Shared neoantigens

Abstract
Disclosed herein in one aspect is a pharmaceutical composition comprising a plurality of neoantigenic peptides and a pharmaceutically acceptable carrier, each neoantigenic peptide comprising a tumor-specific neoepitope capable of binding to an HLA protein in a subject, each tumor-specific neoepitope comprising a tumor-specific mutation present in a tumor, wherein (a) the composition comprises neoantigenic peptides comprising tumor-specific mutations present in at least 1% of subjects in a population of subjects suffering from cancer; (b) the composition comprises neoantigenic peptides comprising tumor-specific neoepitopes which bind to HLA proteins present in at least 5% of subjects in the population; and (c) the composition comprises at least one neoantigenic peptide capable of eliciting an immune response against a tumor present in at least 5% of the subjects in the population of subjects suffering from cancer.
Description
SEQUENCE LISTING

The instant application contains a “lengthy” Sequence Listing which has been submitted electronically in ASCII format and is hereby incorporated by reference in its entirety. Said ASCII format, created on Aug. 11, 2016, is named 47608_99_2007_SL.txt and is 10,252,288 bytes in size.


FIELD OF THE INVENTION

The present invention relates to methods and compositions for treating neoplasias, e.g. tumors, particularly using at least one neoantigenic peptide which is suitable for treating a significant proportion of subjects in a population suffering from cancer.


BACKGROUND OF THE INVENTION

Approximately 1.6 million Americans are diagnosed with neoplasia every year, and approximately 580,000 people in the United States are expected to die of the disease in 2013. Over the past few decades there been significant improvements in the detection, diagnosis, and treatment of neoplasia, which have significantly increased the survival rate for many types of neoplasia. However, only about 60% of people diagnosed with neoplasia are still alive 5 years after the onset of treatment, which makes neoplasia the second leading cause of death in the United States.


Currently, there are a number of different existing cancer therapies, including ablation techniques (e.g., surgical procedures, cryogenic/heat treatment, ultrasound, radiofrequency, and radiation) and chemical techniques (e.g., pharmaceutical agents, cytotoxic/chemotherapeutic agents, monoclonal antibodies, and various combinations thereof). Unfortunately, such therapies are frequently associated with serious risk, toxic side effects, and extremely high costs, as well as uncertain efficacy.


There is a growing interest in cancer therapies that seek to target cancerous cells with a patient's own immune system (e.g., cancer vaccines) because such therapies may mitigate/eliminate some of the herein-described disadvantages. Cancer vaccines are typically composed of tumor antigens and immunostimulatory molecules (e.g., cytokines or TLR ligands) that work together to induce antigen-specific cytotoxic T cells that target and destroy tumor cells. Current cancer vaccines may contain shared tumor antigens, which are native proteins (i.e.—proteins encoded by the DNA of all the normal cells in the individual) that are selectively expressed or over-expressed in tumors found in many individuals. While such shared tumor antigens are useful in identifying particular types of tumors, they are not ideal as immunogens for targeting a T-cell response to a particular tumor type because they are subject to the immune dampening effects of self-tolerance. Vaccines containing tumor-specific and patient-specific neoantigens can overcome some of the disadvantages of vaccines containing shared tumor antigens. However, the use of patient-specific neoantigens requires sequencing of individual subject's genomes, as well as the production of personalized compositions comprising a combination of neoantigens present in that individual subject. Accordingly, there is still a need for improved methods and compositions for delivering cancer vaccines.


Citation or identification of any document in this application is not an admission that such document is available as prior art to the present invention.


SUMMARY OF THE INVENTION

Preferred statements (features) and embodiments of this invention are set herein below. Each statements and embodiments of the invention so defined may be combined with any other statement and/or embodiments unless clearly indicated to the contrary. In particular, any feature indicated as being preferred or advantageous may be combined with any other feature or features or statements indicated as being preferred or advantageous. Hereto, the present invention is in particular captured by any one or any combination of one or more of the below statements and embodiments, with any other statement and/or embodiments.


It is an objective of the invention to provide methods and compositions for the treatment of a population of cancer patients by eliciting an immune response targeting the cancer. In one aspect, the present invention relates to a pharmaceutical composition comprising at least one neoantigenic peptide and a pharmaceutically acceptable carrier, each at least one neoantigenic peptide comprising a tumor-specific neoepitope capable of binding to an HLA protein in a subject, each tumor-specific neoepitope comprising a tumor-specific mutation present in a tumor. The composition may include one neoantigenic peptide. In other embodiments, the composition may include more than 100 neoantigenic peptides. Preferably, the composition includes about 20 neoantigenic peptides. The at least one neoantigenic peptide may include a tumor-specific mutation. The mutation may be recurrent. Preferably, the mutation is present in a large proportion of a population. A recurrent mutation may be based on the mutation being present in a tumor in at least 1% of subjects in a population of subjects suffering from cancer. The composition may include at least one neoantigenic peptide containing a tumor-specific neoepitope which binds to an HLA protein present in at least 5% of subjects in the population of subjects suffering from cancer. Additionally, the composition may contain at least one neoantigenic peptide capable of eliciting an immune response against a tumor present in at least 5% of the subjects in the population of subjects suffering from cancer. The ability to elicit an immune response refers to the ability of the immune system to present an antigen to a lymphocyte. In order for the immune system to present an antigen, the antigen needs to be presented by a subjects HLA proteins. In order to elicit an immune response against a tumor, the tumor needs to contain the mutations leading to expression of the antigen. In order for the composition to provide a benefit to a population in need thereof, the population has to include subjects that express an HLA allele capable of binding the at least one neoantigenic peptide present in the composition and the population has to include subjects containing tumors with mutations that lead to neoantigenic epitopes present in the neoantigenic peptides.


The composition may be specific to a population of subjects suffering from cancer that share a characteristic. The population may have cancer or may have a specific cancer. The population may share a common set of HLA subtypes. They may share HLA subtypes based on ethnicity. Not being bound by a theory the percentage of HLA types in a population can be predicted based on ethnicity without testing. Not being bound by a theory, different populations express different HLA types capable of binding different neoantigenic peptides. Therefore a composition can be formulated to provide a benefit to a large proportion of that population, whereas the composition would not provide a benefit to another population. Not being bound by a theory, different cancers contain different mutations and thus compositions tailored to specific cancers can be used to provide a greater benefit to a population with one type of cancer as compared to a population that includes more than one type. In one embodiment, the population is suffering from adrenocortical carcinoma (ACC), bladder urothelial carcinoma (BLCA), breast invasive carcinoma (BRCA), cervical squamous cell carcinoma and endocervical adenocarcinoma (CESC), colon adenocarcinoma (COAD), Chronic lymphocytic Leukaemia (CLL), colorectal cancer (CRC), Diffuse large B-cell lymphoma (DLBCL), glioblastoma multiforme (GBM), head and neck squamous cell carcinoma (HNSC), kidney chromophobe (KICH), kidney renal clear cell carcinoma (KIRC), kidney renal papillary cell carcinoma (KIRP), acute myeloid leukemia (LAML), liver hepatocellular carcinoma (LIHC), lung adenocarcinoma (LUAD), lung squamous cell carcinoma (LUSC), multiple myeloma (MM), ovarian serous cystadenocarcinoma (OV), pancreatic adenocarcinoma (PAAD), prostate adenocarcinoma (PRAD), rectum adenocarcinoma (READ), skin cutaneous melanoma (SKCM), stomach adenocarcinoma (STAD), testicular germ cell tumors (TGCT), thyroid adenocarcinoma (THCA), uterine corpus endometrioid carcinoma (UCEC), or uterine carcinosarcoma (UCS).


In one embodiment, the population of subjects is suffering from CLL; the at least one tumor-specific mutation comprises any combination of mutations in Table 8 with an exemplary disease of “CLL”; and at least one of a set of six of the at least one tumor-specific mutation will be found in 17.49?% of subjects in the CLL population. The population of subjects may be suffering from BLCA, the at least one tumor-specific mutation comprises any combination of mutations in Table 8 with an exemplary disease of “BLCA”; and at least one of a set of six of the at least one tumor-specific mutation will be found in 26.92% of subjects in the population. The population of subjects may be suffering from BRCA; the at least one tumor-specific mutation comprises any combination of mutations in Table 8 with an exemplary disease of “BRCA”; and at least one of a set of 18 of the at least one tumor-specific mutation will be found in 36.04% of subjects in the population. The population of subjects may be suffering from COAD; the at least one tumor-specific mutation comprises any combination of mutations in Table 8 with an exemplary disease of “COAD”; and at least one of a set of three of the at least one tumor-specific mutation will be found in 27.14% of subjects in the population. The population of subjects may be suffering from GBM; the at least one tumor-specific mutation comprises any combination of mutations in Table 8 with an exemplary disease of “GBM”; and at least one of a set of 14 of the at least one tumor-specific mutation will be found in 34.36% of subjects in the population. The population of subjects may be suffering from HNSC; the at least one tumor-specific mutation comprises any combination of mutations in Table 8 with an exemplary disease of “HNSC”; and at least one of a set of 10 of the at least one tumor-specific mutation will be found in 21.61% of subjects in the population. The population of subjects may be suffering from KIRC; the at least one tumor-specific mutation comprises any combination of mutations in Table 8 with an exemplary disease of “KIRC”; and at least one of a set of four of the at least one tumor-specific mutation will be found in 6% of subjects in the population. The population of subjects may be suffering from LAML; the at least one tumor-specific mutation comprises any combination of mutations in Table 8 with an exemplary disease of “LAML”; and at least one of a set of 11 of the at least one tumor-specific mutation will be found in 47.45% of subjects in the population. The population of subjects may be suffering from LUAD; the at least one tumor-specific mutation comprises any combination of mutations in Table 8 with an exemplary disease of “LUAD”; and at least one of a set of 11 of the at least one tumor-specific mutation will be found in 33.42% of subjects in the population. The population of subjects may be suffering from LUSC; the at least one tumor-specific mutation comprises any combination of mutations in Table 8 with an exemplary disease of “LUSC”; and at least one of a set of two of the at least one tumor-specific mutation will be found in 7.87% of subjects in the population. The population of subjects may be suffering from OV; the at least one tumor-specific mutation comprises any combination of mutations in Table 8 with an exemplary disease of “OV”; and at least one of a set of ten of the at least one tumor-specific mutation will be found in 22.78% of subjects in the population. The population of subjects may be suffering from READ; the at least one tumor-specific mutation comprises any combination of mutations in Table 8 with an exemplary disease of “READ”; and at least one of a set of two of the at least one tumor-specific mutation will be found in 20.51% of subjects in the population. The population of subjects may be suffering from SKCM; the at least one tumor-specific mutation comprises any combination of mutations in Table 8 with an exemplary disease of “SKCM”; and at least one of a set 64 of the at least one tumor-specific mutation will be found in 90.91% of subjects in the population. The population of subjects may be suffering from UCEC; the at least one tumor-specific mutation comprises any combination of mutations in Table 8 with an exemplary disease of “UCEC”; and at least one of a set of 30 of the at least one tumor-specific mutation will be found in 67.74% of subjects in the population. The population of subjects may be suffering from ACC; the at least one tumor-specific mutation comprises any combination of mutations in Table 8 with an exemplary disease of “ACC”; and at least one of a set of 161 of the at least one tumor-specific mutation will be found in 50% of subjects in the population. The population of subjects may be suffering from CESC; the at least one tumor-specific mutation comprises any combination of mutations in Table 8 with an exemplary disease of “CESC”; and at least one of a set of four of the at least one tumor-specific mutation will be found in 23.71% of subjects in the population. The population of subjects may be suffering from CRC; the at least one tumor-specific mutation comprises any combination of mutations in Table 8 with an exemplary disease of “CRC”; and at least one of a set of 15 of the at least one tumor-specific mutation will be found in 56.65% of subjects in the population. The population of subjects may be suffering from DLBCL; the at least one tumor-specific mutation comprises any combination of mutations in Table 8 with an exemplary disease of “DLBCL”; and at least one of a set of 2 of the at least one tumor-specific mutation will be found in 13.79% of subjects in the population. The population of subjects may be suffering from KICH; the at least one tumor-specific mutation comprises any combination of mutations in Table 8 with an exemplary disease of “KICH”; and at least one of a set of 24 of the at least one tumor-specific mutation will be found in 50% of subjects in the population. The population of subjects may be suffering from KIRP; the at least one tumor-specific mutation comprises any combination of mutations in Table 8 with an exemplary disease of “KIRP”; and at least one of a set of nine of the at least one tumor-specific mutation will be found in 42.24% of subjects in the population. The population of subjects may be suffering from LIHC; the at least one tumor-specific mutation comprises any combination of mutations in Table 8 with an exemplary disease of “LIHC”; and at least one of a set of 2 of the at least one tumor-specific mutation will be found in 6.57% of subjects in the population. The population of subjects may be suffering from MM; the at least one tumor-specific mutation comprises any combination of mutations in Table 8 with an exemplary disease of “MM”; and at least one of a set of 6 of the at least one tumor-specific mutation will be found in 23.9% of subjects in the population. The population of subjects may be suffering from PRAD; the at least one tumor-specific mutation comprises any combination of mutations in Table 8 with an exemplary disease of “PRAD”; and at least one of a set of 24 of the at least one tumor-specific mutation will be found in 39.85% of subjects in the population. The population of subjects may be suffering from STAD; the at least one tumor-specific mutation comprises any combination of mutations in Table 8 with an exemplary disease of “STAD”; and at least one of a set of 150 of the at least one tumor-specific mutation will be found in 48.79% of subjects in the population. The population of subjects may be suffering from TGCT; the at least one tumor-specific mutation comprises any combination of mutations in Table 8 with an exemplary disease of “TGCT”; and at least one of a set of 14 of the at least one tumor-specific mutation will be found in 51.61% of subjects in the population. The population of subjects may be suffering from THCA; the at least one tumor-specific mutation comprises any combination of mutations in Table 8 with an exemplary disease of “THCA”; and at least one of a set of five of the at least one tumor-specific mutation will be found in 69.88% of subjects in the population. The population of subjects may be suffering from UCS; the at least one tumor-specific mutation comprises any combination of mutations in Table 8 with an exemplary disease of “UCS”; and at least one of a set of two of the at least one tumor-specific mutation will be found in 16.07% of subjects in the population. The population of subjects may be suffering from PAAD; the at least one tumor-specific mutation comprises any combination of mutations in Table 8 with an exemplary disease of “PAAD”; and at least one of a set of 53 of the at least one tumor-specific mutation will be found in 50% of subjects in the population. The population of subjects may also be suffering from a solid tumor. The solid tumor may be clear cell Renal Cell Carcinoma (ccRCC), melanoma, sarcoma, or a cancer of the bladder, colon, brain, breast, head and neck, endometrium, lung, ovary, pancreas or prostate. The population of subjects may be suffering from a liquid tumor. The liquid tumor may be Non-Hodgkin's lymphoma or leukemia.


In another embodiment, the at least one tumor-specific mutation has an incidence of at least 500 patients a year in the population of subjects suffering from cancer, and wherein the at least one mutation may be a mutation listed for the population in Table 9. The at least one neoantigenic peptide may be at least one peptide listed in Table 9.


In another embodiment, the population suffering from cancer is being treated with a drug or therapy. The population suffering from cancer may have been previously treated with, is currently being treated with, or is selected to treated with ibrutinib, erlotinib, imatinib, gefitinib, crizotinib, trastuzumab, vemurafenib, RAF/MEK or antiestrogen therapy.


In another embodiment, the composition comprises at least one neoantigenic peptide capable of eliciting an immune response against a tumor present in at least 5%, 10%, 20%, 30%, 40%, 50%, 60%, 70%, 80%, 90%, 95% or 99% of subjects in a population of subjects suffering from cancer.


In another embodiment, at least 5%, 10%, 20%, 30%, 40%, 50%, 60%, 70%, 80%, 90%, 95% or 99% of subjects in the population has at least one tumor-specific mutation present in the composition; and at least 5%, 10%, 20%, 30%, 40%, 50%, 60%, 70%, 80%, 90%, 95% or 99% of subjects in the population has at least one HLA protein which binds to a tumor-specific neoepitope present in the composition.


In one embodiment, the tumor-specific mutations comprise splice-variant mutations, point mutations, and/or frameshift mutations. In another embodiment, the tumor-specific mutations comprise drug resistance mutations. In one embodiment, the neoantigenic peptides include not only the resulting mutated neoantigen protein sequence, but a long peptide region surrounding and including the mutation and includes all contiguous segments within it (see Tables 1-4). In one embodiment, the tumor-specific mutations are present in one or more genes encoding a protein selected from the group consisting of Programmed Death-Ligand 1 (PD-L1), androgen receptor (AR), Bruton's Tyrosine Kinase (BTK), Epidermal Growth Factor Receptor (EGFR), BCR-Abl, c-kit, PIK3CA, HER2, EML4-ALK, KRAS, ALK, ROS1, AKT1, BRAF, MEKJ, MEK2, NRAS, RAC1, and ESR1. In one embodiment, the tumor-specific mutations are present in one or more genes listed in any of the Tables presented herein. In one embodiment, the at least one tumor-specific mutation is derived from alternative splicing of PD-L1 or AR. In one embodiment, the at least one tumor-specific mutation is derived from splice variant sPD-L1, AR-V1 or AR-V7. In one embodiment, the least one tumor-specific mutation is a drug resistance mutation selected from the group consisting of BTK/C481S, EGFR/T790M, BCR-Abl/T315I, BCR-Abl/Y253H, BCR-Abl/E255K, BCR-Abl/E255V, c-kit/T670L PIK3CA/E545K, PIK3CA/E542K, HER2/G776(YVMA), HER2/E545K, EML4-ALK/G1269A, KRAS/G12V/D, ALK/L196M, ALK/G1202R, ALK/S1206Y, ALK/1151T(ins), ALK/F1174C, ROS1/G2032R, AKT1/E17K, BRAF/V600E, MEK1/Q56P, MEK1/E203K, MEK1/C121S, MEK1/V60E, MEK1/G128V, MEK1/V54I, MEK1/P124S, MEK1/P124L, NRAS/Q61K/L/R, NRAS/T58I, MEK2/C125S, RAC1/P29S, ESR1/S463P, AR/V534E, AR/P535H, AR/L536Q, AR/L536R, AR/Y537C, AR/Y537S, AR/Y537N, AR/D538G and AR/F876L. In one embodiment, the drug resistance mutation is induced by treatment with ibrutinib, erlotinib, imatinib, gefitinib, crizotinib, trastuzumab, vemurafenib, RAF/MEK or antiestrogen therapy. In another embodiment, a subject has a drug resistance mutation before treatment.


In another embodiment, the composition comprises at least 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19 or 20 neoantigenic peptides. The composition may include 15 to 20 neoantigenic peptides. The composition may include greater than 100, 200, or 300 neoantigenic peptides. Each neoantigenic peptide may be from about 5 to about 50 amino acids in length.


In another embodiment, the pharmaceutical composition is an immunogenic or vaccine composition. The pharmaceutical composition may further comprise an immunomodulator or adjuvant. The immunodulator or adjuvant may be selected from the group consisting of poly-ICLC, 1018 ISS, aluminum salts, Amplivax, ASIS, BCG, CP-870,893, CpG7909, CyaA, cyclic di-nucleotides such as STING, dSLIM, GM-CSF, IC30, IC31, Imiquimod, ImuFact IMP321, IS Patch, ISS, ISCOMATRIX, Juvlmmune, LipoVac, MF59, monophosphoryllipid A, Montanide IMS 1312, Montanide ISA 206, Montanide ISA 50V, Montanide ISA-51, OK-432, OM-174, OM-197-MP-EC, ONTAK, PepTel®, vector system, PLGA microparticles, resiquimod, SRL172, Virosomes and other Virus-like particles, YF-17D, VEGF trap, R848, beta-glucan, Pam3Cys, and Aquila's QS21 stimulon.


In another embodiment, the pharmaceutical composition comprises one or more neoantigenic peptides as defined in Table 1, 2, 3 or 4.


In one embodiment, each tumor-specific neoepitope binds to HLA-A, -B or -C or to HLADRB, HLADBM XXXXX with a KD of less than 500 nM.


In another aspect, the present invention relates to a method of treating or preventing a tumor in a subject in need thereof by administering to the subject any pharmaceutical composition as described herein.


In one embodiment, a method of treating or preventing a tumor in a patient in need thereof is provided, comprising administering to a patient a composition comprising at least one neoantigenic peptide and a pharmaceutically acceptable carrier, each at least one neoantigenic peptide comprising a tumor-specific neoepitope capable of binding to an HLA protein in a subject, each tumor-specific neoepitope comprising a tumor-specific mutation present in a tumor, wherein the composition comprises at least one neoantigenic peptide comprising a tumor-specific mutation present in a tumor in at least 1% of subjects in a population of subjects suffering from cancer; the composition comprises at least one neoantigenic peptide comprising a tumor-specific neoepitope which binds to an HLA protein present in at least 5% of subjects in the population of subjects suffering from cancer; and the composition comprises at least one neoantigenic peptide capable of eliciting an immune response against a tumor present in at least 5% of the subjects in the population of subjects suffering from cancer.


In one embodiment, the population of subjects is suffering from adrenocortical carcinoma (ACC), bladder urothelial carcinoma (BLCA), breast invasive carcinoma (BRCA), cervical squamous cell carcinoma and endocervical adenocarcinoma (CESC), colon adenocarcinoma (COAD), Chronic lymphocytic Leukaemia (CLL), colorectal cancer (CRC), Diffuse large B-cell lymphoma (DLBCL), glioblastoma multiforme (GBM), head and neck squamous cell carcinoma (HNSC), kidney chromophobe (KICH), kidney renal clear cell carcinoma (KIRC), kidney renal papillary cell carcinoma (KIRP), acute myeloid leukemia (LAML), liver hepatocellular carcinoma (LIHC), lung adenocarcinoma (LUAD), lung squamous cell carcinoma (LUSC), multiple myeloma (MM), ovarian serous cystadenocarcinoma (OV), pancreatic adenocarcinoma (PAAD), prostate adenocarcinoma (PRAD), rectum adenocarcinoma (READ), skin cutaneous melanoma (SKCM), stomach adenocarcinoma (STAD), testicular germ cell tumors (TGCT), thyroid adenocarcinoma (THCA), uterine corpus endometrioid carcinoma (UCEC), or uterine carcinosarcoma (UCS). In one embodiment, the population of subjects is suffering from a solid tumor. The solid tumor may be clear cell Renal Cell Carcinoma (ccRCC), melanoma, sarcoma, or a cancer of the bladder, colon, brain, breast, head and neck, endometrium, lung, ovary, pancreas or prostate. In one embodiment, the population of subjects is suffering from a liquid tumor. The liquid tumor may be Non-Hodgkin's lymphoma or leukemia.


In one embodiment, the population suffering from cancer was treated with, is being treated with, or is selected to treated with ibrutinib, erlotinib, imatinib, gefitinib, crizotinib, trastuzumab, vemurafenib, RAF/MEK or antiestrogen therapy.


In one embodiment, the at least one neoantigenic peptide is capable of eliciting an immune response against a tumor present in at least 5%, 10%, 20%, 30%, 40%, 50%, 60%, 70%, 80%, 90%, 95% or 99% of subjects in the population of subjects suffering from cancer. In one embodiment, at least 5%, 10%, 20%, 30%, 40%, 50%, 60%, 70%, 80%, 90%, 95% or 99% of subjects in the population has at least one tumor-specific mutation present in the composition and, at least 5%, 10%, 20%, 30%, 40%, 50%, 60%, 70%, 80%, 90%, 95% or 99% of subjects in the population has at least one HLA protein which binds to a tumor-specific neoepitope present in the composition.


In another embodiment, the tumor-specific mutations comprise splice-variant mutations, point mutations, and/or frameshift mutations. The tumor-specific mutations may be drug resistance mutations. The tumor-specific mutations may be present in one or more genes encoding a protein selected from the group consisting of Programmed Death-Ligand 1 (PD-L1), androgen receptor (AR), Bruton's Tyrosine Kinase (BTK), Epidermal Growth Factor Receptor (EGFR), BCR-Abl, c-kit, PIK3CA, HER2, EML4-ALK, KRAS, ALK, ROS1, AKT1, BRAF, MEK1, MEK2, NRAS, RAC1, and ESR1. The tumor-specific mutations may be present in one or more genes listed in any of the Tables. The at least one tumor-specific mutation may be derived from alternative splicing of PD-L1 or AR. The at least one tumor-specific mutation may be derived from splice variant sPD-L1, AR-V1 or AR-V7.


In one embodiment, the at least one tumor-specific mutation is a drug resistance mutation selected from the group consisting of BTK/C481S, EGFR/T790M, BCR-Abl/T315I, BCR-Abl/Y253H, BCR-Abl/E255K, BCR-Abl/E255V, c-kit/T670I, PIK3CA/E545K, PIK3CA/E542K, HER2/G776(YVMA), HER2/E545K, EML4-ALK/G1269A, KRAS/G12V/D, ALK/L196M, ALK/G1202R, ALK/S1206Y, ALK/I151T(ins), ALK/F174C, ROS1/G2032R, AKT1/E17K, BRAF/V600E, MEK1/Q56P, MEK1/E203K, MEK1/C121S, MEK1/V60E, MEK1/G128V, MEK1/V54I, MEK1/P124S, MEK1/P124L, NRAS/Q61K/L/R, NRAS/T58I, MEK2/C125S, RAC1/P29S, ESR1/S463P, AR/V534E, AR/P535H, AR/L536Q, AR/L536R, AR/Y537C, AR/Y537S, AR/Y537N, AR/D538G and AR/F876L. The drug resistance mutation may be induced by treatment with ibrutinib, erlotinib, imatinib, gefitinib, crizotinib, trastuzumab, vemurafenib, RAF/MEK or antiestrogen therapy.


In another embodiment, the composition comprises at least 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19 or 20 neoantigenic peptides. In a preferred embodiment, the composition comprises 15 to 20 neoantigenic peptides.


In another embodiment, each neoantigenic peptide is from about 5 to about 50 amino acids in length.


In another embodiment, the composition is an immunogenic or vaccine composition. For instance, the immunogenic or vaccine composition may comprise an immunomodulator or adjuvant. The immunodulator or adjuvant may be selected from the group consisting of poly-ICLC, 1018 ISS, aluminum salts, Amplivax, AS15, BCG, CP-870,893, CpG7909, CyaA, cyclic di-nucleotides such as STING, dSLIM, GM-CSF, IC30, IC31, Imiquimod, ImuFact IMP321, IS Patch, ISS, ISCOMATRIX, Juvlmmune, LipoVac, MF59, monophosphoryllipid A, Montanide IMS 1312, Montanide ISA 206, Montanide ISA 50V, Montanide ISA-51, OK-432, OM-174, OM-197-MP-EC, ONTAK, PepTel®, vector system, PLGA microparticles, resiquimod, SRL172, Virosomes and other Virus-like particles, YF-17D, VEGF trap, R848, beta-glucan, Pam3Cys, and Aquila's QS21 stimulon.


In one embodiment, the composition comprises one or more neoantigenic peptides as defined in Table 1, 2, 3 or 4.


In one embodiment, each tumor-specific neoepitope binds to HLA-A, -B or -C or to HLADRB, HLADBM XXXXX with a KD of less than 500 nM.


In another aspect, the present invention provides a method of prophylactic cancer treatment comprising selecting a cancer drug for a patient in need thereof, the drug selected from the group consisting of ibrutinib, erlotinib, imatinib, gefitinib, crizotinib, trastuzumab, vemurafenib, RAF/MEK and antiestrogen therapy; and administering prophylactically to the subject, before drug resistant mutations can be detected, a pharmaceutical composition comprising neoantigenic peptides derived from drug resistant mutations associated with the selected cancer drug.


The shared neoantigen immunogenic composition can be administered via subcompositions, each containing a portion of the neoantigens, and sub-compositions can be administered to different places on the subject or patient; for instance, a composition comprising 20 different neoantigens, can be administered in four (4) subcompositions, each containing 5 of the 20 different neoantigens, and the four (4) subcompositions can be administered so as to endeavor to deliver each subcomposition to a separate set of draining lymph nodes of the patient, e.g., to each of the arms and legs (e.g., thigh or upper thigh or near buttocks or lower back on each side of the patient) so as to endeavor to deliver fewer neoantigens to each set of draining lymph nodes of the patient or subject and thereby limit competition between neoantigens. Of course, the number of locations and hence number of subcompositions can vary, e.g., the skilled practitioner could consider administration at or near the spleen to have a fifth point of administration, and the skilled practitioner can vary the locations such that only one, two or three are used (e.g., each arm and a leg, each of legs and one arm, each of the legs and no arms, or only both arms). The shared neoantigen immunogenic composition administered at the aforementioned various intervals can be different formulations, and the subcompositions administered at different places on the subject or patient during a single administration can be different compositions. For instance, a first administration can be of a whole shared neoantigen immunogenic composition and a next or later administration can be of a vector (e.g., viral vector or plasmid) that has expression of antigen(s) in vivo. Likewise, in the administration of different subcompositions to different locations on the patient or subject, some of the subcompositions can comprise a whole antigen and some of the subcompositions can comprise a vector (e.g., viral vector or plasmid) that has expression of antigen(s) in vivo. And some compositions and subcompositions can comprise both vector(s) (e.g., viral vector or plasmid) that has/have expression of antigen(s) in vivo and whole antigens. Some vectors (e.g., poxvirus) that have expression of antigen(s) in vivo can have an immunostimulatory or adjuvanting effect, and hence compositions or subcompositions that contain such vectors can be self-adjuvanting. Also, by changing up the nature of how the antigens are presented to the immune system, the administrations can “prime” and then “boost” the immune system. And in this text, when there is mention of a “vaccine” it is intended that the invention comprehends immunogenic compositions, and when there is mention of a patient or subject it is intended that such an individual is a patient or subject in need of the herein disclosed treatments, administrations, compositions, and generally the subject invention.


Moreover, the invention applies to the use of any type of expression vector, such as a viral expression vector, e.g., poxvirus (e.g., orthopoxvirus or avipoxvirus such as vaccinia virus, including Modified Vaccinia Ankara or MVA, MVA-BN, NYVAC according to WO-A-92/15672, fowlpox, e.g., TROVAX, canarypox, e.g., ALVAC (WO-A-95/27780 and WO-A-92/15672) pigeonpox, swinepox and the like), adenovirus, AAV, herpesvirus, and lentivirus; or a plasmid or DNA or nucleic acid molecule vector. Some vectors that are cytoplasmic, such as poxvirus vectors, may be advantageous. However adenovirus, AAV and lentivirus can also be advantageous to use in the practice of the invention.


In a ready-for-use, especially reconstituted, shared neoantigen immunogenic composition, the vector, e.g., viral vector, is present in the quantities within the ambit of the skilled person from this disclosure and the knowledge in the art (such as in patent and scientific literature cited herein).


Whole antigen or vector, e.g., recombinant live vaccines may exist in a freeze-dried form allowing their storage and are reconstituted immediately before use in a solvent or excipient, which can include an adjuvant as herein discussed.


The subject of the invention is therefore also a vaccination or immunization set or kit comprising, packaged separately, freeze-dried vaccine and a solution, advantageously including an adjuvant compound as herein discussed for the reconstitution of the freeze-dried vaccine.


The subject of the invention is also a method of vaccination or immunization comprising or consisting essentially of or consisting of administering, e.g., by the parenteral, preferably subcutaneous, intramuscular or intradermal, route or by the mucosal route a vaccine or immunogenic composition in accordance with the invention at the rate of one or more administrations. Optionally this method includes a preliminary step of reconstituting the freeze-dried shared neoantigen immunogenic composition (e.g., if lyophilized whole antigen or vector) in a solution, advantageously also including an adjuvant.


In one embodiment, the shared neoantigen immunogenic composition is administered at a dose of about 10 μg to 1 mg per 70 kg individual as to each neoantigenic peptide. In another embodiment, the shared neoantigen immunogenic composition is administered at an average weekly dose level of about 10 μg to 2000 μg per 70 kg individual as to each neoantigenic peptide. In another related embodiment, the administration is intravenous. In one embodiment, the shared neoantigen immunogenic composition is administered intravenously or subcutaneously.


In another embodiment, the method further comprises (a) obtaining a sample of tumor tissue from each subject; (b) detecting one or more of the tumor-specific mutations in the sample; and (c) selecting a subject from the population of subjects for treatment with the at least one neoantigenic peptides if at least one of the tumor-specific mutations are detected in the sample from the subject.


In another embodiment, the method further comprises (a) determining HLA allotypes present in each subject; and (b) selecting a subject from the population of subjects for treatment with the at least one neoantigenic peptides if one or more HLA allotypes present in the subject binds to one or more of the tumor-specific neoepitopes present in the at least one neoantigenic peptides.


Embodiments of the present invention relate to compositions and methods using shared neoantigens, which (unlike shared native (non-mutated) antigens derived from genes differentially expressed in tumors) have desirable properties such as not being subject to the immune-dampening effects of central tolerance and high tumor specificity. This is because the neoantigens are expressed only in tumor tissue, e.g. are generated by tumor-specific mutations or splicing defects. Such splice variants or mutations may generate immunogenic epitopes across a variety of HLA alleles, thus covering a significant proportion of the population. Moreover, because these mutations may be present in a significant proportion of subjects suffering from cancer, the compositions described herein do not require sequencing of whole genomes of subjects and may be used as an “off-the-shelf” product to treat multiple subjects. For instance, the method may simply involve detecting in a tumor sample from the subject one or more of the specific mutations present in the composition, and administering the composition to subjects in which at least one mutation is present. This is in contrast to methods using patient-specific neoantigen mixtures, which require whole genome or whole exome sequencing of each subject and the production of personalized treatment compositions.


Other embodiments relate to a combination therapy wherein the methods of treatment using a shared neoantigen composition of the present invention are used in concert with a current drug regimen. The shared neoantigen composition may be administered prophylactically. In one embodiment, a patient in need thereof is treated with chemotherapy and/or a targeted therapy in combination with a shared neoantigen immunogenic composition before a drug resistance mutation can be detected. The shared neoantigen immunogenic composition can be tailored to include neoantigen peptides specific to the resistance mutations associated with a chosen therapy. In another embodiment, the shared neoantigen composition is administered before the subject is treated with a chemotherapy and/or a targeted therapy, to generate an immune response to cells harboring a drug resistance mutation before such cells develop. The administering can be serially or sequentially or at substantially the same time or substantially simultaneously. For example, the administering of the shared neoantigen immunogenic composition and the administering of a cancer therapy can be at about the same time or substantially simultaneously. Alternatively, the administering of the shared neoantigen immunogenic composition can be on one time schedule, e.g., weekly, biweekly, every three weeks, monthly, bimonthly, every quarter year (every three months), every third of a year (every four months), every five months, twice yearly (every six months), every seven months, every eight months, every nine months, every ten months, every eleven months, annually or the like, and the administering of the cancer therapy can be on a different schedule that is typical for the therapy such that the subject or patient has two different treatment schedules running concomitantly and the administering of the shared neoantigen immunogenic composition and the administering of the cancer therapy can be sequentially or serially. In preferred embodiments the subject may be treated with ibrutinib, erlotinib, imatinib, gefitinib, crizotinib, trastuzumab, vemurafenib, RAF/MEK or antiestrogen therapy.


In another aspect the present invention provides a diagnostic method for early detection and tracking of cancer progression by determining the presence of at least one neoantigenic peptide of the present invention in a patient sample. The patient sample may be derived from blood, sputum, saliva, urine, tumor tissue, lymphatic fluid, semen or feces.


In one embodiment, the diagnostic method is used before administering the shared neoantigen composition as described herein. The diagnostic method may include comparing the amount of shared neoantigen mutations in a series of at least two samples taken during treatment with a cancer therapy and/or shared neoantigen composition. Not being bound by a theory, an increase or decrease in shared neoantigen mutations can be used to determine treatment efficacy.


In one embodiment, the mutated genes can be detected using PCR based methods or sequencing. Reverse transcription PCR (RT-PCR) can be used to detect mutations in transcribed neoantigen genes. Additionally, any sequencing technique can be used to determine the presence of a mutation. In a preferred embodiment, pyrosequencing is used. The present invention also provides for a kit that includes primers that are specific to sequences encompassing the neoantigen mutations.


In another embodiment the mutated genes are detected by immunological detection methods. Antibodies specific to the shared neoantigen mutations can be used to detect the mutations. The antibodies may be bound to an array. The array may include antibodies to detect more than one of the shared neoantigen mutations of the present invention. The antibodies can be configured for use in an ELISA assay. Therefore, a composition or kit may be provided that includes antibodies specifically recognizing the shared neoantigens of the present invention.


In another aspect the present invention provides a method of treating or preventing a tumor in a population of subjects in need thereof, comprising administering to a subject an agent comprising an extracellular ligand-binding domain recognizing a tumor-specific neoepitope comprising a tumor-specific mutation having an incidence of at least 1% of subjects in the population. The agent may be an antibody, antibody fragment, antibody drug conjugate, aptamer, CAR, or T cell receptor. The antibody or antibody fragment may be humanized, fully humanized, or chimeric. The antibody fragment may be a nanobody, Fab, Fab′, (Fab′)2, Fv, ScFv, diabody, triabody, tetrabody, Bis-scFv, minibody, Fab2, or Fab3 fragment. The tumor-specific mutation may be a mutation listed for any population in Table 9. The tumor-specific mutation may be within a gene containing an extracellular domain. The tumor-specific mutation may be FGFR3 S249C, ERBB3 V104M, EGFR L858R, MUC4 H4205Q, PDGFRA R483fs, TMEM52 23_26LLPL>L, or PODXL 28_30PSP>P. The tumor-specific mutation may be within the extracellular domain. The tumor-specific mutation comprises FGFR3 S249C or ERBB3 V104M. Not being bound by a theory, the presence of a neoepitope in a protein with an extracellular domain allows the neoepitope to be presented on the surface of a cell. Not being bound by a theory, the presence of a neoepitope in the extracellular domain allows the neoepitope to be presented on the surface of a cell.


The invention is further described by the following numbered paragraphs:


1. An isolated neoantigenic peptide comprising a tumor-specific neoepitope defined in Tables 1-9, wherein the isolated neoantigenic peptide is not a native polypeptide.


2. An isolated neoantigenic peptide 100 amino acids or less in length which comprises a tumor-specific neoepitope defined in Tables 1-9.


3. The isolated neoantigenic peptide of paragraph 1 or 2, which is between about 5 to about 50 amino acids in length.


4. The isolated neoantigenic peptide of any of paragraphs 1-3, which is between about 15 to about 35 amino acids in length.


5. The isolated neoantigenic peptide of paragraph 4, which is about 15 amino acids or less in length.


6. The isolated neoantigenic peptide of paragraph 5, which is between about 8 and about 11 amino acids in length.


7. The isolated neoantigenic peptide of paragraph 6, which is 9 or 10 amino acids in length.


8. The isolated neoantigenic peptide of any of paragraphs 1-7, which binds major histocompatibility complex (MHC) class I.


9. The isolated neoantigenic peptide of paragraph 8, which binds MHC class I with a binding affinity of less than about 500 nM.


10. The isolated neoantigenic peptide of any of paragraphs 1-3, which is about 30 amino acids or less in length.


11. The isolated neoantigenic peptide of paragraph 10, which is between about 6 and about 25 amino acids in length.


12. The isolated neoantigenic peptide of paragraph 11, which is between about 15 and about 24 amino acids in length.


13. The isolated neoantigenic peptide of paragraph 11, which is between about 9 and about 15 amino acids in length.


14. The isolated neoantigenic peptide of any of paragraphs 1-3 and 10-13, which binds MHC class II.


15. The isolated neoantigenic peptide of paragraph 14, which binds MHC class II with a binding affinity of less than about 1000 nM.


16. The isolated neoantigenic peptide of any of paragraphs 1-15, further comprising flanking amino acids.


17. The isolated neoantigenic peptide of paragraph 16, wherein the flanking amino acids are not native flanking amino acids.


18. The isolated neoantigenic peptide of any of paragraphs 1-17, which is linked to at least a second neoantigenic peptide.


19. The isolated neoantigenic peptide of paragraph 18, wherein peptides are linked using a poly-glycine or poly-serine linker.


20. The isolated neoantigenic peptide of paragraph 18 or 19, wherein the second neoantigenic peptide binds MHC class I or class II with a binding affinity of less than about 1000 nM.


21. The isolated neoantigenic peptide of paragraph 20, wherein the second neoantigenic peptide binds MHC class I or class II with a binding affinity of less than about 500 nM.


22. The isolated neoantigenic peptide of paragraph 20 or 21, wherein both of the neoepitopes bind to human leukocyte antigen (HLA)-A, -B, -C, -DP, -DQ, or -DR.


23. The isolated neoantigenic peptide of any of paragraphs 20-22, wherein the isolated neoantigenic peptide and the second neoantigenic peptide binds a class I HLA or the isolated neoantigenic peptide and the second neoantigenic peptide binds a class II HLA.


24. The isolated neoantigenic peptide of any of paragraphs 20-22, wherein the isolated neoantigenic peptide binds a class II HLA and the second neoantigenic peptide binds a class I HLA or the isolated neoantigenic peptide binds a class I HLA and the second neoantigenic peptide binds a class II HLA.


25. The isolated neoantigenic peptide of any of paragraphs 1-24, further comprising modifications which increase in vivo half-life, cellular targeting, antigen uptake, antigen processing, MHC affinity, MHC stability, or antigen presentation.


26. The isolated neoantigenic peptide of paragraph 25, wherein the modification is conjugation to a carrier protein, conjugation to a ligand, conjugation to an antibody, PEGylation, polysialylation HESylation, recombinant PEG mimetics, Fc fusion, albumin fusion, nanoparticle attachment, nanoparticulate encapsulation, cholesterol fusion, iron fusion, acylation, amidation, glycosylation, side chain oxidation, phosphorylation, biotinylation, the addition of a surface active material, the addition of amino acid mimetics, or the addition of unnatural amino acids.


27. The isolated neoantigenic peptide of paragraph 25, wherein the cells that are targeted are antigen presenting cells.


28. The isolated neoantigenic peptide of paragraph 27, wherein the antigen presenting cells are dendritic cells.


29. The isolated neoantigenic peptide of paragraph 29, wherein the dendritic cells are targeted using the CD141, DEC205, or XCR1 marker.


30. A pharmaceutical composition comprising at least one neoantigenic peptide and a pharmaceutically acceptable carrier, each at least one neoantigenic peptide comprising a tumor-specific neoepitope capable of binding to an HLA protein in a subject, each tumor-specific neoepitope comprising a tumor-specific mutation present in a tumor, wherein:

    • (a) the composition comprises at least one neoantigenic peptide comprising a tumor-specific mutation present in a tumor in at least 1% of subjects in a population of subjects suffering from cancer;
    • (b) the composition comprises at least one neoantigenic peptide comprising a tumor-specific neoepitope which binds to an HLA protein present in at least 5% of subjects in the population of subjects suffering from cancer; or
    • (c) the composition comprises at least one neoantigenic peptide capable of eliciting an immune response against a tumor present in at least 5% of the subjects in the population of subjects suffering from cancer.


31. The pharmaceutical composition of paragraph 30, wherein the population of subjects is suffering from adrenocortical carcinoma (ACC), bladder urothelial carcinoma (BLCA), breast invasive carcinoma (BRCA), cervical squamous cell carcinoma and endocervical adenocarcinoma (CESC), colon adenocarcinoma (COAD), Chronic lymphocytic Leukaemia (CLL), colorectal cancer (CRC), Diffuse large B-cell lymphoma (DLBCL), glioblastoma multiforme (GBM), head and neck squamous cell carcinoma (HNSC), kidney chromophobe (KICH), kidney renal clear cell carcinoma (KIRC), kidney renal papillary cell carcinoma (KIRP), acute myeloid leukemia (LAML), liver hepatocellular carcinoma (LIHC), lung adenocarcinoma (LUAD), lung squamous cell carcinoma (LUSC), multiple myeloma (MM), ovarian serous cystadenocarcinoma (OV), pancreatic adenocarcinoma (PAAD), prostate adenocarcinoma (PRAD), rectum adenocarcinoma (READ), skin cutaneous melanoma (SKCM), stomach adenocarcinoma (STAD), testicular germ cell tumors (TGCT), thyroid adenocarcinoma (THCA), uterine corpus endometrioid carcinoma (UCEC), or uterine carcinosarcoma (UCS).


32. The pharmaceutical composition of paragraph 30 or 31, wherein the population suffering from cancer was treated with, is being treated with, or is selected to be treated with a cancer therapeutic, optionally ibrutinib, erlotinib, imatinib, gefitinib, crizotinib, trastuzumab, vemurafenib, RAF/MEK inhibitor or antiestrogen therapy.


33. The pharmaceutical composition of any of paragraphs 30-33, wherein the tumor-specific mutations comprise splice-variant mutations, point mutations, and/or frameshift mutations.


34. The pharmaceutical composition of any of paragraphs 30-33, wherein the at least one neoantigenic peptide comprises at least one neoantigenic peptide derived from a long peptide region flanking and including the tumor specific mutation, and wherein all contiguous segments within the long peptide are included.


35. The pharmaceutical composition of any of paragraphs 30-34, wherein the tumor-specific mutations are present in one or more genes listed in Tables 1-9.


36. The pharmaceutical composition of any of paragraphs 30-35, wherein the composition comprises at least one neoantigenic peptide as defined in any of Tables 1-9.


37. The pharmaceutical composition of any of paragraphs 30-36, wherein the tumor-specific mutations are present in one or more genes encoding a protein selected from the group consisting of Programmed Death-Ligand 1 (PD-L1), androgen receptor (AR), Bruton's Tyrosine Kinase (BTK), Epidermal Growth Factor Receptor (EGFR), BCR-Abl, c-kit, PIK3CA, HER2, EML4A-ALK, KRAS, ALK, ROS1, AKT1, BRAF, MEK1, MEK2, NRAS, RAC1, and ESR1.


38. The pharmaceutical composition of paragraph 37, wherein at least one tumor-specific mutation is derived from alternative splicing of PD-L1 or AR.


39. The pharmaceutical composition of paragraph 38, wherein at least one tumor-specific mutation is derived from splice variant sPD-L1, AR-V1 or AR-V7.


40. The pharmaceutical composition of any of paragraphs 30-39, wherein the tumor-specific mutations comprise drug resistance mutations.


41. The pharmaceutical composition of paragraph 40, wherein at least one tumor-specific mutation is a drug resistance mutation selected from the group consisting of BTK/C481S, EGFR/T790M, BCR-Abl/T315I, BCR-Abl/Y253H, BCR-Abl/E255K, BCR-Abl/E255V, c-kit/T670I, PIK3CA/E545K, PIK3CA/E542K, HER2/G776(YVMA), HER2/E545K, EML4-ALK/G1269A, KRAS/G12V/D, ALK/L1196M, ALK/G1202R, ALK/S1206Y, ALK/1151T(ins), ALK/F1174C, ROS1/G2032R, AKT1/E17K, BRAF/V600E, MEK1/Q56P, MEK1/E203K, MEK1/C121S, MEK1/V60E, MEK1/G128V, MEK1/V154I, MEK1/P124S, MEK1/P124L, NRAS/Q61K/L/R, NRAS/T58I, MEK2/C125S, RAC1/P29S, ESR1/S463P, AR/V534E, AR/P535H, AR/L536Q, AR/L536R, AR/Y537C, AR/Y537S, AR/Y537N, AR/D538G and AR/F876L.


42. The pharmaceutical composition of any of paragraphs 30-41, wherein the at least one tumor-specific mutation has an incidence of at least 500 patients a year in the population of subjects suffering from cancer, and wherein the at least one mutation comprises a mutation listed for the population in Table 9.


43. The pharmaceutical composition of paragraph 42, wherein the at least one neoantigenic peptide comprises at least one peptide listed in Table 9.


44. The pharmaceutical composition of any of paragraphs 30-36, wherein:

    • (a) the population of subjects is suffering from CLL; and
    • (b) the at least one tumor-specific mutation comprises any combination of mutations selected from the group consisting of SF3B1:p.K700E, MYD88:p.L273P, NOTCH1:p.P2514fs, ABCA11P:p.E901D, AHNAK:p.D3823E, ZNF814:p.E348D, AHNAK:p.V1220I, AHNAK:p.H1203N, ANKRD30A:p.A232V, APOOL:p.138L, EGR2:p.H397N, MKI67:p.H2213D, NRAS:p.Q61R, PLIN4:p.M691V, XPO1:p.E571K, ZCRB1:p.L76F, ZNF700:p.N652H, ZNF700:p.Q654R, ZNF844:p.D458H, AHNAK:p.A4046V, ANKRD36:p.P337R, C1orf170:p.T203I, CAST:p.D639E, EGR2:p.E369K, GPR123:p.L630P, IKZF3:p.L162R, MUC4:p.P4224R, OR9Q1:p.M34L, PKD2:p.Y486F, PRAMEF11:p.R104Q, SYNJ1:p.I681F, TP53:p.R248Q, TP53:p.R248W, TRPV2:p.L627del, ZNF254:p.S498A, ZNF732:p.A459T, ZNF749:p.E530Q, ZNF845:p.M423I, ABCA11P:p.G900E, ACRC:p.E243D, ACRC:p.A244V, ACSL3:p.T188S, ADAMTS2:p.D948N, AGAP6:p.S127L AHNAK:p.A2114G, ANKRD36:p.D1014Y, ARID3A:p.G550fs, ARID4A:p.D1154E, ATP2B4:p.R183H, ATRNL1:p.L1244F, BNC1:p.Y937N, BRAF:p.K601N, BTLA:p.Q86K, C14orf177:p.G90V, C2orf44:p.N456K, C3orf15:p.R552Q, CACNA2D1:p.Y376N, CALD1:p.E340K, CCDC15:p.P488H, CCDC79:p.N440T, CCNB3:p.A932T, CD109:p.L470Q, CD209:p.Q189L, CKAP2:p.*684K, CMA1:p.I81K, CMIP:p.A230T, CNTNAP4:p.112F, CRYM:p.*315K, DICER1:p.E1705K, DPCR1:p.L716P, EIF3A:p.M1093L, EIF4G3:p.R8H, ETFDH:p.I281F, EWSR1:p.Y656C, F5:p.L1332P, F5:p.L1253F, FAM50A:p.H317R, FBXL13:p.S102R, FBXW7:p.R465H, FHL:p.D184E, FILIP1:p.1522K, FRG1B:p.Q39K, GNB1:p.I80T, GPR110:p.R443G, GPR98:p.Y6152F, HDGFL1:p.188_189insA, IGF2BP2:p.T186S, IL1R2:p.L364fs, KIAA1109:p.L4680P, KRAS:p.G13D, KRTAP19-1:p.G61 S, MAF:p.G53fs, MAGEC1:p.L609H, MAP2K1:p.K57N, MED12:p.L36R, MED12:p.G44S, METAP2:p.Y137N, METTL9:p.Y57F, MGP:p.V15L, MKI67:p.R2222K, MUC16:p.T11005I, MUC4:p.S3941N, MUC4:p.S3941G, MUC4:p.V3091L, MUC4:p.S2951Y, MUC4:p.A2841S, MUC4:p.S2760A, MUC4:p.T2335M, MUC4:p.T1627K, MUC4:p.T1547S, MUC4:p.H1133Q, MYD88:p.M240T, NEDD4L:p.P194del, NEFH:p.S704T, NRG4:p.G21fs, OR2A25:p.S105C, OR4C16:p.Y63F, OR4N4:p.L150fs, PABPC1:p.K254fs, PIWIL1:p.P372fs, PLCD3:p.E499fs, PLEKHB1:p.S146P, PPIL4:p.S382R, PRDM4:p.*802K, PRG4:p.N675H, PRKAB1:p.P104H, R3HDM2:p.S592G, R3HDM2:p.S588N, R3HDM2:p.R206W, RPS2:p.R200G, RPTN:p.G364S, SF3B1:p.K666E, SF3B1:p.N626Y, SF3B1:p.Y623C, SIX3:p.I27L, SLC39A7:p.L456fs, SLC6A9:p.R94K, TFG:p.A382V, TGOLN2:p.K83R, TGOLN2:p.T80S, TLR2:p.D327V, TNKS2:p.T619fs, TP53:p.R273H, TP53:p.C242F, TP53:p.R175H, TWISTNB:p.H306Q, UBXN7:p.A276V, WDR78:p.N110K, XIRP2:p.V3008E, ZNF382:p.H186Q, ZNF578:p.R306H, ZNF578:p.G311S, ZNF578:p.H334R, ZNF700:p.S649C, ZNF705A:p.D298N, ZNF836:p.K608Q, and ZNF836:p.I571N; and


45. The pharmaceutical composition of any of paragraphs 30-36, wherein:

    • (a) the population of subjects is suffering from BLCA; and
    • (b) the at least one tumor-specific mutation comprises any combination of mutations selected from the group consisting of PIK3CA:p.E545K, FGFR3:p.S249C, TP53:p.R248Q, PIK3CA:p.E542K, RXRA:p.S427F, ZNF814:p.D404E, FBXW7:p.R505G, NOTCH2:p.P6fs, TP53:p.E285K, ANKRD30A:p.A353P, C3orf70:p.S6L, EFCAB6:p.R379K, ERCC2:p.N238S, FAM47C:p.Q225E, FOXQ1:p.S135L, HLA-A:p.Q78R, MUC4:p.H4205Q, OTUD4:p.T909I, SLAMF1:p.S277fs, SPRED3:p.S128del, TMCO2:p.S15fs, TP53:p.R280T, TP53:p.E271K, TP53:p.A159V, ZNF706:p.I8N, ZNF706:p.R3P, ACACB:p.E2318Q, ACPP:p.E321K, ACRC:p.A264V, ADAMTS2:p.23_24insL, AFF3:p.E919K, AHNAK:p.S4150F, AHNAK:p.D2889H, AHNAK:p.V1940A, ALX4:p.R126Q, ANKRD12:p.E627K, ANKRD32:p.T999N, ARID1A:p.S614L, ASXL2:p.117_118SS>S, ATP12A:p.R858C, ATP9A:p.R519Q, BCAS3:p.T214M, BPI:p.M255I, CACNG8:p.V146G, CAMSAP1:p.T466fs, CDC27:p.I91fs, CDKN1A:p.E44fs, CEP192:p.S2058L, CGB8:p.T18A, CHRNA3:p.L23del, CHST4:p.D352N, CLIP 1:p.S018fs, COX6A1:p.S8L, CREBBP:p.D1435H, CRIPAK:p.M48fs, CSPG5:p.D119N, CUL1:p.E485K, DLC1:p.S741T, DLL3:p.D318H, DOPEY2:p.E1196K, ECM1:p.E266K, EEF1A2:p.Y418S, EEF2K:p.E673K, EMILIN1:p.R27G, ERBB2:p.S310F, ERBB3:p.M91I, ERBB3:p.V104L, ERBB3:p.D297Y, ERCC2:p.Y14C, FAM155A:p.Q86del, FAM43B:p.E272del, FASTKD3:p.Q625E, FBXW7:p.S546L, FGFR3:p.R248C, FGFR3:p.G380R, FGFRL1:p.H479fs, GBE1:p.M587I, GIMAP1-GIMAP5:p.S311C, GNA13:p.R200G, HiFOO:p.A214fs, HEATR7B2:p.E1109K, HISTIHID:p.I81M, HRAS:p.G12D, HRCT1:p.H92P, ILF3:p.E484K, KCNK2:p.S6W, KIAA0907:p.Q446P, KIF23:p.E350K, KLF5:p.S118L, KLHL15:p.D185G, LAMA4:p.E639K, LILRA1:p.H410Y, LILRB1:p.L479del, LLGL2:p.P955fs, LPIN1:p.S974L, LRRC16A:p.D227N, LRTM2:p.S139L, LURAP1L:p.55_56insGGG, MAGEC1:p.P553del, MCL1:p.E171del, MN1:p.S472L, MUC7:p.A191V, MVP:p.E412K, NBPF10:p.E3455K, NFE2L2:p.E79K, NFE2L2:p.R34G, NOS1AP:p.Q306del, OR2T35:p.V319fs, OR4N2:p.L150fs, PABPC3:p.K333fs, PAX3:p.S197L, PBX2:p.E70K, PBXIP1:p.H729del, PCDP1:p.E537K, PEX1:p.I370fs, PHLDA3:p.E82K, PLEKHM2:p.S459L, PLVAP:p.A321V, POLR3B:p.L372F, POTEC:p.R477Q, PPL:p.H326Y, PPP1R15A:p.E196K, PRDM16:p.E271Q, PRIC285:p.E1289Q, PRMT8:p.S31P, PUF60:p.S396L, RAB11FIP4:p.S596L, RAD51C:p.D167N, RAD51C:p.Y224H, RALGPS1:p.R381Q, RARS2:p.R6C, RBM26:p.P644A, RERE:p.K176N, RXRA:p.S427Y, SERPINA12:p.R211G, SF3B1:p.E902K, SLC6A9:p.R243W, SLC9A5:p.L447F, SPESP1:p.F121L, SRPRB:p.G14S, SYN2:p.A34del, SYTL2:p.I440M, TAB3:p.R211T, TAF1B:p.R292C, TAOK2:p.L981del, TAS1R3:p.E525K, TAS2R9:p.E163Q, TBC1D1:p.S71F, TBC1D2B:p.R920Q, TFPI2:p.R222C, TM6SF1:p.S15W, TMEM131:p.K640fs, TMEM19:p.G331fs, TP53:p.R273C, TP53:p.R248W, TP53:p.R175H, TP53:p.K132N, TRAM1:p.E41Q, TSKS:p.E513K, TTN:p.C20935G, UBOX5:p.S417L, UGP2:p.D262H, VGF:p.E433K, XAB2:p.E782K, XYLB:p.S87F, ZC3H4:p.E798K, ZNF208:p.K852E, ZNF208:p.I647S, ZNF626:p.G198E, ZNF749:p.Q457E, ZNF761:p.H373R, ZNF799:p.T43A, ZNF799:p.W41G, ZNF799:p.E589G, ZNF844:p.P503R, ZNF845:p.M423T, ZNF845:p.T479M, ZNF860:p.H464R, ZNF878:p.S181R, ZNF91:p.R333H, and ZNF91:p.H305R.


46. The pharmaceutical composition of any of paragraphs 30-43, wherein:

    • (a) the population of subjects is suffering from BRCA; and
    • (b) the at least one tumor-specific mutation comprises any combination of frameshift mutations selected from the group consisting of GATA3:p.L328fs, GATA3:p.N334fs, GATA3:p.L344fs, GATA3:p.H400fs, GATA3:p.S408fs, GATA3:p.S430fs, GATA3:p.H434fs, GATA3:p.H435fs, and GATA3:p.S408fs.


47. The pharmaceutical composition of any of paragraphs 30-36, wherein:

    • (a) the population of subjects is suffering from BRCA; and
    • (b) the at least one tumor-specific mutation comprises any combination of mutations selected from the group consisting of PIK3CA:p.H1047R, PIK3CA:p.E545K, PIK3CA:p.E542K, AKT1:p.E17K, TP53:p.R175H, PIK3CA:p.N345K, PIK3CA:p.H1047L, SF3B1:p.K700E, GATA3:p.S408fs, PIK3CA:p.E726K, TP53:p.Y220C, TP53:p.H193R, PIK3CA:p.Q546R, TP53:p.R273C, TP53:p.R248W, TP53:p.R273H, TP53:p.I195T, TP53:p.H179R, FGFR2:p.N549K, NUP93:p.E14K, PIK3CA:p.C420R, PIK3CA:p.E453K, PIK3CA:p.Q546K, TP53:p.V216M, TP53:p.C176F, CDH1:p.E243K, ERBB2:p.L755S, KRAS:p.G12V, PIK3CA:p.E545A, TBL1XR1:p.I141fs, TP53:p.G266E, TP53:p.R248Q, TP53:p.Y163C, TP53:p.C141Y, TP53:p.G108fs, ACPP:p.R43W, AKT2:p.I289M, ARHGAP9:p.R137C, C9orf174:p.R136W, CDC42BPA:p.P675T, COL12A1:p.S395L, CRISPLD1:p.R222W, CT47B1:p.234_243EKLTEEATEE>E, CYP1A2:p.V483M, DAB2IP:p.E161K, DGKB:p.S13L, DMD:p.K1772N, DPEP1:p.V11L, ERBB2:p.S310F, ERBB2:p.D769Y, ERBB3:p.E928G, ESYT1:p.R816W, FAM179A:p.A831T, FAM58BP:p.A70T, FMN2:p.S751F, GALNTL6:p.K567del, GATA3:p.L328fs, GATA3:p.N334fs, GATA3:p.L344fs, GATA3:p.H400fs, GATA3:p.S408fs, GATA3:p.S430fs, GATA3:p.H434fs, GATA3:p.H435fs, GDAP1:p.T307A, GRB14:p.A300T, GUCY2C:p.G549C, IL17B:p.R34W, KCNB2:p.R231H, KIF1B:p.R1320W, KIF26B:p.V1113M, KLF4:p.K434Q, LY9:p.I69L, MAP2K4:p.S184L, MAP2K4:p.S251L MAP2K4:p.T261fs, MAP3K1:p.L318fs, MAP3K1:p.I761fs, MAP3K1:p.V1346del, MAP3K1:p.L1384fs, MAPK13:p.E315K, MAPK4:p.V100M, MARCH5:p.R170C, MBP:p.E120K, MEFV:p.R377H, METTL15:p.Q53E, MS4A4A:p.V99M, MUC17:p.R4415H, MYH6:p.T847M, MYO5B:p.A405V, NARS2:p.P240R, NLGN4X:p.D382N, NLRC4:p.R288W, OR13G1:p.R258H, OR2AK2:p.V451, OTOF:p.T388M, PACSIN2:p.Q331H, PALM2-AKAP2:p.A299T, PCDH19:p.R286C, PCDHGC5:p.D664N, PIK3CA:p.R88Q, PIK3CA:p.E110del, PIK3CA:p.K111del, PIK3CA:p.PVPHGLEDL447del, PIK3CA:p.L455fs, PIK3CA:p.M1004I, PIK3CA:p.M1043I, PIK3CA:p.N1044Y, PIK3R1:p.KPDL567del, PREX2:p.R363Q, PRRX1:p.A196V, PTEN:p.V317fs, RGSL1:p.V222I, RUNX1:p.R142fs, RUNX1:p.D96fs, SCN2A:p.R36K, SLC25A32:p.Q83E, SLC25A45:p.G106C, STRA6:p.Q68R, STX6:p.H153D, TBX3:p.H187Y, TFPT:p.S252C, TINAG:p.R332W, TMEM71:p.R63Q, TP53:p.E286K, TP53:p.R282W, TP53:p.V272M, TP53:p.S241fs, TP53:p.C238fs, TP53:p.C238F, TP53:p.C238Y, TP53:p.Y234C, TP53:p.Y220S, TP53:p.R209fs, TP53:p.G199V, TP53:p.L194R, TP53:p.H193L, TP53:p.H193Y, TP53:p.V173L, TP53:p.V173M, TP53:p.K132N, TP53:p.R110fs, TUBD1:p.A200V, VLDLR:p.R231H, VWA3A:p.V955I, VWF:p.K1720N, XPO1:p.E571K, and ZNF268:p.F901 del.


48. The pharmaceutical composition of any of paragraphs 30-36, wherein:

    • (a) the population of subjects is suffering from COAD; and
    • (b) the at least one tumor-specific mutation comprises any combination of mutations selected from the group consisting of KRAS:p.G12D, BRAF:p.V600E, KRAS:p.G12V, ACVR2A:p.K435fs, GRB14:p.KKK295del, SEC63:p.L532fs, TGFBR2:p.E125fs, ATR:p.K771fs, ICA1:p.N204fs, KRAS:p.G12C, TP53:p.R175H, ABCA8:p.R842Q, ACTL7B:p.R354H, ACVR2A:p.K435fs, AIM2:p.K340fs, ALG2:p.S302Y, ANKIB1:p.K144fs, ARSG:p.V131I, ATP10D:p.R311H, AXIN2:p.W663fs, C5orf30:p.D4N, CACNG3:p.V134I, CASP5:p.K78fs, CC2D2A:p.R1284C, CDH10:p.E349K, DNMT1:p.E432K, DOCK2:p.G170R, DOCK5:p.E177K, EGR2:p.R390H, ERBB3:p.V104M, FAM135B:p.R884H, FBXW7:p.R505C, FBXW7:p.R465H, FHDC1:p.R254W, FOXL1:p.N89K, HCN4:p.R525H, HLA-DMA:p.E84K, HTR3B:p.R236C, ITGA4:p.T673M, KIF18A:p.R17C, KIF20B:p.E991K, KLHL5:p.R326C, KRAS:p.A146T, KRAS:p.G13D, LPHN3:p.R1183Q, MAP2K4:p.R287H, MAPK8IP1:p.L217fs, MFSD5:p.R280Q, MUC16:p.R8606H, MYO6:p.D1180N, NAA25:p.S807Y, NBPF14:p.V44L, NRAS:p.Q61K, NRAS:p.G13R, PAX3:p.T424M, PGAM1:p.R240H, PHF3:p.R1410I, PIK3CA:p.R88Q, PIK3CA:p.E545K, PIK3CA:p.H1047R, PLXNA3:p.V14fs, POSTN:p.R508C, PTPRU:p.D1434N, PYGO2:p.Q150fs, RBBP7:p.E274K, SFPQ:p.R611Q, SGSM1:p.F117L, SLC25A40:p.R96Q, SLC8A1:p.R431H, SLITRK3:p.S298L, SPATA22:p.S150L, SUN3:p.E128K, TGFBR1:p.S241L, TP53:p.R273H, TP53:p.R273C, TP53:p.R248W, TRPV5:p.R492H, USP40:p.S851L, VPS13C:p.D1359Y, ZBTB24:p.L607I, ZNF434:p.R306C, ZNF443:p.R301I, ZNF484:p.R138C, and ZNF770:p.S441P.


49. The pharmaceutical composition of any of paragraphs 30-36, wherein:

    • (a) the population of subjects is suffering from GBM; and
    • (b) the at least one tumor-specific mutation comprises any combination of mutations selected from the group consisting of HSD17B7P2:p.N175S, IDH1:p.R132H, EGFR:p.A289V, EGFR:p.G598V, WASH3P:p.G175S, ZNF814:p.D404E, RPSA:p.Q111E, NBPF10:p.E3455K, TP53:p.R248Q, BRAF:p.V600E, EGFR:p.A289T, PRB2:p.N230del, RGPD5:p.P1760A, TP53:p.R175H, CHEK2:p.K373E, EGFR:p.R108K, EGFR:p.R222C, PIK3CA:p.E545K, PIK3R1:p.G376R, POTEC:p.K507E, SDHAP2:p.V195E, SLC6A10P:p.K88N, TP53:p.R282W, TP53:p.R273H, CD3EAP:p.K219del, DST:p.R146C, EGFR:p.A289D, EGFR:p.H304Y, FRG1B:p.S71N, GOLGA8DP:p.A116E, KRTAP4-11:p.R121K, KRTAP4-11:p.S48R, MAP3K1:p.P324L, OGDH:p.I78fs, PODXL:p.S162fs, PSPH:p.V145I, SPINT1:p.A316V, TP53:p.R248W, TP53:p.G245S, TP53:p.Y220C, TP53:p.R158H, TSHZ2:p.A222T, UBC:p.L149R, ZDHHC4:p.R300H, ZNF844:p.R447P, AASS:p.T878fs, ABCC10:p.R570W, ADAM29:p.V205I, ADAMTS8:p.V524M, AGAP3:p.R766W, AICDA:p.Y144F, AK7:p.A159V, AK8:p.D243A, ANO2:p.R334C, AOX1:p.A507V, ARHGAP5:p.M691L, CALN1:p.V2311I, CARM1:p.A202V, CD163L1:p.V721M, CD1D:p.L25fs, CD209:p.A283T, CDH18:p.A195T, CILP2:p.V553M, CIZ1:p.L89P, CLOCK:p.L123fs, COL6A5:p.T2224M, CSF2RB:p.G298S, CSMD3:p.E171K, CYP2D6:p.H352R, DCAF12L1:p.R335H, DCAF12L2:p.R246H, DPP10:p.V183I, DPY19L2P1:p.R378Q, DQX1:p.R505H, DRD5:p.S275R, DVL2:p.V66G, EFCAB6:p.R379K, EGFR:p.L62R, EGFR:p.R252C, EGFR:p.P596S, EGFR:p.P596L, EGFR:p.G598A, EGFR:p.E709K, EPHA1:p.A184T, ERC2:p.R20H, ESPNP:p.R627Q, FAM126B:p.R382H, FBN3:p.V886I, FGF14:p.T229M, FLG2:p.H1901fs, FLG:p.R2886H, FLNA:p.V1240M, FOXG1:p.H57del, FPR2:p.R54Q, FRG1B:p.K13N, FRG1B:p.A53T, GABRA6:p.V314L, GJB3:p.R160H, GLT8D2:p.A178V, GRM3:p.R183C, HERC1:p.R2330H, HNF1B:p.T417M, HTRA3:p.Q403R, IDH1:p.R132G, IFNA10:p.L80F, IFNA10:p.V79A, JHDM1D:p.R313H, JPH1:p.A395T, KEL:p.V411M, KIAA0907:p.R516fs, KIAA1704:p.D88del, KLK6:p.R120H, KRAS:p.G12D, KRTAP4-7:p.L121V, KRTAP4-7:p.L148V, KRTAP5-4:p.S131C, LAT2:p.L18W, LIMK2:p.R203H, LUM:p.R330C, MCOLN3:p.V141I, MGAT4B:p.T444P, MUC17:p.V77M, MUC17:p.3204_3205insP, MYO1D:p.T109M, MYO6:p.Q914fs, NAP1L5:p.140_141EE>E, NF1:p.F1658fs, NHP2L1:p.R84C, NLRP5:p.R737W, NPTX1:p.A263T, NUFIP2:p.Q29del, ODF4:p.R61C, OR11H12:p.H154P, OR2A7:p.V18I, OR2H1:p.V287I, OR2T12:p.R184H, OR5D13:p.R236C, OR5P2:p.A100V, OR6N2:p.R293C, PASD1:p.A236del, PCDH11X:p.T486M, PCDHB13:p.P221L, PDGFRA:p.E229K, PDGFRB:p.S650L, PHC3:p.T35del, PIK3C2B:p.R287fs, PIK3CA:p.M V, PIK3CA:p.R88Q, PIK3CA:p.M1043V, PIK3CA:p.H1047R, PIK3R1:p.K379N, PODNL1:p.A150V, POTEE:p.V166M, POTEG:p.R136H, PRKCD:p.G432fs, PROKR2:p.V297I, PTEN:p.C136Y, PTEN:p.S170N, PTEN:p.R173H, PTEN:p.T277I, PTEN:p.V317fs, PTPN14:p.E716del, R3HDM2:p.412_413QQ>Q, RAB11FIP5:p.R170H, RASAL3:p.R82H, RB1:p.N316fs, RDH8:p.A198V, REN:p.15_16LL>L, RIMBP2:p.R830H, SCAF11:p.E926fs, SCN7A:p.R1358H, SCNN1G:p.R564H, SDHAP2:p.R31C, SDHAP3:p.A66T, SEMG2:p.R292C, SH3RF2:p.R318C, SHB:p.A460T, SIGLEC10:p.T250M, SLC13A5:p.Q273P, SLC17A9:p.V324I, SLC22A9:p.R407Q, SLC26A3:p.V881, SLC5A3:p.A302fs, SLC9A4:p.R631H, SPAM1:p.R346Q, SPEN:p.E803fs, SPTA1:p.A2011V, SUSD5:p.T513M, SYNE1:p.R8468H, TARSL2:p.G366D, TAS2R41:p.A255T, TAT:p.R367H, TFPI2:p.R206C, THSD7B:p.R90C, TMEM147:p.A92V, TMEM156:p.R81C, TMPRSS6:p.V302L, TNFSF9:p.A232T, TP53:p.C238F, TP53:p.C238Y, TP53:p.Y234C, TP53:p.V216M, TP53:p.H179R, TP53:p.T155N, TRAPPC10:p.K133fs, TTN:p.R21402W, TTN:p.V16403M, TUBBP5:p.V102M, TYRP1:p.T352fs, UBC:p.R73L, UGT2B28:p.P289H, USH2A:p.R3719H, WASH6P:p.L211V, ZFP42:p.V227I, ZFP42:p.T264M, ZNF181:p.V305G, ZNF280B:p.E400K, ZNF534:p.N583K, ZNF563:p.W208fs, ZNF844:p.F487L, and ZPBP:p.R154C.


50. The pharmaceutical composition of any of paragraphs 30-36, wherein:

    • (a) the population of subjects is suffering from HNSC; and
    • (b) the at least one tumor-specific mutation comprises any combination of mutations selected from the group consisting of PIK3CA:p.E545K, PIK3CA:p.E542K, TP53:p.R175H, PIK3CA:p.H1047R, TP53:p.R282W, TP53:p.R248Q, TP53:p.R273H, TP53:p.R248W, TP53:p.G245S, RHOA:p.E40Q, EP300:p.D1399N, HRAS:p.G13V, MB21D2:p.Q311E, NFE2L2:p.E79Q, TP53:p.H179Y, FBXW7:p.R505G, HIST1H2BF:p.E77K, HRAS:p.G12D, MAPK1:p.E322K, NFE2L2:p.D29H, TP53:p.P278S, TP53:p.C242F, TP53:p.Y220C, TP53:p.H193L, TP53:p.H179R, TP53:p.V157F, TP53:p.R110L, AKNAD1:p.K620R, ANXA6:p.R231Q, AP1G2:p.D243N, ATAD5:p.D441N, ATP6AP2:p.E119Q, B2M:p.M1I, BCL11A:p.E579K, C1orf172:p.Y30fs, C7orf57:p.E30K, CCDC135:p.E313K, CDH12:p.P706T, CDH7:p.Q225K, CDK11B:p.E79del, CDKN2A:p.H83Y, CHCHD4:p.T79M, CIRH1A:p.S250I, CLSTN2:p.P759L, CRB1:p.L628fs, DENND5B:p.G1023E, DNAH5:p.Q1797E, DSP:p.R160G, EDA:p.L58F, EFCAB6:p.E1002K, ELF4:p.S415L, EP300:p.C1164Y, EPHA3:p.T802R, EPHA6:p.D952H, ERBB2:p.M916I, ESRRA:p.D219N, FAM101A:p.I89del, FBXO24:p.M553V, FCAR:p.V233M, GPANK1:p.Y351fs, GPR20:p.V300I, GPRASP1:p.S706L, GPRIN3:p.R633fs, GRID2:p.T649fs, GRM3:p.F682L, GUCY2F:p.S404L, HCRTR2:p.D100Y, HIST1H3C:p.K37M, HIST1H4C:p.R68P, HLX:p.S12T, HOXD10:p.Y151C, HPS3:p.K812N, HRAS:p.G12A, HRAS:p.G12S, IFT140:p.E664K, INPPL1:p.T493M, ITGA10:p.R669Q, ITGB1:p.D158N, KIAA1429:p.D1526N, KIAA1429:p.S138F, KPRP:p.E553fs, KSR2:p.T555M, LINGO2:p.P410T, LPCAT1:p.V187del, MAGEB3:p.V75A, MAP3K7:p.E524Q, MAP4K3:p.P657fs, MAP9:p.K485N, MARS2:p.R481Q, MBOAT7:p.R424W, MUC16:p.R12774H, MUC5B:p.T4388M, MYH11:p.E993K, MYOCD:p.T493M, MYOM1:p.R63Q, NANOS3:p.S183L, NCOR1:p.R1561Q, NCOR1:p.Q169E, NCR1:p.D213N, NFE2L2:p.E79K, ODZ1:p.R366M, OPN1MW:p.A285T, OR2M2:p.A95fs, OR2M3:p.M273I, OR2T33:p.R120S, OR6V1:p.1248fs, PABPC5:p.P58L, PACSIN1:p.E359K, PIK3CA:p.M1043V, PIK3CA:p.H1047L, PIWIL1:p.V699M, PLIN5:p.430_431insNG, PLXNA3:p.P58S, PRB1:p.R274fs, PRSS1:p.D107N, RAC1:p.A159V, RGS7:p.L21fs, RPA1:p.R31H, RPL18:p.R178fs, SF11:p.R821Q, SLC35D3:p.*417S, SLC5A7:p.G336C, SMARCA4:p.P913L, STAT3:p.D661V, SYCP2:p.K474N, SYT6:p.R249H, TBX21:p.E494K, THSD7A:p.R1046C, THSD7A:p.C728F, TMC3:p.R934S, TMTC2:p.T409R, TP53:p.E285K, TP53:p.C275F, TP53:p.R273C, TP53:p.G266E, TP53:p.G262V, TP53:p.R249S, TP53:p.G245V, TP53:p.C238F, TP53:p.M237I, TP53:p.Y236C, TP53:p.Y236D, TP53:p.R196P, TP53:p.PHHERC177del, TP53:p.V173L, TP53:p.V173M, TP53:p.Y163C, TP53:p.P151T, TP53:p.V143M, TP53:p.P58fs, URI1:p.S13fs, ZNF177:p.K384N, ZNF750:p.S96fs, and ZZZ3:p.R5Q.


51. The pharmaceutical composition of any of paragraphs 30-36, wherein:

    • (a) the population of subjects is suffering from KIRC; and
    • (b) the at least one tumor-specific mutation comprises any combination of mutations selected from the group consisting of WASH3P:p.G175S, VHL:p.L89H, VHL:p.S111N, WDR52:p.V1227G, KRT1:p.552_559YGSGGSSY>Y, KRTAP1-1:p.S34C, PALM2-AKAP2:p.1075_1076insEA, ZNF814:p.D404E, DOPEY2:p.Y2048S, KAT2B:p.W111fs, PABPC1:p.E156fs, PCDHGC5:p.G599V, PIK3CA:p.E545K, RRAD:p.A278E, SIRPA:p.D131del, UQCRFS1:p.I83V, VHL:p.P45L, VHL:p.V74D, VHL:p.R82P, VHL:p.L116fs, VHL:p.L158V, VHL:p.L169P, WDR73:p.DGTRSQ315del, ABCA3:p.E95D, ABCC5:p.L1090fs, ACADS:p.R330H, ACAN:p.G952E, ACSM2A:p.L402fs, ADAM23:p.K380M, ADH1A:p.D154V, AFF3:p.SA620del, AGAP6:p.D69fs, AGAP7:p.E71fs, AHNAK:p.5_6insE, AIDA:p.K247M, ALAS1:p.G302R, ANAPC16:p.R95fs, ANK2:p.N453S, ANKRD36:p.K378R, ARHGEF5:p.E487G, ARSD:p.AGV234del, ARSD:p.A234G, ATP2A1:p.G704C, ATP7A:p.Q990fs, AVIL:p.G299fs, AXDND1:p.EQ991del, BAP1:p.N78S, BAP1:p.M1I, BLM:p.H660Q, BMPER:p.RIAL444del, BRK1:p.K70Q, BTRC:p.I416M, C16orf55:p.D118A, C19orf33:p.K102E, C20orf132:p.E382D, C2orf71:p.1225_1226insS, C6orf132:p.173_182PPPLLLEPPP>P, CASP5:p.R23fs, CATSPER4:p.T425M, CCDC120:p.I8V, CCR5:p.S185I, CCZ1:p.E214D, CD7:p.P174fs, CDAN1:p.L646fs, CDH23:p.F1132Y, CDK5RAP2:p.H1592Q, CENPB:p.E410V, CERCAM:p.A85fs, CHEK2:p.K373E, CHIT1:p.P284fs, CLCN2:p.645_645R>RR, CLUL1:p.G463R, CNTNAP4:p.Y436S, CUL9:p.D1726E, CWC25:p.K364E, CXorf51B:p.V431, DDX39B:p.F149fs, DIRAS1:p.G79C, DISP2:p.F1021S, DNMBP:p.T78P, DOCK8:p.A177fs, DPCR1:p.H383N, DPCR1:p.L768del, EGFR:p.L838M, ENPEP:p.F289C, ESPNP:p.W122fs, FAM105A:p.H126N, FAM186A:p.IPPQAQELEIPL1556del, FAM194B:p.EEEEYL135del, FAM22F:p.S691 del, FAM22F:p.P690fs, FAM47A:p.LRPEPPETGVSH235del, FAM47C:p.P388S, FAM78A:p.W192L, FBXO34:p.Q294fs, FGFR3:p.R571fs, FGFR3:p.P716H, FMN2:p.AIPPPPPLPGA956del, FOXD4L4:p.C405fs, FUT6:p.S140fs, GJA1:p.A31 fs, GOLGA5:p.L492I, GPM6A:p.A50V, GPRIN1:p.231_239RKEDPGSLR>R, GRAMD1B:p.P356H, GREB1:p.S344Y, GRM6:p.A718fs, GUSB:p.L501V, GUSB:p.C500R, HBB:p.F86C, HDAC6:p.G977D, HEXDC:p.T482P, HNFJB:p.N302K, HNRPLL:p.M327V, HRC:p.P439fs, HSFX2:p.D92E, IL1RAP:p.F50C, IVL:p.EQQEGQLKHP167del, KANK4:p.S253P, KCNJ18:p.E378K, KIAA1751:p.K97N, KRT1:p.SSYGSGG557del, KRT2:p.L299W, KRT4:p.F154fs, KRTAP10-6:p.49_49P>PSCCAP, KRTAP5-7:p.C120Y, KRTAP9-2:p.CCQP140del, LARS:p.P185fs, LCP1:p.P445fs, LOC338651:p.PHRSHSPPWS102del, LRCH2:p.D717G, LTA4H:p.F107L, LYST:p.Q710H, MAFA:p.207_208HH>H, MAGEC1:p.P239del, MAP2K5:p.Q445R, MAPKAPK2:p.T214fs, MARCKS:p.K152fs, MED12L:p.P2071 S, MEGF6:p.A582fs, MGST3:p.G143fs, MLXIPL:p.S790R, MOCOS:p.S849P, MST1R:p.M464V, MTOR:p.C1483F, MTOR:p.L1460P, MUC16:p.P11260A, MUC17:p.R1227fs, MUC17:p.H1228fs, MUC2:p.1480_1481insI, MUC6:p.P1569fs, MYO3A:p.N525S, NBPF3:p.D491V, NCOR1P1:p.L52P, NDUFA4L2:p.G3fs, NEFH:p.651_651K>KAKSPEK, NES:p.V611L, NFAT5:p.Q906E, NOXO1:p.G3fs, NR2C1:p.S270I, NSMCE2:p.Q31fs, NUDT21:p.W13fs, ODZ2:p.W628fs, ONECUT1:p.L424M, OR10A3:p.F73V, OR4F4:p.E15G, OR4N2:p.L150fs, OR51B5:p.A66fs, OR7C1:p.F104fs, PABPC1:p.Y408F, PABPC1:p.K333fs, PABPC1:p.A181T, PABPC3:p.P191T, PALLD:p.A996T, PALM2-AKAP2:p.G1118fs, PARD6A:p.G84fs, PASK:p.T62I, PCDH15:p.C1713F, PCNT:p.G136S, PGM5:p.G426fs, PGPEP1L:p.R164fs, PIK3C2B:p.F1473L, PIK3CA:p.N1044K, PIK3R5:p.L371R, PITRM1:p.P816T, PLIN4:p.T347I, PODXL:p.28_30PSP>P, POLR1C:p.K332Q, POTED:p.I214V, PPM1E:p.R311W, PRKCE:p.Q157fs, PROX1:p.V225D, PRRC2C:p.P1883T, PRX:p.P549L, PSD3:p.T563P, PTCH1:p.P689H, RANBP3:p.L386W, RASGEF1C:p.A188T, RGPD6:p.F946L, RHEB:p.Y35N, RIMBP3:p.A396del, RIN3:p.L449V, RLIM:p.S501L, RNF17:p.S351C, RUNX2:p.P466H, SCAF1:p.P208fs, SDK1:p.K508fs, SECISBP2:p.D608E, SERPIN B3:p.S209C, SESTD1:p.I306M, SFRP4:p.P325fs, SH3KBP1:p.P563fs, SIPA1L3:p.G777A, SLC13A2:p.L493fs, SLC16A9:p.CVLLGG470del, SLC25A5:p.A118T, SLC44A5:p.V70F, SLC4A8:p.N229K, SLC52A1:p.G370del, SLC52A2:p.G399fs, SLC6A10P:p.K88N, SLC6A4:p.A85fs, SLC9B1:p.V446fs, SON:p.VLESSAVT1359del, SP8:p.G165del, SPAG1:p.353_354insD, SPATA9:p.C189F, SPEG:p.A992fs, SPTB:p.T1864I, SRA1:p.V110L, STAT6:p.P354fs, STK11IP:p.A155E, STXBP3:p.E279G, SVIL:p.M93T, SYNE1:p.R8468S, SYNJ2:p.K832T, SYNPO:p.G619fs, TAOK2:p.Q899fs, TAS2R38:p.1311T, TBC1D12:p.F608Y, TBC1D1:p.H277R, TBC1D3:p.A556fs, TBC1D3C:p.A495fs, TBC1D3F:p.A556fs, TCF7:p.H140P, TDRD10:p.W276C, THRAP3:p.K551R, TMEM102:p.A110P, TMEM161B:p.L142P, TMEM230:p.D140G, TMEM47:p.G87S, TRDN:p.*730Y, TTBK1:p.T1065S, UBE2O:p.R1118fs, UBR5:p.T1306fs, UPK3A:p.G272fs, VHL:p.G39S, VHL:p.S65L, VHL:p.N78D, VHL:p.R79P, VHL:p.W88L, VHL:p.L89P, VHL:p.R107P, VHL:p.S111R, VHL:p.H115N, VHL:p.D121Y, VHL:p.G123fs, VHL:p.D126fs, VHL:p.L128H, VHL:p.L135F, VHL:p.I151T, VHL:p.L153P, VHL:p.L158P, VHL:p.Q164fs, VHL:p.L184P, VHL:p.L188P, WASH6P:p.315_316insAPP, WASH6P:p.T201M, WWP2:p.G458A, ZCCHC6:p.K937N, ZFAND2B:p.I49T, ZFR2:p.Y107N, ZNF273:p.N319K, ZNF462:p.S650T, ZNF516:p.A256D, ZNF519:p.H431Y, ZNF687:p.F858C, ZNF732:p.E227Q, ZNF880:p.Q406R, ZP3:p.V362fs, and ZRANB1:p.*735fs.


52. The pharmaceutical composition of any of paragraphs 30-36, wherein:

    • (a) the population of subjects is suffering from LAML; and
    • (b) the at least one tumor-specific mutation comprises any combination of mutations selected from the group consisting of NPM1:p.W288fs, DNMT3A:p.R882H, NPM1:p.L287fs, IDH2:p.R140Q, IDH1:p.R132C, FLT3:p.D835Y, DNMT3A:p.R882C, FLT3:p.600_601insFREYEYD, IDH1:p.R132H, NRAS:p.G13D, U2AF1:p.S34F, KIT:p.D816V, FLT3:p.D835E, IDH2:p.R72K, NRAS:p.G12D, WT1:p.S381fs, ABTB1:p.L249fs, DNMT3A:p.R736H, FLT3:p.D835H, KRAS:p.G12D, NPM:p.L287fs, NRAS:p.Q61H, NRAS:p.Q61K, PHACTR1:p.V251fs, RBBP4:p.E330K, RUNX1:p.R135G, and U2AF1:p.S34Y.


53. The pharmaceutical composition of any of paragraphs 30-36, wherein:

    • (a) the population of subjects is suffering from LUAD; and
    • (b) the at least one tumor-specific mutation comprises any combination of mutations selected from the group consisting of KRAS:p.G12C, KRAS:p.G12V, EGFR:p.L858R, U2AF1:p.S34F, KRAS:p.G12A, TP53:p.R158L, KRAS:p.G12D, PIK3CA:p.E545K, TP53:p.R273L, EGFR:p.ELREA746del, KRAS:p.G13D, A2ML1:p.S654fs, BRAF:p.G469V, CTNNB1:p.S37F, EGFR:p.G719A, KRAS:p.G13C, MYOF:p.G165fs, EGFR:p.S768I, FAM47C:p.G948W, KRAS:p.Q61L, MYH10:p.L1091fs, NRAS:p.Q61L, OR4C3:p.H130fs, PI15:p.V22F, RAD50:p.D69Y, RIT1:p.M90I, TP53:p.C275F, TP53:p.R249M, TP53:p.R249G, TP53:p.R248P, TP53:p.R175H, TP53:p.Y163C, TP53:p.A159P, TP53:p.V157F, TP53:p.G154V, ABCB1:p.R467L, ACBD3:p.R224L, ACTA1:p.G275C, ACTN2:p.D893Y, ADAM30:p.Q741H, ADAMTS14:p.G238C, ADAMTS20:p.R1251S, ADAMTS20:p.R541L, ADAMTS5:p.L549M, ADAMTS9:p.G659W, ADCY2:p.P1016T, ADCY5:p.G623C, AFP:p.A182G, AHDC1:p.P155Q, AKAP1:p.LDRNEEG317del, ALKBH1:p.K137E, ANK2:p.Q3076L, ANKRD44:p.G339C, ANO3:p.A41S, AP1G1:p.R723L, APBB2:p.T243fs, APOB:p.L973M, APOBR:p.R840L, AQP10:p.Q261L, ARAP3:p.R1226L, ARFIP2:p.R86L, ARHGAP36:p.P16H, ARL13B:p.R358L, ASCC2:p.R365L, ASPM:p.S240F, ASXL3:p.P1470Q, ATRN:p.P197Q, AVIL:p.G64W, AXDND1:p.W101R, B3GAT1:p.R125L, BARX2:p.R68P, BCL9L:p.G980C, BCOR:p.N1459S, BEND2:p.P536Q, BMS1:p.G455V, BRAF:p.V600E, BRAF:p.G466V, BRD9:p.G330W, BRF1:p.V469L, BRWD3:p.H160N, BTRC:p.G260W, C11orf68:p.V135L, C15orf2:p.V753F, C15orf2:p.G906W, C18orf8:p.M61I, C1GALT1:p.G299V, C1orf173:p.G1454S, C1orf173:p.S688Y, C1orf87:p.R541L, C2orf53:p.P272H, C3orf20:p.R740L, C7:p.R687S, C7orf58:p.G140W, C7orf58:p.R238L, CACNA1A:p.S772Y, CACNA1D:p.R1073L, CACNA1E:p.R2089Q, CACNA2D1:p.A352E, CACNG3:p.R232W, CADPS:p.R959S, CALB2:p.R258C, CAMK2B:p.G131V, CARD11:p.I1065M, CCDC111:p.R417L, CCDC141:p.E1204V, CCDC19:p.R279L, CCDC19:p.R207L, CCKAR:p.L271M, CD1B:p.W41L, CDH10:p.S577R, CDH10:p.R472C, CDH10:p.R128S, CDH18:p.A721S, CDH20:p.P433H, CDH6:p.Q237K, CDK13:p.R880S, CDK4:p.R24L, CELF4:p.A309P, CFDP1:p.P129fs, CHN1:p.K264N, CHRNA4:p.S396R, CHRNA9:p.P361Q, CLCNKA:p.P124Q, CLEC12B:p.W217L, CLK4:p.R68L, CNTFR:p.D252Y, CNTN6:p.R807M, CNTNAP2:p.F395L, COL19A1:p.P538Q, COL5A2:p.G612W, COL5A2:p.G516W, COL9A1:p.P211Q, CPE:p.P290Q, CPNE8:p.Q127H, CPSF4:p.P219Q, CRIPAK:p.S180fs, CROT:p.Q580H, CRTC3:p.S363L, CSMD2:p.P1855Q, CSMD3:p.T2810N, CSMD3:p.P2727T, CSMD3:p.Q174H, CUBN:p.G596C, CUL4B:p.R91S, CUL7:p.L371F, CXCL9:p.K122N, CXCR4:p.E345Q, CXorf59:p.R198M, CYP11B1:p.R498G, CYP27A1:p.P112Q, CYP2B6:p.A444E, DACH2:p.R539L, DCC:p.R446H, DDX56:p.R329L, DEFA1:p.W90C, DENND2A:p.R688Q, DENND2A:p.R499L, DMBT1:p.R1521L, DNAH5:p.R3822L, DNAH9:p.S2993R, DNAI2:p.V231L, DPP6:p.L757F, DSG4:p.R128L, DST:p.A4410S, DZIP3:p.M322L, EBF3:p.R231 S, EFCAB4B:p.E265Q, EHHADH:p.Q704H, ELAVL2:p.L263F, EMR1:p.R493H, ENAH:p.R514L, ENPP1:p.G738E, EPB41L3:p.A896S, EPG5:p.R2289L, EPHA1:p.G111V, EPHB6:p.R337H, EPRS:p.V1151L, ERBB2:p.S310Y, ERBB2:p.774_775insAYVM, ERBB2:p.776_776G>VC, ERN2:p.T295K, FAM120B:p.P467H, FAM127C:p.F52L, FAM135B:p.W240C, FAM210B:p.L112F, FAM47A:p.R690L, FAM47B:p.W163C, FAM47B:p.L567F, FAM5C:p.R457G, FAM70B:p.P277T, FAM71B:p.L583M, FAM75A6:p.R304S, FAM75A6:p.P54L, FAM75D1:p.R1265S, FARP1:p.R299L, FAT1:p.R4359L, FAT3:p.R1266H, FAT3:p.G1899V, FAT3:p.H3574N, FBXO18:p.M144I, FBXO31:p.G443fs, FCGBP:p.A1022S, FCRL2:p.V505L, FERD3L:p.P92H, FGB:p.E339Q, FGFR2:p.E116K, FGFRL1:p.R243L, FGFRL1:p.V274L, FKBPL:p.R320L, FLG2:p.G1545V, FLG2:p.L572F, FLG:p.P3254H, FLG:p.P2466Q, FMN2:p.P992T, FOLH1:p.A643S, FOXRED1:p.R136L, FRAS1:p.C382F, FRG2B:p.D142Y, FRMPD1:p.E1093Q, FSHB:p.T43N, GABRA5:p.Q224K, GADL1:p.L352I, GAL3ST3:p.A271S, GALNT14:p.D234E, GAS8:p.R313S, GATA3:p.M443I, GCDH:p.R82C, GEM:p.R268L, GFRAL:p.Q308K, GIT2:p.R123L, GJB4:p.R22S, GLB1L2:p.I407M, GLOD4:p.Q223fs, GNAO1:p.P283Q, GPNMB:p.174M, GPR137B:p.G240C, GPR158:p.P762T, GPR98:p.G4307W, GRB7:p.R239L, GRHL1:p.G608W, GRID1:p.R683L, GRIK1:p.R368Q, GRM5:p.P895fs, GTF2E1:p.R192L, H3F3C:p.R131L, HAO2:p.H12N, HCN1:p.P231Q, HECW1:p.A183S, HGF:p.M686T, HIP1:p.R940L, HIST1H1E:p.R25P, HLA-DMA:p.A236fs, HOXA5:p.G11C, HS3ST3A1:p.G399W, HSD17B6:p.F209L, HSPA13:p.V85L, HSPBAP1:p.R282L, HTR5A:p.W298C, IGHMBP2:p.R615S, IL2:p.R103M, IL2RA:p.G61W, IL32:p.P215T, ING1:p.A220S, INMT:p.G56V, ITGA8:p.G616C, ITGAD:p.L528fs, ITGAX:p.R283H, ITIH1:p.G254W, ITIH2:p.L842V, ITK:p.R29L, ITPR2:p.P358Q, JMJD1C:p.R1198S, KCNA1:p.G376C, KCNH8:p.M455I, KCNJ3:p.L430F, KCNK18:p.G23V, KCNK2:p.R166L, KEAP1:p.G603W, KEAP1:p.R260L, KEAP1:p.S144F, KHDRBS2:p.S203L, KIAA1211:p.P1203Q, KIAA1549:p.L1272F, KIAA1755:p.Q108H, KIF15:p.E252Q, KIF9:p.G480R, KIRREL:p.G604C, KLF5:p.E419Q, KRAS:p.Q61H, KRTAP10-12:p.R64P, KRTAP27-1:p.M124I, KRTAP4-5:p.C91F, KRTAP5-1:p.S193Y, L1CAM:p.R632S, L3MBTL4:p.W162L, LAMA1:p.D1030Y, LAMB1:p.T1610fs, LAMB4:p.G1239W, LAMB4:p.G588W, LEF1:p.I53V, LEKR1:p.Q450K, LIM2:p.S150T, LIPJ:p.P236Q, LPHN3:p.E740D, LPPR4:p.R527S, LRFN5:p.N132K, LRP1B:p.G3563C, LRP2:p.M4039I, LRRC4C:p.Q1L, LRRIQ1:p.W792L, LRRTM4:p.S243Y, MAGEA10:p.R7H, MAGEC2:p.W109C, MAGI1:p.G1156V, MAGI2:p.P1044T, MAK:p.P373Q, MAP2K1:p.K57N, MARCH11:p.R193L, MEPE:p.G142C, MKI67:p.R1081 S, MKRN3:p.P448H, MLL3:p.N393K, MLL3:p.Q356K, MMRN1:p.A1013S, MOGAT2:p.Q66fs, MXRA5:p.D324Y, MYH4:p.T790M, MYH8:p.R1117C, MYH8:p.H1006N, MYO5B:p.R708L, MYO7B:p.P2040H, MYO9B:p.R94L, MYT1L:p.P351Q, NAA11:p.T184K, NAB1:p.L72F, NAV1:p.R938L, NBPF15:p.G665E, NCAM2:p.G698C, NCAPD2:p.R220L, NDST3:p.V427I, NEK2:p.R239S, NFIA:p.L294F, NLRP3:p.R157C, NOTCH2:p.R2105L, NR4A2:p.R314L, NRG1:p.V481L, NRXN1:p.R813S, NRXN1:p.A660S, NRXN3:p.P23H, NRXN3:p.R103C, NTM:p.G333C, NUAK1:p.G173C, NYAP2:p.P437L, ODZ3:p.P218Q, OIT3:p.R508S, OOEP:p.R101C, OPN1LW:p.P283H, OR10H4:p.M199I, OR10J1:p.L157Q, OR10X1:p.L298I, OR10Z1:p.L205F, OR14A16:p.G160C, OR2A25:p.M80L OR2AG2:p.G249W, OR2AK2:p.W37C, OR2H2:p.L205F, OR2J2:p.G234W, OR2L13:p.M106I, OR2L13:p.T242A, OR2L3:p.M1I, OR2L3:p.L67I, OR2L8:p.R121C, OR2L8:p.R171S, OR2M2:p.F177L, OR2M2:p.F323L, OR2M5:p.V205L, OR2T12:p.M258L, OR2T27:p.D1 Y, OR2T33:p.P165Q, OR2T34:p.C246F, OR2T6:p.V213L, OR4C12:p.D309Y, OR4C12:p.M279I, OR4C16:p.L162M, OR4M2:p.A119S, OR4M2:p.A161 S, OR51V1:p.P298T, OR5AS1:p.M391, OR5B12:p.S289C, OR5B17:p.M266I, OR5D14:p.H246N, OR5D16:p.P264T, OR5D18:p.R123H, OR5F1:p.G44V, OR5J2:p.A36S, OR5L1:p.T275N, OR6C65:p.I154fs, OR6C75:p.G94W, OR6K2:p.P79Q, OR8D2:p.R306M, OR9A2:p.R289W, OR9G9:p.R169L, P2RX7:p.P142Q, P2RY10:p.T10K, P2RY10:p.V196L, PABPC5:p.R99S, PAPPA2:p.P917T, PAPPA2:p.P1706H, PBLD:p.P55Q, PCDH10:p.R587S, PCDH10:p.V986L, PCDH11X:p.R1010I, PCDHAC2:p.A742V, PCDHB5:p.P649S, PCDHGC5:p.K12N, PCDHGC5:p.P684H, PCLO:p.P3946T, PCMTD1:p.R271M, PDPR:p.G793W, PDYN:p.G191W, PDZD2:p.R565S, PDZD8:p.S980G, PFKM:p.R118S, PIGM:p.R225L, PIK3CA:p.E542K, PIK3CG:p.V165L, PLLRA:p.S291fs, PLCE1:p.G564C, PLCL1:p.M564I, PLEKHA6:p.R110L, PNKP:p.G174W, POGZ:p.G75W, POLE:p.R573L, POM121L12:p.P231T, POM121L12:p.P242H, POTEE:p.V288M, POTEM:p.S78R, POU3F3:p.D321Y, PPT2:p.R265L, PRDM16:p.P1036L, PRELP:p.D201Y, PRPF40B:p.R160S, PRPF6:p.R763L, PTEN:p.R234L, PTPN11:p.G503V, PTPN13:p.E2067K, PTPRJ:p.G334W, PTPRT:p.R928L, PTPRU:p.P559S, PXDNL:p.P1456T, QSOX1:p.R401L, QSOX2:p.R683L, RAB13:p.R167L, RAB8A:p.G20W, RAPGEFL1:p.R356L, RBM19:p.G390W, RCL1:p.P112Q, REG1B:p.W57L, REG3A:p.S150L, REG4:p.G110V, RIMS2:p.R55L, RIT2:p.R85L, RLN2:p.S138C, RNF20:p.P529Q, RORB:p.G94W, RPL10L:p.K187T, RPRD2:p.R97S, RTN1:p.S103W, RUNX2:p.R337M, RYR2:p.K2413N, RYR2:p.M4334I, RYR3:p.P1670T, S100PBP:p.R5L, S1PR1:p.L104F, SAGE1:p.H298Q, SALL1:p.E965K, SALL1:p.R898W, SALL4:p.R187L, SBSPON:p.G133W, SCAF8:p.G740C, SCG2:p.P252Q, SCML4:p.L261F, SCN2A:p.T155K, SEC24D:p.A50fs, SEC61A2:p.G126V, SERPINA12:p.D253Y, SERPINA9:p.M414I, SERPINC1:p.R45L, SGIP1:p.R502L, SH3GL3:p.R174L, SH3PXD2A:p.S759L, SI:p.V1217F, SKOR1:p.Y883C, SLC1A2:p.F348fs, SLC24A5:p.R35S, SLC25A48:p.R101S, SLC35E2:p.R201L, SLC39A12:p.C628S, SLC39A6:p.R53L, SLC4A5:p.I533V, SLC5A1:p.G53W, SLC5A7:p.G442V, SLC6A11:p.W299L, SLC6A2:p.5354C, SLC8A1:p.G433C, SLIT1:p.R1460L, SLITRK5:p.R68L, SLITRK5:p.R468M, SLITRK6:p.N741K, SORL1:p.R205L, SOS1:p.N233Y, SOX9:p.E75K, SPAG16:p.V439L, SPIN4:p.Y171C, SPRR2D:p.P30fs, SPTA1:p.G2367C, SPTA1:p.D2243Y, SSX3:p.P127T, ST18:p.H778Q, STAC3:p.G117W, STOML3:p.D86Y, STX2:p.R107L, SUMF2:p.G110E, SUN3:p.P339Q, SV2C:p.P60Q, SYNDIG1:p.D135Y, SYNE1:p.K8632E, TARS2:p.E199K, TAS2R16:p.Q177H, TCOF1:p.K264R, TCTE1:p.S127I, TDO2:p.Q197H, THSD7A:p.G810W, THSD7A:p.R801L, TIFAB:p.D43E, TIGD4:p.S312F, TLL1:p.P53Q, TMPRSS11E:p.G259C, TMTC1:p.A864D, TMTC1:p.G212V, TMX3:p.R51C, TNNI1:p.R67L, TNR:p.L692I, TOP2A:p.R736L, TP53:p.R337L, TP53:p.E285K, TP53:p.R283P, TP53:p.D281N, TP53:p.C277F, TP53:p.V274F, TP53:p.R273H, TP53:p.I255F, TP53:p.R249S, TP53:p.M237I, TP53:p.S215I, TP53:p.C176F, TP53:p.R10L, TP53:p.G105C, TP53:p.P72fs, TPO:p.E558K, TRAF6:p.R502S, TRIM42:p.Q127K, TRIM48:p.A93D, TRIM4:p.R398L, TRIM51:p.W131C, TRIM9:p.R337S, TRIML:p.H399Q, TRPM3:p.G298W, TSC1:p.G378C, TSG101:p.R276S, TSHZ1:p.K501N, TSHZ3:p.G677V, TTF2:p.R761S, TUBA3C:p.Q176fs, UBAC1:p.K330N, UBE2J2:p.G193W, UBR1:p.G1647W, UGT2B7:p.M214I, VMP1:p.E369Q, VPS13B:p.G2575W, VSTM2A:p.G75V, VWA3B:p.R557L, WBP11:p.P227fs, WDR52:p.G612C, WDR59:p.R837S, WDR75:p.P287Q, WDR88:p.G100W, ZCCHC5:p.G335W, ZFHX4:p.L811F, ZFHX4:p.T1663N, ZFHX4:p.H2511Q, ZFP14:p.Q17L, ZIC1:p.A112E, ZNF154:p.T408N, ZNF223:p.G23W, ZNF295:p.S732C, ZNF322:p.K106N, ZNF385D:p.T226S, ZNF454:p.S190I, ZNF492:p.P392H, ZNF521:p.G640C, ZNF521:p.P270H, ZNF536:p.G186C, ZNF536:p.G663W, ZNF644:p.G21W, ZNF716:p.H263L, ZNF71:p.V411L, ZNF782:p.G484W, ZNF831:p.Q617K, ZNF98:p.C492F, and ZSWIM2:p.S214Y.


54. The pharmaceutical composition of any of paragraphs 30-36, wherein:

    • (a) the population of subjects is suffering from LUSC; and
    • (b) the at least one tumor-specific mutation comprises any combination of mutations selected from the group consisting of PIK3CA:p.E545K, TP53:p.R158L, KRTAP5-5:p.GCG47del, NFE2L2:p.E79Q, CDKN2A:p.D108Y, DHX9:p.V40G, MAFA:p.207_208HH>H, NFE2L2:p.R34Q, PBX2:p.Y262F, PIK3CA:p.E542K, TP53:p.R273L, TP53:p.C242F, TP53:p.R175G, TP53:p.Y163C, TP53:p.V157F, AICDA:p.R131G, ALPK2:p.D53N, ANKFN1:p.M280I, ARPC1A:p.F212L, ASXL2:p.S1081L, C1orf74:p.D254N, C3orf30:p.D227E, CCDC121:p.W397L, CHN2:p.143M, CLEC4C:p.R179L, CLN3:p.G206S, CNTN5:p.T178N, COL2A1:p.G2753C, CPS1:p.T855K, CSMD3:p.T1094K, CSMD3:p.Q691K, DDX11:p.R167T, EGFR:p.L861Q, EME1:p.D570H, EP300:p.D1399N, ESYT3:p.S574F, FAM135B:p.L648M, FAM135B:p.Q285H, FAM47A:p.G372W, FBXW7:p.R505G, FGFR3:p.S249C, GALNT13:p.G358C, GNL3L:p.K20N, GPC5:p.R347L, HCN1:p.A714S, HCN1:p.R659L, HCN1:p.G499V, HCN1:p.P326T, HERC2P3:p.A803V, HEXDC:p.T482P, HIST1H3B:p.E74K, HIST2H2BE:p.G54D, IFNA10:p.V79A, IL7R:p.S54L, INADL:p.P1340A, ISX:p.C2F, ITGAX:p.R685H, ITPR1:p.E1883Q, KCNN3:p.80_81insQQ, KEAP1:p.G480W, KEAP1:p.R470C, KEAP1:p.V155F, KIAA1751:p.L63F, KIAA2022:p.C345F, KIR3DL2:p.K229E, KLF5:p.E419Q, LAMA4:p.M1293I, LMLN:p.G199C, LRP2:p.A516V, LRRC66:p.F458L, LSG1:p.R517L, LUM:p.R310L, MB21D2:p.Q311E, MCHR1:p.S306F, MKRN3:p.G270V, MUC16:p.N11594K, NFE2L2:p.G81S, NFE2L2:p.G31A, NFE2L2:p.L30F, NFE2L2:p.D29H, OR2B11:p.G10V, OR2T2:p.F13V, OR4K2:p.C254F, OR51F2:p.R67P, OR51S1:p.R159Q, OR5D18:p.T271K, OR8H2:p.L166F, OR8J3:p.S160L, OR8K3:p.K235N, PCDHB1:p.N568K, PHIP:p.I1681M, PIK3CA:p.E726K, PIK3CA:p.H1047R, PLCE1:p.G439C, PRSS57:p.E39Q, PYHIN1:p.G148A, RANBP6:p.I984L, RBMXL1:p.G305C, REG1B:p.M67I, RGS6:p.W366L, RNF5:p.T136I, RP1:p.S1771L, RRP15:p.L214F, RYR2:p.E711K, SAMD3:p.Q206H, SLITRK3:p.R214L, SON:p.S908L, SP4:p.E1 del, STK11:p.G279fs, TARBP1:p.L782V, TBCD:p.R476C, TMPRSS11F:p.R274Q, TP53:p.R337L, TP53:p.E271K, TP53:p.R267P, TP53:p.G245V, TP53:p.Y234C, TP53:p.Y220C, TP53:p.H214R, TP53:p.H193L, TP53:p.H179L, TPTE:p.M541I, TRIM7:p.L332I, TTN:p.T32425M, ZFP36L2:p.D240N, ZNF208:p.H883Q, ZNF48:p.R235H, ZNF626:p.K473R, ZNF676:p.P43T, ZZZ3:p.R162Q.


55. The pharmaceutical composition of any of paragraphs 30-36, wherein:

    • (a) the population of subjects is suffering from OV; and
    • (b) the at least one tumor-specific mutation comprises any combination of mutations selected from the group consisting of TP53:p.R273H, TP53:p.Y220C, TP53:p.R248Q, TP53:p.R175H, TP53:p.R273C, TP53:p.1195T, TP53:p.R248W, TP53:p.R282W, TP53:p.C176Y, TP53:p.V157F, TP53:p.S241F, TP53:p.H179R, TP53:p.G245S, TP53:p.H193R, ADCY2:p.V888I, B2M:p.M1V, BAP1:p.R227C, CYP4A11:p.V185F, DNAH5:p.R3197Q, GART:p.K807fs, GRIN2B:p.R519Q, HRNR:p.M1fs, KLHL29:p.L716fs, KRAS:p.G12V, MGA:p.R2435Q, MYO3A:p.N525S, NPAS2:p.Q201R, NRAS:p.Q61R, PDAP1:p.K55fs, PGAP1:p.F565C, TP53:p.S315fs, TP53:p.C275Y, TP53:p.R273L, TP53:p.V272M, TP53:p.G266V, TP53:p.G266R, TP53:p.D259Y, TP53:p.P250L, TP53:p.G245D, TP53:p.G245V, TP53:p.G244C, TP53:p.C238fs, TP53:p.Y236C, TP53:p.Y234C, TP53:p.V216M, TP53:p.S215R, TP53:p.Y205C, TP53:p.L194R, TP53:p.P191del, TP53:p.Y163C, TP53:p.A159V, TP53:p.K132N, TRPC7:p.D210V, UXS1:p.V100L, WNT11:p.C344Y, and ZNF295:p.E885A.


56. The pharmaceutical composition of any of paragraphs 30-36, wherein:

    • (a) the population of subjects is suffering from READ; and
    • (b) the at least one tumor-specific mutation comprises any combination of mutations selected from the group consisting of KRAS:p.G12V, TP53:p.R273H, KRAS:p.A146T, KRAS:p.G12D, TP53:p.R175H, AKAP9:p.L3482I, APBA1:p.E624K, BAG5:p.D439N, C17orf97:p.E230D, CDH23:p.F177L, CERS3:p.E95D, DNAH5:p.R982H, ERBB2:p.V842I, GABRB3:p.D500N, KRAS:p.G13D, KRAS:p.G12C, KRAS:p.G12S, LRP6:p.R675Q, MACF1:p.F722L, MBOAT2:p.R43Q, MYO1D:p.E246K, NLRC4:p.E409K, NRAP:p.E327K, NRAS:p.Q61K, PCDH15:p.R1552I, PIK3CA:p.N345K, PIK3CA:p.E545K, POLE:p.S459F, PPP2R2B:p.P326L, SMAD4:p.R361H, TP53:p.R248W, ZFP2:p.R150I, and ZNF563:p.K26N.


57. The pharmaceutical composition of any of paragraphs 30-36, wherein:

    • (a) the population of subjects is suffering from SKCM; and
    • (b) the at least one tumor-specific mutation comprises any combination of mutations selected from the group consisting of BRAF:p.V600E, NRAS:p.Q61R, NRAS:p.Q61K, HSD17B7P2:p.N175S, BRAF:p.V600K, DISP1:p.G732L, IDH1:p.R132C, NRAS:p.Q61L, MUC16:p.P5119S, RAC1:p.P29S, WASH3P:p.G175S, AGAP9:p.M248V, C15orf23:p.S24F, DNAH5:p.D3236N, SPTLC3:p.R97K, TMC5:p.R276C, CFB:p.R314M, FRG1B:p.A50P, INMT:p.S212F, LOC649330:p.G93E, MAP2K1:p.P124S, RGS7:p.R44C, STK19:p.D89N, ADAM30:p.G97L, ARL16:p.G6R, ARMC4:p.E22K, BRAF:p.K601E, CAPN13:p.P405S, CD1C:p.R89C, CLCC1:p.P406Q, CNTN5:p.S379F, DNAH5:p.R742Q, EEF1B2:p.S43G, FRG1B:p.I59V, GABRG1:p.E205K, IARS2:p.R832C, IL32:p.D218fs, ISX:p.R86C, KLHDC7A:p.E635K, NAP1L4:p.P285Q, NBPF10:p.Q908E, OR2A5:p.S71L, OR4E2:p.R226Q, OR4M1:p.G41E, OR4M2:p.S268F, OR4N2:p.G41E, OR51B2:p.S163L, PCDHGC5:p.R293C, PCLO:p.R4133C, PHGDH:p.G173L, POTEG:p.D51N, PPP6C:p.R301C, PRAMEF11:p.C84S, PSG9:p.E404K, PTPRB:p.D1560N, RNF152:p.P95S, SPAG16:p.P488S, SPATA8:p.E18K, TAF1A:p.R172M, TCEB3C:p.E308K, THSD7B:p.E126K, TTN:p.E12129K, XIRP2:p.D2439N, and ZNF831:p.R1393Q.


58. The pharmaceutical composition of any of paragraphs 30-36, wherein:

    • (a) the population of subjects is suffering from UCEC; and
    • (b) the at least one tumor-specific mutation comprises any combination of mutations selected from the group consisting of RPL22:p.K15fs, PTEN:p.R130G, PTEN:p.R130Q, KRAS:p.G12D, KRAS:p.G12V, PIK3CA:p.H1047R, PIK3CA:p.R88Q, PIK3CA:p.E545K, PTEN:p.V317fs, FGFR2:p.S252W, PIK3CA:p.E542K, CTNNB1:p.S37F, POLE:p.P286R, PPP2R1A:p.P179R, CTNNB1:p.S37C, KRAS:p.G13D, CTNNB1:p.D32N, CTNNB1:p.S33F, CTNNB1:p.G34R, KIAA2026:p.R574C, LIMCH1:p.R806fs, PIK3CA:p.H1047L, ALPK2:p.K523fs, CTNNB1:p.S33C, FBXW7:p.R505C, HPD:p.R284fs, KRAS:p.G12A, PIK3CA:p.R93Q, POLE:p.V411L, TP53:p.R248W, ABCA11P:p.R385I, ABI1:p.K445N, ACSM2B:p.K195N, APOB:p.F3102L, ASCC3:p.R136Q, C12orf4:p.R335Q, CCDC132:p.R838C, CHD4:p.R975H, CSDE1:p.R220C, CTNNB1:p.D32Y, CTNNB1:p.S33Y, CTNNB1:p.T41I, EXOC1:p.R588C, FBXW7:p.R465H, FGFR2:p.N549K, FUBP1:p.R430C, GEN1:p.S509L, IK:p.E90fs, KIF20B:p.E54K, MAX:p.H28R, MBOAT2:p.R43Q, METTL14:p.R298P, MFGE8:p.D170N, MS4A8B:p.S3L, NSMCE1:p.D244N, OXR1:p.E122K, PCDH19:p.E530K, PIK3CA:p.R108H, PIK3CA:p.N345K, PIK3CA:p.C420R, PIK3CA:p.Q546P, PIK3CA:p.Q546R, PTEN:p.R130L, RBL2:p.E127K, RXFP1:p.S223Y, SF3B1:p.R957Q, SLC20A1:p.P328fs, SOX17:p.S403I, TNS1:p.Q659del, TP53:p.R273H, TP53:p.R273C, TP53:p.R248Q, TTN:p.D16823N, TXNL1:p.R234C, ZFHX3:p.R1893fs, ZNF180:p.R625I, ZNF257:p.R392I, ZNF354B:p.D609N, ZNF43:p.R280C, ZNF709:p.R468L ZNF765:p.S254L, ABCA5:p.R1476Q, ACVR1:p.R206H, ADAD1:p.S11L, ADAM9:p.R256Q, ADD3:p.E570K, ADGB:p.S1124L, AGXT2:p.R502C, AMBN:p.S225Y, ANKDD1A:p.R24H, ARHGEF33:p.R46I, ATP10B:p.L1304I, ATP2C1:p.E724K, ATP9A:p.R290Q, ATR:p.R1814fs, AVL9:p.F34L, BMPER:p.R241Q, BTN3A2:p.E153K, C14orf118:p.R279I, C14orf166B:p.F230L, C3orf23:p.R217C, C3orf62:p.R185Q, CACNA1C:p.S710L, CAGE1:p.E539K, CARD10:p.KE272del, CCDC144A:p.S1264L, CCDC168:p.D5020Y, CCDC36:p.R209I, CD55:p.E156K, CEP44:p.S253L, CIITA:p.E728K, CREBBP:p.P2094L, CTNNB1:p.S37A, CTTNBP2:p.S420L, DCT:p.R532Q, DIAPH2:p.E121K, DLG2:p.S624L, DNAH10:p.R1888Q, DNAH14:p.R1367C, DNAH7:p.R2961Q, DNAH8:p.R1347H, DNAJC13:p.E1248K, DNMT1:p.E51K, DST:p.S767Y, DYNC2H1:p.E883D, EMR1:p.R631Q, EPHX4:p.R282Q, ERCC6L2:p.L445I, F10:p.E117K, FAM155B:p.E158K, FAM83B:p.R206Q, FARP1:p.S383L, FAT3:p.A4159T, FBXW7:p.R689W, FBXW7:p.R465C, FBXW7:p.G423V, FN1:p.R290C, FZD6:p.R416Q, GABRA3:p.R73H, GABRA4:p.R460Q, GALNTL2:p.E395K, GFAP:p.A233T, GGA2:p.A63V, GIGYF2:p.R227H, GNPTAB:p.R1189Q, GPR112:p.S1283Y, GPR98:p.R4142W, GRIA3:p.S646Y, GRM6:p.E363D, HMCN1:p.S133Y, HSPA4L:p.R483C, HTR2A:p.S219L, INTS7:p.R940C, INTS7:p.R106I, ITM2C:p.E167K, JAKMIP2:p.R283I, KCND3:p.S438L, KCNS2:p.D211N, KDM1B:p.F361L, KIAA0556:p.L330I, KIAA1147:p.A149V, KIF23:p.R150Q, KIF27:p.K925N, KIF9:p.R594Q, KLHL13:p.E213K, KLHL28:p.E33K, LIN9:p.R183W, LRBA:p.E2103K, LRP2:p.R2432I, MAGI2:p.L450M, MC5R:p.A109T, MEGF10:p.S1053L, MKI67:p.T1664fs, MKLN1:p.F485L, MMRN1:p.F917L, MSH4:p.E730K, MTOR:p.S2215Y, MUC7:p.S336L, MYBPC2:p.R646H, N4BP2L2:p.R506C, NAPSA:p.R121Q, NCOA7:p.E369D, NCR1:p.R258W, NEK11:p.R374Q, NHEJ1:p.R109Q, NNMT:p.E233K, NOTCH4:p.15_16LL>L, NPY1R:p.A371T, NRAS:p.Q61R, OGDHL:p.R57C, OMA1:p.R445Q, OPRM1:p.R462C, OR4C12:p.F248L, OR5AK2:p.K89N, OSBPL6:p.R577Q, PCDHAC2:p.K138N, PCDHB12:p.R289C, PCDHGC5:p.A70T, PIK3CA:p.R38H, PIK3CA:p.E39K, PIK3CA:p.E110del, PIK3CA:p.K111E, PIK3CA:p.Q546K, PIK3CA:p.M1043V, PIK3CA:p.M1043I, PLA2G3:p.R201Q, PLXNA1:p.E1295K, PON1:p.R306Q, POTEE:p.R303I, POTEF:p.K674N, PPP2R1A:p.S256F, PPP2R3B:p.F310L, PRAM1:p.A268T, PREX1:p.E1246K, PRKCQ:p.A324V, PTEN:p.R130P, PVRL4:p.A358T, RAI2:p.S385Y, RBM39:p.T353I, RELN:p.F2722L, RFPL1:p.R148Q, ROBO2:p.D1018N, ROS1:p.R245I, RPS6KA6:p.S394Y, RSBN1:p.E572K, RYR1:p.A2576T, SACS:p.R2906Q, SCAPER:p.R366Q, SELP:p.R429W, SENP7:p.S673Y, SEPHS1:p.E13K, SFRP4:p.R232Q, SGK1:p.K367del, SIX1:p.E191K, SLC10A7:p.S261L, SLC12A2:p.R828Q, SLC6A4:p.R495Q, SLC7A2:p.R322W, SMCR8:p.E175K, SOS1:p.N233Y, SPOP:p.E50K, STRN3:p.K218N, STXBP6:p.D92N, SULT1E1:p.R77Q, SUN3:p.L124I, SUSD1:p.R343C, SYNM:p.R516Q, TAF1:p.R843W, TDRD3:p.R322Q, THADA:p.S1941L, TLN2:p.S208L, TMEM161B:p.R315Q, TMPRSS3:p.R16Q, TP53:p.Y220C, TPTE:p.S423L, TRANK1:p.E846K, TRPC5:p.S490L, TRPM3:p.R429W, TSSK1B:p.E301K, TTLL7:p.R751H, TTN:p.S20317L, TTN:p.E6404K, TTN:p.R4434Q, TTN:p.R2506Q, UGT8:p.E102K, USF1:p.R52Q, USP16:p.R455Q, USP25:p.R873H, USP33:p.R36Q, VPRBP:p.R802Q, VPS3B:p.R692Q, WDR65:p.F110C, YTHDC2:p.E185K, ZFYVE1:p.R266Q, ZKSCAN1:p.R541fs, ZNF117:p.R157I, ZNF180:p.R569I, ZNF195:p.R59Q, ZNF254:p.K179N, ZNF263:p.R510I, ZNF333:p.R554Q, ZNF354B:p.R402I, ZNF442:p.R309Q, ZNF454:p.R376I, ZNF485:p.R374I, ZNF488:p.R206Q, ZNF559:p.E284K, ZNF594:p.R287I, ZNF611:p.R390I, ZNF645:p.R154C, ZNF649:p.R338Q, ZNF649:p.R198I, ZNF674:p.R405I, ZNF675:p.R220I, ZNF678:p.R564I, ZNF732:p.R354I, ZNF780A:p.R466Q, ZNF823:p.R547I, ZNF836:p.R854I, ZNF836:p.R630I, ZNF841:p.R757I, and ZNF98:p.R3701.


59. The pharmaceutical composition of any of paragraphs 30-36, wherein:

    • (a) the population of subjects is suffering from ACC; and
    • (b) the at least one tumor-specific mutation comprises any combination of mutations selected from the group consisting of ZFPM1:p.EPL444del, GARS:p.P42A, ZNF517:p.V349A, LRIG1:p.L24V, CCDC102A:p.R96W, OPRD1:p.C27F, SOWAHA:p.R124P, LACTB:p.M5L, TOR3A:p.F13L, ZFPM1:p.E444fs, ZNF787:p.D367del, LRIG1:p.L26V, IRX3:p.L422P, TRIOBP:p.H1300R, TUBA1C:p.L146F, ZFPM1:p.P445fs, ZFPM1:p.446_447LA>P, TPO:p.S398T, USP42:p.R779P, ERCC2:p.D312N, GLTPD2:p.D209E, OTOP1:p.LLW 104del, RINL:p.P402L, AMDHD1:p.S3G, ASPDH:p.Q266R, KCNK17:p.S21G, TMEM247:p.Q128E, MUC5B:p.D682G, OBSCN:p.R4516W, FAM184B:p.R784W, SEMA5B:p.V840D, ZNF598:p.E25G, ADAD2:p.G44E, C1orf106:p.R538C, ZAR1:p.Q42H, PANK2:p.G126A, PODXL:p.28_30PSP>P, SALL3:p.L593V, THEM4:p.L17R, C2orf81:p.T315P, CLDN23:p.V210M, FAM109A:p.GGG156del, FPGS:p.122V, HHIPL1:p.V692A, MUC5B:p.M2869T, PLEC:p.R1386Q, SYT8:p.R373W, TAF5:p.S130A, TMEM189-UBE2V1:p.N6D, UQCRFS1:p.S6A, B3GNT6:p.L316fs, CCDC105:p.P499T, CLIC6:p.Q298E, IDUA:p.T374P, NOTCH2:p.C19W, RGS9BP:p.A96S, RREB1:p.G783V, SP8:p.G165del, WDR34:p.W60G, C19orf10:p.G12R, CELSR2:p.16_17insP, FAM75C1:p.71_71H>HLVSQRH, GPRIN2:p.R446H, KBTBD13:p.A81V, OGFR:p.S557T, PODXL:p.30_30P>PSP, BHLHE22:p.L62Q, C4orf32:p.G32E, C5orf65:p.Q245R, KNDC1:p.V806D, KRTAP10-6:p.49_49P>PSCCAP, LRP11:p.P92R, MAP1S:p.S411C, NOL9:p.S58A, RASIP1:p.R601C, RGMB:p.S63R, SARM1:p.R23P, TSC22D2:p.A419T, ZNF628:p.T230A, ZNF814:p.A337V, AATK:p.A541T, BTBD11:p.G265A, CRIPAK:p.C143R, KCTD3:p.F9V, KRT8:p.S59A, MUC5B:p.S681G, NCOR2:p.1846_1847insSSG, OGFR:p.E556K, APOE:p.C130R, C10orf95:p.A85S, C13orf33:p.R59G, CRIPAK:p.C174R, FAM18B2:p.C51Y, GLI3:p.P998L, GLTSCR2:p.Q389R, HECTD2:p.P19A, IRF2BPL:p.123_125QQQ>Q, MEX3C:p.179_182AAAA>A, NEFH:p.EE658del, RNF49:p.S9G, RNF222:p.A133T, SEZ6L2:p.R74P, TNIP2:p.R73G, ARRDC4:p.T79A, B3GNT6:p.P330fs, BAG1:p.G45R, C22orf26:p.P28L, CHDH:p.E40A, COQ2:p.V66L, CTGF:p.H83D, DLEU7:p.A83V, EPPK1:p.D2378H, FAM86C1:p.R30P, FZD1:p.93_94insP, GPRIN2:p.V241M, GPX1:p.11_13AAA>A, HES3:p.P96T, JMJD4:p.A11V, KANK3:p.R359H, LPPR2:p.A186S, NEFH:p.665_666insEE, NOM 1:p.R24G, RNF39:p.G263C, SCRT1:p.S133A, SNED1:p.L1228P, TTLL11:p.122_123insKA, ZCCHC3:p.A159del, ZNF219:p.QP233del, ASB16:p.T249A, ASB2:p.H515P, ATP9B:p.S39G, AVL9:p.G7fs, C17orf96:p.L63V, C19orf29:p.A499V, CRB2:p.T1110M, CRIPAK:p.P173R, CRIPAK:p.I190L, CSGALNACT2:p.L362F, CTBS:p.LAL31del, CTNNB1:p.S45P, DMRT1:p.S45T, DOK7:p.G461D, FBRSL1:p.A836V, FEZ2:p.P50L, FRG1:p.S169N, HSD17B1:p.G313S, IBA57:p.S130R, KIF1A:p.E917D, KRTAP9-1:p.160_160Q>QPSCGSSCCQ, LURAP1L:p.55_56insGGG, NMU:p.A19E, NMU:p.A18E, NOXA1:p.D6E, NPTX1:p.G100D, PLIN5:p.R306W, TBP:p.95_96insQ, TMEM200C:p.S498G, TNXB:p.V706fs, VARS:p.P51S, ZC3H12D:p.P405S, and ZZEF1:p.V30A.


60. The pharmaceutical composition of any of paragraphs 30-36, wherein:

    • (a) the population of subjects is suffering from CESC; and
    • (b) the at least one tumor-specific mutation comprises any combination of mutations selected from the group consisting of PIK3CA:p.E545K, PIK3CA:p.E542K, MAPK1:p.E322K, EP300:p.D1399N, ERBB2:p.S310F, ERBB3:p.V104M, KRAS:p.G12D, ANKRD12:p.E721Q, ANKRD36:p.M1144T, MICA:p.G318fs, PIK3CA:p.E726K, PTEN:p.R130Q, ABCD1:p.S606P, ACTL7B:p.E211K, ADAM21:p.F129C, ADAMTS12:p.P1053A, AKT1:p.E17K, ANKLE1:p.V643L, ANO3:p.M956I, AOAH:p.R326T, APOD:p.S115L, ASCC1:p.H207Y, ATM:p.S800F, AURKA:p.S387L, BAG5:p.M286I, C12orf43:p.E28Q, C16orf3:p.G65S, C3orf70:p.S6L, C4orf21:p.E800Q, CALB2:p.K60N, CALCB:p.R81T, CCDC152:p.E153Q, CCDC53:p.R58C, CDC27:p.P242S, CFHR5:p.R441H, CLOCK:p.L123fs, CMYA5:p.E2733K, CNTRL:p.P185S, CSHL1:p.R117Q, CSMD3:p.H952Y, CTNNB1:p.D32G, CTSH:p.E254Q, DHPS:p.F49L, DMPK:p.R44H, DNAH14:p.F622fs, DNAH3:p.E3367Q, DNAH8:p.E587D, DNASE1L1:p.D212N, ECE2:p.D254N, FAM71B:p.H445D, FAM73A:p.G23V, FAS:p.E261K, FBXW7:p.R505G, FBXW7:p.R465C, FEZF2:p.E82K, FKBPL:p.E161Q, FMNL1:p.E927Q, GPATCH3:p.E275Q, GPR142:p.R304T, GPRIN2:p.T100P, GRAMD2:p.II23M, HERC2:p.S329F, HGF:p.G229A, HIF3A:p.A72T, HIST1H1B:p.K188N, HIST1H2AL:p.R30P, HIST2H2AC:p.R30P, HLA-C:p.N104K, HLA-DPB1:p.G114fs, HRNR:p.G2539S, INVS:p.R799K, JPH3:p.Q433H, JUP:p.S627L, KIAA1211:p.R308fs, KIAA1211:p.E309fs, KLK2:p.E161K, KRAS:p.G13D, KRAS:p.G12V, LIN9:p.E231K, LOC151174:p.P90S, LRRC37A3:p.A406D, LRTM2:p.L176V, MEPE:p.S30T, MUC12:p.R2634C, MUC4:p.S2936L, MYOM2:p.D988N, NFE2L2:p.D29H, NOTCH2:p.R2298W, NPIPL1:p.P250L, NR5A2:p.E80K, NYAP2:p.R197Q, OBSL1:p.E1642K, OR13C2:p.L9V, OSBP:p.Q721H, PAOX:p.H107Y, PDILT:p.E500K, PIAS3:p.D460N, PLEKHO2:p.E351Q, PNRC1:p.R73C, PPP4R1:p.L597F, PREP:p.F469L, PRKDC:p.Q3568E, PSME3:p.R231W, RANBP6:p.R915W, RCAN2:p.D440N, RNPC3:p.E116fs, SDHAP1:p.H66Y, SDHAP2:p.S37fs, SERPINA3:p.K158N, SERPINA4:p.R98C, SF1:p.R255W, SGSM1:p.E818K, SIM1:p.V213M, SLC10A4:p.F281L, SLC25A5:p.I79F, SLC35G2:p.K62fs, SLC4A9:p.R617C, SLCO2A1:p.M479I, SND1:p.Q38E, SPATA17:p.R72K, SRSF12:p.S150C, TADA2B:p.E67K, TCTEX1D2:p.S74L, TEDDM1:p.M166I, TEX15:p.E1652Q, TMC2:p.E92D, TMEM131:p.E1319Q, TNKS2:p.T619fs, TNS1:p.Q659del, TP53:p.E285K, TRAF3:p.S9F, TRIM61:p.K98N, TRPM1:p.M996I, TUFT1:p.L101F, U2AF1:p.S34F, UNC93B1:p.V498M, USP4:p.L259V, VCAN:p.S1308C, WDR17:p.P278S, ZBED4:p.S385L, ZEB2:p.E1094K, ZFYVE9:p.M1147I, ZNF16:p.R452W, ZNF677:p.R131T, and ZSWIM4:p.E407K.


61. The pharmaceutical composition of any of paragraphs 30-36, wherein:

    • (a) the population of subjects is suffering from CRC; and
    • (b) the at least one tumor-specific mutation comprises any combination of mutations selected from the group consisting of KRAS:p.G12D, KRAS:p.G12V, BRAF:p.V600E, KRAS:p.G13D, TP53:p.R175H, PIK3CA:p.E545K, FBXW7:p.R465H, KRAS:p.A146T, PIK3CA:p.H1047R, TP53:p.R248W, CDC27:p.D555E, SMAD4:p.R361H, TP53:p.R273H, KRAS:p.G12C, NRAS:p.Q61K, ERBB2:p.V842I, ERBB3:p.V104M, FBXW7:p.R465C, PIK3CA:p.R88Q, PIK3CA:p.E542K, TP53:p.R273C, TP53:p.G245S, AXIN2:p.G665fs, C16orf45:p.T106N, C20orf26:p.R1088Q, DNMT1:p.E432K, FBXW7:p.R505C, HLCS:p.E362K, HPSE2:p.K58N, KIF14:p.R598Q, KIF18A:p.R17C, KIF20B:p.E991K, KLHL5:p.R326C, KLK2:p.P57T, KRAS:p.G12A, KRAS:p.G12S, LPHN3:p.R1183Q, LRP6:p.R675Q, MYH8:p.R1048Q, NRAP:p.E327K, NRAS:p.G12C, PIK3CA:p.N345K, POSTN:p.R508C, PPP2R1A:p.R183W, PTEN:p.R130Q, RAF1:p.S257L, SDK1:p.T1181M, SGSM1:p.F1117L, TCF7L2:p.R482fs, TP53:p.R282W, TRIM23:p.R289Q, UGT8:p.E102K, ZNF491:p.R343Q, A2M:p.R732Q, AADACL4:p.A266T, ABCA8:p.E1158K, ABCA8:p.R842Q, ABCA8:p.A696T, ABCB8:p.R345H, ACACA:p.R1731C, ACADM:p.F48C, ACOT9:p.R50Q, ACPP:p.R105Q, ACTL7B:p.R354H, ACTL9:p.R331H, ACVR1:p.S290L, ADAM30:p.S314Y, ADAM32:p.R559Q, ADAMTS16:p.D817N, ADAMTS4:p.R156W, ADCY5:p.R661H, AGMAT:p.V313M, AGPAT4:p.A212T, AKAP12:p.E1282K, AKAP9:p.L3482I, ALB:p.S294L, ALDH1L1:p.A870T, ALG2:p.S302Y, AMOTL1:p.R676Q, AMPD1:p.K502N, AMPH:p.R292W, ANKRD6:p.R479C, APBA1:p.K730N, APBA1:p.E624K, APC:p.E847fs, APC:p.F1354fs, APC:p.M1413fs, APOB:p.R3136C, APOB:p.A43V, APPL1:p.R668W, AQPEP:p.A309T, ARF4:p.R149H, ARFGEF1:p.D1632N, ARHGAP32:p.E1253K, ARHGAP36:p.R128C, ARHGAP36:p.A147V, ARHGAP5:p.D890fs, ARNTL:p.T395M, ARPP21:p.R338H, ARSG:p.V131I, ASCC3:p.R1197Q, ATP10D:p.R311H, ATP6V0A4:p.R191Q, ATP9B:p.R265Q, AXDND1:p.E930D, AXIN2:p.W663fs, B2M:p.L13fs, B3GALNT1:p.R145Q, BACH 1:p.R538Q, BAG5:p.D439N, BBOX1:p.F176V, BCL2L11:p.R91Q, BCL7A:p.T52M, BCLAF1:p.R37fs, BEND5:p.R198C, BICD2:p.R162H, BLVRA:p.S44L, BMP3:p.R344W, BNC2:p.R512W, BRPF1:p.R66C, BRWD3:p.R787C, BTBD7:p.S436L, BUB1B:p.F996L, BZRAP1:p.V1627I, C11orf330:p.R111C, C14orf101:p.E295K, C14orf102:p.D115N, C14orf105:p.R100I, C15orf2:p.V488I, C15orf33:p.D340N, C16orf87:p.R151I, C1RL:p.L351fs, C22orf40:p.P32fs, C3orf39:p.R333W, C5orf30:p.D4N, C5orf4:p.R114Q, C6orf170:p.K724T, C7orf63:p.A10T, CACHD1:p.S720Y, CACNA1A:p.T665M, CACNA2D3:p.A332T, CACNB2:p.R608H, CACNG3:p.V134I, CACNG3:p.A138V, CACNG5:p.G121R, CADM1:p.S190L, CADP5:p.A1073T, CAPRIN2:p.E13K, CARD11:p.R423Q, CASC1:p.R54Q, CASP14:p.RSW, CBFB:p.E152K, CC2D2A:p.R1284C, CCDC18:p.K615N, CCDC60:p.R230H, CCDC81:p.R259I, CCDC88C:p.P1851fs, CCKBR:p.V236M, CD101:p.D283Y, CD101:p.R594Q, CD180:p.N228T, CDC14B:p.R375C, CDCA7L:p.P405fs, CDH10:p.E349K, CDH12:p.D674N, CDH20:p.A134V, CDH23:p.F177L, CDH2:p.D547Y, CDH9:p.F523L, CDK16:p.R108C, CEACAM5:p.L640I, CEP152:p.E21K, CERS3:p.E95D, CHD4:p.R975H, CHD5:p.A801T, CIZ1:p.V668A, CLEC18A:p.R423H, CLTCL1:p.R481W, CMAS:p.R110Q, CNRIP1:p.R102W, COBLL1:p.K732N, COL4A1:p.R1082I, COL17A1:p.P1004L, COL4A6:p.L550I, COL6A3:p.D2792N, COPB1:p.R425C, CORO2A:p.*526R, COX15:p.L86I, CSMD1:p.S781Y, CTCFL:p.E423K, CTDNEP1:p.E126K, CTTNBP2:p.R164C, CYP4B1:p.E434D, DACH2:p.R539C, DBC1:p.V216I, DBF4B:p.S254Y, DCHS2:p.F2149L, DCLK2:p.S549Y, DDI1:p.R275Q, DENND4A:p.P357H, DENND4C:p.R1081Q, DHTKD1:p.R410Q, DISP1:p.R763C, DKK2:p.R230H, DKK4:p.R203Q, DLC1:p.A350V, DLC1:p.E222D, DMD:p.R3195H, DNAH5:p.R982H, DNAH5:p.R224Q, DNAH9:p.D1547N, DNAJC24:p.E61K, DNM1:p.A251T, DNMT1:p.E1531Q, DNMT3B:p.R92W, DOCK10:p.A1830V, DOCK1:p.E864K, DOCK2:p.G170R, DOCK3:p.R1183C, DOCK5:p.E177K, DOK5:p.R274W, DPP8:p.G165R, DPY19L1:p.F378L, DUOX2:p.F880L, DVL2:p.A601fs, EBAG9:p.E187K, EBF3:p.G255fs, EDNRB:p.L450R, EGR2:p.R390H, EHD3:p.E44K, EIF2C1:p.R139Q, ELF3:p.F305fs, ELMOD2:p.T141M, EMR2:p.S75L, ENAM:p.R373H, ENOX2:p.R356W, ENTPD7:p.E327K, EPG5:p.D369N, EPHB2:p.R392H, ERCC6:p.V780I, ERCC6L:p.R505Q, ERRFI1:p.A421T, ESCO1:p.R300Q, ETV6:p.R369W, F8:p.S2269Y, FAM123B:p.F173fs, FAM135B:p.R884H, FAM169B:p.K165N, FAM170A:p.E56K, FAM171B:p.D459N, FAM181A:p.R109H, FAM5B:p.R402C, FBXO11:p.A432V, FBXW7:p.R689W, FBXW7:p.S582L, FBXW7:p.R14Q, FGF14:p.A236V, FHDC1:p.R254W, FHOD3:p.A225T, FHOD3:p.E813K, FMO3:p.F510L, FNDC1:p.R652H, FOXK1:p.R354W, FOXN3:p.P96fs, FPGT-TNNI3K:p.R455H, FZD3:p.D367N, GABRA4:p.R460Q, GABRA5:p.S126N, GABRB3:p.D500N, GALNTL5:p.R262I, GJA1:p.R362Q, GLRA3:p.L454I, GLRA3:p.F132L, GOLGA4:p.Q1536H, GP2:p.S41L, GPC6:p.A214T, GPLD1:p.R717Q, GPR125:p.R113Q, GPR156:p.F754L, GPR158:p.D566N, GPR21:p.R216H, GPR61:p.A62T, GPR98:p.R4142W, GPRC5A:p.V30I, GRAP2:p.E69D, GRIA1:p.R218C, GRIA2:p.R845Q, GRM7:p.R679Q, GTF3A:p.K306N, HAO1:p.R172C, HARS2:p.R168H, HBB:p.F42L, HCN4:p.R525H, HDAC5:p.A1044T, HGF:p.S467Y, HIPK4:p.R280H, HLA-DMA:p.E84K, HMG20A:p.E248D, HPS3:p.S468L, HRSP12:p.R120Q, HS3ST1:p.E287K, HTR3B:p.R236C, HTR5A:p.R152C, HTT:p.D1548N, HYDIN:p.R1187C, HYDIN:p.R939Q, HYDIN:p.R451Q, HYOU1:p.R158C, IFT172:p.A944V, IGJ:p.R77Q, IL17RA:p.Q803fs, IL1RAPL2:p.T647M, IL3:p.A90T, IL5RA:p.L47I, INPP5D:p.R523Q, INPP5K:p.R263C, IRAK3:p.R267Q, IREB2:p.R419Q, ITGA4:p.T673M, ITGA4:p.F900L, ITIH5:p.A912T, ITK:p.E196K, JAG1:p.A462T, JAK1:p.V310I, KAL1:p.V303L KBTBD8:p.V549I, KCNA3:p.A415V, KCND3:p.S438L, KCNMB4:p.F209L, KCTD20:p.L314fs, KDELC1:p.L447I, KIAA0528:p.R181Q, KIAA0556:p.R1082W, KIAA1109:p.S4937Y, KIAA1804:p.V474M, KIAA1804:p.R477W, KLF16B:p.R145Q, KIF26B:p.A1114V, KPNA4:p.R29Q, KRAS:p.K117N, KRAS:p.Q61L, KRAS:p.Q61K, KRT6B:p.L197P, L1CAM:p.T186M, LALBA:p.A41 T, LAMA4:p.A558V, LBX1:p.R176W, LPAR4:p.R145Q, LRP1B:p.K2623N, LRP2:p.R3043C, LRP2:p.S737L, LRRC18:p.R218W, LRRC3J:p.K23T, LRRC7:p.R1389H, LZTS2:p.P100fs, MACF1:p.S292L, MACF1:p.F722L, MAEL:p.R345C, MAGEE1:p.V380M, MAGI1:p.R1198C, MAP1B:p.E2046D, MAP2:p.K530N, M4AP2K4:p.R287H, MAP3K4:p.R275Q, M4AP7D2:p.R487C, MALPK8IP1:p.L217fs, MBOAT2:p.R43Q, MCF2L2:p.R926Q, MECOM:p.R969C, METTL16:p.R200Q, METTL21A:p.R174Q, METTL6:p.F56L, MFF:p.R162C, MFSD5:p.R280Q, MIA3:p.Q356H, MMAA:p.R326C, MORC1:p.D113Y, MORC2:p.R740H, MPDZ:p.L804I, MR1:p.S46L, MRPL47:p.L234I, MS4A8B:p.S3L, MSH4:p.K464N, MSH6:p.T1085fs, MSH6:p.R1095H, MUC16:p.R8606H, MYH13:p.D311N, MYH7:p.R1689C, MYO1D:p.E246K, MYO3A:p.N525H, MYO6:p.D1180N, MYO9A:p.R2179Q, MYO9A:p.R167Q, MYOZ2:p.E251K, MYT1:p.E226K, NAA25:p.S807Y, NCAM1:p.R474W, NCOA4:p.R562Q, NEB:p.D5434N, NEB:p.L1591I, NEB:p.E1214K, NEDD9:p.A798T, NEDD9:p.A316T, NEK1:p.R608C, NFASC:p.V256I, NINL:p.R1366C, NLRC4:p.D593N, NLRC4:p.E409K, NLRP4:p.V229I, NLRP5:p.R392H, NME9:p.E75K, NOLC1:p.T428M, NPC1:p.E451K, NPSR1:p.R235Q, NRAS:p.Q61L, NRAS:p.G13R, NRAS:p.G12D, NRG2:p.T246M, NTN4:p.E59K, NUB1:p.R373Q, NUDT15:p.S83 Y, NUF2:p.S340L, NUP88:p.A302V, ODZ1:p.R2556W, OGDHL:p.A427T, OGFRL1:p.E427K, OLFM4:p.K132N, OPRM1:p.R353H, OR10A3:p.S93Y, OR2M3:p.R235H, OR52W1:p.R133C, OR5AU1:p.R312H, OR5B17:p.R163H, OR8S1:p.A99V, OSTN:p.R115Q, OTOL1:p.V431I, OTUD3:p.R277I, PAN3:p.S580N, PANK3:p.R260I, PAX3:p.T424M, PCBP1:p.L102Q, PCDH10:p.V477M, PCDH15:p.R1552I, PCDHAC2:p.A519T, PCDHAC2:p.E190K, PCDHAC2:p.A266T, PCDHAC2:p.A156V, PCDHAC2:p.E271K, PCDHAC2:p.A736V, PCDHB5:p.D51Y, PCDHB8:p.D235N, PCDHGC5:p.S289L, PCDHGC5:p.V662M, PCNXL2:p.R135Q, PCOLCE2:p.A348V, PCOLCE2:p.R87H, PDE4B:p.S417L, PGAM1:p.R240H, PHF3:p.R1410I, PIAS2:p.S519L, PIGR:p.A580T, PIK3CA:p.D350G, PIK3CA:p.E545A, PIK3CA:p.E545G, PIK3CA:p.Q546K, PIP4K2C:p.R204H, PKHD1L:p.F1856L, PLA2G4A:p.E443K, PLCG2:p.E544K, PLCG2:p.D973N, PLEKHA6:p.V328fs, PLEKHG4B:p.E384K, PLK1:p.D233G, PLOD3:p.R297fs, PLSCR3:p.E77K, PLXNC1:p.S462L, PLXNC1:p.R819C, POLA1:p.E603D, POLE:p.S459F, POLE:p.V411L, POLQ:p.R860Q, PPP2R2B:p.P326L, PPP2R5C:p.S259Y, PRAMEF4:p.R248H, PREX1:p.V731I, PRKAA2:p.R407Q, PRKAR2B:p.S309L, PRKCI:p.R480C, PRKRA:p.K122N, PSG8:p.R397C, PSG8:p.R320C, PSMD12:p.R201Q, PTPDC1:p.R430W, PTPN12:p.R765Q, PTPN13:p.S887L, PTPRD:p.L053I, PTPRU:p.D1434N, PXDN:p.P856fs, PXDNL:p.T1312M, QRSL1:p.S226L, RAB7L1:p.R79W, RALGAPA1:p.R398C, RANBP2:p.R1231C, RBBP7:p.E313K, RBBP7:p.E274K, RBFOX2:p.A340T, RBMXL1:p.R331Q, RHOBTB1:p.T464M, RIMS2:p.R599Q, RIN3:p.S708L, RLBP1:p.D281N, RLBP1:p.A72V, RNASET2:p.A127V, RNF113B:p.A172V, RNF150:p.R236Q, RNF150:p.S208L, RNF43:p.S216L, ROR2:p.D672N, RPL6:p.F193C, RPS6KA5:p.E166K, RSPO2:p.R28C, RUVBL1:p.E431K, RUVBL1:p.R117C, RWDD2B:p.R254H, RXFP3:p.R13C, RYR3:p.R2705Q, SAGE1:p.R229C, SCFD2:p.R545W, SCML4:p.R194Q, SCN10A:p.T1570M, SCN11A:p.A1688T, SCN11A:p.V1289I, SCN11A:p.V566I, SCUBE2:p.V342M, SEMA3A:p.D81N, SEMA4D:p.R252Q, SEPHS1:p.R371Q, SEZ6L:p.S207L, SFPQ:p.R611Q, SFSWAP:p.S617Y, SGCG:p.A220V, SGCZ:p.141M, SH3TC2:p.R89C, SIGLEC11:p.S363F, SIPA1L1:p.R1063Q, SIPA1L1:p.S1227Y, SLC12A1:p.S292L, SLC22A15:p.S201L, SLC24A2:p.A134V, SLC25A40:p.R96Q, SLC2A7:p.A65T, SLC30A9:p.R194H, SLC33A1:p.S542L, SLC35F3:p.A280T, SLC39A7:p.R382C, SLC43A1:p.P133L, SLC43A3:p.R216H, SLC44A5:p.R185H, SLC6A2:p.A562T, SLC8A1:p.R431H, SLFN12L:p.F232fs, SLITRK1:p.R52H, SLITRK3:p.S298L, SMAD2:p.R321Q, SMARCA4:p.R38 Q, SOCS5:p.S464L, SORBS1:p.V1156M, SORBS1:p.F570L, SORCS2:p.R320W, SOX6:p.R719W, SPATA22:p.S150L, SPEG:p.A944V, SPTB:p.R86C, SPTBN4:p.A1993V, STIM2:p.R572Q, STT3B:p.D583Y, SULT1C4:p.R85Q, SUN3:p.E128K, SUPT6H:p.A957T, SYNE1:p.I1249L, SYNE1:p.R170W, SYNE2:p.K3103N, SYNGR4:p.R169Q, SYT7:p.T349M, TANK:p.S380L, TAS1R2:p.R270C, TAS2R:p.F183L, TCF7L2:p.R488C, TDRD10:p.S322L, TECTB:p.L29I, TEKT5:p.R401H, TGFBR1:p.S241L, THAP5:p.S287Y, THSD7B:p.R90H, TLL1:p.T153M, TLL2:p.S872L, TM9SF2:p.R91H, TMCC3:p.R110H, TMEM132A:p.R481C, TMEM132D:p.R578W, TMEM55A:p.R189Q, TMEM74:p.R125Q, TMPRSS11A:p.S288L, TNIP2:p.A139T, TOP2B:p.R656H, TOX:p.S354L, TP53:p.G244D, TP53:p.R175C, TPO:p.A826T, TPR:p.S2155L, TPTE2:p.R258Q, TPTE:p.S423L, TRAK1:p.D627N, TRAPPC11:p.R568Q, TRIM23:p.R396Q, TRIM44:p.D331N, TRIO:p.R661W, TRPA1:p.K54N, TRPC5:p.S490L, TRPM6:p.R995H, TRPM7:p.R1862C, TRPM7:p.R843Q, TRPS1:p.R1125W, TRPV5:p.R492H, TRRAP:p.R3515W, TSHZ1:p.R881M, TTC21A:p.S270Y, TTN:p.R22795C, TTN:p.R3193Q, TTN:p.R328H, TUBA3D:p.R243Q, TUFT1:p.A340T, TXNDC15:p.R343Q, UBE2NL:p.R86I, UBIAD1:p.A97T, UGT2A1:p.N97fs, USH2A:p.F2369L, USP11:p.A286T, USP25:p.R119Q, USP26:p.R861Q, USP29:p.F81L, USP31:p.D391N, USP40:p.S851L, UTP14A:p.V148I, VAV3:p.E685K, VCAN:p.R1125H, VPS13C:p.D1359Y, WBSCR17:p.R228C, WDR3:p.E841K, WDR52:p.A157T, XKR6:p.R268Q, XPOT:p.R541W, YTHDC1:p.R267Q, YTHDC2:p.E634K, ZBBX:p.R596I, ZBTB24:p.L607I, ZC3H13:p.R103Q, ZCWPW2:p.D144N, ZEB2:p.R156H, ZFHX4:p.E237D, ZFP14:p.R386C, ZFP28:p.R525I, ZFP2:p.R150I, ZFP3:p.R273I, ZFP90:p.R330Q, ZHX2:p.V790I, ZIC4:p.S305L, ZIM3:p.D352N, ZKSCAN4:p.R319Q, ZMYM4:p.R1446Q, ZNF117:p.R185I, ZNF167:p.R683I, ZNF180:p.R401I, ZNF19:p.R349I, ZNF205:p.R384C, ZNF236:p.S1480L, ZNF248:p.R568I, ZNF259:p.R174I, ZNF266:p.R512Q, ZNF266:p.R344Q, ZNF280B:p.E363K, ZNF283:p.R392Q, ZNF32:p.S62L, ZNF345:p.R82Q, ZNF345:p.R334I, ZNF350:p.R310Q, ZNF434:p.R306C, ZNF439:p.E239D, ZNF439:p.R262I, ZNF443:p.R301I, ZNF445:p.L682M, ZNF470:p.R641I, ZNF471:p.R282I, ZNF484:p.R138C, ZNF528:p.R279Q, ZNF563:p.K26N, ZNF573:p.R350I, ZNF583:p.R344I, ZNF585A:p.E638K, ZNF585A:p.E491D, ZNF625:p.R235Q, ZNF652:p.K327N, ZNF677:p.R451I, ZNF678:p.R368I, ZNF699:p.R41I, ZNF70:p.R244L ZNF770:p.S441P, ZNF774:p.R423Q, ZNF782:p.K247T, ZNF7:p.R337I, and ZNF831:p.E949D.


62. The pharmaceutical composition of any of paragraphs 30-36, wherein:

    • (a) the population of subjects is suffering from DLBCL, and
    • (b) the at least one tumor-specific mutation comprises any combination of mutations selected from the group consisting of EZH2:p.Y641F, MYD88:p.L273P, BCL2:p.G33R, CARD11:p.E626K, ADCY2:p.A87V, BCL2:p.N172S, BCL2:p.H20Q, BRAF:p.K601E, BTG1:p.L31F, CACNA1E:p.R1458C, CARD11:p.E93D, CD79B:p.Y197D, CD79B:p.Y197H, CREBBP:p.R1446H, GRID1:p.E622K, HIST1H1C:p.A65V, HIST1H1E:p.G133A, HIST1H3B:p.A48S, KRAS:p.G13D, MYD88:p.S251N, PABPC1:p.R94C, PIM1:p.L164F, PIM1:p.L184F, POU2F2:p.T239A, POU2F2:p.T239S, RELN:p.R2971Q, SLC25A48:p.A67T, STAT6:p.D468H, TNF:p.L47F, and TRAF7:p.R11H.


63. The pharmaceutical composition of any of paragraphs 30-36, wherein:

    • (a) the population of subjects is suffering from KICH; and
    • (b) the at least one tumor-specific mutation comprises any combination of mutations selected from the group consisting of ACR:p.W279C, AGRN:p.1284_1285VT>A, C7orf25:p.R384fs, CAMSAP1:p.T466fs, CBWD6:p.E102fs, DOCK8:p.L1111fs, EBPL:p.Q196P, EBPL:p.L89V, GFM1:p.A17fs, GOLGA6L6:p.D570E, ITGA5:p.A48D, LUZP2:p.S154fs, MTMR9:p.K193fs, MUC16:p.P10452fs, MUC4:p.S2832P, ODF2L:p.K407fs, RHBDD3:p.G34fs, RILPL1:p.S358R, TAS2R30:p.L236fs, TRRAP:p.A973S, UBR5:p.K2120fs, URGCP:p.G639fs, ZNF98:p.A222T, and ZSWIM6:p.Q610fs.


64. The pharmaceutical composition of any of paragraphs 30-36, wherein:

    • (a) the population of subjects is suffering from KIRP; and
    • (b) the at least one tumor-specific mutation comprises any combination of mutations selected from the group consisting of FAM18B2:p.C51Y, ZNF598:p.E25G, NEFH:p.E645K, EEF1B2:p.S43G, NEFH:p.AKSPEKEE652del, OBP2B:p.K61N, SKI:p.A62G, C14orf126:p.R6W, KRT8:p.S59A, ACSBG2:p.I250M, ASIC2:p.R46L, CSGALNACT2:p.L362F, FRG1B:p.A50P, IDUA:p.H33Q, KRTAP4-5:p.S74C, SCAF11:p.E926fs, SYN2:p.A34del, ZNF814:p.R322K, BMS1:p.E878D, JMY:p.P822T, KIF1A:p.E917D, KRTAP4-7:p.S57P, LAMA5:p.L2223R, LRP1:p.P1058T, MED16:p.H449Q, MUC2:p.T1488P, MUC5B:p.D682G, NACA2:p.R75K, NEFH:p.665_666insEE, OR2L8:p.S201fs, RGPD5:p.P1760A, RRN3:p.P1 S, RRN3:p.R9C, STAG3L2:p.L81fs, ZNF814:p.G320E, ACP6:p.V29G, AHNAK2:p.S2166F, AHNAK2:p.P1215S, AP1G1:p.1782fs, AQP2:p.N68T, BAIAP2L2:p.V396M, BMP6:p.Q118L, BST1:p.G36A, CDR1:p.V31A, CLDN7:p.S172A, CLIP 1:p.S1018fs, COL18A1:p.G884fs, CROCC:p.A355P, CTAGE15P:p.A364V, CUBN:p.I2816M, DMRT2:p.T106S, DPY19L1:p.V249L, DSPP:p.D1047N, EBPL:p.L189V, EIF4G1:p.E465del, EXOSC2:p.R11P, FAM216A:p.P36S, FCGR2A:p.V222G, FMOD:p.S331R, FOLR2:p.Q112R, FRG1B:p.L20P, GAGE2B:p.9_10insY, GDPD5:p.G593fs, GIMAP8:p.A544S, GLUD2:p.R300G, GLUD2:p.S496R, GPR135:p.Q5P, HOXD8:p.Q67H, IER5:p.R194G, IL25:p.C168fs, JSRP1:p.V92A, KRAS:p.G12D, KRTAP1-1:p.Y86C, KRTAP4-11:p.L161V, LTBP1:p.L163P, MAML2:p.Q591K, MAPK7:p.A501D, MEF2A:p.P99S, MET:p.H1094Y, MET:p.M1250T, MST1:p.N435fs, MUC2:p.T1582R, MUC2:p.T1722I, MUC4:p.A4222T, MUC4:p.T2335M, MUC4:p.P1138L, MUC5B:p.S1098A, MUC5B:p.S3431N, MYH7:p.A1487T, NBPF10:p.R39fs, NBPF10:p.Y638S, NEFH:p.654_654S>SPEKAKS, PARG:p.A584T, PBX2:p.Y262F, PIP4K2A:p.R219K, RLIM:p.S471P, RUNX2:p.Q71E, SGK223:p.R63S, SMARCB1:p.L365fs, SRCAP:p.Q1875fs, TBC1D2B:p.R920Q, TCF7L2:p.R482fs, TMEM131:p.K640fs, TMEM60:p.K77fs, TPPP:p.R30K, TRPV3:p.A218E, TTBK2:p.C83W, UBXN11:p.S510G, UGT1 A1:p.T4A, UTS2R:p.A289E, YBX1:p.P250L, ZNF514:p.V81G, ZNF516:p.A256D, ZNF681:p.K405Q, ZNF814:p.D404E, ZNF814:p.P323H, ZXDB:p.G206R.


65. The pharmaceutical composition of any of paragraphs 30-36, wherein:

    • (a) the population of subjects is suffering from LIHC and
    • (b) the at least one tumor-specific mutation comprises any combination of mutations selected from the group consisting of TP53:p.R249S, CTNNB1:p.D32V, CTNNB1:p.D32G, CTNNB1:p.S33P, CTNNB1:p.K335I, CTNNB1:p.H36P, EEF1A1:p.T432L, GNAS:p.R844C, OR2T4:p.V137L, TP53:p.H193R, ATXN1:p.Q217H, CSMD3:p.F2383fs, CTNNB1:p.D32N, CTNNB1:p.S33C, CTNNB1:p.G34V, CTNNB1:p.S45P, CTNNB1:p.N387K, DHRS4:p.I218T, DNM2:p.E378D, F5:p.Q426L, GALNTL5:p.A45T, GPX1:p.P77R, GRM8:p.R852C, IDH1:p.R132C, KIF26B:p.A2033T, KRT8:p.S59A, LOC100132247:p.T532P, NEB:p.D3854H, PIK3CA:p.H1047R, SOLH:p.R714H, TP53:p.R158H, TP53:p.V157F, and ZNF638:p.D400N.


66. The pharmaceutical composition of any of paragraphs 30-36, wherein:

    • (a) the population of subjects is suffering from MM: and
    • (b) the at least one tumor-specific mutation comprises any combination of mutations selected from the group consisting of NRAS:p.Q61R, KRAS:p.Q61H, KRAS:p.G13D, NRAS:p.Q61K, BRAF:p.V600E, NRAS:p.Q61H, NRAS:p.G13R, ZNF717:p.W315C, ATP13A4:p.V431G, DNAJC12:p.R135K, IRF4:p.K123R, KRAS:p.A146T, KRAS:p.Q61R, KRAS:p.G12A, KRAS:p.G12D, ZNF717:p.N594I, ACTG1:p.A22P, ARL61P1:p.M75L, BEND2:p.E630K, BRAF:p.G469A, CDHR1:p.R218G, DIS3:p.R780K, DMXL2:p.D2412E, DNAJC10:p.I80K, EGR1:p.Q9H, FGFR3:p.*807S, IDH1:p.R132C, IL6ST:p.P216H, INTS12:p.M1V, KRAS:p.K117N, KRAS:p.A59G, KRAS:p.G12R, MAX:p.R36W, MLL5:p.G492E, NBPF1:p.E810K, NRAS:p.Q61L, NRAS:p.G12D, ODF2L:p.E294K, PADI2:p.T114P, PNLIP:p.T37M, PRDM1:p.S588C, PTPN11:p.E76K, PTPN14:p.E286K, RBM6:p.V675G, SCN10A:p.R142H, SRGAP1:p.T61M, SUSD1:p.T168P, TAS2R16:p.V231I, TINAG:p.E403K, TRIP12:p.L1775P, and ZNF717:p.C844S.


67. The pharmaceutical composition of any of paragraphs 30-36, wherein:

    • (a) the population of subjects is suffering from PRAD; and
    • (b) the at least one tumor-specific mutation comprises any combination of mutations selected from the group consisting of HSD17B7P2:p.N175S, RGPD5:p.P1760A, FRG1B:p.L52S, EEF1B2:p.S43G, FRG1B:p.I10T, FRG1B:p.A53T, LRRC37A2:p.T102S, NBPF10:p.E3455K, PTH2:p.L22V, CYP2D7P1:p.S32A, FAM47C:p.N648D, MAP3K9:p.E38del, MUC4:p.H4205Q, CHEK2:p.K373E, FRG1B:p.A11T, FRG1B:p.A50P, HLA-J:p.R124W, KRTAP1-5:p.I88T, KRTAP4-9:p.D18V, NPIP:p.A271V, PDGFRA:p.R483fs, ZNF780A:p.Q600H, ZNF845:p.R925H, ZNF91:p.R333H, ARFGAP3:p.N299fs, BTN2A3P:p.P3S, FNBP4:p.TT58del, HLA-A:p.Q78R, LOC554223:p.RAPWMEQ147del, PODXL:p.28_30PSP>P, POLI:p.D17del, SPOP:p.F133L, SYN2:p.A34del, TMEM52:p.23_26LLPL>L, UBC:p.L149R, ZNF208:p.I647S, ZNF799:p.E589G, ZNF814:p.D404E, ASTN2:p.L221del, B4GALNT1:p.G88fs, C16orf74:p.S21del, CCDC15:p.H458P, CD209:p.R129W, CNTNAP1:p.S1029I, DBR1:p.541_542DD>D, FAM22F:p.S691del, FRG1B:p.D32V, FRG1B:p.I34T, FRG1B:p.N55D, FRG1B:p.I59V, FRG1B:p.S71N, KIF25:p.W3R, KRTAP4-11:p.L161V, KRTAP4-11:p.M93V, KRTAP4-11:p.R51K, KRTAP4-6:p.S153Y, LILRB5:p.S598P, LMOD2:p.E24del, LOC645752:p.L40P, LRP1:p.P1058T, LRRIQ3:p.K244fs, LURAP1L:p.55_56insGGG, MLLT10:p.V463E, MYOCD:p.Q310del, NBPF10:p.N1369D, OTUD4:p.T909I, PARG:p.A584T, PEX1:p.I370fs, POTEC:p.K507E, POTEC:p.R477Q, POU4F2:p.68_69insG, PRG4:p.T417P, SDHAP2:p.R31C, SPOP:p.F133C, SPOP:p.W131G, TIMD4:p.T152del, TMEM121:p.P299del, TP53:p.G245S, UBC:p.R73L, UBC:p.I191T, WASH3P:p.G175S, ZMIZ1:p.D1048fs, ZNF709:p.T413I, ACADS:p.R330H, ADAMTS7:p.K1357fs, AFF2:p.R597H, AGAP6:p.S127I, AK302238:p.A44T, AK302879:p.Q191R, ALDH1A2:p.R85C, ANAPC1:p.T537A, ANKRD36C:p.H438R, AP4B1:p.R276W, ARFGAP2:p.S38N, BBS9:p.F268fs, BC139719:p.L133R, BRAF:p.G469A, C22orf43:p.D171del, CANT1:p.K131R, CHD3:p.E35del, CLEC4A:p.R209H, CNOT3:p.E20K, CNPY3:p.17_18LL>L, CNTNAP3B:p.S317T, CNTNAP3B:p.M1247I, CTNNB1:p.T41A, DDX10:p.D788del, DLC1:p.S741T, DPY19L2:p.M210V, EDC4:p.S617del, EFCAB6:p.R379K, ERC2:p.927_928HH>H, FAM111B:p.S269fs, FEM 1A:p.L620M, FHOD3:p.A632fs, FLJ43860:p.L850fs, FMN2:p.G59del, FNBP4:p.914_915PP>P, FRG1:p.E86del, FRG1B:p.K13N, FRG1B:p.P42Q, GABRB1:p.R416C, GABRR2:p.A368V, GAGE2B:p.9_10insY, GOLGA8DP:p.N84H, GOT2:p.R355W, GPATCH4:p.K210fs, HDGFL1:p.188_189insA, HLA-DQB2:p.G250S, HLA-DQB2:p.R247H, IDH1:p.R132H, 1L27:p.E176del, IRF2BPL:p.123_125QQQ>Q, KANK3:p.DGDS489del, KIAA1462:p.858_859SS>S, KRTAP4-11:p.S48R, KRTAP4-7:p.S57P, KRTAP4-8:p.C95S, LPHN3:p.R826H, LRP10:p.L11del, LRP5:p.S1609P, LRRC16B:p.R787W, MAS1L:p.R324G, MECOM:p.R915Q, MED12:p.L1224F, MED12L:p.Q2115del, MESP2:p.GQGQGQGQ195del, MGAT4C:p.T345M, MLEC:p.E238del, MSLNL:p.T68P, MUC7:p.S173P, MYC:p.Q37del, NBPF10:p.N440D, NLRP6:p.E611del, NOX3:p.C404fs, OR1M1:p.V69I, OR7E24:p.L7fs, OTUD4:p.A153del, PANK2:p.T417fs, PCLO:p.S496P, PCNT:p.S162G, PCSK9:p.23_24insL, PHOSPHO1:p.S32del, POU4F1:p.H108del, PRAMEF8:p.R319H, PRDM7:p.M387L, PRG4:p.T597P, PTPRD:p.R1323C, PTPRF:p.R1174Q, ROBO3:p.RS1367del, ROCK 1:p.T518S, RPTN:p.G296S, RTL1:p.152_152E>EE, SIRPA:p.V233I, SLC2A6:p.A230D, SLC8A2:p.E710del, SMG7:p.E846fs, SNAPC4:p.S542del, SP8:p.G165del, SPOP:p.F133I, SPOP:p.F33V, SPOP:p.F102C, SPOP:p.F102V, SRSF11:p.G17fs, SRSF4:p.K396del, SSPO:p.S4198fs, STAG3L2:p.L81fs, STK19:p.R18fs, TBC1D2B:p.R920Q, TBC1D9:p.P1233T, TCHH:p.P1158R, TCOF1:p.K1366del, TNRC18:p.2664_2665SS>S, TP53:p.R248Q, TP53:p.R175H, TP53:p.C141G, TSPAN4:p.L92V, UBXN11:p.GPGPGPSP504del, UTP3:p.E81del, WASH3P:p.L187V, ZAN:p.P717L, ZAN:p.L878P, ZFP90:p.R591fs, ZNF761:p.H373R, and ZNF91:p.H305R.


68. The pharmaceutical composition of any of paragraphs 30-36, wherein:

    • (a) the population of subjects is suffering from STAD; and
    • (b) the at least one tumor-specific mutation comprises any combination of mutations selected from the group consisting of RNF43:p.G659fs, BZRAP1:p.P1416fs, XYLT2:p.Y526fs, LARP4B:p.T163fs, PGM5:p.I98V, ZBTB20:p.P692fs, ARID1A:p.G1848fs, FHOD3:p.P334fs, KIAA0182:p.T120fs, ATP6V1B1:p.Y383fs, PIK3CA:p.H1047R, FRMD4A:p.P1005fs, PIK3CA:p.E545K, CDC14A:p.N123fs, KRAS:p.G13D, MLL2:p.T172fs, BCORL1:p.S1679fs, PLEKHA6:p.V328fs, C9orf131:p.P342fs, CD4:p.Q164fs, FBXW7:p.R465C, GNG12:p.T68fs, IRS4:p.G591fs, JARID2:p.V422fs, KIAA0195:p.I902fs, MBD6:p.P732fs, MVK:p.P138fs, PAMR1:p.G101fs, WNT16:p.W165fs, ZNF43:p.N251fs, ABCA6:p.L306fs, ADAM28:p.K73fs, AOC3:p.L79fs, ATP2A:p.R819fs, B2M:p.L13fs, C6orf89:p.P58fs, CNTLN:p.K1305fs, CR2:p.V206fs, DYRK4:p.K468fs, ERBB3:p.V104M, GLI1:p.W272fs, KRAS:p.G12D, MLL2:p.T72fs, MSH6:p.T1085fs, NLK:p.C190fs, OR5M3:p.T89fs, PAX6:p.P375fs, PTEN:p.L265fs, RABGAP1:p.K928fs, RAD51 AP2:p.T316fs, SVIL:p.G1862fs, TP53:p.R273H, WNK4:p.G606fs, ARID1A:p.P2139fs, AXIN2:p.G665fs, C13orf33:p.R67fs, C1QTNF5:p.P308fs, CELSR1:p.G614fs, CRYGD:p.G159fs, DCHS1:p.R235fs, DDC:p.I433fs, EDNRB:p.Y383fs, EPHA2:p.P460fs, FOXN3:p.P96fs, HDAC4:p.P901fs, INF2:p.S527fs, KIRREL2:p.V649fs, KLF3:p.I104fs, KLHL14:p.P231fs, MAP7D3:p.Q308fs, OTX2:p.R44fs, PAFAH1B1:p.K302fs, PLAGL2:p.P10fs, POLM:p.P97fs, PRPF40B:p.I31fs, RALGAPB:p.T379fs, SBNO1:p.N1139fs, SERPINI1:p.L81 fs, SH3KBP1:p.L574fs, SLC2A7:p.H686fs, SLC27A3:p.P643fs, TBX4:p.S370fs, TP53:p.R273C, TP53:p.R175H, TRAM1L1:p.R345fs, WBP1:p.P138fs, ABCC4:p.L883fs, AKAP13:p.K2785fs, ALDH3A1:p.P562fs, ALPK2:p.L356fs, ARFGEF1:p.P1552fs, ARID1A:p.G1848fs, AVPR1A:p.F351fs, BAX:p.M38fs, C14orf43:p.P33fs, C1QTNF5:p.G194fs, C7orf50:p.L179fs, CDC25C:p.K322fs, CETN3:p.K63fs, CHD3:p.P597fs, CTCF:p.K202fs, CTSC:p.F05fs, DDX17:p.G163fs, DLGAP3:p.G377fs, EBF3:p.G255fs, FHDC1:p.F100fs, FILIP1L:p.K749fs, FLNB:p.W529fs, GBP7:p.G431fs, GCC2:p.E700fs, GPR161:p.G517fs, IWS1:p.S802fs, KIAA0240:p.K895fs, KIAA1967:p.P415fs, LRRC43:p.D558fs, MACF1:p.R707fs, MBD6:p.G780fs, MLL3:p.F4496fs, MPRIP:p.A35 fs, MUC6:p.2129_2130SS>S, NOX5:p.P467fs, OPTN:p.P24fs, OR4K5:p.F177fs, PIK3CA:p.N345K, PIK3CA:p.E542K, PLXNA1:p.P1016fs, PNPLA7:p.P1199fs, PODN:p.I301fs, PPP2R3B:p.T389fs, PRSS36:p.L680fs, RGL2:p.G203fs, RHOQ:p.V190fs, RNF111:p.R771fs, RTN2:p.P313fs, SALL4:p.V995fs, SBF1:p.P1076fs, SETDB2:p.R715fs, SNAPC2:p.T292fs, SPG20:p.F232fs, SRCAP:p.P1876fs, STAT2:p.P489fs, TCHP:p.E172fs, TP53:p.R282W, TP53:p.R248Q, USP21:p.K474fs, WDR7:p.G262fs, ZBTB7C:p.E157fs, ZFC3H1:p.K385fs, ZNF124:p.T339fs, ZNF626:p.K115fs, ADNP2:p.S322fs, AGAP1:p.G127fs, ALDH2:p.L286fs, ARHGAP5:p.D890fs, ARHGEF17:p.A615fs, ARID1A:p.Y1324fs, ART 1:p.I243fs, ASCL4:p.D35fs, ATXN2L:p.G998fs, B3GNT5:p.F30fs, BCKDHA:p.H37fs, BCL9L:p.P1127fs, BEND3:p.D265fs, BNC2:p.S575R, BRD3:p.P24fs, C12orf51:p.P4235fs, C1R:p.P216fs, C7orf49:p.G130fs, CA2:p.I145fs, CABP5:p.R145fs, CASD1:p.F781fs, CASP8:p.R471fs, CCDC153:p.P200fs, CD93:p.D280fs, CROT:p.L32fs, CSF3R:p.P468fs, CTCF:p.K202fs, ERBB2:p.S310F, FAM46D:p.S69R, FBN3:p.G601fs, FBXO21:p.F144fs, GAS6:p.G150fs, GLYR1:p.G380fs, GXYLT1:p.L223fs, HAUS6:p.S530fs, IGF2R:p.T1314fs, ITGB1:p.L378I, KDM3B:p.P1316fs, KIF13A:p.K1115fs, KLF3:p.S224fs, LARP1:p.A223fs, LRP1:p.G1488fs, LRP1:p.G1488fs, MAGEE2:p.Q45fs, MAMSTR:p.P162fs, MAPK15:p.Q511fs, MLL2:p.P647fs, MOCS2:p.P22fs, MTG1:p.L105fs, MTG1:p.H327fs, MTIF2:p.N109fs, NID2:p.R1035fs, PAX2:p.P395fs, PCCA:p.R230H, PDZD2:p.R01fs, PFKP:p.M593fs, PIK3CA:p.R88Q, PLA2G1B:p.L53fs, PLAU:p.R201fs, PMEPA1:p.P208fs, POP1:p.K750fs, PTCH1:p.P1307fs, PTPRT:p.P1075fs, RDBP:p.P6fs, RNMT:p.K392fs, ROBO2:p.P1080fs, RUNDC3B:p.L6fs, SDAD1:p.K275fs, SLC10A6:p.G109fs, SNAPC1:p.D21 fs, SPATA5L1:p.C685fs, SPTA1:p.K1732T, STAT5B:p.P367fs, SYT4:p.M1fs, TAF1L:p.K851fs, TAP2:p.L75fs, TBL1XR1:p.N126fs, THEMIS:p.K406fs, TMEM79:p.P161fs, TP53:p.C176F, TP53BP2:p.K69fs, TP53RK:p.L174fs, UBQLN2:p.A523fs, UHRF1BP1:p.11330fs, VPRBP:p.K939fs, VPS13B:p.T56fs, WASF3:p.P305fs, YLPM1:p.E1178fs, ZC3H13:p.K1006fs, ZC3H18:p.P825fs, ZC3H4:p.E779Q, ZNF48:p.P247fs, ZNF608:p.A465fs, ZNF878:p.S238fs, ZSCAN18:p.P225fs, ABCB1:p.R527fs, ABCB6:p.G318fs, ACACB:p.G255fs, ACP1:p.Q123fs, ACTL6A:p.L88fs, ADAMTSL4:p.G778fs, AGBL5:p.I420fs, AHI1:p.K303fs, AKAP9:p.M3743fs, AKD1:p.R1209fs, ANKRD40:p.D99E, ARHGEF5:p.S1512fs, ARID1A:p.K1071fs, ARID3A:p.S557G, ARPP21:p.I130fs, ASPN:p.F67fs, ASXL3:p.E873fs, ATP6V1C2:p.R312fs, BEST3:p.P444fs, BRAF:p.P403fs, BRMS1:p.G107fs, BTBD11:p.T451fs, BTBD11:p.A561V, C11orf9:p.S261fs, C14orf102:p.R90fs, C14orf43:p.Q36fs, C15orf52:p.G98fs, C19orf21:p.R262C, C19orf70:p.P50fs, C20orf160:p.P46fs, C3:p.P890fs, CADPS2:p.N468fs, CASC3:p.S232F, CASC3:p.P603L, CASC3:p.P645L, CASC3:p.S658L, CASKIN2:p.P727fs, CBLL1:p.E138fs, CBLN3:p.P69fs, CCDC108:p.P164fs, CCDC148:p.K420fs, CCDC153:p.P200fs, CCDC169-SOHLH2:p.K162R, CCDC88A:p.K677fs, CD1E:p.F85V, CD3EAP:p.K218fs, CDH11:p.K357T, CDH1:p.D254Y, CDH23:p.V403I, CFI:p.K37fs, CHPF2:p.D645fs, CIC:p.R507fs, CIC:p.A1114fs, CIC:p.A1114fs, CLSTN1:p.T615M, CNBD1:p.L396P, CNGA4:p.K510T, CNOT6:p.S248fs, CNTROB:p.R920fs, COL9A1:p.P283fs, CPAMD8:p.P784fs, CR1L:p.L79fs, CRB1:p.F630V, CSMD1:p.L3410V, CTNNA3:p.K856fs, CTNND1:p.I447fs, CTSD:p.P89fs, CUX1:p.A439fs, CYP7B1:p.K332T, DAB21P:p.D994fs, DNAH11:p.T871fs, DNAH8:p.K1688fs, DNAJC1:p.K193fs, DNM2:p.P791fs, DSTN:p.F101fs, DYRK1B:p.Q545fs, EAF2:p.V109fs, EDNRB:p.A104V, EEA1:p.N570fs, EFHA1:p.F290fs, EGR1:p.P332fs, EIF4G3:p.K563fs, ELK3:p.S173fs, ENTPD2:p.G204fs, EOMES:p.G332fs, EPHA10:p.P868fs, EPHB6:p.G54fs, EPHX1:p.P132fs, EPPK1:p.G2015fs, ERBB4:p.M1fs, ESF1:p.T99fs, EXOSC8:p.L160fs, FAM113B:p.R5 fs, FAM116A:p.L44 fs, FAM135B:p.S645R, FAM151A:p.P117fs, FAM193A:p.D428fs, FAM193A:p.D428fs, FAM214B:p.A42fs, FAM40B:p.R740C, FAM70B:p.S19L, FASTKD1:p.K3fs, FBXW7:p.R479Q, FBXW9:p.G298fs, FER:p.L474fs, FERMT2:p.K152fs, FGGY:p.G138fs, FIGNL1:p.K309fs, FLG:p.K159fs, FLNB:p.W529fs, FOLH1:p.S501fs, FYB:p.G324fs, GABRD:p.Q412fs, GALNTL1:p.W317fs, GANAB:p.L23fs, GCDH:p.L389fs, GIMAP7:p.V276fs, GIPC3:p.G227fs, GLI3:p.P033fs, GLIPR1L2:p.G92fs, GNPNAT1:p.F54fs, GON4L:p.M134fs, GPATCH4:p.K210fs, GRK4:p.K22fs, GTF3C1:p.S767fs, GTF3C4:p.E562fs, H2AFY2:p.K144fs, HCFC1R1:p.P83fs, HCRTR2:p.S9fs, HCRTR2:p.S9fs, HDLBP:p.G747fs, HECA:p.R333fs, HIVEP3:p.H554fs, HIVEP3:p.P534fs, HLA-C:p.P209fs, HOOK1:p.L361fs, HOXD8:p.P122fs, HTT:p.G697fs, IBTK:p.K1213fs, IDE:p.K37fs, IFT172:p.A837T, INPPL1:p.A974fs, INPPL1:p.P1154fs, INSM2:p.T533fs, INTS12:p.L14fs, INVS:p.R815fs, IPO11:p.S844fs, IRX6:p.A425V, ISG20L2:p.P288fs, ITGB8:p.A7fs, JARID2:p.G394fs, JHDM1D:p.R97fs, KBTBD6:p.G442fs, KCNC1:p.K455fs, KCNH2:p.G149A, KCNJ10:p.P102fs, KCNMB2:p.N151K, KCTD21:p.T6M, KIAA0586:p.A1592fs, KIAA1009:p.F406fs, KIAA1109:p.E1588fs, KIAA2026:p.K690fs, KIF26B:p.S1065fs, KIF6:p.L204fs, KIRREL:p.P335fs, KLC2:p.T568fs, KRAS:p.Q61H, KRAS:p.G12S, MAN1C1:p.G431fs, MAP A:p.P2063fs, MAP2:p.K1472fs, MAP3K12:p.R449del, MAP7D1:p.A80fs, MGST2:p.K102fs, MKI67:p.T1664fs, MKL1:p.P307fs, MLL2:p.P2354fs, MLL2:p.L656fs, MLL2:p.P647fs, MLL2:p.L1877fs, MMP3:p.I64fs, MPDZ:p.K1582fs, MTUS2:p.R1005W, MUC16:p.A6156T, MYB:p.R481fs, MYEOV:p.L269fs, MYH11:p.K1263del, MYO18A:p.P209fs, MYO7A:p.I539fs, MYOCD:p.G226fs, NAA16:p.H514fs, NBEA:p.V2247fs, NCAPD3:p.Q909fs, NCAPH:p.T466fs, NCOR2:p.P1308fs, NEFM:p.A213V, NEK8:p.V690fs, NF1:p.T676fs, NHLRC1:p.F204fs, NKD1:p.P286fs, NPR3:p.Y138H, NT5M:p.P206fs, NUFIP2:p.R224fs, NUP210:p.L135fs, NYNRIN:p.G113fs, OBSCN:p.G997fs, OGDH:p.Y948fs, OR4C16:p.S135R, OR51A7:p.L124R, OR7C1:p.C179fs, OSBP2:p.H627fs, OTOF:p.E1304K, P2RX1:p.R20fs, PALB2:p.M296fs, PALB2:p.N280fs, PANK1:p.K400fs, PAPD4:p.C225fs, PAPPA2:p.I1683fs, PARP15:p.K461fs, PARP4:p.K847fs, PCDH10:p.N118fs, PCDH10:p.P225fs, PCGF3:p.H63fs, PELI2:p.G197fs, PHACTR1:p.V251 fs, PHACTR2:p.S237fs, PHACTR4:p.S354fs, PHKB:p.K642fs, PIAS3:p.H116fs, PIGO:p.P787fs, PIGT:p.A346fs, PIK3R3:p.M341fs, PITPNM1:p.P295fs, PKN2:p.K76fs, PLA2G15:p.W230fs, PLAG1:p.K184fs, PLEKHO1:p.T254fs, PLOD3:p.R297fs, PLOD3:p.P296fs, PLXNA2:p.P464fs, POLQ:p.L1430fs, PPARGC1B:p.P135fs, PPL:p.P454fs, PPM1H:p.P226fs, PPP1R12C:p.P372fs, PREX2:p.R562fs, PRICKLE4:p.Q109fs, PRKAR1B:p.P87fs, PRKCG:p.R345C, PRMT8:p.S28fs, PROX1:p.F592fs, PRRG3:p.R163fs, PSD2:p.G256fs, PTCHD3:p.F588fs, PTPN4:p.N319fs, PTPRC:p.Q895H, PWWP2B:p.S84fs, PYGO2:p.Q150fs, RABGAP1:p.K928fs, RB1CC1:p.N1711fs, RBM6:p.R96fs, RHOA:p.Y42C, RIMS1:p.R71G, RIMS2:p.V401fs, RING1:p.G171fs, RINT1:p.L107fs, RNF43:p.P116fs, ROBO2:p.K1293fs, RPS6KA6:p.K109fs, RRS1:p.N45fs, RSF1:p.K386fs, RUSC2:p.P486fs, RXFP3:p.A60V, SAFB:p.W798fs, SCARF1:p.R614Q, SCLT1:p.K109fs, SERPINB12:p.Q168fs, SGK3:p.L61fs, SGOL2:p.E407fs, SIGLEC1:p.P318fs, SIK1:p.Q678fs, SLC6A6:p.G98fs, SLC25A17:p.F28fs, SLC26A7:p.1629fs, SLC32A1:p.V494I, SLC4A3:p.L061fs, SLC7A10:p.P157fs, SLC9A2:p.T746fs, SLITRK1:p.K45fs, SND1:p.H721fs, SOAT1:p.F64fs, SORBS2:p.E1158fs, SOX7:p.L309fs, SPAG17:p.Q264fs, SPTY2D1:p.P485fs, SRCIN1:p.P865fs, SREBF2:p.H763fs, SRRT:p.G102fs, STAB1:p.P1120fs, STRADA:p.R333fs, STX2:p.K252fs, SV2A:p.E138fs, SYCP2:p.M176fs, SYNJ2:p.P1111fs, TAS2R10:p.L196fs, TBC1D22B:p.A75fs, TEAD2:p.P298fs, TFE3:p.G482fs, TGM6:p.T358fs, TIMM44:p.K83fs, TIMP3:p.A199fs, TLR4:p.L498V, TMEM132D:p.P206fs, TMEM41A:p.F156fs, TMEM41B:p.F230fs, TMTC4:p.R611C, TNK2:p.P632fs, TOPBP1:p.I1381fs, TP53:p.E286K, TP53:p.P152fs, TRIP11:p.K541fs, TRPA1:p.T673fs, TRPM8:p.H765fs, TTF1:p.K336fs, TTI1:p.R707H, TTN:p.E15192D, U2AF2:p.L175fs, UBC:p.G684fs, UBR4:p.P2802fs, UPF2:p.E1033D, UPK2:p.P49fs, USP13:p.I116fs, USP15:p.K782fs, VASH1:p.G3fs, VEZF1:p.355_356insN, VPS13A:p.F2883fs, WAPAL:p.R522fs, WDFY3:p.L842fs, WDR59:p.N160fs, WDR5:p.N214fs, WDR60:p.Q412fs, WDTC1:p.M287fs, WHSC1L1:p.K418fs, WNT1:p.W167fs, XIRP2:p.E1007D, YBX2:p.P226fs, YIF1A:p.R131fs, ZBBX:p.E151del, ZBTB40:p.L262fs, ZBTB7C:p.G342fs, ZBTB7C:p.D154fs, ZC3H18:p.T701fs, ZDHHC5:p.E651 del, ZDHHC7:p.P316fs, ZFHX3:p.R1893fs, ZFHX3:p.E763fs, ZFHX4:p.L408fs, ZHX3:p.N249K, ZIM3:p.I384fs, ZKSCAN5:p.D13fs, ZMYM4:p.K345fs, ZNF236:p.T1410M, ZNF23:p.F122fs, ZNF334:p.K426fs, ZNF358:p.T130fs, ZNF701:p.L296fs, ZNF711:p.L737fs, and ZNF831:p.A49fs.


69. The pharmaceutical composition of any of paragraphs 30-36, wherein:

    • (a) the population of subjects is suffering from TGCT; and
    • (b) the at least one tumor-specific mutation comprises any combination of mutations selected from the group consisting of FAM18B2:p.C51Y, BTN2A3P:p.P3S, MUC2:p.G1715S, NBPF10:p.L44V, SP8:p.G156S, DCP1B:p.Q252H, DEK:p.E41D, ERC1:p.K692R, FAM104B:p.D75H, FRG1B:p.M49V, KRTAP10-10:p.V234M, LRRCC1:p.A6V, NRAS:p.Q61R, PNPLA4:p.L223P, ANKLE1:p.C644fs, ANKLE1:p.C644fs, KIT:p.D816H, KIT:p.D816Y, MUC2:p.T1597I, PSMD11:p.A5V, RHPN2:p.V73M, RUNX2:p.Q71E, SP4:p.E7K, TUBA1C:p.L146F, ZNF814:p.Y324H, ADAMTS17:p.N572T, ATRX:p.K1936R, BCL11B:p.E535D, BMP2K:p.Q460H, BMP2K:p.H487Q, C12orf32:p.D60V, C22orf43:p.K19E, CDC27:p.N571I, CDC27:p.P242S, DDX11:p.K208fs, EBPL:p.L189V, EZH2:p.K510R, FAM86A:p.A141T, GAS2L2:p.D189A, GRID2IP:p.LS754del, HGC6.3:p.E171G, KIT:p.D816V, KIT:p.N822Y, KIT:p.N822K, KRAS:p.Q61R, KRAS:p.G12V, KRTAP1-1:p.I116V, LRRC37BP1:p.Y166D, MEF2A:p.R127Q, MFF:p.S7F, MST1:p.R347W, MUC4:p.S3048L, MUC6:p.H2000Q, MUC6:p.P1977H, NAT10:p.I393T, OPLAH:p.A900D, PIEZO1:p.Q749E, PRAMEF4:p.F300V, RBM10:p.E184D, SERINC2:p.T121P, SPIN2A:p.M150V, SRRM2:p.A2257S, SSBP3:p.K6R, ZNF680:p.R501W, ABCC8:p.Y512C, ABCC9:p.L466P, ABCD1:p.H169Q, ABL2:p.P19T, ACVR2B:p.R48C, AHDC1:p.P33fs, AHNAK2:p.L1640M, ALPPL2:p.W31 S, AMMECR1:p.G77C, ANK3:p.D1322E, ANKHD1-EIF4EBP3:p.G60S, ANKRD11:p.Y2015S, ANKRD11:p.K369R, ANKRD50:p.V637M, APBB3:p.L450P, ARHGAP24:p.T35A, ARID4B:p.G1076A, ARMC3:p.A514T, ARRB2:p.T99P, ATAD5:p.I305V, ATXN3:p.305_306insQQQQQQQ, AVPR1B:p.G39R, AXDND1:p.E994Q, BAI2:p.A231G, BEST3:p.P383L, BIRC6:p.V414L, BIRC8:p.A225M, BRWD1:p.K1319R, BTN2A2:p.L15F, C12orf51:p.A2644T, C12orf65:p.K143T, C16orf62:p.L244I, C1QBP:p.T225I, C1orf167:p.S123G, C5orf25:p.Y4F, CACNA1E:p.G2080S, CAPNS1:p.LV303del, CCDC159:p.A332S, CDKAL1:p.P409L, CDYL:p.V48A, CDYL:p.A60G, CELSR2:p.L17P, CHD4:p.E138D, CKAP5:p.G576A, CLCC1:p.K52R, CMTM8:p.S26T, CNKSR2:p.P249L, CNTN5:p.I501T, COG5:p.H617R, COL15A1:p.K708R, COL6A3:p.A2378D, CRYGB:p.R143G, CSGALNACT2:p.L362F, CUL4A:p.I438F, CXXC1:p.Q156H, CYP19A1:p.F406L, DCLRE1B:p.F28I, DDX11:p.A376T, DDX11:p.E680D, DEPDC5:p.R1525Q, DLC1:p.S741T, DNMT1:p.R995Q, DOCK11:p.Q169E, DSPP:p.D1047N, E2F7:p.I91S, EBF1:p.D353G, ECI2:p.K55R, EEF1A2:p.Y418S, EIF3J:p.A8G, EML6:p.K805R, EPAS1:p.S474T, EPRS:p.L1335I, ERICH1:p.E327K, FAM101B:p.L5P, FAM104A:p.M1R, FAM110D:p.R71H, FAM155A:p.Q95R, FAM186A:p.G1492E, FAM194B:p.Y139H, FAM21B:p.P1231S, FAM32A:p.K9R, FAM46B:p.H416R, FAM48B1:p.I499V, FAM48B1:p.A516P, FAM5C:p.S425W, FAM86C2P:p.C120Y, FBXL14:p.V48G, FRMPD3:p.Q832del, FRS2:p.L47S, GDF5:p.E105fs, GPNMB:p.C3fs, GPT2:p.R10P, H2AFV:p.Q125R, HDLBP:p.R503C, HERC2:p.R2129C, HIST1H2BJ:p.K13R, HLX:p.N231K, HMGB3:p.E198D, HSF4:p.R169W, HSF4:p.S491P, HYAL4:p.D222N, INO80E:p.P206fs, INTS4:p.S460A, IQCF6:p.R3H, ITPR1:p.M1569I, ITPR3:p.R1698G, KANSL3:p.G376E, KCNA4:p.E627del, KDM5A:p.P423S, KDM6A:p.Y362fs, KIAA0020:p.K63R, KIDINS220:p.N851 S, KIT:p.W557G, KLHDC2:p.W321S, KRAS:p.A146T, KRAS:p.Q61H, KRAS:p.Q61L, KRAS:p.G12A, KRAS:p.G12R, KRBA1:p.R839G, KRTAP4-8:p.T63S, L2HGDH:p.P441del, LAMC3:p.P174Q, LHCGR:p.L16Q, LOC401296:p.L144M, LPHN2:p.F906I, LRP12:p.G310C, LTB4R:p.F73L, LTBP3:p.L35del, LUC7L3:p.S148T, LYPD4:p.T64K, MAMLD1:p.Q572L, MAP4K2:p.R341G, MAPK7:p.A501D, MAT2A:p.E166G, MED12L:p.C1292Y, MESP2:p.Q182E, MEX3C:p.R534S, MIER2:p.L131F, MLL5:p.Y66C, MLLT3:p.177_178SS>S, MMS19:p.D1005N, MRPS25:p.E119del, MSH6:p.D576A, MTIF3:p.G65E, MUC17:p.M1807T, MUC17:p.T2279N, MUC17:p.G2474S, MUC2:p.TTPSPP1475del, MUC2:p.T1568M, MUC2:p.T1580N, MUC2:p.T1704I, MUC2:p.T1706M, MUC4:p.H1117D, MUC5B:p.R1097H, MYEF2:p.K323E, MYEOV:p.L302H, MYH8:p.A785V, MYO1A:p.N584K, NAP1L3:p.P353R, NAV1:p.I1433M, NCAM1:p.E131G, NEB:p.D3107N, NEFH:p.V670E, NELL2:p.G170D, NHS:p.D1561N, NKD2:p.H447del, NSD1:p.T461R, NT5C3:p.A3P, NYAP1:p.P480S, OBSCN:p.A908T, OR10J1:p.R244Q, OR1S2:p.M298I, OR2L3:p.K294R, OR6K6:p.F311L, PABPC3:p.V325fs, PBX2:p.Y262F, PCDHB4:p.P255F, PCMTD1:p.V281A, PCP4L1:p.K64R, PDE3A:p.A98E, PDIA6:p.N56K, PDS5A:p.L1309F, PHLDA2:p.R28S, PIGR:p.V183G, PIK3CA:p.E545K, PIK3CD:p.C381R, PKD1:p.T938M, PLEKHM1:p.A895V, PLEKHN1:p.A600D, PLXND1:p.R367L, PMS2:p.K651R, PNMA3:p.E200G, POTEF:p.S112G, PRAMEF8:p.I448V, PRDM2:p.E278D, PRODH:p.L527V, PRPF31:p.R289W, PSME4:p.N495D, PTGR1:p.E40A, PTPRB:p.Q726H, RABGEF1:p.N207D, RAC1:p.P34R, RANBP17:p.M900I, REV3L:p.A30S, RFC3:p.I82N, RFC3:p.K296N, RIMBP3:p.Q1154R, RPL19:p.R151C, RPL5:p.R58fs, RPTN:p.M538I, RRAD:p.A278E, RYR1:p.D668Y, RYR2:p.L2023F, SAFB:p.G799V, SCRIB:p.G332V, SDK1:p.Y2146C, SEC16A:p.T443K, SEC31B:p.P905S, SELO:p.R565Q, SELP:p.A297T, SI:p.I1681K, SLC2A7:p.H268Q, SLC37A1:p.V528I, SLC38A1:p.G100R, SMARCA2:p.D1158A, SMARCA5:p.T156fs, SMC3:p.E970Q, SMG1:p.P2696H, SNRNP200:p.A2129G, SPIN2B:p.M150V, ST6GALNAC1:p.S354N, STAMBPL1:p.Y143H, STARD8:p.G662A, STON1-GTF2A1L:p.N451S, SYMPK:p.A336G, TAS2R8:p.W98C, TCHH:p.W1016R, TET1:p.T1472S, TIAM1:p.G247M, TNS1:p.P183S, TOR1AIP2:p.G146R, TPRX1:p.S216P, TPRX1:p.S200P, TRMT61A:p.S244I, TSPAN4:p.L92V, TTF1:p.Q530R, UBE2M:p.G131D, UBR5:p.R2517S, UGT2B11:p.R447I, UMODL1:p.M559I, UNC93A:p.V445A, USP46:p.Q137R, VWA2:p.G317D, VWA7:p.V792G, WASH3P:p.L187V, WNT5B:p.K327E, WRN:p.E510D, XDH:p.P410S, ZAN:p.S755P, ZC3H11A:p.I777T, ZC3H7A:p.C575S, ZDHHC11:p.H250Q, ZFHX4:p.D3239N, ZKSCAN3:p.K200A, ZMYM4:p.T367I, ZNF174:p.P353T, ZNF322:p.Y353C, ZNF592:p.K324Q, ZNF592:p.P500T, ZNF782:p.C145F, ZNF799:p.C453R, ZNF804B:p.P644S, and ZNRF3:p.R889W.


70. The pharmaceutical composition of any of paragraphs 30-36, wherein:

    • (a) the population of subjects is suffering from THCA; and
    • (b) the at least one tumor-specific mutation comprises any combination of mutations selected from the group consisting of BRAF:p.V600E, NRAS:p.Q61R, HRAS:p.Q61R, NRAS:p.Q61K, OTUD4:p.T909I, HRAS:p.Q61K, NLRP6:p.E611G, AKT1:p.E17K, ANKMY1:p.N302I, ATP6V1A:p.L237P, CYP19A1:p.S113I, DCUN1D4:p.L275P, DGCR8:p.E518K, DLC1:p.S741T, DNAH10:p.C1853F, EIF1AX:p.G9D, FAM75D5:p.L222P, FCGRT:p.P40A, KRAS:p.Q61K, LMX1B:p.Q285del, MAS1L:p.R324G, MED15:p.S35I, MEGF6:p.Y393C, ODZ2:p.A1529V, OR5L1:p.R122H, OR6K6:p.F311L, OTX1:p.D315N, POTEE:p.S75G, SCN5A:p.D1978H, TOP2A:p.K1199E, and TSG101:p.K265R.


71. The pharmaceutical composition of any of paragraphs 30-36, wherein:

    • (a) the population of subjects is suffering from UCS; and
    • (b) the at least one tumor-specific mutation comprises any combination of mutations selected from the group consisting of TP53:p.R248Q, ZNF814:p.D404E, BTN2A3P:p.P3S, FBXW7:p.R465C, FRG1B:p.G65E, MUC4:p.H4205Q, NBPF10:p.V99F, PIK3CA:p.E545K, PIK3CA:p.H1047R, PPP2R1A:p.P179R, DDX11L2:p.*128Q, FBXW7:p.R479Q, FRG1B:p.K13N, FRG1B:p.L52S, HSD17B7P2:p.N175S, KRAS:p.G12V, LOC283788:p.S37G, TP53:p.R273H, TP53:p.S241Y, ADAMTS12:p.E359K, BCL2L11:p.L187fs, CDC27:p.L460fs, CHEK2:p.K373E, ESPNP:p.W122fs, FBXW7:p.R689W, FBXW7:p.R505G, FBXW7:p.R465H, FCGBP:p.V4019M, FRG1B:p.I10T, FRG1B:p.D32V, FRG1B:p.R37K, KRAS:p.G12D, LOC100233156:p.R21C, LOC283788:p.I46M, LRP1B:p.L1392F, MAMLD1:p.Q572L, MST1P9:p.L319P, MUC4:p.A2390T, MUC4:p.G2172S, NBPF10:p.E3455K, PIK3CA:p.G106V, PODXL:p.28_30PSP>P, POTEC:p.R477Q, PPP2R1A:p.R183W, PPP2R1A:p.S219L, PTPN18:p.TG378del, RGPD3:p.N756D, RPL13AP20:p.G107R, SAMD4B:p.R477W, SMAP1:p.E169fs, TP53:p.H193R, TP53:p.H179R, TP53:p.R175H, TUBBP5:p.R119H, and U2AF1:p.S34F.


72. The pharmaceutical composition of any of paragraphs 30-36, wherein:

    • (a) the population of subjects is suffering from PAAD; and
    • (b) the at least one tumor-specific mutation comprises any combination of mutations selected from the group consisting of RBM14:p.AAAAAAA286del, KRAS:p.G12D, JMY:p.PPPPPPPPPPPP811 del, RIOK1:p.D69del, LCE2A:p.SSGGCCGSSSGGCC47del, KRAS:p.G12V, C1QB:p.GPKGPMGPKGGPGAPGAP90del, ZFHX3:p.V777del, DBR1:p.541_542DD>D, AEBP1:p.K1133del, KRAS:p.G12R, RBM47:p.495_502AAAAAAAA>A, AP3S1:p.K41fs, MLL2:p.AEGPHLSPQPEELHLSPQ792del, RFX1:p.386_401GGGGGGGGGGGGSG>G, AXDND1:p.EQ991del, HERC2P3:p.A803V, RGPD3:p.N756D, FNDC1:p.D180del, ANAPC1:p.T537A, IRS4:p.21_22AA>A, GIGYF2:p.Q1005del, NCOA3:p.Q1253fs, SIK3:p.950_951QQ>Q, GPR6:p.AAAAATAAGGPDTGEWGPPA36del, NBPF12:p.D1323fs, SHROOM4:p.1156_1157EE>E, ZMIZ2:p.VAAAAATATATATAT153del, DGKK:p.PAPP41del, LZTS1:p.RTQDLEGALRTKGLEL432del, CASQ2:p.395_396DD>D, DCP1B:p.251_252insH, ESPNP:p.296_317PPPPSFPPPPPPPGTQLPPPPP>P, KBTBD6:p.T403K, NBPF16:p.D449fs, ANKRD36C:p.H438R, ESPN:p.PPPPPPSFPPPPPPPGTQLPP430del, FCGBP:p.A2493V, KRAS:p.Q61H, NCOA3:p.Q276del, OR2T2:p.C203fs, TMCC1:p.Q565L, BCKDHA:p.G129fs, ESPNP:p.H64fs, GNAS:p.R844H, NBPF14:p.R25C, OGFOD1:p.G477fs, RBM12:p.P693S, SLC38A10:p.1071_107211>I, SORBS2:p.P866S, TP53:p.R248W, TP53:p.R175H, and UBAC1:p.E269del.


73. The pharmaceutical composition of any of paragraphs 30-72, wherein the composition comprises at least 2, at least 3, at least 4, at least 5, at least 6, at least 7, at least 8, at least 9, at least 10, at least 11, at least 12, at least 13, at least 14, at least 15, at least 16, at least 17, at least 18, at least 19, at least 20, at least 21, at least 22, at least 23, at least 24, at least 25, at least 26, at least 27, at least 28, at least 29, or at least 30 neoantigenic peptides.


74. The pharmaceutical composition of paragraph 73, wherein the composition comprises 15 to 20 neoantigenic peptides.


75. The pharmaceutical composition of paragraphs 73 or 74, further comprising at least one additional neoantigenic peptide which is specific for an individual patient's tumor.


76. The pharmaceutical composition of paragraph 75, wherein the patient specific neoantigenic peptide is selected by identifying sequence differences between the genome, exome, and/or transcriptome of the patient's tumor sample and the genome, exome, and/or transcriptome of a non-tumor sample.


77. The pharmaceutical composition of paragraph 75, wherein the samples are fresh or formalin-fixed paraffin embedded tumor tissues, freshly isolated cells, or circulating tumor cells.


78. The pharmaceutical composition of paragraph 75, wherein the sequence differences are determined by Next Generation Sequencing.


79. The pharmaceutical composition of any of paragraphs 30-78, wherein each neoantigenic peptide is from about 5 to about 50 amino acids in length.


80. The pharmaceutical composition of paragraph 79, wherein each neoantigenic peptide is between about 15 to about 35 amino acids in length; is about 15 amino acids or less in length; is about 8 and about 11 amino acids in length; or is 9 or 10 amino acids in length.


81. The pharmaceutical composition of paragraph 79 or 80, wherein each neoantigenic peptide binds major histocompatibility complex (MHC) class I.


82. The pharmaceutical composition of any one of paragraphs 30-81, wherein each neoantigenic peptide binds to MHC class I with a binding affinity of less than about 500 nM, or optionally each neoantigenic peptide binds to HLA-A, -B or -C with a KD of less than 500 nM.


83. The pharmaceutical composition of paragraph 79, wherein each neoantigenic peptide is about 30 amino acids or less in length; is between about 6 and about 25 amino acids in length; is between about 15 and about 24 amino acids in length; or is between about 9 and about 15 amino acids in length.


84. The pharmaceutical composition of paragraph 79, 82 or 83, wherein each neoantigenic peptide binds major histocompatibility complex (MHC) class II.


85. The pharmaceutical composition of paragraph 84, wherein each neoantigenic peptide binds to MHC class I with a binding affinity of less than about 500 nM, or optionally each neoantigenic peptide binds to HLA-A, -B or -C with a KD of less than 500 nM.


86. The pharmaceutical composition of any of paragraphs 30-85, wherein at least one neoantigenic peptide further comprises flanking amino acids.


87. The pharmaceutical composition of paragraph 86, wherein the flanking amino acids are not native flanking amino acids.


88. The pharmaceutical composition of any of paragraphs 30-87, which at least one neoantigenic peptide is linked to at least a second neoantigenic peptide.


89. The pharmaceutical composition of paragraph 88, wherein peptides are linked using a poly-glycine or poly-serine linker.


90. The pharmaceutical composition of paragraph 88 or 89, wherein the second neoantigenic peptide binds MHC class I or class II with a binding affinity of less than about 1000 nM.


91. The pharmaceutical composition of any of paragraphs 88-90, wherein the second neoantigenic peptide binds MHC class I or class II with a binding affinity of less than about 500 nM.


92. The pharmaceutical composition of any of paragraphs 88-91, wherein both of the neoepitopes bind to human leukocyte antigen (HLA)-A, -B, -C, -DP, -DQ, or -DR.


93. The pharmaceutical composition of any of paragraphs 88-92, wherein the isolated neoantigenic peptide and the second neoantigenic peptide binds a class I HLA or the isolated neoantigenic peptide and the second neoantigenic peptide binds a class II HLA.


94. The pharmaceutical composition of any of paragraphs 88-92, wherein the isolated neoantigenic peptide binds a class II HLA and the second neoantigenic peptide binds a class I HLA or the isolated neoantigenic peptide binds a class I HLA and the second neoantigenic peptide binds a class II HLA.


95. The pharmaceutical composition of any of paragraphs 30-94, wherein at least one neoantigenic peptide further comprises modifications which increase in vivo half-life, cellular targeting, antigen uptake, antigen processing, MHC affinity, MHC stability, or antigen presentation.


96. The pharmaceutical composition of paragraph 95, wherein the modification is conjugation to a carrier protein, conjugation to a ligand, conjugation to an antibody, PEGylation, polysialylation HESylation, recombinant PEG mimetics, Fc fusion, albumin fusion, nanoparticle attachment, nanoparticulate encapsulation, cholesterol fusion, iron fusion, acylation, amidation, glycosylation, side chain oxidation, phosphorylation, biotinylation, the addition of a surface active material, the addition of amino acid mimetics, or the addition of unnatural amino acids.


97. The pharmaceutical composition of paragraph 95, wherein the cells that are targeted are antigen presenting cells.


98. The pharmaceutical composition of paragraph 97, wherein the antigen presenting cells are dendritic cells.


99. The pharmaceutical composition of paragraph 98, wherein the dendritic cells are targeted using DEC205, XCR1, CD197, CD80, CD86, CD123, CD209, CD273, CD283, CD289, CD184, CD85h, CD85j, CD85k, CD85d, CD85g, CD85a, CD141, CD11c, CD83, TSLP receptor, or CD1a marker.


100. The pharmaceutical composition of paragraph 99, wherein the dendritic cells are targeted using the CD141, DEC205, or XCR1 marker.


101. The pharmaceutical composition of any of paragraphs 30-100, which is an immunogenic or vaccine composition.


102. The pharmaceutical composition of paragraph 101, further comprising an immunomodulator or adjuvant.


103. The pharmaceutical composition of paragraph 102, wherein the immunodulator or adjuvant is selected from the group consisting of Poly(I:C), Poly-ICLC, STING agonist, 1018 ISS, aluminium salts, Amplivax, AS15, BCG, CP-870,893, CpG7909, CyaA, dSLIM, GM-CSF, IC30, IC31, Imiquimod, ImuFact IMP321, IS Patch, ISS, ISCOMATRIX, JuvImmune, LipoVac, MF59, monophosphoryl lipid A, Montanide IMS 1312 VG, Montanide ISA 206 VG, Montanide ISA 50 V2, Montanide ISA 51 VG, OK-432, OM-174, OM-197-MP-EC, ISA-TLR2 agonist, ONTAK, PepTel®. vector system, PLG microparticles, resiquimod, SRL172, virosomes and other virus-like particles, YF-17D, VEGF trap, R848, beta-glucan, Pam3Cys, Pam3CSK4, acrylic or methacrylic polymers, copolymers of maleic anhydride, and QS21 stimulon.


104. An isolated polynucleotide encoding the isolated neoantigenic peptide of any of paragraphs 1-24.


105. The isolated polynucleotide of paragraph 104, which is RNA.


106. The isolated polynucleotide of paragraph 105, wherein the RNA is modified to increase stability, increase cellular targeting, increase translation efficiency, adjuvanticity, cytosol accessibility, and/or decrease cytotoxicity.


107. The isolated polynucleotide of paragraph 106, wherein the modification is conjugation to a carrier protein, conjugation to a ligand, conjugation to an antibody, codon optimization, increased GC-content, incorporation of modified nucleosides, incorporation of 5′-cap or cap analog, and/or incorporation of an unmasked poly-A sequence.


108. A cell comprising the polynucleotide of any of paragraphs 104-107.


109. A vector comprising the polynucleotide of any one of paragraphs 104-107.


110. The vector of paragraph 110, in which the polynucleotide is operably linked to a promoter.


111. The vector of paragraphs 109 or 110, which is a plasmid, phage, transposon, cosmid, virus, or virion.


112. The vector of paragraph 111, which is an adeno-associated virus, herpesvirus, lentivirus, or pseudotypes thereof.


113. An in vivo delivery system comprising the isolated polynucleotide of any of paragraphs 104-107.


114. The delivery system of paragraph 113, wherein the delivery system includes spherical nucleic acids, viruses, virus-like particles, plasmids, bacterial plasmids, or nanoparticles.


115. A cell comprising the vector or delivery system of any of paragraphs 109-114.


116. The cell of paragraph 115, which is an antigen presenting cell.


117. The cell of paragraph 116, which is a dendritic cell.


118. The cell of paragraph 117, which is an immature dendritic cell.


119. A composition comprising at least one polynucleotide of any of paragraphs 104-107.


120. The composition of paragraph 119, wherein the composition comprises at least 2, at least 3, at least 4, at least 5, at least 6, at least 7, at least 8, at least 9, at least 10, at least 11, at least 12, at least 13, at least 14, at least 15, at least 16, at least 17, at least 18, at least 19, at least 20, at least 21, at least 22, at least 23, at least 24, at least 25, at least 26, at least 27, at least 28, at least 29, or at least 30 of the isolated polynucleotides.


121. The composition of paragraph 120, wherein the composition comprises between about 2 and about 20 polynucleotides.


122. The composition of any one of paragraphs 119-121, wherein the composition further comprises at least 1, at least 2, at least 3, at least 4, at least 5, at least 6, at least 7, at least 8, at least 9, at least 10, at least 11, at least 12, at least 13, at least 14, at least 15, at least 16, at least 17, at least 18, at least 19, at least 20, at least 21, at least 22, at least 23, at least 24, at least 25, at least 26, at least 27, at least 28, at least 29, or at least 30 additional neoantigenic polynucleotides encoding for additional neoantigenic peptides.


123. The composition of paragraph 122, wherein the composition comprises between about 4 and about 20 additional neoantigenic polynucleotides.


124. The composition of paragraph 122, wherein the isolated polynucleotides and the additional neoantigenic polynucleotides are linked.


125. The composition of paragraph 124, wherein the polynucleotides are linked using nucleic acids that encode a poly-glycine or poly-serine linker.


126. The composition of any of paragraphs 122-125, wherein at least one of the additional neoantigenic peptide is specific for an individual patient's tumor.


127. The composition of paragraph 126, wherein the patient specific neoantigenic peptide is selected by identifying sequence differences between the genome, exome, and/or transcriptome of the patient's tumor sample and the genome, exome, and/or transcriptome of a non-tumor sample.


128. The composition of paragraph 127, wherein the samples are fresh or formalin-fixed paraffin embedded tumor tissues, freshly isolated cells, or circulating tumor cells.


129. The composition of paragraphs 127 or 128, wherein the sequence differences are determined by Next Generation Sequencing.


130. A T cell receptor (TCR) capable of binding at least one neoantigenic peptide listed in any of paragraphs 1-27, optionally a neoantigenic peptide comprising FGFR3 S249C, ERBB3 V104M, EGFR L858R, MUC4 H4205Q, PDGFRA R483fs, TMEM52 23_26LLPL>L, or PODXL 28_30PSP>P.


131. The TCR of paragraph 130, which is capable of binding the isolated neoantigenic peptide in the context of MHC class I or class II.


132. A chimeric antigen receptor comprising: (i) a T cell activation molecule; (ii) a transmembrane region; and (iii) an antigen recognition moiety capable of binding an isolated neoantigenic peptide of any one of paragraphs 1-27.


133. The chimeric antigen receptor of paragraph 132, wherein CD3-zeta is the T cell activation molecule.


134. The chimeric antigen receptor of paragraph 132 or 133, further comprising at least one costimulatory signaling domain.


135. The chimeric antigen receptor of any of paragraphs 132-134, wherein the signaling domain is CD28, 4-1BB, ICOS, OX40, ITAM, or Fc epsilon RI-gamma.


136. The chimeric antigen receptor of any of paragraphs 132-135, wherein the antigen recognition moiety is capable of binding the isolated neoantigenic peptide in the context of MHC class I or class II.


137. The chimeric antigen receptor of any of paragraphs 132-136, comprising the CD3-zeta, CD28, CTLA-4, ICOS, BTLA, KIR, LAG3, CD137, OX40, CD27, CD40L, Tim-3, A2aR, or PD-1 transmembrane region.


138. The chimeric antigen receptor of any of paragraphs 132-137, wherein the tumor-specific epitope is located in the extracellular domain of a tumor associated polypeptide, optionally the tumor-specific epitope comprises FGFR3 S249C, ERBB3 V104M, EGFR L858R, MUC4 H4205Q, PDGFRA R483fs, TMEM52 23_26LLPL>L, or PODXL 28_30PSP>P.


139. A T cell comprising the T cell receptor or chimeric antigen receptor of any of paragraphs 130-138.


140. The T cell of paragraph 139, which is a helper or cytotoxic T cell.


141. A nucleic acid comprising a promoter operably linked to a polynucleotide encoding the T cell receptor of paragraph 130 or 131.


142. The nucleic acid of paragraph 141, wherein the TCR is capable of binding the at least one neoantigenic peptide in the context of major histocompatibility complex (MHC) class I or class II.


143. A nucleic acid comprising a promoter operably linked to a polynucleotide encoding the chimeric antigen receptor of any of paragraphs 132-138.


144. The nucleic acid of paragraph 143, wherein the antigen recognition moiety is capable of binding the at least one neoantigenic peptide in the context of major histocompatibility complex (MHC) class I or class II.


145. The nucleic acid of paragraphs 143 or 144, wherein the tumor-specific epitope is located in the extracellular domain of a tumor associated polypeptide.


146. The nucleic acid of any of paragraphs 143-145, comprising the CD3-zeta, CD28, CTLA-4, ICOS, BTLA, KIR, LAG3, CD137, OX40, CD27, CD40L, Tim-3, A2aR, or PD-1 transmembrane region.


147. An antibody capable of binding at least one neoantigenic peptide listed in Tables 1-9.


148. A modified cell transfected or transduced with the nucleic acid of any one of paragraphs 141-146.


149. The modified cell of paragraph 148, wherein the modified cell is a T cell, tumor infiltrating lymphocyte, NK-T cell, TCR-expressing cell, CD4+ T cell, CD8+ T cell, or NK cell.


150. A composition comprising the T cell receptor or chimeric antigen receptor of any of paragraphs 130-138.


151. A composition comprising autologous patient T cells containing the T cell receptor or chimeric antigen receptor of any of paragraphs 130-138.


152. The composition of paragraph 150 or 151, further comprising an immune checkpoint inhibitor.


153. The composition of paragraph 150 of 151, further comprising at least two immune checkpoint inhibitors.


154. The composition of paragraph 152 or 153, wherein the immune checkpoint inhibitor inhibits a checkpoint protein selected from the group consisting of CTLA-4, PDL1, PDL2, PD1, B7-H3, B7-H4, BTLA, HVEM, TIM3, GAL9, LAG3, VISTA, KIR, 2B4, CD160, CGEN-15049, CHK 1, CHK2, A2aR, and B-7 family ligands or a combination thereof.


155. The composition of paragraph 154, wherein the immune checkpoint inhibitor interacts with a ligand of a checkpoint protein selected from the group consisting of CTLA-4, PDL1, PDL2, PD1, B7-H3, B7-H4, BTLA, HVEM, TIM3, GAL9, LAG3, VISTA, KIR, 2B4, CD160, CGEN-15049, CHK 1, CHK2, A2aR, and B-7 family ligands or a combination thereof.


156. The composition of any of paragraphs 119-129 or 150-156, further comprising an immune modulator or adjuvant.


157. The composition of paragraph 156, wherein the immune modulator is a co-stimulatory ligand, a TNF ligand, an Ig superfamily ligand, CD28, CD80, CD86, ICOS, CD40L, OX40, CD27, GITR, CD30, DR3, CD69, or 4-1BB.


158. The composition of paragraph 156, wherein the immune modulator is at least one cancer cell or cancer cell extract.


159. The composition of paragraph 158, wherein the cancer cell is autologous to the subject in need of the composition.


160. The composition of paragraph 159, wherein the cancer cell has undergone lysis or been exposed to UV radiation.


161. The composition of paragraph 156, wherein the composition further comprises an adjuvant.


162. The composition of paragraph 161, wherein the adjuvant is selected from the group consisting of: Poly(I:C), Poly-ICLC, STING agonist, 1018 ISS, aluminium salts, Amplivax, AS15, BCG, CP-870,893, CpG7909, CyaA, dSLIM, GM-CSF, IC30, IC31, Imiquimod, ImuFact IMP321, IS Patch, ISS, ISCOMATRIX, Juvlmmune, LipoVac, MF59, monophosphoryl lipid A, Montanide IMS 1312 VG, Montanide ISA 206 VG, Montanide ISA 50 V2, Montanide ISA 51 VG, OK-432, OM-174, OM-197-MP-EC, ISA-TLR2 agonist, ONTAK, PepTel®. vector system, PLG microparticles, resiquimod, SRL172, virosomes and other virus-like particles, YF-17D, VEGF trap, R848, beta-glucan, Pam3Cys, Pam3CSK4, acrylic or methacrylic polymers, copolymers of maleic anhydride, and QS21 stimulon.


163. The composition of paragraph 161 or 162, wherein the adjuvant induces a humoral immune response when administered to a subject.


164. The composition of paragraph 162, wherein the adjuvant induces a T helper cell type I response when administered to a subject.


165. An in vivo delivery system comprising the pharmaceutical composition of any of paragraphs 30-103.


166. The delivery system of paragraph 165, wherein the delivery system includes cell-penetrating peptides, nanoparticulate encapsulation, virus like particles, or liposomes.


167. The delivery system of paragraph 166, wherein the cell-penetrating peptide is TAT peptide, herpes simplex virus VP22, transportan, or Antp.


168. A cell comprising the isolated neoantigenic peptide of any of paragraphs 1-29.


169. The cell of paragraph 168, which is an antigen presenting cell.


170. The cell of paragraph 169, which is a dendritic cell.


171. A method of treating cancer or initiating, enhancing, or prolonging an anti-tumor responses in a subject in need thereof comprising administering to the subject the peptide, polynucleotide, vector, composition, antibody, or cells of any of paragraphs 1-164.


172. A method of prophylactic cancer treatment comprising:

    • (a) selecting a cancer drug for a patient in need thereof, the drug selected from the group consisting of ibrutinib, erlotinib, imatinib, gefitinib, crizotinib, trastuzumab, vemurafenib, RAF/MEK inhibitors, and antiestrogen therapy, and
    • (b) administering prophylactically to the subject, a pharmaceutical composition according to any of paragraphs 30-103 wherein the at least one neoantigenic peptide is derived from drug resistant mutations associated with the selected cancer drug.


173. A method of treating or preventing a tumor in a population of subjects in need thereof, comprising administering to a subject an agent comprising an extracellular ligand-binding domain recognizing a tumor-specific neoepitope comprising a tumor-specific mutation having an incidence of at least 1% of subjects in the population.


174. The method according to any of paragraphs 171-173, wherein the tumor-specific mutation comprises a mutation listed for any population in Table 9.


175. The method according to any of paragraphs 171-173, wherein the tumor-specific mutation is within a gene containing an extracellular domain.


176. The method according to paragraph 175, wherein the tumor-specific mutation comprises FGFR3 S249C, ERBB3 V104M, EGFR L858R, MUC4 H4205Q, PDGFRA R483fs, TMEM52 23_26LLPL>L, or PODXL 28_30PSP>P.


177. The method according to paragraph 176, wherein the tumor-specific mutation is within the extracellular domain.


178. The method according to paragraph 177, wherein the tumor-specific mutation comprises FGFR3 S249C or ERBB3 V104M.


179. The method of any of paragraph 171-178, wherein the subject is a human.


180. The method of paragraph 179, wherein the subject has cancer.


181. The method of paragraph 180, wherein the cancer is selected from the group consisting of urogenital, gynecological, lung, gastrointestinal, head and neck cancer, malignant glioblastoma, malignant mesothelioma, non-metastatic or metastatic breast cancer, malignant melanoma, Merkel Cell Carcinoma or bone and soft tissue sarcomas, haematologic neoplasias, multiple myeloma, acute myelogenous leukemia, chronic myelogenous leukemia, myelodysplastic syndrome and acute lymphoblastic leukemia, non-small cell lung cancer (NSCLC), breast cancer, metastatic colorectal cancers, hormone sensitive or hormone refractory prostate cancer, colorectal cancer, ovarian cancer, hepatocellular cancer, renal cell cancer, pancreatic cancer, gastric cancer, oesophageal cancers, hepatocellular cancers, cholangiocellular cancers, head and neck squamous cell cancer soft tissue sarcoma, and small cell lung cancer.


182. The method of any of paragraphs 171-181, wherein the subject has undergone surgical removal of the tumor.


183. The method of any of paragraphs 171-182, wherein the peptide, polynucleotide, vector, composition, or cells is administered via intravenous, intraperitoneal, intratumoral, intradermal, or subcutaneous administration.


184. The method of paragraph 183, wherein the peptide, polynucleotide, vector, composition, or cells is administered into an anatomic site that drains into a lymph node basin.


185. The method of paragraph 184, wherein administration is into multiple lymph node basins.


186. The method of any one of paragraphs 183-185, wherein administration is by a subcutaneous or intradermal route.


187. The method of paragraph 183, wherein peptide is administered.


188. The method of paragraph 187, wherein administration is intratumorally.


189. The method of paragraph 183, wherein polynucleotide, optionally RNA, is administered.


190. The method of paragraph 189, wherein the polynucleotide is administered intravenously.


191. The method of paragraph 183, wherein the cell is a T cell or dendritic cell.


192. The method of paragraph 191, wherein the peptide or polynucleotide comprises an antigen presenting cell targeting moiety.


193. The method of any of paragraphs 171-192, further comprising administering at least one immune checkpoint inhibitor to the subject.


194. The method of paragraph 193, wherein the checkpoint inhibitor is a biologic therapeutic or a small molecule.


195. The method of paragraph 193 or 194, wherein the checkpoint inhibitor is selected from the group consisting of a monoclonal antibody, a humanized antibody, a fully human antibody and a fusion protein or a combination thereof.


196. The method of any of paragraphs 193-195, wherein the checkpoint inhibitor inhibits a checkpoint protein selected from the group consisting of CTLA-4, PDL1, PDL2, PD1, B7-H3, B7-H4, BTLA, HVEM, TIM3, GAL9, LAG3, VISTA, KIR, 2B4, CD160, CGEN-15049, CHK 1, CHK2, A2aR, and B-7 family ligands or a combination thereof.


197. The method of any of paragraphs 193-196, wherein the checkpoint inhibitor interacts with a ligand of a checkpoint protein selected from the group consisting of CTLA-4, PDL1, PDL2, PD1, B7-H3, B7-H4, BTLA, HVEM, TIM3, GAL9, LAG3, VISTA, KIR, 2B4, CD160, CGEN-15049, CHK 1, CHK2, A2aR, and B-7 family ligands or a combination thereof.


198. The method of any of paragraphs 193-197, wherein two or more checkpoint inhibitors are administered.


199. The method of paragraph 198, wherein the checkpoint inhibitors are: (i) ipilimumab or tremelimumab, and (ii) nivolumab.


200. The method of any of paragraphs 193-199, wherein the checkpoint inhibitor and the composition are administered simultaneously or sequentially in any order.


201. The method of paragraph 200, wherein the peptide, polynucleotide, vector, composition, or cells is administered prior to the checkpoint inhibitor.


202. The method of paragraph 200, wherein the peptide, polynucleotide, vector, composition, or cells is administered after the checkpoint inhibitor.


203. The method of paragraph 200, wherein administration of the checkpoint inhibitor is continued throughout neoantigen peptide, polynucleotide, vector, composition, or cell therapy.


204. The method of any of paragraphs 193-203, wherein the neoantigen peptide, polynucleotide, vector, composition, or cell therapy is administered to subjects that only partially respond or do not respond to checkpoint inhibitor therapy.


205. The method of any one of paragraphs 193-204, wherein the checkpoint inhibitor is administered intravenously or subcutaneously.


206. The method of paragraph 205, wherein the checkpoint inhibitor is administered subcutaneously within about 2 cm of the site of administration of the composition.


207. The method of paragraph 206, wherein the composition is administered into the same draining lymph node as the checkpoint inhibitor.


208. The method of any of paragraphs 171-207, further comprising administering an additional therapeutic agent to the subject either prior to, simultaneously with, or after treatment with the peptide, polynucleotide, vector, composition, or cells.


209. The method of paragraph 208, wherein the additional agent is a chemotherapeutic agent, an immunomodulatory drug, an immune metabolism modifying drug, a targeted therapy, radiation an anti-angiogenesis agent, or an agent that reduces immune-suppression.


210. The method of paragraph 209, wherein the chemotherapeutic agent is an alkylating agent, a topoisomerase inhibitor, an anti-metabolite, or an anti-mitotic agent.


211. The method of paragraph 208, wherein the additional agent is an anti-glucocorticoid induced tumor necrosis factor family receptor (GITR) agonistic antibody or antibody fragment, ibrutinib, docetaxeol, cisplatin, or cyclophosphamide.


212. The method of any of paragraphs 171-211, which elicits a CD4+ T cell immune response.


213. The method of any of paragraphs 171-212, which elicits a CD4+ T cell immune response and a CD8+ T cell immune response.


214. A method for stimulating an immune response in a subject, comprising administering an effective amount of modified cells or composition of any of paragraphs 30-103, 108, 115-129, 139, 140, 148-164, and 168-170.


215. The method of paragraph 214, wherein the immune response is cytotoxic and/or humoral immune response.


216. The method of paragraph 214, wherein the method stimulates a T cell-mediated immune response in a subject.


217. The method of paragraph 216, wherein the T cell-mediated immune response is directed against a target cell.


218. The method of paragraph 217, wherein the target cell is a tumor cell.


219. The method of any of paragraphs 214-218, wherein the modified cells are transfected or transduced in vivo.


220. The method of any of paragraphs 214-219, wherein the modified cells are transfected or transduced ex vivo.


221. The method of any of paragraphs 214-220, wherein the modified cells are autologous patient T cells.


222. The method of paragraph 221, wherein the autologous patient T cells are obtained from a patient that has received a neoantigen peptide or nucleic acid vaccine.


223. The method of paragraph 222, wherein the neoantigen peptide or nucleic acid vaccine comprises at least one personalized neoantigen.


224. The method of paragraph 223, wherein the neoantigen peptide or nucleic acid vaccine comprises at least one additional neoantigenic peptide listed in Tables 1-9.


225. The method of paragraph 224, wherein the patient received a chemotherapeutic agent, an immunomodulatory drug, an immune metabolism modifying drug, targeted therapy or radiation prior to and/or during receipt of the neoantigen peptide or nucleic acid vaccine.


226. The method of any of paragraphs 222-225, wherein the patient receives treatment with at least one checkpoint inhibitor.


227. The method of any of paragraphs 222-226, wherein the autologous T cells are obtained from a patient that has already received at least one round of T cell therapy containing a neoantigen.


228. The method of any of paragraphs 222-227, wherein the method further comprises adoptive T cell therapy.


229. The method of paragraph 228, wherein the adoptive T cell therapy comprises autologous T-cells.


230. The method of paragraph 229, wherein the autologous T-cells are targeted against tumor antigens.


231. The method of paragraph 228 or 229 wherein the adoptive T cell therapy further comprises allogenic T-cells.


232. The method of paragraph 231, wherein the allogenic T-cells are targeted against tumor antigens.


233. The method of any of paragraphs 227-231, wherein the adoptive T cell therapy is administered before the checkpoint inhibitor.


234. A method for evaluating the efficacy of any of paragraphs 171-213, comprising: (i) measuring the number or concentration of target cells in a first sample obtained from the subject before administering the modified cell, (ii) measuring the number concentration of target cells in a second sample obtained from the subject after administration of the modified cell, and (iii) determining an increase or decrease of the number or concentration of target cells in the second sample compared to the number or concentration of target cells in the first sample.


235. The method of paragraph 234, wherein treatment efficacy is determined by monitoring a clinical outcome; an increase, enhancement or prolongation of anti-tumor activity by T cells; an increase in the number of anti-tumor T cells or activated T cells as compared with the number prior to treatment; B cell activity; CD4 T cell activity; or a combination thereof.


236. The method of paragraph 235, wherein treatment efficacy is determined by monitoring a biomarker.


237. The method of paragraph 236, wherein the biomarker is selected from the group consisting of CEA, Her-2/neu, bladder tumor antigen, thyroglobulin, alpha-fetoprotein, PSA, CA 125, CA19.9, CA 15.3, leptin, prolactin, osteopontin, IGF-II, CD98, fascin, sPIgR, 14-3-3 eta, troponin I, and b-type natriuretic peptide.


238. The method of paragraph 235, wherein clinical outcome is selected from the group consisting of tumor regression; tumor shrinkage; tumor necrosis; anti-tumor response by the immune system; tumor expansion, recurrence or spread; or a combination thereof.


239. The method of paragraph 235, wherein the treatment effect is predicted by presence of T cells or by presence of a gene signature indicating T cell inflammation or a combination thereof.


240. A kit comprising a neoantigen therapeutic of any of paragraphs 1-164.


Accordingly, it is an object of the invention not to encompass within the invention any previously known product, process of making the product, or method of using the product such that Applicants reserve the right and hereby disclose a disclaimer of any previously known product, process, or method. It is further noted that the invention does not intend to encompass within the scope of the invention any product, process, or making of the product or method of using the product, which does not meet the written description and enablement requirements of the USPTO (35 U.S.C. § 112, first paragraph) or the EPO (Article 83 of the EPC), such that Applicants reserve the right and hereby disclose a disclaimer of any previously described product, process of making the product, or method of using the product. It may be advantageous in the practice of the invention to be in compliance with Art. 53(c) EPC and Rule 28(b) and (c) EPC. All rights to explicitly disclaim any embodiments that are the subject of any granted patent(s) of applicant in the lineage of this application or in any other lineage or in any prior filed application of any third party is explicitly reserved Nothing herein is to be construed as a promise.


It is noted that in this disclosure and particularly in the claims and/or paragraphs, terms such as “comprises”, “comprised”, “comprising” and the like can have the meaning attributed to it in U.S. Patent law; e.g., they can mean “includes”, “included”, “including”, and the like; and that terms such as “consisting essentially of” and “consists essentially of” have the meaning ascribed to them in U.S. Patent law, e.g., they allow for elements not explicitly recited, but exclude elements that are found in the prior art or that affect a basic or novel characteristic of the invention. Nothing herein is intended as a promise.


These and other embodiments are disclosed or are obvious from and encompassed by, the following Detailed Description.







DETAILED DESCRIPTION OF THE INVENTION

To facilitate an understanding of the present invention, a number of terms and phrases are defined herein:


Unless specifically stated or obvious from context, as used herein, the term “about” is understood as within a range of normal tolerance in the art, for example within 2 standard deviations of the mean. About can be understood as within 50%, 45%, 40%, 35%, 30%, 25%, 20%, 15%, 10%, 9%, 8%, 7%, 6%, 5%, 4%, 3%, 2%, 1%, 0.5%, 0.1%, 0.05%, or 0.01% of the stated value. Unless otherwise clear from context, all numerical values provided herein are modified by the term about.


Unless specifically stated or obvious from context, as used herein, the term “or” is understood to be inclusive. Unless specifically stated or obvious from context, as used herein, the terms “a,” “an,” and “the” are understood to be singular or plural.


All gene name symbols refer to the gene as commonly known in the art. Gene symbols may be those referred to by the HUGO Gene Nomenclature Committee (HGNC). Any reference to the gene symbol is a reference made to the entire gene or variants of the gene. The HUGO Gene Nomenclature Committee is responsible for providing human gene naming guidelines and approving new, unique human gene names and symbols. All human gene names and symbols can be searched at www.genenames.org, the HGNC website, and the guidelines for their formation are available there (www.genenames.org/guidelines).


By “agent” is meant any small molecule chemical compound, antibody, nucleic acid molecule, or polypeptide, or fragments thereof.


By “ameliorate” is meant decrease, suppress, attenuate, diminish, arrest, or stabilize the development or progression of a disease (e.g., a neoplasia, tumor, etc.).


By “alteration” is meant a change (increase or decrease) in the expression levels or activity of a gene or polypeptide as detected by standard art known methods such as those described herein. As used herein, an alteration includes a 10% change in expression levels, preferably a 25% change, more preferably a 40% change, and most preferably a 50% or greater change in expression levels.


By “analog” is meant a molecule that is not identical, but has analogous functional or structural features. For example, a tumor specific neo-antigen polypeptide analog retains the biological activity of a corresponding naturally-occurring tumor specific neo-antigen polypeptide, while having certain biochemical modifications that enhance the analog's function relative to a naturally-occurring polypeptide. Such biochemical modifications could increase the analog's protease resistance, membrane permeability, or half-life, without altering, for example, ligand binding. An analog may include an unnatural amino acid.


“Combination therapy” is intended to embrace administration of therapeutic agents (e.g. neoantigenic peptides described herein) in a sequential manner, that is, wherein each therapeutic agent is administered at a different time, as well as administration of these therapeutic agents, or at least two of the therapeutic agents, in a substantially simultaneous manner. Substantially simultaneous administration can be accomplished, for example, by administering to the subject a single capsule having a fixed ratio of each therapeutic agent or in multiple, single capsules for each of the therapeutic agents. For example, one combination of the present invention may comprise a pooled sample of neoantigenic peptides administered at the same or different times, or they can be formulated as a single, co-formulated pharmaceutical composition comprising the peptides. As another example, a combination of the present invention (e.g., a pooled sample of tumor specific neoantigens) may be formulated as separate pharmaceutical compositions that can be administered at the same or different time. As used herein, the term “simultaneously” is meant to refer to administration of one or more agents at the same time. For example, in certain embodiments, the neoantigenic peptides are administered simultaneously. Simultaneously includes administration contemporaneously, that is during the same period of time. In certain embodiments, the one or more agents are administered simultaneously in the same hour, or simultaneously in the same day. Sequential or substantially simultaneous administration of each therapeutic agent can be effected by any appropriate route including, but not limited to, oral routes, intravenous routes, sub-cutaneous routes, intramuscular routes, direct absorption through mucous membrane tissues (e.g., nasal, mouth, vaginal, and rectal), and ocular routes (e.g., intravitreal, intraocular, etc.). The therapeutic agents can be administered by the same route or by different routes. For example, one component of a particular combination may be administered by intravenous injection while the other component(s) of the combination may be administered orally. The components may be administered in any therapeutically effective sequence. The phrase “combination” embraces groups of compounds or non-drug therapies useful as part of a combination therapy.


The term “neoantigen” or “neoantigenic” means a class of tumor antigens that arises from a tumor-specific mutation(s) which alters the amino acid sequence of genome encoded proteins.


By “neoplasia” is meant any disease that is caused by or results in inappropriately high levels of cell division, inappropriately low levels of apoptosis, or both. For example, cancer is an example of a neoplasia. Examples of cancers include, without limitation, leukemia (e.g., acute leukemia, acute lymphocytic leukemia, acute myelocytic leukemia, acute myeloblastic leukemia, acute promyelocytic leukemia, acute myelomonocytic leukemia, acute monocytic leukemia, acute erythroleukemia, chronic leukemia, chronic myelocytic leukemia, chronic lymphocytic leukemia), polycythemia vera, lymphoma (e.g., Hodgkin's disease, non-Hodgkin's disease), Waldenstrom's macroglobulinemia, heavy chain disease, and solid tumors such as sarcomas and carcinomas (e.g., fibrosarcoma, myxosarcoma, liposarcoma, chondrosarcoma, osteogenic sarcoma, chordoma, angiosarcoma, endotheliosarcoma, lymphangiosarcoma, lymphangioendotheliosarcoma, synovioma, mesothelioma, Ewing's tumor, leiomyosarcoma, rhabdomyosarcoma, colon carcinoma, pancreatic cancer, breast cancer, ovarian cancer, prostate cancer, squamous cell carcinoma, basal cell carcinoma, adenocarcinoma, sweat gland carcinoma, sebaceous gland carcinoma, papillary carcinoma, papillary adenocarcinomas, cystadenocarcinoma, medullary carcinoma, bronchogenic carcinoma, renal cell carcinoma, hepatoma, nile duct carcinoma, choriocarcinoma, seminoma, embryonal carcinoma, Wilm's tumor, cervical cancer, uterine cancer, testicular cancer, lung carcinoma, small cell lung carcinoma, bladder carcinoma, epithelial carcinoma, glioma, astrocytoma, medulloblastoma, craniopharyngioma, ependymoma, pinealoma, hemangioblastoma, acoustic neuroma, oligodenroglioma, schwannoma, meningioma, melanoma, neuroblastoma, and retinoblastoma). Lymphoproliferative disorders are also considered to be proliferative diseases.


The term “vaccine” is meant to refer in the present context to a pooled sample of tumor-specific neoantigenic peptides, for example at least two, at least three, at least four, at least five, or more neoantigenic peptides. A “vaccine” is to be understood as meaning a composition for generating immunity for the prophylaxis and/or treatment of diseases (e.g., neoplasia/tumor). Accordingly, vaccines are medicaments which comprise antigens and are intended to be used in humans or animals for generating specific defense and protective substance by vaccination. A “vaccine composition” can include a pharmaceutically acceptable excipient, carrier or diluent.


The term “pharmaceutically acceptable” refers to approved or approvable by a regulatory agency of the Federal or a state government or listed in the U.S. Pharmacopeia or other generally recognized pharmacopeia for use in animals, including humans.


A “pharmaceutically acceptable excipient, carrier or diluent” refers to an excipient, carrier or diluent that can be administered to a subject, together with an agent, and which does not destroy the pharmacological activity thereof and is nontoxic when administered in doses sufficient to deliver a therapeutic amount of the agent.


A “pharmaceutically acceptable salt” of pooled tumor specific neoantigens as recited herein may be an acid or base salt that is generally considered in the art to be suitable for use in contact with the tissues of human beings or animals without excessive toxicity, irritation, allergic response, or other problem or complication. Such salts include mineral and organic acid salts of basic residues such as amines, as well as alkali or organic salts of acidic residues such as carboxylic acids. Specific pharmaceutical salts include, but are not limited to, salts of acids such as hydrochloric, phosphoric, hydrobromic, malic, glycolic, fumaric, sulfuric, sulfamic, sulfanilic, formic, toluenesulfonic, methanesulfonic, benzene sulfonic, ethane disulfonic, 2-hydroxyethylsulfonic, nitric, benzoic, 2-acetoxybenzoic, citric, tartaric, lactic, stearic, salicylic, glutamic, ascorbic, pamoic, succinic, fumaric, maleic, propionic, hydroxymaleic, hydroiodic, phenylacetic, alkanoic such as acetic, HOOC—(CH2)n-COOH where n is 0-4, and the like. Similarly, pharmaceutically acceptable cations include, but are not limited to sodium, potassium, calcium, aluminum, lithium and ammonium. Those of ordinary skill in the art will recognize from this disclosure and the knowledge in the art that further pharmaceutically acceptable salts for the pooled tumor specific neoantigens provided herein, including those listed by Remington's Pharmaceutical Sciences, 17th ed., Mack Publishing Company, Easton, Pa., p. 1418 (1985). In general, a pharmaceutically acceptable acid or base salt can be synthesized from a parent compound that contains a basic or acidic moiety by any conventional chemical method. Briefly, such salts can be prepared by reacting the free acid or base forms of these compounds with a stoichiometric amount of the appropriate base or acid in an appropriate solvent.


By a “polypeptide” or “peptide” is meant a polypeptide that has been separated from components that naturally accompany it. Typically, the polypeptide is isolated when it is at least 60%, by weight, free from the proteins and naturally-occurring organic molecules with which it is naturally associated. Preferably, the preparation is at least 75%, more preferably at least 90%, and most preferably at least 99%, by weight, a polypeptide. An isolated polypeptide may be obtained, for example, by extraction from a natural source, by expression of a recombinant nucleic acid encoding such a polypeptide; or by chemically synthesizing the protein. Purity can be measured by any appropriate method, for example, column chromatography, polyacrylamide gel electrophoresis, or by HPLC analysis.


As used herein, the terms “prevent,” “preventing,” “prevention,” “prophylactic treatment,” and the like, refer to reducing the probability of developing a disease or condition in a subject, who does not have, but is at risk of or susceptible to developing a disease or condition.


The term “prime/boost” or “prime/boost dosing regimen” is meant to refer to the successive administrations of a vaccine or immunogenic or immunological compositions. The priming administration (priming) is the administration of a first vaccine or immunogenic or immunological composition type and may comprise one, two or more administrations. The boost administration is the second administration of a vaccine or immunogenic or immunological composition type and may comprise one, two or more administrations, and, for instance, may comprise or consist essentially of annual administrations. In certain embodiments, administration of the neoplasia vaccine or immunogenic composition is in a prime/boost dosing regimen.


Ranges provided herein are understood to be shorthand for all of the values within the range. For example, a range of 1 to 50 is understood to include any number, combination of numbers, or sub-range from the group consisting of 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 35, 36, 37, 38, 39, 40, 41, 42, 43, 44, 45, 46, 47, 48, 49, or 50, as well as all intervening decimal values between the aforementioned integers such as, for example, 1.1, 1.2, 1.3, 1.4, 1.5, 1.6, 1.7, 1.8, and 1.9. With respect to sub-ranges, “nested sub-ranges” that extend from either end point of the range are specifically contemplated. For example, a nested sub-range of an exemplary range of 1 to 50 may comprise 1 to 10, 1 to 20, 1 to 30, and 1 to 40 in one direction, or 50 to 40, 50 to 30, 50 to 20, and 50 to 10 in the other direction.


A “receptor” is to be understood as meaning a biological molecule or a molecule grouping capable of binding a ligand. A receptor may serve, to transmit information in a cell, a cell formation or an organism. The receptor comprises at least one receptor unit and frequently contains two or more receptor units, where each receptor unit may consist of a protein molecule, in particular a glycoprotein molecule. The receptor has a structure that complements the structure of a ligand and may complex the ligand as a binding partner. Signaling information may be transmitted by conformational changes of the receptor following binding with the ligand on the surface of a cell. According to the invention, a receptor may refer to particular proteins of MHC classes I and II capable of forming a receptor/ligand complex with a ligand, in particular a peptide or peptide fragment of suitable length.


The term “subject” refers to an animal which is the object of treatment, observation, or experiment. By way of example only, a subject includes, but is not limited to, a mammal, including, but not limited to, a human or a non-human mammal, such as a non-human primate, bovine, equine, canine, ovine, or feline.


The terms “treat,” “treated,” “treating,” “treatment,” and the like are meant to refer to reducing or ameliorating a disorder and/or symptoms associated therewith (e.g., a neoplasia or tumor). “Treating” may refer to administration of the therapy to a subject after the onset, or suspected onset, of a cancer. “Treating” includes the concepts of “alleviating”, which refers to lessening the frequency of occurrence or recurrence, or the severity, of any symptoms or other ill effects related to a cancer and/or the side effects associated with cancer therapy. The term “treating” also encompasses the concept of “managing” which refers to reducing the severity of a particular disease or disorder in a patient or delaying its recurrence, e.g., lengthening the period of remission in a patient who had suffered from the disease. It is appreciated that, although not precluded, treating a disorder or condition does not require that the disorder, condition, or symptoms associated therewith be completely eliminated.


The term “therapeutic effect” refers to some extent of relief of one or more of the symptoms of a disorder (e.g., a neoplasia or tumor) or its associated pathology. “Therapeutically effective amount” as used herein refers to an amount of an agent which is effective, upon single or multiple dose administration to the cell or subject, in prolonging the survivability of the patient with such a disorder, reducing one or more signs or symptoms of the disorder, preventing or delaying, and the like beyond that expected in the absence of such treatment. “Therapeutically effective amount” is intended to qualify the amount required to achieve a therapeutic effect. A physician or veterinarian having ordinary skill in the art can readily determine and prescribe the “therapeutically effective amount” (e.g., ED50) of the pharmaceutical composition required. For example, the physician or veterinarian could start doses of the compounds of the invention employed in a pharmaceutical composition at levels lower than that required in order to achieve the desired therapeutic effect and gradually increase the dosage until the desired effect is achieved.


The terms “spacer” or “linker” as used in reference to a fusion protein refers to a peptide that joins the proteins comprising a fusion protein. Generally, a spacer has no specific biological activity other than to join or to preserve some minimum distance or other spatial relationship between the proteins or RNA sequences. However, in certain embodiments, the constituent amino acids of a spacer may be selected to influence some property of the molecule such as the folding, net charge, or hydrophobicity of the molecule.


Suitable linkers for use in an embodiment of the present invention are well known to those of skill in the art and include, but are not limited to, straight or branched-chain carbon linkers, heterocyclic carbon linkers, or peptide linkers. The linker is used to separate two neoantigenic peptides by a distance sufficient to ensure that, in a preferred embodiment, each neoantigenic peptide properly folds. Preferred peptide linker sequences adopt a flexible extended conformation and do not exhibit a propensity for developing an ordered secondary structure. Typical amino acids in flexible protein regions include Gly, Asn and Ser. Virtually any permutation of amino acid sequences containing Gly, Asn and Ser would be expected to satisfy the above criteria for a linker sequence. Other near neutral amino acids, such as Thr and Ala, also may be used in the linker sequence. Still other amino acid sequences that may be used as linkers are disclosed in Maratea et al. (1985), Gene 40: 39-46; Murphy et al. (1986) Proc. Nat'l. Acad. Sci. USA 83: 8258-62; U.S. Pat. Nos. 4,935,233; and 4,751,180.


The recitation of a listing of chemical groups in any definition of a variable herein includes definitions of that variable as any single group or combination of listed groups. The recitation of an embodiment for a variable or aspect herein includes that embodiment as any single embodiment or in combination with any other embodiments or portions thereof.


Any compositions or methods provided herein can be combined with one or more of any of the other compositions and methods provided herein.


The therapy disclosed herein constitutes a new method for treating various types of cancer. The therapy described herein also provides a method of therapy for achieving clinical benefit without an unacceptable level of side effects.


In one aspect the present invention relates to methods for the treatment of neoplasia, and more particularly tumors, by administering to a subject a vaccine or immunogenic composition comprising a plurality of tumor specific neoantigenic peptides. As described in more detail herein, in some embodiments the composition provides a specific, optimized subset of tumor-specific neoantigens suitable for the treatment of tumors in a high proportion of subjects suffering from cancer. In some embodiments, the tumor specific neoantigens may together bind to a high overall proportion of HLA allotypes present in the subject population.


The immune system can be classified into two functional subsystems: the innate and the acquired immune system. The innate immune system is the first line of defense against infections, and most potential pathogens are rapidly neutralized by this system before they can cause, for example, a noticeable infection. The acquired immune system reacts to molecular structures, referred to as antigens, of the intruding organism. There are two types of acquired immune reactions, which include the humoral immune reaction and the cell-mediated immune reaction. In the humoral immune reaction, antibodies secreted by B cells into bodily fluids bind to pathogen-derived antigens, leading to the elimination of the pathogen through a variety of mechanisms, e.g. complement-mediated lysis. In the cell-mediated immune reaction, T-cells capable of destroying other cells are activated. For example, if proteins associated with a disease are present in a cell, they are fragmented proteolytically to peptides within the cell. Specific cell proteins then attach themselves to the antigen or peptide formed in this manner and transport them to the surface of the cell, where they are presented to the molecular defense mechanisms, in particular T-cells, of the body. Cytotoxic T cells recognize these antigens and kill the cells that harbor the antigens.


The molecules that transport and present peptides on the cell surface are referred to as proteins of the major histocompatibility complex (MHC). MHC proteins are classified into two types, referred to as MHC class I and MHC class II. The structures of the proteins of the two MHC classes are very similar; however, they have very different functions. Proteins of MHC class I are present on the surface of almost all cells of the body, including most tumor cells. MHC class I proteins are loaded with antigens that usually originate from endogenous proteins or from pathogens present inside cells, and are then presented to naïve or cytotoxic T-lymphocytes (CTLs). MHC class II proteins are present on dendritic cells, B-lymphocytes, macrophages and other antigen-presenting cells. They mainly present peptides, which are processed from external antigen sources, i.e. outside of the cells, to T-helper (Th) cells. Most of the peptides bound by the MHC class I proteins originate from cytoplasmic proteins produced in the healthy host cells of an organism itself, and do not normally stimulate an immune reaction. Accordingly, cytotoxic T-lymphocytes that recognize such self-peptide-presenting MHC molecules of class I are deleted in the thymus (central tolerance) or, after their release from the thymus, are deleted or inactivated, i.e. tolerized (peripheral tolerance). MHC molecules are capable of stimulating an immune reaction when they present peptides to non-tolerized T-lymphocytes. Cytotoxic T-lymphocytes have both T-cell receptors (TCR) and CD8 molecules on their surface. T-Cell receptors are capable of recognizing and binding peptides complexed with the molecules of MHC class I. Each cytotoxic T-lymphocyte expresses a unique T-cell receptor which is capable of binding specific MHC/peptide complexes.


The peptide antigens attach themselves to the molecules of MHC class I by competitive affinity binding within the endoplasmic reticulum, before they are presented on the cell surface. Here, the affinity of an individual peptide antigen is directly linked to its amino acid sequence and the presence of specific binding motifs in defined positions within the amino acid sequence. If the sequence of such a peptide is known, it is possible to manipulate the immune system against diseased cells using, for example, peptide vaccines.


One of the critical barriers to developing curative and tumor-specific immunotherapy is the identification and selection of highly specific and restricted tumor antigens to avoid autoimmunity. Tumor neoantigens, which arise as a result of genetic change (e.g., inversions, translocations, deletions, missense mutations, splice site mutations, etc.) within malignant cells, represent the most tumor-specific class of antigens. Neoantigens have rarely been used in cancer vaccine or immunogenic compositions due to technical difficulties in identifying them, selecting optimized neoantigens, and producing neoantigens for use in a vaccine or immunogenic composition. These problems may be addressed by:

    • identifying mutations in neoplasias/tumors which are present at the DNA level in tumor but not in matched germline samples from a high proportion of subjects having cancer;
    • analyzing the identified mutations with one or more peptide-MHC binding prediction algorithms to generate a plurality of neoantigen T cell epitopes that are expressed within the neoplasia/tumor and that bind to a high proportion of patient HLA alleles; and
    • synthesizing the plurality of neoantigenic peptides selected from the sets of all neoantigen peptides and predicted binding peptides for use in a cancer vaccine or immunogenic composition suitable for treating a high proportion of subjects having cancer.


For example, translating sequencing information into a therapeutic vaccine may include:


(1) Prediction of mutated peptides that can bind to HLA molecules of a high proportion of individuals. Efficiently choosing which particular mutations to utilize as immunogen requires the ability to predict which mutated peptides would efficiently bind to a high proportion of patient's HLA alleles. Recently, neural network based learning approaches with validated binding and non-binding peptides have advanced the accuracy of prediction algorithms for the major HLA-A and -B alleles.


(2) Formulating the drug as a multi-epitope vaccine of long peptides. Targeting as many mutated epitopes as practically possible takes advantage of the enormous capacity of the immune system, prevents the opportunity for immunological escape by down-modulation of a particular immune targeted gene product, and compensates for the known inaccuracy of epitope prediction approaches. Synthetic peptides provide a particularly useful means to prepare multiple immunogens efficiently and to rapidly translate identification of mutant epitopes to an effective vaccine. Peptides can be readily synthesized chemically and easily purified utilizing reagents free of contaminating bacteria or animal substances. The small size allows a clear focus on the mutated region of the protein and also reduces irrelevant antigenic competition from other components (unmutated protein or viral vector antigens).


(3) Combination with a strong vaccine adjuvant. Effective vaccines require a strong adjuvant to initiate an immune response. As described below, poly-ICLC, an agonist of TLR3 and the RNA helicase-domains of MDA5 and RIG3, has shown several desirable properties for a vaccine adjuvant. These properties include the induction of local and systemic activation of immune cells in vivo, production of stimulatory chemokines and cytokines, and stimulation of antigen-presentation by DCs. Furthermore, poly-ICLC can induce durable CD4+ and CD8+ responses in humans. Importantly, striking similarities in the upregulation of transcriptional and signal transduction pathways were seen in subjects vaccinated with poly-ICLC and in volunteers who had received the highly effective, replication-competent yellow fever vaccine. Furthermore, >90% of ovarian carcinoma patients immunized with poly-ICLC in combination with a NYES0-1 peptide vaccine (in addition to Montanide) showed induction of CD4+ and CD8+ T cell, as well as antibody responses to the peptide in a recent phase 1 study. At the same time, polylCLC has been extensively tested in more than 25 clinical trials to date and exhibited a relatively benign toxicity profile.


The above-described advantages of the invention are described further herein.


As described herein, there is a large body of evidence in both animals and humans that mutated epitopes are effective in inducing an immune response and that cases of spontaneous tumor regression or long term survival correlate with CD8+ T-cell responses to mutated epitopes (Buckwalter and Srivastava P K. “It is the antigen(s), stupid” and other lessons from over a decade of vaccitherapy of human cancer. Seminars in immunology 20:296-300 (2008); Karanikas et al, High frequency of cytolytic T lymphocytes directed against a tumor-specific mutated antigen detectable with HLA tetramers in the blood of a lung carcinoma patient with long survival. Cancer Res. 61:3718-3724 (2001); Lennerz et al, The response of autologous T cells to a human melanoma is dominated by mutated neoantigens. Proc Natl Acad Sci USA. 102:16013 (2005)) and that “immunoediting” can be tracked to alterations in expression of dominant mutated antigens in mice and man (Matsushita et al, Cancer exome analysis reveals a T-cell-dependent mechanism of cancer immunoediting Nature 482:400 (2012); DuPage et al, Expression of tumor-specific antigens underlies cancer immunoediting Nature 482:405 (2012); and Sampson et al, Immunologic escape after prolonged progression-free survival with epidermal growth factor receptor variant III peptide vaccination in patients with newly diagnosed glioblastoma J Clin Oncol. 28:4722-4729 (2010)).


Sequencing technology has revealed that each tumor contains multiple, patient-specific mutations that alter the protein coding content of a gene. Such mutations create altered proteins, ranging from single amino acid changes (caused by missense mutations) to addition of long regions of novel amino acid sequence due to frame shifts, read-through of termination codons or translation of intron regions (novel open reading frame mutations; neoORFs). These mutated proteins are valuable targets for the host's immune response to the tumor as, unlike native proteins, they are not subject to the immune-dampening effects of self-tolerance. Therefore, mutated proteins are more likely to be immunogenic and are also more specific for the tumor cells compared to normal cells of the patient.


In one embodiment, the neoantigenic peptides in the composition together have affinity to a plurality of MHC molecules, e.g. which together cover a large proportion of the target population. Efficiently choosing which particular mutations to utilize as immunogen requires the ability to predict which mutated peptides would efficiently bind to the HLA alleles present in the patient population. Recently, neural network based learning approaches with validated binding and non-binding peptides have advanced the accuracy of prediction algorithms for the major HLA-A and -B alleles. Utilizing the recently improved algorithms for predicting which missense mutations create strong binding peptides to cognate MHC molecules, a set of peptides representative of optimal mutated epitopes (both neoORF and missense) for the patient population may be identified and prioritized (Zhang et al, Machine learning competition in immunology—Prediction of HLA class I binding peptides J Immunol Methods 374:1 (2011); Lundegaard et al Prediction of epitopes using neural network based methods J Immunol Methods 374:26 (2011)).


Targeting as many mutated epitopes as practically possible takes advantage of the enormous capacity of the immune system, prevents the opportunity for immunological escape by down-modulation of a particular immune targeted gene product, and compensates for the known inaccuracy of epitope prediction approaches. Synthetic peptides provide a particularly useful means to prepare multiple immunogens efficiently and to rapidly translate identification of mutant epitopes to an effective vaccine or immunogenic composition. Peptides can be readily synthesized chemically and easily purified utilizing reagents free of contaminating bacteria or animal substances. The small size allows a clear focus on the mutated region of the protein and also reduces irrelevant antigenic competition from other components (unmutated protein or viral vector antigens).


In one embodiment the drug formulation is a multi-epitope vaccine or immunogenic composition of long peptides. Such “long” peptides undergo efficient internalization, processing and cross-presentation in professional antigen-presenting cells such as dendritic cells, and have been shown to induce CTLs in humans (Melief and van der Burg, Immunotherapy of established (pre) malignant disease by synthetic long peptide vaccines Nature Rev Cancer 8:351 (2008)). In one embodiment at least 2 peptides are prepared for immunization. In some embodiments 20 or more peptides are prepared for immunization. In one embodiment the neoantigenic peptide ranges from about 5 to about 50 amino acids in length. In another embodiment peptides from about 15 to about 35 amino acids in length is synthesized. In preferred embodiment the neoantigenic peptide ranges from about 20 to about 35 amino acids in length.


Production of Tumor Specific Neoantigens


The present invention is based, at least in part, on the ability to present the immune system of the patient with a pool of tumor specific neoantigens. One of skill in the art from this disclosure and the knowledge in the art will appreciate that there are a variety of ways in which to produce such tumor specific neoantigens. In general, such tumor specific neoantigens may be produced either in vitro or in vivo. Tumor specific neoantigens may be produced in vitro as peptides or polypeptides, which may then be formulated into a neoplasia vaccine or immunogenic composition and administered to a subject. As described in further detail herein, such in vitro production may occur by a variety of methods known to one of skill in the art such as, for example, peptide synthesis or expression of a peptide/polypeptide from a DNA or RNA molecule in any of a variety of bacterial, eukaryotic, or viral recombinant expression systems, followed by purification of the expressed peptide/polypeptide. Alternatively, tumor specific neoantigens may be produced in vivo by introducing molecules (e.g., DNA, RNA, viral expression systems, and the like) that encode tumor specific neoantigens into a subject, whereupon the encoded tumor specific neoantigens are expressed. The methods of in vitro and in vivo production of neoantigens is also further described herein as it relates to pharmaceutical compositions and methods of delivery of the therapy.


In certain embodiments the present invention includes modified neoantigenic peptides. As used herein in reference to neoantigenic peptides, the terms “modified”, “modification” and the like refer to one or more changes that enhance a desired property of the neoantigenic peptide, where the change does not alter the primary amino acid sequence of the neoantigenic peptide. “Modification” includes a covalent chemical modification that does not alter the primary amino acid sequence of the neoantigenic peptide itself. Such desired properties include, for example, prolonging the in vivo half-life, increasing the stability, reducing the clearance, altering the immunogenicity or allergenicity, enabling the raising of particular antibodies, cellular targeting, antigen uptake, antigen processing, MHC affinity, MHC stability, or antigen presentation. Changes to a neoantigenic peptide that may be carried out include, but are not limited to, conjugation to a carrier protein, conjugation to a ligand, conjugation to an antibody, PEGylation, polysialylation HESylation, recombinant PEG mimetics, Fc fusion, albumin fusion, nanoparticle attachment, nanoparticulate encapsulation, cholesterol fusion, iron fusion, acylation, amidation, glycosylation, side chain oxidation, phosphorylation, biotinylation, the addition of a surface active material, the addition of amino acid mimetics, or the addition of unnatural amino acids.


The clinical effectiveness of protein therapeutics is often limited by short plasma half-life and susceptibility to protease degradation. Studies of various therapeutic proteins (e.g., filgrastim) have shown that such difficulties may be overcome by various modifications, including conjugating or linking the polypeptide sequence to any of a variety of non-proteinaceous polymers, e.g., polyethylene glycol (PEG), polypropylene glycol, or polyoxyalkylenes (see, for example, typically via a linking moiety covalently bound to both the protein and the nonproteinaceous polymer, e.g., a PEG). Such PEG-conjugated biomolecules have been shown to possess clinically useful properties, including better physical and thermal stability, protection against susceptibility to enzymatic degradation, increased solubility, longer in vivo circulating half-life and decreased clearance, reduced immunogenicity and antigenicity, and reduced toxicity.


PEGs suitable for conjugation to a polypeptide sequence are generally soluble in water at room temperature, and have the general formula R(0-CH2—CH2)nO—R, where R is hydrogen or a protective group such as an alkyl or an alkanol group, and where n is an integer from 1 to 1000. When R is a protective group, it generally has from 1 to 8 carbons. The PEG conjugated to the polypeptide sequence can be linear or branched. Branched PEG derivatives, “star-PEGs” and multi-armed PEGs are contemplated by the present disclosure. A molecular weight of the PEG used in the present disclosure is not restricted to any particular range, but certain embodiments have a molecular weight between 500 and 20,000 while other embodiments have a molecular weight between 4,000 and 10,000.


The present disclosure also contemplates compositions of conjugates wherein the PEGs have different n values and thus the various different PEGs are present in specific ratios. For example, some compositions comprise a mixture of conjugates where n=1, 2, 3 and 4. In some compositions, the percentage of conjugates where n=1 is 18-25%, the percentage of conjugates where n=2 is 50-66%, the percentage of conjugates where n=3 is 12-16%, and the percentage of conjugates where n=4 is up to 5%. Such compositions can be produced by reaction conditions and purification methods know in the art. For example, cation exchange chromatography may be used to separate conjugates, and a fraction is then identified which contains the conjugate having, for example, the desired number of PEGs attached, purified free from unmodified protein sequences and from conjugates having other numbers of PEGs attached.


PEG may be bound to a polypeptide of the present disclosure via a terminal reactive group (a “spacer”). The spacer is, for example, a terminal reactive group which mediates a bond between the free amino or carboxyl groups of one or more of the polypeptide sequences and polyethylene glycol. The PEG having the spacer which may be bound to the free amino group includes N-hydroxysuccinylimide polyethylene glycol which may be prepared by activating succinic acid ester of polyethylene glycol with N-hydroxy succinylimide. Another activated polyethylene glycol which may be bound to a free amino group is 2,4-bis(0-methoxypolyethyleneglycol)-6-chloro-s-triazine which may be prepared by reacting polyethylene glycol monomethyl ether with cyanuric chloride. The activated polyethylene glycol which is bound to the free carboxyl group includes polyoxyethylenediamine.


Conjugation of one or more of the polypeptide sequences of the present disclosure to PEG having a spacer may be carried out by various conventional methods. For example, the conjugation reaction can be carried out in solution at a pH of from 5 to 10, at temperature from 4° C. to room temperature, for 30 minutes to 20 hours, utilizing a molar ratio of reagent to protein of from 4:1 to 30:1. Reaction conditions may be selected to direct the reaction towards producing predominantly a desired degree of substitution. In general, low temperature, low pH (e.g., pH=5), and short reaction time tend to decrease the number of PEGs attached, whereas high temperature, neutral to high pH (e.g., pH>7), and longer reaction time tend to increase the number of PEGs attached. Various means known in the art may be used to terminate the reaction. In some embodiments the reaction is terminated by acidifying the reaction mixture and freezing at, e.g., −20° C.


The present disclosure also contemplates the use of PEG Mimetics. Recombinant PEG mimetics have been developed that retain the attributes of PEG (e.g., enhanced serum half-life) while conferring several additional advantageous properties. By way of example, simple polypeptide chains (comprising, for example, Ala, Glu, Gly, Pro, Ser and Thr) capable of forming an extended conformation similar to PEG can be produced recombinantly already fused to the peptide or protein drug of interest (e.g., Amunix′ XTEN technology; Mountain View, Calif.). This obviates the need for an additional conjugation step during the manufacturing process. Moreover, established molecular biology techniques enable control of the side chain composition of the polypeptide chains, allowing optimization of immunogenicity and manufacturing properties.


For purposes of the present disclosure, “glycosylation” is meant to broadly refer to the enzymatic process that attaches glycans to proteins, lipids or other organic molecules. The use of the term “glycosylation” in conjunction with the present disclosure is generally intended to mean adding or deleting one or more carbohydrate moieties (either by removing the underlying glycosylation site or by deleting the glycosylation by chemical and/or enzymatic means), and/or adding one or more glycosylation sites that may or may not be present in the native sequence. In addition, the phrase includes qualitative changes in the glycosylation of the native proteins involving a change in the nature and proportions of the various carbohydrate moieties present. Glycosylation can dramatically affect the physical properties of proteins and can also be important in protein stability, secretion, and subcellular localization. Proper glycosylation can be essential for biological activity. In fact, some genes from eucaryotic organisms, when expressed in bacteria (e.g., E. coli) which lack cellular processes for glycosylating proteins, yield proteins that are recovered with little or no activity by virtue of their lack of glycosylation.


Addition of glycosylation sites can be accomplished by altering the amino acid sequence. The alteration to the polypeptide may be made, for example, by the addition of, or substitution by, one or more serine or threonine residues (for O-linked glycosylation sites) or asparagine residues (for N-linked glycosylation sites). The structures of N-linked and O-linked oligosaccharides and the sugar residues found in each type may be different. One type of sugar that is commonly found on both is N-acetylneuraminic acid (hereafter referred to as sialic acid). Sialic acid is usually the terminal residue of both N-linked and O-linked oligosaccharides and, by virtue of its negative charge, may confer acidic properties to the glycoprotein. A particular embodiment of the present disclosure comprises the generation and use of N-glycosylation variants.


The polypeptide sequences of the present disclosure may optionally be altered through changes at the DNA level, particularly by mutating the DNA encoding the polypeptide at preselected bases such that codons are generated that will translate into the desired amino acids. Another means of increasing the number of carbohydrate moieties on the polypeptide is by chemical or enzymatic coupling of glycosides to the polypeptide.


Removal of carbohydrates may be accomplished chemically or enzymatically, or by substitution of codons encoding amino acid residues that are glycosylated. Chemical deglycosylation techniques are known, and enzymatic cleavage of carbohydrate moieties on polypeptides can be achieved by the use of a variety of endo- and exo-glycosidases.


Dihydrofolate reductase (DHFR)—deficient Chinese Hamster Ovary (CHO) cells are a commonly used host cell for the production of recombinant glycoproteins. These cells do not express the enzyme beta-galactoside alpha-2,6-sialyltransferase and therefore do not add sialic acid in the alpha-2,6 linkage to N-linked oligosaccharides of glycoproteins produced in these cells.


The present disclosure also contemplates the use of polysialylation, the conjugation of peptides and proteins to the naturally occurring, biodegradable a-(2-8) linked polysialic acid (“PSA”) in order to improve their stability and in vivo pharmacokinetics. PSA is a biodegradable, non-toxic natural polymer that is highly hydrophilic, giving it a high apparent molecular weight in the blood which increases its serum half-life. In addition, polysialylation of a range of peptide and protein therapeutics has led to markedly reduced proteolysis, retention of activity in vivo activity, and reduction in immunogenicity and antigenicity (see, e.g., G. Gregoriadis et al., Int. J. Pharmaceutics 300(1-2): 125-30). As with modifications with other conjugates (e.g., PEG), various techniques for site-specific polysialylation are available (see, e.g., T. Lindhout et al., PNAS 108(18)7397-7402 (2011)).


Additional suitable components and molecules for conjugation include, for example, thyroglobulin; albumins such as human serum albumin (HAS); tetanus toxoid; Diphtheria toxoid; polyamino acids such as poly(D-lysine:D-glutamic acid): VP6 polypeptides of rotaviruses; influenza virus hemaglutinin, influenza virus nucleoprotein; Keyhole Limpet Hemocyanin (KLH); and hepatitis B virus core protein and surface antigen; or any combination of the foregoing.


Fusion of albumin to one or more polypeptides of the present disclosure can, for example, be achieved by genetic manipulation, such that the DNA coding for HSA, or a fragment thereof, is joined to the DNA coding for the one or more polypeptide sequences. Thereafter, a suitable host can be transformed or transfected with the fused nucleotide sequences in the form of, for example, a suitable plasmid, so as to express a fusion polypeptide. The expression may be effected in vitro from, for example, prokaryotic or eukaryotic cells, or in vivo from, for example, a transgenic organism. In some embodiments of the present disclosure, the expression of the fusion protein is performed in mammalian cell lines, for example, CHO cell lines. Transformation is used broadly herein to refer to the genetic alteration of a cell resulting from the direct uptake, incorporation and expression of exogenous genetic material (exogenous DNA) from its surroundings and taken up through the cell membrane(s). Transformation occurs naturally in some species of bacteria, but it can also be effected by artificial means in other cells.


Furthermore, albumin itself may be modified to extend its circulating half-life. Fusion of the modified albumin to one or more Polypeptides can be attained by the genetic manipulation techniques described above or by chemical conjugation; the resulting fusion molecule has a half-life that exceeds that of fusions with non-modified albumin. (See WO2011/051489).


Several albumin-binding strategies have been developed as alternatives for direct fusion, including albumin binding through a conjugated fatty acid chain (acylation). Because serum albumin is a transport protein for fatty acids, these natural ligands with albumin-binding activity have been used for half-life extension of small protein therapeutics. For example, insulin determir (LEVEMIR), an approved product for diabetes, comprises a myristyl chain conjugated to a genetically-modified insulin, resulting in a long-acting insulin analog.


Another type of modification is to conjugate (e.g., link) one or more additional components or molecules at the N- and/or C-terminus of a polypeptide sequence, such as another protein (e.g., a protein having an amino acid sequence heterologous to the subject protein), or a carrier molecule. Thus, an exemplary polypeptide sequence can be provided as a conjugate with another component or molecule.


A conjugate modification may result in a polypeptide sequence that retains activity with an additional or complementary function or activity of the second molecule. For example, a polypeptide sequence may be conjugated to a molecule, e.g., to facilitate solubility, storage, in vivo or shelf half-life or stability, reduction in immunogenicity, delayed or controlled release in vivo, etc. Other functions or activities include a conjugate that reduces toxicity relative to an unconjugated polypeptide sequence, a conjugate that targets a type of cell or organ more efficiently than an unconjugated polypeptide sequence, or a drug to further counter the causes or effects associated with a disorder or disease as set forth herein (e.g., diabetes).


A Polypeptide may also be conjugated to large, slowly metabolized macromolecules such as proteins; polysaccharides, such as sepharose, agarose, cellulose, cellulose beads; polymeric amino acids such as polyglutamic acid, polylysine; amino acid copolymers; inactivated virus particles; inactivated bacterial toxins such as toxoid from diphtheria, tetanus, cholera, leukotoxin molecules; inactivated bacteria; and dendritic cells.


Additional candidate components and molecules for conjugation include those suitable for isolation or purification. Particular non-limiting examples include binding molecules, such as biotin (biotin-avidin specific binding pair), an antibody, a receptor, a ligand, a lectin, or molecules that comprise a solid support, including, for example, plastic or polystyrene beads, plates or beads, magnetic beads, test strips, and membranes.


Purification methods such as cation exchange chromatography may be used to separate conjugates by charge difference, which effectively separates conjugates into their various molecular weights. For example, the cation exchange column can be loaded and then washed with −20 mM sodium acetate, pH −4, and then eluted with a linear (0 M to 0.5 M) NaCl gradient buffered at a pH from about 3 to 5.5, e.g., at pH −4.5. The content of the fractions obtained by cation exchange chromatography may be identified by molecular weight using conventional methods, for example, mass spectroscopy, SDS-PAGE, or other known methods for separating molecular entities by molecular weight.


In certain embodiments, the amino- or carboxyl-terminus of a polypeptide sequence of the present disclosure can be fused with an immunoglobulin Fc region (e.g., human Fc) to form a fusion conjugate (or fusion molecule). Fc fusion conjugates have been shown to increase the systemic half-life of biopharmaceuticals, and thus the biopharmaceutical product may require less frequent administration.


Fc binds to the neonatal Fc receptor (FcRn) in endothelial cells that line the blood vessels, and, upon binding, the Fc fusion molecule is protected from degradation and re-released into the circulation, keeping the molecule in circulation longer. This Fc binding is believed to be the mechanism by which endogenous IgG retains its long plasma half-life. More recent Fc-fusion technology links a single copy of a biopharmaceutical to the Fc region of an antibody to optimize the pharmacokinetic and pharmacodynamic properties of the biopharmaceutical as compared to traditional Fc-fusion conjugates.


The present disclosure contemplates the use of other modifications, currently known or developed in the future, of the Polypeptides to improve one or more properties. One such method for prolonging the circulation half-life, increasing the stability, reducing the clearance, or altering the immunogenicity or allergenicity of a polypeptide of the present disclosure involves modification of the polypeptide sequences by hesylation, which utilizes hydroxyethyl starch derivatives linked to other molecules in order to modify the molecule's characteristics. Various aspects of hesylation are described in, for example, U.S. Patent Appln. Nos. 2007/0134197 and 2006/0258607.


In Vitro Peptide/Polypeptide Synthesis


Proteins or peptides may be made by any technique known to those of skill in the art, including the expression of proteins, polypeptides or peptides through standard molecular biological techniques, the isolation of proteins or peptides from natural sources, in vitro translation, or the chemical synthesis of proteins or peptides. The nucleotide and protein, polypeptide and peptide sequences corresponding to various genes have been previously disclosed, and may be found at computerized databases known to those of ordinary skill in the art. One such database is the National Center for Biotechnology Information's Genbank and GenPept databases located at the National Institutes of Health website. The coding regions for known genes may be amplified and/or expressed using the techniques disclosed herein or as would be known to those of ordinary skill in the art. Alternatively, various commercial preparations of proteins, polypeptides and peptides are known to those of skill in the art.


Peptides can be readily synthesized chemically utilizing reagents that are free of contaminating bacterial or animal substances (Merrifield RB: Solid phase peptide synthesis. I. The synthesis of a tetrapeptide. J. Am. Chem. Soc. 85:2149-54, 1963). In certain embodiments, neoantigenic peptides are prepared by (1) parallel solid-phase synthesis on multi-channel instruments using uniform synthesis and cleavage conditions; (2) purification over a RP-HPLC column with column stripping; and re-washing, but not replacement, between peptides; followed by (3) analysis with a limited set of the most informative assays. The Good Manufacturing Practices (GMP) footprint can be defined around the set of peptides for an individual patient, thus requiring suite changeover procedures only between syntheses of peptides for different patients.


Alternatively, a nucleic acid (e.g., a polynucleotide) encoding a neoantigenic peptide of the invention may be used to produce the neoantigenic peptide in vitro. The polynucleotide may be, e.g., DNA, cDNA, PNA, CNA, RNA, either single- and/or double-stranded, or native or stabilized forms of polynucleotides, such as e.g. polynucleotides with a phosphorothiate backbone, or combinations thereof and it may or may not contain introns so long as it codes for the peptide. In one embodiment in vitro translation is used to produce the peptide. Many exemplary systems exist that one skilled in the art could utilize (e.g., Retic Lysate IVT Kit, Life Technologies, Waltham, Mass.).


An expression vector capable of expressing a polypeptide can also be prepared. Expression vectors for different cell types are well known in the art and can be selected without undue experimentation. Generally, the DNA is inserted into an expression vector, such as a plasmid, in proper orientation and correct reading frame for expression. If necessary, the DNA may be linked to the appropriate transcriptional and translational regulatory control nucleotide sequences recognized by the desired host (e.g., bacteria), although such controls are generally available in the expression vector. The vector is then introduced into the host bacteria for cloning using standard techniques (see, e.g., Sambrook et al. (1989) Molecular Cloning, A Laboratory Manual, Cold Spring Harbor Laboratory, Cold Spring Harbor, N.Y.).


Expression vectors comprising the isolated polynucleotides, as well as host cells containing the expression vectors, are also contemplated. The neoantigenic peptides may be provided in the form of RNA or cDNA molecules encoding the desired neoantigenic peptides. One or more neoantigenic peptides of the invention may be encoded by a single expression vector.


The term “polynucleotide encoding a polypeptide” encompasses a polynucleotide which includes only coding sequences for the polypeptide as well as a polynucleotide which includes additional coding and/or non-coding sequences. Polynucleotides can be in the form of RNA or in the form of DNA. DNA includes cDNA, genomic DNA, and synthetic DNA; and can be double-stranded or single-stranded, and if single stranded can be the coding strand or non-coding (anti-sense) strand.


In embodiments, the polynucleotides may comprise the coding sequence for the tumor specific neoantigenic peptide fused in the same reading frame to a polynucleotide which aids, for example, in expression and/or secretion of a polypeptide from a host cell (e.g., a leader sequence which functions as a secretory sequence for controlling transport of a polypeptide from the cell). The polypeptide having a leader sequence is a preprotein and can have the leader sequence cleaved by the host cell to form the mature form of the polypeptide.


In embodiments, the polynucleotides can comprise the coding sequence for the tumor specific neoantigenic peptide fused in the same reading frame to a marker sequence that allows, for example, for purification of the encoded polypeptide, which may then be incorporated into the personalized neoplasia vaccine or immunogenic composition. For example, the marker sequence can be a hexa-histidine tag (SEQ ID NO: 33733) supplied by a pQE-9 vector to provide for purification of the mature polypeptide fused to the marker in the case of a bacterial host, or the marker sequence can be a hemagglutinin (HA) tag derived from the influenza hemagglutinin protein when a mammalian host (e.g., COS-7 cells) is used. Additional tags include, but are not limited to, Calmodulin tags, FLAG tags, Myc tags, S tags, SBP tags, Softag 1, Softag 3, V5 tag, Xpress tag, Isopeptag, SpyTag, Biotin Carboxyl Carrier Protein (BCCP) tags, GST tags, fluorescent protein tags (e.g., green fluorescent protein tags), maltose binding protein tags, Nus tags, Strep-tag, thioredoxin tag, TC tag, Ty tag, and the like.


In embodiments, the polynucleotides may comprise the coding sequence for one or more of the tumor specific neoantigenic peptides fused in the same reading frame to create a single concatamerized neoantigenic peptide construct capable of producing multiple neoantigenic peptides.


In certain embodiments, isolated nucleic acid molecules having a nucleotide sequence at least 60% identical, at least 65% identical, at least 70% identical, at least 75% identical, at least 80% identical, at least 85% identical, at least 90% identical, at least 95% identical, or at least 96%, 97%, 98% or 99% identical to a polynucleotide encoding a tumor specific neoantigenic peptide of the present invention, can be provided.


By a polynucleotide having a nucleotide sequence at least, for example, 95% “identical” to a reference nucleotide sequence is intended that the nucleotide sequence of the polynucleotide is identical to the reference sequence except that the polynucleotide sequence can include up to five point mutations per each 100 nucleotides of the reference nucleotide sequence. In other words, to obtain a polynucleotide having a nucleotide sequence at least 95% identical to a reference nucleotide sequence, up to 5% of the nucleotides in the reference sequence can be deleted or substituted with another nucleotide, or a number of nucleotides up to 5% of the total nucleotides in the reference sequence can be inserted into the reference sequence. These mutations of the reference sequence can occur at the amino- or carboxy-terminal positions of the reference nucleotide sequence or anywhere between those terminal positions, interspersed either individually among nucleotides in the reference sequence or in one or more contiguous groups within the reference sequence.


As a practical matter, whether any particular nucleic acid molecule is at least 80% identical, at least 85% identical, at least 90% identical, and in some embodiments, at least 95%, 96%, 970%, 98%, or 99% identical to a reference sequence can be determined conventionally using known computer programs such as the Bestfit program (Wisconsin Sequence Analysis Package, Version 8 for Unix, Genetics Computer Group, University Research Park, 575 Science Drive, Madison, Wis. 53711). Bestfit uses the local homology algorithm of Smith and Waterman, Advances in Applied Mathematics 2:482-489 (1981), to find the best segment of homology between two sequences. When using Bestfit or any other sequence alignment program to determine whether a particular sequence is, for instance, 95% identical to a reference sequence according to the present invention, the parameters are set such that the percentage of identity is calculated over the full length of the reference nucleotide sequence and that gaps in homology of up to 5% of the total number of nucleotides in the reference sequence are allowed.


The isolated tumor specific neoantigenic peptides described herein can be produced in vitro (e.g., in the laboratory) by any suitable method known in the art. Such methods range from direct protein synthetic methods to constructing a DNA sequence encoding isolated polypeptide sequences and expressing those sequences in a suitable transformed host. In some embodiments, a DNA sequence is constructed using recombinant technology by isolating or synthesizing a DNA sequence encoding a wild-type protein of interest. Optionally, the sequence can be mutagenized by site-specific mutagenesis to provide functional analogs thereof. See, e.g. Zoeller et al., Proc. Nat'l. Acad. Sci. USA 81:5662-5066 (1984) and U.S. Pat. No. 4,588,585.


In embodiments, a DNA sequence encoding a polypeptide of interest would be constructed by chemical synthesis using an oligonucleotide synthesizer. Such oligonucleotides can be designed based on the amino acid sequence of the desired polypeptide and selecting those codons that are favored in the host cell in which the recombinant polypeptide of interest is produced. Standard methods can be applied to synthesize an isolated polynucleotide sequence encoding an isolated polypeptide of interest. For example, a complete amino acid sequence can be used to construct a back-translated gene. Further, a DNA oligomer containing a nucleotide sequence coding for the particular isolated polypeptide can be synthesized. For example, several small oligonucleotides coding for portions of the desired polypeptide can be synthesized and then ligated. The individual oligonucleotides typically contain 5′ or 3′ overhangs for complementary assembly.


Once assembled (e.g., by synthesis, site-directed mutagenesis, or another method), the polynucleotide sequences encoding a particular isolated polypeptide of interest is inserted into an expression vector and optionally operatively linked to an expression control sequence appropriate for expression of the protein in a desired host. Proper assembly can be confirmed by nucleotide sequencing, restriction mapping, and expression of a biologically active polypeptide in a suitable host. As well known in the art, in order to obtain high expression levels of a transfected gene in a host, the gene can be operatively linked to transcriptional and translational expression control sequences that are functional in the chosen expression host.


Recombinant expression vectors may be used to amplify and express DNA encoding the tumor specific neoantigenic peptides. Recombinant expression vectors are replicable DNA constructs which have synthetic or cDNA-derived DNA fragments encoding a tumor specific neoantigenic peptide or a bioequivalent analog operatively linked to suitable transcriptional or translational regulatory elements derived from mammalian, microbial, viral or insect genes. A transcriptional unit generally comprises an assembly of (1) a genetic element or elements having a regulatory role in gene expression, for example, transcriptional promoters or enhancers, (2) a structural or coding sequence which is transcribed into mRNA and translated into protein, and (3) appropriate transcription and translation initiation and termination sequences, as described in detail herein. Such regulatory elements can include an operator sequence to control transcription. The ability to replicate in a host, usually conferred by an origin of replication, and a selection gene to facilitate recognition of transformants can additionally be incorporated. DNA regions are operatively linked when they are functionally related to each other. For example, DNA for a signal peptide (secretory leader) is operatively linked to DNA for a polypeptide if it is expressed as a precursor which participates in the secretion of the polypeptide; a promoter is operatively linked to a coding sequence if it controls the transcription of the sequence; or a ribosome binding site is operatively linked to a coding sequence if it is positioned so as to permit translation. Generally, operatively linked means contiguous, and in the case of secretory leaders, means contiguous and in reading frame. Structural elements intended for use in yeast expression systems include a leader sequence enabling extracellular secretion of translated protein by a host cell. Alternatively, where recombinant protein is expressed without a leader or transport sequence, it can include an N-terminal methionine residue. This residue can optionally be subsequently cleaved from the expressed recombinant protein to provide a final product.


Useful expression vectors for eukaryotic hosts, especially mammals or humans include, for example, vectors comprising expression control sequences from SV40, bovine papilloma virus, adenovirus and cytomegalovirus. Useful expression vectors for bacterial hosts include known bacterial plasmids, such as plasmids from Escherichia coli, including pCR 1, pBR322, pMB9 and their derivatives, wider host range plasmids, such as M13 and filamentous single-stranded DNA phages.


Suitable host cells for expression of a polypeptide include prokaryotes, yeast, insect or higher eukaryotic cells under the control of appropriate promoters. Prokaryotes include gram negative or gram positive organisms, for example E. coli or bacilli. Higher eukaryotic cells include established cell lines of mammalian origin. Cell-free translation systems could also be employed. Appropriate cloning and expression vectors for use with bacterial, fungal, yeast, and mammalian cellular hosts are well known in the art (see Pouwels et al., Cloning Vectors: A Laboratory Manual, Elsevier, N.Y., 1985).


Various mammalian or insect cell culture systems are also advantageously employed to express recombinant protein. Expression of recombinant proteins in mammalian cells can be performed because such proteins are generally correctly folded, appropriately modified and completely functional. Examples of suitable mammalian host cell lines include the COS-7 lines of monkey kidney cells, described by Gluzman (Cell 23:175, 1981), and other cell lines capable of expressing an appropriate vector including, for example, L cells, C127, 3T3, Chinese hamster ovary (CHO), 293, HeLa and BHK cell lines. Mammalian expression vectors can comprise nontranscribed elements such as an origin of replication, a suitable promoter and enhancer linked to the gene to be expressed, and other 5′ or 3′ flanking nontranscribed sequences, and 5′ or 3′ nontranslated sequences, such as necessary ribosome binding sites, a polyadenylation site, splice donor and acceptor sites, and transcriptional termination sequences. Baculovirus systems for production of heterologous proteins in insect cells are reviewed by Luckow and Summers, Bio/Technology 6:47 (1988).


The proteins produced by a transformed host can be purified according to any suitable method. Such standard methods include chromatography (e.g., ion exchange, affinity and sizing column chromatography, and the like), centrifugation, differential solubility, or by any other standard technique for protein purification. Affinity tags such as hexahistidine (SEQ ID NO: 33733), maltose binding domain, influenza coat sequence, glutathione-S-transferase, and the like can be attached to the protein to allow easy purification by passage over an appropriate affinity column. Isolated proteins can also be physically characterized using such techniques as proteolysis, nuclear magnetic resonance and x-ray crystallography.


For example, supernatants from systems which secrete recombinant protein into culture media can be first concentrated using a commercially available protein concentration filter, for example, an Amicon or Millipore Pellicon ultrafiltration unit. Following the concentration step, the concentrate can be applied to a suitable purification matrix. Alternatively, an anion exchange resin can be employed, for example, a matrix or substrate having pendant diethylaminoethyl (DEAE) groups. The matrices can be acrylamide, agarose, dextran, cellulose or other types commonly employed in protein purification. Alternatively, a cation exchange step can be employed. Suitable cation exchangers include various insoluble matrices comprising sulfopropyl or carboxymethyl groups. Finally, one or more reversed-phase high performance liquid chromatography (RP-HPLC) steps employing hydrophobic RP-HPLC media, e.g., silica gel having pendant methyl or other aliphatic groups, can be employed to further purify a cancer stem cell protein-Fc composition. Some or all of the foregoing purification steps, in various combinations, can also be employed to provide a homogeneous recombinant protein.


Recombinant protein produced in bacterial culture can be isolated, for example, by initial extraction from cell pellets, followed by one or more concentration, salting-out, aqueous ion exchange or size exclusion chromatography steps. High performance liquid chromatography (HPLC) can be employed for final purification steps. Microbial cells employed in expression of a recombinant protein can be disrupted by any convenient method, including freeze-thaw cycling, sonication, mechanical disruption, or use of cell lysing agents.


In Vivo Peptide/Polypeptide Synthesis


The present invention also contemplates the use of nucleic acid molecules as vehicles for delivering neoantigenic peptides/polypeptides to the subject in need thereof, in vivo, in the form of, e.g., DNA/RNA vaccines (see, e.g., WO2012/159643, and WO2012/159754, hereby incorporated by reference in their entirety).


In one embodiment neoantigens may be administered to a patient in need thereof by use of a plasmid. These are plasmids which usually consist of a strong viral promoter to drive the in vivo transcription and translation of the gene (or complementary DNA) of interest (Mor, et al., (1995). The Journal of Immunology 155 (4): 2039-2046). Intron A may sometimes be included to improve mRNA stability and hence increase protein expression (Leitner et al. (1997).The Journal of Immunology 159 (12): 6112-6119). Plasmids also include a strong polyadenylation/transcriptional termination signal, such as bovine growth hormone or rabbit beta-globulin polyadenylation sequences (Alarcon et al., (1999). Adv. Parasitol. Advances in Parasitology 42: 343-410; Robinson et al., (2000). Adv. Virus Res. Advances in Virus Research 55: 1-74; Böhm et al., (1996). Journal of Immunological Methods 193 (1): 29-40.). Multicistronic vectors are sometimes constructed to express more than one immunogen, or to express an immunogen and an immunostimulatory protein (Lewis et al., (1999). Advances in Virus Research (Academic Press) 54: 129-88).


Because the plasmid is the “vehicle” from which the immunogen is expressed, optimising vector design for maximal protein expression is essential (Lewis et al., (1999). Advances in Virus Research (Academic Press) 54: 129-88). One way of enhancing protein expression is by optimising the codon usage of pathogenic mRNAs for eukaryotic cells. Another consideration is the choice of promoter. Such promoters may be the SV40 promoter or Rous Sarcoma Virus (RSV).


Plasmids may be introduced into animal tissues by a number of different methods. The two most popular approaches are injection of DNA in saline, using a standard hypodermic needle, and gene gun delivery. A schematic outline of the construction of a DNA vaccine plasmid and its subsequent delivery by these two methods into a host is illustrated at Scientific American (Weiner et al., (1999) Scientific American 281 (1): 34-41). Injection in saline is normally conducted intramuscularly (IM) in skeletal muscle, or intradermally (ID), with DNA being delivered to the extracellular spaces. This can be assisted by electroporation by temporarily damaging muscle fibres with myotoxins such as bupivacaine; or by using hypertonic solutions of saline or sucrose (Alarcon et al., (1999). Adv. Parasitol. Advances in Parasitology 42: 343-410). Immune responses to this method of delivery can be affected by many factors, including needle type, needle alignment, speed of injection, volume of injection, muscle type, and age, sex and physiological condition of the animal being injected (Alarcon et al., (1999). Adv. Parasitol. Advances in Parasitology 42: 343-410).


Gene gun delivery, the other commonly used method of delivery, ballistically accelerates plasmid DNA (pDNA) that has been adsorbed onto gold or tungsten microparticles into the target cells, using compressed helium as an accelerant (Alarcon et al., (1999). Adv. Parasitol. Advances in Parasitology 42: 343-410: Lewis et al., (1999). Advances in Virus Research (Academic Press) 54: 129-88).


Alternative delivery methods may include aerosol instillation of naked DNA on mucosal surfaces, such as the nasal and lung mucosa, (Lewis et al., (1999). Advances in Virus Research (Academic Press) 54: 129-88) and topical administration of pDNA to the eye and vaginal mucosa (Lewis et al., (1999) Advances in Virus Research (Academic Press) 54: 129-88). Mucosal surface delivery has also been achieved using cationic liposome-DNA preparations, biodegradable microspheres, attenuated Shigella or Listeria vectors for oral administration to the intestinal mucosa, and recombinant adenovirus vectors. DNA or RNA may also be delivered to cells following mild mechanical disruption of the cell membrane, temporarily permeabilizing the cells. Such a mild mechanical disruption of the membrane can be accomplished by gently forcing cells through a small aperture (Ex Vivo Cytosolic Delivery of Functional Macromolecules to Immune Cells, Sharei et al, PLOS ONE|DOI:10.1371/journal.pone.0118803 Apr. 13, 2015).


The method of delivery determines the dose of DNA required to raise an effective immune response. Saline injections require variable amounts of DNA, from 10 μg-1 mg, whereas gene gun deliveries require 100 to 1000 times less DNA than intramuscular saline injection to raise an effective immune response. Generally, 0.2 μg-20 μg are required, although quantities as low as 16 ng have been reported. These quantities vary from species to species, with mice, for example, requiring approximately 10 times less DNA than primates. Saline injections require more DNA because the DNA is delivered to the extracellular spaces of the target tissue (normally muscle), where it has to overcome physical barriers (such as the basal lamina and large amounts of connective tissue, to mention a few) before it is taken up by the cells, while gene gun deliveries bombard DNA directly into the cells, resulting in less “wastage” (See e.g., Sedegah et al., (1994). Proceedings of the National Academy of Sciences of the United States of America 91 (21): 9866-9870; Daheshia et al., (1997). The Journal of Immunology 159 (4): 1945-1952; Chen et al., (1998). The Journal of Immunology 160 (5): 2425-2432; Sizemore (1995) Science 270 (5234): 299-302; Fynan et al., (1993) Proc. Natl. Acad. Sci. U.S.A. 90 (24): 11478-82).


In one embodiment, a neoplasia vaccine or immunogenic composition may include separate DNA plasmids encoding, for example, one or more neoantigenic peptides/polypeptides as identified in according to the invention. As discussed herein, the exact choice of expression vectors can depend upon the peptide/polypeptides to be expressed, and is well within the skill of the ordinary artisan. The expected persistence of the DNA constructs (e.g., in an episomal, non-replicating, non-integrated form in the muscle cells) is expected to provide an increased duration of protection.


One or more neoantigenic peptides of the invention may be encoded and expressed in vivo using a viral based system (e.g., an adenovirus system, an adeno associated virus (AAV) vector, a poxvirus, or a lentivirus). In one embodiment, the neoplasia vaccine or immunogenic composition may include a viral based vector for use in a human patient in need thereof, such as, for example, an adenovirus (see, e.g., Baden et al. First-in-human evaluation of the safety and immunogenicity of a recombinant adenovirus serotype 26 HIV-1 Env vaccine (IPCAVD 001). J Infect Dis. 2013 Jan. 15; 207(2):240-7, hereby incorporated by reference in its entirety). Plasmids that can be used for adeno associated virus, adenovirus, and lentivirus delivery have been described previously (see e.g., U.S. Pat. Nos. 6,955,808 and 6,943,019, and U.S. Patent application No. 20080254008, hereby incorporated by reference).


The peptides and polypeptides of the invention can also be expressed by a vector, e.g., a nucleic acid molecule as herein-discussed, e.g., RNA or a DNA plasmid, a viral vector such as a poxvirus, e.g., orthopox virus, avipox virus, or adenovirus, AAV or lentivirus. This approach involves the use of a vector to express nucleotide sequences that encode the peptide of the invention. Upon introduction into an acutely or chronically infected host or into a noninfected host, the vector expresses the immunogenic peptide, and thereby elicits a host CTL response.


Among vectors that may be used in the practice of the invention, integration in the host genome of a cell is possible with retrovirus gene transfer methods, often resulting in long term expression of the inserted transgene. In a preferred embodiment the retrovirus is a lentivirus. Additionally, high transduction efficiencies have been observed in many different cell types and target tissues. The tropism of a retrovirus can be altered by incorporating foreign envelope proteins, expanding the potential target population of target cells. A retrovirus can also be engineered to allow for conditional expression of the inserted transgene, such that only certain cell types are infected by the lentivirus. Cell type specific promoters can be used to target expression in specific cell types. Lentiviral vectors are retroviral vectors (and hence both lentiviral and retroviral vectors may be used in the practice of the invention). Moreover, lentiviral vectors are preferred as they are able to transduce or infect non-dividing cells and typically produce high viral titers. Selection of a retroviral gene transfer system may therefore depend on the target tissue. Retroviral vectors are comprised of cis-acting long terminal repeats with packaging capacity for up to 6-10 kb of foreign sequence. The minimum cis-acting LTRs are sufficient for replication and packaging of the vectors, which are then used to integrate the desired nucleic acid into the target cell to provide permanent expression. Widely used retroviral vectors that may be used in the practice of the invention include those based upon murine leukemia virus (MuLV), gibbon ape leukemia virus (GaLV), Simian Immuno deficiency virus (SIV), human immuno deficiency virus (HIV), and combinations thereof (see, e.g., Buchscher et al., (1992) J. Virol. 66:2731-2739; Johann et al., (1992) J. Virol. 66:1635-1640; Sommnerfelt et al., (1990) Virol. 176:58-59; Wilson et al., (1998) J. Virol. 63:2374-2378; Miller et al., (1991) J. Virol. 65:2220-2224; PCT/US94/05700).


Also useful in the practice of the invention is a minimal non-primate lentiviral vector, such as a lentiviral vector based on the equine infectious anemia virus (EIAV) (see, e.g., Balagaan, (2006) J Gene Med; 8: 275-285, Published online 21 Nov. 2005 in Wiley InterScience (www.interscience.wiley.com). DOI: 10.1002/jgm.845). The vectors may have cytomegalovirus (CMV) promoter driving expression of the target gene. Accordingly, the invention contemplates amongst vector(s) useful in the practice of the invention: viral vectors, including retroviral vectors and lentiviral vectors.


Lentiviral vectors have been disclosed as in the treatment for Parkinson's Disease, see, e.g., US Patent Publication No. 20120295960 and U.S. Pat. Nos. 7,303,910 and 7,351,585. Lentiviral vectors have also been disclosed for delivery to the Brain, see, e.g., US Patent Publication Nos. US20110293571; US20040013648, US20070025970, US20090111106 and U.S. Pat. No. 7,259,015. In another embodiment lentiviral vectors are used to deliver vectors to the brain of those being treated for a disease.


As to lentivirus vector systems useful in the practice of the invention, mention is made of U.S. Pat. Nos. 6,428,953, 6,165,782, 6,013,516, 5,994,136, 6,312,682, and 7,198,784, and documents cited therein.


In an embodiment herein the delivery is via an lentivirus. Zou et al. administered about 10 μl of a recombinant lentivirus having a titer of 1×109 transducing units (TU)/ml by an intrathecal catheter. These sort of dosages can be adapted or extrapolated to use of a retroviral or lentiviral vector in the present invention. For transduction in tissues such as the brain, it is necessary to use very small volumes, so the viral preparation is concentrated by ultracentrifugation. The resulting preparation should have at least 108 TU/ml, preferably from 108 to 109 TU/ml, more preferably at least 109 TU/ml. Other methods of concentration such as ultrafiltration or binding to and elution from a matrix may be used.


In other embodiments the amount of lentivirus administered may be 1.x.105 or about 1.x.105 plaque forming units (PFU), 5.x.105 or about 5.x.105 PFU, 1.x.106 or about 1.x106 PFU, 5.x.106 or about 5.x.106 PFU, 1.x.107 or about 1.x.107 PFU, 5.x.107 or about 5.x.107 PFU, 1.x.108 or about 1.x.108 PFU, 5.x.108 or about 5.x.108 PFU, 1.x.109 or about 1.x.109 PFU, 5.x.109 or about 5.x.109 PFU, 1.x.1010 or about 1.x.1010 PFU or 5.x.1010 or about 5.x.1010 PFU as total single dosage for an average human of 75 kg or adjusted for the weight and size and species of the subject. One of skill in the art can determine suitable dosage. Suitable dosages for a virus can be determined empirically.


Also useful in the practice of the invention is an adenovirus vector. One advantage is the ability of recombinant adenoviruses to efficiently transfer and express recombinant genes in a variety of mammalian cells and tissues in vitro and in vivo, resulting in the high expression of the transferred nucleic acids. Further, the ability to productively infect quiescent cells, expands the utility of recombinant adenoviral vectors. In addition, high expression levels ensure that the products of the nucleic acids will be expressed to sufficient levels to generate an immune response (see e.g., U.S. Pat. No. 7,029,848, hereby incorporated by reference).


As to adenovirus vectors useful in the practice of the invention, mention is made of U.S. Pat. No. 6,955,808. The adenovirus vector used can be selected from the group consisting of the Ad5, Ad35, Ad11, C6, and C7 vectors. The sequence of the Adenovirus 5 (“Ad5”) genome has been published. (Chroboczek, J., Bieber, F., and Jacrot, B. (1992) The Sequence of the Genome of Adenovirus Type 5 and Its Comparison with the Genome of Adenovirus Type 2, Virology 186, 280-285; the contents if which is hereby incorporated by reference). Ad35 vectors are described in U.S. Pat. Nos. 6,974,695, 6,913,922, and 6,869,794. Ad11 vectors are described in U.S. Pat. No. 6,913,922. C6 adenovirus vectors are described in U.S. Pat. Nos. 6,780,407; 6,537,594; 6,309,647; 6,265,189; 6,156,567; 6,090,393; 5,942,235 and 5,833,975. C7 vectors are described in U.S. Pat. No. 6,277,558. Adenovirus vectors that are E1-defective or deleted, E3-defective or deleted, and/or E4-defective or deleted may also be used. Certain adenoviruses having mutations in the E1 region have improved safety margin because E1-defective adenovirus mutants are replication-defective in non-permissive cells, or, at the very least, are highly attenuated. Adenoviruses having mutations in the E3 region may have enhanced the immunogenicity by disrupting the mechanism whereby adenovirus down-regulates MHC class I molecules. Adenoviruses having E4 mutations may have reduced immunogenicity of the adenovirus vector because of suppression of late gene expression. Such vectors may be particularly useful when repeated re-vaccination utilizing the same vector is desired. Adenovirus vectors that are deleted or mutated in E1, E3, E4, E1 and E3, and E1 and E4 can be used in accordance with the present invention. Furthermore, “gutless” adenovirus vectors, in which all viral genes are deleted, can also be used in accordance with the present invention. Such vectors require a helper virus for their replication and require a special human 293 cell line expressing both E1a and Cre, a condition that does not exist in natural environment. Such “gutless” vectors are non-immunogenic and thus the vectors may be inoculated multiple times for re-vaccination. The “gutless” adenovirus vectors can be used for insertion of heterologous inserts/genes such as the transgenes of the present invention, and can even be used for co-delivery of a large number of heterologous inserts/genes.


In an embodiment herein the delivery is via an adenovirus, which may be at a single booster dose containing at least 1×105 particles (also referred to as particle units, pu) of adenoviral vector. In an embodiment herein, the dose preferably is at least about 1×106 particles (for example, about 1×106-1×1012 particles), more preferably at least about 1×107 particles, more preferably at least about 1×108 particles (e.g., about 1×108-1×1011 particles or about 1×108-1×1012 particles), and most preferably at least about 1×109 particles (e.g., about 1×109-1×1010 particles or about 1×109-1×1012 particles), or even at least about 1×1010 particles (e.g., about 1×1010-1×1012 particles) of the adenoviral vector. Alternatively, the dose comprises no more than about 1×1014 particles, preferably no more than about 1×1013 particles, even more preferably no more than about 1×1012 particles, even more preferably no more than about 1×1011 particles, and most preferably no more than about 1×1010 particles (e.g., no more than about 1×109 articles). Thus, the dose may contain a single dose of adenoviral vector with, for example, about 1×106 particle units (pu), about 2×106 pu, about 4×106 pu, about 1×107 pu, about 2×107 pu, about 4×107 pu, about 1×108 pu, about 2×108 pu, about 4×108 pu, about 1×109 pu, about 2×109 pu, about 4×109 pu, about 1×1010 pu, about 2×1010 pu, about 4×1010 pu, about 1×1011 pu, about 2×1011 pu, about 4×1011 pu, about 1×1012 pu, about 2×1012 pu, or about 4×1012 pu of adenoviral vector. See, for example, the adenoviral vectors in U.S. Pat. No. 8,454,972 B2 to Nabel, et. al., granted on Jun. 4, 2013; incorporated by reference herein, and the dosages at col 29, lines 36-58 thereof. In an embodiment herein, the adenovirus is delivered via multiple doses.


In terms of in vivo delivery, AAV is advantageous over other viral vectors due to low toxicity and low probability of causing insertional mutagenesis because it doesn't integrate into the host genome. AAV has a packaging limit of 4.5 or 4.75 Kb. Constructs larger than 4.5 or 4.75 Kb result in significantly reduced virus production. There are many promoters that can be used to drive nucleic acid molecule expression. AAV ITR can serve as a promoter and is advantageous for eliminating the need for an additional promoter element. For ubiquitous expression, the following promoters can be used: CMV, CAG, CBh, PGK, SV40, Ferritin heavy or light chains, etc. For brain expression, the following promoters can be used: SynapsinI for all neurons, CaMKIIalpha for excitatory neurons, GAD67 or GAD65 or VGAT for GABAergic neurons, etc. Promoters used to drive RNA synthesis can include: Pol III promoters such as U6 or H1. The use of a Pol II promoter and intronic cassettes can be used to express guide RNA (gRNA).


With regard to AAV vectors useful in the practice of the invention, mention is made of U.S. Pat. Nos. 5,658,785, 7,115,391, 7,172,893, 6,953,690, 6,936,466, 6,924,128, 6,893,865, 6,793,926, 6,537,540, 6,475,769 and 6,258,595, and documents cited therein.


As to AAV, the AAV can be AAV1, AAV2, AAV5 or any combination thereof. One can select the AAV with regard to the cells to be targeted; e.g., one can select AAV serotypes 1, 2, 5 or a hybrid capsid AAV1, AAV2, AAV5 or any combination thereof for targeting brain or neuronal cells; and one can select AAV4 for targeting cardiac tissue. AAV8 is useful for delivery to the liver. The above promoters and vectors are preferred individually.


In an embodiment herein, the delivery is via an AAV. A therapeutically effective dosage for in vivo delivery of the AAV to a human is believed to be in the range of from about 20 to about 50 ml of saline solution containing from about 1×1010 to about 1×1050 functional AAV/ml solution. The dosage may be adjusted to balance the therapeutic benefit against any side effects. In an embodiment herein, the AAV dose is generally in the range of concentrations of from about 1×105 to 1×1050 genomes AAV, from about 1×108 to 1×1020 genomes AAV, from about 1×1010 to about 1×1016 genomes, or about 1×1011 to about 1×1016 genomes AAV. A human dosage may be about 1×1013 genomes AAV. Such concentrations may be delivered in from about 0.001 ml to about 100 ml, about 0.05 to about 50 ml, or about 10 to about 25 ml of a carrier solution. In a preferred embodiment, AAV is used with a titer of about 2×1013 viral genomes/milliliter, and each of the striatal hemispheres of a mouse receives one 500 nanoliter injection. Other effective dosages can be readily established by one of ordinary skill in the art through routine trials establishing dose response curves. See, for example, U.S. Pat. No. 8,404,658 B2 to Hajjar, et al., granted on Mar. 26, 2013, at col. 27, lines 45-60.


In another embodiment effectively activating a cellular immune response for a neoplasia vaccine or immunogenic composition can be achieved by expressing the relevant neoantigens in a vaccine or immunogenic composition in a non-pathogenic microorganism. Well-known examples of such microorganisms are Mycobacterium bovis BCG, Salmonella and Pseudomona (See, U.S. Pat. No. 6,991,797, hereby incorporated by reference in its entirety).


In another embodiment a Poxvirus is used in the neoplasia vaccine or immunogenic composition. These include orthopoxvirus, avipox, vaccinia, MVA, NYVAC, canarypox, ALVAC, fowlpox, TROVAC, etc. (see e.g., Verardi et al., Hum Vaccin Immunother. 2012 July; 8(7):961-70; and Moss, Vaccine. 2013; 31(39): 4220-4222). Poxvirus expression vectors were described in 1982 and quickly became widely used for vaccine development as well as research in numerous fields. Advantages of the vectors include simple construction, ability to accommodate large amounts of foreign DNA and high expression levels.


Information concerning poxviruses that may be used in the practice of the invention, such as Chordopoxvirinae subfamily poxviruses (poxviruses of vertebrates), for instance, orthopoxviruses and avipoxviruses, e.g., vaccinia virus (e.g., Wyeth Strain, WR Strain (e.g., ATCC® VR-1354), Copenhagen Strain, NYVAC, NYVAC.1, NYVAC.2, MVA, MVA-BN), canarypox virus (e.g., Wheatley C93 Strain, ALVAC), fowlpox virus (e.g., FP9 Strain, Webster Strain, TROVAC), dovepox, pigeonpox, quailpox, and raccoon pox, inter alia, synthetic or non-naturally occurring recombinants thereof, uses thereof, and methods for making and using such recombinants may be found in scientific and patent literature, such as:

    • U.S. Pat. Nos. 4,603,112, 4,769,330, 5,110,587, 5,174,993, 5,364,773, 5,762,938, 5,494,807, 5,766,597, 7,767,449, 6,780,407, 6,537,594, 6,265,189, 6,214,353, 6,130,066, 6,004,777, 5,990,091, 5,942,235, 5,833,975, 5,766,597, 5,756,101, 7,045,313, 6,780,417, 8,470,598, 8,372,622, 8,268,329, 8,268,325, 8,236,560, 8,163,293, 7,964,398, 7,964,396, 7,964,395, 7,939,086, 7,923,017, 7,897,156, 7,892,533, 7,628,980, 7,459,270, 7,445,924, 7,384,644, 7,335,364, 7,189,536, 7,097,842, 6,913,752, 6,761,893, 6,682,743, 5,770,212, 5,766,882, and 5,989,562, and
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      each of which is incorporated herein by reference.


In another embodiment the vaccinia virus is used in the neoplasia vaccine or immunogenic composition to express a neoantigen. (Rolph et al., Recombinant viruses as vaccines and immunological tools. Curr Opin Immunol 9:517-524, 1997). The recombinant vaccinia virus is able to replicate within the cytoplasm of the infected host cell and the polypeptide of interest can therefore induce an immune response. Moreover, Poxviruses have been widely used as vaccine or immunogenic composition vectors because of their ability to target encoded antigens for processing by the major histocompatibility complex class I pathway by directly infecting immune cells, in particular antigen-presenting cells, but also due to their ability to self-adjuvant.


In another embodiment ALVAC is used as a vector in a neoplasia vaccine or immunogenic composition. ALVAC is a canarypox virus that can be modified to express foreign transgenes and has been used as a method for vaccination against both prokaryotic and eukaryotic antigens (Horig H, Lee D S, Conkright W, et al. Phase I clinical trial of a recombinant canarypoxvirus (ALVAC) vaccine expressing human carcinoembryonic antigen and the B7.1 co-stimulatory molecule. Cancer Immunol Immunother 2000; 49:504-14; von Mehren M, Arlen P, Tsang K Y, et al. Pilot study of a dual gene recombinant avipox vaccine containing both carcinoembryonic antigen (CEA) and B7.1 transgenes in patients with recurrent CEA-expressing adenocarcinomas. Clin Cancer Res 2000; 6:2219-28; Musey L, Ding Y, Elizaga M, et al. HIV-1 vaccination administered intramuscularly can induce both systemic and mucosal T cell immunity in HIV-1-uninfected individuals. J Immunol 2003; 171:1094-101; Paoletti E. Applications of pox virus vectors to vaccination: an update. Proc Natl Acad Sci USA 1996; 93:11349-53; U.S. Pat. No. 7,255,862). In a phase I clinical trial, an ALVAC virus expressing the tumor antigen CEA showed an excellent safety profile and resulted in increased CEA-specific T-cell responses in selected patients; objective clinical responses, however, were not observed (Marshall J L, Hawkins M J, Tsang K Y, et al. Phase I study in cancer patients of a replication-defective avipox recombinant vaccine that expresses human carcinoembryonic antigen. J Clin Oncol 1999; 17:332-7).


In another embodiment a Modified Vaccinia Ankara (MVA) virus may be used as a viral vector for a neoantigen vaccine or immunogenic composition. MVA is a member of the Orthopoxvirus family and has been generated by about 570 serial passages on chicken embryo fibroblasts of the Ankara strain of Vaccinia virus (CVA) (for review see Mayr, A., et al., Infection 3, 6-14, 1975). As a consequence of these passages, the resulting MVA virus contains 31 kilobases less genomic information compared to CVA, and is highly host-cell restricted (Meyer, H. et al., J. Gen. Virol. 72, 1031-1038, 1991). MVA is characterized by its extreme attenuation, namely, by a diminished virulence or infectious ability, but still holds an excellent immunogenicity. When tested in a variety of animal models, MVA was proven to be avirulent, even in immuno-suppressed individuals. Moreover, MVA-BN®-HER2 is a candidate immunotherapy designed for the treatment of HER-2-positive breast cancer and is currently in clinical trials. (Mandl et al., Cancer Immunol Immunother. January 2012; 61(1): 19-29). Methods to make and use recombinant MVA has been described (e.g., see U.S. Pat. Nos. 8,309,098 and 5,185,146 hereby incorporated in its entirety).


In another embodiment the modified Copenhagen strain of vaccinia virus, NYVAC and NYVAC variations are used as a vector (see U.S. Pat. No. 7,255,862; PCT WO 95/30018; U.S. Pat. Nos. 5,364,773 and 5,494,807, hereby incorporated by reference in its entirety).


In one embodiment recombinant viral particles of the vaccine or immunogenic composition are administered to patients in need thereof. Dosages of expressed neoantigen can range from a few to a few hundred micrograms, e.g., 5 to 500 .mu.g. The vaccine or immunogenic composition can be administered in any suitable amount to achieve expression at these dosage levels. The viral particles can be administered to a patient in need thereof or transfected into cells in an amount of about at least 103.5 pfu; thus, the viral particles are preferably administered to a patient in need thereof or infected or transfected into cells in at least about 104 pfu to about 106 pfu; however, a patient in need thereof can be administered at least about 108 pfu such that a more preferred amount for administration can be at least about 107 pfu to about 109 pfu. Doses as to NYVAC are applicable as to ALVAC, MVA, MVA-BN, and avipoxes, such as canarypox and fowlpox.


Vaccine or Immunogenic Composition Adjuvant


Effective vaccine or immunogenic compositions advantageously include a strong adjuvant to initiate an immune response. As described herein, poly-ICLC, an agonist of TLR3 and the RNA helicase-domains of MDA5 and RIG3, has shown several desirable properties for a vaccine or immunogenic composition adjuvant. These properties include the induction of local and systemic activation of immune cells in vivo, production of stimulatory chemokines and cytokines, and stimulation of antigen-presentation by DCs. Furthermore, poly-ICLC can induce durable CD4+ and CD8+ responses in humans. Importantly, striking similarities in the upregulation of transcriptional and signal transduction pathways were seen in subjects vaccinated with poly-ICLC and in volunteers who had received the highly effective, replication-competent yellow fever vaccine. Furthermore, >90% of ovarian carcinoma patients immunized with poly-ICLC in combination with a NY-ESO-1 peptide vaccine (in addition to Montanide) showed induction of CD4+ and CD8+ T cell, as well as antibody responses to the peptide in a recent phase 1 study. At the same time, poly-ICLC has been extensively tested in more than 25 clinical trials to date and exhibited a relatively benign toxicity profile. In addition to a powerful and specific immunogen the neoantigen peptides may be combined with an adjuvant (e.g., poly-ICLC) or another anti-neoplastic agent. Without being bound by theory, these neoantigens are expected to bypass central thymic tolerance (thus allowing stronger anti-tumor T cell response), while reducing the potential for autoimmunity (e.g., by avoiding targeting of normal self-antigens). An effective immune response advantageously includes a strong adjuvant to activate the immune system (Speiser and Romero, Molecularly defined vaccines for cancer immunotherapy, and protective T cell immunity Seminars in Immunol 22:144 (2010)). For example, Toll-like receptors (TLRs) have emerged as powerful sensors of microbial and viral pathogen “danger signals”, effectively inducing the innate immune system, and in turn, the adaptive immune system (Bhardwaj and Gnjatic, TLR AGONISTS: Are They Good Adjuvants? Cancer J. 16:382-391 (2010)). Among the TLR agonists, poly-ICLC (a synthetic double-stranded RNA mimic) is one of the most potent activators of myeloid-derived dendritic cells. In a human volunteer study, poly-ICLC has been shown to be safe and to induce a gene expression profile in peripheral blood cells comparable to that induced by one of the most potent live attenuated viral vaccines, the yellow fever vaccine YF-17D (Caskey et al, Synthetic double-stranded RNA induces innate immune responses similar to a live viral vaccine in humans J Exp Med 208:2357 (2011)). In a preferred embodiment Hiltonol®, a GMP preparation of poly-ICLC prepared by Oncovir, Inc, is utilized as the adjuvant. In other embodiments, other adjuvants described herein are envisioned. For instance oil-in-water, water-in-oil or multiphasic W/O/W; see, e.g., U.S. Pat. No. 7,608,279 and Aucouturier et al, Vaccine 19 (2001), 2666-2672, and documents cited therein.


Indications


Examples of cancers and cancer conditions that can be treated with the therapy of this document include, but are not limited to a patient in need thereof that has been diagnosed as having cancer, or at risk of developing cancer. The subject may have a solid tumor such as breast, ovarian, prostate, lung, kidney, gastric, colon, testicular, head and neck, pancreas, brain, melanoma, and other tumors of tissue organs and hematological tumors, such as lymphomas and leukemias, including acute myelogenous leukemia, chronic myelogenous leukemia, chronic lymphocytic leukemia, T cell lymphocytic leukemia, and B cell lymphomas, tumors of the brain and central nervous system (e.g., tumors of the meninges, brain, spinal cord, cranial nerves and other parts of the CNS, such as glioblastomas or medulla blastomas); head and/or neck cancer, breast tumors, tumors of the circulatory system (e.g., heart, mediastinum and pleura, and other intrathoracic organs, vascular tumors, and tumor-associated vascular tissue); tumors of the blood and lymphatic system (e.g., Hodgkin's disease, Non-Hodgkin's disease lymphoma, Burkitt's lymphoma, AIDS-related lymphomas, malignant immunoproliferative diseases, multiple myeloma, and malignant plasma cell neoplasms, lymphoid leukemia, myeloid leukemia, acute or chronic lymphocytic leukemia, monocytic leukemia, other leukemias of specific cell type, leukemia of unspecified cell type, unspecified malignant neoplasms of lymphoid, hematopoietic and related tissues, such as diffuse large cell lymphoma, T-cell lymphoma or cutaneous T-cell lymphoma); tumors of the excretory system (e.g., kidney, renal pelvis, ureter, bladder, and other urinary organs); tumors of the gastrointestinal tract (e.g., esophagus, stomach, small intestine, colon, colorectal, rectosigmoid junction, rectum, anus, and anal canal); tumors involving the liver and intrahepatic bile ducts, gall bladder, and other parts of the biliary tract, pancreas, and other digestive organs; tumors of the oral cavity (e.g., lip, tongue, gum, floor of mouth, palate, parotid gland, salivary glands, tonsil, oropharynx, nasopharynx, puriform sinus, hypopharynx, and other sites of the oral cavity); tumors of the reproductive system (e.g., vulva, vagina, Cervix uteri, uterus, ovary, and other sites associated with female genital organs, placenta, penis, prostate, testis, and other sites associated with male genital organs); tumors of the respiratory tract (e.g., nasal cavity, middle ear, accessory sinuses, larynx, trachea, bronchus and lung, such as small cell lung cancer and non-small cell lung cancer); tumors of the skeletal system (e.g., bone and articular cartilage of limbs, bone articular cartilage and other sites); tumors of the skin (e.g., malignant melanoma of the skin, non-melanoma skin cancer, basal cell carcinoma of skin, squamous cell carcinoma of skin, mesothelioma, Kaposi's sarcoma); and tumors involving other tissues including peripheral nerves and autonomic nervous system, connective and soft tissue, retroperitoneoum and peritoneum, eye, thyroid, adrenal gland, and other endocrine glands and related structures, secondary and unspecified malignant neoplasms of lymph nodes, secondary malignant neoplasm of respiratory and digestive systems and secondary malignant neoplasm of other sites. Thus the population of subjects described herein may be suffering from one of the above cancer types. In other embodiments, the population of subjects may be all subjects suffering from solid tumors, or all subjects suffering from liquid tumors.


Of special interest is the treatment of Non-Hodgkin's Lymphoma (NHL), clear cell Renal Cell Carcinoma (ccRCC), metastatic melanoma, sarcoma, leukemia or a cancer of the bladder, colon, brain, breast, head and neck, endometrium, lung, ovary, pancreas or prostate. In certain embodiments, the melanoma is high risk melanoma.


Cancers that can be treated using the therapy described herein may include among others cases which are refractory to treatment with other chemotherapeutics. The term “refractory, as used herein refers to a cancer (and/or metastases thereof), which shows no or only weak antiproliferative response (e.g., no or only weak inhibition of tumor growth) after treatment with another chemotherapeutic agent. These are cancers that cannot be treated satisfactorily with other chemotherapeutics. Refractory cancers encompass not only (i) cancers where one or more chemotherapeutics have already failed during treatment of a patient, but also (ii) cancers that can be shown to be refractory by other means, e.g., biopsy and culture in the presence of chemotherapeutics.


The therapy described herein is also applicable to the treatment of patients in need thereof who have not been previously treated.


The therapy described herein is also applicable where the subject has no detectable neoplasia but is at high risk for disease recurrence.


Also of special interest is the treatment of patients in need thereof who have undergone Autologous Hematopoietic Stem Cell Transplant (AHSCT), and in particular patients who demonstrate residual disease after undergoing AHSCT. The post-AHSCT setting is characterized by a low volume of residual disease, the infusion of immune cells to a situation of homeostatic expansion, and the absence of any standard relapse-delaying therapy. These features provide a unique opportunity to use the claimed neoplastic vaccine or immunogenic composition compositions to delay disease relapse.


Pharmaceutical Compositions/Methods of Delivery


The present invention is also directed to pharmaceutical compositions comprising an effective amount of one or more neoantigenic peptides as described herein (including a pharmaceutically acceptable salt, thereof), optionally in combination with a pharmaceutically acceptable carrier, excipient or additive.


When administered as a combination, the therapeutic agents (i.e. the neoantigenic peptides) can be formulated as separate compositions that are given at the same time or different times, or the therapeutic agents can be given as a single composition.


The compositions may be administered once daily, twice daily, once every two days, once every three days, once every four days, once every five days, once every six days, once every seven days, once every two weeks, once every three weeks, once every four weeks, once every two months, once every six months, or once per year. The dosing interval can be adjusted according to the needs of individual patients. For longer intervals of administration, extended release or depot formulations can be used.


The compositions of the invention can be used to treat diseases and disease conditions that are acute, and may also be used for treatment of chronic conditions. In particular, the compositions of the invention are used in methods to treat or prevent a neoplasia. In certain embodiments, the compounds of the invention are administered for time periods exceeding two weeks, three weeks, one month, two months, three months, four months, five months, six months, one year, two years, three years, four years, or five years, ten years, or fifteen years; or for example, any time period range in days, months or years in which the low end of the range is any time period between 14 days and 15 years and the upper end of the range is between 15 days and 20 years (e.g., 4 weeks and 15 years, 6 months and 20 years). In some cases, it may be advantageous for the compounds of the invention to be administered for the remainder of the patient's life. In preferred embodiments, the patient is monitored to check the progression of the disease or disorder, and the dose is adjusted accordingly. In preferred embodiments, treatment according to the invention is effective for at least two weeks, three weeks, one month, two months, three months, four months, five months, six months, one year, two years, three years, four years, or five years, ten years, fifteen years, twenty years, or for the remainder of the subject's life.


Surgical resection uses surgery to remove abnormal tissue in cancer, such as mediastinal, neurogenic, or germ cell tumors, or thymoma. In certain embodiments, administration of the composition is initiated following tumor resection. In other embodiments, administration of the neoplasia vaccine or immunogenic composition is initiated 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15 or more weeks after tumor resection. Preferably, administration of the neoplasia vaccine or immunogenic composition is initiated 4, 5, 6, 7, 8, 9, 10, 11 or 12 weeks after tumor resection.


Prime/boost regimens refer to the successive administrations of a vaccine or immunogenic or immunological compositions. In certain embodiments, administration of the neoplasia vaccine or immunogenic composition is in a prime/boost dosing regimen, for example administration of the neoplasia vaccine or immunogenic composition at weeks 1, 2, 3 or 4 as a prime and administration of the neoplasia vaccine or immunogenic composition is at months 2, 3 or 4 as a boost. In another embodiment heterologous prime-boost strategies are used to ellicit a greater cytotoxic T-cell response (see Schneider et al., Induction of CD8+ T cells using heterologous prime-boost immunisation strategies, Immunological Reviews Volume 170, Issue 1, pages 29-38, August 1999). In another embodiment DNA encoding neoantigens is used to prime followed by a protein boost. In another embodiment protein is used to prime followed by boosting with a virus encoding the neoantigen. In another embodiment a virus encoding the neoantigen is used to prime and another virus is used to boost. In another embodiment protein is used to prime and DNA is used to boost. In a preferred embodiment a DNA vaccine or immunogenic composition is used to prime a T-cell response and a recombinant viral vaccine or immunogenic composition is used to boost the response. In another preferred embodiment a viral vaccine or immunogenic composition is coadministered with a protein or DNA vaccine or immunogenic composition to act as an adjuvant for the protein or DNA vaccine or immunogenic composition. The patient can then be boosted with either the viral vaccine or immunogenic composition, protein, or DNA vaccine or immunogenic composition (see Hutchings et al., Combination of protein and viral vaccines induces potent cellular and humoral immune responses and enhanced protection from murine malaria challenge. Infect Immun. 2007 December; 75(12):5819-26. Epub 2007 Oct. 1).


The pharmaceutical compositions can be processed in accordance with conventional methods of pharmacy to produce medicinal agents for administration to patients in need thereof, including humans and other mammals.


Modifications of the neoantigenic peptides can affect the solubility, bioavailability and rate of metabolism of the peptides, thus providing control over the delivery of the active species. Solubility can be assessed by preparing the neoantigenic peptide and testing according to known methods well within the routine practitioner's skill in the art.


In certain embodiments of the pharmaceutical composition the pharmaceutically acceptable carrier comprises water. In certain embodiments, the pharmaceutically acceptable carrier further comprises dextrose. In certain embodiments, the pharmaceutically acceptable carrier further comprises dimethylsulfoxide. In certain embodiments, the pharmaceutical composition further comprises an immunomodulator or adjuvant. In certain embodiments, the immunodulator or adjuvant is selected from the group consisting of poly-ICLC, STING agonist, 1018 ISS, aluminum salts, Amplivax, AS15, BCG, CP-870,893, CpG7909, CyaA, dSLIM, GM-CSF, IC30, IC31, Imiquimod, ImuFact 1MP321, IS Patch, ISS, ISCOMATRIX, Juvlmmune, LipoVac, MF59, monophosphoryl lipid A, Montanide IMS 1312, Montanide ISA 206, Montanide ISA 50V, Montanide ISA-51, OK-432, OM-174, OM-197-MP-EC, ONTAK, PEPTEL, vector system, PLGA microparticles, resiquimod, SRL172, Virosomes and other Virus-like particles, YF-17D, VEGF trap, R848, beta-glucan, Pam3Cys, and Aquila's QS21 stimulon. In certain embodiments, the immunomodulator or adjuvant comprises poly-ICLC.


Xanthenone derivatives such as, for example, Vadimezan or AsA404 (also known as 5,6-dimethylaxanthenone-4-acetic acid (DMXAA)), may also be used as adjuvants according to embodiments of the invention. Alternatively, such derivatives may also be administered in parallel to the vaccine or immunogenic composition of the invention, for example via systemic or intratumoral delivery, to stimulate immunity at the tumor site. Without being bound by theory, it is believed that such xanthenone derivatives act by stimulating interferon (IFN) production via the stimulator of IFN gene ISTING) receptor (see e.g., Conlon et al. (2013) Mouse, but not Human STING, Binds and Signals in Response to the Vascular Disrupting Agent 5,6-Dimethylxanthenone-4-Acetic Acid, Journal of Immunology, 190:5216-25 and Kim et al. (2013) Anticancer Flavonoids are Mouse-Selective STING Agonists, 8:1396-1401).


The vaccine or immunological composition may also include an adjuvant compound chosen from the acrylic or methacrylic polymers and the copolymers of maleic anhydride and an alkenyl derivative. It is in particular a polymer of acrylic or methacrylic acid cross-linked with a polyalkenyl ether of a sugar or polyalcohol (carbomer), in particular cross-linked with an allyl sucrose or with allylpentaerythritol. It may also be a copolymer of maleic anhydride and ethylene cross-linked, for example, with divinyl ether (see U.S. Pat. No. 6,713,068 hereby incorporated by reference in its entirety).


In certain embodiments, the pH modifier can stabilize the adjuvant or immunomodulator as described herein.


In certain embodiments, a pharmaceutical composition comprises: one to five peptides, dimethylsulfoxide (DMSO), dextrose, water, succinate, poly I: poly C, poly-L-lysine, carboxymethylcellulose, and chloride. In certain embodiments, each of the one to five peptides is present at a concentration of 300 μg/ml. In certain embodiments, the pharmaceutical composition comprises ≤3% DMSO by volume. In certain embodiments, the pharmaceutical composition comprises 3.6-3.7% dextrose in water. In certain embodiments, the pharmaceutical composition comprises 3.6-3.7 mM succinate (e.g., as sodium succinate) or a salt thereof. In certain embodiments, the pharmaceutical composition comprises 0.5 mg/ml poly I: poly C. In certain embodiments, the pharmaceutical composition comprises 0.375 mg/ml poly-L-Lysine. In certain embodiments, the pharmaceutical composition comprises 1.25 mg/ml sodium carboxymethylcellulose. In certain embodiments, the pharmaceutical composition comprises 0.225% sodium chloride.


Pharmaceutical compositions comprise the herein-described tumor specific neoantigenic peptides in a therapeutically effective amount for treating diseases and conditions (e.g., a neoplasia/tumor), which have been described herein, optionally in combination with a pharmaceutically acceptable additive, carrier and/or excipient. One of ordinary skill in the art from this disclosure and the knowledge in the art will recognize that a therapeutically effective amount of one of more compounds according to the present invention may vary with the condition to be treated, its severity, the treatment regimen to be employed, the pharmacokinetics of the agent used, as well as the patient (animal or human) treated.


To prepare the pharmaceutical compositions according to the present invention, a therapeutically effective amount of one or more of the compounds according to the present invention is preferably intimately admixed with a pharmaceutically acceptable carrier according to conventional pharmaceutical compounding techniques to produce a dose. A carrier may take a wide variety of forms depending on the form of preparation desired for administration, e.g., ocular, oral, topical or parenteral, including gels, creams ointments, lotions and time released implantable preparations, among numerous others. In preparing pharmaceutical compositions in oral dosage form, any of the usual pharmaceutical media may be used. Thus, for liquid oral preparations such as suspensions, elixirs and solutions, suitable carriers and additives including water, glycols, oils, alcohols, flavoring agents, preservatives, coloring agents and the like may be used. For solid oral preparations such as powders, tablets, capsules, and for solid preparations such as suppositories, suitable carriers and additives including starches, sugar carriers, such as dextrose, mannitol, lactose and related carriers, diluents, granulating agents, lubricants, binders, disintegrating agents and the like may be used. If desired, the tablets or capsules may be enteric-coated or sustained release by standard techniques.


The active compound is included in the pharmaceutically acceptable carrier or diluent in an amount sufficient to deliver to a patient a therapeutically effective amount for the desired indication, without causing serious toxic effects in the patient treated.


Oral compositions generally include an inert diluent or an edible carrier. They may be enclosed in gelatin capsules or compressed into tablets. For the purpose of oral therapeutic administration, the active compound or its prodrug derivative can be incorporated with excipients and used in the form of tablets, troches, or capsules. Pharmaceutically compatible binding agents, and/or adjuvant materials can be included as part of the composition.


The tablets, pills, capsules, troches and the like can contain any of the following ingredients, or compounds of a similar nature: a binder such as microcrystalline cellulose, gum tragacanth or gelatin; an excipient such as starch or lactose, a dispersing agent such as alginic acid or corn starch; a lubricant such as magnesium stearate; a glidant such as colloidal silicon dioxide; a sweetening agent such as sucrose or saccharin; or a flavoring agent such as peppermint, methyl salicylate, or orange flavoring. When the dosage unit form is a capsule, it can contain, in addition to material herein discussed, a liquid carrier such as a fatty oil. In addition, dosage unit forms can contain various other materials which modify the physical form of the dosage unit, for example, coatings of sugar, shellac, or enteric agents.


Formulations of the present invention suitable for oral administration may be presented as discrete units such as capsules, cachets or tablets each containing a predetermined amount of the active ingredient as a powder or granules; as a solution or a suspension in an aqueous liquid or a non-aqueous liquid; or as an oil-in-water liquid emulsion or a water-in-oil emulsion and as a bolus, etc.


A tablet may be made by compression or molding, optionally with one or more accessory ingredients. Compressed tablets may be prepared by compressing in a suitable machine the active ingredient in a free-flowing form such as a powder or granules, optionally mixed with a binder, lubricant, inert diluent, preservative, surface-active or dispersing agent. Molded tablets may be made by molding in a suitable machine a mixture of the powdered compound moistened with an inert liquid diluent. The tablets optionally may be coated or scored and may be formulated so as to provide slow or controlled release of the active ingredient therein.


Methods of formulating such slow or controlled release compositions of pharmaceutically active ingredients, are known in the art and described in several issued US patents, some of which include, but are not limited to, U.S. Pat. Nos. 3,870,790; 4,226,859; 4,369,172; 4,842,866 and 5,705,190, the disclosures of which are incorporated herein by reference in their entireties. Coatings can be used for delivery of compounds to the intestine (see, e.g., U.S. Pat. Nos. 6,638,534, 5,541,171, 5,217,720, and 6,569,457, and references cited therein).


The active compound or pharmaceutically acceptable salt thereof may also be administered as a component of an elixir, suspension, syrup, wafer, chewing gum or the like. A syrup may contain, in addition to the active compounds, sucrose or fructose as a sweetening agent and certain preservatives, dyes and colorings and flavors.


Solutions or suspensions used for ocular, parenteral, intradermal, subcutaneous, or topical application can include the following components: a sterile diluent such as water for injection, saline solution, fixed oils, polyethylene glycols, glycerine, propylene glycol or other synthetic solvents; antibacterial agents such as benzyl alcohol or methyl parabens; antioxidants such as ascorbic acid or sodium bisulfite; chelating agents such as ethylenediaminetetraacetic acid; buffers such as acetates, citrates or phosphates; and agents for the adjustment of tonicity such as sodium chloride or dextrose.


In certain embodiments, the pharmaceutically acceptable carrier is an aqueous solvent, i.e., a solvent comprising water, optionally with additional co-solvents. Exemplary pharmaceutically acceptable carriers include water, buffer solutions in water (such as phosphate-buffered saline (PBS), and 5% dextrose in water (D5W). In certain embodiments, the aqueous solvent further comprises dimethyl sulfoxide (DMSO), e.g., in an amount of about 1-4%, or 1-3%. In certain embodiments, the pharmaceutically acceptable carrier is isotonic (i.e., has substantially the same osmotic pressure as a body fluid such as plasma).


In one embodiment, the active compounds are prepared with carriers that protect the compound against rapid elimination from the body, such as a controlled release formulation, including implants and microencapsulated delivery systems. Biodegradable, biocompatible polymers can be used, such as ethylene vinyl acetate, polyanhydrides, polyglycolic acid, collagen, polyorthoesters, polylactic acid, and polylactic-co-glycolic acid (PLGA). Methods for preparation of such formulations are within the ambit of the skilled artisan in view of this disclosure and the knowledge in the art.


A skilled artisan from this disclosure and the knowledge in the art recognizes that in addition to tablets, other dosage forms can be formulated to provide slow or controlled release of the active ingredient. Such dosage forms include, but are not limited to, capsules, granulations and gel-caps.


Liposomal suspensions may also be pharmaceutically acceptable carriers. These may be prepared according to methods known to those skilled in the art. For example, liposomal formulations may be prepared by dissolving appropriate lipid(s) in an inorganic solvent that is then evaporated, leaving behind a thin film of dried lipid on the surface of the container. An aqueous solution of the active compound are then introduced into the container. The container is then swirled by hand to free lipid material from the sides of the container and to disperse lipid aggregates, thereby forming the liposomal suspension. Other methods of preparation well known by those of ordinary skill may also be used in this aspect of the present invention.


The formulations may conveniently be presented in unit dosage form and may be prepared by conventional pharmaceutical techniques. Such techniques include the step of bringing into association the active ingredient and the pharmaceutical carrier(s) or excipient(s). In general, the formulations are prepared by uniformly and intimately bringing into association the active ingredient with liquid carriers or finely divided solid carriers or both, and then, if necessary, shaping the product.


Formulations and compositions suitable for topical administration in the mouth include lozenges comprising the ingredients in a flavored basis, usually sucrose and acacia or tragacanth; pastilles comprising the active ingredient in an inert basis such as gelatin and glycerin, or sucrose and acacia; and mouthwashes comprising the ingredient to be administered in a suitable liquid carrier.


Formulations suitable for topical administration to the skin may be presented as ointments, creams, gels and pastes comprising the ingredient to be administered in a pharmaceutical acceptable carrier. A preferred topical delivery system is a transdermal patch containing the ingredient to be administered.


Formulations for rectal administration may be presented as a suppository with a suitable base comprising, for example, cocoa butter or a salicylate.


Formulations suitable for nasal administration, wherein the carrier is a solid, include a coarse powder having a particle size, for example, in the range of 20 to 500 microns which is administered in the manner in which snuff is administered, i.e., by rapid inhalation through the nasal passage from a container of the powder held close up to the nose. Suitable formulations, wherein the carrier is a liquid, for administration, as for example, a nasal spray or as nasal drops, include aqueous or oily solutions of the active ingredient.


Formulations suitable for vaginal administration may be presented as pessaries, tampons, creams, gels, pastes, foams or spray formulations containing in addition to the active ingredient such carriers as are known in the art to be appropriate.


The parenteral preparation can be enclosed in ampoules, disposable syringes or multiple dose vials made of glass or plastic. If administered intravenously, preferred carriers include, for example, physiological saline or phosphate buffered saline (PBS).


For parenteral formulations, the carrier usually comprises sterile water or aqueous sodium chloride solution, though other ingredients including those which aid dispersion may be included. Of course, where sterile water is to be used and maintained as sterile, the compositions and carriers are also sterilized. Injectable suspensions may also be prepared, in which case appropriate liquid carriers, suspending agents and the like may be employed.


Formulations suitable for parenteral administration include aqueous and non-aqueous sterile injection solutions which may contain antioxidants, buffers, bacteriostats and solutes which render the formulation isotonic with the blood of the intended recipient; and aqueous and non-aqueous sterile suspensions which may include suspending agents and thickening agents. The formulations may be presented in unit-dose or multi-dose containers, for example, sealed ampules and vials, and may be stored in a freeze-dried (lyophilized) condition requiring only the addition of the sterile liquid carrier, for example, water for injections, immediately prior to use. Extemporaneous injection solutions and suspensions may be prepared from sterile powders, granules and tablets of the kind previously described.


Administration of the active compound may range from continuous (intravenous drip) to several oral administrations per day (for example, Q.I.D.) and may include oral, topical, eye or ocular, parenteral, intramuscular, intravenous, sub-cutaneous, transdermal (which may include a penetration enhancement agent), buccal and suppository administration, among other routes of administration, including through an eye or ocular route.


The neoplasia vaccine or immunogenic composition, and any additional agents, may be administered by injection, orally, parenterally, by inhalation spray, rectally, vaginally, or topically in dosage unit formulations containing conventional pharmaceutically acceptable carriers, adjuvants, and vehicles. The term parenteral as used herein includes, into a lymph node or nodes, subcutaneous, intravenous, intramuscular, intrasternal, infusion techniques, intraperitoneally, eye or ocular, intravitreal, intrabuccal, transdermal, intranasal, into the brain, including intracranial and intradural, into the joints, including ankles, knees, hips, shoulders, elbows, wrists, directly into tumors, and the like, and in suppository form.


In certain embodiments, the vaccine or immunogenic composition is administered intravenously or subcutaneously. Various techniques can be used for providing the subject compositions at the site of interest, such as injection, use of catheters, trocars, projectiles, pluronic gel, stents, sustained drug release polymers or other device which provides for internal access. Where an organ or tissue is accessible because of removal from the patient, such organ or tissue may be bathed in a medium containing the subject compositions, the subject compositions may be painted onto the organ, or may be applied in any convenient way.


The tumor specific neoantigenic peptides may be administered through a device suitable for the controlled and sustained release of a composition effective in obtaining a desired local or systemic physiological or pharmacological effect. The method includes positioning the sustained released drug delivery system at an area wherein release of the agent is desired and allowing the agent to pass through the device to the desired area of treatment.


The tumor specific neoantigenic peptides may be utilized in combination with at least one known other therapeutic agent, or a pharmaceutically acceptable salt of said agent. Examples of known therapeutic agents which can be used for combination therapy include, but are not limited to, corticosteroids (e.g., cortisone, prednisone, dexamethasone), non-steroidal anti-inflammatory drugs (NSAIDS) (e.g., ibuprofen, celecoxib, aspirin, indomethicin, naproxen), alkylating agents such as busulfan, cis-platin, mitomycin C, and carboplatin; antimitotic agents such as colchicine, vinblastine, paclitaxel, and docetaxel; topo I inhibitors such as camptothecin and topotecan; topo II inhibitors such as doxorubicin and etoposide; and/or RNA/DNA antimetabolites such as 5-azacytidine, 5-fluorouracil and methotrexate; DNA antimetabolites such as 5-fluoro-2′-deoxy-uridine, ara-C, hydroxyurea and thioguanine; antibodies such as HERCEPTIN and RITUXAN.


It should be understood that in addition to the ingredients particularly mentioned herein, the formulations of the present invention may include other agents conventional in the art having regard to the type of formulation in question, for example, those suitable for oral administration may include flavoring agents.


Pharmaceutically acceptable salt forms may be the preferred chemical form of compounds according to the present invention for inclusion in pharmaceutical compositions according to the present invention.


The present compounds or their derivatives, including prodrug forms of these agents, can be provided in the form of pharmaceutically acceptable salts. As used herein, the term pharmaceutically acceptable salts or complexes refers to appropriate salts or complexes of the active compounds according to the present invention which retain the desired biological activity of the parent compound and exhibit limited toxicological effects to normal cells. Nonlimiting examples of such salts are (a) acid addition salts formed with inorganic acids (for example, hydrochloric acid, hydrobromic acid, sulfuric acid, phosphoric acid, nitric acid, and the like), and salts formed with organic acids such as acetic acid, oxalic acid, tartaric acid, succinic acid, malic acid, ascorbic acid, benzoic acid, tannic acid, pamoic acid, alginic acid, and polyglutamic acid, among others; (b) base addition salts formed with metal cations such as zinc, calcium, sodium, potassium, and the like, among numerous others.


The compounds herein are commercially available or can be synthesized. As can be appreciated by the skilled artisan, further methods of synthesizing the compounds of the formulae herein is evident to those of ordinary skill in the art. Additionally, the various synthetic steps may be performed in an alternate sequence or order to give the desired compounds. Synthetic chemistry transformations and protecting group methodologies (protection and deprotection) useful in synthesizing the compounds described herein are known in the art and include, for example, those such as described in R. Larock, Comprehensive Organic Transformations, 2nd. Ed., Wiley-VCH Publishers (1999); T. W. Greene and P. G. M. Wuts, Protective Groups in Organic Synthesis, 3rd. Ed., John Wiley and Sons (1999); L. Fieser and M. Fieser, Fieser and Fieser's Reagents for Organic Synthesis, John Wiley and Sons (1999); and L. Paquette, ed., Encyclopedia of Reagents for Organic Synthesis, John Wiley and Sons (1995), and subsequent editions thereof.


The additional agents that may be included with the tumor specific neo-antigenic peptides of this invention may contain one or more asymmetric centers and thus occur as racemates and racemic mixtures, single enantiomers, individual diastereomers and diastereomeric mixtures. All such isomeric forms of these compounds are expressly included in the present invention. The compounds of this invention may also be represented in multiple tautomeric forms, in such instances, the invention expressly includes all tautomeric forms of the compounds described herein (e.g., alkylation of a ring system may result in alkylation at multiple sites, the invention expressly includes all such reaction products). All such isomeric forms of such compounds are expressly included in the present invention. All crystal forms of the compounds described herein are expressly included in the present invention.


Dosage


When the agents described herein are administered as pharmaceuticals to humans or animals, they can be given per se or as a pharmaceutical composition containing active ingredient in combination with a pharmaceutically acceptable carrier, excipient, or diluent.


Actual dosage levels and time course of administration of the active ingredients in the pharmaceutical compositions of the invention can be varied so as to obtain an amount of the active ingredient which is effective to achieve the desired therapeutic response for a particular patient, composition, and mode of administration, without being toxic to the patient. Generally, agents or pharmaceutical compositions of the invention are administered in an amount sufficient to reduce or eliminate symptoms associated with neoplasia, e.g. cancer or tumors.


A preferred dose of an agent is the maximum that a patient can tolerate and not develop serious or unacceptable side effects. Exemplary dose ranges include 0.01 mg to 250 mg per day, 0.01 mg to 100 mg per day, 1 mg to 100 mg per day, 10 mg to 100 mg per day, 1 mg to 10 mg per day, and 0.01 mg to 10 mg per day. A preferred dose of an agent is the maximum that a patient can tolerate and not develop serious or unacceptable side effects. In embodiments, the agent is administered at a concentration of about 10 micrograms to about 100 mg per kilogram of body weight per day, about 0.1 to about 10 mg/kg per day, or about 1.0 mg to about 10 mg/kg of body weight per day.


In embodiments, the pharmaceutical composition comprises an agent in an amount ranging between 1 and 10 mg, such as 1, 2, 3, 4, 5, 6, 7, 8, 9, or 10 mg.


In embodiments, the therapeutically effective dosage produces a serum concentration of an agent of from about 0.1 ng/ml to about 50-100 mg/ml. The pharmaceutical compositions 5 typically should provide a dosage of from about 0.001 mg to about 2000 mg of compound per kilogram of body weight per day. For example, dosages for systemic administration to a human patient can range from 1-10 mg/kg, 20-80 mg/kg, 5-50 mg/kg, 75-150 mg/kg, 100-500 mg/kg, 250-750 mg/kg, 500-1000 mg/kg, 1-10 mg/kg, 5-50 mg/kg, 25-75 mg/kg, 50-100 mg/kg, 100-250 mg/kg, 50-100 mg/kg, 250-500 mg/kg, 500-750 mg/kg, 750-1000 mg/kg, 1000-1500 mg/kg, 10 1500-2000 mg/kg, 5 mg/kg, 20 mg/kg, 50 mg/kg, 100 mg/kg, 500 mg/kg, 1000 mg/kg, 1500 mg/kg, or 2000 mg/kg. Pharmaceutical dosage unit forms are prepared to provide from about 1 mg to about 5000 mg, for example from about 100 to about 2500 mg of the compound or a combination of essential ingredients per dosage unit form.


In embodiments, about 50 nM to about 1 μM of an agent is administered to a subject. In related embodiments, about 50-100 nM, 50-250 nM, 100-500 nM, 250-500 nM, 250-750 nM, 500-750 nM, 500 nM to 1 μM, or 750 nM to 1 μM of an agent is administered to a subject.


Determination of an effective amount is well within the capability of those skilled in the art, especially in light of the detailed disclosure provided herein. Generally, an efficacious or effective amount of an agent is determined by first administering a low dose of the agent(s) and then incrementally increasing the administered dose or dosages until a desired effect (e.g., reduce or eliminate symptoms associated with viral infection or autoimmune disease) is observed in the treated subject, with minimal or acceptable toxic side effects. Applicable methods for determining an appropriate dose and dosing schedule for administration of a pharmaceutical composition of the present invention are described, for example, in Goodman and Gilman's The Pharmacological Basis of Therapeutics, Goodman et al., eds., 11th Edition, McGraw-Hill 2005, and Remington: The Science and Practice of Pharmacy, 20th and 21st Editions, Gennaro and University of the Sciences in Philadelphia, Eds., Lippencott Williams & Wilkins (2003 and 2005), each of which is hereby incorporated by reference.


Preferred unit dosage formulations are those containing a daily dose or unit, daily sub-dose, as herein discussed, or an appropriate fraction thereof, of the administered ingredient.


The dosage regimen for treating a disorder or a disease with the tumor specific neoantigenic peptides of this invention and/or compositions of this invention is based on a variety of factors, including the type of disease, the age, weight, sex, medical condition of the patient, the severity of the condition, the route of administration, and the particular compound employed. Thus, the dosage regimen may vary widely, but can be determined routinely using standard methods.


The amounts and dosage regimens administered to a subject can depend on a number of factors, such as the mode of administration, the nature of the condition being treated, the body weight of the subject being treated and the judgment of the prescribing physician; all such factors being within the ambit of the skilled artisan from this disclosure and the knowledge in the art.


The amount of compound included within therapeutically active formulations according to the present invention is an effective amount for treating the disease or condition. In general, a therapeutically effective amount of the present preferred compound in dosage form usually ranges from slightly less than about 0.025 mg/kg/day to about 2.5 g/kg/day, preferably about 0.1 mg/kg/day to about 100 mg/kg/day of the patient or considerably more, depending upon the compound used, the condition or infection treated and the route of administration, although exceptions to this dosage range may be contemplated by the present invention. In its most preferred form, compounds according to the present invention are administered in amounts ranging from about 1 mg/kg/day to about 100 mg/kg/day. The dosage of the compound can depend on the condition being treated, the particular compound, and other clinical factors such as weight and condition of the patient and the route of administration of the compound. It is to be understood that the present invention has application for both human and veterinary use.


For oral administration to humans, a dosage of between approximately 0.1 to 100 mg/kg/day, preferably between approximately 1 and 100 mg/kg/day, is generally sufficient.


Where drug delivery is systemic rather than topical, this dosage range generally produces effective blood level concentrations of active compound ranging from less than about 0.04 to about 400 micrograms/cc or more of blood in the patient. The compound is conveniently administered in any suitable unit dosage form, including but not limited to one containing 0.001 to 3000 mg, preferably 0.05 to 500 mg of active ingredient per unit dosage form. An oral dosage of 10-250 mg is usually convenient.


According to certain exemplary embodiments, the vaccine or immunogenic composition is administered at a dose of about 10 μg to 1 mg per neoantigenic peptide. According to certain exemplary embodiments, the vaccine or immunogenic composition is administered at an average weekly dose level of about 10 μg to 2000 μg per neoantigenic peptide.


The concentration of active compound in the drug composition will depend on absorption, distribution, inactivation, and excretion rates of the drug as well as other factors known to those of skill in the art. It is to be noted that dosage values will also vary with the severity of the condition to be alleviated. It is to be further understood that for any particular subject, specific dosage regimens should be adjusted over time according to the individual need and the professional judgment of the person administering or supervising the administration of the compositions, and that the concentration ranges set forth herein are exemplary only and are not intended to limit the scope or practice of the claimed composition. The active ingredient may be administered at once, or may be divided into a number of smaller doses to be administered at varying intervals of time.


The invention provides for pharmaceutical compositions containing at least one tumor specific neoantigen described herein. In embodiments, the pharmaceutical compositions contain a pharmaceutically acceptable carrier, excipient, or diluent, which includes any pharmaceutical agent that does not itself induce the production of an immune response harmful to a subject receiving the composition, and which may be administered without undue toxicity. As used herein, the term “pharmaceutically acceptable” means being approved by a regulatory agency of the Federal or a state government or listed in the U.S. Pharmacopia, European Pharmacopia or other generally recognized pharmacopia for use in mammals, and more particularly in humans. These compositions can be useful for treating and/or preventing viral infection and/or autoimmune disease.


A thorough discussion of pharmaceutically acceptable carriers, diluents, and other excipients is presented in Remington's Pharmaceutical Sciences (17th ed., Mack Publishing Company) and Remington: The Science and Practice of Pharmacy (21st ed., Lippincott Williams & Wilkins), which are hereby incorporated by reference. The formulation of the pharmaceutical composition should suit the mode of administration. In embodiments, the pharmaceutical composition is suitable for administration to humans, and can be sterile, non-particulate and/or non-pyrogenic.


Pharmaceutically acceptable carriers, excipients, or diluents include, but are not limited, to saline, buffered saline, dextrose, water, glycerol, ethanol, sterile isotonic aqueous buffer, and combinations thereof.


Wetting agents, emulsifiers and lubricants, such as sodium lauryl sulfate and magnesium stearate, as well as coloring agents, release agents, coating agents, sweetening, flavoring and perfuming agents, preservatives, and antioxidants can also be present in the compositions.


Examples of pharmaceutically-acceptable antioxidants include, but are not limited to: (1) water soluble antioxidants, such as ascorbic acid, cysteine hydrochloride, sodium bisulfate, sodium metabisulfite, sodium sulfite and the like; (2) oil-soluble antioxidants, such as ascorbyl palmitate, butylated hydroxyanisole (BHA), butylated hydroxytoluene (BHT), lecithin, propyl gallate, alpha-tocopherol, and the like; and (3) metal chelating agents, such as citric acid, ethylenediamine tetraacetic acid (EDTA), sorbitol, tartaric acid, phosphoric acid, and the like.


In embodiments, the pharmaceutical composition is provided in a solid form, such as a lyophilized powder suitable for reconstitution, a liquid solution, suspension, emulsion, tablet, pill, capsule, sustained release formulation, or powder.


In embodiments, the pharmaceutical composition is supplied in liquid form, for example, in a sealed container indicating the quantity and concentration of the active ingredient in the pharmaceutical composition. In related embodiments, the liquid form of the pharmaceutical composition is supplied in a hermetically sealed container.


Methods for formulating the pharmaceutical compositions of the present invention are conventional and well known in the art (see Remington and Remington's). One of skill in the art can readily formulate a pharmaceutical composition having the desired characteristics (e.g., route of administration, biosafety, and release profile).


Methods for preparing the pharmaceutical compositions include the step of bringing into association the active ingredient with a pharmaceutically acceptable carrier and, optionally, one or more accessory ingredients. The pharmaceutical compositions can be prepared by uniformly and intimately bringing into association the active ingredient with liquid carriers, or finely divided solid carriers, or both, and then, if necessary, shaping the product. Additional methodology for preparing the pharmaceutical compositions, including the preparation of multilayer dosage forms, are described in Ansel's Pharmaceutical Dosage Forms and Drug Delivery Systems (9th ed., Lippincott Williams & Wilkins), which is hereby incorporated by reference.


Pharmaceutical compositions suitable for oral administration can be in the form of capsules, cachets, pills, tablets, lozenges (using a flavored basis, usually sucrose and acacia or tragacanth), powders, granules, or as a solution or a suspension in an aqueous or non-aqueous liquid, or as an oil-in-water or water-in-oil liquid emulsion, or as an elixir or syrup, or as pastilles (using an inert base, such as gelatin and glycerin, or sucrose and acacia) and/or as mouth washes and the like, each containing a predetermined amount of a compound(s) described herein, a derivative thereof, or a pharmaceutically acceptable salt or prodrug thereof as the active ingredient(s). The active ingredient can also be administered as a bolus, electuary, or paste.


In solid dosage forms for oral administration (e.g., capsules, tablets, pills, dragees, powders, granules and the like), the active ingredient is mixed with one or more pharmaceutically acceptable carriers, excipients, or diluents, such as sodium citrate or dicalcium phosphate, and/or any of the following: (1) fillers or extenders, such as starches, lactose, sucrose, glucose, mannitol, and/or silicic acid; (2) binders, such as, for example, carboxymethylcellulose, alginates, gelatin, polyvinyl pyrrolidone, sucrose and/or acacia; (3) humectants, such as glycerol; (4) disintegrating agents, such as agar-agar, calcium carbonate, potato or tapioca starch, alginic acid, certain silicates, and sodium carbonate; (5) solution retarding agents, such as paraffin; (6) absorption accelerators, such as quaternary ammonium compounds; (7) wetting agents, such as, for example, acetyl alcohol and glycerol monostearate; (8) absorbents, such as kaolin and bentonite clay; (9) lubricants, such a talc, calcium stearate, magnesium stearate, solid polyethylene glycols, sodium lauryl sulfate, and mixtures thereof; and (10) coloring agents. In the case of capsules, tablets, and pills, the pharmaceutical compositions can also comprise buffering agents. Solid compositions of a similar type can also be prepared using fillers in soft and hard-filled gelatin capsules, and excipients such as lactose or milk sugars, as well as high molecular weight polyethylene glycols and the like.


A tablet can be made by compression or molding, optionally with one or more accessory ingredients. Compressed tablets can be prepared using binders (for example, gelatin or hydroxypropylmethyl cellulose), lubricants, inert diluents, preservatives, disintegrants (for example, sodium starch glycolate or cross-linked sodium carboxymethyl cellulose), surface-actives, and/or dispersing agents. Molded tablets can be made by molding in a suitable machine a mixture of the powdered active ingredient moistened with an inert liquid diluent.


The tablets and other solid dosage forms, such as dragees, capsules, pills, and granules, can optionally be scored or prepared with coatings and shells, such as enteric coatings and other coatings well known in the art.


In some embodiments, in order to prolong the effect of an active ingredient, it is desirable to slow the absorption of the compound from subcutaneous or intramuscular injection. This can be accomplished by the use of a liquid suspension of crystalline or amorphous material having poor water solubility. The rate of absorption of the active ingredient then depends upon its rate of dissolution which, in turn, can depend upon crystal size and crystalline form. Alternatively, delayed absorption of a parenterally-administered active ingredient is accomplished by dissolving or suspending the compound in an oil vehicle. In addition, prolonged absorption of the injectable pharmaceutical form can be brought about by the inclusion of agents that delay absorption such as aluminum monostearate and gelatin.


Controlled release parenteral compositions can be in form of aqueous suspensions, microspheres, microcapsules, magnetic microspheres, oil solutions, oil suspensions, emulsions, or the active ingredient can be incorporated in biocompatible carrier(s), liposomes, nanoparticles, implants or infusion devices.


Materials for use in the preparation of microspheres and/or microcapsules include biodegradable/bioerodible polymers such as polyglactin, poly-(isobutyl cyanoacrylate), poly(2-hydroxyethyl-L-glutamine) and poly(lactic acid).


Biocompatible carriers which can be used when formulating a controlled release parenteral formulation include carbohydrates such as dextrans, proteins such as albumin, lipoproteins or antibodies.


Materials for use in implants can be non-biodegradable, e.g., polydimethylsiloxane, or biodegradable such as, e.g., poly(caprolactone), poly(lactic acid), poly(glycolic acid) or poly(ortho esters).


In embodiments, the active ingredient(s) are administered by aerosol. This is accomplished by preparing an aqueous aerosol, liposomal preparation, or solid particles containing the compound. A nonaqueous (e.g., fluorocarbon propellant) suspension can be used. The pharmaceutical composition can also be administered using a sonic nebulizer, which would minimize exposing the agent to shear, which can result in degradation of the compound.


Ordinarily, an aqueous aerosol is made by formulating an aqueous solution or suspension of the active ingredient(s) together with conventional pharmaceutically-acceptable carriers and stabilizers. The carriers and stabilizers vary with the requirements of the particular compound, but typically include nonionic surfactants (Tweens, Pluronics, or polyethylene glycol), innocuous proteins like serum albumin, sorbitan esters, oleic acid, lecithin, amino acids such as glycine, buffers, salts, sugars or sugar alcohols. Aerosols generally are prepared from isotonic solutions.


Dosage forms for topical or transdermal administration of an active ingredient(s) includes powders, sprays, ointments, pastes, creams, lotions, gels, solutions, patches and inhalants. The active ingredient(s) can be mixed under sterile conditions with a pharmaceutically acceptable carrier, and with any preservatives, buffers, or propellants as appropriate.


Transdermal patches suitable for use in the present invention are disclosed in Transdermal Drug Delivery: Developmental Issues and Research Initiatives (Marcel Dekker Inc., 1989) and U.S. Pat. Nos. 4,743,249, 4,906,169, 5,198,223, 4,816,540, 5,422,119, 5,023,084, which are hereby incorporated by reference. The transdermal patch can also be any transdermal patch well known in the art, including transscrotal patches. Pharmaceutical compositions in such transdermal patches can contain one or more absorption enhancers or skin permeation enhancers well known in the art (see, e.g., U.S. Pat. Nos. 4,379,454 and 4,973,468, which are hereby incorporated by reference). Transdermal therapeutic systems for use in the present invention can be based on iontophoresis, diffusion, or a combination of these two effects.


Transdermal patches have the added advantage of providing controlled delivery of active ingredient(s) to the body. Such dosage forms can be made by dissolving or dispersing the active ingredient(s) in a proper medium. Absorption enhancers can also be used to increase the flux of the active ingredient across the skin. The rate of such flux can be controlled by either providing a rate controlling membrane or dispersing the active ingredient(s) in a polymer matrix or gel.


Such pharmaceutical compositions can be in the form of creams, ointments, lotions, liniments, gels, hydrogels, solutions, suspensions, sticks, sprays, pastes, plasters and other kinds of transdermal drug delivery systems. The compositions can also include pharmaceutically acceptable carriers or excipients such as emulsifying agents, antioxidants, buffering agents, preservatives, humectants, penetration enhancers, chelating agents, gel-forming agents, ointment bases, perfumes, and skin protective agents.


Examples of emulsifying agents include, but are not limited to, naturally occurring gums, e.g. gum acacia or gum tragacanth, naturally occurring phosphatides, e.g. soybean lecithin and sorbitan monooleate derivatives.


Examples of antioxidants include, but are not limited to, butylated hydroxy anisole (BHA), ascorbic acid and derivatives thereof, tocopherol and derivatives thereof, and cysteine.


Examples of preservatives include, but are not limited to, parabens, such as methyl or propyl p-hydroxybenzoate and benzalkonium chloride.


Examples of humectants include, but are not limited to, glycerin, propylene glycol, sorbitol and urea.


Examples of penetration enhancers include, but are not limited to, propylene glycol, DMSO, triethanolamine, N,N-dimethylacetamide, N,N-dimethylformamide, 2-pyrrolidone and derivatives thereof, tetrahydrofurfuryl alcohol, propylene glycol, diethylene glycol monoethyl or monomethyl ether with propylene glycol monolaurate or methyl laurate, eucalyptol, lecithin, TRANSCUTOL, and AZONE.


Examples of chelating agents include, but are not limited to, sodium EDTA, citric acid and phosphoric acid.


Examples of gel forming agents include, but are not limited to, Carbopol, cellulose derivatives, bentonite, alginates, gelatin and polyvinylpyrrolidone.


In addition to the active ingredient(s), the ointments, pastes, creams, and gels of the present invention can contain excipients, such as animal and vegetable fats, oils, waxes, paraffins, starch, tragacanth, cellulose derivatives, polyethylene glycols, silicones, bentonites, silicic acid, talc and zinc oxide, or mixtures thereof.


Powders and sprays can contain excipients such as lactose, talc, silicic acid, aluminum hydroxide, calcium silicates and polyamide powder, or mixtures of these substances. Sprays can additionally contain customary propellants, such as chlorofluorohydrocarbons, and volatile unsubstituted hydrocarbons, such as butane and propane.


Injectable depot forms are made by forming microencapsule matrices of compound(s) of the invention in biodegradable polymers such as polylactide-polyglycolide. Depending on the ratio of compound to polymer, and the nature of the particular polymer employed, the rate of compound release can be controlled. Examples of other biodegradable polymers include poly(orthoesters) and poly(anhydrides). Depot injectable formulations are also prepared by entrapping the drug in liposomes or microemulsions which are compatible with body tissue.


Subcutaneous implants are well known in the art and are suitable for use in the present invention. Subcutaneous implantation methods are preferably non-irritating and mechanically resilient. The implants can be of matrix type, of reservoir type, or hybrids thereof. In matrix type devices, the carrier material can be porous or non-porous, solid or semi-solid, and permeable or impermeable to the active compound or compounds. The carrier material can be biodegradable or may slowly erode after administration. In some instances, the matrix is non-degradable but instead relies on the diffusion of the active compound through the matrix for the carrier material to degrade. Alternative subcutaneous implant methods utilize reservoir devices where the active compound or compounds are surrounded by a rate controlling membrane, e.g., a membrane independent of component concentration (possessing zero-order kinetics). Devices consisting of a matrix surrounded by a rate controlling membrane also suitable for use.


Both reservoir and matrix type devices can contain materials such as polydimethylsiloxane, such as SILASTIC, or other silicone rubbers. Matrix materials can be insoluble polypropylene, polyethylene, polyvinyl chloride, ethylvinyl acetate, polystyrene and polymethacrylate, as well as glycerol esters of the glycerol palmitostearate, glycerol stearate, and glycerol behenate type. Materials can be hydrophobic or hydrophilic polymers and optionally contain solubilizing agents.


Subcutaneous implant devices can be slow-release capsules made with any suitable polymer, e.g., as described in U.S. Pat. Nos. 5,035,891 and 4,210,644, which are hereby incorporated by reference.


In general, at least four different approaches are applicable in order to provide rate control over the release and transdermal permeation of a drug compound. These approaches are: membrane-moderated systems, adhesive diffusion-controlled systems, matrix dispersion-type systems and microreservoir systems. It is appreciated that a controlled release percutaneous and/or topical composition can be obtained by using a suitable mixture of these approaches.


In a membrane-moderated system, the active ingredient is present in a reservoir which is totally encapsulated in a shallow compartment molded from a drug-impermeable laminate, such as a metallic plastic laminate, and a rate-controlling polymeric membrane such as a microporous or a non-porous polymeric membrane, e.g., ethylene-vinyl acetate copolymer. The active ingredient is released through the rate controlling polymeric membrane. In the drug reservoir, the active ingredient can either be dispersed in a solid polymer matrix or suspended in an unleachable, viscous liquid medium such as silicone fluid. On the external surface of the polymeric membrane, a thin layer of an adhesive polymer is applied to achieve an intimate contact of the transdermal system with the skin surface. The adhesive polymer is preferably a polymer which is hypoallergenic and compatible with the active drug substance.


In an adhesive diffusion-controlled system, a reservoir of the active ingredient is formed by directly dispersing the active ingredient in an adhesive polymer and then by, e.g., solvent casting, spreading the adhesive containing the active ingredient onto a flat sheet of substantially drug-impermeable metallic plastic backing to form a thin drug reservoir layer.


A matrix dispersion-type system is characterized in that a reservoir of the active ingredient is formed by substantially homogeneously dispersing the active ingredient in a hydrophilic or lipophilic polymer matrix. The drug-containing polymer is then molded into disc with a substantially well-defined surface area and controlled thickness. The adhesive polymer is spread along the circumference to form a strip of adhesive around the disc.


A microreservoir system can be considered as a combination of the reservoir and matrix dispersion type systems. In this case, the reservoir of the active substance is formed by first suspending the drug solids in an aqueous solution of water-soluble polymer and then dispersing the drug suspension in a lipophilic polymer to form a multiplicity of unleachable, microscopic spheres of drug reservoirs.


Any of the herein-described controlled release, extended release, and sustained release compositions can be formulated to release the active ingredient in about 30 minutes to about 1 week, in about 30 minutes to about 72 hours, in about 30 minutes to 24 hours, in about 30 minutes to 12 hours, in about 30 minutes to 6 hours, in about 30 minutes to 4 hours, and in about 3 hours to 10 hours. In embodiments, an effective concentration of the active ingredient(s) is sustained in a subject for 4 hours, 6 hours, 8 hours, 10 hours, 12 hours, 16 hours, 24 hours, 48 hours, 72 hours, or more after administration of the pharmaceutical compositions to the subject.


Vaccine or Immunogenic Compositions


The present invention is directed in some aspects to pharmaceutical compositions suitable for the prevention or treatment of cancer. In one embodiment, the composition comprises at least an immunogenic composition, e.g., a neoplasia vaccine or immunogenic composition capable of raising a specific T-cell response. The neoplasia vaccine or immunogenic composition comprises neoantigenic peptides and/or neoantigenic polypeptides corresponding to tumor specific neoantigens as described herein.


A suitable neoplasia vaccine or immunogenic composition can preferably contain a plurality of tumor specific neoantigenic peptides. In an embodiment, the vaccine or immunogenic composition can include between 1 and 100 sets of peptides, more preferably between 1 and 50 such peptides, even more preferably between 10 and 30 sets peptides, even more preferably between 15 and 25 peptides. According to another preferred embodiment, the vaccine or immunogenic composition can include at least one peptides, more preferably 2, 3, 4, or 5 peptides, In certain embodiments, the vaccine or immunogenic composition can comprise 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, or 30 different peptides.


The optimum amount of each peptide to be included in the vaccine or immunogenic composition and the optimum dosing regimen can be determined by one skilled in the art without undue experimentation. For example, the peptide or its variant may be prepared for intravenous (i.v.) injection, sub-cutaneous (s.c.) injection, intradermal (i.d.) injection, intraperitoneal (i.p.) injection, intramuscular (i.m.) injection. Preferred methods of peptide injection include s.c, i.d., i.p., i.m., and i.v. Preferred methods of DNA injection include i.d., i.m., s.c, i.p. and i.v. For example, doses of between 1 and 500 mg 50 μg and 1.5 mg, preferably 10 μg to 500 μg, of peptide or DNA may be given and can depend from the respective peptide or DNA. Doses of this range were successfully used in previous trials (Brunsvig P F, et al., Cancer Immunol Immunother. 2006; 55(12): 1553-1564; M. Staehler, et al., ASCO meeting 2007; Abstract No 3017). Other methods of administration of the vaccine or immunogenic composition are known to those skilled in the art.


In one embodiment of the present invention the different tumor specific neoantigenic peptides and/or polypeptides are selected for use in the neoplasia vaccine or immunogenic composition so as to maximize the likelihood of generating an immune attack against the neoplasias/tumors in a high proportion of subjects in the population. Without being bound by theory, it is believed that the inclusion of a diversity of tumor specific neoantigenic peptides can generate a broad scale immune attack against a neoplasia/tumor. In one embodiment, the selected tumor specific neoantigenic peptides/polypeptides are encoded by missense mutations. In a second embodiment, the selected tumor specific neoantigenic peptides/polypeptides are encoded by a combination of missense mutations and neoORF mutations. In a third embodiment, the selected tumor specific neoantigenic peptides/polypeptides are encoded by neoORF mutations.


In one embodiment in which the selected tumor specific neoantigenic peptides/polypeptides are encoded by missense mutations, the peptides and/or polypeptides are chosen based on their capability to associate with the MHC molecules of a high proportion of subjects in the population. Peptides/polypeptides derived from neoORF mutations can also be selected on the basis of their capability to associate with the MHC molecules of the patient population.


The vaccine or immunogenic composition is capable of raising a specific cytotoxic T-cells response and/or a specific helper T-cell response.


The vaccine or immunogenic composition can further comprise an adjuvant and/or a carrier. Examples of useful adjuvants and carriers are given herein. The peptides and/or polypeptides in the composition can be associated with a carrier such as, e.g., a protein or an antigen-presenting cell such as e.g. a dendritic cell (DC) capable of presenting the peptide to a T-cell.


Adjuvants are any substance whose admixture into the vaccine or immunogenic composition increases or otherwise modifies the immune response to the mutant peptide. Carriers are scaffold structures, for example a polypeptide or a polysaccharide, to which the neoantigenic peptides, is capable of being associated. Optionally, adjuvants are conjugated covalently or non-covalently to the peptides or polypeptides of the invention.


The ability of an adjuvant to increase the immune response to an antigen is typically manifested by a significant increase in immune-mediated reaction, or reduction in disease symptoms. For example, an increase in humoral immunity is typically manifested by a significant increase in the titer of antibodies raised to the antigen, and an increase in T-cell activity is typically manifested in increased cell proliferation, or cellular cytotoxicity, or cytokine secretion. An adjuvant may also alter an immune response, for example, by changing a primarily humoral or Th2 response into a primarily cellular, or Th1 response.


Suitable adjuvants include, but are not limited to 1018 ISS, aluminum salts, Amplivax, AS15, BCG, CP-870,893, CpG7909, CyaA, dSLIM, GM-CSF, IC30, IC31, Imiquimod, ImuFact 1MP321, IS Patch, ISS, ISCOMATRIX, Juvlmmune, LipoVac, MF59, monophosphoryl lipid A, Montanide IMS 1312, Montanide ISA 206, Montanide ISA 50V, Montanide ISA-51, OK-432, OM-174, OM-197-MP-EC, ONTAK, PEPTEL. vector system, PLG microparticles, resiquimod, SRL172, Virosomes and other Virus-like particles, YF-17D, VEGF trap, R848, beta-glucan, Pam3Cys, Aquila's QS21 stimulon (Aquila Biotech, Worcester, Mass., USA) which is derived from saponin, mycobacterial extracts and synthetic bacterial cell wall mimics, and other proprietary adjuvants such as Ribi's Detox. Quil or Superfos. Several immunological adjuvants (e.g., MF59) specific for dendritic cells and their preparation have been described previously (Dupuis M, et al., Cell Immunol. 1998; 186(1): 18-27; Allison A C; Dev Biol Stand. 1998; 92:3-11). Also cytokines may be used. Several cytokines have been directly linked to influencing dendritic cell migration to lymphoid tissues (e.g., TNF-alpha), accelerating the maturation of dendritic cells into efficient antigen-presenting cells for T-lymphocytes (e.g., GM-CSF, IL-1 and IL-4) (U.S. Pat. No. 5,849,589, specifically incorporated herein by reference in its entirety) and acting as immunoadjuvants (e.g., IL-12) (Gabrilovich D I, et al., J Immunother Emphasis Tumor Immunol. 1996 (6):414-418).


Toll like receptors (TLRs) may also be used as adjuvants, and are important members of the family of pattern recognition receptors (PRRs) which recognize conserved motifs shared by many micro-organisms, termed “pathogen-associated molecular patterns” (PAMPS). Recognition of these “danger signals” activates multiple elements of the innate and adaptive immune system. TLRs are expressed by cells of the innate and adaptive immune systems such as dendritic cells (DCs), macrophages, T and B cells, mast cells, and granulocytes and are localized in different cellular compartments, such as the plasma membrane, lysosomes, endosomes, and endolysosomes. Different TLRs recognize distinct PAMPS. For example, TLR4 is activated by LPS contained in bacterial cell walls, TLR9 is activated by unmethylated bacterial or viral CpG DNA, and TLR3 is activated by double stranded RNA. TLR ligand binding leads to the activation of one or more intracellular signaling pathways, ultimately resulting in the production of many key molecules associated with inflammation and immunity (particularly the transcription factor NF-κB and the Type-I interferons). TLR mediated DC activation leads to enhanced DC activation, phagocytosis, upregulation of activation and co-stimulation markers such as CD80, CD83, and CD86, expression of CCR7 allowing migration of DC to draining lymph nodes and facilitating antigen presentation to T cells, as well as increased secretion of cytokines such as type I interferons, IL-12, and IL-6. All of these downstream events are critical for the induction of an adaptive immune response.


Among the most promising cancer vaccine or immunogenic composition adjuvants currently in clinical development are the TLR9 agonist CpG and the synthetic double-stranded RNA (dsRNA) TLR3 ligand poly-ICLC. In preclinical studies poly-ICLC appears to be the most potent TLR adjuvant when compared to LPS and CpG due to its induction of pro-inflammatory cytokines and lack of stimulation of IL-10, as well as maintenance of high levels of co-stimulatory molecules in DCs1. Furthermore, poly-ICLC was recently directly compared to CpG in non-human primates (rhesus macaques) as adjuvant for a protein vaccine or immunogenic composition consisting of human papillomavirus (HPV)16 capsomers (Stahl-Hennig C, Eisenblatter M, Jasny E, et al. Synthetic double-stranded RNAs are adjuvants for the induction of T helper 1 and humoral immune responses to human papillomavirus in rhesus macaques. PLoS pathogens. April 2009; 5(4)).


CpG immuno stimulatory oligonucleotides have also been reported to enhance the effects of adjuvants in a vaccine or immunogenic composition setting. Without being bound by theory, CpG oligonucleotides act by activating the innate (non-adaptive) immune system via Toll-like receptors (TLR), mainly TLR9. CpG triggered TLR9 activation enhances antigen-specific humoral and cellular responses to a wide variety of antigens, including peptide or protein antigens, live or killed viruses, dendritic cell vaccines, autologous cellular vaccines and polysaccharide conjugates in both prophylactic and therapeutic vaccines. More importantly, it enhances dendritic cell maturation and differentiation, resulting in enhanced activation of Th1 cells and strong cytotoxic T-lymphocyte (CTL) generation, even in the absence of CD4 T-cell help. The Th1 bias induced by TLR9 stimulation is maintained even in the presence of vaccine adjuvants such as alum or incomplete Freund's adjuvant (IFA) that normally promote a Th2 bias. CpG oligonucleotides show even greater adjuvant activity when formulated or co-administered with other adjuvants or in formulations such as microparticles, nano particles, lipid emulsions or similar formulations, which are especially necessary for inducing a strong response when the antigen is relatively weak. They also accelerate the immune response and enabled the antigen doses to be reduced by approximately two orders of magnitude, with comparable antibody responses to the full-dose vaccine without CpG in some experiments (Arthur M. Krieg, Nature Reviews, Drug Discovery, 5, June 2006, 471-484). U.S. Pat. No. 6,406,705 B1 describes the combined use of CpG oligonucleotides, non-nucleic acid adjuvants and an antigen to induce an antigen-specific immune response. A commercially available CpG TLR9 antagonist is dSLIM (double Stem Loop Immunomodulator) by Mologen (Berlin, GERMANY), which is a preferred component of the pharmaceutical composition of the present invention. Other TLR binding molecules such as RNA binding TLR 7, TLR 8 and/or TLR 9 may also be used.


Other examples of useful adjuvants include, but are not limited to, chemically modified CpGs (e.g. CpR, Idera), Poly(I:C)(e.g. polyi:CI2U), non-CpG bacterial DNA or RNA as well as immunoactive small molecules and antibodies such as cyclophosphamide, sunitinib, bevacizumab, celebrex, NCX-4016, sildenafil, tadalafil, vardenafil, sorafinib, XL-999, CP-547632, pazopanib, ZD2171, AZD2171, ipilimumab, tremelimumab, and SC58175, which may act therapeutically and/or as an adjuvant. The amounts and concentrations of adjuvants and additives useful in the context of the present invention can readily be determined by the skilled artisan without undue experimentation. Additional adjuvants include colony-stimulating factors, such as Granulocyte Macrophage Colony Stimulating Factor (GM-CSF, sargramostim).


Poly-ICLC is a synthetically prepared double-stranded RNA consisting of polyI and polyC strands of average length of about 5000 nucleotides, which has been stabilized to thermal denaturation and hydrolysis by serum nucleases by the addition of polylysine and carboxymethylcellulose. The compound activates TLR3 and the RNA helicase-domain of MDA5, both members of the PAMP family, leading to DC and natural killer (NK) cell activation and production of a “natural mix” of type I interferons, cytokines, and chemokines. Furthermore, poly-ICLC exerts a more direct, broad host-targeted anti-infectious and possibly antitumor effect mediated by the two IFN-inducible nuclear enzyme systems, the 2′5′-OAS and the P1/eIF2a kinase, also known as the PKR (4-6), as well as RIG-I helicase and MDA5.


In rodents and non-human primates, poly-ICLC was shown to enhance T cell responses to viral antigens, cross-priming, and the induction of tumor-, virus-, and autoantigen-specific CD8+ T-cells. In a recent study in non-human primates, poly-ICLC was found to be essential for the generation of antibody responses and T-cell immunity to DC targeted or non-targeted HIV Gag p24 protein, emphasizing its effectiveness as a vaccine adjuvant.


In human subjects, transcriptional analysis of serial whole blood samples revealed similar gene expression profiles among the 8 healthy human volunteers receiving one single s.c. administration of poly-ICLC and differential expression of up to 212 genes between these 8 subjects versus 4 subjects receiving placebo. Remarkably, comparison of the poly-ICLC gene expression data to previous data from volunteers immunized with the highly effective yellow fever vaccine YF 17D showed that a large number of transcriptional and signal transduction canonical pathways, including those of the innate immune system, were similarly upregulated at peak time points.


More recently, an immunologic analysis was reported on patients with ovarian, fallopian tube, and primary peritoneal cancer in second or third complete clinical remission who were treated on a phase 1 study of subcutaneous vaccination with synthetic overlapping long peptides (OLP) from the cancer testis antigen NY-ESO-1 alone or with Montanide-ISA-51, or with 1.4 mg poly-ICLC and Montanide. The generation of NY-ESO-1-specific CD4+ and CD8+ T-cell and antibody responses were markedly enhanced with the addition of poly-ICLC and Montanide compared to OLP alone or OLP and Montanide.


A vaccine or immunogenic composition according to the present invention may comprise more than one different adjuvant. Furthermore, the invention encompasses a therapeutic composition comprising any adjuvant substance including any of those herein discussed. It is also contemplated that the peptide or polypeptide, and the adjuvant can be administered separately in any appropriate sequence.


A carrier may be present independently of an adjuvant. The carrier may be covalently linked to the antigen. A carrier can also be added to the antigen by inserting DNA encoding the carrier in frame with DNA encoding the antigen. The function of a carrier can for example be to confer stability, to increase the biological activity, or to increase serum half-life. Extension of the half-life can help to reduce the number of applications and to lower doses, thus are beneficial for therapeutic but also economic reasons. Furthermore, a carrier may aid presenting peptides to T-cells. The carrier may be any suitable carrier known to the person skilled in the art, for example a protein or an antigen presenting cell. A carrier protein could be but is not limited to keyhole limpet hemocyanin, serum proteins such as transferrin, bovine serum albumin, human serum albumin, thyroglobulin or ovalbumin, immunoglobulins, or hormones, such as insulin or palmitic acid. For immunization of humans, the carrier may be a physiologically acceptable carrier acceptable to humans and safe. However, tetanus toxoid and/or diptheria toxoid are suitable carriers in one embodiment of the invention. Alternatively, the carrier may be dextrans for example sepharose.


Cytotoxic T-cells (CTLs) recognize an antigen in the form of a peptide bound to an MHC molecule rather than the intact foreign antigen itself. The MHC molecule itself is located at the cell surface of an antigen presenting cell. Thus, an activation of CTLs is only possible if a trimeric complex of peptide antigen, MHC molecule, and APC is present. Correspondingly, it may enhance the immune response if not only the peptide is used for activation of CTLs, but if additionally APCs with the respective MHC molecule are added. Therefore, in some embodiments the vaccine or immunogenic composition according to the present invention additionally contains at least one antigen presenting cell.


The antigen-presenting cell (or stimulator cell) typically has an MHC class I or II molecule on its surface, and in one embodiment is substantially incapable of itself loading the MHC class I or II molecule with the selected antigen. As is described in more detail herein, the MHC class I or II molecule may readily be loaded with the selected antigen in vitro.


CD8+ cell activity may be augmented through the use of CD4+ cells. The identification of CD4 T+ cell epitopes for tumor antigens has attracted interest because many immune based therapies against cancer may be more effective if both CD8+ and CD4+T lymphocytes are used to target a patient's tumor. CD4+ cells are capable of enhancing CD8 T cell responses. Many studies in animal models have clearly demonstrated better results when both CD4+ and CD8+ T cells participate in anti-tumor responses (see e.g., Nishimura et al. (1999) Distinct role of antigen-specific T helper type 1 (TH1) and Th2 cells in tumor eradication in vivo. J Ex Med 190:617-27). Universal CD4+ T cell epitopes have been identified that are applicable to developing therapies against different types of cancer (see e.g., Kobayashi et al. (2008) Current Opinion in Immunology 20:221-27). For example, an HLA-DR restricted helper peptide from tetanus toxoid was used in melanoma vaccines to activate CD4+ T cells non-specifically (see e.g., Slingluff et al. (2007) Immunologic and Clinical Outcomes of a Randomized Phase II Trial of Two Multipeptide Vaccines for Melanoma in the Adjuvant Setting, Clinical Cancer Research 13(21):6386-95). It is contemplated within the scope of the invention that such CD4+ cells may be applicable at three levels that vary in their tumor specificity: 1) a broad level in which universal CD4+ epitopes (e.g., tetanus toxoid) may be used to augment CD8+ cells; 2) an intermediate level in which native, tumor-associated CD4+ epitopes may be used to augment CD8+ cells; and 3) a patient specific level in which neoantigen CD4+ epitopes may be used to augment CD8+ cells in a patient specific manner. Although current algorithms for predicting CD4 epitopes are limited in accuracy, it is a reasonable expectation that many long peptides containing predicted CD8 neoepitopes will also include CD4 epitopes. CD4 epitopes are longer than CD8 epitopes and typically are 10-12 amino acids in length although some can be longer (Kreiter et al, Mutant MHC Class II epitopes drive therapeutic immune responses to cancer, Nature (2015). Thus the neoantigenic epitopes described herein, either in the form of long peptides (>25 amino acids) or nucleic acids encoding such long peptides, may also boost CD4 responses in a tumor and patient-specific manner (level (3) above).


CD8+ cell immunity may also be generated with neoantigen loaded dendritic cell (DC) vaccine. DCs are potent antigen-presenting cells that initiate T cell immunity and can be used as cancer vaccines when loaded with one or more peptides of interest, for example, by direct peptide injection. For example, patients that were newly diagnosed with metastatic melanoma were shown to be immunized against 3 HLA-A*0201-restricted gp100 melanoma antigen-derived peptides with autologous peptide pulsed CD40L/IFN-g-activated mature DCs via an IL-12p70-producing patient DC vaccine (see e.g., Carreno et al (2013) L-12p70-producing patient DC vaccine elicits Tc1-polarized immunity, Journal of Clinical Investigation, 123(8):3383-94 and Ali et al. (2009) In situ regulation of DC subsets and T cells mediates tumor regression in mice, Cancer Immunotherapy, 1(8):1-10). It is contemplated within the scope of the invention that neoantigen loaded DCs may be prepared using the synthetic TLR 3 agonist Polyinosinic-Polycytidylic Acid-poly-L-lysine Carboxymethylcellulose (Poly-ICLC) to stimulate the DCs. Poly-ICLC is a potent individual maturation stimulus for human DCs as assessed by an upregulation of CD83 and CD86, induction of interleukin-12 (IL-12), tumor necrosis factor (TNF), interferon gamma-induced protein 10 (IP-10), interleukin 1 (IL-1), and type I interferons (IFN), and minimal interleukin 10 (IL-10) production. DCs may be differentiated from frozen peripheral blood mononuclear cells (PBMCs) obtained by leukapheresis, while PBMCs may be isolated by Ficoll gradient centrifugation and frozen in aliquots.


Illustratively, the following 7 day activation protocol may be used. Day 1—PBMCs are thawed and plated onto tissue culture flasks to select for monocytes which adhere to the plastic surface after 1-2 hr incubation at 37° C. in the tissue culture incubator. After incubation, the lymphocytes are washed off and the adherent monocytes are cultured for 5 days in the presence of interleukin-4 (IL-4) and granulocyte macrophage-colony stimulating factor (GM-CSF) to differentiate to immature DCs. On Day 6, immature DCs are pulsed with the keyhole limpet hemocyanin (KLH) protein which serves as a control for the quality of the vaccine and may boost the immunogenicity of the vaccine. The DCs are stimulated to mature, loaded with peptide antigens, and incubated overnight. On Day 7, the cells are washed, and frozen in 1 ml aliquots containing 4-20×10(6) cells using a controlled-rate freezer. Lot release testing for the batches of DCs may be performed to meet minimum specifications before the DCs are injected into patients (see e.g., Sabado et al. (2013) Preparation of tumor antigen-loaded mature dendritic cells for immunotherapy, J. Vis Exp. August 1; (78). doi: 10.3791/50085).


A DC vaccine may be incorporated into a scaffold system to facilitate delivery to a patient. Therapeutic treatment of a patients neoplasia with a DC vaccine may utilize a biomaterial system that releases factors that recruit host dendritic cells into the device, differentiates the resident, immature DCs by locally presenting adjuvants (e.g., danger signals) while releasing antigen, and promotes the release of activated, antigen loaded DCs to the lymph nodes (or desired site of action) where the DCs may interact with T cells to generate a potent cytotoxic T lymphocyte response to the cancer neoantigens. Implantable biomaterials may be used to generate a potent cytotoxic T lymphocyte response against a neoplasia in a patient specific manner. The biomaterial-resident dendritic cells may then be activated by exposing them to danger signals mimicking infection, in concert with release of antigen from the biomaterial. The activated dendritic cells then migrate from the biomaterials to lymph nodes to induce a cytotoxic T effector response. This approach has previously been demonstrated to lead to regression of established melanoma in preclinical studies using a lysate prepared from tumor biopsies (see e.g., Ali et al. (2209) In situ regulation of DC subsets and T cells mediates tumor regression in mice, Cancer Immunotherapy 1(8):1-10; Ali et al. (2009) Infection-mimicking materials to program dendritic cells in situ. Nat Mater 8:151-8), and such a vaccine is currently being tested in a Phase I clinical trial recently initiated at the Dana-Farber Cancer Institute. This approach has also been shown to lead to regression of glioblastoma, as well as the induction of a potent memory response to prevent relapse, using the C6 rat glioma model.24 in the current proposal. The ability of such an implantable, biomatrix vaccine delivery scaffold to amplify and sustain tumor specific dendritic cell activation may lead to more robust anti-tumor immunosensitization than can be achieved by traditional subcutaneous or intra-nodal vaccine administrations.


The present invention may include any method for loading a neoantigenic peptide onto a dendritic cell. One such method applicable to the present invention is a microfluidic intracellular delivery system. Such systems cause temporary membrane disruption by rapid mechanical deformation of human and mouse immune cells, thus allowing the intracellular delivery of biomolecules (Sharei et al., 2015, PLOS ONE).


Preferably, the antigen presenting cells are dendritic cells. Suitably, the dendritic cells are autologous dendritic cells that are pulsed with the neoantigenic peptide. The peptide may be any suitable peptide that gives rise to an appropriate T-cell response. T-cell therapy using autologous dendritic cells pulsed with peptides from a tumor associated antigen is disclosed in Murphy et al. (1996) The Prostate 29, 371-380 and Tjua et al. (1997) The Prostate 32, 272-278. In certain embodiments the dendritic cells are targeted using CD141, DEC205, or XCR1 markers. CD141+XCR1+DC's were identified as a subset that may be better suited to the induction of anti-tumor responses (Bachem et al., J. Exp. Med. 207, 1273-1281 (2010); Crozat et al., J. Exp. Med. 207, 1283-1292 (2010); and Gallois & Bhardwaj, Nature Med. 16, 854-856 (2010)).


Thus, in one embodiment of the present invention the vaccine or immunogenic composition containing at least one antigen presenting cell is pulsed or loaded with one or more peptides of the present invention. Alternatively, peripheral blood mononuclear cells (PBMCs) isolated from a patient may be loaded with peptides ex vivo and injected back into the patient. As an alternative the antigen presenting cell comprises an expression construct encoding a peptide of the present invention. The polynucleotide may be any suitable polynucleotide and it is preferred that it is capable of transducing the dendritic cell, thus resulting in the presentation of a peptide and induction of immunity.


The inventive pharmaceutical composition may be compiled so that the selection, number and/or amount of peptides present in the composition covers a high proportion of subjects in the population. The selection may be dependent on the specific type of cancer, the status of the disease, earlier treatment regimens, and, of course, the HLA-haplotypes present in the patient population.


Pharmaceutical compositions comprising the peptide of the invention may be administered to an individual already suffering from cancer. In therapeutic applications, compositions are administered to a patient in an amount sufficient to elicit an effective CTL response to the tumor antigen and to cure or at least partially arrest symptoms and/or complications. An amount adequate to accomplish this is defined as “therapeutically effective dose.” Amounts effective for this use can depend on, e.g., the peptide composition, the manner of administration, the stage and severity of the disease being treated, the weight and general state of health of the patient, and the judgment of the prescribing physician, but generally range for the initial immunization (that is for therapeutic or prophylactic administration) from about 1.0 μg to about 50,000 μg of peptide for a 70 kg patient, followed by boosting dosages or from about 1.0 μg to about 10,000 μg of peptide pursuant to a boosting regimen over weeks to months depending upon the patient's response and condition and possibly by measuring specific CTL activity in the patient's blood. It should be kept in mind that the peptide and compositions of the present invention may generally be employed in serious disease states, that is, life-threatening or potentially life threatening situations, especially when the cancer has metastasized. For therapeutic use, administration should begin as soon as possible after the detection or surgical removal of tumors. This is followed by boosting doses until at least symptoms are substantially abated and for a period thereafter.


The pharmaceutical compositions (e.g., vaccine compositions) for therapeutic treatment are intended for parenteral, topical, nasal, oral or local administration. Preferably, the pharmaceutical compositions are administered parenterally, e.g., intravenously, subcutaneously, intradermally, or intramuscularly. The compositions may be administered at the site of surgical excision to induce a local immune response to the tumor. The invention provides compositions for parenteral administration which comprise a solution of the peptides and vaccine or immunogenic compositions are dissolved or suspended in an acceptable carrier, preferably an aqueous carrier. A variety of aqueous carriers may be used, e.g., water, buffered water, 0.9% saline, 0.3% glycine, hyaluronic acid and the like. These compositions may be sterilized by conventional, well known sterilization techniques, or may be sterile filtered. The resulting aqueous solutions may be packaged for use as is, or lyophilized, the lyophilized preparation being combined with a sterile solution prior to administration. The compositions may contain pharmaceutically acceptable auxiliary substances as required to approximate physiological conditions, such as pH adjusting and buffering agents, tonicity adjusting agents, wetting agents and the like, for example, sodium acetate, sodium lactate, sodium chloride, potassium chloride, calcium chloride, sorbitan monolaurate, triethanolamine oleate, etc.


A liposome suspension containing a peptide may be administered intravenously, locally, topically, etc. in a dose which varies according to, inter alia, the manner of administration, the peptide being delivered, and the stage of the disease being treated. For targeting to the immune cells, a ligand, such as, e.g., antibodies or fragments thereof specific for cell surface determinants of the desired immune system cells, can be incorporated into the liposome.


For solid compositions, conventional or nanoparticle nontoxic solid carriers may be used which include, for example, pharmaceutical grades of mannitol, lactose, starch, magnesium stearate, sodium saccharin, talcum, cellulose, glucose, sucrose, magnesium carbonate, and the like. For oral administration, a pharmaceutically acceptable nontoxic composition is formed by incorporating any of the normally employed excipients, such as those carriers previously listed, and generally 10-95% of active ingredient, that is, one or more peptides of the invention, and more preferably at a concentration of 25%-75%.


For aerosol administration, the immunogenic peptides are preferably supplied in finely divided form along with a surfactant and propellant. Typical percentages of peptides are 0.01%-20% by weight, preferably 1%-10%. The surfactant can, of course, be nontoxic, and preferably soluble in the propellant. Representative of such agents are the esters or partial esters of fatty acids containing from 6 to 22 carbon atoms, such as caproic, octanoic, lauric, palmitic, stearic, linoleic, linolenic, olesteric and oleic acids with an aliphatic polyhydric alcohol or its cyclic anhydride. Mixed esters, such as mixed or natural glycerides may be employed. The surfactant may constitute 0.1%-20%, by weight of the composition, preferably 0.25-5%. The balance of the composition is ordinarily propellant. A carrier can also be included as desired, as with, e.g., lecithin for intranasal delivery.


The peptides and polypeptides of the invention can be readily synthesized chemically utilizing reagents that are free of contaminating bacterial or animal substances (Merrifield RB: Solid phase peptide synthesis. I. The synthesis of a tetrapeptide. J. Am. Chem. Soc. 85:2149-54, 1963).


The peptides and polypeptides of the invention can also be expressed by a vector, e.g., a nucleic acid molecule as herein-discussed, e.g., RNA or a DNA plasmid, a viral vector such as a poxvirus, e.g., orthopox virus, avipox virus, or adenovirus, AAV or lentivirus. This approach involves the use of a vector to express nucleotide sequences that encode the peptide of the invention. Upon introduction into an acutely or chronically infected host or into a noninfected host, the vector expresses the immunogenic peptide, and thereby elicits a host CTL response.


For therapeutic or immunization purposes, nucleic acids encoding the peptide of the invention and optionally one or more of the peptides described herein can also be administered to the patient. A number of methods are conveniently used to deliver the nucleic acids to the patient. For instance, the nucleic acid can be delivered directly, as “naked DNA”. This approach is described, for instance, in Wolff et al., Science 247: 1465-1468 (1990) as well as U.S. Pat. Nos. 5,580,859 and 5,589,466. The nucleic acids can also be administered using ballistic delivery as described, for instance, in U.S. Pat. No. 5,204,253. Particles comprised solely of DNA can be administered. Alternatively, DNA can be adhered to particles, such as gold particles. Generally, a plasmid for a vaccine or immunological composition can comprise DNA encoding an antigen (e.g., one or more neoantigens) operatively linked to regulatory sequences which control expression or expression and secretion of the antigen from a host cell, e.g., a mammalian cell; for instance, from upstream to downstream, DNA for a promoter, such as a mammalian virus promoter (e.g., a CMV promoter such as an hCMV or mCMV promoter, e.g., an early-intermediate promoter, or an SV40 promoter—see documents cited or incorporated herein for useful promoters), DNA for a eukaryotic leader peptide for secretion (e.g., tissue plasminogen activator), DNA for the neoantigen(s), and DNA encoding a terminator (e.g., the 3′ UTR transcriptional terminator from the gene encoding Bovine Growth Hormone or bGH polyA). A composition can contain more than one plasmid or vector, whereby each vector contains and expresses a different neoantigen. Mention is also made of Wasmoen U.S. Pat. No. 5,849,303, and Dale U.S. Pat. No. 5,811,104, whose text may be useful. DNA or DNA plasmid formulations can be formulated with or inside cationic lipids; and, as to cationic lipids, as well as adjuvants, mention is also made of Loosmore U.S. Patent Application 2003/0104008. Also, teachings in Audonnet U.S. Pat. Nos. 6,228,846 and 6,159,477 may be relied upon for DNA plasmid teachings that can be employed in constructing and using DNA plasmids that contain and express in vivo.


The nucleic acids can also be delivered complexed to cationic compounds, such as cationic lipids. Lipid-mediated gene delivery methods are described, for instance, in WO1996/18372; WO 1993/24640; Mannino & Gould-Fogerite, BioTechniques 6(7): 682-691 (1988); U.S. Pat. No. 5,279,833; WO 1991/06309; and Feigner et al., Proc. Natl. Acad. Sci. USA 84: 7413-7414 (1987).


RNA encoding the peptide of interest (e.g., mRNA) can also be used for delivery (see, e.g., Kiken et al, 2011; Su et al, 2011; see also U.S. Pat. No. 8,278,036; Halabi et al. J Clin Oncol (2003) 21:1232-1237; Petsch et al, Nature Biotechnology 2012 Dec. 7; 30(12):1210-6).


Viral vectors as described herein can also be used to deliver the neoantigenic peptides of the invention. Vectors can be administered so as to have in vivo expression and response akin to doses and/or responses elicited by antigen administration.


A preferred means of administering nucleic acids encoding the peptide of the invention uses minigene constructs encoding multiple epitopes. To create a DNA sequence encoding the selected CTL epitopes (minigene) for expression in human cells, the amino acid sequences of the epitopes are reverse translated. A human codon usage table is used to guide the codon choice for each amino acid. These epitope-encoding DNA sequences are directly adjoined, creating a continuous polypeptide sequence. To optimize expression and/or immunogenicity, additional elements can be incorporated into the minigene design. Examples of amino acid sequence that could be reverse translated and included in the minigene sequence include: helper T lymphocyte, epitopes, a leader (signal) sequence, and an endoplasmic reticulum retention signal. In addition, MHC presentation of CTL epitopes may be improved by including synthetic (e.g. poly-alanine) or naturally-occurring flanking sequences adjacent to the CTL epitopes.


The minigene sequence is converted to DNA by assembling oligonucleotides that encode the plus and minus strands of the minigene. Overlapping oligonucleotides (30-100 bases long) are synthesized, phosphorylated, purified and annealed under appropriate conditions using well known techniques. The ends of the oligonucleotides are joined using T4 DNA ligase. This synthetic minigene, encoding the CTL epitope polypeptide, can then cloned into a desired expression vector.


Standard regulatory sequences well known to those of skill in the art are included in the vector to ensure expression in the target cells. Several vector elements are required: a promoter with a down-stream cloning site for minigene insertion; a polyadenylation signal for efficient transcription termination; an E. coli origin of replication; and an E. coli selectable marker (e.g. ampicillin or kanamycin resistance). Numerous promoters can be used for this purpose, e.g., the human cytomegalovirus (hCMV) promoter. See, U.S. Pat. Nos. 5,580,859 and 5,589,466 for other suitable promoter sequences.


Additional vector modifications may be desired to optimize minigene expression and immunogenicity. In some cases, introns are required for efficient gene expression, and one or more synthetic or naturally-occurring introns could be incorporated into the transcribed region of the minigene. The inclusion of mRNA stabilization sequences can also be considered for increasing minigene expression. It has recently been proposed that immuno stimulatory sequences (ISSs or CpGs) play a role in the immunogenicity of DNA′ vaccines. These sequences could be included in the vector, outside the minigene coding sequence, if found to enhance immunogenicity.


In some embodiments, a bicistronic expression vector, to allow production of the minigene-encoded epitopes and a second protein included to enhance or decrease immunogenicity can be used. Examples of proteins or polypeptides that could beneficially enhance the immune response if co-expressed include cytokines (e.g., IL2, IL12, GM-CSF), cytokine-inducing molecules (e.g. LeIF) or costimulatory molecules. Helper (HTL) epitopes could be joined to intracellular targeting signals and expressed separately from the CTL epitopes. This would allow direction of the HTL epitopes to a cell compartment different than the CTL epitopes. If required, this could facilitate more efficient entry of HTL epitopes into the MHC class II pathway, thereby improving CTL induction. In contrast to CTL induction, specifically decreasing the immune response by co-expression of immunosuppressive molecules (e.g. TGF-β) may be beneficial in certain diseases.


Once an expression vector is selected, the minigene is cloned into the polylinker region downstream of the promoter. This plasmid is transformed into an appropriate E. coli strain, and DNA is prepared using standard techniques. The orientation and DNA sequence of the minigene, as well as all other elements included in the vector, are confirmed using restriction mapping and DNA sequence analysis. Bacterial cells harboring the correct plasmid can be stored as a master cell bank and a working cell bank.


Purified plasmid DNA can be prepared for injection using a variety of formulations. The simplest of these is reconstitution of lyophilized DNA in sterile phosphate-buffer saline (PBS). A variety of methods have been described, and new techniques may become available. As noted herein, nucleic acids are conveniently formulated with cationic lipids. In addition, glycolipids, fusogenic liposomes, peptides and compounds referred to collectively as protective, interactive, non-condensing (PINC) could also be complexed to purified plasmid DNA to influence variables such as stability, intramuscular dispersion, or trafficking to specific organs or cell types.


Target cell sensitization can be used as a functional assay for expression and MHC class I presentation of minigene-encoded CTL epitopes. The plasmid DNA is introduced into a mammalian cell line that is suitable as a target for standard CTL chromium release assays. The transfection method used is dependent on the final formulation. Electroporation can be used for “naked” DNA, whereas cationic lipids allow direct in vitro transfection. A plasmid expressing green fluorescent protein (GFP) can be co-transfected to allow enrichment of transfected cells using fluorescence activated cell sorting (FACS). These cells are then chromium-51 labeled and used as target cells for epitope-specific CTL lines. Cytolysis, detected by 51 Cr release, indicates production of MHC presentation of mini gene-encoded CTL epitopes.


In vivo immunogenicity is a second approach for functional testing of minigene DNA formulations. Transgenic mice expressing appropriate human MHC molecules are immunized with the DNA product. The dose and route of administration are formulation dependent (e.g. IM for DNA in PBS, IP for lipid-complexed DNA). Twenty-one days after immunization, splenocytes are harvested and restimulated for 1 week in the presence of peptides encoding each epitope being tested. These effector cells (CTLs) are assayed for cytolysis of peptide-loaded, chromium-51 labeled target cells using standard techniques. Lysis of target cells sensitized by MHC loading of peptides corresponding to minigene-encoded epitopes demonstrates DNA vaccine function for in vivo induction of CTLs.


Peptides may be used to elicit CTL ex vivo, as well. The resulting CTL, can be used to treat chronic tumors in patients in need thereof that do not respond to other conventional forms of therapy, or does not respond to a peptide vaccine approach of therapy. Ex vivo CTL responses to a particular tumor antigen are induced by incubating in tissue culture the patient's CTL precursor cells (CTLp) together with a source of antigen-presenting cells (APC) and the appropriate peptide. After an appropriate incubation time (typically 1-4 weeks), in which the CTLp are activated and mature and expand into effector CTL, the cells are infused back into the patient, where they destroy their specific target cell (i.e., a tumor cell). In order to optimize the in vitro conditions for the generation of specific cytotoxic T cells, the culture of stimulator cells are maintained in an appropriate serum-free medium.


Prior to incubation of the stimulator cells with the cells to be activated, e.g., precursor CD8+ cells, an amount of antigenic peptide is added to the stimulator cell culture, of sufficient quantity to become loaded onto the human Class I molecules to be expressed on the surface of the stimulator cells. In the present invention, a sufficient amount of peptide is an amount that allows about 200, and preferably 200 or more, human Class I MHC molecules loaded with peptide to be expressed on the surface of each stimulator cell. Preferably, the stimulator cells are incubated with >2 μg/ml peptide. For example, the stimulator cells are incubates with >3, 4, 5, 10, 15, or more μg/ml peptide.


Resting or precursor CD8+ cells are then incubated in culture with the appropriate stimulator cells for a time period sufficient to activate the CD8+ cells. Preferably, the CD8+ cells are activated in an antigen-specific manner. The ratio of resting or precursor CD8+(effector) cells to stimulator cells may vary from individual to individual and may further depend upon variables such as the amenability of an individual's lymphocytes to culturing conditions and the nature and severity of the disease condition or other condition for which the within-described treatment modality is used. Preferably, however, the lymphocyte: stimulator cell ratio is in the range of about 30:1 to 300:1. The effector/stimulator culture may be maintained for as long a time as is necessary to stimulate a therapeutically useable or effective number of CD8+ cells.


The induction of CTL in vitro requires the specific recognition of peptides that are bound to allele specific MHC class I molecules on APC. The number of specific MHC/peptide complexes per APC is crucial for the stimulation of CTL, particularly in primary immune responses. While small amounts of peptide/MHC complexes per cell are sufficient to render a cell susceptible to lysis by CTL, or to stimulate a secondary CTL response, the successful activation of a CTL precursor (pCTL) during primary response requires a significantly higher number of MHC/peptide complexes. Peptide loading of empty major histocompatability complex molecules on cells allows the induction of primary cytotoxic T lymphocyte responses.


Since mutant cell lines do not exist for every human MHC allele, it is advantageous to use a technique to remove endogenous MHC-associated peptides from the surface of APC, followed by loading the resulting empty MHC molecules with the immunogenic peptides of interest. The use of non-transformed (non-tumorigenic), noninfected cells, and preferably, autologous cells of patients as APC is desirable for the design of CTL induction protocols directed towards development of ex vivo CTL therapies. This application discloses methods for stripping the endogenous MHC-associated peptides from the surface of APC followed by the loading of desired peptides.


A stable MHC class I molecule is a trimeric complex formed of the following elements: 1) a peptide usually of 8-10 residues, 2) a transmembrane heavy polymorphic protein chain which bears the peptide-binding site in its a1 and a2 domains, and 3) a non-covalently associated non-polymorphic light chain, p2microglobuiin. Removing the bound peptides and/or dissociating the p2microglobulin from the complex renders the MHC class I molecules nonfunctional and unstable, resulting in rapid degradation. All MHC class I molecules isolated from PBMCs have endogenous peptides bound to them. Therefore, the first step is to remove all endogenous peptides bound to MHC class I molecules on the APC without causing their degradation before exogenous peptides can be added to them.


Two possible ways to free up MHC class I molecules of bound peptides include lowering the culture temperature from 37° C. to 26° C. overnight to destablize p2microglobulin and stripping the endogenous peptides from the cell using a mild acid treatment. The methods release previously bound peptides into the extracellular environment allowing new exogenous peptides to bind to the empty class I molecules. The cold-temperature incubation method enables exogenous peptides to bind efficiently to the MHC complex, but requires an overnight incubation at 26° C. which may slow the cell's metabolic rate. It is also likely that cells not actively synthesizing MHC molecules (e.g., resting PBMC) would not produce high amounts of empty surface MHC molecules by the cold temperature procedure.


Harsh acid stripping involves extraction of the peptides with trifluoroacetic acid, pH 2, or acid denaturation of the immunoaffinity purified class I-peptide complexes. These methods are not feasible for CTL induction, since it is important to remove the endogenous peptides while preserving APC viability and an optimal metabolic state which is critical for antigen presentation. Mild acid solutions of pH 3 such as glycine or citrate-phosphate buffers have been used to identify endogenous peptides and to identify tumor associated T cell epitopes. The treatment is especially effective, in that only the MHC class I molecules are destabilized (and associated peptides released), while other surface antigens remain intact, including MHC class II molecules. Most importantly, treatment of cells with the mild acid solutions do not affect the cell's viability or metabolic state. The mild acid treatment is rapid since the stripping of the endogenous peptides occurs in two minutes at 4° C. and the APC is ready to perform its function after the appropriate peptides are loaded. The technique is utilized herein to make peptide-specific APCs for the generation of primary antigen-specific CTL. The resulting APC are efficient in inducing peptide-specific CD8+CTL.


Activated CD8+ cells may be effectively separated from the stimulator cells using one of a variety of known methods. For example, monoclonal antibodies specific for the stimulator cells, for the peptides loaded onto the stimulator cells, or for the CD8+ cells (or a segment thereof) may be utilized to bind their appropriate complementary ligand. Antibody-tagged molecules may then be extracted from the stimulator-effector cell admixture via appropriate means, e.g., via well-known immunoprecipitation or immunoassay methods.


Effective, cytotoxic amounts of the activated CD8+ cells can vary between in vitro and in vivo uses, as well as with the amount and type of cells that are the ultimate target of these killer cells. The amount can also vary depending on the condition of the patient and should be determined via consideration of all appropriate factors by the practitioner. Preferably, however, about 1×106 to about 1×1012, more preferably about 1×108 to about 1×1011, and even more preferably, about 1×109 to about 1×1010 activated CD8+ cells are utilized for adult humans, compared to about 5×106-5×107 cells used in mice.


Preferably, as discussed herein, the activated CD8+ cells are harvested from the cell culture prior to administration of the CD8+ cells to the individual being treated. It is important to note, however, that unlike other present and proposed treatment modalities, the present method uses a cell culture system that is not tumorigenic. Therefore, if complete separation of stimulator cells and activated CD8+ cells are not achieved, there is no inherent danger known to be associated with the administration of a small number of stimulator cells, whereas administration of mammalian tumor-promoting cells may be extremely hazardous.


Methods of re-introducing cellular components are known in the art and include procedures such as those exemplified in U.S. Pat. No. 4,844,893 to Honsik, et al. and U.S. Pat. No. 4,690,915 to Rosenberg. For example, administration of activated CD8+ cells via intravenous infusion is appropriate.


The practice of the present invention employs, unless otherwise indicated, conventional techniques of molecular biology (including recombinant techniques), microbiology, cell biology, biochemistry and immunology, which are well within the purview of the skilled artisan. Such techniques are explained fully in the literature, such as, “Molecular Cloning: A Laboratory Manual”, second edition (Sambrook, 1989); “Oligonucleotide Synthesis” (Gait, 1984); “Animal Cell Culture” (Freshney, 1987); “Methods in Enzymology” “Handbook of Experimental Immunology” (Wei, 1996); “Gene Transfer Vectors for Mammalian Cells” (Miller and Calos, 1987); “Current Protocols in Molecular Biology” (Ausubel, 1987); “PCR: The Polymerase Chain Reaction”, (Mullis, 1994); “Current Protocols in Immunology” (Coligan, 1991). These techniques are applicable to the production of the polynucleotides and polypeptides of the invention, and, as such, may be considered in making and practicing the invention. Particularly useful techniques for particular embodiments are discussed in the sections that follow.


Therapeutic Methods


The present invention provides methods of inducing a neoplasia/tumor specific immune response in a subject, vaccinating against a neoplasia/tumor, treating and or alleviating a symptom of cancer in a subject by administering the subject a plurality of neoantigenic peptides or composition of the invention.


According to the invention, the herein-described neoplasia vaccine or immunogenic composition may be used for a patient that has been diagnosed as having cancer, or at risk of developing cancer.


The claimed combination of the invention is administered in an amount sufficient to induce a CTL response.


Additional Therapies


The tumor specific neoantigen peptides and pharmaceutical compositions described herein can also be administered in a combination therapy with another agent, for example a therapeutic agent. In certain embodiments, the additional agents can be, but are not limited to, chemotherapeutic agents, anti-angiogenesis agents and agents that reduce immune-suppression.


The neoplasia vaccine or immunogenic composition can be administered before, during, or after administration of the additional agent. In embodiments, the neoplasia vaccine or immunogenic composition is administered before the first administration of the additional agent. In other embodiments, the neoplasia vaccine or immunogenic composition is administered after the first administration of the additional therapeutic agent (e.g., 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14 days or more). In embodiments, the neoplasia vaccine or immunogenic composition is administered simultaneously with the first administration of the additional therapeutic agent.


The therapeutic agent is for example, a chemotherapeutic or biotherapeutic agent, radiation, or immunotherapy. Any suitable therapeutic treatment for a particular cancer may be administered. Examples of chemotherapeutic and biotherapeutic agents include, but are not limited to, an angiogenesis inhibitor, such ashydroxy angiostatin K1-3, DL-α-Difluoromethyl-ornithine, endostatin, fumagillin, genistein, minocycline, staurosporine, and thalidomide; a DNA intercaltor/cross-linker, such as Bleomycin, Carboplatin, Carmustine, Chlorambucil, Cyclophosphamide, cis-Diammineplatinum(II) dichloride (Cisplatin), Melphalan, Mitoxantrone, and Oxaliplatin; a DNA synthesis inhibitor, such as (±)-Amethopterin (Methotrexate), 3-Amino-1,2,4-benzotriazine 1,4-dioxide, Aminopterin, Cytosine β-D-arabinofuranoside, 5-Fluoro-5′-deoxyuridine, 5-Fluorouracil, Ganciclovir, Hydroxyurea, and Mitomycin C; a DNA-RNA transcription regulator, such as Actinomycin D, Daunorubicin, Doxorubicin, Homoharringtonine, and Idarubicin; an enzyme inhibitor, such as S(+)-Camptothecin, Curcumin, (−)-Deguelin, 5,6-Dichlorobenzimidazole 1-β-D-ribofuranoside, Etoposide, Formestane, Fostriecin, Hispidin, 2-Imino-1-imidazoli-dineacetic acid (Cyclocreatine), Mevinolin, Trichostatin A, Tyrphostin AG 34, and Tyrphostin AG 879; a gene regulator, such as 5-Aza-2′-deoxycytidine, 5-Azacytidine, Cholecalciferol (Vitamin D3), 4-Hydroxytamoxifen, Melatonin, Mifepristone, Raloxifene, all trans-Retinal (Vitamin A aldehyde), Retinoic acid all trans (Vitamin A acid), 9-cis-Retinoic Acid, 13-cis-Retinoic acid, Retinol (Vitamin A), Tamoxifen, and Troglitazone; a microtubule inhibitor, such as Colchicine, docetaxel, Dolastatin 15, Nocodazole, Paclitaxel, Podophyllotoxin, Rhizoxin, Vinblastine, Vincristine, Vindesine, and Vinorelbine (Navelbine); and an unclassified therapeutic agent, such as 17-(Allylamino)-17-demethoxygeldanamycin, 4-Amino-1,8-naphthalimide, Apigenin, Brefeldin A, Cimetidine, Dichloromethylene-diphosphonic acid, Leuprolide (Leuprorelin), Luteinizing Hormone-Releasing Hormone, Pifithrin-α, Rapamycin, Sex hormone-binding globulin, Thapsigargin, and Urinary trypsin inhibitor fragment (Bikunin). The therapeutic agent may be altretamine, amifostine, asparaginase, capecitabine, cladribine, cisapride, cytarabine, dacarbazine (DTIC), dactinomycin, dronabinol, epoetin alpha, filgrastim, fludarabine, gemcitabine, granisetron, ifosfamide, irinotecan, lansoprazole, levamisole, leucovorin, megestrol, mesna, metoclopramide, mitotane, omeprazole, ondansetron, pilocarpine, prochloroperazine, or topotecan hydrochloride. The therapeutic agent may be a monoclonal antibody or small molecule such as rituximab (Rituxan®), alemtuzumab (Campath®), Bevacizumab (Avastin®), Cetuximab (Erbitux®), panitumumab (Vectibix®), and trastuzumab (Herceptin®), Vemurafenib (Zelboraf@) imatinib mesylate (Gleevec®), erlotinib (Tarceva®), gefitinib (Iressa®), Vismodegib (Erivedge™), 90Y-ibritumomab tiuxetan, 131I-tositumomab, ado-trastuzumab emtansine, lapatinib (Tykerb®), pertuzumab (Perjeta™), ado-trastuzumab emtansine (Kadcyla™), regorafenib (Stivarga®), sunitinib (Sutent®), Denosumab (Xgeva®), sorafenib (Nexavar®), pazopanib (Votrient®), axitinib (Inlyta®), dasatinib (Sprycel®), nilotinib (Tasigna®), bosutinib (Bosulif®), ofatumumab (Arzerra®), obinutuzumab (Gazyva™), ibrutinib (Imbruvica™), idelalisib (Zydelig®), crizotinib (Xalkori®), erlotinib (Tarceva®), afatinib dimaleate (Gilotrif®), ceritinib (LDK378/Zykadia), Tositumomab and 131I-tositumomab (Bexxar®), ibritumomab tiuxetan (Zevalin®), brentuximab vedotin (Adcetris®), bortezomib (Velcade®), siltuximab (Sylvant™), trametinib (Mekinist®), dabrafenib (Tafinlar®), pembrolizumab (Keytruda®), carfilzomib (Kyprolis®), Ramucirumab (Cyramza™), Cabozantinib (Cometriq™), vandetanib (Caprelsa®), Optionally, the therapeutic agent is a neoantigen. The therapeutic agent may be a cytokine such as interferons (INFs), interleukins (ILs), or hematopoietic growth factors. The therapeutic agent may be INF-α, IL-2, Aldesleukin, IL-2, Erythropoietin, Granulocyte-macrophage colony-stimulating factor (GM-CSF) or granulocyte colony-stimulating factor. The therapeutic agent may be a targeted therapy such as toremifene (Fareston®), fulvestrant (Faslodex®), anastrozole (Arimidex®), exemestane (Aromasin®), letrozole (Femara®), ziv-aflibercept (Zaltrap®), Alitretinoin (Panretin®), temsirolimus (Torisel®), Tretinoin (Vesanoid®), denileukin diftitox (Ontak®), vorinostat (Zolinza®), romidepsin (Istodax®), bexarotene (Targretin®), pralatrexate (Folotyn®), lenaliomide (Revlimid®), belinostat (Beleodaq™), lenaliomide (Revlimid®), pomalidomide (Pomalyst®), Cabazitaxel (Jevtana®), enzalutamide (Xtandi®), abiraterone acetate (Zytiga®), radium 223 chloride (Xofigo®), or everolimus (Afinitor®). Additionally, the therapeutic agent may be an epigenetic targeted drug such as HDAC inhibitors, kinase inhibitors, DNA methyltransferase inhibitors, histone demethylase inhibitors, or histone methylation inhibitors. The epigenetic drugs may be Azacitidine (Vidaza), Decitabine (Dacogen), Vorinostat (Zolinza), Romidepsin (Istodax), or Ruxolitinib (Jakafi). For prostate cancer treatment, a preferred chemotherapeutic agent with which anti-CTLA-4 can be combined is paclitaxel (TAXOL).


In certain embodiments, the one or more additional agents are one or more anti-glucocorticoid-induced tumor necrosis factor family receptor (GITR) agonistic antibodies. GITR is a costimulatory molecule for T lymphocytes, modulates innate and adaptive immune system and has been found to participate in a variety of immune responses and inflammatory processes. GITR was originally described by Nocentini et al. after being cloned from dexamethasone-treated murine T cell hybridomas (Nocentini et al. Proc Natl Acad Sci USA 94:6216-6221.1997). Unlike CD28 and CTLA-4, GITR has a very low basal expression on naive CD4+ and CD8+ T cells (Ronchetti et al. Eur J Immunol 34:613-622. 2004). The observation that GITR stimulation has immunostimulatory effects in vitro and induced autoimmunity in vivo prompted the investigation of the antitumor potency of triggering this pathway. A review of Modulation Of Ctla 4 And Gitr For Cancer Immunotherapy can be found in Cancer Immunology and Immunotherapy (Avogadri et al. Current Topics in Microbiology and Immunology 344. 2011). Other agents that can contribute to relief of immune suppression include checkpoint inhibitors targeted at another member of the CD28/CTLA4 Ig superfamily such as BTLA, LAG3, ICOS, PDL1 or KIR (Page et a, Annual Review of Medicine 65:27 (2014)). In further additional embodiments, the checkpoint inhibitor is targeted at a member of the TNFR superfamily such as CD40, OX40, CD137, GITR, CD27 or TIM-3. In some cases targeting a checkpoint inhibitor is accomplished with an inhibitory antibody or similar molecule. In other cases, it is accomplished with an agonist for the target; examples of this class include the stimulatory targets OX40 and GITR.


In certain embodiments, the one or more additional agents are synergistic in that they increase immunogenicity after treatment. In one embodiment the additional agent allows for lower toxicity and/or lower discomfort due to lower doses of the additional therapeutic agents or any components of the combination therapy described herein. In another embodiment the additional agent results in longer lifespan due to increased effectiveness of the combination therapy described herein. Chemotherapeutic treatments that enhance the immunological response in a patient have been reviewed (Zitvogel et al., Immunological aspects of cancer chemotherapy. Nat Rev Immunol. 2008 January; 8(1):59-73). Additionally, chemotherapeutic agents can be administered safely with immunotherapy without inhibiting vaccine specific T-cell responses (Perez et al., A new era in anticancer peptide vaccines. Cancer May 2010). In one embodiment the additional agent is administered to increase the efficacy of the therapy described herein. In one embodiment the additional agent is a chemotherapy treatment. In one embodiment low doses of chemotherapy potentiate delayed-type hypersensitivity (DTH) responses. In one embodiment the chemotherapy agent targets regulatory T-cells. In one embodiment cyclophosphamide is the therapeutic agent. In one embodiment cyclophosphamide is administered prior to vaccination. In one embodiment cyclophosphamide is administered as a single dose before vaccination (Walter et al., Multipeptide immune response to cancer vaccine IMA901 after single-dose cyclophosphamide associates with longer patient survival. Nature Medicine; 18:8 2012). In another embodiment, cyclophosphamide is administered according to a metronomic program, where a daily dose is administered for one month (Ghiringhelli et al., Metronomic cyclophosphamide regimen selectively depletes CD4+CD25+ regulatory T cells and restores T and NK effector functions in end stage cancer patients. Cancer Immunol Immunother 2007 56:641-648). In another embodiment taxanes are administered before vaccination to enhance T-cell and NK-cell functions (Zitvogel et al., 2008). In another embodiment a low dose of a chemotherapeutic agent is administered with the therapy described herein. In one embodiment the chemotherapeutic agent is estramustine. In one embodiment the cancer is hormone resistant prostate cancer. A ≥50% decrease in serum prostate specific antigen (PSA) was seen in 8.7% of advanced hormone refractory prostate cancer patients by personalized vaccination alone, whereas such a decrease was seen in 54% of patients when the personalized vaccination was combined with a low dose of estramustine (Itoh et al., Personalized peptide vaccines: A new therapeutic modality for cancer. Cancer Sci 2006; 97: 970-976). In another embodiment glucocorticoids are administered with or before the therapy described herein (Zitvogel et al., 2008). In another embodiment glucocorticoids are administered after the therapy described herein. In another embodiment Gemcitabine is administered before, simultaneously, or after the therapy described herein to enhance the frequency of tumor specific CTL precursors (Zitvogel et al., 2008). In another embodiment 5-fluorouracil is administered with the therapy described herein as synergistic effects were seen with a peptide based vaccine (Zitvogel et al., 2008). In another embodiment an inhibitor of Braf, such as Vemurafenib, is used as an additional agent. Braf inhibition has been shown to be associated with an increase in melanoma antigen expression and T-cell infiltrate and a decrease in immunosuppressive cytokines in tumors of treated patients (Frederick et al., BRAF inhibition is associated with enhanced melanoma antigen expression and a more favorable tumor microenvironment in patients with metastatic melanoma. Clin Cancer Res. 2013; 19:1225-1231). In another embodiment an inhibitor of tyrosine kinases is used as an additional agent. In one embodiment the tyrosine kinase inhibitor is used before vaccination with the therapy described herein. In one embodiment the tyrosine kinase inhibitor is used simultaneously with the therapy described herein. In another embodiment the tyrosine kinase inhibitor is used to create a more immune permissive environment. In another embodiment the tyrosine kinase inhibitor is sunitinib or imatinib mesylate. It has previously been shown that favorable outcomes could be achieved with sequential administration of continuous daily dosing of sunitinib and recombinant vaccine (Farsaci et al., Consequence of dose scheduling of sunitinib on host immune response elements and vaccine combination therapy. Int J Cancer; 130: 1948-1959). Sunitinib has also been shown to reverse type-1 immune suppression using a daily dose of 50 mg/day (Finke et al., Sunitinib Reverses Type-1 Immune Suppression and Decreases T-Regulatory Cells in Renal Cell Carcinoma Patients. Clin Cancer Res 2008; 14(20)). In another embodiment targeted therapies are administered in combination with the therapy described herein. Doses of targeted therapies has been described previously (Alvarez, Present and future evolution of advanced breast cancer therapy. Breast Cancer Research 2010, 12(Suppl 2):S1). In another embodiment temozolomide is administered with the therapy described herein. In one embodiment temozolomide is administered at 200 mg/day for 5 days every fourth week of a combination therapy with the therapy described herein. Results of a similar strategy have been shown to have low toxicity (Kyte et al., Telomerase Peptide Vaccination Combined with Temozolomide: A Clinical Trial in Stage IV Melanoma Patients. Clin Cancer Res; 17(13) 2011). In another embodiment the therapy is administered with an additional therapeutic agent that results in lymphopenia. In one embodiment the additional agent is temozolomide. An immune response can still be induced under these conditions (Sampson et al., Greater chemotherapy-induced lymphopenia enhances tumor-specific immune responses that eliminate EGFRvIII-expressing tumor cells in patients with glioblastoma. Neuro-Oncology 13(3):324-333, 2011).


Patients in need thereof may receive a series of priming vaccinations with a mixture of tumor-specific peptides. Additionally, over a 4 week period the priming may be followed by two boosts during a maintenance phase. All vaccinations are subcutaneously delivered. The vaccine or immunogenic composition is evaluated for safety, tolerability, immune response and clinical effect in patients and for feasibility of producing vaccine or immunogenic composition and successfully initiating vaccination within an appropriate time frame. The first cohort can consist of 5 patients, and after safety is adequately demonstrated, an additional cohort of 10 patients may be enrolled. Peripheral blood is extensively monitored for peptide-specific T-cell responses and patients are followed for up to two years to assess disease recurrence.


Administering a Combination Therapy Consistent with Standard of Care


In another aspect, the therapy described herein provides selecting the appropriate point to administer a combination therapy in relation to and within the standard of care for the cancer being treated for a patient in need thereof. The studies described herein show that the combination therapy can be effectively administered even within the standard of care that includes surgery, radiation, or chemotherapy. The standards of care for the most common cancers can be found on the website of National Cancer Institute (www.cancer.gov/cancertopics). The standard of care is the current treatment that is accepted by medical experts as a proper treatment for a certain type of disease and that is widely used by healthcare professionals. Standard or care is also called best practice, standard medical care, and standard therapy. Standards of Care for cancer generally include surgery, lymph node removal, radiation, chemotherapy, targeted therapies, antibodies targeting the tumor, and immunotherapy. Immunotherapy can include checkpoint blockers (CBP), chimeric antigen receptors (CARs), and adoptive T-cell therapy. The combination therapy described herein can be incorporated within the standard of care. The combination therapy described herein may also be administered where the standard of care has changed due to advances in medicine.


Incorporation of the combination therapy described herein may depend on a treatment step in the standard of care that can lead to activation of the immune system. Treatment steps that can activate and function synergistically with the combination therapy have been described herein. The therapy can be advantageously administered simultaneously or after a treatment that activates the immune system.


Incorporation of the combination therapy described herein may depend on a treatment step in the standard of care that causes the immune system to be suppressed. Such treatment steps may include irradiation, high doses of alkylating agents and/or methotrexate, steroids such as glucosteroids, surgery, such as to remove the lymph nodes, imatinib mesylate, high doses of TNF, and taxanes (Zitvogel et al., 2008). The combination therapy may be administered before such steps or may be administered after.


In one embodiment the combination therapy may be administered after bone marrow transplants and peripheral blood stem cell transplantation. Bone marrow transplantation and peripheral blood stem cell transplantation are procedures that restore stem cells that were destroyed by high doses of chemotherapy and/or radiation therapy. After being treated with high-dose anticancer drugs and/or radiation, the patient receives harvested stem cells, which travel to the bone marrow and begin to produce new blood cells. A “mini-transplant” uses lower, less toxic doses of chemotherapy and/or radiation to prepare the patient for transplant. A “tandem transplant” involves two sequential courses of high-dose chemotherapy and stem cell transplant. In autologous transplants, patients receive their own stem cells. In syngeneic transplants, patients receive stem cells from their identical twin. In allogeneic transplants, patients receive stem cells from their brother, sister, or parent. A person who is not related to the patient (an unrelated donor) also may be used. In some types of leukemia, the graft-versus-tumor (GVT) effect that occurs after allogeneic BMT and PBSCT is crucial to the effectiveness of the treatment. GVT occurs when white blood cells from the donor (the graft) identify the cancer cells that remain in the patient's body after the chemotherapy and/or radiation therapy (the tumor) as foreign and attack them. Immunotherapy with the combination therapy described herein can take advantage of this by vaccinating after a transplant. Additionally, the transferred cells may be presented with neoantigens of the combination therapy described herein before transplantation.


In one embodiment the combination therapy is administered to a patient in need thereof with a cancer that requires surgery. In one embodiment the combination therapy described herein is administered to a patient in need thereof in a cancer where the standard of care is primarily surgery followed by treatment to remove possible micro-metastases, such as breast cancer. Breast cancer is commonly treated by various combinations of surgery, radiation therapy, chemotherapy, and hormone therapy based on the stage and grade of the cancer. Adjuvant therapy for breast cancer is any treatment given after primary therapy to increase the chance of long-term survival. Neoadjuvant therapy is treatment given before primary therapy. Adjuvant therapy for breast cancer is any treatment given after primary therapy to increase the chance of long-term disease-free survival. Primary therapy is the main treatment used to reduce or eliminate the cancer. Primary therapy for breast cancer usually includes surgery, a mastectomy (removal of the breast) or a lumpectomy (surgery to remove the tumor and a small amount of normal tissue around it; a type of breast-conserving surgery). During either type of surgery, one or more nearby lymph nodes are also removed to see if cancer cells have spread to the lymphatic system. When a woman has breast-conserving surgery, primary therapy almost always includes radiation therapy. Even in early-stage breast cancer, cells may break away from the primary tumor and spread to other parts of the body (metastasize). Therefore, doctors give adjuvant therapy to kill any cancer cells that may have spread, even if they cannot be detected by imaging or laboratory tests.


In one embodiment the combination therapy is administered consistent with the standard of care for Ductal carcinoma in situ (DCIS). The standard of care for this breast cancer type is:


1. Breast-conserving surgery and radiation therapy with or without tamoxifen.


2. Total mastectomy with or without tamoxifen.


3. Breast-conserving surgery without radiation therapy.


The combination therapy may be administered before breast conserving surgery or total mastectomy to shrink the tumor before surgery. In another embodiment the combination therapy can be administered as an adjuvant therapy to remove any remaining cancer cells. In another embodiment patients diagnosed with stage I, II, IIIA, and Operable IIIC breast cancer are treated with the combination therapy as described herein. The standard of care for this breast cancer type is:


1. Local-regional treatment:

    • Breast-conserving therapy (lumpectomy, breast radiation, and surgical staging of the axilla).
    • Modified radical mastectomy (removal of the entire breast with level I-II axillary dissection) with or without breast reconstruction.
    • Sentinel node biopsy.


2. Adjuvant radiation therapy postmastectomy in axillary node-positive tumors:

    • For one to three nodes: unclear role for regional radiation (infra/supraclavicular nodes, internal mammary nodes, axillary nodes, and chest wall).
    • For more than four nodes or extranodal involvement: regional radiation is advised.


3. Adjuvant systemic therapy


In one embodiment the combination therapy is administered as a neoadjuvant therapy to shrink the tumor. In another embodiment the combination is administered as an adjuvant systemic therapy.


In another embodiment patients diagnosed with inoperable stage IIIB or IIIC or inflammatory breast cancer are treated with the combination therapy as described herein. The standard of care for this breast cancer type is:


1. Multimodality therapy delivered with curative intent is the standard of care for patients with clinical stage IIIB disease.


2. Initial surgery is generally limited to biopsy to permit the determination of histology, estrogen-receptor (ER) and progesterone-receptor (PR) levels, and human epidermal growth factor receptor 2 (HER2/neu) overexpression. Initial treatment with anthracycline-based chemotherapy and/or taxane-based therapy is standard. For patients who respond to neoadjuvant chemotherapy, local therapy may consist of total mastectomy with axillary lymph node dissection followed by postoperative radiation therapy to the chest wall and regional lymphatics. Breast-conserving therapy can be considered in patients with a good partial or complete response to neoadjuvant chemotherapy. Subsequent systemic therapy may consist of further chemotherapy. Hormone therapy should be administered to patients whose tumors are ER-positive or unknown. All patients should be considered candidates for clinical trials to evaluate the most appropriate fashion in which to administer the various components of multimodality regimens.


In one embodiment the combination therapy is administered as part of the various components of multimodality regimens. In another embodiment the combination therapy is administered before, simultaneously with, or after the multimodality regimens. In another embodiment the combination therapy is administered based on synergism between the modalities. In another embodiment the combination therapy is administered after treatment with anthracycline-based chemotherapy and/or taxane-based therapy (Zitvogel et al., 2008). Treatment after administering the combination therapy may negatively affect dividing effector T-cells. The combination therapy may also be administered after radiation.


In another embodiment the combination therapy described herein is used in the treatment in a cancer where the standard of care is primarily not surgery and is primarily based on systemic treatments, such as Chronic Lymphocytic Leukemia (CLL).


In another embodiment patients diagnosed with stage I, II, III, and IV Chronic Lymphocytic Leukemia are treated with the combination therapy as described herein. The standard of care for this cancer type is:


1. Observation in asymptomatic or minimally affected patients


2. Rituximab


3. Ofatumomab


4. Oral alkylating agents with or without corticosteroids


5. Fludarabine, 2-chlorodeoxyadenosine, or pentostatin


6. Bendamustine


7. Lenalidomide


8. Combination chemotherapy.

    • combination chemotherapy regimens include the following:
      • Fludarabine plus cyclophosphamide plus rituximab.
      • Fludarabine plus rituximab as seen in the CLB-9712 and CLB-9011 trials.
      • Fludarabine plus cyclophosphamide versus fludarabine plus cyclophosphamide plus rituximab.
      • Pentostatin plus cyclophosphamide plus rituximab as seen in the MAYO-MC0183 trial, for example.
      • Ofatumumab plus fludarabine plus cyclophosphamide.
      • CVP: cyclophosphamide plus vincristine plus prednisone.
      • CHOP: cyclophosphamide plus doxorubicin plus vincristine plus prednisone.
      • Fludarabine plus cyclophosphamide versus fludarabine as seen in the E2997 trial [NCT00003764] and the LRF-CLL4 trial, for example.
      • Fludarabine plus chlorambucil as seen in the CLB-9011 trial, for example.


9. Involved-field radiation therapy.


10. Alemtuzumab


11. Bone marrow and peripheral stem cell transplantations are under clinical evaluation.


12. Ibrutinib


In one embodiment the combination therapy is administered before, simultaneously with or after treatment with Rituximab or Ofatumomab. As these are monoclonal antibodies that target B-cells, treatment with the combination therapy may be synergistic. In another embodiment the combination therapy is administered after treatment with oral alkylating agents with or without corticosteroids, and Fludarabine, 2-chlorodeoxyadenosine, or pentostatin, as these treatments may negatively affect the immune system if administered before. In one embodiment bendamustine is administered with the combination therapy in low doses based on the results for prostate cancer described herein. In one embodiment the combination therapy is administered after treatment with bendamustine.


In another embodiment, therapies targeted to specific recurrent mutations in genes that include extracellular domains are used in the treatment of a patient in need thereof suffering from cancer. The genes may advantageously be well-expressed genes. Well expressed may be expressed in “transcripts per million” (TPM). A TPM greater than 100 is considered well expressed. Well expressed genes may be FGFR3, ERBB3, EGFR, MUC4, PDGFRA, MMP12, TMEM52, and PODXL. The therapies may be a ligand capable of binding to an extracellular neoantigen epitope. Such ligands are well known in the art and may include therapeutic antibodies or fragments thereof, antibody-drug conjugates, engineered T cells, or aptamers. Engineered T cells may be chimeric antigen receptors (CARs). Antibodies may be fully humanized, humanized, or chimeric. The antibody fragments may be a nanobody, Fab, Fab′, (Fab′)2, Fv, ScFv, diabody, triabody, tetrabody, Bis-scFv, minibody, Fab2, or Fab3 fragment. Antibodies may be developed against tumor-specific neoepitopes using known methods in the art.


Adoptive Cell Transfer (ACT)


Aspects of the invention involve the adoptive transfer of immune system cells, such as T cells, specific for selected antigens, such as tumor associated antigens (see Maus et al., 2014, Adoptive Immunotherapy for Cancer or Viruses, Annual Review of Immunology, Vol. 32: 189-225; Rosenberg and Restifo, 2015, Adoptive cell transfer as personalized immunotherapy for human cancer, Science Vol. 348 no. 6230 pp. 62-68; Restifo et al., 2015, Adoptive immunotherapy for cancer: harnessing the T cell response. Nat. Rev. Immunol. 12(4): 269-281; and Jenson and Riddell, 2014, Design and implementation of adoptive therapy with chimeric antigen receptor-modified T cells. Immunol Rev. 257(1): 127-144). Various strategies may for example be employed to genetically modify T cells by altering the specificity of the T cell receptor (TCR) for example by introducing new TCR α and β chains with selected peptide specificity (see U.S. Pat. No. 8,697,854; PCT Patent Publications: WO2003020763, WO2004033685, WO2004044004, WO2005114215, WO2006000830, WO2008038002, WO2008039818, WO2004074322, WO2005113595, WO2006125962, WO2013166321, WO2013039889, WO2014018863, WO2014083173; U.S. Pat. No. 8,088,379).


As an alternative to, or addition to, TCR modifications, chimeric antigen receptors (CARs) may be used in order to generate immunoresponsive cells, such as T cells, specific for selected targets, such as malignant cells, with a wide variety of receptor chimera constructs having been described (see U.S. Pat. Nos. 5,843,728; 5,851,828; 5,912,170; 6,004,811; 6,284,240; 6,392,013; 6,410,014; 6,753,162; 8,211,422; and, PCT Publication WO9215322). Alternative CAR constructs may be characterized as belonging to successive generations. First-generation CARs typically consist of a single-chain variable fragment of an antibody specific for an antigen, for example comprising a VL linked to a VH of a specific antibody, linked by a flexible linker, for example by a CD8α hinge domain and a CD8α transmembrane domain, to the transmembrane and intracellular signaling domains of either CD3ζ or FcRγ (scFv-CD3ζ or scFv-FcRγ; see U.S. Pat. Nos. 7,741,465; 5,912,172; 5,906,936). Second-generation CARs incorporate the intracellular domains of one or more costimulatory molecules, such as CD28, OX40 (CD134), or 4-1BB (CD137) within the endodomain (for example scFv-CD28/OX40/4-1BB-CD3ζ; see U.S. Pat. Nos. 8,911,993; 8,916,381; 8,975,071; 9,101,584; 9,102,760; 9,102,761). Third-generation CARs include a combination of costimulatory endodomains, such a CD3 ζ-chain, CD97, GDI 1a-CD18, CD2, ICOS, CD27, CD154, CDS, OX40, 4-1BB, or CD28 signaling domains (for example scFv-CD28-4-1BB-CD3ζ or scFv-CD28-OX40-CD3 see U.S. Pat. Nos. 8,906,682; 8,399,645; 5,686,281; PCT Publication No. WO2014134165; PCT Publication No. WO2012079000). Alternatively, costimulation may be orchestrated by expressing CARs in antigen-specific T cells, chosen so as to be activated and expanded following engagement of their native αβTCR, for example by antigen on professional antigen-presenting cells, with attendant costimulation. In addition, additional engineered receptors may be provided on the immunoresponsive cells, for example to improve targeting of a T-cell attack and/or minimize side effects.


Alternative techniques may be used to transform target immunoresponsive cells, such as protoplast fusion, lipofection, transfection or electroporation. A wide variety of vectors may be used, such as retroviral vectors, lentiviral vectors, adenoviral vectors, adeno-associated viral vectors, plasmids or transposons, such as a Sleeping Beauty transposon (see U.S. Pat. Nos. 6,489,458; 7,148,203; 7,160,682; 7,985,739; 8,227,432), may be used to introduce CARs, for example using 2nd generation antigen-specific CARs signaling through CD3 and either CD28 or CD137. Viral vectors may for example include vectors based on HIV, SV40, EBV, HSV or BPV.


Cells that are targeted for transformation may for example include T cells, Natural Killer (NK) cells, cytotoxic T lymphocytes (CTL), regulatory T cells, human embryonic stem cells, tumor-infiltrating lymphocytes (TIL) or a pluripotent stem cell from which lymphoid cells may be differentiated. T cells expressing a desired CAR may for example be selected through co-culture with γ-irradiated activating and propagating cells (AaPC), which co-express the cancer antigen and co-stimulatory molecules. The engineered CAR T-cells may be expanded, for example by co-culture on AaPC in presence of soluble factors, such as IL-2 and IL-21. This expansion may for example be carried out so as to provide memory CAR+ T cells (which may for example be assayed by non-enzymatic digital array and/or multi-panel flow cytometry). In this way, CAR T cells may be provided that have specific cytotoxic activity against antigen-bearing tumors (optionally in conjunction with production of desired chemokines such as interferon-γ). CAR T cells of this kind may for example be used in animal models, for example to treat tumor xenografts.


Approaches such as the foregoing may be adapted to provide methods of treating and/or increasing survival of a subject having a disease, such as a neoplasia, for example by administering an effective amount of an immunoresponsive cell comprising an antigen recognizing receptor that binds a selected antigen, wherein the binding activates the immunoreponsive cell, thereby treating or preventing the disease (such as a neoplasia, a pathogen infection, an autoimmune disorder, or an allogeneic transplant reaction).


In one embodiment, the treatment can be administrated into patients undergoing an immunosuppressive treatment. The cells or population of cells, may be made resistant to at least one immunosuppressive agent due to the inactivation of a gene encoding a receptor for such immunosuppressive agent. Not being bound by a theory, the immunosuppressive treatment should help the selection and expansion of the immunoresponsive or T cells according to the invention within the patient.


The administration of the cells or population of cells according to the present invention may be carried out in any convenient manner, including by aerosol inhalation, injection, ingestion, transfusion, implantation or transplantation. The cells or population of cells may be administered to a patient subcutaneously, intradermally, intratumorally, intranodally, intramedullary, intramuscularly, by intravenous or intralymphatic injection, or intraperitoneally. In one embodiment, the cell compositions of the present invention are preferably administered by intravenous injection.


The administration of the cells or population of cells can consist of the administration of 104-109 cells per kg body weight, preferably 105 to 106 cells/kg body weight including all integer values of cell numbers within those ranges. Dosing in CAR T cell therapies may for example involve administration of from 106 to 109 cells/kg, with or without a course of lymphodepletion, for example with cyclophosphamide. The cells or population of cells can be administrated in one or more doses. In another embodiment, the effective amount of cells are administrated as a single dose. In another embodiment, the effective amount of cells are administrated as more than one dose over a period time. Timing of administration is within the judgment of managing physician and depends on the clinical condition of the patient. The cells or population of cells may be obtained from any source, such as a blood bank or a donor. While individual needs vary, determination of optimal ranges of effective amounts of a given cell type for a particular disease or conditions are within the skill of one in the art. An effective amount means an amount which provides a therapeutic or prophylactic benefit. The dosage administrated will be dependent upon the age, health and weight of the recipient, kind of concurrent treatment, if any, frequency of treatment and the nature of the effect desired.


In another embodiment, the effective amount of cells or composition comprising those cells are administrated parenterally. The administration can be an intravenous administration. The administration can be directly done by injection within a tumor.


To guard against possible adverse reactions, engineered immunoresponsive cells may be equipped with a transgenic safety switch, in the form of a transgene that renders the cells vulnerable to exposure to a specific signal. For example, the herpes simplex viral thymidine kinase (TK) gene may be used in this way, for example by introduction into allogeneic T lymphocytes used as donor lymphocyte infusions following stem cell transplantation (Greco, et al., Improving the safety of cell therapy with the TK-suicide gene. Front. Pharmacol. 2015; 6: 95). In such cells, administration of a nucleoside prodrug such as ganciclovir or acyclovir causes cell death. Alternative safety switch constructs include inducible caspase 9, for example triggered by administration of a small-molecule dimerizer that brings together two nonfunctional icasp9 molecules to form the active enzyme. A wide variety of alternative approaches to implementing cellular proliferation controls have been described (see U.S. Patent Publication No. 20130071414; PCT Patent Publication WO2011146862; PCT Patent Publication WO2014011987; PCT Patent Publication WO2013040371; Zhou et al. BLOOD, 2014, 123/25:3895-3905; Di Stasi et al., The New England Journal of Medicine 2011; 365:1673-1683; Sadelain M, The New England Journal of Medicine 2011; 365:1735-173; Ramos et al., Stem Cells 28(6): 1107-15 (2010)).


In a further refinement of adoptive therapies, genome editing may be used to tailor immunoresponsive cells to alternative implementations, for example providing edited CAR T cells (see Poirot et al., 2015, Multiplex genome edited T-cell manufacturing platform for “off-the-shelf” adoptive T-cell immunotherapies, Cancer Res 75 (18): 3853). Cells may be edited using any DNA targeting protein, including, but not limited to a CRISPR system, Zinc Finger binding protein, TALE or TALEN as known in the art. DNA targeting proteins may be delivered to an immune cell by any method known in the art. In preferred embodiments, cells are edited ex vivo and transferred to a subject in need thereof. Immunoresponsive cells, CAR T cells or any cells used for adoptive cell transfer may be edited. Editing may be performed to eliminate potential alloreactive T-cell receptors (TCR), disrupt the target of a chemotherapeutic agent, block an immune checkpoint, activate a T cell, and/or increase the differentiation and/or proliferation of functionally exhausted or dysfunctional CD8+ T-cells (see PCT Patent Publications: WO2013176915, WO2014059173, WO2014172606, WO2014184744, and WO2014191128). Editing may result in inactivation of a gene.


By inactivating a gene it is intended that the gene of interest is not expressed in a functional protein form. In a particular embodiment, the CRISPR system specifically catalyzes cleavage in one targeted gene thereby inactivating said targeted gene. The nucleic acid strand breaks caused are commonly repaired through the distinct mechanisms of homologous recombination or non-homologous end joining (NHEJ). However, NHEJ is an imperfect repair process that often results in changes to the DNA sequence at the site of the cleavage. Repair via non-homologous end joining (NHEJ) often results in small insertions or deletions (Indel) and can be used for the creation of specific gene knockouts. Cells in which a cleavage induced mutagenesis event has occurred can be identified and/or selected by well-known methods in the art.


T cell receptors (TCR) are cell surface receptors that participate in the activation of T cells in response to the presentation of antigen. The TCR is generally made from two chains, α and β, which assemble to form a heterodimer and associates with the CD3-transducing subunits to form the T cell receptor complex present on the cell surface. Each α and β chain of the TCR consists of an immunoglobulin-like N-terminal variable (V) and constant (C) region, a hydrophobic transmembrane domain, and a short cytoplasmic region. As for immunoglobulin molecules, the variable region of the α and β chains are generated by V(D)J recombination, creating a large diversity of antigen specificities within the population of T cells. However, in contrast to immunoglobulins that recognize intact antigen, T cells are activated by processed peptide fragments in association with an MHC molecule, introducing an extra dimension to antigen recognition by T cells, known as MHC restriction. Recognition of MHC disparities between the donor and recipient through the T cell receptor leads to T cell proliferation and the potential development of graft versus host disease (GVHD). The inactivation of TCRα or TCRβ can result in the elimination of the TCR from the surface of T cells preventing recognition of alloantigen and thus GVHD. However, TCR disruption generally results in the elimination of the CD3 signaling component and alters the means of further T cell expansion.


Allogeneic cells are rapidly rejected by the host immune system. It has been demonstrated that, allogeneic leukocytes present in non-irradiated blood products will persist for no more than 5 to 6 days (Boni, Muranski et al. 2008 Blood 1; 112(12):4746-54). Thus, to prevent rejection of allogeneic cells, the host's immune system usually has to be suppressed to some extent. However, in the case of adoptive cell transfer the use of immunosuppressive drugs also have a detrimental effect on the introduced therapeutic T cells. Therefore, to effectively use an adoptive immunotherapy approach in these conditions, the introduced cells would need to be resistant to the immunosuppressive treatment. Thus, in a particular embodiment, the present invention further comprises a step of modifying T cells to make them resistant to an immunosuppressive agent, preferably by inactivating at least one gene encoding a target for an immunosuppressive agent. An immunosuppressive agent is an agent that suppresses immune function by one of several mechanisms of action. An immunosuppressive agent can be, but is not limited to a calcineurin inhibitor, a target of rapamycin, an interleukin-2 receptor α-chain blocker, an inhibitor of inosine monophosphate dehydrogenase, an inhibitor of dihydrofolic acid reductase, a corticosteroid or an immunosuppressive antimetabolite. The present invention allows conferring immunosuppressive resistance to T cells for immunotherapy by inactivating the target of the immunosuppressive agent in T cells. As non-limiting examples, targets for an immunosuppressive agent can be a receptor for an immunosuppressive agent such as: CD52, glucocorticoid receptor (GR), a FKBP family gene member and a cyclophilin family gene member.


Immune checkpoints are inhibitory pathways that slow down or stop immune reactions and prevent excessive tissue damage from uncontrolled activity of immune cells. In certain embodiments, the immune checkpoint targeted is the programmed death-1 (PD-1 or CD279) gene (PDICDI). In other embodiments, the immune checkpoint targeted is cytotoxic T-lymphocyte-associated antigen (CTLA-4). In additional embodiments, the immune checkpoint targeted is another member of the CD28 and CTLA4 Ig superfamily such as BTLA, LAG3, ICOS, PDL1 or KIR. In further additional embodiments, the immune checkpoint targeted is a member of the TNFR superfamily such as CD40, OX40, CD137, GITR, CD27 or TIM-3.


Additional immune checkpoints include Src homology 2 domain-containing protein tyrosine phosphatase 1 (SHP-1) (Watson H A, et al., SHP-1: the next checkpoint target for cancer immunotherapy? Biochem Soc Trans. 2016 Apr. 15; 44(2):356-62). SHP-1 is a widely expressed inhibitory protein tyrosine phosphatase (PTP). In T-cells, it is a negative regulator of antigen-dependent activation and proliferation. It is a cytosolic protein, and therefore not amenable to antibody-mediated therapies, but its role in activation and proliferation makes it an attractive target for genetic manipulation in adoptive transfer strategies, such as chimeric antigen receptor (CAR) T cells. Immune checkpoints may also include T cell immunoreceptor with Ig and ITIM domains (TIGIT/Vstm3/WUCAM/VSIG9) and VISTA (Le Mercier I, et al., (2015) Beyond CTLA-4 and PD-1, the generation Z of negative checkpoint regulators. Front. Immunol. 6:418).


WO2014172606 relates to the use of MT1 and/or MT1 inhibitors to increase proliferation and/or activity of exhausted CD8+ T-cells and to decrease CD8+ T-cell exhaustion (e.g., decrease functionally exhausted or unresponsive CD8+ immune cells). In certain embodiments, metallothioneins are targeted by gene editing in adoptively transferred T cells.


In certain embodiments, targets of gene editing may be at least one targeted locus involved in the expression of an immune checkpoint protein. Such targets may include, but are not limited to CTLA4, PPP2CA, PPP2CB, PTPN6, PTPN22, PDCD1, ICOS (CD278), PDL1, KIR, LAG3, HAVCR2, BTLA, CD160, TIGIT, CD96, CRTAM, LAIR1, SIGLEC7, SIGLEC9, CD244 (2B4), TNFRSF10B, TNFRSF10A, CASP8, CASP10, CASP3, CASP6, CASP7, FADD, FAS, TGFBRII, TGFRBRI, SMAD2, SMAD3, SMAD4, SMAD10, SKI, SKIL, TGIF1, IL10RA, IL10RB, HMOX2, IL6R, IL6ST, EIF2AK4, CSK, PAG1, SIT1, FOXP3, PRDM1, BATF, VISTA, GUCY1A2, GUCY1A3, GUCY1B2, GUCY1B3, MT1, MT2, CD40, OX40, CD137, GITR, CD27, SHP-1 or TIM-3. In preferred embodiments, the gene locus involved in the expression of PD-1 or CTLA-4 genes is targeted. In other preferred embodiments, combinations of genes are targeted, such as but not limited to PD-1 and TIGIT.


In other embodiments, at least two genes are edited. Pairs of genes may include, but are not limited to PD1 and TCRα, PD1 and TCRβ, CTLA-4 and TCRα, CTLA-4 and TCRβ, LAG3 and TCRα, LAG3 and TCRβ, Tim3 and TCRα, Tim3 and TCRβ, BTLA and TCRα, BTLA and TCRβ, BY55 and TCRα, BY55 and TCRβ3, TIGIT and TCRα, TIGIT and TCRβ, B7H5 and TCRα, B7H5 and TCRβ, LAIR1 and TCRα, LAIR1 and TCRβ, SIGLEC10 and TCRα, SIGLEC10 and TCRβ, 2B4 and TCRα, 2B4 and TCRβ3.


Whether prior to or after genetic modification of the T cells, the T cells can be activated and expanded generally using methods as described, for example, in U.S. Pat. Nos. 6,352,694; 6,534,055; 6,905,680; 5,858,358; 6,887,466; 6,905,681; 7,144,575; 7,232,566; 7,175,843; 5,883,223; 6,905,874; 6,797,514; 6,867,041; and 7,572,631. T cells can be expanded in vitro or in vivo.


Selecting the Patient Population Most Likely to Benefit from the Therapy


In another aspect, the invention provides selecting for the patients in need thereof most likely to benefit from the therapy of the present invention. Although the compositions and methods of the present invention are typically applicable in a high proportion of subjects suffering from cancer, the method may still comprise one or more steps of selecting patients from the patient population who are likely to benefit. For instance, the method may comprise selecting subjects whose tumors contain one or more of the mutations represented in the neoantigenic peptides in the composition. In another embodiment, the method may comprise selecting subjects having at least one HLA allele which binds to one or more neoepitopes represented in the neoantigenic peptides in the composition.


Vaccine or Immunogenic Composition Kits and Co-Packaging


In an aspect, the invention provides kits containing any one or more of the elements discussed herein to allow administration of the therapy. Elements may be provided individually or in combinations, and may be provided in any suitable container, such as a vial, a bottle, or a tube. In some embodiments, the kit includes instructions in one or more languages, for example in more than one language. In some embodiments, a kit comprises one or more reagents for use in a process utilizing one or more of the elements described herein. Reagents may be provided in any suitable container. For example, a kit may provide one or more delivery or storage buffers. Reagents may be provided in a form that is usable in a particular process, or in a form that requires addition of one or more other components before use (e.g. in concentrate or lyophilized form). A buffer can be any buffer, including but not limited to a sodium carbonate buffer, a sodium bicarbonate buffer, a borate buffer, a Tris buffer, a MOPS buffer, a HEPES buffer, and combinations thereof. In some embodiments, the buffer is alkaline. In some embodiments, the buffer has a pH from about 7 to about 10. In some embodiments, the kit comprises one or more of the vectors, proteins and/or one or more of the polynucleotides described herein. The kit may advantageously allow the provision of all elements of the systems of the invention. Kits can involve vector(s) and/or particle(s) and/or nanoparticle(s) containing or encoding RNA(s) for 1-50 or more neoantigen mutations to be administered to an animal, mammal, primate, rodent, etc., with such a kit including instructions for administering to such a eukaryote; and such a kit can optionally include any of the anti-cancer agents described herein. The kit may include any of the components above (e.g. vector(s) and/or particle(s) and/or nanoparticle(s) containing or encoding RNA(s) for 1-50 or more neoantigen mutations, neoantigen proteins or peptides) as well as instructions for use with any of the methods of the present invention.


In one embodiment the kit contains at least one vial with an immunogenic composition or vaccine. In one embodiment the kit contains at least one vial with an immunogenic composition or vaccine and at least one vial with an anticancer agent. In one embodiment kits may comprise ready to use components that are mixed and ready to administer. In one aspect a kit contains a ready to use immunogenic or vaccine composition and a ready to use anti-cancer agent. The ready to use immunogenic or vaccine composition may comprise separate vials containing different pools of immunogenic compositions. The immunogenic compositions may comprise one vial containing a viral vector or DNA plasmid and the other vial may comprise immunogenic protein. The ready to use anticancer agent may comprise a cocktail of anticancer agents or a single anticancer agent. Separate vials may contain different anti-cancer agents. In another embodiment a kit may contain a ready to use anti-cancer agent and an immunogenic composition or vaccine in a ready to be reconstituted form. The immunogenic or vaccine composition may be freeze dried or lyophilized. The kit may comprise a separate vial with a reconstitution buffer that can be added to the lyophilized composition so that it is ready to administer. The buffer may advantageously comprise an adjuvant or emulsion according to the present invention. In another embodiment the kit may comprise a ready to reconstitute anti-cancer agent and a ready to reconstitute immunogenic composition or vaccine. In this aspect both may be lyophilized. In this aspect separate reconstitution buffers for each may be included in the kit. The buffer may advantageously comprise an adjuvant or emulsion according to the present invention. In another embodiment the kit may comprise single vials containing a dose of immunogenic composition and anti-cancer agent that are administered together. In another aspect multiple vials are included so that one vial is administered according to a treatment timeline. One vial may only contain the anti-cancer agent for one dose of treatment, another may contain both the anti-cancer agent and immunogenic composition for another dose of treatment, and one vial may only contain the immunogenic composition for yet another dose. In a further aspect the vials are labeled for their proper administration to a patient in need thereof. The immunogen or anti-cancer agents of any embodiment may be in a lyophilized form, a dried form or in aqueous solution as described herein. The immunogen may be a live attenuated virus, protein, or nucleic acid as described herein.


In one embodiment the anticancer agent is one that enhances the immune system to enhance the effectiveness of the immunogenic composition or vaccine. In a preferred embodiment the anti-cancer agent is a checkpoint inhibitor. In another embodiment the kit contains multiple vials of immunogenic compositions and anti-cancer agents to be administered at different time intervals along a treatment plan. In another embodiment the kit may comprise separate vials for an immunogenic composition for use in priming an immune response and another immunogenic composition to be used for boosting. In one aspect the priming immunogenic composition could be DNA or a viral vector and the boosting immunogenic composition may be protein. Either composition may be lyophilized or ready for administering. In another embodiment different cocktails of anti-cancer agents containing at least one anti-cancer agent are included in different vials for administration in a treatment plan.


Although the present invention and its advantages have been described in detail, it should be understood that various changes, substitutions and alterations can be made herein without departing from the spirit and scope of the invention as defined in the appended claims.


The present invention will be further illustrated in the following Examples which are given for illustration purposes only and are not intended to limit the invention in any way.


EXAMPLES
Example 1

sPDL1 Generates Immunogenic Epitopes Across a Variety of HLA Alleles.


PDL1 (CD274) is a trans-membrane protein which interacts with PD1 (CD279; PDCD1) on T cells and may be involved in multiple forms of natural immune suppression (such as during gestation). Expression of PDL1 is also utilized by tumor cells as a way to evade host immune response. sPDL1 is an alternate spliced form of the PDL1 gene. This alternate spliced form is caused by a lack of splicing at the end of Exon 4, reading into the 4th intron. The transcript terminates within intron 4. The translation product is in frame for 18 amino acids before a stop codon is encountered.


The translated product lacks the transmembrane domain typically found in PDL1 and thus is secreted. It also contains a cysteine within the neoORF translated from the intron and appears to dimerize in the media. The secreted form appears to block binding between PDL1 and PD1.


Applicants analyzed the predicted binding possibilities for 9 and 10mer peptides containing the neoORF region encoded by the intron. The analysis is shown for predicted 9mer peptides Table 1. The values in bolded font are alleles that are present at a frequency >5% in the indicated population. Notably, the common HLA allele A0210 in the Caucasian population is predicted to have a reasonably tight binding peptide. A similar analysis shows that 10mer peptides are also predicted to be potentially immunogenic, including for the A0201 allele (85 nM). Tumor cells expressing the alternate form of the PDL1 message would be thus rendered as targets of the immune system.


These peptides could be utilized across multiple patients (either HLA-restricted or more broadly if the patient is expected to have some probability to contain a relevant HLA allele) as a “Shared Neoantigen”. Note that given the relatively short size of the neoORF region of sPDL1, two or three long overlapping peptides could be used as a mixture, allowing targeting of any HLA allele, even rare alleles, and reducing the need to prepare a different product for each patient based on their HLA type.


This neoORF may also contain a CD4 epitope although prediction algorithms for CD4 epitopes are not highly accurate. The presence of a CD4 epitope could be assessed in vitro with naive T cells or in patient samples.









TABLE 1







(SEQ ID NOS 1-23, respectively, in order of appearance)
















affinity




ENHTAELVIP


HLA
peptide 9mers
(nM)
Caucasian
Black
Asian
Hispanic

GNILNVSIKICLTLSPST


















A0201
VIPGNILNV
182

28.3% 


11.4%


9.7%


19.7%




B4001
AELVIPGNI
144
4.0%
1.0%

12.0%

1.3%



A3201
NILNVSIKI
491
3.2%
1.6%
0.3%
2.6%



A3201
VSIKICLTL
224
3.2%
1.6%
0.3%
2.6%



A2301
VSIKICLTL
468
2.3%

11.6%

0.2%
3.5%



B4002
AELVIPGNI
53
1.6%
0.3%

7.6%


5.0%




B4901
AELVIPGNI
108
1.4%
3.1%
0.0%
2.3%



B4102
AELVIPGNI
192
1.0%
0.6%
0.0%
0.5%



A0205
VIPGNILNV
170
0.8%
2.3%
0.1%
1.4%



B5801
VSIKICLTL
373
0.8%
4.3%
4.5%
1.3%



A6802
HTAEVIPG
170
0.7%

6.4%

0.0%
2.4%



B4405
AELVIPGNI
219
0.6%
0.0%
0.0%
0.2%



B4101
AELVIPGNI
92
0.5%
0.6%
0.0%
1.1%



B4501
AELVIPGNI
302
0.4%

5.3%

0.0%
1.5%



B1517
VSIKICLTL
23
0.3%
0.5%
0.1%
0.6%



A0206
VIPGNILNV
85
0.2%
0.0%
4.7%
4.1%



A0202
VIPGNILNV
90
0.1%
4.4%
0.0%
0.7%



A6901
HTAEVIPG
283
0.1%
0.1%
0.0%
0.5%



A6901
NILNVSIKI
162
0.1%
0.1%
0.0%
0.5%



B1503
IKICLTLSP
408
0.1%

6.5%

0.1%
1.5%



B1503
VSIKICLTL
138
0.1%

6.5%

0.1%
1.5%



A0203
VIPGNILNV
98
0.0%
0.0%

5.2%

0.0%









Example 2

Androgen Receptor Generates Immunogenic Epitopes Across a Variety of HLA Alleles.


The androgen receptor was identified as another alternate spliced form of a message that results in a neoORF which may be specifically expressed in tumor cells. Alternate splicing results in at least two isoforms that bring in cryptic exons that are .neoORFs.


Of these alternate transcripts, AR-V1 and AR-V7 were consistently seen in hormone resistant prostate cancer samples.


The immunogenic potential of these neoORFs was unknown and thus Applicants conducted predicted binding analysis across a number of common HLA alleles. These are shown for HLA A alleles (Table 2).









TABLE 2





(SEQ ID NOS 24, 27, 28, 30, 25. 29, 31, 26, 32, 33, 41, 43, 45, 34, 42. 44,


46, 35, 47,36, 48.37, 49 and 38-40, respectively, in order of appearance)





















A0201
A0301
A1101
A3001























Caucasian

28.30%


13.70% 


6.00%


1.60%



Asian

 9.70%


0.90%


22.40% 


1.40%



Hispanic

19.65%


7.59%


4.88%


2.20%



Black

11.40%


7.10%


1.00%


6.50%




RVFG
SEQ2
233
RVGNC
SEQ1
122
RVGNC
SEQ1
 33
RVGN
SEQ1
 30



VSEWL


KHLK


KHLK


CKHLK





GMTLG
SEQ2
282



VVVS
SEQ2
359
KFRV
SEQ1
103



AVVV





ERILR


GNCKH





MTLGE
SEQ1
400






KFRVG
SEQ1
190



KFRV








NCKHL
















A3101
A3201
A3301
A6801
A
B


























2.40%


3.20%


0.70%


3.40%

30.30%
6.80%
Caucasian



3.40%


0.30%


0.60%


0.30%

28.70%
19.70% 
Asian



4.72%


2.62%


1.97%


4.46%

26.46%
7.86%
Hispanic



1.00%


1.60%


1.70%


3.20%

20.40%
2.10%
Black


RVGN
SEQ1
 70
RVFG
SEQ2
 41
NCK
SEQ1
385
VVVS
SEQ2
 47





CKHLK


VSEWL


HLK


ERILR













MTR










TLGAV
SEQ2
121
ILRVF
SEQ2
255
TLG
SEQ2
417
TLGA
SEQ2
 84





VVSER


GVSEW


AVV


VVVS













VSER


ER







VVVS
SEQ2
127






EAGM
SEQ 1
230





ERILR








TLGEK







GMTL
SEQ1
199






LGAV
SEQ2
268





GEKFR








VVSER







AVVV
SEQ2
230






AVVV
SEQ2
339





SERILR








SERILR







AGMTL
SEQ1
284














GEKFR
















GNCKHL
SEQ1
466














KMTR
















LGAV
SEQ2
488














VVSER









Again, as for sPDL1, a number of peptides are predicted to be immunogenic binders and these can be applied across a large subset of patients. These immunogenic peptides can be used across multiple patients.


Example 3

Drug Resistant Mutations.


Treatment with various chemotherapeutic agents, particularly with targeted therapies such as tyrosine kinase inhibitors, frequently leads to new mutations in the target molecules that resist the activity of the therapeutic. Multiple strategies to overcome this resistance are being evaluated, including development of second generation therapies that are not affected by these mutations and treatment with multiple agents including those that act downstream of the resistance mutation.


Applicants have evaluated the immunogenic potential of the mutated peptides created by these resistance mutations and have found that for some, predicted immunogenic peptides are created that can bind to a range of HLA alleles. Two specific examples are provided below as well as data for a range of resistance variants.


BTK/C481S


A very common mutation to ibrutinib, a molecule targeting Bruton's Tyrosine Kinase (BTK) and used for CLL and certain lymphomas, is a Cysteine to Serine change at position 481. This change produces a number of binding peptides which bind to a range of HLA molecules.


Shown are results of binding predictions for 9mer peptides. Similar binding peptides can be found for 10mer peptides (Table 3). Only peptides with mutant predicted affinity below 150 nM are included. Expanding the range of peptides up to 500 nM would also significantly increase the number of HLA range.









TABLE 3







(SEQ ID NOS 50-72, respectively, in order of appearance)














HLA
peptide 9mers
Affinity (nM) MUT
Affinity (nM) NAT
Caucasian
Black
Asian
Hispanic

















A0201
SLLNYLREM
97
278

28.3%


11.4%


9.7%


19.7%



A2402
EYMANGSLL
95
120

9.3%

2.0%

23.1%


12.4%



B1801
TEYMANGSL
80
252

6.1%

3.5%
0.4%
4.1%


B1501
MANGSLLNY
91
158

5.8%

0.8%

12.1%

2.6%


B3501
MANGSLLNY
17
17

5.6%


6.1%

2.4%

6.0%



B4001
TEYMANGSL
10
24
4.0%
1.0%

12.0%

1.3%


A3101
LLNYLREMR
43
206
2.4%
1.0%
3.4%
4.7%


A2301
EYMANGSLL
122
133
2.3%

11.6%

0.2%
3.5%


A2902
MANGSLLNY
17
10
2.0%
4.4%
0.0%
4.1%


B4002
TEYMANGSL
45
110
1.6%
0.3%

7.6%


5.0%



B4102
TEYMANGSL
133
341
1.0%
0.6%
0.0%
0.5%


B5801
MANGSLLNY
40
35
0.8%
4.3%
4.5%
1.3%


A3301
LLNYLREMR
91
188
0.7%
1.7%
0.6%
2.0%


A3002
MANGSLLNY
16
15
0.5%

6.6%

0.0%
2.8%


A6804
EYMANGSLL
47
448
0.0%
0.0%
0.0%
0.0%


B1801
TEYMANGSL
44
252

6.1%

3.5%
0.4%
4.1%


B1501
MANGSLLNY
42
158

5.8%

0.8%

12.1%

2.6%


B3501
MANGSLLNY
40
17

5.6%


6.1%

2.4%

6.0%



B4001
TEYMANGSL
38
24
4.0%
1.0%

12.0%

1.3%


A3101
LLNYLREMR
36
206
2.4%
1.0%
3.4%
4.7%


A2301
EYMANGSLL
34
133
2.3%

11.6%

0.2%
3.5%


A2902
MANGSLLNY
32
10
2.0%
4.4%
0.0%
4.1%


B4002
TEYMANGSL
30
110
1.6%
0.3%

7.6%


5.0%










Such peptide immunogens are preferably utilized prophylactically (prior to detection of resistant disease) to induce an immunogenic response capable of killing any pre-existing or newly mutated cells or could also be used at the time of detection of disease recurrence following or during therapy. These peptides could be utilized across multiple patients (either HLA-restricted or more broadly if the patient is expected with some probability to contain a relevant HLA allele).


EGFR/T790M


Erlotinib, which targets the tyrosine kinase domain of the Epidermal Growth Factor Receptor (EGFR), is commonly used in the treatment of lung cancer and resistant tumors invariably develop following therapy. A common mutation found in resistant clones is a Threonine to methionine mutation at position 790. This change produces a number of binding peptides which bind to a range of HLA molecules (Table 4).






















TABLE 4


















SUM







Caucasian
 2.3%

 3.9%

4.0%

3.2%

3.2%



17%


Black
11.6%

 0.3%

1.5%

1.6%

1.6%



17%


Asian
 0.2%

 0.0%

3.9%

0.3%

0.3%



 5%


Hispanic
 3.5%

 0.9%

2.8%

2.6%

2.6%



12%



















A23C1
A2501
A2601
A3201
A3201
























VQLIMQLMPF
366
STVQLIMQLM
125
STVQLIMQLM
67
QLIMQLMPF
155
QLIMQLMPF
155












VQLIMQLMPF
426
VQLIMQLMPF
426





Caucasian
 4.2%

 5.8%

2.9%

1.4%

0.4%

1.6%

16%


Black
 1.2%

 0.8%

0.1%

0.3%

0.1%

0.3%

 3%


Asian
 1.2%

12.1%

0.2%

2.4%

0.0%

7.6%

24%


Hispanic
 1.2%

 2.6%

1.8%

1.0%

2.2%

5.0%

14%


















B1302
B1501
B3801
B3901
B3906
B4002






















MQLMPFGCLL
125
MQLMPFGCLL
488
MQLMPFGCLL
400
MQLMPFGCLL
213
MQLMPFGCLL
400
MQLMPFGCL
221






QLIMQLMPF   
 23






MQLMPFGCLL
103






VQLIMQLMPF
 73






VQLIMQLMPF
365





(SEQ ID NOS 73,74,74-76,73,73,78,78,78,78,78,79,80,78,77 and 77, respectively, in order of apperance)






As stated herein, such peptide immunogens are ideally utilized prophylactically (prior to detection of resistant disease) to induce an immunogenic response capable of killing any pre-existing or newly mutated cells or are also used at the time of detection of disease recurrence following or during therapy. These peptides could be utilized across multiple patients (either HLA-restricted or more broadly if the patient is expected with some probability to contain a relevant HLA allele).


Note that as an immunogen, only a single long peptide containing the mutated amino acid and at least 10 amino acids on either side of the mutated amino acid would be sufficient to contain all the epitopes listed. Thus, all the HLA alleles shown, as well as any additional alleles that have not been shown in this analysis would be covered. For the Caucasian population, the HLA A alleles shown represent 17% of the population distribution of alleles and the HLA B alleles represent 16% of the population distribution of alleles. As each individual has two HLA A alleles and two HLA B alleles, approximately 50% of Caucasian patients will be expected to have at least one of the alleles shown and thus benefit from immune therapy with a vaccine targeting this molecule. This rationale also applies to any other single amino acid mutation discussed herein.


Other Resistance Variants


In addition to the specific resistance cases discussed herein, there are many other observed resistance mutations to targeted therapy. Each of these are also used to define immunogenic epitopes that could be utilized as vaccine for immunotherapy targeting those cells containing the resistance mutations (Table 5).













TABLE 5







Resistance




Drug
Gene
mutation
Sensitive
Refs







Imatinib
BCR-Abl
T315I

http://www.mycancergenome.org/content/disease/chronic-myeloid-leukemia/


Imatinib
BCR-Abl
Y253H

http://www.mycancergenome.org/content/disease/chronic-myeloid-leukemia/


Imatinib
BCR-Abl
E255K

http://www.mycancergenome.org/content/disease/chronic-myeloid-leukemia/


Imatinib
BCR-Abl
E255V

http://www.mycancergenome.org/content/disease/chronic-myeloid-leukemia/


Imatinib
c-kit
T670I

http://www.mycancergenome.org/content/disease/gist/kit/50/


Erlotinib/gefitinib
PIK3CA
E545K

PMC1570180; PMC3132801


Erlotinib/gefitinib
HER2
G776(YVMA)

PMID 16843263; 15753357


Erlotinib/gefitinib
EML4-ALK
G1269A

http://www.ncbi.nlm.nih.gov/pubmed/22235099?dopt=Abstract


Crizotinib
KRAS
G12V/D

http://www.ncbi.nlm.nih.gov/pubmed/22235099?dopt=Abstract


Crizotinib
ALK
L1196M

http://stm.sciencemag.org/content/4/120/120ra17


Crizotinib
ALK
G1202R

http://stm.sciencemag.org/content/4/120/120ra17


Crizotinib
ALK
S1206Y

http://stm.sciencemag.org/content/4/120/120ra17


Crizotinib
ALK
1151T(ins)

http://stm.sciencemag.org/content/4/120/120ra17


Crizotinib
ALK
F1174C

http://cancerdiscovery.aacrjournals.org/content/4/6/662


Crizotinib
ROS1
G2032R

http://www.nejm.org/doi/full/10.1056/NEJMoa1215530


Crizotinib
PIK3CA
E542K

http://www.mycancergenome.org/content/disease/breast-cancer/


Trastuzumab
Her2
E545K

http://www.mycancergenome.org/content/disease/breast-cancer/


Trastuzumab
Hwe2
H1047R

http://www.mycancergenome.org/content/disease/breast-cancer/


Trastuzumab
AKT1
E17K

http://www.ncbi.nlm.nih.gov/pmc/articles/PMC2834432/


Trastuzumab
BRAF

V600E


Vemurafenib
MEK1
Q56P

http://www.ncbi.nlm.nih.gov/pubmed/23569304


Vemurafenib
MEK1
E203K

http://www.ncbi.nlm.nih.gov/pubmed/23569304


Vemurafenib
MEK1
C121S

http://cancerdiscovery.aacrjournals.org/content/4/1/94.long


Vemurafenib
NRAS
Q61K/L

http://www/ncbi.nlm.nih.gov/pubmed/23569304


Vemurafenib
NRAS
Q61R

http://cancerdiscovery.aacrjournals.org/content/4/1/94.long


Vemurafenib
NRAS
T58I

http://cancerdiscovery.aacrjournals.org/content/4/1/94.long


Vemurafenib
MEK2
C125S

http://cancerdiscovery.aacrjournals.org/content/4/1/94.long


Vemurafenib
MEK1
V60E

http://cancerdiscovery.aacrjournals.org/content/4/1/94.long


RAF/MEK
MEK1
G128V

http://cancerdiscovery.aacrjournals.org/content/4/1/94.long


RAF/MEK
MEK1
V154I

http://cancerdiscovery.aacrjournals.org/content/4/1/94.long


RAF/MEK
MEK1
P124S

http://cancerdiscovery.aacrjournals.org/content/4/1/94.long


RAF/MEK
MEK1
P124L

http://cancerdiscovery.aacrjournals.org/content/4/1/94.long


RAF/MEK
RAC1
P29S

http://cancerdiscovery.aacrjournals.org/content/4/1/94.long


RAF/MEK
ESR1
S463P

http://cancerdiscovery.aacrjournals.org/content/4/1/94.long


Antiestrogen
AR
V534E

http://www.mycancergenome.org/content/disease/breast-cancer/er/314/


therapy


Antiestrogen
AR
P535H

http://www.mycancergenome.org/content/disease/breast-cancer/er/314/


therapy


Antiestrogen
AR
L536Q

http://www.mycancergenome.org/content/disease/breast-cancer/er/314/


therapy


Antiestrogen
AR
L536R

http://www.mycancergenome.org/content/disease/breast-cancer/er/314/


therapy


Antiestrogen
AR
Y537C

http://www.mycancergenome.org/content/disease/breast-cancer/er/314/


therapy


Antiestrogen
AR
Y537S

http://www.mycancergenome.org/content/disease/breast-cancer/er/314/


therapy


Antiestrogen
AR
Y537N

http://www.mycancergenome.org/content/disease/breast-cancer/er/314/


therapy


Antiestrogen
AR
D538G

http://www.mycancergenome.org/content/disease/breast-cancer/er/314/


therapy


Antiestrogen
AR
F876L

http://cancerdiscovery.aacrjournals.org/content/early/2013/06/18/2159-8290.CD-13-0226


therapy









A number of these examples have been used to predict immunogenic epitopes. These results are summarized in Table 6, in which for each resistance mutation, the number of potential binding peptides (with predicted affinity <500 nM) for each mutation are shown for multiple Human HLA alleles.




















TABLE 6











ABL1:pT315I
ALK:p.F1174C
ALK:p.F1174L
ALK:p.G1202R
ALK:p.G1269A
ALK:p.L1196M
ALK:p.S1206Y
AR:p.F876L


RES 500
Caucasian
Black
Asian
80
80
80
80
80
80
80
80





hla_a_01_01
0.143
0.047
0.012






1



hla_a_02_01
0.283
0.114
0.097


1


2




hla_a_02_03
0
0
0.052

1
2


2




hla_a_02_07
0
0
0.08





1




hla_a_03_01
0.137
0.071
0.009


1

1





hla_a_11_01
0.06
0.01
0.224



1
1


2


hla_a_23_01
0.023
0.116
0.002
2









hla_a_24_02
0.093
0.02
0.231
1









hla_a_30_01
0.016
0.065
0.014

1
1
2

1
1
1


hla_a_30_02
0.005
0.066
0
2





2



hla_a_33_03
0.004
0.041
0.072



3
1

3



hla_a_68_02
0.007
0.064
0










hla_a_74_01
0
0.051
0.001


1
1
1





hla_b_07_02
0.118
0.062
0.015





2

1


hla_b_08_01
0.098
0.039
0.002





1




hla_b_15_01
0.058
0.008
0.121
1


1


3
1


hla_b_15_02
0
0
0.066
1


2


3
1


hla_b_15_03
0.001
0.065
0.001
5

3
3
2
4
4
4


hla_b_18_01
0.061
0.035
0.004
2

1
1

1




hla_b_35_01
0.056
0.061
0.024
3


1

1
2
2


hla_b_40_01
0.04
0.01
0.12
3

1
1

1

1


hla_b_40_02
0.016
0.003
0.076
3
1
1
1
1
1

2


hla_b_42_01
0
0.057
0





2




hla_b_44_02
0.071
0.014
0.002


1




1


hla_b_45_01
0.004
0.053
0


1




1


hla_b_46_01
0
0
0.082







1


hla_b_51_01
0.051
0.021
0.04





2




hla_b_53_01
0.003
0.11
0
1





1









BTK:p.C481S
EGFR:p.T790M
KRAS:p.G12D
MAP2K1:p.C121S
MAP2K1:p.E203K
MAP2K1:p.G128V
MAP2K1:p.P124L
MAP2K1:p.P124S


RES 500
Caucasian
Black
Asian
80
80
80
80
80
80
80
80





hla_a_01_01
0.143
0.047
0.012
2
1




1
2


hla_a_02_01
0.283
0.114
0.097
1
2
1
1
3

2
1


hla_a_02_03
0
0
0.052
2
1
2
1
3

2
1


hla_a_02_07
0
0
0.08










hla_a_03_01
0.137
0.071
0.009
1





1



hla_a_11_01
0.06
0.01
0.224
2

2


1




hla_a_23_01
0.023
0.116
0.002
1
2



1
1
2


hla_a_24_02
0.093
0.02
0.231
1




1
1
1


hla_a_30_01
0.016
0.065
0.014




1


1


hla_a_30_02
0.005
0.066
0
2


3
2
3
4
5


hla_a_33_03
0.004
0.041
0.072
2



1





hla_a_68_02
0.007
0.064
0
1
2
1

1


1


hla_a_74_01
0
0.051
0.001
1









hla_b_07_02
0.118
0.062
0.015




2





hla_b_08_01
0.098
0.039
0.002










hla_b_15_01
0.058
0.008
0.121
3
2

2
1
3
1
2


hla_b_15_02
0
0
0.066
3
2

2
1
3
3
3


hla_b_15_03
0.001
0.065
0.001
8
7

7
2
6
8
8


hla_b_18_01
0.061
0.035
0.004
2




1
1
1


hla_b_35_01
0.056
0.061
0.024
3
1

2
1
3

3


hla_b_40_01
0.04
0.01
0.12
2
1

2

1
1
1


hla_b_40_02
0.016
0.003
0.076
2
3

3

1
1
1


hla_b_42_01
0
0.057
0










hla_b_44_02
0.071
0 014
0.002










hla_b_45_01
0.004
0.053
0



2

1
1
1


hla_b_46_01
0
0
0.082
3
1

1
1
1




hla_b_51_01
0.051
0.021
0.04




1
1




hla_b_53_01
0.003
0.11
0
2



2












MAP2K1:p.Q56P
MAP2K1:p.V154I
MAP2K1:p.V60E
MAP2K2:p.C125S
MAP2K2:p.L46F
MAP2K2:p.N126D
MAP2K2:p.V35M
NRAS:p.Q61R


RES 500
Caucasian
Black
Asian
80
80
80
80
80
80
80
80





hla_a_01_01
0.143
0.047
0.012







1


hla_a_02_01
0.283
0.114
0.097

1

1

1
1



hla_a_02_03
0
0
0.052

1

1

1
1



hla_a_02_07
0
0
0.08










hla_a_03_01
0.137
0.071
0.009
1
1








hla_a_11_01
0.06
0.01
0.224
1









hla_a_23_01
0.023
0.116
0.002










hla_a_24_02
0.093
0.02
0.231










hla_a_30_01
0.016
0.065
0.014
2

1




1


hla_a_30_02
0.005
0.066
0



3

4

1


hla_a_33_03
0.004
0.041
0.072

1








hla_a_68_02
0.007
0.064
0
1









hla_a_74_01
0
0.051
0.001










hla_b_07_02
0.118
0.062
0.015
1









hla_b_08_01
0.098
0.039
0.002
1









hla_b_15_01
0.058
0.008
0.121



2
1
1




hla_b_15_02
0
0
0.066



2

2




hla_b_15_03
0.001
0.065
0.001

1

7
2
5
1
3


hla_b_18_01
0.061
0.035
0.004





1




hla_b_35_01
0.056
0.061
0.024



2

2




hla_b_40_01
0.04
0.01
0.12



2

1
1



hla_b_40_02
0.016
0.003
0.076



3

1
1



hla_b_42_01
0
0.057
0










hla_b_44_02
0.071
0.014
0.002










hla_b_45_01
0.004
0.053
0



2

1




hla_b_46_01
0
0
0.082



1






hla_b_51_01
0.051
0.021
0.04










hla_b_53_01
0.003
0.11
0





















NRAS:p.T58I
PIK3CA:p.E545K
PLCG2:p.R665W
ROS1:p.G2032A


RES 500
Caucasian
Black
Asian
80
80
80
80





hla_a_01_01
0.143
0.047
0.012
1


1


hla_a_02_01
0.283
0.114
0.097
1

2
3


hla_a_02_03
0
0
0.052
1

3
3


hla_a_02_07
0
0
0.08






hla_a_03_01
0.137
0.071
0.009






hla_a_11_01
0.06
0.01
0.224



2


hla_a_23_01
0.023
0.116
0.002






hla_a_24_02
0.093
0.02
0.231






hla_a_30_01
0.016
0.065
0.014


1



hla_a_30_02
0.005
0.066
0
1

1
2


hla_a_33_03
0.004
0.041
0.072



1


hla_a_68_02
0.007
0.064
0


1
2


hla_a_74_01
0
0.051
0.001






hla_b_07_02
0.118
0.062
0.015






hla_b_08_01
0.098
0.039
0.002






hla_b_15_01
0.058
0.008
0.121


1
2


hla_b_15_02
0
0
0.066


1
2


hla_b_15_03
0.001
0.065
0.001
3
2
4
5


hla_b_18_01
0.061
0.035
0.004


1
2


hla_b_35_01
0.056
0.061
0.024


1
1


hla_b_40_01
0.04
0.01
0.12



3


hla_b_40_02
0.016
0.003
0.076


1
3


hla_b_42_01
0
0.057
0






hla_b_44_02
0.071
0.014
0.002

1
2
2


hla_b_45_01
0.004
0.053
0






hla_b_46_01
0
0
0.082


1



hla_b_51_01
0.051
0.021
0.04


1



hla_b_53_01
0.003
0.11
0


1









In all of the above examples, predictions are only shown for a subset of HLA alleles. These are often but not exclusively the most abundant alleles in each ethnic population. Additional alleles are readily predicted.


Moreover, for a given immunization designed to attack resistant variants for a given resistance mutation, multiple peptides, each targeting a separate possible resistance variant that may arise, are utilized to benefit the broadest set of patients.


Example 4

Cancer Subtype Specific Immunogenic Compositions.


Table 7 shows a data summary for the number of mutations found within a population of samples specific to a cancer subtype. Each mutation found within the data set for each disease leads to at least one predicted binder to any one of 33 HLA alleles selected based on being found in at least 5% of any one of the three ethnic populations (Caucasian, Black, Asian). A combination of neoantigenic peptides derived from polypeptides resulting from these mutations can be used in an immunogenic composition. Based on the number of peptides from the mutations selected, a larger percentage of patients may receive a benefit from the vaccine. Table 7 shows the number of mutations that are recurrent in each cancer specific data set. Also shown are the percentage of subjects in each data set that will have at least a single mutation when selecting recurrent mutations. For example, an immunogenic composition for SKCM that includes neoantigenic peptides derived from 64 recurrent mutations described herein covers 90.91% of patients in this population, whereby each subject will contain at least one of the neoantigenic mutations.


















recurrence

# samples





(muts that
#
that have





occur in >=
unique
at least one




Exemplary
given #
muts in
mutation
total #



disease
samples)
the set
in the set
samples
percentage




















SKCM
5
64
230
253
90.91


SKCM
4
200
241
253
95.26


SKCM
3
707
247
253
97.63


SKCM
2
4437
250
253
98.81


SKCM
1
103732
253
253
100


ACC
5
161
90
90
100


ACC
4
219
90
90
100


ACC
3
299
90
90
100


ACC
2
546
90
90
100


ACC
1
10310
90
90
100


BLCA
5
6
35
130
26.92


BLCA
4
9
47
130
36.15


BLCA
3
26
77
130
59.23


BLCA
2
181
121
130
93.08


BLCA
1
25605
130
130
100


BRCA
5
18
320
888
36.04


BRCA
4
25
337
888
37.95


BRCA
3
35
357
888
40.2


BRCA
2
148
475
888
53.49


BRCA
1
31457
886
888
99.77


CESC
5
4
46
194
23.71


CESC
4
7
55
194
28.35


CESC
3
12
65
194
33.51


CESC
2
145
133
194
68.56


CESC
1
25585
194
194
100


CRC
5
15
132
233
56.65


CRC
4
22
142
233
60.94


CRC
3
53
160
233
68.67


CRC
2
711
209
233
89.7


CRC
1
55287
233
233
100


DLBCL
5
0
0
58
0


DLBCL
4
2
8
58
13.79


DLBCL
3
4
13
58
22.41


DLBCL
2
30
38
58
65.52


DLBCL
1
7435
57
58
98.28


HNSC
5
10
83
384
21.61


HNSC
4
15
97
384
25.26


HNSC
3
27
123
384
32.03


HNSC
2
154
227
384
59.11


HNSC
1
43143
384
384
100


KICH
5
0
0
66
0


KICH
4
0
0
66
0


KICH
3
0
0
66
0


KICH
2
24
33
66
50


KICH
1
2576
66
66
100


KIRP
5
9
68
161
42.24


KIRP
4
18
86
161
53.42


KIRP
3
35
104
161
64.6


KIRP
2
117
139
161
86.34


KIRP
1
10482
161
161
100


LIHC
5
2
13
198
6.57


LIHC
4
5
25
198
12.63


LIHC
3
10
38
198
19.19


LIHC
2
33
73
198
36.87


LIHC
1
18574
198
198
100


LUAD
5
11
134
401
33.42


LUAD
4
17
152
401
37.91


LUAD
3
35
185
401
46.13


LUAD
2
611
330
401
82.29


LUAD
1
101222
399
401
99.5


MM
5
6
49
205
23.9


MM
4
8
55
205
26.83


MM
3
16
71
205
34.63


MM
2
51
101
205
49.27


MM
1
7116
204
205
99.51


PRAD
5
24
104
261
39.85


PRAD
4
38
133
261
50.96


PRAD
3
83
174
261
66.67


PRAD
2
205
213
261
81.61


PRAD
1
10174
261
261
100


STAD
5
150
141
289
48.79


STAD
4
245
156
289
53.98


STAD
3
613
201
289
69.55


STAD
2
2729
269
289
93.08


STAD
1
97578
289
289
100


TGCT
5
14
80
155
51.61


TGCT
4
25
99
155
63.87


TGCT
3
64
124
155
80


TGCT
2
338
149
155
96.13


TGCT
1
7632
155
155
100


THCA
5
5
283
405
69.88


THCA
4
5
283
405
69.88


THCA
3
7
287
405
70.86


THCA
2
31
300
405
74.07


THCA
1
4439
405
405
100


UCS
5
2
9
56
16.07


UCS
4
10
31
56
55.36


UCS
3
19
41
56
73.21


UCS
2
55
53
56
94.64


UCS
1
3805
56
56
100


CLL
5
6
46
263
17.49


CLL
4
19
74
263
28.14


CLL
3
38
100
263
38.02


CLL
2
157
167
263
63.5


CLL
1
7870
263
263
100


GBM
5
14
100
291
34.36


GBM
4
24
125
291
42.96


GBM
3
45
153
291
52.58


GBM
2
221
252
291
86.6


GBM
1
14142
291
291
100


KIRC
5
4
25
417
6


KIRC
4
8
41
417
9.83


KIRC
3
23
78
417
18.71


KIRC
2
291
292
417
70.02


KIRC
1
17725
417
417
100


LAML
5
11
93
196
47.45


LAML
4
12
95
196
48.47


LAML
3
16
101
196
51.53


LAML
2
27
114
196
58.16


LAML
1
1458
195
196
99.49


LUSC
5
2
14
178
7.87


LUSC
4
4
22
178
12.36


LUSC
3
15
50
178
28.09


LUSC
2
130
138
178
77.53


LUSC
1
42062
178
178
100


OV
5
10
72
316
22.78


OV
4
12
80
316
25.32


OV
3
14
86
316
27.22


OV
2
56
151
316
47.78


OV
1
12840
316
316
100


PAAD
5
53
146
146
100


PAAD
4
69
146
146
100


PAAD
3
123
146
146
100


PAAD
2
398
146
146
100


PAAD
1
23715
146
146
100


UCEC
5
30
168
248
67.74


UCEC
4
81
196
248
79.03


UCEC
3
302
217
248
87.5


UCEC
2
2797
237
248
95.56


UCEC
1
112636
248
248
100


COAD
5
3
19
70
27.14%


COAD
4
7
20
70
28.57%


COAD
3
11
25
70
35.71%


COAD
2
84
44
70
62.86%


COAD
1
16670
70
70
100.00%


READ
5
0
0
39
0.00%


READ
4
2
8
39
20.51%


READ
3
5
16
39
41.03%


READ
2
33
29
39
74.36%


READ
1
12132
39
39
100.00%









Table 8 shows the specific recurrent mutations for each cancer subtype, as well as the peptides that each mutation generates and the flanking peptide that includes the peptides (“ACC”, “BLCA”, “BRCA”, “CESC”, “COAD”, “CLL”, “CRC”, “DLBCL”, “GBM”, “HNSC”, “KICH”, “KIRC”, “KIRP”, “LAML”, “LIHC”, “LUAD”, “LUSC”, “MM”, “OV”, “PAAD”, “PRAD”, “READ”, “SKCM”, “STAD”, “TGCT”, “THCA”, “UCEC”, and “UCS”). Frameshift mutations are denoted with a “fs”. “Del” and “Ins” indicate deletions and inserts. The number of peptides that are generated from each mutation that binds to a specific HLA allele are shown. The recurrent mutations include frameshift mutations and create HLA binders across many alleles.














TABLE 8








Mutation_Context_Sequence
Peptides (SEQ ID NOS 3799-33502,






(SEQ ID NOS 81-3798, respectively,
respectively, in
Exemplary


gene
cDNA Change
Protein Change
in order of appearance)
order of appearance)
Diseases







A2M
c.2195G>A
p.R732Q
FYESDVMGRGHARLVHVEEPHTETV[p.
VQKYFPETW,QKYFPETWI,ETVQKYFPET,VQKYFPETWI,Q
CRC





R732Q]QKYFPETWIWDLVVVNSAGVAE
KYFPETWIW,EPHTETVQKY






VGVT




A2ML1
c.1960_1961
p.S654fs
YDQCPVSGPWDFPQPLIDPMPQGHS
HSEPAFHYL,MPQGHSEPA,PQGHSEPAF,GHSEPAFHY,FH
LUAD



insC

[p.S654fs]EPAFHYLEALVL*
YLEALVL,EPAFHYLEA,QGHSEPAFHY,EPAFHYLEAL,MPQ







GHSEPAF,SEPAFHYLEA



AADA
c.796G>A
p.A266
VPLLSRKFMVTSLCNYLAIDLSWRD[p.
IDLSWRDTI,SWRDTILNG,DTILNGTCV,IDLSWRDTIL
CRC


CL4

T
A266T]TILNGTCVPPDVWRKYEKWLSPDNIP




AASS
c.2634_2635
p.T878
KTIDLVAYGDINGFSAMAKTVGLPT[p.
MAKTVGLPTR,LPTRHGSQNV
GBM



insC
fs
T878fs]RHGSQNVA*




ABCA
c.1154G>T
p.R385I
TGEKPYTCGECGKTFRQSANLYVHR[p.
VHRIIHTGEK,QSANLYVHRI
UCEC


11P


R385I]IIHTGEKP







YKCEDCGKAFGRYTALNQ




ABCA3
c.285G>C
p.E95D
TFPPPGDTWELAYIPSHSDAAKTVT[p.E
KTVTDTVRR,VTDTVRRALV,AAKTVTDTVR,DAAKTVT
KIRC





95D]DTVRRALVINMRVRGFPSEKDFEDYI
DTV,TVTDTVRRAL



ABCA5
c.4427G>A
p.R1476
PQITLLDEPSTGMDPKAKQHMWRAI[p.
HMWRAIQTA,IQTAFKNRK,MWRAIQTAF,AIQTAFKNR,Q
UCEC




Q
R1476Q]QTAFKNRKRAAILTTHYME
TAFKNRKR,MWRAIQTAFK,AIQTAFKNRK,HMWRAIQTAF,






EAEAVCD
KQHMWRAIQ,RAIQTQFKNR,QHMWRAIQTA



ABCA6
c.917de|T
p.L306
FVTIIITFTQIIVMTGFMVIFILFF[p.L3
MVIFILFFY,VIFILFFYM,ILFFYMAYL,LFFYMAYLW,FILF
STAD




fs
06fs]YMAYLW*
FYMAY,MVIFILFFYM,VIFILFFYMA,FILFFYMAYL,ILFFY







MAYLW,FMVIFILFFY,IFILFFYMAY



ABCA8
c.2086G>A
p.A696T
STQFMDEADILADRKVFLSQGKLKC[p.
KLKCTGSSL,CTGSSLFLK,TGSSLFLKK,LKCTGSSLF,FLSQGKL
CRC





A696T]TGSSLFLKKKWGIGYHLSLQLN
KCT,CTGSSLFLKK,KCTGSSLFLK,KLKCTGSSLF,GKLKCTG






EICV
SSL,LKCTGSSLFL



ABCA8
c.2525G>A
p.R842Q
RLVEMEQVLSSLNKMRKTIGGVALW[p.
ALWQQQICA,WQQQICAIA,ALWQQQICAI
CRC





R842Q]QQQICAIARVRLLKLKHERKAL







LALL




ABCA8
c.3472G>A
p.E1158K
NSGIWSFCFYVVTVFSVAGFAFSIF[p.E
AGFQFSIFK,IFKSDIPFI,SIFKSDIPF,FKSDIPFIF,SIFKSDIPF
CRC





1158K]KSDIPFIFTFLIPPATMIGCLFLSSH
I,VAGFAFSIFK,IFKSDIPFIF,KSDIPFIFTF,FAFSIFKSDI,







FSIFKSDIPF



ABCB1
c.1400G>T
p.R467L
RLYDPTEGMVSVDGQDIRTINVRFL[p.
RTINVRFLL,FLLEIIGVV,RFLLEIIGV,INVRFLLEI,FLLEIIGVVS,
LUAD





R467L]LEIIGVVSQEPVLFATTIAENIRYGR
TINVRFLLEI,RFLLEIIGVV,RTINVRFLLE



ABCB1
c.1581_1582
p.R527fs
VKEANAYDFIMKLPHKFDTLVGERG[p.
TLVGERGPV,GERGPVEWW,AEAEDRHCT,DTLVGERGPV,
STAD



de|AG

R527fs]PVEWWAEAEDRHCTCPGSQP
GERGPVEWWA






QDPPAG*




ABCB6
c.953de|G
p.G318fs
LTEKAPWNSLAWTVTSYVFLKFLQG[p.
FLQGVALAV,FLKFLQGVA,LKFLQGVAL,YVFLKFLQGV,FLK
STAD





G318fs]VALAVQAS*
FLQGVAL,KFLQGVALAV,LKFLQGVALA



ABCB8
c.1034G>A
p.R345H
SRQCQEQIARAMGVADEALGNVRTV[p.
NVRTVHAFA,GNVRTVHAF,VRTVHAFAM,ALGNVRTVHA,
CRC





R345H]HAFAMEQREEERY
TVHAFAMEQR,NVRTVHAFAM,LGNVRTVHAF






GAELEACRCRAEE




ABCC10
c.1708C>T
p.R570W
RMLILPLNNFPVVVINGLLEAKVSLD[p.
SLDWIQLFL,VSLDWIQLF,DWIQLFLDL,LEAKVSLDW,KVSL
GBM





R570]WIQLFLDLPNHNPQ
DWIQLF,AKVSLDWIQL,LEAKVSLDWI,LDWIQLFLDL






AYYSPDPPAEPS




ABCC4
c.2648de|T
p.L883
VAVIPWIAIPLVPLGIIFIFLRRYF[p.
IFLRRYFWK,FIFLRRYFW,RYFWKRQEM,FLRRYFWKR,FIFL
STAD




fs
L883fs]WKRQEM*
RRYFWK,IFIFLRRYFW,IFLRRYFWKR,RRYFWKRQEM



ABCC5
c.3269de|T
p.L1090
HAYNKGQEFLHRYQELLDDNQAPFF[p.
WLCGWTSSA,SASPSSPPR,RVRCGGWLC,NQAPFFCLR,QA
KIRC




fs
L1090fs]CLRVRC
PFFCLRV,NQAPFFCLRV,SSASPSSPPR,RVRCGGWLCG,DN






GGWLCGWTSSASPSSPPRG*
QAPFFCLR,CLRVRCGGWL



ABCC8
c.1535A>G
p.Y512
STLEYSNERLKQTNEMLRGIKLLKL[p.
IKLLKLCAW,LKLCAWENI,KLCAWENIF,LLKLCAWENI,KLC
TGCT




C
Y512C]CAWENIFRTRVETTRRKEMTS
AWENIFR,CAWENIFRTR,LKLCAWENIF






LRAFA




ABCC9
c.1397T>C
p.L466P
IIMGVILLYNLLGSSALVGAAVIVL[p.
AVIVLPAPI,IVLPAPIQY,VLPAPIQYF,LPAPIQYFI,VLPAPIQY
TGCT





L466P]PAPIQYFIATKLAEAQKSTLDYSTER
FI,IVLPAPIQYF,AAVIVLPAPI,VIVLPAPIQY,LPAPIQYFIA



ABCD1
c.1816T>C
p.S606P
DVVHLHHILQREGGWEAMCDWKDVL[p.S606P]
LPGGEKQRI,DVLPGGEKQR
CESC





PGGEKQRIGMARMFYHRPKYALLDEC




ABCD1
c.507C>A
p.H169Q
ATFVNSAIRYLEGQLALSFRSRLVA[p.H169Q]QAY
RLVAQAYRL,VAQAYRLYF,RSRLVAQAY,LVAQAYRLY,RLV
TGCT





RLYFSQQTYYRVSNMDGRLRNPD
AQAYRLY,RSRLVAQAYR,LVAQAYRLYF,SFRSRLVAQA,FRSRL







VAQAY,SRLVAQAYRL



ABI1
c.1335G>T
p.K445N
DYEDEEAAVVQYNDPYADGDPAWAP[p.K445N]NNY
DPAWAPNNY,AWAPNNYIEK,WAPNNYIEKV,DPAWAPNNYI
UCEC





IEKVVAIYDYTKDKDDELSFMEG




ABL2
c.55C>A
p.P19T
MGQQVGRVGEAPGLQQPQ[p.P19T]TRGIRGSSAARP
LQQPQTRGI,QTRGIRGSSA
TGCT





SGRRRDPAGRTTET




ABTB1
c.747_748
p.L249fs
TIEPPPADPRLREDMALLADCALPP[p.L249fs]RAPR*
CALPPRAPR,LLADCALPPR,DCALPPRAPR
LAML



insC






ACACA
c.5191C>T
p.R1731C
ARAEGIPRIYVSANSGARIGLAEEI[p.Rl731C]CHMFH
GLAEEICHM,EICHMFHVA,LAEEICHMF,ICHMFHVAW,EEI
CRC





VAVVVDPEDPYKGYRYLYLTPQ
CHMFHV,GLAEEICHMF,IGLAEEICHM,EEICHMFHVA,AEE







ICHMFHV



ACACB
c.6952G>C
p.E2318Q
VAVQFADFHDTPGRMLEKGVISDIL[p.E2318Q]QWK
ILQWKTART,VISDILQWK,QWKTARTFL,DILQWKTAR,LQ
BLCA





TARTFLYWRLRRLLLEDQVKQEI
WKTARTF,GVISDILQWK,ILQWKTARTF,QWKTARTFLY,LQ







WKTARTFL



ACACB
c.763de|G
p.G255fs
EHKKLDLHRDFTVASPAEFVTRFGG[p.G255fs]IGSS
SSRRCLLPT,RFGGIGSSR,RCLLPTTGL,SSRRCLLPTT,AEFVTR
STAD





RRCLLPTTGLPP*
FGGI,RRCLLPTTGL



ACADM
c.143T>G
p.F48C
QHTKANRQREPGLGFSFEFTEQQKE[p.F48C]CQAT
QQKECQATA,QQKECQATAR,CQATARKFAR,
CRC





ARKFAREEIIPVAAEYDKTGEY
KECQATARKF,TEQQKECQAT



ACADS
c.989G>A
p.R330H
TKLQVIQFKLADMALALESARLLTW[p.R330H]HA
RLLTWHAAM,LLTWHAAML,LTWHAAMLK,HAAMLKDNK,
KIRC,PRAD





AMLKDNKKPFIKEAAMAKLAASEA
SARLLTWHA,ARLLTWHAA,RLLTWHAAML,LLTWHAAMLK,







SARLLTWHAA,HAAMLKDNKK,ESARLLTWHA,LESARLL







TWH,ARLLTWHAAM



ACBD3
c.671G>T
p.R224L
REEEERERLQKEEEKRRREEEERLR[p.R224L]LEE
REEEERLRL
LUAD





EERRRIEEERLRLEQQKQQIMAA




ACOT9
c.149G>A
p.R50Q
GPQNPKKQGIFHIHEACSSIHVNHV[p.R50Q]QDKLR
VQDKLREIV,SIHVNHVQDK,HVNHVQDKLR
CRC





EIVGASTNWRDHVKAMEERKL




ACP1
c.368de|A
p.Q123fs
DLNRKSNQVKTCKAKIELLGSYDPQ[p.Q123fs]NNLL
SLTRPHPEV,LLKIPIMGM,TLRRCTSSV,IMGMTLTLR,MGM
STAD





LKIPIMGMTLTLRRCTSSVSGAAERSWRRPTEAGSCP
TLTLRR,SSVSGAAER,RSWRRPTEA,LTRPHPEVL,GAAERS






AAASLTRPHPEVLHFSVGV*
WRR,CTSSVSGAA,EVLHFSVGV,RPHPEVLHF,HPEVLHFSV,







NLLLKIPIM,GSYDPQNNL,TEAGSCPAA,GSCPAAASL,AAAS







LTRPH,AERSWRRPT,LLLKIPIMGM,LTLRRCTSSV,SLTRPHP







EVL,IMGMTLTLRR,SYDPQNNLLL,ASLTRPHPEV,LTRPHPE







VLH,PIMGMTLTLR,SGAAERSWRR,IPIMGMTLTL,RPTEAG







SCPA,GSYDPQNNLL,LKIPIMGMTL,TEAGSCPAAA,PEVLH







FSVGV,DPQNNLLLKI



ACP6
c.86T>G
p.V29G
GVFSMRLWTPVGVLTSLAYCLHQRR[p.V29G]GA
CLHQRRGAL,HQRRGALAE,QRRGALAEL,CLHQRRGALA,H
KIRP





LAELQEADGQCPVDRSLLKLKMVQ
QRRGALAEL,YCLHQRRGAL



ACPP
c.127C>T
p.R43W
FLFLLFFWLDRSVLAKELKFVTLVF[p.R43W]WH
TLVFWHGDR,LKFVTLVFW,FWHGDRSPI,VTLVFWHGDR,
BRCA





GDRSPIDTFPTDPIKESSWPQGFG
VFWHGDRSPI



ACPP
c.314G>A
p.R105Q
ELGEYIRKRYRKFLNESYKHEQVYI[p.Rl05Q]QST
HEQVYIQST,IQSTDVDRTL
CRC





DVDRTLMSAMTNLAALFPPEGVS




ACPP
c.961G>A
p.E321K
LQMALDVYNGLLPPYASCHLTELYF[p.E321K]KK
HLTELYFKK,LYFKKGEYF,ELYFKKGEY,KKGEYFVEM,LYFKK
BLCA





GEYFVEMYYRNETQHEPYPLMLPG
GEYFV,SCHLTELYFK,ELYFKKGEYF,TELYFKKGEY,FKKGEYF







VEM,KKGEYFVEMY



ACR
c.837G>T
p.W279C
YVVVGITSWGVGCARAKRPGIYTAT[p.W279C]C
GIYTATCPY,IYTATCPYL,CPYLNWIAS,TATCPYLNW,GIYTA
KICH





PYLNWIASKIGSNALRMIQSATPPP
TCPYL,YTATCPYLNW,TATCPYLNWI



ACSBG2
c.750T>G
p.I250M
AVLIYTSGTTGIPKGVMLSHDNITW[p.I250M]MA
NITWMAGAV,TWMAGAVTK,MAGAVTKDF,LSHDNITWM,MLSH
KIRP





GAVTKDFKLTDKHETWSYLPLSH
DNITWM,ITWMAGAVTK,MAGAVTKDFK,DNIT







WMAGAV,WMAGAVTKDF



ACSL3
c.562A>T
p.T188S
AIFCETRAEWMIAAQACFMYNFQLV[p.T188S]SLY
FMYNFQLVS,FQLVSLYAT,QLVSLYATL,MYNFQLVSL,YNF
CLL





ATLGGPAIVHALNETEVTNIITS
QLVSLY,FMYNFQLVSL,FQLVSLYATL,SLYATLGGPA,MYNF







QLVSLY,YNFQLVSLYA



ACSM2A
c.1206_1207
p.L402fs
PGYMGTAASCYDVQIIDDKGNVLPP[p.L402fs]RHRRR
HQAYRHLLW,AYRHLLWLC,SSQHSRRLL,SQHSRRLLA,HSR
KIRC



insC

HWHQGQTHQAYRHLLWLCGQSRQDSSQHSRRLLAPW
RLLAPW,RLLAPWRPG,HQGQTHQAY,NVLPPRHRR,VLPP






RPGNQR*
RHRRR,QGQTHQAYR,RHWHQGQTH,QAYRHLLWL,HQA







YRHLLWL,THQAYRHLLW,QTHQAYRHLL,SSQHSRRLLA,H







SRRLLAPWR,WHQGQTHQAY,NVLPPRHRRR,HQGQTHQ







AYR,HLLWLCGQSR,LAPWRPGNQR,GQTHQAYRHL,GQSR







QDSSQH,SQHSRRLLAP,QHSRRLLAPW



ACSM2B
c.585G>T
p.K195N
VASECPSLRIKLLVSEKSCDGWLNF[p.K195N]NK
GWLNFNKLL
UCEC





LLNEASTTHHCVETGSQEASAIYF




ACTA1
c.823G>T
p.G275C
ITIGNERFRCPETLFQPSFIGMESA[p.G275C]CI
FIGMESACI,SACIHETTY,ESACIHETT,MESACIHET,ESACIH
LUAD





HETTYNSIMKCDIDIRKDLYANNV
ETTY,CIHETTYNSI,SFIGMESACI,MESACIHETT



ACTG1
c.64G>C
p.A22P
MEEEIAALVIDNGSGMCKAGF[p.A22P]PGDDAP
FPGDDAPRA,FPGDDAPRAV
MM





RAVFPSIVGRPRHQGVMVGM




ACTL6A
c.264de|A
p.L88fs
GPTYYIDTNALRVPRENMEAISPLK[p.L88fs]MGW
KMGWLKTGI,GIVSKLFWI,WLKTGIVSK,KLFWIIPTK,ILFSC
STAD





LKTGIVSKLFWIIPTKCMSNQKPVSILFSCQRHRG
QRHR,VSILFSCQR,IVSKLFWII,NQKPVSILF,PTKCMSNQK,






ILEQRERN*
MEAISPLKM,LKTGIVSKL,SKLFWIIPT,MSNQKPVSI,KMG







WLKTGIV,WLKTGIVSKL,GIVSKLFWII,KLFWIIPTKC,AISPLK







MGWL,CMSNQKPVSI,ISPLKMGWLK,GWLKTGIVSK,SILFS







CQRHR,NMEAISPLKM,LKMGWLKTGI,LKTGIVSKLF,MSN







QKPVSIL,SNQKPVSILF,FSCQRHRGIL,EAISPLKMGW



ACTL7B
c.1061G>A
p.R354H
TGFKEEMAANVLLCGGCTMLDGFPE[p.R354H]HFQR
HFQRELSLL,DGFPEHFQR,FPEHFQREL,TMLDGFPEH,MLD
CRC





ELSLLCPGDSPAVAAAPERKTS
GFPEHF,EHFQRELSL,MLDGFPEHF



ACTL7B
c.631G>A
p.E211K
IYSYGKTSGLVVESGHGVSHWPIS[p.E211K]KG
VSHVVPISK,VPISKGDVL,GVSHVVPISK,HVVPISKGDV
CESC





DVLPGLTSRADYAGGDLTNYLMQL




ACTL9
c.992G>A
p.R331H
EVPGLSPVGLSTMAKQSLRKLSLEM[p.R331H]HAD
LEMHADLAQ,HADLAQNVL,KLSLEMHADL,EMHADLAQN
CRC





LAQNVLLCGGSSLFTGFEGRFRA
V,MHADLAQNVL



ACTN2
c.2677G>T
p.D893Y
AYSGPGSVPGALDYAAFSSALYGES[p.D893Y]YL*
SSALYGESY,SALYGESYL,FSSALYGESY,SSALYGESYL
LUAD


ACVR1
c.617G>A
p.R206H
ADLLDHSCTSGSGSGLPFLVQRTVA[p.R206H]HQI
HQITLLECV,TVAHQITLL,RTVAHQITL,FLVQRTVAH,VQRT
UCEC





TLLECVGKGRYGEVWRGSWQGEN
VAHQI,RTVAHQITLL,VQRTVAHQIT,QRTVAHQITL,HQITLLECVG



ACVR1
c.869C>T
p.S290L
FIASDMTSRHSSTQLWLITHYHEMG[p.S290L]LL
GLLYDYLQL,LLYDYLQLT,ITHYHEMGL,HYHEMGLLY,HEM
CRC





YDYLQLTTLDTVSCLRIVLSIASG
GLLYDY,GLLYDYLQLT,LLYDYLQLTT,ITHYHEMGLL,THYHE







MGLLY,YHEMGLLYDY,HEMGLLYDYL,MGLLYDYLQL



ADAD1
c.32C>T
p.SIIL
MASNNHWFQS[p.SllL]LQVPSFAQMLKKNLPVQPA
SNNHWFQSL,FQSLQVPSF,LQVPSFAQM,FQSLQVPSFA,S
UCEC





TKTITTP
LQVPSFAQM,LQVPSFAQML,WFQSLQVPSF,ASNNHWFQSL



ADAD2
c.131G>A
p.G44E
LAASLQISPQPRPWRPLPAQAQSAW[p.G44E]EPAP
QSAWEPAPA,EPAPAPATY,AQAQSAWEP,AQSAWEPAP,
ACC





APATYRAEGGWPQVSVLRDSGP
WEPAPAPAT,AQSAWEPAPA,AQAQSAWEPA,SAWEPAP







APA,WEPAPAPATY



ADAM23
c.1139A>T
p.K380M
EKDQIDITTNPVQMLHEFSKYRQRI[p.K380M]MQ
RIMQHADAV,MQHADAVHL,KYRQRIMQH,FSKYRQRIM,I
KIRC





HADAVHLISRVTFHYKRSSLSYFG
MQHADAVH,IMQHADAVHL,MQHADAVHLI,KYRQRIMQ







HA,RQRIMQHADA,SKYRQRIMQH,RIMQHADAVH



ADAM28
c.217_218
p.K73fs
QEQFETELKYKMTINGKIAVLYLKK[p.K73fs]KQEP
CTRLHGNIL,KQEPPCTRL,KIAVLYLKKK,YLKKKQEPPC,KKQ
STAD



insA

PCTRLHGNIL*
EPPCTRL,KQEPPCTRLH



ADAM29
c.613G>A
p.V205I
IDNSTQKQSSYVGWWIHFRIVEIVV[p.V205I]II
RIVEIVVII,VIIDNYLYI,VVIIDNYLY,IVVIIDNYL,FRIVEIVVI,
GBM





DNYLYIRYERNDSKLLEDLYVIVN
IIDNYLYIRY,VVIIDNYLYI,VIIDNYLYIR,HFRIVEIVVI,IVV







IIDNYLY,EIVVIIDNYL,VEIVVIIDNY



ADAM30
c.2223G>T
p.Q741H
LKPKQEKMPLSKAKTEQEESKTKTV[p.Q741H]H
KTKTVHEES,KTKTVHEESK,KTVHEESKTK
LUAD





EESKTKTGQEESEAKTGQEESKAKT




ADAM30
c.289_290
p.G97L
KHVLHLWPKRLLLPRHLRVFSFTEH[p.G97L]LEL
RVFSFTEHL,SFTEHLELL,FSFTEHLEL,LELLEDHPY,HLELLED
SKCM



GG>TT

LEDHPYIPKDCNYMGSVKESLDSK
HPY,VFSFTEHLEL,LRVFSFTEHL,FSFTEHLELL,LELLEDHPYI



ADAM30
c.941C>A
p.S314Y
SSDWAHLYLQRKYNDALAWSFGKVC[p.S314Y]YLE
WSFGKVCYL,CYLEYAGSV,AWSFGKVCY,FGKVCYLEY,SFG
CRC





YAGSVSTLLDTNILAPATWSAHE
KVCYLEY,LAWSFGKVCY



ADAM32
c.1676G>A
p.R559Q
DRNNKYVFCGWRNLICGRLVCTYPT[p.R559Q]QK
LVCTYPTQK,CTYPTQKPF,RLVCTYPTQK,CTYPTQKPFH,VC
CRC





PFHQENGDVIYAFVRDSVCITVDY
TYPTQKPF



ADAM9
c.767G>A
p.R256Q
NQTAVREEMILLANYLDSMYIMLNI[p.R256Q]QIV
YIMLNIQIV,IMLNIQIVL,MLNIQIVLV,MYIMLNIQI,SMYIM
UCEC





LVGLEIWTNGNLINIVGGAGDVL
LNIQI,YIMLNIQIVL,IMLNIQIVLV,MYIMLNIQIV,IQIVLVGLEI



ADAMTS12
c.1075G>A
p.E359K
LNPVHHDVAVLLTRKDICAGFNRPC[p.E359K]KT
CAGFNRPCK,CKTLGLSHL,KTLGLSHLSG,FNRPCKTLGL,
UCS





LGLSHLSGMCQPHRSCNINEDSGL
AGFNRPCKTL



ADAMTS12
c.3157C>G
p.P1053A
RPRMLTTPTGPESMSTSTPAISSPS[p.P1053A]AT
TPAISSPSA,ISSPSATTA,AISSPSATTA,SSPSATTASK,STPAIS
CESC





TASKEGDLGGKQWQDSSTQPELSS
SPSA,TPAISSPSAT



ADAMTS14
c.712G>T
p.G238C
QQEWAEPDGDLHNEAFGLGDLPNLL[p.G238C]CLV
DLPNLLCLV,NLLCLVGDQL
LUAD





GDQLGDTERKRRHAKPGSYSIEV




ADAMTS16
c.2449G>A
p.D817N
LRRYYLNGHWTVDWPGRYKFSGTTF[p.D817N]NY
FSGTTFNYR,KFSGTTFNY,TTFNYRRSY,SGTTFNYRR,FSGTT
CRC





RRSYNEPENLIATGPTNETLIVEL
FNYRR,KFSGTTFNYR,YKFSGTTFNY,GTTFNYRRSY



ADAMTS17
c.1715A>C
p.N572T
SPWGAWSMCSRTCGTGARFRQRKCD[p.N572T]TP
RQRKCDTPP,RQRKCDTPPP
TGCT





PPGPGGTHCPGASVEHAVCENLPC




ADAMTS2
c.2842G>A
p.D948N
WEPCSQTCGRTGMQVRSVRCIQPLH[p.D948N]NN
LHNNTTRSV,SVRCIQPLHN,LHNNTTRSVH
CLL





TTRSVHAKHCNDARPESRRACSRE




ADAMTS20
c.1622G>T
p.R541L
KLHKGCFTQHVPPADGTDCGPGMHC[p.R541L]LH
CLHGLCVNK,GMHCLHGLCV,GPGMHCLHGL
LUAD





GLCVNKETETRPVNGEWGPWEPYS




ADAMTS20
c.3751C>A
p.R1251S
GKTTRQVLCMNYHQPIDENYCDPEV[p.R1251S]SP
SPLMEQECSL
LUAD





LMEQECSLAACPPAHSHFPSSPVQ




ADAMTS4
c.466C>T
p.R156W
TINGDPESVASLHWDGGALLGVLQY[p.R156W]WG
VLQYWGAEL,ALLGVLQYW,QYWGAELHL,LQYWGAELH,L
CRC





AELHLQPLEGGTPNSAGGPGAHIL
LGVLQYWGA,LQYWGAELHL,GALLGVLQYW,WGAELHLQPL



ADAMTS5
c.1645C>A
p.L549M
QGQMVCLTKKLPAVEGTPCGKGRIC[p.L549M]MQ
KGRICMQGK,TPCGKGRICM
LUAD





GKCVDKTKKKYYSTSSHGNWGSWG




ADAMTS8
c.1570G>A
p.V524M
TPCGPGHLCSEGSCLPEEEVERPKP[p.V524M]MA
KPMADGGWA,EEVERPKPM,MADGGWAPW,PMADGG
GBM





DGGWAPWGPWGECSRTCGGGVQFS
WAPW,EEEVERPKPM



ADAMTS9
c.1975G>T
p.G659W
FKSCNTEPCLKQKRDFRDEQCAHFD[p.G659W]WK
HFDWKHFNI,CAHFDWKHF,WKHFNINGL,DEQCAHFDW,
LUAD





HFNINGLLPNVRWVPKYSGILMKD
AHFDWKHFNI,WKHFNINGLL



ADAMTSL4
c.2332_2333
p.G778fs
TSCSRSCGPGTQHRQLQCRQEFGGG[p.G778fs]WL
WLLGAPGAL,GSWLSLEPV,SLEPVLRAV,RAVRPGPEK,SWLSLEPVL,
STAD



insG

LGAPGALWTSPPAQHHPVLPAAPLWPLGSWLSLEPV
HPVLPAAPL,LPAAPLWPL,SPPAQHHPV,PPAQHH






LRAVRPGPEKPAGSLCWEQW*
PVL,WPLGSWLSL,GPEKPAGSL,RQEFGGGWL,QEFGGGW







LL,LLGAPGALW,AQHHPVLPA,QHHPVLPAA,APLWPLGS







W,VLPAAPLWPL,AQHHPVLPAA,WLSLEPVLRA,LWPLGS







WLSL,AVRPGPEKPA,SWLSLEPVLR,SLEPVLRAVR,TSPPAQHH







PV,SPPAQHHPVL,APLWPLGSWL,RQEFGGGWLL,WLL







GAPGALW,GSWLSLEPVL,QEFGGGWLLG,HPVLPAAPLW



ADCY2
c.260C>T
p.A87V
LAVFFALGLEVEDHVAFLITVPTAL[p.A87V]VI
LVIFFAIFI,VIFFAIFIL,LITVPTALV,TVPTALVIF,TALVIFFAI,
DLBCL





FFAIFILVCIESVFKKLLRLFSLV
PTALVIFFA,ALVIFFAIF,ITVPTALVI,VPTALVIFF,FLITVPTALV,







ALVIFFAIFI,VIFFAIFILV,ITVPTALVIF,TVPTALVIFF,







TALVIFFAIF,PTALVIFFAI,LVIFFAIFIL,VPTALVIFFA



ADCY2
c.2662G>A
p.V888I
HVAEHFLARSLKNEELYHQSYDCVC[p.V888I]IM
SYDCVCIMF,IMFASIPDF,QSYDCVCIM,HQSYDCVCI,IMFA
OV





FASIPDFKEFYTESDVNKEGLECL
SIPDFK,CIMFASIPDF,HQSYDCVCIM,QSYDCVCIMF



ADCY2
c.3046C>A
p.P1016T
SFNDFKLRVGINHGPVIAGVIGAQK[p.1016]
AQKTQYDIW,TQYDIWGNTV,GVIGAQKTQY
LUAD





TQYDIWGNTVNVASRMDSTGVLDKIQ




ADCY5
c.1982G>A
p.R661H
SIETFLILRCTQKRKEEKAMIAKMN[p.R661H]
MIAKMNHQR,KAMIAKMNH,KMNHQRTNS,HQRTNSIGH,
CRC





HQRTNSIGHNPPHWGAERPFYN
MNHQRTNSI,KMNHQRTNSI,AMIAKMNHQR






HLGG




ADD3
c.1708G>A
p.E570K
HGPPAPPNPFSHLTEGELEEYKRTI[p.E570K]K
TIKRKQQGL,RTIKRKQQGL
UCEC





RKQQGLEDAEQELLSDDASSVSQIQ




ADGB
c.3371C>T
p.S1124L
PCNSFAIKEIRDYYIPNDKKILFRY[p.S1124L]L
ILFRYLVKV,KILFRYLVK,LFRYLVKVL,KKILFRYLV,KILFRYLVK
UCEC





VKVLTPQPATIQVRTSKPDAFIKLQ
V,ILFRYLVKVL,KKILFRYLVK,LVKVLTPQPA



ADH1A
c.461A>T
p.D154V
SRFTCRRKPIHHFLGISTFSQYTVV[p.D154V]V
YTVVVENAV,VVVENAVAK,TFSQYTVVV,SQYTVVVEN,STFSQYTV
KIRC





ENAVAKIDAASPLEKVCLIGCGFST
VV,SQYTVVVENA,VVVENAVAKI,TVVVENAVAK,YTVVVENAV







A,VENAVAKIDA



ADNP2
c.965de|C
p.S322fs
NSPSPAAGQPVTVAQGAPGSLTHSP[p.S322fs]
SLTHSPLLL,GSLTHSPLL,LTHSPLLLA,SLTHSPLLLA,APGSLTHSPL
STAD





LLLANPT*




AFF2
c.1790G>A
p.R597H
VKTNASQVPAEPKERPLLSLIREKA[p.R597H]HP
KAHPRPTQK,LIREKAHPR,REKAHPRPT,KAHPRPTQKI,SLIREKAHPR
PRAD





RPTQKIPETKALKHKLSTTSETVS




AFF3
c.2755G>A
p.E919K
INKNEKMLRSPISPLSDASKHKYTS[p.E919K]KD
ASKHKYTSK,TSKDLTSSSR,SKHKYTSKDL
BLCA





LTSSSRPNGNSLFTSASSSKKPKA




AFP
c.545C>G
p.A182G
TFMNKFIYEIARRHPFLYAPTILLW[p.Al82G]GAR
LLWGARYDK,LWGARYDKI,TILLWGARY,PTILLWGAR,PTIL
LUAD





YDKIIPSCCKAENAVECFQTKAA
LWGARY,YAPTILLWGA,LLWGARYDKI,ILLWGARYDK,LYAPTILLWG



AGAP1
c.381de|C
p.G127fs
GGRFKKEIVVDGQSYLLLIRDEGGP[p.G127fs]R
LPCGWTLLY,SLPCGWTLL,LLYLSSAWR,YLSSAWRMK,RSL
STAD





RRSLPCGWTLLYLSSAWRMK*
PCGWTL,LYLSSAWRM,WTLLYLSSA,GPRRRSLPC,TLLYLSS







AW,LLYLSSAWRM,RSLPCGWTLL,LIRDEGGPRR,LYLSSAW







RMK,SLPCGWTLLY,TLLYLSSAWR,RRSLPCGWTL,WTLLYL







SSAW,LPCGWTLLYL



AGAP3
c.2296C>T
p.R766W
VWEGALGGYSKPGPDACREEKERWI[p.R766W]
WIWAKYEQK,IWAKYEQKL,KERWIWAKY,WAKYEQKLF,E
GBM





WAKYEQKLFLAPLPSSDVPLGQQLLR
EKERWIWA,WIWAKYEQKL,IWAKYEQKLF,RWIWAKYEQK,







REEKERWIWA



AGAP6
c.207de|C
p.D69fs
MAAAVQPAEVTVEVGEDLHMHHVRD
TLKQKLWSL,HVRDGRCLK,CLKLWSLTF,LWSLTFLPI,YSRG
KIRC





[p.D69fs]GRCLKLWSLTFLPIQSQAQYS
TLKQK,KQKLWSLTL,HMHHVRDGR,LPIQSQAQY,LKLWSL






RGTLKQKLWSLTLLPIQRQA
TFL,SQAQYSRGT,QKLWSLTLL,KLWSLTFLPI,KLWSLTLLPI,






QYSRGTLKQML*
CLKLWSLTFL,KQKLWSLTLL,RCLKLWSLTF,HVRDGRCLKL,







FLPIQSQAQY,LTFLPIQSQA,DGRCLKLWSL,SQAQYSRGTL,







LKQKLWSLTL,YSRGTLKQML



AGAP6
c.380G>T
p.S127l
NPSANPEASTIFQRNSQTDVVEIRR[p.S127I]
RRINCTNHV,RINCTNHVSA
CLL,PRAD





INCTNHVSAVRFSQQYSLCSTIFLDD




AGAP7
c.211de|G
p.E71fs
AAAVQPAEVTVEVGEDLHMHHVRDR[p.E71fs]RCLK
HMHHVRDRR,HVRDRRCLK,CLKLWSLTL,RRCLKLWSL,LKL
KIRC





LWSLTLLPIQRQAQYSRGTLKQML*
WSLTLL,KLWSLTLLPI,CLKLWSLTLL,HVRDRRCLKL,DRRCLKLWSL,







RCLKLWSLTL,YSRGTLKQML



AGAP9
c.742A>G
p.M248V
STSQEDPQFSVPPTANTPTPVCKLS[p.M248V]VRWSNL
KLSVRWSNL,LSVRWSNLF,SVRWSNLFT,KLSVRWSNLF,SV
SKCM





FTSEKGSDPDKERKAPENHA
RWSNLFTS,TPTPVCKLSV,CKLSVRWSNL,TPVCKLSVRW



AGBL5
c.1260_1261
p.l420fs
KLNSVWIMPQQSAGLEESAPDTIPP[p.I420fs]QREWR
CFQKGLLHV,TIPPQREWR,FQKGLLHVR,RCLLCGPAW,LCG
STAD



insC

CLLCGPAWTCFQKGLLHVRKQL*
PAWTCF,REWRCLLCG,CGPAWTCFQK,DTIPPQREWR,CF







QKGLLHVR,LLCGPAWTCF,WRCLLCGPAW,REWRCLLCGP



AGMAT
c.937G>A
p.V313M
TGTPEIAGLTPSQALEIIRGCQGLN[p.V313M]MMGCDL
MMGCDLVEV,IRGCQGLNM,RGCQGLNMM,GLNMMGCDLV,
CRC





VEVSPPYDLSGNTALLAANL
NMMGCDLVEV,IIRGCQGLNM,IRGCQGLNMM



AGPAT4
c.634G>A
p.A212T
ISMQVARAKGLPRLKHHLLPRTKGF[p.A212]TITV
RTKGFTITV,FTITVRSLR,LPRTKGFTI,LLPRTKGFTI,RTKGFTI
CRC





RSLRNVVSAVYDCTLNFRNNEN
TVR,KGFTITVRSL,GFTITVRSLR,LPRTKGFTIT



AGRN
c.3851_3853
p.1284_1285
GATSGAIAAGATARATTASRLPSSA[p.l284_1285
ASRLPSSAA,RLPSSAAPR,SSAAPRAPH,APRAPHPSH,LPSS
KICH



de|TGA
VT>A
VT>A]APRAPHPSHTSQPVAKTTAAPTTRRPPT
AAPRA,RLPSSAAPRA,APRAPHPSHT



AGXT2
c.1504C>T
p.R502C
FSQTFRIAPSMCITKPEVDFAVEVF[p.R502C]
FAVEVFCSA,FCSALTQHM,VEVFCSALT,FAVEVFCSAL,CSA
UCEC





CSALTQHMERRAK*
LTQHMER,VFCSALTQHM



AHI1
c.909_910
p.K303fs
DDEISSMEQSTEDSMQDDTKPKPKK[p.K303fs]
KPKPKKNKK
STAD



insA

NKKED*




AHNAK
c.12449C>T
p.S4150F
KAPKISMPEVDLNLKGPKMKGDVDV[p.S4150F]FLP
KMKGDVDVF,KMKGDVDVFL,KGDVDVFLPK,PKMKGDVDVF
BLCA





KVEGDLKGPEVDIKGPKVDIDVP




AHNAK
c.15_16
p.5_6insE
MEKEE[p.5_6insE]ETTRELLLPNWQGS
KEEETTREL,EEETTRELL,KEEETTRELL,EEETTRELLL
KIRC



insGAG

GSHGLTIAQRDDGV




AHNAK
c.3658G>A
p.V1220I
ISMPDVDLHLKGPKVKGDVDVSVPK[p.V1220I]IEG
IEGEMKVPDV,VPKIEGEMKV
CLL





EMKVPDVEIKGPKMDIDAPDVEV




AHNAK
c.6341C>G
p.A2114G
PDVSLEGPEGKLKGPKLKMPEMHFK[p.A2114G]GPKIS
HFKGPKISM,MHFKGPKISM,PEMHFKGPKI
CLL





MPDVDLHLKGPKVKGDVDVSL




AHNAK
c.8665G>C
p.D2889H
LKGPEVDLKGPKVDIDVPDVNVQGP[p.D2889]HWHL
VQGPHWHLK,NVQGPHWHL,NVQGPHWHLK,HWHLKM
BLCA





KMPKMKMPKFSMPGFKAEGPEV
PKMK,VQGPHWHLKM



AHNAK2
c.3643C>T
p.P1215S
APKVEADVSLPSMQGDLKTTDLSIQ[p.P1215S]SPSADL
SPSADLEVH
KIRP





EVHAGQVDVKLLEGHVPEGA




AHNAK2
c.4918C>A
p.L1640M
PDVKMSLSSMEVDVQAPRAKLDGAQ[p.L1640M]MEG
AQMEGDLSL,QMEGDLSLA,RAKLDGAQM,AQMEGDLSLA
TGCT





DLSLADKAVTAKDSKFKMPKFKM




AHNAK2
c.6497C>T
p.S2166F
LANKDLTTKDSKFKMPKFKMPSFGV[p.S2166F]FA
KMPSFGVFA,SFGVFAPGK,FKMPSFGVF,GVFAPGKSI,MPS
KIRP





PGKSIEASVDVSPPKVEADMSLPS
FGVFAP,PSFGVFAPGK,KFKMPSFGVF,MPSFGVFAPG,FKMPSFGVFA



AICDA
c.391C>G
p.R131G
LRIFTARLYFCEDRKAEPEGLRRLH[p.R131]GAGV
RLHGAGVQI,GLRRLHGAGV,RLHGAGVQIA,RRLHGAGVQI,
LUSC





QIAIMTFKDYFYCWNTFVENHE
LHGAGVQIAI,HGAGVQIAIM



AICDA
c.431A>T
p.Y144F
RKAEPEGLRRLHRAGVQIAIMTFKD[p.Y144F]FF
IMTFKDFFY,MTFKDFFYC,FFYCWNTFV,TFKDFFYCW,DFF
GBM





YCWNTFVENHERTFKAWEGLHENS
YCWNTF,IAIMTFKDF,AIMTFKDFF,KDFFYCWNT,AIMTFK







DFFY,IAIMTFKDFF,MTFKDFFYCW,KDFFYCWNTF,DFFYCWNTFV



AIDA
c.740A>T
p.K247M
VDIELQKHVEKLTKGAAIFFEFKHY[p.K247M]MPK
IFFEFKHYM,EFKHYMPKK,MPKKRFTST,FEFKHYMPK,KHY
KIRC





KRFTSTKCFAFMEMDEIKPGPIV
MPKKRF,YMPKKRFTST,MPKKRFTSTK,FFEFKHYMPK,EFK







HYMPKKR,AIFFEFKHYM,FKHYMPKKRF



AK302879
c.572A>G
p.Q191R
AVSTQQQEEDRSSSCREAVLQWRLQ[p.
AVLQWRLQR,QWRLQRTIK,RTIKEQALL,LQWRLQRTI,VLQ
PRAD





Q191R]RTIKEQALLNAHVTQVTESLKQVQLE
WRLQRTI,EAVLQWRLQR,LQRTIKEQAL



AK7
c.476C>T
p.A159V
SALSEEVSHFEKRKLFILLSTVMTW[p.A159V]VR
LLSTVMTWV,VMTWVRSKA,TVMTWVRSK,MTWVRSKAL,
GBM





SKALDPEDSEVPFTEEDYRRRKSH
LSTVMTWVR,ILLSTVMTWV,TVMTWVRSKA,VMTWVRS







KAL,STVMTWVRSK,LLSTVMTWVR



AK8
c.728A>C
p.D243A
KLLEYHRNIVRVIPSYPKILKVISA[p.D243A]AQ
KILKVISAA,VISAAQPCV,AQPCVDVFY,AAQPCVDVF,KVIS
GBM





PCVDVFYQALTYVQSNHRTNAPFT
AAQPCV,AAQPCVDVFY,SAAQPCVDVF



AKAP12
c.3844G>A
p.E1282K
ILSKTEGTQEADQYADEKTKDVPFF[p.E1282K]KG
KTKDVPFFK,KDVPFFKGL,KTKDVPFFKG
CRC





LEGSIDTGITVSREKVTEVALKGE




AKAP13
c.8353de|A
p.K2785fs
QAPASTSASTRLFGLTKPKEKKEKK[p.K2785fs]RR
ALSPVMVPR,KRRTKPAAL,RTKPAALSP,RQKYQQRVK,QQRVKRSSA,
STAD





TKPAALSPVMVPRQKYQQRVKRSSADPLPLC*
RVKRSSADP,RSSADPLPL,KPAALSPVM,EKKRRT







KPA,YQQRVKRSS,VKRSSADPL,RTKPAALSPV,AALSPVMV







PR,RQKYQQRVKR,RVKRSSADPL,MVPRQKYQQR,KPAALS







PVMV,VPRQKYQQRV,KKRRTKPAAL,TKPAALSPVM,YQQRVKRSSA,







KRSSADPLPL,SPVMVPRQKY



AKAP9
c.10444C>A
p.L3482I
RRILYQNLNEPTTWSLTSDRTRNWV[p.L3482I]IQ
RTRNWVIQQ,SDRTRNWVI,RNWVIQQKI,RTRNWVIQQK
CRC





QKIEGETKESNYAKLIEMNGGGTG




AKAP9
c.11229de|G
p.M3743fs
YLLLLLGGFQECEDATLALLARMGG[p.
RMGGSQLSR,LARMGGSQL,RMGGSQLSRI,LLARMGGSQL
STAD





M3743fs]SQLSRI*




AKD1
c.3625de|A
p.R1209fs
DMKAKIRVDTIAKRRAELILERDKK[p.R1209fs]
MLLEMMKRL,TMMILKTSL,NLKKTMMIL,RMLLEMMKR,E
STAD





GGRMLLEMMKRLVRKNLKKT
MMKRLVRK,RLVRKNLKK,MMILKTSLK,TSLKMSFQK,KMS






MMILKTSLKMSFQKMRKR*
FQKMRK,MSFQKMRKR,KRLVRKNLK,KNLKKTMMI,LKKT







MMILK,KTMMILKTS,KTSLKMSFQ,SLKMSFQKM,MKRLV







RKNL,MILKTSLKM,KGGRMLLEM,RKNLKKTMM,LKTSLK







MSF,MLLEMMKRLV,MMILKTSLKM,NLKKTMMILK,TMM







ILKTSLK,KTSLKMSFQK,KMSFQKMRKR,GGRMLLEMMK,







MMKRLVRKNL,MKRLVRKNLK,KRLVRKNLKK,KTMMILKTS







L,SLKMSFQKMR,ILKTSLKMSF,LERDKKGGRM,KKGGRML







LEM,RMLLEMMKRL,RKNLKKTMMI,TSLKMSFQKM



AKNAD1
c.1859A>G
p.K620R
AEMTAPSPSCAFCRRLLEWKQNVEK[p.K620R]RGHG
NVEKRGHGR,RGHGRINCGR
HNSC





RINCGRFSIVLHEKAPHSDSTP




AKT1
c.49G>A
p.E17K
MSDVAIVKEGWLHKRG[p.E17K]KYIKTWRPR
WLHKRGKYI,LHKRGKYIK,RGKYIKTWR,KYIKTWRPR,GWL
BRCA,CESC,





YFLLKNDGTFIGYKERP
HKRGKY,WLHKRGKYIK,KYIKTWRPRY,HKRGKYIKTW
THCA


AKT2
c.867C>G
p.I289M
EYLHSRDVVYRDIKLENLMLDKDGH[p.I289M]MKI
LMLDKDGHM,HMKITDFGL,MLDKDGHMK,MLDKDGHM
BRCA





TDFGLCKEGISDGATMKTFCGTP
KI,LMLDKDGHMK



ALAS1
c.904G>C
p.G302R
PRVCGAVMDTLKQHGAGAGGTRNIS[p.G302R]RTS
GTRNISRTS,ISRTSKFHV,RTSKFHVDL,RNISRTSKF,NISRTS
KIRC





KFHVDLERELADLHGKDAALLFS
KFHV,GTRNISRTSK,TRNISRTSKF



ALB
c.881C>T
p.S294L
CCHGDLLECADDRADLAKYICENQD[p.S294L]
YICENQDLI,KYICENQDL,NQDLISSKL,CENQDLISS,KYICEN
CRC





LISSKLKECCEKPLLEKSHCIAEVEN
QDLI,AKYICENQDL



ALDH1A2
c.253C>T
p.R85C
PATGEQVCEVQEADKADIDKAVQAA[p.R85C]CLAFS
CLAFSLGSV,QAACLAFSL,AVQAACLAF,VQAACLAFSL,KAV
PRAD





LGSVWRRMDASERGRLLDKLA
QAACLAF,CLAFSLGSVW



ALDH1L1
c.2608G>A
p.A870T
KALYVSDKLQAGTVFVNTYNKTDVA[p.A870T]TPFGG
VATPFGGFK,DVATPFGGF,NKTDVATPF,DVATPFGGFK,YN
CRC





FKQSGFGKDLGEAALNEYLRV
KTDVATPF,TDVATPFGGF



ALDH2
c.858de|G
p.L286fs
TEIGRVIQVAAGSSNLKRVTLELGG[p.L286fs]RAPTS
SMMSLWSGA,MMSLWSGAL,SLGWSGTPL,VVGALLLTV,K
STAD





SCQMPIWIGPWNRPTSPCSSTRASAAVPAPGPSCRRTS
LSLRRSSA,ATSTRGSKR,QMPIWIGPW,STRASAAVP,RTSM






MMSLWSGALPGPSLGWSGTPLIARPSRGRRWMKLSLR
MSLWS,IARPSRGRR,PSRGRRWMK,RGRRWMKLS,RWM






RSSATSTRGSKRGRSCCVVGALLLTVVTSSS
KLSLRR,SLRRSSATS,SATSTRGSK,STRGSKRGR,RGRSCCVV






PLCLEMCRMA*
G,SSSPLCLEM,PIWIGPWNR,SSTRASAAV,TVVTSSSPL,RP







TSPCSST,GPSCRRTSM,RPSRGRRWM,LELGGRAPT,RAPTS







SCQM,CRRTSMMSL,RRTSMMSLW,SLWSGALPG,SGALP







GPSL,LGWSGTPLI,GRRWMKLSL,RSCCVVGAL,MPIWIGP







WN,SMMSLWSGAL,SLGWSGTPLI,CVVGALLLTV,VVGALL







LTVV,SSATSTRGSK,CQMPIWIGPW,STRASAAVPA,RASAA







VPAPG,SCRRTSMMSL,RTSMMSLWSG,TSMMSLWSGA,R







PSRGRRWMK,RGRRWMKLSL,GSKRGRSCCV,RGRSCCVV







GA,RSCCVVGALL,MPIWIGPWNR,LIARPSRGRR,SATSTRG







SKR,CSSTRASAAV,LTVVTSSSPL,APTSSCQMPI,GPWNRPT







SPC,SPCSSTRASA,GPSCRRTSMM,GRAPTSSCQM,CRRTS







MMSLW,MSLWSGALPG,WSGALPGPSL,GALPGPSLGW,I







ARPSRGRRW,MKLSLRRSSA,GRSCCVVGAL,TSSSPLCLEM,







LELGGRAPTS,SPLCLEMCRM



ALDH3A1
c.1685de|C
p.P562fs
ETFSHRRSCLVRPLMNDEGLKVRYP[p.P562fs]R
GLKVRYPRA,KVRYPRARP,EGLKVRYPR,GLKVRYPRAR,KV
STAD





ARPR*
RYPRARPR



ALG2
c.905C>A
p.S302Y
NVEHYQELKKMVQQSDLGQYVTFLR[p.S302Y]YFSD
TFLRYFSDK,QYVTFLRYF,RYFSDKQKI,GQYVTFLRY,YVTFL
CRC





KQKISLLHSCTCVLYTPSNEHF
RYFS,LGQYVTFLRY,VTFLRYFSDK,FLRYFSDKQK,GQYVTFLRYF



ALKBH1
c.409A>G
p.K137E
WHWVKQCLKLYSQKPNVCNLDKHMS[p.K137E]EEE
SEEETQDLW,HMSEEETQDL,MSEEETQDLW
LUAD





TQDLWEQSKEFLRYKEATKRRPR




ALPK2
c.1067de|T
p.L356fs
ECSDVMTDYSNAVWQRNLLGTEHVF[p.L356fs]Y*
LLGTEHVFY,NLLGTEHVFY
STAD


ALPK2
c.1568de|A
p.K523fS
LLSGESENSGMSQCWETAADKRVGG[p.K523fs]RT
RVGGRTYGA,RTYGARGVQ,RVGGRTYGAR,RTYGARGVQ
UCEC





YGARGVQGNLPG*
G,TAADKRVGGR,ADKRVGGRTY



ALPK2
c.157G>A
p.D53N
DAVLRCIISGQPKPEVTWYKNGQAI[p.D53N]NGS
NGSGIISNY,GQAINGSGI,INGSGIISNY,GQAINGSGII
LUSC





GIISNYEFFENQYIHVLHLSCCT




ALPPL2
c.92G>C
p.W31S
VLLLLGLRLQLSLGIIPVEEENPDF[p.W31S]SN
SNRQAAEAL,FSNRQAAEAL
TGCT





RQAAEALGAAKKLQPAQTAAKNLI




ALX4
c.377G>A
p.R126Q
PPPQPQPQQQQPQPQPPAQPHLYLQ[p.R126Q]QG
YLQQGACKT,HLYLQQGACK,LQQGACKTPP
BLCA





ACKTPPDGSLKLQEGSSGHSAALQ




AMBN
c.674C>A
p.S225Y
QGPSLPGLDFADPQGSTIFQIARLI[p.S225Y]YH
IFQIARLIY,FQIARLIYH,ARLIYHGPM,TIFQIARLIY,IARLIYH
UCEC





GPMPQNKQSPLYPGMLYVPFGANQ
GPM,IYHGPMPQNK,FQIARLIYHG



AMDHD1
c.7A>G
p.S3G
MA[p.53G]GGHSLLLENAQQVVLVCARGERFLAR
MAGGHSLLL
ACC


AMPH
c.874C>T
p.R292W
PSPLPSPTASPNHTLAPASPAPARP[p.R292W]WS
APARPWSPS,RPWSPSQTRK
CRC





PSQTRKGPPVPPLPKVTPTKELQQ




ANAPC1
c.1609A>G
p.T537A
PGLPAPSLTMSNTMPRPSTPLDGVS[p.T537A]APK
VSAPKPLSK,APKPLSKLL,GVSAPKPLSK
PAAD,PRAD





PLSKLLGSLDEVVLLSPVPELRD




ANK2
c.1358A>G
p.N453S
TESGLTPIHVAAFMGHLNIVLLLLQ[p.N453S]SG
VLLLLQSGA,LQSGASPDV,LLQSGASPDV,LQSGASPDVT
KIRC





ASPDVTNIRGETALHMAARAGQVE




ANK2
c.9227A>T
p.Q3076L
DDEAFEARVKEEEQKIFGLMVDRQS[p.Q3076L]LG
GLMVDRQSL,RQSLGTTPD,LMVDRQSLGT,FGLMVDRQSL,
LUAD





TTPDTTPARTPTEEGTPTSEQNPF
RQSLGTTPDT



ANK3
c.3966T>A
p.D1322E
LATQLYRELICVPYMAKFVVFAKMN[p.D1322E]E
KMNEPVESS,VVFAKMNEPV,KMNEPVESSL,EPVESSLRCF
TGCT





PVESSLRCFCMTDDKVDKTLEQQEN




ANKDD1A
c.71G>A
p.R24H
MQEELAWETDGLLPLERQLHEAA[p.R24H]HQNN
HEAAHQNNV,AHQNNVGRM,EAAHQNNVGR,LERQLHEA
UCEC





VGRMQELIGRRVNTRARNHVGR
AH,RQLHEAAHQN,AAHQNNVGRM



ANKFN1
c.840G>T
p.M280I
YRLYRRMKTGFEHARAPEMPTNVCL[p.M280I]IVT
EMPTNVCLI,LIVTSSTSL,MPTNVCLIV,CLIVTSSTSL,EMPTN
LUSC





SSTSLTVSFQEPLSVNAAVVTRY
VCLIV,IVTSSTSLTV,MPTNVCLIVT,PEMPTNVCLI



ANKLE1
c.1930_1933
p.C644fs
TAAPISGFRRGVCVCVCVCVCVCVC[p.C644fs]VCV
CVCREHPGR,REHPGRSPP,CVCVCVCVCR,REHPGRSPPG
TGCT



de|TGTT

CVCREHPGRSPPG*




ANKLE1
c.1932_1933
p.C644fs
TAAPISGFRRGVCVCVCVCVCVCVC[p.C644fs]VCV
RWYCWRGSK,CYRWYCWRG,QAERGLCYR,LCYRWYCWR,
TGCT



de|TT

CVCVGSTQADLPQAERGLCYRWYCWRGSK*
PQAERGLCY,AERGLCYRW,RGLCYRWYCW,GLCYRWYCW







R,LPQAERGLCY,AERGLCYRWY



ANKMY1
c.905A>T
p.N302I
KELDARIFLNEIPPFVEDGEPWFII[p.N302I]IE
FIIIETPLL,IIIETPLLV,IIETPLLVK,IETPLLVKI,FIIIETPLLV,
THCA





TPLLVKIQKQTYKFRNKPAHTSWN
IIIETPLLVK,WFIIIETPLL,GEPWFIIIET



ANKRDll
c.1106A>G
p.K369R
KDEYEFDEDDEQDRVPPVDDKHLLK[p.K369R]RD
HLLKRDYRK,KHLLKRDYR,KHLLKRDYRK
TGCT





YRKETKSNSFISIPKMEVKSYTKN




ANKRDll
c.6044A>C
p.Y2015S
SPKRFCPADPLHSAAPGPFSASEAP[p.Y2015S]S
SASEAPSPA,EAPSPAPPA,SPAPPASPA,FSASEAPSPA,SPAP
TGCT





PAPPASPAPYALPVAEPGLEDVKDG
PASPAP,SEAPSPAPPA



ANKRD12
c.1879G>A
p.E627K
HKEKSKHQKDFHLEFGEKSNAKIKD[p.E627K]KD
KSNAKIKDK,KDKDHSPTF,IKDKDHSPTF
BLCA





HSPTFENSDCTLKKMDKEGKTLKK




ANKRD12
c.2161G>C
p.E721Q
WKENFFKSDETEDLFLNMEHESLTL[p.E721Q]QK
LQKKSKLEK,TLQKKSKLEK
CESC





KSKLEKNIKDDKSTKEKHVSKERN




ANKRD32
c.2996C>A
p.T999N
SEFILASKGLTHLNELLMACKSHKE[p.T999N]N
KSHKENTSV,NTSVHTDWL,NTSVHTDWLL,KSHKENTSVH,
BLCA





TSVHTDWLLDLYAGNIKTLQKLPHI
KENTSVHTDW



ANKRD36
c.1010C>G
p.P337R
TSDKDDSVSNTATEIKDEQKSGTVL[p.P337R]RA
KSGTVLRAV,EQKSGTVLR,QKSGTVLRAV
CLL





VEQCLNRSLYRPDAVAQPVTENEF




ANKRD36
c.1133A>G
p.K378R
VAQPVTENEFSLESEIISKLYIPKR[p.K378R]R
RIISPRSIK,LYIPKRRII,KLYIPKRRI,KRRIISPRS,IPKRRIISP,
KIRC





IISPRSIKDVLPPVEEAVDRCLYLL
RRIISPRSI,ISKLYIPKRR,KLYIPKRRII,KRRIISPRSI,







IPKRRIISPR



ANKRD36
c.3040G>T
p.D1014Y
SEKPPGLKATSDEKDSVLNIARGKK[p.D1014Y]Y
RGKKYGEKTR,KKYGEKTRTV
CLL





GEKTRTVSSQKPPTLKATSDEEDSV




ANKRD36
c.3431T>C
p.M1144T
KSRTVSSPKQPALKAICDKEDSVPN[p.M1144T]TATE
SVPNTATEK,KEDSVPNTA,SVPNTATEKK,KEDSVPNTAT
CESC





KKDEQISGTVSCQKQPALKATS




ANKRD36C
c.1313A>G
p.H438R
LEKDTIKNQNLEKKYLKDFEIVKRK[p.H438R]
IVKRKREDL
PAAD,PRAD





REDLQKA




ANKRD50
c.1909G>A
p.V637M
WTALRSAAWGGHTEVVSALLYAGVK[p.V637M]MD
ALLYAGVKM,SALLYAGVKM
TGCT





CADADSRTALRAAAWGGHEDIVLN




ANKRD6
c.1435C>T
p.R479C
TQHQMRVLDKLMVERLSAERTECLN[p.R479C]CL
CLQQHSDTEK,AERTECLNCL
CRC





QQHSDTEKHEGEKRQISLVDELKT




ANO2
c.1000C>T
p.R334C
PLHDGEYDSPEDDMNDRKLLYQEWA[p.R334C]CY
YQEWACYGV,WACYGVFYK,ACYGVFYKF,LLYQEWACY,E
GBM





GVFYKFQPIDLIRKYFGEKIGLYF
WACYGVFY,QEWACYGVF,LYQEWACYGV,YQEWACYGVF,







WACYGVFYKF,KLLYQEWACY,EWACYGVFYK,QEWACYGVFY



ANO3
c.121G>T
p.A41S
GMNISKSEITKETSLKPSRRSLPCL[p.A41S]SQ
LSQSYAYSK,SLPCLSQSY,SLPCLSQSYA,CLSQSYAYSK,RSLP
LUAD





SYAYSKSLSQSTSLFQSTESESQA
CLSQSY,SQSYAYSKSL,LPCLSQSYAY



ANO3
c.2868G>T
p.M956I
IAYLIPDVPKGLHDRIRREKYLVQE[p.M956I]IM
LVQEIMYEA,KYLVQEIMY,IMYEAELEH,REKYLVQEI,EKYLV
CESC





YEAELEHLQQQRRKSGQPVHHEWP
QEIM,QEIMYEAEL,YLVQEIMYEA,IMYEAELEHL,RREKYLV







QEI,REKYLVQEIM,EKYLVQEIMY,VQEIMYEAEL



ANXA6
c.692G>A
p.R231Q
RSKQHLRLVFDEYLKTTGKPIEASI[p.R231Q]Q
IQGELSGDF,IEASIQGEL
HNSC





GELSGDFEKLMLAVVKCIRSTPEYF




AOC3
c.237_238
p.L79fs
QSQLFADLSREELTAVMRFLTQRLG[p.L79fs]A
GQLCLLSGV,CLLSGVAAA,RLLWQATPA,RFLTQRLGA,FLT
STAD



insG

RAGGCSPGPALGQLCLLSGVAAASQGCSPGSLG
QRLGAR,LWQATPAQR,SPGPALGQL,GPALGQLCL,CPGGT






QGEPPTCPGGTGHRLLWQATPAQRE*
GHRL,TQRLGARAG,SQGCSPGSL,FLTQRLGARA,RFLTQRL







GAR,LLWQATPAQR,GPALGQLCLL,CPGGTGHRLL,MRFLT







QRLGA,GQLCLLSGVA,HRLLWQATPA



AOX1
c.1520C>T
p.A507V
GRHWNEQMLDIACRLILNEVSLLGS[p.A507V]V
LLGSVPGGK,NEVSLLGSV,LLGSVPGGKV,SLLGSVPGGK,SV
GBM





PGGKVEFKRTLIISFLFKFYLEVSA
PGGKVEFK,GSVPGGKVEF



AP1G1
c.2168G>T
p.R723L
NDIAAGIPSITAYSKNGLKIEFTFE[p.R723L]L
ELSNTNPSV,LKIEFTFEL,FELSNTNPS,IEFTFELSN,GLKIEFTF
LUAD





SNTNPSVTVITIQASNSTELDMTDF
EL,IEFTFELSNT,FELSNTNPSV



AP1G2
c.727G>A
p.D243N
PQLVHILRTLVTMGYSTEHSISGVS[p.D243N]N
GVSNPFLQV,NPFLQVQIL,SISGVSNPF,SISGVSNPFL,HSISGVS
HNSC





PFLQVQILRLLRILGRNHEESSETM
NPF,NPFLQVQILR,VSNPFLQVQI



AP3S1
c.121_124
p.K41fs
LSKFYQPYSEDTQQQIIRETFHLVS[p.K41fs]E
LVSEMKMFV,TFHLVSEMK,ETFHLVSEM,FHLVSEMKM,HL
PAAD



de|AAGA

MKMFVIS*
VSEMKMF,SEMKMFVIS,RETFHLVSE,HLVSEMKMFV,LVS







EMKMFVI,ETFHLVSEMK,RETFHLVSEM,FHLVSEMKMF



AP4B1
c.826C>T
p.R276W
VVMGATKLFLILAKMFPHVQTDVLV[p.R276W]W
VQTDVLVWV,VLVWVKGPL,QTDVLVWVK,HVQTDVLVW,
PRAD





VKGPLLAACSSESRELCFVALCHVR
VLVWVKGPLL,HVQTDVLVWV,VQTDVLVWVK,DVLVWVKGPL



APBA1
c.1870G>A
p.E624K
LIAQSIGQAFSVAYQEFLRANGINP[p.E624K]K
FLRANGINPK,GINPKDLSQK,NPKDLSQKEY
CRC





DLSQKEYSDLLNTQDMYNDDLIHFS




APBA1
c.2190G>T
p.K730N
QIMSINGTSLVGPLSTCQSIIKGL[p.K730N]NN
GLNNQSRVK,KGLNNQSRVK,IIKGLNNQSR
CRC





QSRVKLNIVRCPPVTTVLIRRPDL




APBB2
c.729_730
p.T243fs
EDGQVATVSSSPETKKDHPKTGAKT[p.T243fs]R
GAKTRLCTA,KTRLCTAPD,KTRLCTAPDP,HPKTGAKTRL
LUAD



insC

LCTAPDPEPGTER*




APC
c.2540de|A
p.E847fs
PYLNTTVLPSSSSSRGSLDSSRSEK[p.E847fs]
SSRSEKIEV,EVWRENAEL,EVWRENAELV,SSRSEKIEVW,IE
CRC





IEVWRENAELV*
VWRENAEL



APC
c.4060de|T
p.F1354fs
PRTKSSRLQGSSLSSESARHKAVEF[p.F1354fs]L
CLADVLLSV,VLLSVHLIV,LLSVHLIVL,TMFRRPHSC,SVHLIV
CRC





QERNLPPKVVLRHPKVHLNTMFRRPHSCLADVLLSVHLI
LRV,KVHLNTMFR,LSVHLIVLR,VVRLPAPFR,RVVRLPAPF,K






VLRVVRLPAPFRVNHAVEW*
VVLRHPKV,VLRHPKVHL,MFRRPHSCL,VLRVVRLPA,KAVE







FLQER,NLPPKVVLR,HLIVLRVVR,DVLLSVHLI,HPKVHLNT







M,RPHSCLADV,APFRVNHAV,ARHKAVEFL,RNLPPKVVL,F







RVNHAVEW,LPAPFRVNH,VEFLQERNL,QERNLPPKV,ADV







LLSVHL,TMFRRPHSCL,VLLSVHLIVL,SVHLIVLRVV,HLIVLR







VVRL,FLQERNLPPK,KVHLNTMFRR,RVVRLPAPFR,SARHK







AVEFL,RNLPPKVVLR,MFRRPHSCLA,VVRLPAPFRV,LLSVHLIVLR,







DVLLSVHLIV,LSVHLIVLRV,HPKVHLNTMF,RPHSCL







ADVL,LPAPFRVNHA,NTMFRRPHSC,LQERNLPPKV,RHPK







VHLNTM,HLNTMFRRPH,CLADVLLSVH,LRWRLPAPF,ADVLLSVHLI



APOB
c.128C>T
p.A43V
LLLLLAGARAEEEMLENVSLVCPKD[p.A43V]VTRFKH
VTRFKHLRK,LVCPKDVTR,DVTRFKHLR,VTRFKHLRKY,SLV
CRC





LRKYTYNYEAESSSGVPGTA
CPKDVTR,DVTRFKHLRK,LVCPKDVTRF



APOB
c.2917C>A
p.L973M
TKTEVIPPLIENRQSWSVCKQVFPG[p.L973M]MN
GMNYCTSGA,KQVFPGMNY,MNYCTSGAY,GMNYCTSGA
LUAD





YCTSGAYSNASSTDSASYYPLTGD
Y,SVCKQVFPGM,CKQVFPGMNY,KQVFPGMNYC



APOB
c.9306C>A
p.F3102L
FLSPSAQQASWQVSARFNQYKYNQN[p.F3102L]L
NQYKYNQNL,YKYNQNLSA,NLSAGNNENI,QYKYNQNLSA,
UCEC





SAGNNENIMEAHVGINGEANLDFLN
FNQYKYNQNL,NQYKYNQNLS,YKYNQNLSAG,LSAGNNENIM



APOB
c.9406C>T
p.R3136C
MEAHVGINGEANLDFLNIPLTIPEM[p.R3136C]C
TIPEMCLPY,PEMCLPYTI,LTIPEMCLPY,PEMCLPYTII,IPLTI
CRC





LPYTIITTPPLKDFSLWEKTGLKEF
PEMCL,IPEMCLPYTI



APOBR
c.2519G>T
p.R840L
SQVEAFESREGGPWGGRVEAEESAG[p.R840L]V
VEAEESAGV,VEDSCGLDPA
LUAD





EDSCGLDPAGSQTARAEGMGAMVEA




APOD
c.344C>T
p.S115L
IEGEATPVNLTEPAKLEVKFSWFMP[p.S115L]LA
FMPLAPYWI,WFMPLAPYW,KFSWFMPLA,SWFMPLAPY,
CESC





PYWILATDYENYALVYSCTCIIQL
MPLAPYWIL,VKFSWFMPL,FSWFMPLAPY,FMPLAPYWIL,







SWFMPLAPYW,WFMPLAPYWI,EVKFSWFMPL,VKFSWF







MPLA,MPLAPYWILA



APOE
c.388T>C
p.C130R
EETRARLSKELQAAQARLGADMEDV[p.C130R]R
RGRLVQYRG,MEDVRGRLV,DVRGRLVQYR
ACC





GRLVQYRGEVQAMLGQSTEELRVRL




APOOL
c.412A>C
p.I138L
PKMGVITVSGLAGLVSARKGSKFKK[p.I138L]L
KLTYPLGLA,KFKKLTYPL,GSKFKKLTY,KKLTYPLGL,LTYPLGL
CLL





TYPLGLATLGATVCYPVQSVIIAKV
ATL,KFKKLTYPLG,KGSKFKKLTY,SKFKKLTYPL,FKKLTYPLGL



APPL1
c.2002C>T
p.R668W
ERVKEKQQKELNKQKQIEKDLEEQS[p.R668W]W
SWLIAASSR,LEEQSWLIA,EEQSWLIAA,QSWLIAASSR,IEK
CRC





LIAASSRPNQASSEGQFVVLSSSQS
DLEEQSW,LEEQSWLIAA,EEQSWLIAAS,KDLEEQSWLI



AQP10
c.782A>T
p.Q261L
SAGNGWWWVPVVAPLVGATVGTATY[p.Q261L]L
GTATYLLLV,ATYLLLVAL,ATVGTATYL,TVGTATYLL,GTATYL
LUAD





LLVALHHPEGPEPAQDLVSAQHKAS
LLVA,ATYLLLVALH,ATVGTATYLL



AQP2
c.203A>C
p.N68T
QIAMAFGLGIGTLVQALGHISGAHI[p.N68T]TPAV
HITPAVTVA,SGAHITPAV,TPAVTVACL,AHITPAVTV,HISG
KIRP





TVACLVGCHVSVLRAAFYVAAQ
AHITPA,ITPAVTVACL,TPAVTVACLV,AHITPAVTVA



AQPEP
c.925G>A
p.A309T
KEDVNGSKWTVTTFSTTPHMPTYLV[p.A309T]TFVI
HMPTYLVTF,PTYLVTFVI,TYLVTFVIC,LVTFVICDY,MPTYLVTFV,
CRC





CDYDHVNRTERGKEIRIWARKD
HMPTYLVTFV,PHMPTYLVTF,YLVTFVICDY,MPTYLVTFVI



ARAP3
c.3677G>T
p.R1226L
ASLLLKKVPLAQAGCLFTGIRRESP[p.Rl226L]L
GIRRESPLV,TGIRRESPL,RRESPLVGL,RESPLVGLL,FTGIRRE
LUAD





VGLLRCREEPPRLLGSRFQERFFLL
SPL,IRRESPLVGL



ARF4
c.446G>A
p.R149H
FANKQDLPNAMAISEMTDKLGLQSL[p.R149H]H
SLHNRTWYV,HNRTWYVQA,QSLHNRTWY,LQSLHNRTW,QS
CRC





NRTWYVQATCATQGTGLYEGLDWLS
LHNRTWYV,LQSLHNRTWY,KLGLQSLHNR,GLQSLHNRTW



ARFGAP2
c.113G>A
p.S38N
LFKRLRAVPTNKACFDCGAKNPSWA[p.S38N]N
SWANITYGV,NPSWANITY,WANITYGVF,AKNPSWANI,ANITYGVF
PRAD





ITYGVFLCIDCSGVHRSLGVHLSFI
L,SWANITYGVF,GAKNPSWANI,KNPSWANITY,NI







TYGVFLCI,WANITYGVFL



ARFGAP3
c.896de|A
p.N299fs
SLRLAYKDLEIQMKKDEKMNISGKK[p.N299fs]
KMLTQTDSA,EIAEVLFHI,KMNISGKKM,DSAWDLEIA,MLT
PRAD





MLTQTDSAWDLEIAEVLFHIQ*
QTDSAW,TQTDSAWDL,LEIAEVLFH,WDLEIAEVL,QTDSA







WDLEI,SAWDLEIAEV,KMNISGKKML,EKMNISGKKM,KK







MLTQTDSA,KMLTQTDSAW,LEIAEVLFHI,WDLEIAEVLF



ARFGEF1
c.4654_4655
p.P1552fs
LDIFKTTIPHALLTWRPNSGETAPP[p.Pl552fs]T
ETAPPTSIS,GETAPPTSI,ETAPPTSISC
STAD



insC

SISCK*




ARFGEF1
c.4894G>A
p.D1632N
KFPEQKLFAALLIKCVVQLELIQTI[p.D1632N]
ELIQTINNI,LIQTINNIV,QTINNIVFF,IQTINNIVF,TINNIVFFP
CRC





NNIVFFPATSKKEDAENLAAAQRDAV
A,ELIQTINNIV,IQTINNIVFF,LIQTINNIVF,LELIQTINNI



ARFIP2
c.257G>T
p.R86L
GLIPTGSGRHPSHSTTPSGPGDEVA[p.R86L]L
VALGIAGEK,ALGIAGEKF,DEVALGIAG,VALGIAGEKF,DEVAL
LUAD





GIAGEKFDIVKKWGINTYKCTKQLL
GIAGE



ARHGAP24
c.103A>G
p.T35A
NPQQGQGRQNAIKCGWLRKQGGFVK[p.T35A]A
KAWHTRWFV,AWHTRWFVL,GFVKAWHTR,RKQGGFVKA,
TGCT





WHTRWFVLKGDQLYYFKDEDETKPL
KQGGFVKAW,FVKAWHTRW,VKAWHTRWF,AWHTRWF







VLK,GFVKAWHTRW,KAWHTRWFVL,FVKAWHTRWF,RKQGGFVKAW



ARHGAP32
c.3757G>A
p.E1253K
LEFADKSPTPPNLPSDKIYPPSGSP[p.El253K]
SPKENTSTA,KENTSTATM,KIYPPSGSPK,SPKENTSTAT,KENT
CRC





KENTSTATMTYMTTTPATAQMSTKEA
STATMT



ARHGAP36
c.382C>T
p.R128C
GQQRAVSHKTFGISLEEVLVNEFTR[p.R128C]
LVNEFTRCK,FTRCKHLEL,CKHLELTAT,NEFTRCKHL,VLVNE
CRC





CKHLELTATMQVEEATGQAAGRRRGN
FTRCK,CKHLELTATM



ARHGAP36
c.440C>T
p.A147V
VNEFTRRKHLELTATMQVEEATGQA[p.A147V]
VGRRRGNVV,VEEQTGQAV,VGRRRGNVVR
CRC





VGRRRGNVVRRVFGRIRRFFSRRRNE




ARHGAP36
c.47C>A
p.P16H
MGGCIPFLKAARALC[p.P16H]HRIMPPL
KAARALCHR,AARALCHRI,RALCHRIMP,LKAARALCH,ARA
LUAD





LLLSAFIFLVSVLGGAPGH
LCHRIM,HRIMPPLLL,ALCHRIMPPL,KAARALCHRI,AARAL







CHRIM,RALCHRIMPP,HRIMPPLLLL



ARHGAP5
c.2071A>T
p.M691L
ESLSFIGEFIGKIRTEASQIRKDKY[p.M691L]
YLANLPFTL,KYLANLPFT,QIRKDKYLA,LANLPFTLI,DKYLAN
GBM





LANLPFTLILANQRDSISKNLPILRH
LPF,SQIRKDKYL,RKDKYLANL,YLANLPFTLI,KYLANLPFTL,K







DKYLANLPF,LANLPFTLIL



ARHGAP5
c.2670de|T
p.D890fs
RAFLSEVQDTIPVQLVAVTDSQADF[p.D890fs]
VTDSQADFL,FLKMRLSKS,DFLKMRLSK,VTDSQADFLK,SQ
CRC,STAD





LKMRLSKS*
ADFLKMRL,DSQADFLKMR



ARHGAP9
c.409C>T
p.R137C
QQVSLAEGDRFLLLRKTNSDWWLAR[p.R137C]C
SDWWLARCL,WLARCLEAPS
BRCA





LEAPSTSRPIFVPAAYMIEESIPSQ




ARHGEF17
c.1844de|C
p.A615fs
VQEARQVFEKIQRMGAQQDDGSDAP[p.A615fs]
LEQLTGQGM,QQDDGSDAPL
STAD





LEALTGQGM*




ARHGEF5
c.1460A>G
p.E487G
PISLLGSFLTEESPDKEIDQNSQQE[p.E487G]GSRL
GSRLRKGTV,SQQEGSRLRK
KIRC





RKGTVSSQGTEVVFASASVTPP




ARHGEF5
c.4535de|C
p.S1512fs
EKLRWISALAMPREELDLLECYNSP[p.S1512fs]
RMMNWHWRK,NWHWRKPTW,CYNSPRYSA,LLECYNSP
STAD





RYSAFEPTSPERMMNWHWRKPTW*
R,YNSPRYSAF,LECYNSPRY,LLECYNSPRY,MMNWHWRKP







T,SAFEPTSPER,CYNSPRYSAF,RMMNWHWRKP,DLLECYN







SPR,SPRYSAFEPT,MNWHWRKPTW,FEPTSPERMM,SPERMMNWHW



ARID1A
c.1841C>T
p.S614L
QTAYSQQRFPPPQELSQDSFGSQAS[p.S614L]LA
SLAPSMTSS,LAPSMTSSK,DSFGSQASL,SQASLAPSM,SLAP
BLCA





PSMTSSKGGQEDMNLSLQSRPSSL
SMTSSK,DSFGSQASLA,GSQASLAPSM,SQASLAPSMT



ARID1A
c.3211de|A
p.K107lfs
KPLDLYRLYVSVKEIGGLTQVNKNK[p.K1071fs]N
SMWAHQAVL,NLQPTSMWA,TSMWAHQAV,WAHQAVL
STAD





GGNLQPTSMWAHQAVLPAP*
PA,LQPTSMWAH,TSMWAHQAVL,SMWAHQAVLP,MWAHQAVLPA



ARID1A
c.3972de|C
p.Y1324fs
STGAPQPNLMPSNPDSGMYSPSRYP[p.Y1324fs]RSS
GQWMAHMAL,KMYTTSMAM,YTTSMAMPI,SMAMPILP
STAD





SSSSSNDMIPMAISSPPKAPLLAAPSPASRLQCINSN
L,HMALLPSGT,LLSADQQAA,MALLPSGTK,KLPSLPLSK,PM






SRITSGQWMAHMALLPSGTKGRCTACHTALGRGSLSSS
AISSPPK,QWMAHMALL,MYSPSRYPR,KGRCTACHT,LSKM






SCPQPSPSLPASNKLPSLPLSKMYTTSMAMPILPLPQLLL
YTTSM,RTNFHSSLA,HPLAPMPSK,LAAPSPASR,TACHTAL






SADQQAAPRTNFHSSLAETVSLHPLAPMPSKTCHHK*
GR,HTALGRGSL,TTSMAMPIL,ETVSLHPLA,YPRSSSSSS,IP







MAISSPP,SPASRLQCI,LPASNKLPS,LPSLPLSKM,MPILPLP







QL,APRTNFHSS,QQAAPRTNF,SSSNDMIPM,VSLHPLAPM,







SSSSSSNDM,ISSPPKAPL,SRITSGQWM,MAHMALLPS,AH







MALLPSG,RCTACHTAL,SNKLPSLPL,SKMYTTSMA,FHSSLA







ETV,SSLAETVSL,AETVSLHPL,LPLPQLLLS,GQWMAHMAL







L,AMPILPLPQL,LLLSADQQAA,WMAHMALLPS,KLPSLPLSK







M,GMYSPSRYPR,HMALLPSGTK,CTACHTALGR,MYTTSM







AMPI,IPMAISSPPK,RLQCINSNSR,KGRCTACHTA,ASNKLP







SLPL,LSKMYTTSMA,TSMAMPILPL,RTNFHSSLAE,ITSGQ







WMAHM,LLAAPSPASR,LSADQQAAPR,SSNDMIPMAI,YT







TSMAMPIL,TVSLHPLAPM,YPRSSSSSSS,SPPKAPLLAA,APL







LAAPSPA,CPQPSPSLPA,SPSLPASNKL,LPASNKLPSL,MPIL







PLPQLL,APRTNFHSSL,SKMYTTSMAM,LPSLPLSKMY,SSSS







SSSNDM,SSSSNDMIPM,ISSPPKAPLL,LAAPSPASRL,LQCI







NSNSRI,SGQWMAHMAL,GRCTACHTAL,SSCPQPSPSL,K







MYTTSMAMP,DQQAAPRTNF,QQAAPRTNFH,HSSLAETVSL,







LAETVSLHPL,LPLPQLLLSA,AETVSLHPLA



ARID1A
c.5542de|G
p.G1848fs
VDCSDKLGRVQEFDSGLLHWRIGGG[p.G1848s]
RQSCCLPGL,CLPGLTHPA,LSISRPTSR,ISRPTSRAR,RARQSCCLP,
STAD





TPLSISRPTSRARQSCCLPGLT
LTHPAHQPL,RPTSRARQS,WRIGGGTPL,LPGLTHPA






HPAHQPLGSM*
H,GLTHPAHQPL,LLHWRIGGGT,SISRPTSRAR,HWRIGGGT







PL,TSRARQSCCL,RARQSCCLPG,RPTSRARQSC,HPAHQPL







GSM,RIGGGTPLSI,ARQSCCLPGL,RQSCCLPGLT



ARID1A
c.6415de|C
p.P2139fs
RLVLETLSKLSIQDNNVDLILATPP[p.P2139fs]S
IALWCASSV,ALWCASSVT,WLRGTAWQL,GTAWQLVPL,IL
STAD





AAWRSCIALWCASSVTERTRCAGRWLWYCWPTWLRGTA
ATPPSAA,AWRSCIALW,RWLWYCWPT,WLWYCWPTW,LWYCWPTWL,






WQLVPLQCRRAVSATSWAS*
RTRCAGRWL,RAVSATSWA,RCAGRWLWY,







WYCWPTWLR,QLVPLQCRR,WPTWLRGTA,VPLQCRRAV,SAAW







RSCIA,LATPPSAAW,AAWRSCIAL,LQCRRAVSA,RR







AVSATSW,CIALWCASSV,WLWYCWPTWL,WLRGTAWQL







V,CAGRWLWYCW,RWLWYCWPTW,TWLRGTAWQL,RTR







CAGRWLW,LATPPSAAWR,LWCASSVTER,VTERTRCAGR,







LWYCWPTWLR,SAAWRSCIAL,WPTWLRGTAW,ILATPPSA







AW,AAWRSCIALW,TERTRCAGRW,RGTAWQLVPL,LQCR







RAVSAT,CRRAVSATSW,RAVSATSWAS



ARID3A
c.1649_1650
p.G550fs
NGIMYTGVLFAQPPAPTPTSAPNKG[p.G550fs]R
QQRRRPGRK,AVHTLHIYL,GAVHTLHIY,WASGAVHTL,RPG
CLL



de|GA

RRRRQQQQRRRPGRKHRNQRRPGWASGAVHTLHIYLK*
WASGAV,NQRRPGWAS,AVHTLHIYLK,GWASGQVHTL,Q







QQRRRPGRK,SGAVHTLHIY,RQQQQRRRPG



ARID4A
c.3462T>A
p.D1154E
LNVSKPQKLARSPARISPHIKDGEK[p.D1154E]EK
HIKDGEKEK
CLL





HREKHPNSSPRTYKWSFQLNELDN




ARL13B
c.1073G>T
p.R358L
ETDRPSLESANGKKKTKKLRMKRNH[p.R358L]L
KLRMKRNHL,RMKRNHLVE,LRMKRNHLV,KRNHLVEPL,KL
LUAD





VEPLNIDDCAPESPTPPPPPPPVGW
RMKRNHLV,RMKRNHLVEP,MKRNHLVEPL,KKLRMKRNHL



ARL16
c.16G>A
p.G6R
MRVAG[p.G6R]RRALSRGAELRVPGGAKHGMCLLLGA
RVAGRRALS,MRVAGRRAL,RVAGRRALSR,AGRRALSRGA,
SKCM






RRALSRGAEL



ARL6IP1
c.223A>T
p.M75L
GVVSLVFLIIYYLDPSVLSGVSCFV[p.M75L]L
GVSCFVLFL,SGVSCFVLF,VLFLCLADY,LSGVSCFVL,VLSGVS
MM





FLCLADYLVPILAPRIFGSNKWTTE
CFVL,VLFLCLADYL,LSGVSCFVLF,FVLFLCLADY



ARMC3
c.1540G>A
p.A514T
LRSKNDEVRKHASWAVMVCAGDELT[p.A514T]TNEL
TTNELCRLGA
TGCT





CRLGALDILEEVNVSGTRKNKF




ARMC4
c.64G>A
p.E22K
MGVALRKLTQWTAAGHGTGIL[p.E22K]KITPL
KITPLNEAI,AGHGTGILK,TGILKITPL,LKITPLNEA,ILKITPLNE
SKCM





NEAILKEIIVFVESFIYKHPQ
A,AAGHGTGILK,LKITPLNEAI



ARNTL
c.1184C>T
p.T395M
GTSCYEYFHQDDIGHLAECHRQVLQ[p.T395M]
RQVLQMREK,LQMREKITT,AECHRQVLQM,RQVLQMREKI,
CRC





MREKITTNCYKFKIKDGSFITLRSRW
LQMREKITTN,MREKITTNCY



ARPC1A
c.636C>A
p.F212L
SKMPFGQLMSEFGGSGTGGVVVHGVS[p.F212L]L
WVHGVSLSA,SLSASGSRL,GGWVHGVSL,SLSASGSRLA,GV
LUSC





SASGSRLAVVVSHDSTVSVADASKSV
SLSASGSR,VSLSASGSRL,LSASGSRLAW



ARPP21
c.1013G>A
p.R338H
SSSENELKWSDHQRAWSSTDSDSSN[p.R338H]HNLK
HNLKPAMTK,SNHNLKPAM,SSNHNLKPAM
CRC





PAMTKTASFGGITVLTRGDSTS




ARPP21
c.388de|A
p.I130fs
HNVEKQDIATYYCALWEVHSKLGKK[p.I130fs]S
SLSLQINNL,MQMFPPSPL,RLEHTFVFL,FVFLRNFSL,FLRNF
STAD





RYLVPEQSLSLQINNLMQMFPPSPLFFFLQLLKQS
SLML,LQINNLMQM,LFFFLQLLK,LMLLRYIGK,MLLRYIGKK,






SRRLEHTFVFLRNFSLMLLRYIGKKRRA
RNFSLMLLR,RATRFWDPR,RYLVPEQSL,QMFPPSPLF,MF






TRFWDPRRGTP*
PPSPLFF,RRLEHTFVF,VFLRNFSLM,HSKLGKKSR,KLGKKSR







YL,LGKKSRYLV,KSRYLVPEQ,KQSSRRLEH,SRRLEHTF,RYI







GKKRRA,IGKKRRATR,ATRFWDPRR,NFSLMLLRY,LLRYIGKKR,







SPLFFFLQL,LLKQSSRRL,YIGKKRRAT,QINNLMQMF,HT







FVFLRNF,SKLGKKSRY,LSLQINNLM,LRNFSLMLL,GKKRRA







TRF,KKRRATRFW,FPPSPLFFF,PPSPLFFFL,KLGKKSRYLV,Y







LVPEQSLSL,LMQMFPPSPL,FVFLRNFSLM,FLRNFSLMLL,S







LSLQINNLM,PLFFFLQLLK,RLEHTFVFLR,SLMLLRYIGK,LML







LRYIGKK,LQINNLMQMF,MQMFPPSPLF,QMFPPSPLFF,M







FPPSPLFFF,RRLEHTFVFL,TFVFLRNFSL,VFLRNFSLML,KSR







YLVPEQS,SSRRLEHTFV,HTFVFLRNFS,RATRFWDPRR,ATR







FWDPRRG,HSKLGKKSRY,RNFSLMLLRY,FLQLLKQSSR,ML







LRYIGKKR,LLRYIGKKRR,YIGKKRRQTR,FPPSPLFFFL,SPLFF







FLQLL,SRYLVPEQSL,SLQINNLMQM,LKQSSRRLEH,KQSSR







RLEHT,QSSRRLEHTF,SRRLEHTFVF,VPEQSLSLQI



ARRB2
c.295A>C
p.T99P
LSFRKDLFIATYQAFPPVPNPPRPP[p.T99P]PR
RPPPRLQDRL
TGCT





LQDRLLRKLGQHAHPFFFTVRMPL




ARRDC4
c.235A>G
p.T79A
ALRLEAQGRATAAWGPSTCPRASAS[p.T79A]A
RASASAAAL,ASASAAALA,SASAAALAV,CPRASASAA,ASA
ACC





AALAVFSEVEYLNVRLSLREPPAGE
AALAVF,AAALAVFSEV,STCPRASASA,RASASAAALA,ASAS







AAALAV,CPRASASAAA,SASAAALAVF



ARSD
c.701C>G
p.A234G
LGILTLAAGQTCGFFSVSARAVTGM[p.A234G]GGVG
MGGVGCLFF,SARAVTGMG,GMGGVGCLF,GMGGVGCLF
KIRC





CLFFISWYSSFGFVRRWNCILM
F,SARAVTGMGG,TGMGGVGCLF



ARSD
c.701_709
p.AGV234
LGILTLAAGQTCGFFSVSARAVTGM[p.AGV234de|]
TGMGCLFFI,VTGMGCLFF,SARAVTGMG,AVTGMGCLF,
KIRC



de|CCGGC
de|
GCLFFISWYSSFGFVRRW
GMGCLFFISW,MGCLFFISWY,RAVTGMGCLF,AVTGMGCLFF




GTGG

NCILMRNHDVTEQPMV




ARSG
c.391G>A
p.V131I
FAVTSVGGLPLNETTLAEVLQQAGY[p.V131I]ITG
QQAGYITGI,EVLQQAGYI,LQQAGYITG,LQQAGYITGI,QQAGYI
CRC





IIGKWHLGHHGSYHPNFRGFDYY
TGII,AGYITGIIGK,GYITGIIGKW,AEVLQQAGYI



ART1
c.729de|C
p.I243fs
IWTCLGAPIKGYSFFPGEEEVLIPP[p.I243fs]
LIPPLRPSK,EEEVLIPPL,VLIPPLRPSK,GEEEVLIPPL
STAD





LRPSK*




ASB16
c.745A>G
p.T249A
QHVALYLEHGADVGLRTSQGETALN[p.T249A]AA
ALNAACAGA,ETALNAACA,SQGETALNA,GETALNAAC,SQ
ACC





CAGAEGPGSCRRHQAAARRLLEAG
GETALNAA,GETALNAACA



ASCC1
c.619C>T
p.H207Y
QEEVLAKCSMDHGVDSSIFQNPKKL[p.H207Y]YL
YLTIGMLVL,FQNPKKLYL,KLYLTIGML,LYLTIGMLV,IFQNP
CESC





TIGMLVLLSEEEIQQTCEMLQQCK
KKLY,NPKKLYLTI,KKLYLTIGM,KLYLTIGMLV,YLTIGMLVLL,







IFQNPKKLYL,LYLTIGMLVL,SIFQNPKKLY,KKLYLTIGML



ASCC2
c.1094G>T
p.R365L
CDNIQGFIEEFLQIFSSLLQEKRFL[p.R365L]L
LLQEKRFLL,FLLDYDALF,RFLLDYDAL,QEKRFLLDY,LDYDAL
LUAD





DYDALFPVAEDISLLQQASSVLDET
FPV,SLLQEKRFLL,FLLDYDALFP,LLDYDALFPV,RFLLDYDAL







F,LQEKRFLLDY,KRFLLDYDAL,LDYDALFPVA



ASCC3
c.3590G>A
p.R1197Q
VKQCVHQIPSVMMEASIQPITRTVL[p.RI197Q]
TVLQVTLSI,VLQVTLSIY,LQVTLSIYA,VLQVTLSIYA,ITRTV
CRC





QVTLSIYADFTWNDQVHGTVGEPWWI
LQVTL,RTVLQVTLSI,TVLQVTLSIY,QPITRTVLQV



ASCC3
c.407G>A
p.R136Q
ETKAIKQMFGPFPSSSATAACNATN[p.R136Q]
ATNQIISHF,TAACNATNQI,NATNQIISHF
UCEC





QIISHFSQDDLTALVQMTEKEHGDRV




ASCL4
c.105de|C
p.D35fs
ALPYSLRTAPLGVPGTLPGLPRRDP[p.D35fs]S
RAGSGRAAA,STCPCRWTA,WTAPSSPPS,TPRAGSGRA,AP
STAD





GSPCVWTPRAGSGRAAAAHGDGSTCPCRWTAPSS
SSPPSSA,DPSGSPCVW,RAGSGRAAAA,RWTAPSSPPS,SG






PPSSASATSASGSGCAA*
SPCVWTPR,TPRAGSGRAA



ASIC2
c.137G>T
p.R46L
RMAREEPAPAALAAAGQPGGGRGGE[p.R46L]
ELALQGPGV,GELALQGPG,QPGGGRGGEL,GELQLQGPGV
KIRP





LALQGPGVARRGRPSLSRAKLHGLRH




ASPDH
c.797A>G
p.Q266R
AVHTRRENPAEPGAVTGSATVTAFW[p.Q266R]
SATVTAFWR,TAFWRSLLA,RSLLACCQL,TVTAFWRSL,
ACC





RSLLACCQLPSRPGIHLC*
VTAFWRSLL,GSATVTAFWR,ATVTAFWRSL,







TVTAFWRSLL,VTAFWRSLLA,WRSLLACCQL



ASPM
c.719C>T
p.S240F
EENKIPISPISPAFNECHGATCLPL[p.S240F]
ATCLPLFVR,HGATCLPLF,FVRRSTTYS,LFVRRSTTY,
LUAD





FVRRSTTYSSLHASENRELLNVHSAN
TCLPLFVRR,LPLFVRRST,ATCLPLFVRR,LPLFVRRSTT,







PLFVRRSTTY,CHGATCLPLF



ASPN
c.201de|T
p.F67fs
DDDDDDDDDEDNSLFPTREPRSHFF[p.F67fs]
DVSAIHELY,SHFFHLICF,CFQCVHLDV,RSFHFFHLIC,
STAD





HLICFQCVHLDVSAIHELYIAQI*
EPRSHFFHL,HLICFQCVH,LDVSAIHEL,HLICFQCVHL,







HLDVSAIHEL,AIHELYIAQI,RSHFFFHLICF,DVSAIHELYI,







EPRSHFFHLI,REPRSHFFHL,FQCVHLDVSA,LDVSAIHELY



ASTN2
c.661_663
p.L221de|
EIVEEQMHILHISVMGGLIALLLLL[p.L221de|]
LIALLLLLV,ALLLLLVFT,IALLLLLVF,GLIALLLLLV,
PRAD



de|CTG

VFTVALYAQRRWQKRRRIPQKSASTEAT
ALLLLLVFTV,LIALLLLLVF



ASXL2
c.3242C>T
p.S1081L
EGLSKATQDQILQTLIQRVRRQNLL[p.S1081L]
RVRRQNLLL,LLVVPPSQF,RRQNLLLVV,RQNLLLVVP,RVRR
LUSC





LVVPPSQFNFAHSGFQLEDISTSQRF
QNLLLV,LLLVVPPSQF,LVVPPSQFNF,RQNLLLVVPP



ASXL3
c.2618de|A
p.E873fs
SIPELASTEMIKVKNHSVLQRTEKK[p.E873fs]C
EMSFHLLNY,YLHHWNYLS,IIREMSFHL,YLSFLKGQI,LLNYR
STAD





YLHHWNYLSFLKGQIIREMSFHLLNYRTSNISHQW
TSNI,HISKGVHRV,MSFHLLNYR,ALEIKHISK,HWNYLSFLK,






IRLHFQKALEIKHISKGVHRVG*
QWIRLHFQK,CYLHHWNYL,LHHWNYLSF,SHQWIRLHF,W







IRLHFQKA,KCYLHHWNY,RTSNISHQW,SFLKGQIIR,SNISH







QWIR,EIKHISKGV,GQIIREMSF,LQRTEKKCY,HHWNYLSFL,







LSFLKGQII,LKGQIIREM,REMSFHLLN,IRLHFQKAL,LHFQK







ALEI,FQKALEIKH,YLHHWNYLSF,HLLNYRTSNI,YLSFLKGQI







I,FLKGQIIREM,QIIREMSFHL,IIREMSFFILL,RLFIFQKALEI,H







QWIRLHFQK,KALEIKHISK,HHWNYLSFLK,LSFLKGQIIR,CY







LHHWNYLS,NYLSFLKGQI,ISHQWIRLHF,KCYLHHWNYL,R







TSNISHQWI,KKCYLHHWNY,REMSFHLLNY,EMSFHLLNYR,







SNISHQWIR,MSFHLLNYRT,WIRLHFQKAL,LQRTEKKCYL,







LHFIWNYLSFL,KGQIIREMSF,LNYRTSNISH,YRTSNISHQW,







FQKALEIKHI,LEIKHISKGV,KHISKGVHRV,TEKKCYLHHW



ASXL3
c.4409C>A
p.P1470Q
NRADNSGKPQQPPGGFAPAAINRSI[p.P1470Q]Q
AINRSIQCK,RSIQCKVIV,AINRSIQCKV,AAINRSIQCK
LUAD





CKVIVDHSTTLTSSLSLTVSVESSE




ATAD5
c.913A>G
p.I305V
EIPDSTMSICVPSETVDEIVKSGYI[p.I305V]GE
YIGESENSEI
TGCT





SENSEISQQVRFKTVTVLAQVHPI




ATM
c.2399C>T
p.S800F
SLRNMMQLCTRCLSNCTKKSPNKIA[p.S800F]F
KIAFGFFLR,AFGFFLRLL,SPNKIAFGF,KKSPNKIAF,NKIAFGF
CESC





GFFLRLLTSKLMNDIADICKSLASF
FL,IAFGFFLRL,KIAFGFFLRL,KSPNKIAFGF,NKIAFGFFLR,SP







NKIAFGFF,TKKSPNKIAF,IAFGFFLRLL



ATP10B
c.3910C>A
p.L1304I
CNSPTNPYWVMEGQLSNPTFYLVCF[p.L1304I]
YLVCFITPV,LVCFITPVV,FITPVVALL,CFITPVVAL,YLVCFI
UCEC





ITPVVALLPRYFFLSLQGTCGKSLIS
TPVV,FYLVCFITPV,CFITPWALL,ITPVVALLPR,NPTFYLVCFI



ATP10
c.932G>A
p.R311
AVVGIVVYAGHETKAMLNNSGPRYK[p.
SGPRYKHSK,RYKHSKLER,GPRYKHSKL,NSGPRYKHSK
CRC


D

H
R311H]HSKLERRANTDVLWCVMLLVI







MCLTG




ATP12A
c.2572C>T
p.R858C
LGTDIIPSIALAYEKAESDIMNRKP[p.R858C]C
IMNRKPCHK,MNRKPCHKNK,DIMNRKPCHK
BLCA





HKNKDRLVNQPLAVYSYLHIGLMQA




ATP2A1
c.2110G>T
p.G704C
VEPSHKSKIVEYLQSYDEITAMTGD[p.G704C]CV
CVNDAPALK,ITAMTGDCV,AMTGDCVNDA,CVNDAPALK
KIRC





NDAPALKKAEIGIAMGSGTAVAKT
K,EITAMTGDCV



ATP2A1
c.2457_2458
p.R819
LVTDGLPATALGFNPPDLDIMDRPP[p.R819fs]PE
HQWLALLPL,GSSCLVVPV,RGLCGCSHR,ALLPLHGNR,SSCL
STAD



insC
fs
PQGAPHQWLALLPLHGNRGLCGCSHRGSSCLVVPVR*
VVPVR,APHQWLALL,LPLHGNRGL,CSHRGSSCL,EPQGAP







HQW,LLPLHGNRGL,GSSCLVVPVR,CSHRGSSCLV,LALLPL







HGNR,HQWLALLPLH,SHRGSSCLW,RGSSCLVVPV



ATP2B4
c.548G>A
p.R183H
SVIIVVLVTAFNDWSKEKQFRGLQC[p.R183H]HIE
KQFRGLQCH,CHIEQEQKF,KQFRGLQCHI
CLL





QEQKFSIIRNGQLIQLPVAEIVV




ATP2C1
c.2170G>A
p.E724K
GTDVCKEAADMILVDDDFQTIMSAI[p.E724K]KE
IMSAIKEGK,AIKEGKGIY,TIMSAIKEGK,SAIKEGKGIY,DFQTI
UCEC





GKGIYNNIKNFVRFQLSTSIAALT
MSAIK,KEGKGIYNNI



ATP6
c.355G>C
p.E119Q
ISYPLENAVPFSLDSVANSIHSLFS[p.E119Q]
SLFSQETPV,FSQETPVVL,QETPVVLQL,
HNSC


AP2


QETPVVLQLAPSEERVYMVGKANSV
SLFSQETPVV,HSLFSQETPV,







LFSQETPVVL,SQETPVVLQL,QETPVVLQLA



ATP6
c.572G>A
p.R191Q
MTGKLGFIAGVINRERMASFERLLW[p.
SFERLLWQI,WQICRGNVY,FERLLWQIC,LL
CRC


V0A4


R191Q]QICRGNVYLKFSEMDAPLEDPV
WQICRGNV,WQICRGNVYL,QICRGNV






TKEE
YLK,LWQICRGNVY,ASFERLLWQI



ATP6
c.710T>C
p.L237P
RQVRPVTEKLPANHPLLTGQRVLDA[p.L237P]PF
VLDAPFPCV,GQRVLDAPF,RVLDAPFPCV,TGQRVLDAPF
THCA


V1A


PCVQGGTTAIPGAFGCGKTVISQS




ATP6
c.1149de|C
p.Y383
DLTGFITEGQIYVDRQLHNRQIYPP[p.Y383fs]STCS
IYPPSTCSL,RQIYPPSTC,QIYPPSTCSL,RQIYPPSTCS
STAD


V1B1

fs
LPCRG*




ATP6
c.934_935
p.R312fs
STFPDHKVKVTPLGNPDRPAAGQTD[p.R312fs]KE
KERERVRAR,RERVRARVR,RVRARVRAP,RARVRAPCC,RV
STAD


V1C2
insAG

RERVRARVRAPCCAGSR*
RAPCCAG,RAPCCAGSR,RVRARVRAPC,RARVRAPCCA,RV







RAPCCAGS,KERERVRARV,RERVRARVRA



ATP7A
c.2968_2969
p.Q990
IVETYFPGYNRSISRTETIIRFAFQ[p.Q990fs]SL
HSNCCDGGY,FQSLYHSSV,SLYHSSVYC,LYHSSVYCM,IIRFA
KIRC



insA
fs
YHSSVYCMSLFTGTGHSNCCDGGYRSRCSKWHTNKRWR
FQSL,RFAFQSLYH,GGYRSRCSK,RSRCSKWHT,RCSKWHT






AIGDGS*
NK,CSKWHTNKR,KWHTNKRWR,HTNKRWRAI,RWRAIGD







GS,IRFAFQSLY,QSLYHSSVY,SSVYCMSLF,FAFQSLYHS,HSS







VYCMSL,MSLFTGTGFI,SKWFITNKRW,SLYFISSVYCM,TIIR







FAFQSL,HSNCCDGGYR,IIRFAFQSLY,RSRCSKWHTN,KWH







TNKRWRA,HTNKRWRAIG,FQSLYHSSVY,HSSVYCMSLF,G







HSNCCDGGY,ETIIRFAFQS,FAFQSLYHSS,YHSSVYCMSL,G







GYRSRCSKW



ATP9A
c.1556G>A
p.R519Q
VYQASSPDEVALVQWTESVGLTLVG[p.R519Q]Q
LVGQDQSSM,GQDQSSMQL,TLVGQDQSSM
BLCA





DQSSMQLRTPGDQILNFTILQIFPF




ATP9A
c.869G>A
p.R290Q
ASGTVVGVVLYTGRELRSVMNTSNP[p.R290Q]QS
NTSNPQSKI,NPQSKIGLF,VMNTSNPQSK
UCEC





KIGLFDLEVNCLTKILFGALVVVS




ATP9B
c.115A>G
p.S39G
AAAAANRKRAAYYSAAGPRPGADRH[p.S39G]GR
RPGADRHGRY
ACC





YQLEDESAHLDEMPLMMSEEGFEN




ATR
c.5440de|A
p.R1814
NYLAADGKSTTWSVRLGQLLLSAKK[p.R1814fs]E
AKKEISQLF,KKEISQLFM,KEISQLFMT,SAKKEISQLF,AKKEI
UCEC




fs
ISQLFMTH*
SQLFM,KEISQLFMTH



ATRN
c.590C>A
p.P197Q
LRFNHFATECSWDHLYVYDGDSIYA[p.P197Q]QL
SIYAQLVAA,QLVAAFSGL,IYAQLVAAF,AQLVAAFSG,AQLV
LUAD





VAAFSGLIVPERDGNETVPEWAT
AAFSGL,QLVAAFSGLI,SIYAQLVAAF,DSIYAQLVAA



ATRNL1
c.3732A>T
p.L1244F
IAFSQHNTIMDLVQFFVTFFSCFLS[p.Ll244F]
FSCFLSFLL,FLSFLLVAA,FFSCFLSFL,LSFLLVAAV,TFFSCFLSF,
CLL





FLLVAAVVWKIKQTCWASRRREQLLR
FLLVAAVVW,FSCFLSFLLV,FFSCFLSFLL,FLSFLLVAAV,VTF







FSCFLSF,TFFSCFLSFL,SFLLVAAVVW,LSFLLVAAVV



ATRX
c.5807A>G
p.K1936R
IASDSDETSMSLSSDDYTKKKKKGK[p.K1936R]RG
YTKKKKKGKR
TGCT





KKDSSSSGSGSDNDVEVIKVWNSR




ATXN1
c.651G>T
p.Q217H
GHKAEQQQQQQQQQQQQHQHQQQQQ[p.Q217H]H
HQHQQQQQH,HQQQQQQQQH
LIHC





QQQQQQQQHLSRAPGLITPGSPPPA




AURKA
c.1160C>T
p.S387L
RLLKHNPSQRPMLREVLEHPWITAN[p.S387L]L
HPWITANLS,LSKPSNCQNK,LEHPWITQNL
CESC





SKPSNCQNKESASKQS*




AVIL
c.190G>T
p.G64W
EGDCYVILSTRRVASLLSQDIHFWI[p.G64W]
SQDIHFWIW,SQDIHFWIWK,LSQDIHFWIW
LUAD





WKDSSQDEQSCAAIYTTQLDDYLGGS







SKPSNCQNKESASKQS*




AVIL
c.896_897
p.G299
DLLNHDDCYILDQSGTKIYVWKGKG[p.G299fs]
VWKGKGSHK,YVWKGKGSHK
KIRC



insG
fs
SHKG*




AVL9
c.102C>A
p.F34L
DGVPRGPVLHIVVVGFHHKKGCQVE[p.F34L]LSY
KGCQVELSY,HKKGCQVEL,CQVELSYPP,VELSYPPLI,CQVEL
UCEC





PPLIPGDGHDSHTLPEEWKYLPF
SYPPL,KKGCQVELSY



AVL9
c.21_22insG
p.G7fs
MEKARRGG[p.G7fs]GWRPPGARTAHRGGRISPQE
KARRGGGWR,RTAHRGGRI,RPPGARTAH,GRISPQEGL,KA
ACC





GLPG*
RRGGGWRP,GWRPPGARTA,GARTAHRGGR,MEKARRGGGW



AVPR1A
c.1053de|T
p.F351fs
ENPTITITALLGSLNSCCNPWIYMF[p.F351fs]LV
WIYMFLVAI,YMFLVAISF,FLVAISFKT,LVAISFKTV,TVFKAS
STAD





AISFKTVFKASHAAKT*
HAA,MFLVAISFK,AISFKTVFK,IYMFLVAIS,KTVFKASHA,VF







KASHAAK,VAISFKTVF,ISFKTVFKA,FKTVFKASH,NPWIYM







FLV,FLVAISFKTV,AISFKTVFKA,YMFLVAISFK,VAISFKTVFK,







TVFKASHAAK,PWIYMFLVAI,IYMFLVAISF,SFKTVFKASH,







KTVFKASHAA,LVAISFKTVF,NPWIYMFLVA



AVPR1B
c.115G>A
p.G39R
RGTLSAPNATTPWLGRDEELAKVEI[p.G39R]R
RVLATVLVL,ELAKVEIRV,EIRVLATVL,VEIRVLATV,RVLATVLVLA,
TGCT





VLATVLVLATGGNLAVLLTLGQLGR
KVEIRVLATV,EIRVLATVLV,AKVEIRVLAT,VEIRVLAT







VL,IRVLATVLVL,EELAKVEIRV



AXDND1
c.2790G>T
p.E930D
WRESAKQGTLAQKYLEAMAVIEHMQ[p.E930D]DK
HMQDKLLEV,AVIEHMQDK,IEHMQDKLL,AVIEHMQDKL
CRC





LLEVENRARQAEEKFEDAYEKLHH




AXDND1
c.301T>C
p.W101R
CPENLLPPKKIKTPKGTLPRLVDHV[p.W101R]RH
HVRHHPVRR,RHHPVRRNK,RLVDHVRHH,LVDHVRHHPV,
LUAD





HPVRRNKFKYLIDHPVSLTGAGRD
HVRHHPVRRN,RHHPVRRNKF



AXIN2
c.1988_199
p.W663fs
QSTKKAYPLESARSSPGERASRHHL[p.W663fs]ST
HLSTAGTPA,RASRHHLST,ASRHHLSTA,PTCSPRTLR,TPAPPPVPT,
CRC



4de|GGGGGGG

AGTPAPPPVPTCSPRTLRCLP*
VPTCSPRTL,RASRHHLSTA,ASRHHLSTAG,HHLSTAGTPA



AXIN2
c.1993_1994
p.G665fs
KKAYPLESARSSPGERASRHHLWGG[p.G665fs]QQ
HLWGGQQRA,GQQRAPPHH
CRC



insG

RAPPHHPPCPPVHPGPCDASPDPTQHAGSAGGGLSQAS*




AXIN2
c.1994de|G
p.G665fs
TKKAYPLESARSSPGERASRHHLWG[p.G665fs]AT
HLWGATAGT,ASRHHLWGA,PTCSPRTLR,TPAPPPVPT,VP
STAD





AGTPAPPPVPTCSPRTLRCLP*
TCSPRTL,RHHLWGATA,WGATAGTPA,RASRHHLWGA,ASRHHLWG







AT,RHHLWGATAG



B2M
c.1A>G
p.M1V
[p.M1V]VSRSVALAVLALLSLSGLEAIQRTPK
VSRSVALAV,VSRSVALAVL
OV


B2M
c.37_38de|CT
p.L13fs
MSRSVALAVLALLS[p.L13fs]FWPGGYPAYSK
LLSFWPGGY,LLCVWVSSI,LTSSSREWK,SSSREWKVK,KFPE
CRC,STAD





DSGLLTSSSREWKVKFPELLCVWVSSIRH*
LLCVW,KVKFPELLC,FWPGGYPAY,TSSSREWKV,EWKVKF







PEL,LAVLALLSF,SFWPGGYPA,LLTSSSREW,SSREWKVKF,







WKVKFPELL,VKFPELLCV,REWKVKFPE,FPELLCVWV,ELLC







VWVSSI,ALLSFWPGGY,LLTSSSREWK,TSSSREWKVK,SFW







PGGYPAY,KFPELLCVWV,KVKFPELLCV,DSGLLTSSSR,LLCV







WVSSIR,LSFWPGGYPA,LTSSSREWKV,YPAYSKDSGL,ALA







VLALLSF,LAVLALLSFW,GLLTSSSREW,SSSREWKVKF,REW







KVKFPEL,VKFPELLCVW



B2M
c.3G>A
p.M1I
[p.M1I]ISRSVALAVLALLSLSGLEAIQRTPK
ISRSVALAV,ISRSVALAVL
HNSC


B3GALNT1
c.434G>A
p.R145Q
QEAEKEDKMLALSLEDEHLLYGDII[p.Rl45Q]Q
IQQDFLDTY,LYGDIIQQDF,IIQQDFLDTY
CRC





QDFLDTYNNLTLKTIMAFRWVTEFC




B3GAT1
c.374G>T
p.R125L
AELTRMANTLLHVPNLHWLVVEDAP[p.R125L]LRTP
WLVVEDAPL,VEDAPLRTPL
LUAD





LTARLLRDTGLNYTHLHVETPR




B3GNT5
c.88de|T
p.F30fs
GRRVKKWQLIIQLFATCFLASLMFF[p.F30fs]GNQ
FLASLMFFG,LMFFGNQSI,MFFGNQSII,FGNQSIITL,FLASL
STAD





SIITL*
MFFGN,SLMFFGNQSI,LMFFGNQSII,FFGNQSIITL



B4GALNT1
c.263_264insG
p.G88fs
PVRIKEQVVGLLAWNNCSCESSGGG[p.G88fs]PPPP
PLPETSPSY,PPLPETSPSY
PRAD





LPETSPSY*




BACH1
c.1613G>A
p.R538Q
ESCSAREQECEVKLPFNAQRIISLS[p.R538Q]QN
SQNDFQSLL,AQRIISLSQ,IISLSQNDF,LSQNDFQSL,SLSQN
CRC





DFQSLLKMHKLTPEQLDCIHDIRR
DFQSL,SQNDFQSLLK,RIISLSQNDF,LSQNDFQSLL



BAG1
c.133G>C
p.G45R
RLRALRPGREPRQSEPPAQRGPPPS[p.G45R]RR
AQRGPPPSR,AQRGPPPSRR,GPPPSRRPPA
ACC





PPARSTASGHDRPTRGAAAGARRP




BAI2
c.692C>G
p.A231G
EECGRAAGRACGFAQPGCSCPGEAG[p.A231G]G
GEAGGGSTT,GEAGGGSTTT
TGCT





GSTTTTSPGPPAAHTLSNALVPGGP




BAIAP2L2
c.1186G>A
p.V396M
SSASGWFPEAYVKALEEGPVNPMTP[p.V396M]M
NPMTPMTPM,GPVNPMTPM,TPMTPMTSM,MTPMTPM
KIRP





TPMTSMTSMSPMTPMNPGNELPSRS
TSM,MTPMTSMTSM,TPMTPMTSMT



BAP1
c.233A>G
p.N78S
IEERRSRRKVSTLVDDTSVIDDDIV[p.N78S]SNM
IVSNMFFAH,DIVSNMFFA,SNMFFAHQL,SNMFFAHQLI,V
KIRC





FFAHQLIPNSCATHALLSVLLNC
SNMFFAHQL



BAP1
c.679C>T
p.R227C
WTDKARRVIMERIGLATAGEPYHDI[p.R227C]CF
PYHDICFNL,DICFNLMAV,YHDICFNLM,GEPYHDICF,HDIC
OV





NLMAVVPDRRIKYEARLHVLKVNR
FNLMA,PYHDICFNLM,DICFNLMAW,EPYHDICFNL,HDICFNLMAV



BARX2
c.203G>C
p.R68P
SLYSVCPSLVVRPKPLHSCTGSPSL[p.R68P]P
TGSPSLPAY,LPAYPLLSV,SPSLPAYPL,CTGSPSLPAY,SLPAY
LUAD





AYPLLSVITRQPTVISHLVPATPGI
PLLSV,SPSLPAYPLL,LPAYPLLSVI



BAX
c.114_115insG
p.M38fs
SEQIMKTGALLLQGFIQDRAGRMGG[p.M38fs]G
RMGGGGTRA,GTRAGPGPG,RVSQAHRGR,QEAERVSQA,
STAD





GTRAGPGPGASGCVHQEAERVSQAHRGRTGQ*
AGRMGGGGTR,GTRAGPGPGA,RMGGGGTRAG,HQEAER







VSQA,QEAERVSQAH



BBOX1
c.526T>G
p.F176V
RLTGASDKPGEVSKLGKRMGFLYLT[p.F176V]V
RMGFLYLTV,TVYGHTWQV,YLTVYGHTW,MGFLYLTVY,FLYLT
CRC





YGHTWQVQDKIDANNVAYTTGKLSF
VYGHT,LTVYGHTWQV,RMGFLYLTVY,LYLTVYGHTW,KRMGFLYLTV



BBS9
c.802de|T
p.F268fs
ALDICIVSFNQSASSVFVLGERNFF[p.F268fs]
VLGERNFFA,FALRIMDKF,RNFFALRIM,FVLGERNFFA,VLGERN
PRAD





ALRIMDKFDS*
FFAL,NFFALRIMDK,FFALRIMDKF,GERNFFALRI,ERNFFALRIM



BC139719
c.398T>G
p.L133R
SSKSRNAPRSSCGNCGARAPEHPPV[p.L133R]R
PPVRRVESL,HPPVRRVESL,RRVESLNLPL
PRAD





RVESLNLPLLNGLREEGPGVFSRSV




BCAS3
c.641C>T
p.T214M
DLHCNKRILVVVLQEKIAAFDSCTF[p.T214M]M
CTFMKKFFV,AFDSCTFMK,TFMKKFFVT,AAFDSCTFM,FM
BLCA





KKFFVTSCYPCPGPNMNPIALGSRW
KKFFVTS,MKKFFVTSC,FMKKFFVTSC,AAFDSCTFMK,AFD







SCTFMKK,MKKFFVTSCY,IAAFDSCTFM,FDSCTFMKKF



BCKDHA
c.111de|C
p.H37fs
RGLSQAALLLLRQPGARGLARSHPP[p.H37fs]G
SSSSFHLWM,RSHPPGSSS,HPPGSSSSF,SSQGPRRSL,GSSS
STAD





SSSSFHLWMTSPSSQGPRRSL*
SFHLW,FHLWMTSPS,WMTSPSSQG,MTSPSSQGPR,RGLARSH







PPG,RSHPPGSSSS,SHPPGSSSSF,GSSSSFHLWM,FHLWMTSPSS



BCKDHA
c.385_395de|
p.G129fs
LCCFWPVGIAAFCLAQKVSLCVGLG[p.G129fs]I
SLCVGLGIK,CVGLGIKEK,KQRAIYLRR,IYLRREGGR,APQKQ
PAAD



GGGGAC

KEKNAPQKQRAIYLRREGGR*
RAIY,KVSLCVGLGI,VSLCVGLGIK,GIKEKNAPQK,KQRAIYLR




TGGGC


RE,AIYLRREGGR,APQKQRAIYL



BCL11A
c.1735G>A
p.E579K
SMQHFSEAFHQVLGEKHKRGHLAEA[p.E579K]KG
HLAEAKGHR,AEAKGHRDT
HNSC





HRDTCDEDSVAGESDRIDDGTVNG




BCL2
c.515A>G
p.N172S
IVAFFEFGGVMCVESVNREMSPLVD[p.N172S]
LVDSIALWM,SIALWMTEY,EMSPLVDSI,MSPLVDSIA,SPL
DLBCL





SIALWMTEYLNRHLHTWIQDNGGWDA
VDSIAL,REMSPLVDS,DSIALWMTEY,SIALWMTEYL,MSPL







VDSIAL,REMSPLVDSI,SPLVDSIALW



BCL2
c.6C>T>G
p.H20Q
MAHAGRTGYDNREIVMKYI[p.H20Q]QYKL
VMKYIQYKL,IVMKYIQYK,YIQYKLSQR,IQYKLSQRG,REIVM
DLBCL





SQRGYEWDAGDVGAAPPGAAPA
KYIQ,IVMKYIQYKL,EIVMKYIQYK,IQYKLSQRGY,KYIQYKLS







QR,REIVMKYIQY



BCL2
c.97G>A
p.G33R
GYDNREIVMKYIHYKLSQRGYEWDA[p.G33R]R
YEWDARDVG,SQRGYEWDAR,YEWDARDVGA
DLBCL





DVGAAPPGAAPAPGIFSSQPGHTPH




BCL2L11
c.272G>A
p.R91Q
PPASPGPFATRSPLFIFMRRSSLLS[p.R91Q]QS
QSSSGYFSF,LLSQSSSGY,LSQSSSGYF,SQSSSGYFS,SQSSSG
CRC





SSGYFSFDTDRSPAPMSCDKSTQT
YFSF,SLLSQSSSGY,LLSQSSSGYF,FMRRSSLLSQ



BCL2L11
c.560_561
p.L187fs
YARRVFLNNYQAAEDHPRMVILRLL[p.L187fs]T
STAVSWCHY,TAVSWCHYY,ELDGTTFLF,LTLHCPPGV,AVS
UCS



insA

LHCPPGVENALTGSLRSRDTMQTFCLFKP
WCHYYA,SLVEGAGDV,MVILRLLTL,TMQTFCLFK,DTMQTFCLF,H






TRPSTAVSWCHYYAASGSLVEGAGDVSEDT
YYAASGSL,YYAASGSLV,LFITTQQNF,RSRDTMQTF,






ELDGTTFLFITTQQNF*
LFKPTRPST,VSWCHYYAA,TFCLFKPTR,CPPGVENAL,KPTR







PSTAV,RMVILRLLT,VENALTGSL,GSLRSRDTM,TELDGTTF







L,STAVSWCHYY,ELDGTTFLFI,RMVILRLLTL,LLTLHCPPGV,







AVSWCHYYAA,FLFITTQQNF,DTMQTFCLFK,QTFCLFKPTR,







HYYAASGSLV,TELDGTTFLF,RSRDTMQTFC,LFKPTRPSTA,







PSTAVSWCHY,NALTGSLRSR,TAVSWCHYYQ,LRSRDTMQ







TF,RDTMQTFCLF,MQTFCLFKPT,CHYYAASGSL



BCL7A
c.155C>T
p.T52M
KVRKWEKKWVTVGDTSLRIYKVVVPV[p.T52M]ME
RIYKWVPVM,KWVPVMEPK,LRIYKWVPVM
CRC





PKVDDKNKNKKKGKDEKCGSEVTT




BCL9L
c.2938G>T
p.G980C
PQTPSQMVPLPSANPPGPLKSPQVL[p.G980C]CSSL
QVLCSSLSV,SPQVLCSSL,QVLCSSLSVR
LUAD





SVRSPTGSPSRLKSPSMAVPSP




BCL9L
c.3379_3380
p.P1127fs
YHNAIKTIATSDDELLPDRPLLPPP[p.P1127fs]T
LLPPPTTTA,RARDQQQPA,LSRCPEPYG,ELSRCPEPY,TTTA
STAD



insC

TTAGLRARDQQQPAQPDAPELSRCPEPYGH
GLRAR,EPARPAAPV,RPLLPPPTTT,LPPPTTTAGL,QPAQPD






EPARPAAPVP*
APEL,YGHEPARPAA,HEPARPAAPV



BCLAF1
c.109_110
p.R37fs
RSKSRSQSSSRSRSRSHSRKKRYSS[p.R37fs]T
LVVEIVCIL,CILEIIVAI,IIVAITEII,LVPEHIQGL,HIQGLV
CRC



insCA

GLVPEHIQGLVVEIVCILEIIVAITEIIEE*
VEI,GLVVEIVCI,EIVCILEII,EIIVAITEI,SRKKRYSST,KKRY







SSTGL,KRYSSTGLV,VEIVCILEI,VPEHIQGLV,GLVPEHIQGL,LVP







EHIQGLV,HIQGLVVEIV,GLVVEIVCIL,HSRKKRYSST,KKRYSSTGL







V,EIVCILEIIV,EIIVAITEII,VPEHIQGLVV,RKKRYSSTGL,LEIIV







AITEI,VEIVCILEII



BCOR
c.4376A>G
p.N1459S
LPCSSSPQETTQSRPMPPEARRLIV[p.N1459S]S
EARRLIVSK,VSKNAGETL,SKNAGETLL
LUAD





KNAGETLLQRAARLGYEEVVLYCLE




BEND2
c.1607C>A
p.P536Q
RILFSKEILISSSVDIHLKDSQSLD[p.P536Q]QN
DQNKMAALR,SQSLDQNKM,SLDQNKMAAL
LUAD





KMAALREYLATTFPTCDLHEHGKD




BEND2
c.1888G>A
p.E630K
NDQRGRDGGEGCSWMFQPMNNSKMR[p.E630K]K
PMNNSKMRK,MNNSKMRKK,KMRKKRNLQ,SKMRKKRNL,
MM





KRNLQPNSNAIPEGMREPSTDNPEE
KMRKKRNLQP,MNNSKMRKKR,NSKMRKKRNL



BEND3
c.793de|G
p.D265fs
FQPPPEYQLTAAELKQIVDQSLSGG[p.D265fs]T
SLSGGTWPA,TMWRSTTPR,GAAVPVALR,CSSSATMWR,T
STAD





WPAACWCSSSPSSSATWTSPGAAVPVALRPSASWSR
SPGAAVPV,VPVALRPSA,RPSASWSRC,CTCSSSATM,DQSL






CTCSSSATMWRSTTPR*
SGGTW,VALRPSASW,WPAACWCSS,SLSGGTWPAA,ATW







TSPGAAV,WTSPGAAVPV,ALRPSASWSR,ATMWRSTTPR,







WSRCTCSSSA,SSATWTSPGA,SPGAAVPVAL,RPSASWSRC







T,SSSPSSSATW,RCTCSSSATM,WPAACWCSSS



BEND5
c.592C>T
p.R198C
LEDAVVPRALYEELLRNYQQQQEEM[p.R198C]CH
QQQEEMCHL,YQQQQEEMCH,QQQQEEMCHL,EEMCHLQQEL
CRC





LQQELERTRRQLVQQAKKLKEYGA




BEST3
c.1148C>T
p.P383L
SFLGSTVQMGKQMPKNEWKMEDIKI[p.P383L]LLP
KMEDIKILL,WKMEDIKIL,KILLPQPQF,LLPQPQFQCA,WK
TGCT





QPQFQCAKSDPGG*
MEDIKILL,IKILLPQPQF



BEST3
c.1331_1332
p.P444fs
SSMFLPRDDLSPARDLLDVPSRNPP[p.P444fs]QG
HLEEILLPR,LPRRKPHAA,AALQHGRAV,FPHQNATGT,LQH
STAD



insC

LTHLEEILLPRRKPHAALQHGRAVHHQGDQPDKH
GRAVHH,CENFPFIQNA,LLPRRKPHAA,HLEEILLPRR,HAAL






FTEPDPTVQCENFPHQNATGT*
QHGRAV,VPSRNPPQGL,LPRRKPHAAL,AALQHGRAVH,LQ







HGRAVHHQ,HQGDQPDKHF,KHFTEPDPTV,CENFPHQNAT



BHLHE22
c.185T>A
p.L62Q
STPPGMDLSLAPPPRERPASSSSSP[p.L62Q]QG
SPQGCFEPA,SSSSPQGCF,RPASSSSSPQ,SSSSSPQGCF
ACC





CFEPADPEGAGLLLPPPGGGGGGS




BICD2
c.485G>A
p.R162H
SENERLASVAQELKEINQNVEIQRG[p.R162H]HL
RGHLRDDIK,HLRDDIKEY,HLRDDIKEYK,NVEIQRGHLR,IQR
CRC





RDDIKEYKFREARLLQDYSELEEE
GHLRDDI,GHLRDDIKEY



BIRC6
c.1240G>C
p.V414L
SCFGSGSCPHFLAAATKRGKICIWD[p.V414L]LSK
KICIWDLSK,CIWDLSKLMK,LSKLMKVHLK,ICIWDLSKLM
TGCT





LMKVHLKFEINAYDPAIVQQLIL




BIRC8
c.673_674
p.A225M
VFIPCGHLVTCKQCAEAVDRCPMCS[p.A225M]M
MVIDFKQRV,MCSMVIDFK,VDRCPMCSM,PMCSMVIDF,S
TGCT



GC>AT

VIDFKQRVFMS*
MVIDFKQRV,PMCSMVIDFK,CSMVIDFKQR,CPMCSMVID







F,MVIDFKQRVF



BLM
c.1980T>A
p.H660Q
ASRNLKHERFQSLSFPHTKEMMKIF[p.H660Q]Q
KIFQKKFGL,EMMKIFQKK,KEMMKIFQK,MMKIFQKKF,FQ
KIRC





KKFGLHNFRTNQLEAINAALLGEDC
KKFGLHN,QKKFGLHNF,KIFQKKFGLH,EMMKIFQKKF,FQK







KFGLHNF,KEMMKIFQKK,MMKIFQKKFG,MKIFQKKFGL



BLVRA
c.131C>T
p.S44L
AGSVRMRDLRNPHPSSAFLNLIGFV[p.S44L]LR
FLNLIGFVL,VLRRELGSI,NLIGFVLRR,IGFVLRREL,FVLRREL
CRC





RELGSIDGVQQISLEDALSSQEVE
GSI,AFLNLIGFVL,FLNLIGFVLR



BMP2K
c.1461C>G
p.H487Q
QQQQQQQQQQQQQQQQQQQQQQQQQ[p.H487Q]QH
QQHHHHHHHL,QHHHHHHHLL
TGCT





HHHHHHLLQDAYMQQYQHATQQQQ




BMP3
c.1030C>T
p.R344W
KPYKTLQAQAPEKSKNKKKQRKGPH[p.R344W]WK
HWKSQTLQF,KQRKGPHWK,GPHWKSQTL,KKQRKGPHW,
CRC





SQTLQFDEQTLKKARRKQWIEPRN
KKQRKGPHWK,KQRKGPHWKS,KKKQRKGPHW,PHWKSQTLQF



BMP6
c.353A>T
p.Q118L
PRPLHGLQQPQPPALRQQEEQQQQQ[p.Q118L]L
QEEQQQQQL,QQEEQQQQQL,QEEQQQQQLL
KIRP





LPRGEPPPGRLKSAPLFMLDLYNAL




BMPER
c.1329_1340
p.RIAL4
KSVELVLGESRVSLQQHLTVRWNGS[p.RIAL444de|]
RWNGSPCRA,TVRWNGSPCR,NGSPCRAPHF,SPCRAPHFHI
KIRC



de|GCGCA
44de|
PCRAPHFHIDLDGYLLKVTTKAGLEISWDGDSFVEVM





TCGCGCT






BMPER
c.722G>A
p.R241
PPGQCCPKCLGQRKVFDLPFGSCLF[p.R
SCLFQSDVY,GSCLFQSDVY,LPFGSCLFQS
UCEC




Q
241Q]QSDVYDNGSSFLYDNCTACTCR







DSTV




BMS1
c.1364G>T
p.G455V
KAIFGDEDESGDSDDEEDDEMSEDD[p.G455V]VLE
DEMSEDDVL
LUAD





NGSSDEEAEEEENAEMTDQYMAV




BMS1
c.2634G>T
p.E878D
GEMQKQAQLNRAEFEDQDDEARVQY[p.E878D]DG
YDGFRPGMY,DGFRPGMYV,VQYDGFRPG,QYDGFRPGM
KIRP





FRPGMYVRIEIENVPCEFVQNFDP
Y,EARVQYDGFR,DGFRPGMYVR,VQYDGFRPGM,DEARVQYDGF



BNC1
c.2809T>A
p.Y937
MEKADQSLASLPSGLPITCHLCQKT[p.Y
KTNSNKGTF,TNSNKGTFR,HLCQKTNSNK,KTNSNKGTFR,
CLL




N
937N]NSNKGTFRAHYKTVHLRQLHKC
QKTNSNKGTF






KVPG




BNC2
c.1534C>T
p.R512
NRHSANPNPRLHMPMLRNNRDKDLI
LIWATSGAA,DLIWATSGA,DLIWATSGAA,WATSGAATPV
CRC




W
[p.R512W]WATSGAATPVIASTKSNLAL







TSPGRP




BNC2
c.1723A>C
p.S575
LQNPLPSQLVFSGLKTVQPVPPFYR[p.S
RLLTPGEMV,QPVPPFYRR,VPPFYRRLL,RRLLTPGEM,QPV
STAD




R
575R]RLLTPGEMVSPPTSLPTSPIIPTSG
PPFYRRL,YRRLLTPGEM






T




BPI
c.765G>T
p.M25
IDSVAGINYGLVAPPATTAETLDVQ[p.
LDVQIKGEF,TTAETLDVQI,LDVQIKGEFY
BLCA




5I
M255I]IKGEFYSENHHNPPPFAPPVME







FPAA




BRAF
c.1208de|C
p.P403f
NIDDLIRDQGFRGDGGSTTGLSATP[p.P
LSATPLPHY,SATPLPHYL,GLSATPLPH,TPLPHYLAH,GLSAT
STAD




s
403fs]LPHYLAH*
PLPHY,STTGLSATPL,LSATPLPHYL



BRAF
c.1397G>T
p.G466
LGRRDSSDDWEIPDGQITVGQRIGS[p.
SVSFGTVYK,GSVSFGTVY,GQRIGSVSF,RIGSVSFGTV,GSVS
LUAD




V
G466V]VSFGTVYKGKWHGDVAVKML
FGTVYK,VSFGTVYKGK,IGSVSFGTVY,ITVGQRIGSV,VGQRI






NVTAPT
GSVSF



BRAF
c.1406G>C
p.G469
RDSSDDWEIPDGQITVGQRIGSGSF[p.
GSGSFATVY,SGSFATVYK,SFATVYKGK,FATVYKGKW,RIGS
MM,PRAD




A
G469A]ATVYKGKWHGDVAVKMLNVT
GSFATV,GSGSFATVYK,GSFATVYKGK,SFATVYKGKW,GQR






APTPQQ
IGSGSFA,GSGSFATVY



BRAF
c.1406G>T
p.G469
RDSSDDWEIPDGQITVGQRIGSGSF[p.
SGSFVTVYK,SFVTVYKGK,GSGSFVTVY,RIGSGSFVTV,GSG
LUAD




V
G469V]VTVYKGKWHGDVAVKMLNVT
SFVTVYK,GSFVTVYKGK,SFVTVYKGKW,GQRIGSGSFV,IGS






APTPQQ
GSFVTVY



BRAF
c.1798_179
p.V600
RDLKSNNIFLHEDLTVKIGDFGLAT[p.V6
ATKKSRWSG,KKSRWSGSH,ATKKSRWSGS,DFGLATKKSR,
SKCM



9GT>AA
K
00K]KKSRWSGSHQFEQLSGSILWMAP
FGLATKKSRW






EVIR




BRAF
c.1799T>A
p.V600
RDLKSNNIFLHEDLTVKIGDFGLAT[p.V6
DFGLATEKSR,FGLATEKSRW
CRC,GBM,LUAD,




E
00E]EKSRWSGSHQFEQLSGSILWMAP

MM,SKCM,THCA





EVI




BRAF
c.1801A>G
p.K601
DLKSNNIFLHEDLTVKIGDFGLATV[p.K6
VESRWSGSH,DFGLATVESR,ESRWSGSHQF,FGLATVESR
DLBCL,




E
01E]ESRWSGSHQFEQLSGSILWMAPE
W
SKCM





VIR




BRAF
c.1803A>T
p.K601
DLKSNNIFLHEDLTVKIGDFGLATV[p.K6
GLATVNSRW,DFGLATVNSR,NSRWSGSHQF,FGLATVNSR
CLL




N
01N]NSRWSGSHQFEQLSGSILWMAPE
W






VIR




BRD3
c.70_71ins
p.P24fs
MSTATTVAPAGIPATPGPVNPPPP[p.P
RGRNQIEPA,ETPVRLALL,RPQDQPAAV,LPARGRNQI,AEC
STAD



C

24fs]GGLQPQQARPQDQPAAVHAECG
GGEDAL,LETPVRLAL,GEDALETPV,LLPARGRNQI,PVRLAL






GEDALETPVRLALLPARGRNQIEPAGLS*
LPAR,RLALLPARGR,TPVRLALLPA,QQARPQDQPA,ALETP







VRLAL,LETPVRLALL



BRD9
c.988G>T
p.G330
HAADEARDRINRFLPGGKMGYLKRN[p.
RNWDGSLLY,KMGYLKRNW,LKRNWDGSL,KRNWDGSLL,
LUAD




W
G330W]WDGSLLYSVVNTAEPDADEE
WDGSLLYSV,YLKRNWDGSL,KRNWDGSLLY,GKMGYLKRN






ETHPVD
W,LKRNWDGSLL,WDGSLLYSVV



BRF1
c.1405G>T
p.V469
DGELDLSGIDDLEIDRYILNESEAR[p.V4
ILNESEARL,RLKAELWMR,SEARLKAEL,ARLKAELWM,NES
LUAD




L
69L]LKAELWMRENAEYLREQREKEARI
EARLKA,YILNESEARL,ILNESEARLK,SEARLKAELW






AK




BRK1
c.208A>C
p.K70Q
SRLATLNEKLTALERRIEYIEARVT[p.K70
ARVTQGETL,EARVTQGET
KIRC





Q]QGETLT*




BRMS
c.321de|G
p.G107
LSQLRLRLEEVGAERAPEYTEPLGG[p.G
WQGSTRASV,SGASRFAFR,ASRFAFRWQ,AFRWQGSTR,G
STAD


1

fs
107fs]CSGASRFAFRWQGSTRASVWM
GCSGASRF,CSGASRFAF,FAFRWQGST,FRWQGSTRA,GAS






*
RFAFRW,CSGASRFAFR,FAFRWQGSTR,ASRFAFRWQG,RF







AFRWQGST,AFRWQGSTRA,RWQGSTRASV,LGGCSGASR







F,GCSGASRFAF,SGASRFAFRW,FRWQGSTRAS,WQGSTR







ASVW



BRPF1
c.196C>T
p.R66C
HLYHYDHDNPPPPQQTPLRKHKKKG[p.
GCQSRPANK,KHKKKGCQSR,KGCQSRPANK
CRC





R66C]CQSRPANKQSPSPSEVSQSPGRE







VMS




BRWD
c.3956A>G
p.K131
TSSGRRRVHDGKKSIRATNYVESNW[p.
NYVESNWRK,ATNYVESNWR,RKQCKELVNL
TGCT


1

9R
K1319R]RKQCKELVNLIFQCEDSEPFRQ







PVDL




BRWD
c.2359C>T
p.R787
TVEKKKKPSYTTQRNDYEPSCGRSL[p.R
RSLCRTQRK,CGRSLCRTQR,RSLCRTQRKR
CRC


3

C
787C]CRTQRKRQHTYQTRSNIEHNSQ







ASCQ




BRWD
c.478C>A
p.H160
VNYVKPPNVVNITSARQLTGCSRFG[p.
CSRFGNIFP,RFGNIFPSS,GNIFPSSAY,GCSRFGNIF,SRFGNI
LUAD


3

N
H160N]NIFPSSAYQHIKMHKRILGHLSS
FPS,CSRFGNIFPS,RFGNIFPSSA,FGNIFPSSAY,TGCSRFGNI






VYC
F



BST1
c.107G>C
p.G36A
LLQLLLQLLLLLLLLAAGGARARWR[p.G
RARWRAEGT,RWRAEGTSA,WRAEGTSAH,RAEGTSAHL,G
KIRP





36A]AEGTSAHLRDIFLGRCAEYRALLSPE
ARARWRAEG,RARWRAEGTS,RWRAEGTSAH,ARWRAEG







TSA,WRAEGTSAHL



BTBD
c.1352de|C
p.T451f
LSDLVSRAMHHLQPLNAKHHGNGTP[p.
CTAHKWNGK,KTPTWSLPK,FAISCTAHK,KWNGKTPTW,R
STAD


11

s
T451fs]CTTSRGHCTGSPRPCTPFAISC
GHCTGSPR,TSRWKGPSS,WSLPKSTSR,SPRPCTPFA,NGKT






TAHKWNGKTPTWSLPKSTSRWKGPSS
PTWSL,KHHGNGTPC,GSPRPCTPF,HKWNGKTPT,TPFAISC






CCRR*
TA,SLPKSTSRWK,RWKGPSSCCR,TWSLPKSTSR,CTPFAISC







TA,SPRPCTPFAI,AKHHGNGTPC,TGSPRPCTPF,FAISCTAH







KW,HKWNGKTPTW,WSLPKSTSRW,TPFAISCTAH



BTBD
c.1682C>T
p.A561
LLPGVDCEPRQLRADDCFCASRKLD[p.
KLDVVAIEA,VVAIEAKFK,ASRKLDVVA,KLDVVAIEAK,ASRK
STAD


11

V
A561V]VVAIEAKFKQDLGFRMLNCGRT
LDVVAI,DVVAIEAKFK,RKLDVVAIEA,LDVVAIEAKF






DLVK




BTBD
c.794G>C
p.G265
CMESLFRDIYSRVVASGVPRSCSGP[p.G
VPRSCSGPA,VPRSCSGPAS
ACC


11

A
265A]ASGSGSGPGPSSGPGAAPAADK







EREA




BTBD
c.1307C>T
p.S436
HPYGSKWVHRQALHFLCEEFSQVMT[p.
MTLDVFYEL,QVMTLDVFY,SQVMTLDVF,EEFSQVMTL,V
CRC


7

L
S436L]LDVFYELSKDHLLTAIQSDYLQA
MTLDVFYEL,TLDVFYELSK,FSQVMTLDVF,SQVMTLDVFY,






SEQ
MTLDVFYELS,CEEFSQVMTL



BTG1
c.91C>T
p.L31F
TRAATMIGEIAAAVSFISKFLRTKG[p.L3
RTKGFTSER,FLRTKGFTS,SKFLRTKGF,KGFTSERQL,FLRTK
DLBCL





1F]FTSERQLQTFSQSLQELLAEHYKHH
GFTSE,FTSERQLQTF,ISKFLRTKGF






W




BTLA
c.256C>A
p.Q86K
KYCANRPHVTWCKLNGTTCVKLEDR[p.
KLEDRKTSW,KLEDRKTSWK,TTCVKLEDRK,VKLEDRKTSW
CLL





Q86K]KTSWKEEKNISFFILHFEPVLPND







NG




BTN2
c.43C>T
p.L15F
MEPAAALHFSLPAS[p.L15F]FLLLLLLLL
FSLPASFLL,SLPASFLLL,SFLLLLLLL,LPASFLLLL,
TGCT


A2


LSLCALVSAQFTVVGPA
LHFSLPASF,ASFLLLLLL,FSLPASFLLL,SLPASFLLLL,







HFSLPASFLL,SFLLLLLLLL,ALHFSLPASF,LPASFLLLLL,







LHFSLPASFL,ASFLLLLLLL



BTN3
c.457G>A
p.E153
FQDGDFYEKALVELKVAALGSNLHV[p.
ALGSNLHVK,GSNLHVKVK,NLHVKVKGY,ALGSNLHVKV,A
UCEC


A2

K
E153K]KVKGYEDGGIHLECRSTGWYPQ
ALGSNLHVK






PQIQ




BTRC
c.1248T>G
p.I416
FNNGMMVTCSKDRSIAVWDMASPTD
MASPTDMTL,WDMASPTDM,MASPTDMTLR,MTLRRVLV
KIRC




M
[p.I416M]MTLRRVLVGHRAAVNVVDF
GH,DMASPTDMTL,SPTDMTLRRV






DDKYIVS




BTRC
c.778G>T
p.G260
TDSLWRGLAERRGWGQYLFKNKPPD[p.
KNKPPDWNA,WNAPPNSFY,YLFKNKPPDW,DWNAPPNS
LUAD




W
G260W]WNAPPNSFYRALYPKIIQDIE
FY,WNAPPNSFYR






TIESN




BUB1
c.2988C>A
p.F996
VFWDGSFWKLSQNISELKDGELWNK[p.
KLFVRILNA,LWNKLFVRI,ELWNKLFVR,GELWNKLFV
CRC


B

L
F996L]LFVRILNANDEATVSVLGELAAE







MNG




BZRAP
c.4248_4249
p.P141
CLEDMPGLVGGSSRRRGGGSPEKPP[p.
SQQQWAPGL,HTGEGWPPR,QQQWAPGLW,QWAPGLW
STAD


1
insA
6fs
P1416fs]KPQAASRSPRTLQPTSQQQW
TT,ASRSPRTLQ,AASRSPRTL,LQPTSQQQW,QQWAPGLW






APGLWTTGPHTGEGWPPRN*
T,SQQQWAPGLW,ASRSPRTLQP,TLQPTSQQQW,QQWA







PGLWTT



BZRAP
c.4879G>A
p.V162
VLRPSTAELVPARSPSETLAYQHLP[p.V
TLAYQHLPI,HLPIRIFVA,AYQHLPIRI,LAYQHLPIR,LPIRIFVA
CRC


1

7I
1627I]IRIFVALFDYDPVSMSPNPDAGE
L,YQHLPIRIF,YQHLPIRIFV,HLPIRIFVAL,AYQHLPIRIF,






EEL
IRIFVALFDY,TLAYQHLPIR,ETLAYQHLPI,LPIRIFVALF,







LAVQHLPIRI



C10or
c.253G>T
p.A85S
GRRRRSCSPAPTWPPLCCYPQSRPT[p.
QSRPTSSAA,YPQSRPTSS,YPQSRPTSSA,SSAAGPGACM
ACC


f95


A85S]SSAAGPGACMRASGRPHGNTTA







STAP




C11or
c.3331C>T
p.R1111C
KQTASQVEQPIITQGSSVTKITFEG[p.R1111C]
FEGCQPPTV
CRC


f30


CQPPTVTKITGGSSVPKLTSPVTSIS




C11or
c.403G>T
p.V135
PGSPNSEPVGWIAVYGQGYSPNSGD[p.
GDLQGLQAA,SPNSGDLQGL,GDLQGLQAAW
LUAD


f68

L
V135L]LQGLQAAWEALQTSGRPITPG







TLRQL




C11or
c.782_783
p.S261f
QLLQQHGAELPTHPSKKRKHSESPP[p.S
SALPGPWFL,ALPGPWFLA,FLASQHCPC,ALAPARCPL,TLA
STAD


f9
insC
s
261fs]QHPQCPDAEWNDQTGAWDRD
SPGSAL,ASAPHSSPI,ATLASPGSA,HSSPIATLA,APHSSPIAT,






SPASAPHSSPIATLASPGSALPGPWFLA
AEWNDQTGA,RDSPASAPH,GSALPGPWF,HPQCPDAEW,






SQHCPCPDTALAPARCPLPRPPAGQ*
LPGPWFLAS,CPDTALAPA,ASAPHSSPIA,ATLASPGSAL,SA







LPGPWFLA,LAPARCPLPR,APHSSPIATL,TALAPARCPL,RK







HSESPPQH,AEWNDQTGAW,SQHCPCPDTA,SPIATLASPG,







SPGSALPGPW



C12or
c.179A>T
p.D60V
LPITHTRQVPSKPIDHSTITSWVSP[p.D6
TITSWVSPV,WVSPVFDTA,ITSWVSPVF,SPVFDTAAG,STIT
TGCT


f32


OV]VFDTAAGSLFPAYQKHQNRARHSS
SWVSPV,WVSPVFDTAA,VFDTAAGSLF,TITSWVSPVF






RK




C12or
c.1004G>A
p.R335
KLHRLQTALSLYSTSLCGLVLLVDN[p.R3
LVDNQINSY,NQINSYSGI,QINSYSGIK,GLVLLVDNQI,LLVD
UCEC


f4

Q
35Q]QINSYSGIKRDFATVCQECTDFHF
NQINSY,QINSYSGIKR






PR




C12or
c.82G>C
p.E28Q
APSGTVSDSESSNSSSDAEELERCR[p.E
RCRQAAMPA,QAAMPAWGL,LERCRQAAM,CRQAAMPA
CESC


f43


28Q]QAAMPAWGLEQRPHVAGKPRA
W,RQAAMPAWG,EELERCRQA,RQAAMPAWGL,ELERCR






GAANS
QAAM,RCRQAAMPAW,EELERCRQAA,AEELERCRQA



C12or
c.428A>C
p.K143
VFYNGENSPVHKEKREAAKKKQERK[p.
KQERKTRAK,KTRAKETLE,RKTRAKETL,KTRAKETLEK,ERKT
TGCT


f65

T
K143T]TRAKETLEKKKLLKELWESSKKVH*
RAKETL



C13or
c.200de|G
p.R67fs
QPGAFQLSGDQLVVARPGEPAAARG[p.
STASAATSR,STGSSTASA,ASAATSRGM,SAATSRGMW,GE
STAD


f33


R67fs]ASTSSVTASCASTGSSTASAATS
PAAARGA,SSTASAATSR,AARGASTSSV,STSSVTASCA,EPA






RGMWN*
AARGAST,RGASTSSVTA,TASAATSRGM,ASAATSRGMW



C14or
c.883G>A
p.E295
FSLAKSEIGSSMSEILLSQVTNMRT[p.E2
KLSFNIQAL,RTKLSFNIQ,TNMRTKLSF,KLSFNIQALA,NMR
CRC


fl0l

K
95K]KLSFNIQALAVCANICLATKDRQNPS
TKLSFNI,LSQVTNMRTK,RTKLSFNIQA,SQVTNMRTKL,VT







NMRTKLSF,KLSFNIQAL



C14or
c.268de|A
p.R90fs
SSDESDTNKKLKQTSRKKKKEKKKK[p.R
NLPEALEAV,IMLQLILDI,MLQLILDIA,ILDIALFGL,RIKEIML
STAD


fl02


90fs]GSISIIRKQRGSMGRRVAAGLRQT
QL,GLRQTPILK,ALFGLRTFR,KGSISIIRK,IALFGLRTF,LFGLR






PILKRTNLPEALEAVKRNLRNRIKEIMLQ
TFRL,IIRKQRGSM,KQRGSMGRR,RGSMGRRVA,GSMGRR






LILDIALFGLRTFRL*
VAA,MGRRVAAGL,AVKRNLRNR,KRNLRNRIK,RNRIKEIML,







SISIIRKQR,TPILKRTNL,SMGRRVAAG,NLRNRIKEI,QLILDI







ALF,KKKKGSISI,KKKGSISII,KRTNLPEAL,LRNRIKEIM,KEIM







LQLIL,LQLILDIAL,SMGRRVAAGL,IMLQLILDIA,MLQLILDIA







L,LILDIALFGL,ALFGLRTFRL,ILKRTNLPEA,RIKEIMLQLI,AG







LRQTPILK,IALFGLRTFR,KQRGSMGRRV,RGSMGRRVAA,







MGRRVAAGLR,GLRQTPILKR,RTNLPEALEA,AVKRNLRNRI,







EAVKRNLRNR,EIMLQLILDI,SIIRKQRGSM,NLRNRIKEIM,L







QLILDIALF,DIALFGLRTF,KKKKGSISII,RRVAAGLRQT,VAAG







LRQTPI,LKRTNLPEAL,IKEIMLQLIL



C14or
c.343G>A
p.D115
RKHQHHKKTKRKHGPSSSSRSETDT[p.
RSETDTNSEK
CRC


fl02

N
D115N]NSEKDKPSRGVGGSKKESEEPN







QGNN




C14or
c.299G>T
p.R100I
ASRDMYFDIPLEHRETSIIKRHPPQ[p.Rl
IIKRHPPQI,IKRHPPQIL,SIIKRHPPQI,IIKRHPPQIL,KRHPPQ
CRC


fl05


00I]ILQKLEPIDLPRVITSGRLLSQREAR
ILQK



C14or
c.836G>T
p.R279I
GECVPGFTVPNLLPKWAPDHCSEVE[p.
EIMDSGLDK,IMDSGLDKF,EIMDSGLDKF,SEVEIMDSGL
UCEC


fll8


R279I]IMDSGLDKFSDSTFLLPSRPAQR







GYH




C14or
c.16C>T
p.R6W
MAEGS[p.R6W]WIPQARALLQQCLHA
EGSWIPQAR,SWIPQARAL,QEGSWIPQA,SWIPQARALL,G
KIRP


fl26


RLQIRPADGDV
SWIPARAL



C14or
c.690C>A
p.F230
DSAALLCQALSTNYQIKKLDLSHNQ[p.F
KLDLSHNQL,QLSDVGGEHL,KKLDLSHNQL
UCEC


fl66B

L
230L]LSDVGGEHLGQMLAINVGLTSLD







LSW




C14or
c.269G>T
p.G90V
CCGECSTCFCTEEKSECQRHEETSP[p.G
SPVSCNHQI,CQRHEETSPV,SPVSCNHQIM
CLL


fl77


90V]VSCNHQIMSASTISAFCATPRFKQLF




C14or
c.939de|C
p.P313f
GLQPAGPLGQSHLAHHSMAPYPFPP[p.
PYPFPPTQI,MAPYPFPPT,SMAPYPFPPT,APYPFPPTQI
STAD


f43

s
P313fs]TQI*




C15or
c.1462G>A
p.V488I
LALPADLVPILGDQSNEKGGSYNSV[p.V
NSVIGAAPL,KGGSYNSVI,GSYNSVIGAA,YNSVIGAAPL
CRC


f2


488I]IGAAPLTSDPPTPPSSTPSFKPPVTR




C15or
c.2257G>T
p.V753
PGSGNTQPSGNTASVQGSTSLPAQS[p.
SLPAQSFRA,TSLPAQSFR,QSFRAPATA,LPAQSFRAP,STSLP
LUAD


f2

F
V753F]FRAPATASNHPLNPGATPQPKF
AQSF,AQSFRAPAT,STSLPAQSFR,SFRAPATASN,LPAQSFR






GAPD
APA,GSTSLPAQSF,AQSFRAPATA



C15or
c.2716G>T
p.G906
RRPTTTSSHPLNTGSISHSTLGATD[p.G
WQQKSDSSF,LGATDWQQK,WQQKSDSSFI
LUAD


f2

W
906W]WQQKSDSSFILGNPATPAPVIGL







TSP




C15or
c.71C>T
p.S24F
MAAPEAPPLDRVFRTTWLSTECD[p.S2
TWLSTECDF,DFHPLPPSY,STECDFHPL,DFHPLPPSYR,LSTE
SKCM


f23


4F]FHPLPPSYRKFLFETQAADLAGGTTV
CDFHPL,CDFHPLPPSY



C15or
c.1018G>A
p.D340
GSKKAPAKSVKERIADSQEHISTSI[p.D3
SINFNIIKI,TSINFNIIK,ISTSINFNI,STSINFNII,EHIST
CRC


f33

N
40N]NFNIIKILNNPRAYTLPISKEESRLS
SINF,INFNIIKIL,HISTSINFNI,STSINFNIIK,







TSINFNIIKI,QEHISTSINF,ISTSINFNII



C15or
c.294de|G
p.G98fs
RKKNQALLRRYQEIQEDRRQAEQGG[p.
RQAEQGGWL
STAD


f52


G98fs]WL*




C16or
c.193G>A
p.G65S
RACPVACPVGCPIACPVSCPVACPV[p.
VACPVSCPV,PVACPVSCPV,CPVSCPVGSM
CESC


f3


G65S]SCPVGSMATAPQGLSPQEWEA







DRETG




C16or
c.353A>C
p.D118
RASNETLVSCSSSGSDQQRTIREPE[p.D
REPEAWGPY,RTIREPEAW,EAWGPYRRHR,IREPEAWGPY
KIRC


f55

A
118A]AWGPYRRHRNPSTADAYNSHLK







E*




C16or
c.730C>A
p.L244I
SDTSVIQFYPSKFVLITDILDTFGK[p.L24
IVYERIFSM,TFGKIVYER,DILDTFGKI,LDTFGKIVY,
TGCT


f62


4I]IVYERIFSMCVDSRSVLPDHFSPENA
GKIVYERIF,ILDTFGKIVY,TFGKIVYERI,KIVYERIFSM,







DTFGKIVYER,FGKIVYERIF



C16or
c.61_63de|
p.S21de|
MGLKMSCLKGFQMCVSSSSS[p.S21de|]
MCVSSSSSH,QMCVSSSSSH
PRAD


f74
AGC

HDEAPVLNDKHLDVPDIIITPPTPTGMM




C16or
c.452G>T
p.R151I
ANLSDEKAFVFSVALAEINRKIINQ[o.Rl
KIINQILIL,NRKIINQIL,RKIINQILI,EINRKIINQI,
CRC


f87


51I]ILIL*
RKIINQILIL



C17or
c.187C>G
p.L63V
LCLRALAFCALAKPRASSLGPGPGE[p.L
SLGPGPGEV,VAARSPVLR,EVAARSPVL,GEVAARSPV,EVA
ACC


f96


63V]VAARSPVLRGPQAPLRPGGWAPD
ARSPVLR,GEVAARSPVL






GLK




C19or
c.34G>C
p.G12R
MAAPSGGWNGV[p.G12R]RASLWAA
GVRASLWAA,RASLWAALL,VRASLWAAL,GVRASLWAAL,
ACC


f10


LLLGAVALRPAEAVSEPTT
GWNGVRASLW,RASLWAALLL,GGWNGVRASL,VRASLW







AALL



C19or
c.784C>T
p.R262
PHLANGHVVPIKPQVKGVVREENKV[p.
CAVPTWASV,REENKVCAV,NKVCAVPTW,EENKVCAVPT
STAD


f21

C
R262C]CAVPTWASVQVVDDPGSLASVESPGT




C19or
c.150de|C
p.P50fs
YDQELLGPSDKSQAALQKAGEVVPP[p.
CVSRQACRY,LQRFTFPSV,SSASTCVSR,SQPLQRFTF,TFPSV
STAD


f70


P50fs]PCTSSASTCVSRQACRYPSSQPL
TPGM,RQACRYPSS,CTSSASTCV,FTFPSVTPG,VPPPCTSSA,






QRFTFPSVTPGMQAS*
CRYPSSQPL,GEVVPPPCT,PLQRFTFPSV,FTFPSVTPGM,TS







SASTCVSR,STCVSRQACR,SSQPLQRFTF,YPSSQPLQRF,FPS







VTPGMQA,RQACRYPSSQ,LQRFTFPSVT



C1QB
c.674C>T
p.T225I
ESDIFSIREVSFQSTGESEWKDTNV[p.T2
NYILNTDSL,SEWKDTNYI,ILNTDSLDW,ILNTDSLDWA,SE
TGCT


P


25I]ILNTDSLDWALYDHLMDFLADRGV
WKDTNYIL,YILNTDSLDW






DN




C1QT
c.582_583
p.G194
CVWHIQVATDHAIQLKIEALSIESV[p.G
ALSIESVGL,IESVGLLPF,LSIESVGLL,ALSIESVGLL,
STAD


NF5
insG
fs
194fs]GLLPF*
EALSIESVGL,SIESVGLLPF



C1QT
c.924de|C
p.P308f
NCADGSDETNCSAKFSGSVEQSHPP[p.
QSHPPPRLLA,VEQSHPPPRL
STAD


NF5

s
P308fs]PRLLAP*




C1R
c.647de|C
p.P216f
AECSSELYTEASGYISSLEYPRSYP[p.P21
TSSSWSLLI,ILMTTSKYT,SMPTGRTLA,QMSRGTAGA,LLIL
STAD




s
6fs]LTCAATTASGWSGASPCTSSSWSLL
MTTSK,TLASSVGSK,YTAPMTSYR,RSSSAPSPR,RSYPLTCA






ILMTTSKYTAPMTSYRSMPTGRTLASSV
A,TTSKYTAPM,MTSYRSMPT,SYRSMPTGR,RSMPTGRTL,






GSKGPPTSTPAAMLWICCSSQMSRGT
RTLASSVGS,SSQMSRGTA,AGSCATPPR,ATPPRSSSA,LILM






AGAGSCATPPRSSSAPSPRP*
TTSKY,KYTAPMTSY,TTASGWSGA,CTSSSWSLL,STPAAML







WI,YPRSYPLTC,APMTSYRSM,MPTGRTLAS,LEYPRSYPL,C







AATTASGW,SSSWSLLIL,SSWSLLILM,LMTTSKYTA,SKYTA







PMTS,LWICCSSQM,SQMSRGTAG,YPLTCAATT,PPTSTPA







AM,TSTPAAMLW,TPAAMLWIC,CTSSSWSLLI,SLEYPRSYP







L,ILMTTSKYTA,MLWICCSSQM,SQMSRGTAGA,SLLILMTT







SK,RTLASSVGSK,TSYRSMPTGR,RSYPLTCAAT,MTTSKYTA







PM,KYTAPMTSYR,RSMPTGRTLA,LLILMTTSKY,SKYTAPM







TSY,WICCSSQMSR,TTASGWSGAS,YTAPMTSYRS,YPRSYP







LTCA,YPLTCAATTA,SPCTSSSWSL,MPTGRTLASS,GPPTST







PAAM,LEYPRSYPLT,GASPCTSSSW,TSSSWSLLIL,SSSWSLL







ILM,YRSMPTGRTL,SKGPPTSTPA



C1RL
c.1051de|C
p.L351f
PDYRQNESHNFSGDIALLELQHSIP[p.L
AAACWATSV,ELQHSIPWA,IMRPSTAAA,ATSVGLAWR,SS
CRC




s
351fs]WAPTSSRSVCPIMRPSTAAACW
RSVCPIM,IPWAPTSSR,STAAACWAT,APTSSRSVC,CPIMR






ATSVGLAWRWAG*
PSTA,LELQHSIPW,LQHSIPWAP,WATSVGLAW,RPSTAAA







CW,TSVGLAWRW,TAAACWATSV,CWATSVGLAW,SSRSV







CPIMR,IMRPSTAAAC,SIPWAPTSSR,WATSVGLAWR,STA







AACWATS,CPIMRPSTAA,RPSTAAACWA,LLELQHSIPW,LE







LQHSIPWA,LQHSIPWAPT,TSSRSVCPIM,AACWATSVGL



C1orf
c.1612C>T
p.R538
PPGYFPAGRYVVVAESPLPPGEWEL[p.
GEWELCRAA,CRAAPGPAY,WELCRAAPG,LCRAAPGPAY,
ACC


106

C
R538C]CRAAPGPAYEEEGTPLRYQRLV
WELCRAAPGP,GEWELCRAAP






PSRS




C1orf
c.367A>G
p.S123
WWHLRALGPDATSSCTKTPSALEPL[p.
LEPLGSSTL,ALEPLGSSTL
TGCT


167

G
S123G]GSSTLQDSLEKVPRAPTLPDTLQ







GSL




C1orf
c.2063C>A
p.S688
ESFENVLKEGTEKGTQEIAEGLSEK[p.S6
IAEGLSEKY,GLSEKYGKHV,YGKHVSAEEK,EIAEGLSEKY,SE
LUAD


173

Y
88Y]YGKHVSAEEKEKDKSKLWEESTAQ
KYGKHVSA






VK




C1orf
c.4360G>A
p.G145
AGVGTPGALERKTSGLGQEQEEGSE[p.
EEGSESQEA,QEEGSESQEA,EEGSESQEAA
LUAD


173

4S
G1454S]SQEAATGSGDGRQETGAAEK







FRLGLS




C1orf
c.760G>A
p.D254
PGLRDILNTWEKDLRTRFRTQNDFA[p.
NLSISSEIV,RTQNDFANL,FANLSISSEI,RFRTQNDFAN,FRT
LUSC


74

N
D254N]NLSISSEIVTLPAVAL*
QNDFANL,TQNDFANLSI



C1orf
c.1622G>T
p.R541
LSPQKIDQALRRFRSGENMLLEPAL[p.R
MLLEPALLY,NMLLEPALL,LLEPALLYL,MLLEPALLYL,LLEPA
LUAD


87

L
541L]LYLKEL*
LLYLK,NMLLEPALLY,EPALLYLKEL



C20or
c.1146A>C
p.E382
LKLPLRFQRLGHLVALMALLCGDPQ[p.
LLCGDPQDKV
KIRC


f132

D
E382D]DKVAEEAAEGIHSLLHITLRLKYI







TH




C20or
c.136de|C
p.P46fs
KAGRRAACRSSVSRRPLHSMPLYPP[p.
HSMPLYPPT,SSTPRFCCV,RFCCVTTWR,RKRSSSWAT,KRS
STAD


f160


P46fs]TTSSTPRFCCVTTWRKRSSSWAT
SSWATL,MPLYPPTTS,RFCCVTTWRK,TWRKRSSSWA,RKR






LPG*
SSSWATL,RSSSWATLPG,TSSTPRFCCV,MPLYPPTTSS,HS







MPLYPPTT,TTWRKRSSSW,TPRFCCVTTW



C20or
c.3263G>A
p.R108
LEVQMAQPNYGLELVTGSAKNGTYF[p.
TYFQIHINK,FQIHINKYK,YFQIHINKY,AKNGTYFQI,GTYFQI
CRC


f26

8Q
R1088Q]QIHINKYKMVETITCLSREPFP
HINK,TYFQIHINKY,SAKNGTYFQI,YFQIHINKYK,FQIHINKY






ASNY
KM,AKNGTYFQIH



C22or
c.83C>T
p.P28L
ASATAAWHCPPLCLPPLPASAPTSP[p.P
APTSPLNPA,LPASAPTSPL,SPLNPATRPA
ACC


f26


28L]LNPATRPAPGPGRRARCPQSAHP







APT




C22or
c.96_97ins
p.P32fs
RPLGVFECELCTLTAPYSYVGQKPP[p.P
LQFVQQAGV,MQFILLQEI,LLQEILPPL,RLGEKESSI,ALQPR
CRC


f40
C

32fs]QHPVDGPPGGKLCHEGSLHLRQG
GAGV,GQIPGPRLV,TLHRAPGPA,GLVSGPLGA,LVSGPLGA






QIPGPRLVLQFVQQAGVCGPGMQFILL
A,ATGPGSCSK,RSSGGTLHR,VVQRQMPDK,GQKPPQHPV,






QEILPPLCPGEHQCFSSGNSARLGEKES
HLRQGQIPG,GNSARLGEK,KTQPGTRPG,GTRPGPPTC,CFS






SIKEDPQPARFSDVSATGARSSGGTLHR
SGNSAR,FSSGNSARL,DAAELGAAM,GPRLVLQFV,GARSS






APGPACARDAAELGAAMPGLVSGPLG
GGTL,GPACARDAA,MPGLVSGPL,QPRGAGVQL,SLHLRQ






AALQPRGAGVQLGAATGPGSCSKRVV
GQI,GKLCHEGSL,LCHEGSLHL,GVCGPGMQF,GEHQCFSS






QRQMPDKTQPGTRPGPPTCPSGPRPE*
G,KEDPQPARF,ARFSDVSAT,LHRAPGPAC,VSGPLGAAL,SK







RVVQRQM,RQMPDKTQP,AELGAAMPG,KLCHEGSLHL,VL







QFVQQAGV,GMQFILLQEI,MQFILLQEIL,ILLQEILPPL,LLQE







ILPPLC,AMPGLVSGPL,RLVLQFVQQA,ELGAAMPGLV,GLV







SGPLGAA,LVSGPLGAAL,RLGEKESSIK,RVVQRQMPDK,AA







TGPGSCSK,SGNSARLGEK,SIKEDPQPAR,RSSGGTLHRA,GT







LHRAPGPA,IPGPRLVLQF,QQAGVCGPGM,RQGQIPGPRL,







GQIPGPRLVL,LQFVQQAGVC,AGVCGPGMQF,HQCFSSGN







SA,IKEDPQPARF,RDAAELGAAM,AELGAAMPGL,LQPRGA







GVQL,VQLGAATGPG,CSKRVVQRQM,RQMPDKTQPG,GE







HQCFSSGN



C22or
c.55A>G
p.K19E
MGNILTCCINSHCGWPRG[p.K19E]ED
WPRGEDAPC,GEDAPCYES,WPRGEDAPCY
TGCT


f43


APCYESDTDIYETVAAATSESTTV




C2orf
c.1368T>A
p.N456
IMLEEEPSITSGESQTTYSTFSAPL[p.N4
YSTFSAPLK,STFSAPLKK,PLKKANRKK,SAPLKKANR,
CLL


44

K
56K]KKANRKKLIESLSPDFCHQNKGLLLT
TYSTFSAPLK,YSTFSAPLKK,STFSAPLKKA,SAPLKKANRK,







FSAPLKKANR



C2orf
c.815C>A
p.P272
VEYPICLVCLRPRSPSCPLPRYRTG[p.P2
RYRTGHRLL,RTGHRLLAF,HRLLAFPQL,RYRTGHRLLA,LPR
LUAD


53

H
72H]HRLLAFPQLLPCVQGQESGPLRIGIG
YRTGHRL,YRTGHRLLAF,GHRLLAFPQL,HRLLAFPQLL



C2orf
c.3675_3676
p.1225_
GRPQPPTLDPTSTSYESQLGQNSSS[p.1
SSSSEESPK,SSSSEESPKK,SQLGQNSSSS
KIRC


71
insAGC
1226i
225_1226insS]SEESPKKDTEPGSSPCS






nsS
PELQGGTRRAS




C2orf
c.943A>C
p.T315
LELRSEGVPCIASGVLVSYPSVGGA[p.T3
YPSVGGAPR,SYPSVGGAPR
ACC


81

P
15P]PRPSASCQQQRAGHSDVRLSAHH







HRM




C3
c.2670de|C
p.P890f
LLHNPAFCSLATTKRRHQQTVTIPP[p.P
TVTIPPSPR,IPPSPRCPF,QTVTIPPSPR,SPRCPFHMSS,
STAD




s
890fs]SPRCPFHMSSCR*
HQQTVTIPPS



C3orf
c.1655G>A
p.R552
RTCHALQEDEKLVKKAEKQVTLALQ[p.
VTLALQQQR,QQRNLHEHK,KQVTLALQQ,QQQRNLHEH,
CLL


15

Q
R552Q]QQRNLHEHKVSLVENHLAGLE
QVTLALQQQR,KQVTLALQQQ,LQQQRNLHEH,QQRNLHE






GRALA
HKV



C3orf
c.2219G>T
p.R740
IISSQNYTSTGQLQWLLNTLYNHQQ[p.
LYNHQQLGR,QQLGRGSPC,TLYNHQQLGR,HQQLGRGSPC,
LUAD


20

L
R740L]LGRGSPCIQCRYDSYRLLQYDLD
QQLGRGSPCI






SPL




C3orf
c.649C>T
p.R217
SWLDNNGKSAVKKLKNSLPLRKELD[p.
CLKDELSHQL,KELDCLKDEL,LPLRKELDCL
UCEC


23

C
R217C]CLKDELSHQLQLSDIRWQRSW







GIAHR




C3orf
c.681C>A
p.D227
AERRTSEQITHRLSKLSERRPSVQI[p.D2
VQIESGSSV,IESGSSVPS,SVQIESGSSV,VQIESGSSVP
LUSC


30

E
27E]ESGSSVPSDQSPSVQIDSGSSVPSDQ




C3orf
c.997C>T
p.R333
LALAQEFQMKTVTVSLEDHTFADVV[p.
TFADVVWLV,WLVSNASML,HTFADVVWL,DVVWLVSNA,
CRC


39

W
R333W]WLVSNASMLVSMHGAQLVTT
VWLVSNASM,HTFADVVWLV,WLVSNASMLV,VWLVSNA






LFLPRG
SML,VVWLVSNASM



C3orf
c.554G>A
p.R185
SNMPLNNSSQEVTKDLLDMIDHTSI[p.
QTIEELQGK,IDHTSIQTI,TSIQTIEEL,MIDHTSIQTI,
UCEC


62

Q
R185Q]QTIEELAGKIEFENELNHMCGH
HTSIQTIEEL,QTIEELQGKI






CQDS




C3orf
c.17C>T
p.S6L
MSAAA[p.S6L]LPASERGWKSEKLDEA
AAALPASER,SAAALPASER,AALPASERGW
BLCA,CESC


70


QALARSCAAR




C4orf
c.2398G>C
p.E800
SKDTEAHISEPEDLGKIRSPPPDHV[p.E8
VQVETAREG
CESC


21

Q
00Q]QVETAREGKQYWNPRNSSELSGL







VNT




C5orf
c.10G>A
p.D4N
MEV[p.D4N]NINGESRSTLTTLPFPGAE
EVNINGESR
CRC


30


ANSPGKA




C5orf
c.341G>A
p.R114
LFFWSFNGLLLVVDTTGKPNFISRY[p.R
FISRYQIQV,ISRYQIQVGK,KPNFISRYQI,YQIQVGKNEP
CRC


4

Q
114Q]QIQVGKNEPVDPVKLRQSIRTVL







FNQ




C5orf
c.734A>G
p.Q245
PRAAGAPRPRLLLRTGSLDESLGPL[p.Q
SLGPLRAAA,GPLRAAAGF,RAAAGFVQTA,ESLGPLRAAA,D
ACC


65

R
245R]RAAAGFVQTALARKLSPEAPAPS
ESLGPLRAA






SAT




C6orf
c.2171A>C
p.K724
RTGAINECVTFIFNRYAKKLQVSRH[p.K
KLQVSRHTK,VSRHTKFGY,HTKFGYGVL,LQVSRHTKF,RHT
CRC


170

T
724T]TKFGYGVLVTRVASTAAGGIALKK
KFGYGV,TKFGYGVLV,KLQVSRHTKF,KKLQVSRHTK,VSRH






SG
TKFGYG,HTKFGYGVLV,QVSRHTKFGY,RHTKFGYGVL,TKF







GYGVLVT



C6orf
c.172_173
p.P58fs
GMSEKAIEKEIRQLLEKNEPQRPPP[p.
AVSSPYSCV,EPQRPPPAV,PPPAVSSPY,RPPPAVSSPY
STAD


89
insC

P58fs]AVSSPYSCV*




C7
c.2059C>A
p.R687
GMSLEGPSAFLCGSSLKWSPEMKNA[p.
EMKNASCVQK,SPEMKNASCV
LUAD




S
R687S]SCVQKENPLTQAVPKCQRWEK







LQNSR




C7orf
c.389de|G
p.G130
GSSSEEEDSGKQALAPGLSPSQRPG[p.
SQRPGVPAL,AGALRRRRK,GALRRRRKR,ALRRRRKRM,RP
STAD


49

fs
G130fs]VPALPVAGALRRRRKRMC*
GVPALPV,GLSPSQRPGV,VAGALRRRRK,SPSQRPGVPA,RP







GVPALPVA,VPALPVAGAL,ALRRRRKRMC,SQRPGVPALP



C7orf
c.535de|C
p.L179f
RARELTVQKAEALMRELDEEGSDPP[p.
RLSKGFQLL,VMAGSVPSA,NLLWREMSI,CLRPHRVQL,EM
STAD


50

s
L179fs]CRGGPSASDRCCSCSPSGFSAG
SIFLPGI,LSKGFQLLR,MSIFLPGIF,RPFHVQLLR,RVQLLRR






RGRCPVQGCLRPHRVQLLRRWGPGSP
WG,RWWGPGSPA,LWREMSIFL,TVMAGSVPS,APEPRKG






AGQRLSKGFQLLRWWGPGSPAPEPRK
PF,WPVTAVTVM,GPSSPRNLL,LLWREMSIF,RRWGPGSPA,






GPFPPPDPPWPVTAVTVMAGSVPSAQ
QRLSKGFQL,SKGFQLLRW,KGFQLLRWW,LESPGPLAL,RE






SVDALESPGPLALEGPSSPRNLLWREM
MSIFLPG,DPPWPVTAV,TVMAGSVPSA,LLWREMSIFL,FSA






SIFLPGIF*
GRGRCPV,CLRPHRVQLL,RLSKGFQLLR,REMSIFLPGI,RGR







CPVQGCL,RPHRVQLLRR,GSPAGQRLSK,CSPSGFSAGR,LA







LEGPSSPR,FPPPDPPWPV,TAVTVMAGSV,GPGSPAGQRL,







VPSAQSVDAL,SPRNLLWREM,EMSIFLPGIF,RCCSCSPSGF,







LRRWGPGSPA,RRWGPGSPAG,GQRLSKGFQL,QRLSKGFQ







LL,LSKGFQLLRW,FQLLRWWGPG,LRWWGPGSPA,ALESP







GPLAL,LEGPSSPRNL,RNLLWREMSI,NLLWREMSIF,CPVQ







GCLRPH,WPVTAVTVMA,PPWPVTAVTV,GPFPPPDPPW,







GPSSPRNLLW



C7orf
c.88G>A
p.E30K
SKELQGATHRYAPCDWYYHVPVKRS[p.
HVPVKRSKK,KKAVDAPPA,YYHVPVKRSK,RSKKAVDAPP,V
HNSC


57


E30K]KKAVDAPPASQIPGLSNLGDSHS
PVKRSKKAV






ENL




C7orf
c.418G>T
p.G140
HQHILTQHGYTVVIAEERLNAGLGP[p.
RLNAGLGPW,RLNAGLGPWL
LUAD


58

W
G140W]WLLEQGDLGSWDLLICLSSKK







AEGTP




C7orf
c.713G>T
p.R238
PSVCLDQGMQLKPSTSSHLLKTVKP[p.
LLKTVKPLV,KTVKPLVWK,HLLKTVKPL,LKTVKPLVW,HLLK
LUAD


58

L
R238L]LVWKPGDWSREQLNETTVLAP
TVKPLV,LVWKPGDWSR,SHLLKTVKPL,LLKTVKPLVW






HETIF




C7orf
c.28G>A
p.A10T
MWTEEAGAT[p.A10T]TEAQESGIRNK
EEAGATTEA,TEEAGATTEA
CRC


63


SSSSSQIPVVGVVTE




C9orf
c.1024de|C
p.P342f
GYETHLETTGHKKMPQAFEPPMPPP[p.
LALKEDLLY,ALKEDLLYL,SLQCQSLAL,KLALKEDLL,QLLCQN
STAD


131

s
P342fs]ANPQLLCQNPEKLALKEDLLYL
PEK,MPPPANPQL,ERNLRPLSL,YLRTSGEPW,CQNPEKLAL,






RTSGEPWDTERNLRPLSLQCQSLALP*
FEPPMPPPA,QLLCQNPEKL,KLALKEDLLY,CQNPEKLALK,L







YLRTSGEPW,ALKEDLLYLR,MPPPANPQLL,RPLSLQCQSL,L







ALKEDLLYL,TERNLRPLSL,LSLQCQSLAL,GEPWDTERNL



C9orf
c.406C>T
p.R136
ITNHREKKLQQSTKYWCLNQSAESL[p.
ESLWICAMR,NQSAESLWI,AESLWICAM,QSAESLWICA,CL
BRCA


174

W
R136W]WICAMRGGENRPPARVQSSS
NQSAESLW,SAESLWICAM






EELELR




CABP5
c.433de|C
p.R145f
NGDGEITLVELQQAMQRLLGERLTP[p.
RLSGRLMLM,LMLMETAQL,MLMETAQLT,RLTPGRSLR,RS
STAD




s
R145fs]GRSLRLSGRLMLMETAQLTLKS
LRLSGRL,SLRLSGRLM,ERLTPGRSL,LRLSGRLML,LMETAQ






L*
LTL,RLMLMETAQL,MLMETAQLTL,RLTPGRSLRL,LMETAQ







LTLK,RSLRLSGRLM,SLRLSGRLML,SGRLMLMETA,ETAQLT







LKSL,GERLTPGRSL,LRLSGRLMLM



CACH
c.2159C>A
p.S720
SLMDKAFDPTRRQWYLHAVANPGLI[p.
AVANPGLIY,LIYLTGPYL,YLTGPYLDV,GLIYLTGPY,VANPGL
CRC


D1

Y
S720Y]YLTGPYLDVGGAGYVVTI
IYL,AVANPGLIYL,GLIYLTGPYL,IYLTGPYLDV,HAVANPGLIY






SHTIHSSS




CACN
c.1994C>T
p.T665
NFDEGTPPTNFDTFPAAIMTVFQIL[p.
LMGEDWNEV,IMWFQILM,FQILMGEDW,MGEDWNEV
CRC


A1A

M
T665M]MGEDWNEVMYDGIKSQGGVQ
M,MGEDWNEVMY,ILMGEDWNEV,LMGEDWNEVM,VF






GGMVFS
QILMGEDW,AIMTVFQILM



CACN
c.2315C>A
p.S772
EVSPLSAANMSIAVKEQQKNQKPAK[p.
PAKYVWEQR,NQKPAKYVW,YVWEQRTSEM,QQKNQKPA
LUAD


A1A

Y
S772Y]YVWEQRTSEMRKQNLLASREA
KY






LYNEM




CACN
c.2129C>T
p.5710
RRSTFDNFPQSLLTVFQILTGEDWN[p.S
ILTGEDWNL,LTGEDWNLV,GEDWNLVMY,NLVMYDGIM,
UCEC


A1C

L
710L]LVMYDGIMAYGGPSFPGMLVCIY
TGEDWNLVMY,ILTGEDWNLV,LVMYDGIMAY,LTGEDWN






FII
LVM



CACN
c.3218G>T
p.R107
AKSNPEECRGLFILYKDGDVDSPVV[p.R
SPVVLERIW,DVDSPVVLER,LERIWQNSDF
LUAD


A1D

3L
1073L]LERIWQNSDFNFDNVLSAMMA







LFTVS




CACN
c.1055C>A
p.A352
AKGITDYKKGFSFAFEQLLNYNVSR[p.A
RENCNKIIM,RENCNKIIML
LUAD


A2D1

E
352E]ENCNKIIMLFTDGGEERAQEIFNK







YN




CACN
c.994G>A
p.A332
CLNGTLVQADRTNKEHFREHLDKLF[p.
KLFTKGIGM,REHLDKLFT,KLFTKGIGML
CRC


A2D3

T
A332T]TKGIGMLDIALNEAFNILSDFNH







TGQ




CACN
c.1823G>A
p.R608
ASHRDHNHRDETHGSSDHRHRESRH[p.
RHRESRHHSR,RESRHHSRDV
CRC


B2

H
R608H]HSRDVDREQDHNECNKQRSR







HKSKDR




CACN
c.400G>A
p.V134I
ILSVTLLFFGGLCVAASEFHRSRHN[p.V1
RSRHNIILS,FHRSRHNII,HRSRHNIIL,SRHNIILSA,RSRH
CRC


G3


341]IILSAGIFFVSAGLSNIIGIIVYISA
NIILSA,EFHRSRHNII,FHRSRHNIIL,SEFHRSRHNI



CACN
c.413C>T
p.A138
TLLFFGGLCVAASEFHRSRHNVILS[p.A1
ILSVGIFFV,VILSVGIFF,NVILSVGIF,SRHNVILSV,
CRC


G3

V
38V]VGIFFVSAGLSNIIGIIVYISANAGD
VILSVGIFFV,RSRHNVILSV,LSVGIFFVSA,NVILSVGIFF,







RHNVILSVGI,HNVILSVGIF



CACN
c.694C>T
p.R232
LRAKSHSEFLKKSTFARLPPYRYRF[p.R2
RYRFWRRSS,RFWRRSSSR,PPYRYRFWR,PYRYRFWRR,YR
LUAD


G3

W
32W]WRRSSSRSTEPRSRDLSPISKGFH
FWRRSSS,LPPYRYRFW,RLPPYRYRFW,RYRFWRRSSS,RF






TI
WRRSSSRS,LPPYRYRFWR,PPYRYRFWRR,YRYRFWRRSS



CACN
c.361G>A
p.G121
MIRSATPFPLVSLFFMFIGFILNNI[p.G1
FILNNIRHI,NIRHIRPHR,ILNNIRHIR,RHIRPHRTI,
CRC


G5

R
21R]RHIRPHRTILAFVSGIFFILSGLSLV
GFILNNIRHI,FIGFILNNIR,FILNNIRHIR,







NNIRHIRPHR,RHIRPHRTIL



CACN
c.437T>G
p.V146
LRVVRASSIFPILSAILLLLGGVCV[p.V14
LLGGVCVGA,CVGASRVYK,GASRVYKSK,VCVGASRVY,LLL
BLCA


G8

G
6G]GASRVYKSKRNIILGAGILFVAAGLS
GGVCVGA,VGASRVYKSK,GVCVGASRVY



CADM
c.569C>T
p.S190
NCTAMASKPATTIRWFKGNTELKGK[p.
LEVEEWSDM,TELKGKLEV,LEVEEWSDMY
CRC


1

L
S190L]LEVEEWSDMYTVTSQLMLKVH







KEDDG




CADP
c.2875C>A
p.R959
DAALEVQPPDTWDSFPLFQLLNDFL[p.
LNDFLSTDY,FLSTDYNLC,DFLSTDYNL,LLNDFLSTDY,STDY
LUAD


S

S
R959S]STDYNLCNGKFHKHLQDLFAPL
NLCNGK,FQLLNDFLST,NDFLSTDYNL






WRY




CADP
c.3217G>A
p.A107
PSWMAAIYDADNGSGTSEDLFWKLD[p.
KLDTLQTFI,WKLDTLQTF,KLDTLQTFIR,FWKLDTLQTF,WK
CRC


S

3T
A1073T]TLQTFIRDLHWPEEEFGKHL
LDTLQTFI






EQRLKL




CALB2
c.180G>C
p.K60N
YIEGKELENFFQELEKARKGSGMMS[p.
NSDNFGEKM,GMMSNSDNF,SNSDNFGEK,MSNSDNFGE
CESC





K60N]NSDNFGEKMKEFMQKYDKNSD
K,SGMMSNSDNF






GKIEM




CALB2
c.772C>T
p.R258
KEMNIQQLTNYRKSVMSLAEAGKLY[p.
KLYCKDLEI,KLYCKDLEIV,LYCKDLEIVL
LUAD




C
R258C]CKDLEIVLCSEPPM*




CALCB
c.242G>C
p.R81T
DYVQMKASELKQEQETQGSSSAAQK[p.
AQKTACNTA,KTACNTATCV,AQKTACNTAT
CESC





R81T]TACNTATCVTHRLAGLLSRSGG







MVKS




CALD1
c.1018G>A
p.E340
ERMREEEKRAAEERQRIKEEEKRAA[p.E
AAKERQRIK,RAAKERQRI,RAAKERQRIK
CLL




K
340K]KERQRIKEEEKRAAEERQRIKEEE







KR




CALN
c.691G>A
p.V231I
LNETSGNCQTEFEGVHSQKQNRQTC[p.
KQNRQTCIR,QNRQTCIRK,CIRKSLICA,RQTCIRKSL,IRKSLIC
GBM


1


V231I]IRKSLICAFAMAFIISVMLIAANQ
AF,KQNRQTCIRK,SQKQNRQTCI,CIRKSLICAF,RQTC






IL
IRKSLI



CAMK
c.392G>T
p.G131
EYYSEADASHCIQQILEAVLHCHQM[p.
AVLHCHQMV,VLHCHQMVV,MVVVHRDLK,AVLHCHQM
LUAD


2B

V
G131V]VVVHRDLKPENLLLASKCKGAA
VV,VLHCHQMVVV,QMVVVHRDLK,EAVLHCHQMV,HQM






VKLA
VVVHRDL



CAMS
c.1396_1397
p.T466f
RHRSNSLTRVDGQPRGAAIAWPEKK[p.
VPANTFCST,QACVPANTF,KKNQACVPA,WPEKKNQACV,
BLCA


AP1
insA
s
T466fs]NQACVPANTFCSTSRCEL*
NQACVPANTF



CAMS
c.1396de|A
p.T466f
RHRSNSLTRVDGQPRGAAIAWPEKK[p.
LLLYITLRV,LLYITLRVV,RVVKWIPAL,GLRPSQHLL,VVKWIP
KICH


AP1

s
T466fs]PGLRPSQHLLLYITLRVVKW
ALA,SAWPAPSAK,HLLLYITLR,KWIPALATA,LYITLRVVK,AS






IPALATASAWPAPSAKTVWHPTLLI*
AWPAPSA,SAKTVWHPT,KTVWHPTLL,RPSQHLLLY,LATAS







AWPA,TVWHPTLLI,IPALATASA,WPAPSAKTV,SQHLLLYIT,







VKWIPALAT,AKTVWHPTL,HLLLYITLRV,LLLYITLRVV,ALA







TASAWPA,GLRPSQHLLL,YITLRVVKWI,RVVKWIPALA,WI







PALATASA,LLYITLRVVK,ASAWPAPSAK,LYITLRVVKW,TLR







VVKWIPA,SAKTVWHPTL,KTVWHPTLLI,LRPSQHLLLY,TAS







AWPAPSA,KPGLRPSQHL,RPSQHLLLYI,IPALATASAW,WP







APSAKTVW,SAHLLLYITL,LRVVKWIPAL,VKWIPALATA,AK







TVWHPTLL



CANT
c.392A>G
p.K131
RIAVIADLDTESRAQEENTWFSYLK[p.
YLKRGYLTL,NTWFSYLKR,SYLKRGYLT,WFSYLKRGY,FSYLK
PRAD


1

R
K131R]RGYLTLSDSGDKVAVEWDKDHG
RGYL,YLKRGYLTLS,SYLKRGYLTL,TWFSYLKRGY,ENTWFSY






VLES
LKR



CAPN
c.906_911
p.LV30
LHTSSELQSPSSYFASRPWVRAKGL[p.
GLLGFPVLT,WVRAKGLLG,VRAKGLLGF,AKGLLGFPV,KGLL
TGCT


S1
de|GCTGGT
3de|
LV303de|]LGFPVLTLHPPLPSGCS*
GFPVL,GLLGFPVLTL,RAKGLLGFPV,WVRAKGLLGF,RPWV







RAKGLL,AKGLLGFPVL



CAPRI
c.37G>A
p.E13K
MEVQVSQASLGF[p.E13K]KLTSVEKSL
SLGFKLTSV,VSQASLGFK,GFKLTSVEK,SQASLGFKL,QVSQ
CRC


N2


REWSRLSREVIAWLCPS
ASLGFK,LGFKLTSVEK,KLTSVEKSLR,SQASLGFKLT,FKLTSV







EKSL



CARD
c.1268G>A
p.R423
IEKDKYRKQIRELEEKNDEMRIEMV[p.R
EMRIEMVQR,DEMRIEMVQ,IEMVQREAC,MRIEMVQREA,
CRC


11

Q
423Q]QREACIVNLESKLRRLSKDSNNL
IEMVQREACI,VQREACIVNL






DQS




CARD
c.1876G>A
p.E626
LDDDSHERYSFGPSSIHSSSSSHQS[p.
SSSSSHQSK,HQSKGLDAY,HSSSSSHQSK,SHQSKGLDAY
DLBCL


11

K
E626K]KGLDAYDLEQVNLMFRKFSLER







PFRP




CARD
c.279G>C
p.E93D
SKINRAGRLLDILHTKGQRGYVVFL[p.
FLDSLEFYY,GYVVFLDSL,VVFLDSLEF,VFLDSLEFY,FLDSLEF
DLBCL


11


E93D]DSLEFYYPELYKLVTGKEPTRRF
YYP,VVFLDSLEFY,YVVFLDSLEF,RGYVVFLDSL,VFLDSLEFY






STI
Y,DSLEFYYPEL



CARD
c.3195C>G
p.I1065
ANIEAVAAKNKHCLLEAGIGCTRDL[p.I
LMKSNIYPI,RDLMKSNIY,MKSNIYPIV,DLMKSNIYPI,LMKS
LUAD


11

M
1065M]MKSNIYPIVLFIRVCEKNIKRFR
NIYPIV,GIGCTRDLMK,CTRDLMKSNI,MKSNIYPIVL






KLL




CARM
c.605C>T
p.A202
LQNHTDFKDKIVLDVGCGSGILSFF[p.A
ILSFFVAQA,FVAQAGARK,SFFVAQAGA,FFVAQAGAR,LSF
GBM


1

V
202V]VAQAGARKIYAVEASTMAQHAE
FVAQAG,GILSFFVAQA,FVAQAGARKI,SFFVAQAGAR,VA






VLVK
QAGARKIY,CGSGILSFFV,LSFFVAQAGA



CASC1
c.161G>A
p.R54Q
ERRLKEEEEARLKYEKEEMERLEIQ[p.
RLEIQQIEK,MERLEIQQI
CRC





R54Q]QIEKEKWHRLEAKDLERRNEEL







EELY




CASC3
c.1808C>T
p.P603
MNLPHPGLHPHQTPAPLPNPGLYPP[p.
GLYPPLVSM,NPGLYPPLV,GLYPPLVSMS,LPNPGLYPPL
STAD




L
P603L]LVSMSPGQPPPQQLLAPTYFSA







PGVM




CASC3
c.1934C>T
p.P645
TYFSAPGVMNFGNPSYPYAPGALPP[p.
YAPGALPPL,LPPLPPPHL,ALPPLPPPHL,PYAPGALPPL,LPPL
STAD




L
P645L]LPPPHLYPNTQAPSQVYGGVTY
PPPHLY






YNPA




CASC3
c.1973>T
p.S658
PSYPYAPGALPPPPPPHLYPNTQAP[p.S
NTQAPLQVY,LYPNTQAPL,LQVYGGVTY,APLQVYGGV,HL
STAD




L
658L]LQVYGGVTYYNPAQQQVQPKPS
YPNTQAPL,LQVYGGVTYY,QAPLQVYGGV,YPNTQAPLQV






PPRR




CASC3
c.695C>T
p.S232
RQRKLWKDEGRWEHDKFREDEQAPK[p.
KFRQELIAL,APKFRQELI,REDEQAPKF,FRQELIALY,KFRQEL
STAD




F
S232F]FRQELIALYGYDIRSAHNPDDI
IALY,EQAPKFRQEL






KPRR




CASD
c.2341de|T
p.F781f
DLAQIIIPKDNSSLLKRLACIAAFF[p.
DSSSYHPFK,INQNIRFQK,AFFVDSSSY,LACIAAFFV,HPFKIN
STAD


1

s
F781fs]VDSSSYHPFKINQNIRFQKF*
QNI,VDSSSYHPF,FKINQNIRF,NQNIRFQKF,FVDSSSYHPF,







RLACIAAFFV,KINQNIRFQK,INQNIRFQKF,AAFFVDSSSY,H







PFKINQNIR,DSSSYHPFKI



CASP1
c.13C>T
p.R5W
MSNP[p.R5W]WSLEEEKYDMSGARLA
NPWSLEEEKY
CRC


4


LILCVTKARE




CASP5
c.67de|A
p.R23fs
MAAVPRVEGVFIFLIEDSGKKK[p.
RILKLCSKV,KVSFRVDWI,KLCSKVSFR,KKKGVRILK,GKKKG
KIRC





R23fs]GVRILKLCSKVSFRVDWITS*
VRIL,KKGVRILKL,LKLCSKVSF,SKVSFRVDW,KLCSKVSFRV,







GVRILKLCSK,SGKKKGVRIL,ILKLCSKVSF,KKKGVRILKL,SKV







SFRVDWI



CASP8
c.1413de|A
p.R471f
YEVSNKDDKKNMGKQMPQPTFTLRK[p.
LLIDGAILF,LIDGAILFV,ILFVLFCFV,FVLFCFVFL,TLRKNLSSL,
STAD




s
R471fs]NLSSLLIDGAILFVLFCFV
FVFLRQNLA,VLFCFVFLR,CSGVISAHR,SGVISAHRK,RVAG






FLRQNLALSPRLECSGVISAHRKLRLPG
TTGAR,DGAILFVLF,AILFVLFCF,LFVLFCFVF,CFVFLRQNL,V






SGHSPASASRVAGTTGARHHTWLIF*
FLRQNLAL,RQNLALSPR,VISAHRKLR,KLRLPGSGH,GARHH







TWLI,LPGSGHSPA,LRKNLSSLL,RKNLSSLLI,ARHHTWLIF,I







DGAILFVL,FTLRKNLSSL,NLSSLLIDGA,LLIDGAILFV,LIDGAI







LFVL,AILFVLFCFV,FVFLRQNLAL,TLRKNLSSLL,RLECSGVIS







A,RLPGSGHSPA,FVLFCFVFLR,CSGVISAFIRK,IDGAILFVLF,







GAILFVLFCF,ILFVLFCFVF,RQNLALSPRL,KLRLPGSGHS,SG







HSPASASR,ASRVAGTTGA,GARHHTWLIF,RVAGTTGARH,







ECSGVISAHR,GVISAHRKLR,QPTFTLRKNL,SLLIDGAILF



CAST
c.1917T>A
p.D639
DDALDKLSDSLGQRQPDPDENKPME[p.
MEEKVKEKA
CLL




E
D639E]EKVKEKAKAEHRDKLGERDDTI







PPEY




CATSP
c.1274C>T
p.T425
MIVEEVRAIRFNQEQESEVLNRRSS[p.T
SMSGSLETT,EVLNRRSSM,RRSSMSGSL,NRRSSMSGSL,SE
KIRC


ER4

M
425M]MSGSLETTSSKDIRQMSQQQDL
VLNRRSSM






LSAL




CBFB
c.454G>A
p.E152
FDEERAQQEDALAQQAFEEARRRTR[p.
EARRRTRKF,RTRKFEDRDR,RKFEDRDRSH,EEARRRTRKF
CRC




K
E152K]KFEDRDRSHREEMEVRVSQLLA







VTGK




CBLL1
c.413de|A
p.E138f
PIKIYGRMIPCKHVFCYDCAILHEK[p.
ILCSELSSV,VLSSCVALF,CLRETYRLI,LSSCVALFK,CVALFKG
STAD




s
E138fs]REIRCVQAVVILCSELSSVHEVL
AR,HICLRETYR,GAREHICLR,TYRLISTIA,ILHEKREIR,EIRCV






SSCVALFKGAREHICLRETYRLISTIAI*
QAVV,ELSSVHEVL,EVLSSCVAL,ETYRLISTI,REIRCVQAV,R







CVQAVVIL,SELSSVFIEV,HEVLSSCVA,ALFKGAREH,EHICLR







ETY,RETYRLIST,YRLISTIAI,REHICLRET,HEKREIRCV,







VILCSELSSV,SVHEVLSSCV,ALFKGAREHI,VLSSCVALFK,







TYRLISTIAI,EHICLRETYR,ETYRLISTIA,EVLSSCVALF,







REIRCVQAVV,SELSSVHEVL,HEVLSSCVAL,REHICLRETY,







RETYRLISTI



CBLN3
c.206de|C
p.P69fs
ECLVVCEPGRAAAGGPGGAALGEAP[p.
AMAPVGPST,ATTMSQQGK,QGKPAMAPV,APLGEWHLL,
STAD





P69fs]LGEWHLLRSEATTMSQQGKPA
MSQQGKPAM,APVGPSTST,LLRSEATTM,GAALGEAPL,GE






MAPVGPSTSTRSW*
WHLLRSE,GPSTSTRSW,EAPLGEWHLL,TTMSQQGKPA,KP







AMAPVGPS,TMSQQGKPAM,HLLRSEATTM,GEAPLGEW







HL,GEWHLLRSEA,QQGKPAMAPV,AMAPVGPSTS



CBWD
c.304_305
p.E102f
ESGEGSALEKSLAVSQGGELYEEWL[p.
GELYEEWLGT
KICH


6
insG
s
E102fs]GT*




CC2D
c.3850C>T
p.R128
ESQEDEKLLQATEKFQAECALKFPN[p.
LKFPNCQCL,FPNCQCLTT,ALKFPNCQCL,CQCLTTVIDI,FPN
CRC


2A

4C
R1284C]CQCLTTVIDISGKTVFITRY
CQCLTTV,AECALKFPNC






LKPLNP




CCDC
c.3492de|C
p.P116
LERDPTPCELTYKVPTRHSMSQIPP[p.P
SQIPPSSPL,MSQIPPSSPL
STAD


108

4fs
1164fs]SSPL*




CCDC
c.1250G>T
p.R417
GIKGGIRRWNYFFPEELLVYDICKY[p.
LVYDICKYL,VYDICKYLW,YLWCENIGR,CKYLWCENI,LLVYD
LUAD


111

L
R417L]LWCENIGRAFIKSNNIMILVDL
ICKYL,YLWCENIGRA,LVYDICKYLW






KNEVW




CCDC
c.22A>G
p.I8V
MEVKGQL[p.I8V]VSSPTFNAPAALFGE
LVSSPTFNA,GQLVSSPTF,MEVKGQLVS,QLVSSPTFNA,ME
KIRC


120


AAPQVKSERLR
VKGQLVSS,KGQLVSSPTF



CCDC
c.1190G>T
p.W39
IEQAQKLTATQSHLENRKQQLQQEQ[p.
QQLQQEQLY,KQQLQQEQL,QEQLYLESL,QLYLESLIQA,KQ
LUSC


121

7L
W397L]LYLESLIQARQRLQGSHNQCLN
QLQQEQLY,LYLESLIQAR,RKQQLQQEQL,QQLQQEQLYL,






RQDV
QQEQLYLESL,QEQLYLESLI



CCDC
c.2512C>T
p.R838
NIYVDALLKEFEQFNRRLNEVSKRV[p.R
CIPLPVSNI,VSKRVCIPL,KRVCIPLPV,NEVSKRVCI,EVSKRVC
UCEC


132

C
838C]CIPLPVSNILWEHCIRLANRTIV
IPL,SKRVCIPLPV






EGY




CCDC
c.937G>A
p.E313
AEKAKPDALHGLRVHSWVLVLSGKR[p.
GKRKVPENF,RKVPENFFI,WVLVLSGKRK,KRKVPENFFI,GK
HNSC


135

K
E313K]KVPENFFIDPFTGHSYSTQDEHF
RKVPENFF






LGI




CCDC
c.3791C>T
p.S126
NTTSIKTQMELTIKDLESEISRIKT[p.
KTLQADFNK,ISRIKTLQA,RIKTLQADF,SEISRIKTL,LQADFN
UCEC


144A

4L
S1264L]LQADFNKTELERYKELYLEEV
KTEL,RIKTLQADFN,EISRIKTLQA,SRIKTLQADF






KVRES




CCDC
c.1260de|A
p.K420f
KEEEKEKLWKKKELLQRAEKKKKIK[p.
KIKNTGPRK,KNRSGKKWK,RKNRSGKKW
STAD


148

s
K420fs]NTGPRKNRSGKKWK*




CCDC
c.1463C>A
p.P488
ILPKYQDQNFLPKDQNFLSRDQHVL[p.
LSRDQHVLH,LSRDQHVLHK
CLL


15

H
P488H]HKDQDILPKYQDQNFLPKDQN







FLSRD




CCDC
c.457G>C
p.E153
GYKKEISKLYQDMQRKVELNEEKHK[p.
KHKQLIEKK,KQLIEKKEM,QLIEKKEMEI,HKQLIEKKEM
CESC


152

Q
E153Q]QLIEKKEMEISELNAKLRSQEKE







KQN




CCDC
c.598_599
p.P200f
QWDGAALRLHARHKEQQRQFGLTPP[p.
LTPPWIFEA,RQFGLTPPW,QFGLTPPWI,FGLTPPWIF,RQF
STAD


153
insC
s
P200fs]WIFEATSP*
GLTPPWI,GLTPPWIFEA,QFGLTPPWIF,QRQFGLTPPW



CCDC
c.599de|C
p.P200f
QQWDGAALRLHARHKEQQRQFGLTP[p.
QRQFGLTPL,RQFGLTPLD,RQFGLTPLDL,QQRQFGLTPL
STAD


153

s
P200fs]LDL*




CCDC
c.994G>T
p.A332
KELSDIWSAVHVLQNSIDSLTLCSG[p.A
TLCSGSCPK,TLCSGSCPKA,LTLCSGSCPK,GSCPKASSLR
TGCT


159

S
332S]SCPKASSLRGHKGHQCLSPPLPS







WDS




CCDC
c.15058G>T
p.D502
GYTLSNSKGPVQPTAQGEEKGGLRI[p.
YMEDKMLPK,GLRIYMEDK,EEKGGLRIY,LRIYMEDKM,RIY
UCEC


168

0Y
D5020Y]YMEDKMLPKCTDLKAKQLLLS
MEDKML,IYMEDKMLPK,GEEKGGLRIY,EEKGGLRIYM






DILNT




CCDC
c.485A>G
p.K162
LDDCIFNMVLLKVPSSLSAEELEAI[p.K1
AIRLIRFGK,RLIRFGKKK,ELEAIRLIR,LEAIRLIRF,EELE
STAD


169-

R
62R]RLIRFGKKKNTHSLFVFIIPENFKGC
AIRLI,AEELEAIRL,AIRLIRFGKK,EAIRLIRFGK,EELEAI



SOHL



RLIR,AEELEAIRLI



H2







CCDC
c.620G>T
p.R207
KLRMEQEEELKDMSKIILNAKCHAI[p.R
ILDAQILEK,LNAKCHAIL,HAILDAQIL,ILNAKCHAIL,
LUAD


19

L
207L]LDAQILEKQAIQKELDTEEKRLDQ
AILDAQILEK






MM




CCDC
c.836G>T
p.R279
RIRGRRQIVEQMEKNQEERSLLAEQ[p.
LEQEKEQML,EERSLLAEQL
LUAD


19

L
R279L]LEQEKEQMLEYMEQLQEEDLK







DMERR




CCDC
c.626G>T
p.R209I
AQNDLVFEAVQDKGNMEQAILEMKK[p.
IFEARQGEF,EMKKIFEAR,AILEMKKIF,LEMKKIFEA,
UCEC


36


R209I]IFEARQGEFIEMKSNLKHLEVL
KIFEARQGEF,QAILEMKKIF






VAQQ




CCDC
c.172C>T
p.R58C
FVVHTVQFLNRFSTVCEEKLADLSL[p.R
KLADLSLCI,ADLSLCIQQI
CESC


53


58C]CIQQIETTLNILDAKLSSIPGLDDVT




CCDC
c.689G>A
p.R230
GQKWEHFITAPKTKKFKIPTMRVTN[p.
PTMRVTNHK,RVTNHKPSR,VTNHKPSRR,RVTNHKPSRR
CRC


60

H
R230H]HKPSRRGSTLSLSRASGGSSPQS







SMI




CCDC
c.1319A>C
p.N440
IEQLEREGNEEEIQRENYQDNISSM[p.N
NISSMTISI,TISIQNTWK,MTISIQNTW,YQDNISSMT,YQDN
CLL


79

T
440T]TISIQNTWKHLHADRIGRGSKAE
ISSMTI,MTISIQNTWK,SMTISIQNTW






DED




CCDC
c.776G>T
p.R259I
NRERKCKLKDQSDKEEGTRDISSPK[p.R
ILRDRQALF,DISSPKILR,RDISSPKIL,KILRDRQAL,
CRC


81


259I]ILRDRQALFPAKVTNVSLLEKFERSE
GTRDISSPKI,KILRDRQALF



CCDC
c.2031_2032
p.K677f
ITCEKIEALEQENSELERENRKLKK[p.K6
RENRKLKKNI
STAD


88A
insA
s
77fs]NIG*




CCDC
c.5553_5554
p.P1851
QKLGAPEALGGRETGSHTLQSPAPP[p.
LQSPAPPQL,TLQSPAPPQL
CRC


88C
insC
fs
P1851fs]QLP*




CCKA
c.811C>A
p.L271
QKKSAKERKPSTTSSGKYEDSDGCY[p.L
YMQKTRPPR,MQKTRPPRK,YEDSDGCYM,YMQKTRPPRK,
LUAD


R

M
271M]MQKTRPPRKLELRQLSTGSSSRA
MQKTRPPRKL,CYMQKTRPPR






NRI




CCKBR
c.706G>A
p.V236
SARVRQTWSVLLLLLLFFIPGVVMA[p.V
FIPGVVMAM,VVMAMAYGL,VMAMAYGLI,AMAYGLISR,
CRC




M
236M]MAYGLISRELYLGLRFDGDSDSD
MAMAYGLIS,FIPGVVMAMA,VVMAMAYGLI,MAMAYGLI






SQS
SR,FFIPGVVMAM,MAYGLISREL,IPGVVMAMAY



CCNB
c.2794G>A
p.A932
ETLLKKPLALKMSTINEAVLFEDMI[p.A9
VLFEDMITL
CLL


3

T
32T]TLNEKPTTGKELSFKEPLALQESPTY




CCR5
c.554G>T
p.S185I
SLPGIIFTRSQKEGLHYTCSSHFPY[p.S18
SSHFPYIQY,HFPYIQYQF,IQYQFWKNF,FPYIQYQFW,
KIRC





5I]IQYQFWKNFQTLKIVILGLVLPLLVM
CSSHFPYIQY,YTCSSHFPYI,SHFPYIQYQF,HFPYIQYQFW,







YIQYQFWKNF



CCZ1
c.642G>C
p.E214
IFGGISFFPLDKMTYLKIQSFINRM[p.E2
FINRMDESL,RMDESLNIV,DESLNIVKY,RMDESLNIVK,
KIRC




D
14D]DESLNIVKYTAFLYNDQLIWSGLE
SFINRMDESL,MDESLNIVKY






QD




CD101
c.1781G>A
p.R594
SDLKVPLTVTWQFQPASSHIFHQLI[p.R
HIFHQLIQI,IQITHNGTI,SHIFHQLIQI
CRC




Q
594Q]QITHNGTIEWGNFLSRFQKKTKV







SQS




CD101
c.847G>T
p.D283
PDETWMFITKKQTDQTTLRIQPAVK[p.
RIQPAVKYF,KYFQVNITA,AVKYFQVNI,LRIQPAVKY,QPAV
CRC




Y
D283Y]YFQVNITADSLFAEGKPLELVCL
KYFQV,IQPAVKYFQV,TLRIQPAVKY,LRIQPAVKYF,VKYFQ






VVS
VNITA



CD109
c.1409T>A
p.L470
AYFLGSKSSMAVHSLFKSPSKTYIQ[p.L4
KTYIQQKTR,PSKTYIQQK,QQKTRDENIK,IQQKTRDENI
CLL




Q
70Q]QKTRDENIKVGSPFELVVSGNKRL







KE




CD163
c.2161G>A
p.V721
SDMELRLVGGSSRCAGKVEVNVQGA[p.
VEVNVQGAM,MGILCANGW,EVNVQGAMGI,KVEVNVQ
GBM


LI

M
V721M]MGILCANGWGMNIAEVVCR
GAM,VQGAMGILCA,AMGILCANGW






QLECGSA




CD180
c.683A>C
p.N228
SLNFNGNNVKGIELGAFDSTIFQSL[p.N
LTFGGTPNL,STIFQSLTF,SLTFGGTPNL,FQSLTFGGTP
CRC




T
228T]TFGGTPNLSVIFNGLQNSTTQSL







WLG




CD1B
c.122G>T
p.W41L
GNSEHAFQGPTSFHVIQTSSFTNST[p.
FTNSTLAQT,SSFTNSTLA,TSSFTNSTL,LAQTQGSGW,QTSS
LUAD





W41L]LAQTQGSGWLDDLQIHGWDSD
FTNSTL,TSSFTNSTLA,TLAQTQGSGW






SGTAI




CD1C
c.265C>T
p.R89C
TIIFLHNWSKGNFSNEELSDLELLF[p.R8
LSDLELLFC,ELLFCFYLF,LFCFYLFGL,CFYLFGLTR,
SKCM





9C]CFYLFGLTREIQDHASQDYSKYPFEV
SDLELLFCF,LELLFCFYL,LSDLELLFCF,LLFCFYLFGL,







SDLELLFCFY,FCFYLFGLTR,LELLFCFYLF



CD1D
c.74de|T
p.L25fs
MGCLLFLLLWALLQAWGSAEVPQRL[p.
RLSPSAASR,ASRSRPSPI,RSRPSPIAA,AGRAPTAWR,VPQR
GBM





L25fs]SPSAASRSRPSPIAAGRAPTAWR
LSPSA,SPIAAGRAP,AAGRAPTAW,AASRSRPSPI,ASRSRPS






GWGSCRRTAGATTRTPSAL*
PIA,RSRPSPIAAG,AWRGWGSCRR,TAWRGWGSCR,EVPQ







RLSPSA,VPQRLSPSAA,RPSPIAAGRA,SPIAAGRAPT,AEVP







QRLSPS,IAAGRAPTAW



CD1E
c.253T>G
p.F85V
GDLQTHGWDTVLGTIRFLKPWSHGN[p.
KPWSHGNVS,FLKPWSHGNV,KPWSHGNVSK,HGNVSKQE
STAD





F85V]VSKQELKNLQSLFQLYFHSFIQI
LK






VQA




CD209
c.847G>A
p.A283
WEWTFFQGNCYFMSNSQRNWHDSIT
DSITTCKEV
GBM




T
[p.A283T]TCKEVGAQLVVIKSAEEQNF







LQLQSS




CD4
c.492de|G
p.Q164
TLESPPGSSPSVQCRSPRGKNIQGG[p.
CLSWSSRIV,RIVAPGHAL,RTRRRWSSK,RGKNIQGGR,SSRI
STAD




fs
Q164fs]RPSPCLSWSSRIVAPGHALSCR
VAPGH,HALSCRTRR,LSWSSRIVA,SSRIVAPGHA,HALSCRT






TRRRWSSK*
RRR,IQGGRPSPCL,GGRPSPCLSW,SRIVAPGHAL,SPCLSW







SSRI



CD55
c.466G>A
p.E156
PGYRREPSLSPKLTCLQNLKWSTAV[p.E
NLKWSTAVK,STAVKFCKK,WSTAVKFCK,TAVKFCKKK,LK
UCEC




K
156K]KFCKKKSCPNPGEIRNGQIDVPG
WSTAVKF,KWSTAVKFCK,WSTAVKFCKK,STAVKFCKKK,NL






GIL
KWSTAVKF



CD7
c.521de|C
p.P174f
ASALPAPPTGSALPDPQTASALPDP[p.P
ALPDPQQPL,DPQQPLPSL,QPLPSLRPW,SALPDPQQPL,Q
KIRC




s
174fs]QQPLPSLRPWR*
QPLPSLRPW



CD79
c.589T>C
p.Y197
LFIIVPIFLLLDKDDSKAGMEEDHT[p.Y1
EEDHTHEGL,MEEDHTHEGL,HEGLDIDQTA
DLBCL


B

H
97H]HEGLDIDQTATYEDIVTLRTGEVK







WS




CD79
c.589T>G
p.Y197
LFIIVPIFLLLDKDDSKAGMEEDHT[p.Y1
MEEDHTDEGL
DLBCL


B

D
97D]DEGLDIDQTATYEDIVTLRTGEVK







WS




CD93
c.838de|G
p.D280
PLCVSPKYGCNFNNGGCHQDCFEGG[p.
GMAPSSAAA,HQDCFEGGM,FEGGMAPSS,FEGGMAPSSA
STAD




fs
D280fs]MAPSSAAADQDSGCWMTW*




CDAN
c.1936_1937
p.L646f
GERKQFAVVLLSLRLLAKFLGFVAF[p.L6
FLGFVAFPA,FVAFPAIPG,LGFVAFPAI,FLGFVAFPAI,
KIRC


1
insC
s
46fs]PAIPGA*
FVAFPAIPGA,KFLGFVAFPA



CDC1
c.369de|C
p.N123
AYAVIYLKKTPEEAYRALLSGSNPP[p.N1
NMDFLTLRH,LLSGSNPPI,GMLPLEIAL,MLPLEIALT,LTI
STAD


4A

fs
23fs]IFHSGMLPLEIALTISPFSTVCRE
SPFSTV,HLMWMNMNI,NIMSELKMV,IMSELKMVT,STVCRES






SERDYNMDFLTLRHLMWMNMNIMSELK
ER,NMNIMSELK,IFHSGMLPL,DYNMDFLTL,KMVTSTGLF,






MVTSTGLFQENF*
YNMDFLTLR,EIALTISPF,MNMNIMSEL,PPIFFISGML,LPLEI







ALTI,LMWMNMNIM,LSGSNPPIF,LEIALTISP,RESERDYN







M,SERDYNMDF,MDFLTLRHL,LRHLMWMNM,MNIMSEL







KM,SELKMVTST,LKMVTSTGL,RDYNMDFLT,ALLSGSNPPI,







MLPLEIALTI,ALTISPFSTV,NMDFLTLRHL,FLTLRHLMWM,







HLMWMNMNIM,WMNMNIMSEL,TISPFSTVCR,MNMNI







MSELK,DFLTLRHLMW,RHLMWMNMNI,TLRHLMWMN







M,FSTVCRESER,DYNMDFLTLR,EIALTISPFS,NPPIFHSGML,







ELKMVTSTGL,LLSGSNPPIF,LEIALTISPF,LKMVTSTGLF,







FHSGMLPLEI,SGMLPLEIAL,SERDYNMDFL,RDYNMDFLTL,







YNMDFLTLRH,MDFLTLRHLM,NMNIMSELKM,TSTGLFQEN







F,LPLEIALTIS



CDC1
c.1123C>T
p.R375
GSVIGPQQQFLVMKQTNLWLEGDYF[p.
LEGDYFCQKL
CRC


4B

C
R375C]CQKLKGQENGQHRAAFSKLLS







GVDDI




CDC2
c.965de|A
p.K322
ENLNRPRLKQVEKFKDNTIPDKVKK[p.K
KVKKSIFLA,IPDKVKKSI,AKESSGRAY,KESSGRAYV,FLAKES
STAD


5C

fs
322fs]SIFLAKESSGRAYV*
SGRA,KVKKSIFLAK,LAKESSGRAY,IFLAKESSGR,







IPDKVKKSIF



CDC2
c.1379de|T
p.L460
ITKLDSSIISEGKISTITPAIQAFN[p.L
QIQAFNHKK,AFNHKKQQQK
UCS


7

fs
460fs]HKKQQQKV*




CDC2
c.1665T>G
p.D555
EVRRIENYRVEGMEIYSTTLWHLQK[p.
TLWHLQKEV,LQKEVALSV,EVALSVLSK,WHLQKEVAL,QKE
CRC


7

E
D555E]EVALSVLSKDLTDMDKNSPEA
VALSVL,KEVALSVLS,HLQKEVALSV,LQKEVALSVL,TTLWHL






WCAAG
QKEV,KEVALSVLSK



CDC2
c.1712A>T
p.N571
STTLWHLQKDVALSVLSKDLTDMDK[p.
MDKISPEAW,KISPEAWCAA
TGCT


7

I
N571I]ISPEAWCAAGNCFSLQREHDIAI







KFF




CDC2
c.271de|A
p.I91
CTTPQCKYLLAKCCVDLSKLAEGEQ[p.I9
AMMILLLSL,MMILLLSLV,LLLSLVIQL,LLSLVIQLA,SL
BLCA


7

fs
1fs]SYLVECLISRKAMMILLLSLVIQLALL
VIQLALL,ALLFHCWDM,CLISRKAMM,LISRKAMMI,LVE






FHCWDMYIARQIGLPKDQNVTKRALV*
CLISRK,IARQIGLPK,LVIQLALLF,LFHCWDMYI,MYIA







RQIGL,ISRKAMMIL,KLAEGEQSY,LLFHCWDMY,YLVEC







LISR,HCWDMYIAR,SRKAMMILL,RKAMMILLL,MILLL







SLVI,LSLVIQLAL,DQNVTKRAL,AEGEQSYLV,GEQSYL







VEC,VECLISRKA,WDMYIARQI,KLAEGEQSYL,CLISRKA







MMI,KAMMILLLSL,AMMILLLSLV,MMILLLSLVI,







ILLLSLVIQL,LLLSLVIQLA,LLSLVIQLAL,







LLFHCWDMYI,YIARQIGLPK,YLVECLISRK,SLVIQLALLF,







IQLALLFHCW,ISRKAMMILL,ALLFHCWDMY,SKLAEGEQSY,







GEQSYLVECL,VECLISRKAM,SRKAMMILLL,LALLFFICWDM



CDC2
c.724C>T
p.P242
LESSNSKYSLNTDSSVSYIDSAVIS[p.P24
VISSDTVPL,AVISSDTVPL,DSAVISSDTV
CESC,TGCT


7

S
2S]SDTVPL6TGTSILSKQVQNKPKTGRS




CDC4
c.2023C>A
p.P675
EQSEHYSKQLENELEGLKQKQISYS[p.P
KQISYSTGV,SYSTGVCSI,KQKQISYST,KQKQISYSTG,KQISY
BRCA


2BPA

T
675T]TGVCSIEHQQEITKLKTDLEKKSIFY
STGVC,ISYSTGVCSI



CDCA
c.1215de|C
p.P405
GPCLRNRYGEDVRSALLDPDWVCPP[p.
AIAATVGSV,FIWPSFMVM,MVMTMLRNI,TMLRNIWRA,
CRC


7L

fs
P405fs]VVGSAIAATVGSVTAAVPQESS
ATVGSVTAA,TVGSVTAAV,MTMLRNIWR,SSFIWPSFM,SF






FIWPSFMVMTMLRNIWRAYKRSW*
MVMTMLR,SFIWPSFMV,MLRNIWRAY,LRNIWRAYK,RNI







WRAYKR,CPPVVGSAI,WPSFMVMTM,AAVPQESSF,ESSFI







WPSF,VMTMLRNIW,QESSFIWPS,VPQESSFIW,DPDWVC







PPV,VVGSAIAATV,ATVGSVTAAV,SSFIWPSFMV,FIWPSF







MVMT,FMVMTMLRNI,MTMLRNIWRA,SAIAATVGSV,ML







RNIWRAYK,PSFMVMTMLR,SFIWPSFMVM,IWPSFMVM







TM,MVMTMLRNIW,TMLRNIWRAY,VMTMLRNIWR,WV







CPPVVGSA,ESSFIWPSFM,WPSFMVMTML,TAAVPQESSF,







IAATVGSVTA,QESSFIWPSF,DPDWVCPPVV,CPPVVGSAIA



CDH1
c.727G>A
p.E243
EPLDRERIATYTLFSHAVSSNGNAV[p.E
VSSNGNAVK,AVSSNGNAVK,AVKDPMEILI
BRCA




K
243K]KDPMEILITVTDQNDNKPEFTQE







VFK




CDH1
c.760G>T
p.D254
TLFSHAVSSNGNAVEDPMEILITVT[p.D
TVTYQNDNK,MEILIVTY,YQNDNKPEF,ITVTYQNDNK,TY
STAD




Y
254Y]YQNDNKPEFTQEVFKGSVMEGA
QNDNKPEF






LPGT




CDH1
c.1045G>A
p.E349
DTQEGIITVKKPLDYESRRLYTLKV[p.E3
RLYTLKVKA,KVKAENTHV,LKVKAENTH,LKVKAENTHV
CRC


0

K
49K]KAENTHVDPRFYYLGPFKDTTIVKI







S




CDH1
c.1414C>T
p.R472
LDRELSQWHNLTVIAAEINNPKETT[p.R
TTCVAVFVR,ETTCVAVFV,KETTCVAVF,ETTCVAVFVR,TTC
LUAD


0

C
472C]CVAVFVRILDVNDNAPQFAVFYD
VAVFVRI,NPKETTCVAV,KETTCVAVFV






TFV




CDH1
c.1731C>G
p.S577
NGFNRHEISTYLLPVVISDNDYPIQ[p.S5
YPIQRSTGT,IQRSTGTLT,QRSTGTLTI,IQRSTGTLTI,
LUAD


0

R
77R]RSTGTLTIRVCACDSQGNMQSCS
YPIQRSTGTL






AEA




CDH1
c.382C>A
p.R128
IIDEKTGDIHATRRIDREEKAFYTL[p.R12
TLSAQAINR,FYTLSAQAI,EKAFYTLSA,KAFVTLSAQ,YTLSA
LUAD


0

S
8S]SAQAINRRTLRPVEPESEFVIKIHDI
QAINR,AFYTLSAQAI,KAFYTLSAQA,TLSAQAINRR,SAQAIN







RRTL,EEKAFYTLSA,REEKAFYTLS



CDH1
c.1070A>C
p.K357
KKPVDFETKRAYSLKVEAANVHIDP[p.K
TFISNGPFK,NVHIDPTFI,ANVHIDPTF,PTFISNGPF,PTFISN
STAD


1

T
357T]TFISNGPFKDTVTVKISVEDADEP
GPFK,EAANVHIDPT,AANVHIDPTF,DPTFISNGPF






PM




CDH1
c.2020G>A
p.D674
SKEDIRDNVIHYDDEGGGEEDTQAF[p.
TQAFNIGAL,QAFNIGALR,NIGALRNPK,DTQAFNIGA,EEDT
CRC


2

N
D674N]NIGALRNPKVIEENKIRRDIKPD
QAFNI,TQAFNIGALR,DTQAFNIGAL,GEEDTQAFNI






SLC




CDH1
c.2116C>A
p.P706
PKVIEENKIRRDIKPDSLCLPRQRP[p.P7
LCLPRQRPTM,RQRPTMEDNT
HNSC


2

T
06T]TMEDNTDIRDFIHQRLQENDVDP







TAP




CDH1
c.2161G>T
p.A721
KLTPRHQTSSTLESIDVQEFIKQRL[p.A7
FIKQRLSEA,KQRLSEADL,SEADLDPSV
LUAD


8

S
21S]SEADLDPSVPPYDSLQTYAYEGQR







SE




CDH1
c.583G>A
p.A195
EMSDMGTSVLQVTATDADDPTYGNS[p.
STRVVYSIL,YGNSTRVVY,NSTRVVYSI,STRVVYSILQ
GBM


8

T
A195T]TRVVYSILQGQPYFSVDPKTG







VIRTA




CDH2
c.1639G>T
p.D547
QDPDRYMQQNIRYTKLSDPANWLKI[p.
KIYPVNGQI,DPANWLKIY,YPVNGQITT,YPVNGQITTI,LKIY
CRC




Y
D547Y]YPVNGQITTIAVLDRESPNVKN
PVNGQI






NIYN




CDH2
c.1298C>A
p.P433
IQIISAKDPDVTNNSIRYSIDRSSD[p.P43
SSDHGRFFY,RSSDHGRFF,HGRFFYVDI,RSSDHGRFFY,SSD
LUAD


0

H
3H]HGRFFYVDITTGALMTARPLDREEF
HGRFFYV,IDRSSDHGRF






S




CDH2
c.401C>T
p.A134
IDDTTGDIHAIQRLDREERAQYTLR[p.A
QYTLRVQAL,AQYTLRVQA,AQYTLRVQAL,YTLRVQALDR,R
CRC


0

V
134V]VQALDRRTGRPMEPESEFIIKIQD
AQYTLRVQA,TLRVQALDRR






IN




CDH2
c.1207G>A
p.V403
EGLNSMFEVYLVGNNSHHFIISPTS[p.V
HFIISPTSI,IQGKADIRI,IISPTSIQGK,HHFIISPTSI
STAD


3

I
403I]IQGKADIRIRVAIPLDYETVDRYDF







D




CDH2
c.3395T>A
p.F113
ASVPEDIPEGHSILQLKATDADEGE[p.F
ATDADEGEY,EYGRVWYRI,YGRVWYRIL,DEGEYGRVW,EY
KIRC


3

2Y
1132Y]YGRVWYRILHGNHGNNFRIHV
GRVWYRIL,KATDADEGEY,EGEYGRVWYR,GEYGRVWYRI,






SNGLL
DEGEYGRVWY



CDH2
c.531C>A
p.F177
FIVNATDPDLGAGGSVLYSFQPPSQ[p.F
FQPPSQLFA,SFQPPSQLF,QLFAIDSAR,YSFQPPSQL,SQLFA
CRC


3

L
177L]LFAIDSARGIVTVIRELDYETTQAY
IDSA,QPPSQLFAI,FQPPSQLFAI,LYSFQPPSQL,YSFQPPSQL






Q
F,SFQPPSQLFA,SQLFAIDSAR



CDH6
c.709C>A
p.Q237
SETGIIKTALLNMDRENREQYQVVI[p.Q
KAKDMGGQM,REQYQWIKA,YQVVIKAKDM,IKAKDMGG
LUAD




K
237K]KAKDMGGQMGGLSGTTTVNITL
QM






TDVN




CDH7
c.673C>A
p.Q225
PYFSVEPKTGVIKTALPNMDREAKD[p.
KYLLVIQAK,EAKDKYLLV,REAKDKYLL,AKDKYLLVI,NMDRE
HNSC




K
Q225K]KYLLVIQAKDMVGQNGGLSGT
AKDKY,EAKDKYLLVI,REAKDKYLLV






TSVTV




CDH9
c.1569C>A
p.F523
ENAKPGQLIQTVSVMDKDDPPRGHK[p.
LFFEPVPEF,KLFFEPVPEF,RGHKLFFEPV
CRC




L
F523L]LFFEPVPEFTLNPNFTIVDNKDN







TAG




CDHR
c.652A>G
p.R218
QAGATLDYERSRTHYITVVAKDGGG[p.
GLHGADVVF,GGLHGADVVF
MM


1

G
R218G]GLHGADVVFSATTTVTVNVED







VQDMA




CDK1
c.237_239
p.E79
SPYRREDSMEDRGEEDDSLAIKPPQ[p.E
SLAIKPPQM,AIKPPQMSR,AIKPPQMSRK,LAIKPPQMSR
HNSC


1B
de|AGA
de|
79de|]MSRKEKVHHRKDEKRKEKCRHH







SHSAEG




CDK1
c.2638C>A
p.R880
DFGLARLYSSEESRPYTNKVITLWY[p.R8
TLWYSPPEL,LWYSPPELL,WYSPPELLL,ITLWYSPPEL,TLWY
LUAD


3

S
50S]SPPELLLGEERRTPAIDVWSCGCIL
SPPELL,LWYSPPELLL






G




CDK1
c.322C>T
p.R108
GSDGESDQASATSSDEVQSPVRVRM[p.
RMCNHPPRK,RVRMCNHPP,RVRMCNHPPR,RMCNHPPR
CRC


6

C
R108C]CNHPPRKISTEDINKRLSLPADI
KI






RLP




CDK5
c.4776C>G
p.H159
LDEEHRRLREASGEGWKGQDPFRDL[p.
RDLQSLLMEI,LQSLLMEIQA,DPFRDLQSLL
KIRC


RAP2

2Q
H1592Q]QSLLMEIQALRLQLERSIETSS







TLQS




CDKAL
c.1226_1227
p.P409
YKFPSLFINQFYPRPGTPAAKMEQV[p.P
KMEQVLAQV,AAKMEQVLA,AKMEQVLAQ,MEQVLAQVK,
TGCT


1
CA>TG
L
409L]LAQVKKQRTKDLSRVFHSYSPYD
KMEQVLAQVK,LAQVKKQRTK,QVLAQVKKQR,TPAAKME






HKIG
QVL,AKMEQVLAQV



CDKN
c.247C>T
p.H83Y
RVAELLLLHGAEPNCADPATLTRPV[p.H
VYDAAREGF,LTRPVYDAA,TLTRPVYDAA,LTRPVYDAAR,D
HNSC


2A


83Y]YDAAREGFLDTLVVLHRAGARLDV
PATLTRPVY






RD




CDKN
c.322G>T
p.D108
HDAAREGFLDTLVVLHRAGARLDVR[p.
RYAWGRLPV,GARLDVRYA,AGARLDVRY,ARLDVRYAW,R
LUSC


2A

Y
D108Y]YAWGRLPVDLAEELGHRDVAR
AGARLDVRY,RLDVRYAWGR,GARLDVRYAW,VRYAWGRL






YLRAA
PV,YAWGRLPVDL



CDR1
c.92T>C
p.V31A
DVDFLEDVPLLEDIPLLEDVPLLED[p.V3
PLLEDAPLL,VPLLEDAPL,APLLEDTSRL,LEDVPLLEDA,VPLL
KIRP





1A]APLLEDTSRLEDINLMEDMALLEDV
EDAPLL






D




CDYL
c.179C>G
p.A60G
VSAPDGPSDPSISVSSEQSGAQQPP[p.
AQQPPGLQV,AQQPPGLQVE
TGCT





A60G]GLQVERIVDKRKNKKGKTEYLVR







WKG




CEAC
c.1918C>A
p.L640
CHSASNPSPQYSWRINGIPQQHTQV[p.
HTQVIFIAK,IPQQHTQVI,PQQHTQVIF,QQHTQVIFI,TQVIF
CRC


AM5

I
L640I]IFIAKITPNNNGTYACFVSNLATG
IAKI,HTQVIFIAKI,IPQQHTQVIF,QQHTQVIFIA






RN




CELF4
c.925G>C
p.A309
YLNPMAAFAAAQMQQMAALNMNGL
APAPMTPTS,LNMNGLAPA,MNGLAPAPM,ALNMNGLAP
LUAD




P
A[p.A309P]PAPMTPTSGGSTPPGITAP
A,GLAPAPMTPT,NMNGLAPAPM






AVPSIPS




CELSR
c.1841de|G
p.G614
AVDADSGENARLHYRLVDTASTFLG[p.
FLGAAALGL,STFLGAAAL,STTASGWRR,GLRILPPPL,PSRST
STAD


1

fs
G614fs]AAALGLRILPPPLTSPSRSTTAP
TAPV,TARRWSTTA,SGWRRWTTA,GWRRWTTAR,CVPSW






VGSQCVPSWTARRWSTTASGWRRWT
TARR,DTASTFLGA,TASTFLGAA,GAAALGLRI,AAALGLRIL,






TARPP*
VGSQCVPSW,SQCVPSWTA,RRWSTTASG,RWSTTASGW,







RRWTTARPP,VPSWTARRW,ILPPPLTSPS,TFLGAAALGL,R







WSTTASGWR,ASGWRRWTTA,SGWRRWTTAR,SQCVPS







WTAR,DTASTFLGAA,TASTFLGAAA,TTAPVGSQCV,WTAR







RWSTTA,SPSRSTTAPV,ASTFLGAAAL,GAAALGLRIL,RRWS







TTASGW



CELSR
c.34_35ins
p.16_17
MRSPATGVPLPTPPPP[p.16_17insP]P
LPTPPPPPL,TPPPPPLLL,LPTPPPPPLL,TPPPPPLLLL
ACC


2
CGC
insP
LLLLLLLLLPPPLLGDQVGPCRSLGSR




CELSR
c.50T>C
p.L17P
MRSPATGVPLPTPPPP[p.L17P]PLLLLL
LPTPPPPPL,TPPPPPLLL,LPTPPPPPLL,TPPPPPLLLL
TGCT


2


LLLPPPLLGDQVGPCRSLGS




CEP15
c.61G>A
p.E21K
MSLDFGSVALPVQNEDEEYD[p.E21K]
KEDYEREKEL
CRC


2


KEDYEREKELQQLLTDLPHDMLDDDL




CEP19
c.6173C>T
p.S205
TEVYDLPQRPNDVQLFYGSMCKIIL[p.S
SMCKIILLV,ILLVIGEFR,IILLVIGEF,GSMCKIILLV,
BLCA


2

8L
2058L]LVIGEFRDCISSREFLQPSSKASLE
SMCKIILLVI,IILLVIGEFR,KIILLVIGEF






S




CEP44
c.758C>T
p.S253
VNVNPEITALQTMLAECQENLKKLT[p.S
QENLKKLTL,TLIEKRLDCL,NLKKLTLIEK,CQENLKKLTL,
UCEC




L
253L]LIEKRLDCLEQKMKGKVMVDENT
KKLTLIEKRL,QENLKKLTLI






WTN




CERCA
c.254_260d
p.A85
RARMALWCATDHNVDNTTEMLQEWL
MLQEWLGAM,WLGAMTMLL,TMLLWSGGL,LLWSGGLR
KIRC


M
e|CGGCTGT
fs
[p.A85fs]GAMTMLLWSGGLRASPGST
A,MLLWSGGLR,RVPSTGPKK,RASPGSTQM,STQMKRVPS,






QMKRVPSTGPKKGTSF*
MTMLLWSGG,TQMKRVPST,LQEWLGAMT,QEWLGAMT







M,LGAMTMLLW,MLQEWLGAMT,MTMLLWSGGL,MLL







WSGGLRA,TMLLWSGGLR,RASPGSTQMK,EWLGAMTML







L,WLGAMTMLLW,MKRVPSTGPK,EMLQEWLGAM,LQEW







LGAMTM,QEWLGAMTML,LRASPGSTQM,TQMKRVPSTG,







EMLQEWLGA



CERS3
c.285G>T
p.E95D
FVASPLAKSFGIKETVRKVTPNTVL[p.E9
NTVLDNFFK,TVLDNFFKH,DNFFKHSTR,TPNTVLDNF,VTP
CRC





5D]DNFFKHSTRQPLQTDIYGLAKKCNL
NTVLDNF,TPNTVLDNFF






T




CETN3
c.189de|A
p.K63
TDKDEAIDYHELKVAMRALGFDVKK[p.
GFDVKKLMY,LGFDVKKLM,LGFDVKKLMY,RALGFDVKKL
STAD




fs
K63fs]LMY*




CFB
c.940_941C
p.R314
INVSVAIITFASEPKVLMSVLNDNS[p.R3
VLNDNSMDM,NSMDMTEVI,MSVLNDNSM,LMSVLNDNS
SKCM



G>AT
M
14M]MDMTEVISSLENANYKDHENGT
M,VLNDNSMDMT,MDMTEVISSL






GTNTY




CFDP1
c.386_387i
p.P129
ARKKKEDELWASFLNDVGPKSKVPP[p.
GPKSKVPPK,KSKVPPKYT,KSKVPPKYTS
LUAD



nsC
fs
P129fs]KYTS*




CFHR5
c.1322G>A
p.R441
LCKENYLLPEAKEIVCKDGRWQSLP[p.R
SLPHCVEST,RWQSLPHCV,LPHCVESTA,SLPHCVESTA,LPH
CESC




H
441H]HCVESTAYCGPPPSINNGDTTSF
CVESTAY,GRWQSLPHCV,WQSLPHCVES






PLS




CFI
c.111de|A
p.K37
CFHLRFCKVTYTSQEDLVEKKCLAK[p.K
RMALQCVQL,TVNKRVWNV,AQRMALQCV,NILTSPAIK,A
STAD




fs
37fs]NILTSPAIKSSASHGRDALRAPVFV
SHGRDALR,RAPVFVNYR,RISAQRMAL,LRAPVFVNY,VNYR






NYRISAQRMALQCVQLTGEASQHTVN
ISAQR,DALRAPVFV,SPAIKSSAS,SASFIGRDAL,APVFVNYRI,






KRVWNVFIQGQSF*
NVFIQGQSF,KKCLAKNIL,AKNILTSPA,KNILTSPAI,RDALR







APVF,YRISAQRMA,SQHTVNKRV,VNKRVWNVF,RMALQC







VQLT,ALRAPVFVNY,FVNYRISAQR,RAPVFVNYRI,TVNKRV







WNVF,LAKNILTSPA,KNILTSPAIK,AIKSSASHGR,KSSASHG







RDA,HGRDALRAPV,SASHGRDALR,EASQHTVNKR,LTSPAI







KSSA,LTGEASQHTV,HTVNKRVWNV,SPAIKSSASH,SSASH







GRDAL,AKNILTSPAI,GRDALRAPVF,VNYRISAQRM,YRISA







QRMAL,QRMALQCVQL,VQLTGEASQH,SQHTVNKRVW,







WNVFIQGQSF,VEKKCLAKNI



CGB8
c.52A>G
p.T18A
MEMFQGLLLLLLLSMGG[p.T18A]AW
AWASREMLR,GGAWASREM,GAWASREML,GAWASREM
BLCA





ASREMLRPRCRPINATLAVEKEGC
LR,MGGAWASREM



CHCH
c.236C>T
p.T79M
PCLGGMASGPCGEQFKSAFSCFHYS[p.
AFSCFHYSM,SAFSCFHYSM,CFHYSMEEIK,MEEIKGSDCV
HNSC


D4


T79M]MEEIKGSDCVDQFRAMQECM







QKYPDL




CHD3
c.1789de|C
p.P597
WRWGEPPVAVPAPQQADGNPDVPPP
NPDVPPPVL,KADQSESSL,VPPPVLFKA,DVPPPVLFKA,FKA
STAD




fs
[p.P597fs]VLFKADQSESSLSSG*
DQSESSL,NPDVPPPVLF



CHD4
c.2924G>A
p.R975
LGPHMLRRLKADVFKNMPSKTELIV[p.
HVELSPMQK,IVHVELSPM,TELIVHVEL,HVELSPMQKK,LIV
CRC,




H
R975H]HVELSPMQKKYYKYILTRNFEAL
HVELSPM,MPSKTELIVH,ELIVHVELS
UCEC





NAR




CHD5
c.2401G>A
p.A801
YVVTYTGDKESRSVIRENEFSFEDN[p.A
FSFEDNTIR,NTIRSGKKV,TIRSGKKVFR,EFSFEDNTIR,NTIR
CRC




T
801T]TIRSGKKVFRMKKEVQIKFHVLLT
SGKKVF,NEFSFEDNTI






SY




CHDH
c.119A>C
p.E40A
ARGALGQQQSLGARALASAGSESRD[p.
AGSESRDAY,SESRDAYSY,ESRDAYSYV,RDAYSYVVV,GSES
ACC





E40A]AYSYVVVGAGSAGCVLAGRLTED
RDAYSY,ESRDAYSYVV,DAYSYVVVGA,SAGSESRDAY,SESR






PAE
DAYSYV



CHEK2
c.1116_1117
p.K373
LKPENVLLSSQEEDCLIKITDFGHS[p.K3
ITDFGHSEI,EILGETSLM,SEILGETSL,TDFGHSEIL,
GBM



CA>TG
E
73E]EILGETSLMRTLCGTPTYLAPEVLVS
KITDFGHSEI,EILGETSLMR,SEILGETSLM






V




CHEK2
c.1117A>G
p.K373
LKPENVLLSSQEEDCLIKITDFGHS[p.K3
ITDFGHSEI,EILGETSLM,SEILGETSL,TDFGHSEIL,
KIRC,PRAD,




E
73E]EILGETSLMRTLCGTPTYLAPEVLVS
KITDFGHSEI,EILGETSLMR,SEILGETSLM
UCS


CHIT1
c.851_852i
p.P284
LILGMPTYGRSFTLASSSDTRVGAP[p.P
RVWHSRPLH,RVGAPSHRV,HSRPLHQGR,PSHRVWHSR,H
KIRC



nsC
fs
284fs]SHRVWHSRPLHQGRRDAGLL*
RVWHSRPL,VGAPSHRVW,HQGRRDAGL,RVWHSRPLHQ,







HSRPLHQGRR,DTRVGAPSHR,RPLHQGRRDA,SHRVWHS







RPL,RVGAPSHRVW,HQGRRDAGLL



CHN1
c.792G>C
p.K264
CGLNVHKQCSKMVPNDCKPDLKHVK[p.
DLKHVKNW,VKNVYSCDL,NVYSCDLTTL,HVKNVYSCDL
LUAD




N
K264N]NVYSCDLTTLVKAHTTKRPM







VVDMCI




CHN2
c.129C>G
p.I43M
AEEYQPPIWKSYLYQLQQEAPRPKR[p.I
RPKRMICPR,APRPKRMIC,QEAPRPKRM,KRMICPREV,RM
LUSC





43M]MICPREVENRPKYYGREFHGIISR
ICPREVE,MICPREVENR,QQEAPRPKRM






EQ




CHRN
c.67_69de|
p.L23de|
MGSGPLSLPLALSPPRLLLLLL[p.L23
RLLLLLLSL,RLLLLLLSLL
BLCA


A3
CTG

de|]SLLPVARASEAEHRLFERLFEDY







NEIIR




CHRN
c.1188C>G
p.S396
LIESMHKMASAPRFWPEPEGEPPAT[p.
ATRGTQSLH,PPATRGTQSL
LUAD


A4

R
S396R]RGTQSLHPPSPSFCVPLDVPAEP







GPS




CHRN
c.1082C>A
p.P361
WARVVILKYMSRVLFVYDVGESCLS[p.P
ESCLSQHHSR,CLSQHHSRER,SQHHSRERDH,GESCLSQHH
LUAD


A9

Q
361Q]QHHSRERDHLTKVYSKLPESNLK
S






AAR




CIC
c.1521de|C
p.R507
PEGNKGFGRKVFSPVIRSSFTHCRP[p.R
TLSPQGPRI,WTLSPQGPR,SFTHCRPHW,SSFTHCRPH,RPH
STAD




fs
507fs]HWTLSPQGPRILL*
WTLSPQ,SPQGPRILL,FTHCRPHWTL,RSSFTHCRPH,HWTL







SPQGPR,WTLSPQGPRI,SSFTHCRPHW



CIC
c.3341_3342
p.A111
ITAFYSGSPAPTSSAPLAQPSQAPP[p.A
AQPSQAPPK,SQAPPKPGL,HQHNPTCSH,SHHSAQGPA,A
STAD



insC
4fs
1114fs]KPGLHCGHQHNPTCSHHSAQ
QGPASPCH,NPTCSHHSA,LAQPSQAPPK,SQAPPKPGLH,H






GPASPCHCHPSPD*
QHNPTCSHH



CIC
c.3341
p.A111
VITAFYSGSPAPTSSAPLAQPSQAP[p.A
ALSPAPQQV,HLQPPFCPR,LWPPAQPHL,AWSTLWPPA,R
STAD



de|C
4fs
1114fs]QAWSTLWPPAQPHLQPPFCP
ARQPLPLP,LPLPPQPRL,LPPQPRLAL,QPRLALSPA,AQPHL






RARQPLPLPPQPRLALSPAPQQVP*
QPPF,SQAPQAWST,TLWPPAQPH,QPSQAPQAW,APQA







WSTLW,TLWPPAQPHL,SQAPQAWSTL,HLQPPFCPRA,RA







RQPLPLPP,CPRARQPLPL,AQPSQAPQAW,QAWSTLWPP







A,LPLPPQPRLA,LALSPAPQQV



CIITA
c.2182G>A
p.E728
AESELAFPSFLLQCFLGALWLALSG[p.E7
ALWLALSGK,LWLALSGKI,ALWLALSGKI,GALWLALSGK,L
UCEC




K
28K]KIKDKELPQYLALTPRKKRPYDNW
WLALSGKIK,KIKDKELPQY






LE




CILP2
c.1657G>A
p.V553
VTFVDPSGEFMDAVRVLPFDPRGAG[p.
GMYHEVKAM,MYHEVKAMR,RGAGMYHEVK,MYHEVKA
GBM




M
V553M]MYHEVKAMRKKAPVILHTSQ
MRK,GMYHEVKAMR,LPFDPRGAGM,AGMYHEVKAM






SNTIPL




CIRH1
c.749G>T
p.S250
TGTLVKSHLIANADVQSIAVADQED[p.S
AVADQEDIFV,IAVADQEDIF,QEDIFVVGTA
HNSC


A

I
250I]IFVVGTAEGTVFHFQLVPVTSNSS







EK




CIZ1
c.2003T>C
p.V668
SEPQHQQRLGEIQHMSQACLLSLLP[p.
SLLPAPRDV,LLSLLPAPR,CLLSLLPAPR,SLLPAPRDVL,LPAP
CRC




A
V668A]APRDVLETEDEEPPPRRWCNT
RDVLET






CQLYY




CIZ1
c.266T>C
p.L89P
QLLQLQQLLQQSPPQAPLPMAVSRG[p.
LPMAVSRGPP
GBM





L89P]PPPQQPQQPLLNLQGTNSASLL







NGSM




CKAP2
c.2050T>A
p.*684
GRETDAFVCRPNAALCRVYYEADTT[p.
RVYYEADTTK
CLL




K
*684K]KEK*




CKAP5
c.1727G>C
p.G576
AGGPPKKGKPAAPGGAGNTGTKNKK[p.
KNKKALETK,KKALETKEI
TGCT




A
p.G576A]ALETKEIVEPELSIEVCEEKASA







VLP




CLCN2
c.1934_1935
p.645_
ILLGSIERSQVVALLGAQLSPARRR[p.64
QLSPARRRR,SPARRRRQH,RRRRQHMQER,SPARRRRQH
KIRC



insCCG
645R>R
5_645R>RR]RQHMQERRATQTSPLSD
M





R
QEGPPTPEASV




CLCNK
c.371C>A
p.P124
YPVALVSFSSGFSQSITPSSGGSGI[p.P1
SGIQELKTM,QELKTMLAG,QELKTMLAGV
LUAD


A

Q
24Q]QELKTMLAGVILEDYLDIKNFGAK







VV




CLDN
c.628G>A
p.V210
CDERCRRRRKGPSAGPRRSSVSTIQ[p.V
RSSVSTIQM,IQMEWPEPD,MEWPEPDLA,IQMEWPEPDL,
ACC


23

M
210M]MEWPEPDLAPAIKYYSDGQHRP
RRSSVSTIQM,SSVSTIQMEW,MEWPEPDLAP






PPAQ




CLDN
c.514T>G
p.S172
DFYNPLIPTNIKYEFGPAIFIGWAG[p.S1
AIFIGWAGA,FIGWAGAAL,GWAGAALVI,FIGWAGAALV,A
KIRP


7

A
72A]AALVILGGALLSCSCPGNESKAGYR
IFIGWAGAA,IFIGWAGAAL,GWAGAALVIL,IGWAGAALVI






V




CLEC1
c.650G>T
p.W21
MSQPLLMFSFFWLGLSWDSSGRSWF[p.
FLEDGSVPS,DSSGRSWFL,RSWFLEDGSV
LUAD


2B

7L
W217L]LEDGSVPSPSLFSTKELDQIN







GSKGC




CLEC1
c.1268G>A
p.R423
GQPDNHGFGNCVELQASAAFNWNNQ
NQHCKTRNR,AAFNWNNQH,AFNWNNQFICK,NWNNQH
CRC


8A

H
[p.R423H]HCKTRNRYICQFAQEHISRW
CKTR,NQHCKTRNRY






GPGS*




CLEC4
c.626G>A
p.R209
YNESSTFWHPREPSDPNERCVVLNF[p.
VLNFHKSPK,RCVVLNFHK,LNFHKSPKR,VVLNFHKSPK,VLN
PRAD


A

H
R209H]HKSPKRWGWNDVNCLGPQRS
FHKSPKR,LNFHKSPKRW,NERCVVLNFH






VCEMMK




CLEC4
c.536G>T
p.R179
QWVDQTPYNENVTFWHSGEPNNLDE[p.
NLDELCAII,ELCAIINFR,DELCAIINF,GEPNNLDEL
LUSC


C

L
R179L]LCAIINFRSSEEWGWNDIHCH







VPQKS




CLIC6
c.892C>G
p.Q298
EGPAGDSMDAEGPAGRARRVSGEPQ[p.
EPQESGDGSL
ACC




E
p.Q298E]ESGDGSLSPQAEAIEVAAGES







AGRSP




CLIP1
c.3052_3053
p.S101
AAKKHEEEKKELERKLSDLEKKMET[p.S
KMETKPQPV,METKPQPVS,ETKPQPVSGA,KKMETKPQPV
BLCA,KIRP



insA
8fs
1018fs]KPQPVSGAESQV*




CLK4
c.203G>T
p.R68L
CKPHHQFKESDCHYLEARSLNERDY[p.
RSLNERDYL,LDRRYVDEY,RDYLDRRYV,YLDRRYVDEY,SLN
LUAD





R68L]LDRRYVDEYRNDYCEGYVPRHYH
ERDYLDR,NERDYLDRRY






RDI




CLN3
c.616G>A
p.G206
ISWWSSGTGGAGLLGALSYLGLTQA[p.
YLGLTQASL,SLSPQQTLL,ASLSPQQTL,SYLGLTQASL,LSYLG
LUSC




S
G206S]SLSPQQTLLSMLGIPALLLASYFL
LTQAS,ASLSPQQTLL






LL




CLSTN
c.1844C>T
p.T615
LEGEDLGELDKAMQHISYLNSRQFP[p.T
YLNSRQFPM,RQFPMPGIR,QFPMPGIRR,FPMPGIRRL,MP
STAD


1

M
615M]MPGIRRLKITSTIKCFNEATCISVP
GIRRLKI,RQFPMPGIRR,SYLNSRQFPM,NSRQFPMPGI






P




CLSTN
c.2276C>T
p.P759
YSIYGVGSMSRYEQVLHHIRYRNWR[p.
HIRYRNWRL,RYRNWRLAS,RLASLEARR,YRNWRLASL,LAS
HNSC


2

L
P759L]LASLEARRFRIKCSELNGRYTSNE
LEARRF,RYRNWRLASL,HIRYRNWRLA,RLASLEARRF,NWR






FN
LASLEAR,LASLEARRFR,HHIRYRNWRL,RNWRLASLEA



CLUL1
c.1387G>C
p.G463
SELANQAPETEIIFNSIQVVPRIHE[p.G4
RIHERNISK,QVVPRIFIER,VPRIHERNI,RNISKQDETM
KIRC




R
63R]RNISKQDETMMTDLSILPSSNFTLK







I




CMA1
c.242T>A
p.I81K
IRRNFVLTAAHCAGRSITVTLGAHN[p.I
TVTLGAHNK,ITVTLGAHNK,KTEEEDTWQK
CLL





81K]KTEEEDTWQKLEVIKQFRHPKYNT







ST




CMAS
c.329G>A
p.R110
FQSVWVSTDHDEIENVAKQFGAQVH[
HQRSSEVSK,QFGAQVHQR,KQFGAQVHQ,AQVHQRSSEV,
CRC




Q
p.R110Q]QRSSEVSKDSSTSLDAIIEFLN
KQFGAQVHQR






YHNE




CMIP
c.688G>A
p.A230
EIVSKLLSENTNLTTQEHENIIVAI[p.A23
IIVAITPLL,NIIVAITPL,HENIIVAIT,NIIVAITPLL
CLL




T
0T]TPLLENNHPPPDLCEFFCKHCRERPR




CMT
c.77G>C
p.S26T
MEEPQRARSHTVTTTASSFAENFST[p.S
STTSSSFAY,TSSSFAYDR,FSTTSSSFA,AENFSTTSS,
TGCT


M8


26T]TSSSFAYDREFLRTLPGFLIVAEIVL
NFSTTSSSF,FSTTSSSFAY,TTSSSFAYDR,ENFSTTSSSF,







SSFAENFSTT,AENFSTTSSS



CNBD
c.1187T>C
p.L396
RSIIGFVKLRSNKVKRSQKLVYMGK[p.L
KLVYMGKPK,LVYMGKPKEK,MGKPKEKESF
STAD


1

P
396P]PKEKESFGEISVLLQVPFTCTIITKK




CNGA
c.1529A>C
p.K510
AEIALQEATESRLRGLDQQLDDLQT[p.K
TFARLLAEL,QLDDLQTTF,LQTTFARLL,QLDDLQTTFA,TTFA
STAD


4

T
510T]TFARLLAELESSALKIAYRIERLEW
RLLAEL,QQLDDLQTTF,LQTTFARLLA






Q




CNKS
c.746C>T
p.P249
SEGLGMYIKSTYDGLHVITGTTENS[p.P
SLADRCKKI,NSLADRCKK
TGCT


R2

L
249L]LADRCKKIHAGDEVIQVNHQTVV







GWQ




CNOT
c.58G>A
p.E20K
MADKRKLQGEIDRCLKKVS[p.E20K]KG
CLKKVSKGV,KVSKGVEQF,KKVSKGVEQF
PRAD


3


VEQFEDIWQKLHNAANANQKEKYE




CNOT
c.744de|T
p.S248fs
QEILSCNADIVSLQEVETEQYYSFF[p.S2
TEQYYSFFW
STAD


6


48fs]W*




CNRIP
c.304C>T
p.R102
EPDGDRWYTGTYDTEGVTPTKSGE[p.
EWQPIQITM,TKSGEWQPI,GEWQPIQIT,WQPIQITMPF,G
CRC


1

W
R102W]WQPIQITMPFTDIGTFETVWQ
EWQPIQITM






VKFYN




CNTFR
c.754G>T
p.D252
QTPSTWPDPESFPLKFFLRYRPLIL[p.D2
LILYQWQHV,YRPLILYQW,LYQWQHVEL,RYRPLILYQ,LRYR
LUAD




Y
52Y]YQWQHVELSDGTAHTITDAYAGK
PLILY,YQWQHVELS,ILYQWQHVEL,PLILYQWQHV,FLRYR






EYI
PLILY,RYRPLILYQW,YQWQHVELSD



CNTN
c.1136C>T
p.S379
LEIPNVQLDDAGIYECRAENSRGKN[p.S
NSRGKNFFR,FFRGQLQVY,AENSRGKNF,GKNFFRGQL,RG
SKCM


5

F
379F]FFRGQLQVYTYPHWVEKLNDTQ
KNFFRGQL,KNFFRGQLQV,NFFRGQLQVY,ENSRGKNFFR,






LDSG
RAENSRGKNF,AENSRGKNFF



CNTN
c.533C>A
p.T178
IDGTFIISNPSEAKDSGHYQCLATN[p.T1
YQCLATNNV,LATNNVGSI,CLATNNVGSI,HYQCLATNNV,Y
LUSC


5

N
78N]NVGSILSREATLQFAYLGNFSGRTR
QCLATNNVG,LATNNVGSIL






S




CNTN
c.2420G>T
p.R807
NNEGEGSLSTVTIVYSGEDEPQLAP[p.R
QLQPMGTSL,PMGTSLQSF,APMGTSLQSF,GEDEPQLAPM,
LUAD


6

M
807M]MGTSLQSFSASEMEVSWNAIA
PQLAPMGTSL






WNRNT




CNTN
c.3086G>T
p.S102
EPGTWMRYNLQSALRSAAREFSHML[p.
FSHMLIRPV,MLIRPVPGY,REFSHMLIR,AAREFSHMLI,HM
PRAD


AP1

9I
S1029I]IRPVPGYEPGYIPGYDTPGYVP
LIRPVPGY,EFSHMLIRPV,REFSHMLIRP






GYHG




CNTN
c.1185C>A
p.F395
EPYTVPVFFNATSYLEVPGRLNQDL[p.F
RLNQDLLSV,LLSVSFQFR,DLLSVSFQF,NQDLLSVSF,LLSVSF
LUAD


AP2

L
395L]LSVSFQFRTWNPNGLLVFSHFAD
QFRT,DLLSVSFQFR,LNQDLLSVSF,QDLLSVSFQF






NLG




CNTN
c.1307A>C
p.Y436
LFSELQLISGGILLFLSDGKLKSNL[p.Y43
KSNLSQPGK,KLKSNLSQPG,KSNLSQPGKL
KIRC


AP4

S
6S]SQPGKLPSDITAGVELNDGQWHSV







SL




CNTN
c.34A>T
p.I12F
MLLFYLLVVLS[p.I12F]FDSTKASALTNP
VLSFDSTKA,VVLSFDSTK,FYLLVVLSF,FDSTKASAL,LVVLSF
CLL


AP4


NVALFLLADDCDDP
DSTK,LFYLLVVLSF,LSFDSTKASA



CNTRL
c.553C>T
p.P185
SKIEGIENMCNLQKLNLAGNEIEHI[p.P1
HISVWLGKK,SVWLGKKLK,EIEHISVWL,NEIEHISVW,ISVW
CESC




S
85S]SVWLGKKLKSLRVLNLKGNKISSLQ
LGKKL,ISVWLGKKLK,NEIEHISVWL






D




CNTR
c.2759_2760
p.R920
PKTEKPPARKKSGHPAPSSMRSRGG[p.
TLSPLCSLI,SMRSRGGSL,MSPPTLSPL,RSRGGSLEM,SPLCS
STAD


OB
insG
fs
R920fs]SLEMSPPTLSPLCSLIVVILINAH*
LIVV,SLEMSPPTL,LEMSPPTLS,TLSPLCSLIV,SLVVILINA,







EMSPPTLSPL,SSMRSRGGSL,SMRSRGGSLE,RSRGGSLEMS,







SPLCSLIVVI,MRSRGGSLEM,GSLEMSPPTL,LEMSPPTLSP



COBLL
c.2196A>C
p.K732
DPLTVKDPICAHGNDDLLPPVDRID[p.K
IDNNSTASY,RIDNNSTASY,IDNNSTASYL
CRC


1

N
732N]NNSTASYLKNYPLYRQDYNPKPK







PSN




COG5
c.1850A>G
p.H617
TKVVSSQSSFPLAAEQTIISALKAI[p.H61
ALKAIRALM,AIRALMENA,IISALKAIR,SALKAIRAL,
TGCT




R
7R]RALMENAVQPLLTSVGDAIEAIIITM
AIRALMENAV,SALKAIRALM,TIISALKAIR,ISALKAIRAL



COL14
c.3245G>T
p.R108
STVGALNKIGTDGTQVAMVQFTDDP[p.
FTDDPITEF,ITEFKLNAY,MVQFTDDPI,VQFTDDPIT,FTDDP
CRC


A1

2I
R1082I]ITEFKLNAYKTKETLLDAIKHISY
ITEFK,AMVQFTDDPI,ITEFKLNAYK,QFTDDPITEF






KG




COL15
c.2123A>G
p.K708
ARGPNGSVGEKGDPGNRGLPGPPGK[p.
RGQAGPPGVM
TGCT


A1

R
K708R]RGQAGPPGVMGPPGPPGPP







GPPGPGC




COL18
c.2652de|C
p.G884
DRGSRGEKGDPGKDGVGQPGLPGPP[p.
DLWSTCRSR
KIRP


A1

fs
G884fs]DPRDLWSTCRSRTDPS*




COL19
c.1613C>A
p.P538
GPPGLIGSPGLKGQQGSAGSMGPRG[p.
GPRGQPGDV
LUAD


A1

Q
P538Q]QPGDVGLPGEHGIPGKQGIKG







EKGDP




COL4
c.16480A
p.L550
GPAGAPGLVGPLGPSGPKGKKGEPI[p.
KGKKGEPII,KKGEPIISTI,EPIISTIQGM
CRC


A6

I
L550I]ISTIQGMPGDRGDSGSQGFRGV







IGEP




COL5
c.1546G>T
p.G516
QGPIGPPGEEGKRGPRGDPGTVGPP[p.
GTVGPPWPV,DPGTVGPPW
LUAD


A2

W
G516W]WPVGERGAPGNRGFPGSDGL







PGPKGA




COL5
c.1834G>T
p.G612
LGPLGAPGEDGRPGPPGSIGIRGQP[p.
WSMGLPGPK,SIGIRGQPW,RGQPWSMGL,QPWSMGLPG,
LUAD


A2

W
G612W]WSMGLPGPKGSSGDPGKPGE
GSIGIRGQPW,IGIRGQPWSM






AGNAGV




COL6
c.7133C>A
p.A237
GQKGDPGYPGPAGPKGNRGDSIDQC
DSIDQCDLI
TGCT


A3

8D
[p.A2378D]DLIQSIKDKCPCCYGPLECPV







FPTEL




C0L6
c.8374G>A
p.D279
YFFVVLGIGRKVNIKEVYTFASEPN[p.D2
NVFFKLVDK,FASEPNNVF,ASEPNNVFF,EPNNVFFKL,YTFA
CRC


A3

2N
792N]NVFFKLVDKSTELNEEPLMRFGR
SEPNNV,ASEPNNVFFK,TFASEPNNVF,FASEPNNVFF,EPN






LLP
NVFFKLV,SEPNNVFFKL



COL6
c.6671C>T
p.T222
QEDFLGGNGFIGQELNSGRESPFVK[p.
KMEDNGSDY,MEDNGSDYL,KMEDNGSDYL,SGRESPFVK
GBM


A5

4M
T2224M]MEDNGSDYLVYLPSQMFEP
M,VKMEDNGSDY,MEDNGSDYLV






QKLMINY




COL9
c.632C>A
p.P211
GVERSSATLFVDCNRIESLPIKPRG[p.P2
QIDIDGFAV,GQIDIDGFA,LPIKPRGQI,GQIDIDGFAV
LUAD


A1

Q
11Q]QIDIDGFAVLGKLADNPQVSVPFE







LQ




COL9
c.848de|C
p.P283
RITPSQTTDERGPPGEQGPPGPPGP[p.
FQASMASTV,SMASTVTEV,ELQASLAHL,LQASLAHLA,VLR
STAD


A1

fs
P283fs]LEFQASMASTVTEVLRAPRAPR
APRAPR,ASLAHLALM,VTEVLRAPR,MASTVTEVL,ESQELQ






VLQVNRESQELQASLAHLALMD*
ASL,GPLEFQASM,LEFQASMAS,RESQELQAS,QELQASLAH,







QASLAHLAL,TEVLRAPRA,ASMASTVTEV,SMASTVTEVL,L







QASLAHLAL,FQASMASTVT,VLRAPRAPRV,ELQASLAHLA,







MASTVTEVLR,TVTEVLRAPR,EVLRAPRAPR,ESQELQASLA,







APRAPRVLQV,LEFQASMAST,LRAPRAPRVL,LQVNRESQE







L,RESQELQASL,SQELQASLAH,QELQASLAHL,QASLAHLAL







M



COPB
c.1273C>T
p.R425
NVIPVLMEFLSDNNEAAAADVLEFV[p.
EFVCEAIQR,DVLEFVCEA,FVCEAIQRF,EFVCEAIQRF,DVLE
CRC


1

C
R425C]CEAIQRFDNLRMLIVEKMLEVF
FVCEAI,CEAIQRFDNL






HAIK




COQ2
c.196G>T
p.V66L
SFALARAAGAPHGGDLQPPACPEPR[p.
RWRQLSLSA,CPEPRWRQL,EPRWRQLSL,WRQLSLSAA,R
ACC





V66L]WRQLSLSAAAVVDSAPRPLQPYL
WRQLSLSAA,WRQLSLSAAA,QPPACPEPRW






RLM




CORO
c.1576T>A
p.*526
LTQREVQAKQLELEIKNLRMGSEQL[p.*
QLRAETSAL,TLRDTTRLH,ETSALLTLR,LLTLRDTTR,DTTRLH
CRC


2A

R
526R]RAETSALLTLRDTTRLHGEV*
GEV,LRAETSALL,AETSALLTL,SEQLRAETS,QLRAETSALL,







LLTLRDTTRL,NLRMGSEQLR,SEQLRAETSA,EQLRAETSAL,RA







ETSALLTL



COX1
c.256C>A
p.L86I
PSKAAERVVGRWLLVCSGTVAGAVI[p.
VIIGGVTRL
CRC


5


L86I]IGGVTRLTESGLSMVDWHLIKEM







KPP




COX6
c.23C>T
p.S8L
MAVVGVS[p.S8L]LVSRLLGRSRPQLGR
MAVVGVSLV,SLVSRLLGR,AVVGVSLVSR,VSLVSRLLGR,LV
BLCA


A1


PMSSGAHGEEG
SRLLGRSR



CPAM
c.2352de|C
p.P784
TDEAVPAFQPHTGSLVAVAPSRHPP[p.
IVSTSVTHL,STSVTHLVR,REKGLSSPK,VSTSVTHLV,SPKHG
STAD


D8

fs
P784fs]EQRREKGLSSPKHGFGIVSTSVT
FGIV,GLSSPKHGF,IVSTSVTHLV,GIVSTSVTHL,VSTSVTHLV






HLVRGHSV*
R,VTHLVRGHSV,HGFGIVSTSV,KGLSSPKFGF,FGIVSTSVT







H



CPE
c.869C>A
p.P290
SAHEYSSSPDDAIFQSLARAYSSFN[p.P2
RAYSSFNQA,AYSSFNQAM,RAYSSFNQAM
LUAD




Q
90Q]QAMSDPNRPPCRKNDDDSSFVD







GTTN




CPNE
c.381G>T
p.Q127
SKSPNLSKHDFLGQVFCTLGEIVGS[p.Q
GSHGSRLEK,EIVGSHGSR,GEIVGSHGS,VGSHGSRLEK,EIV
LUAD


8

H
127H]HGSRLEKPIVGIPGKKCGTIILTAE
GSHGSRL






E




CPS1
c.2564C>A
p.T855
TPRLPMNKEWPSNLDLRKELSEPSS[p.T
SSKRIYAIA,SKRIYAIAK,ELSEPSSKR,SEPSSKRIY,
LUSC




K
855K]KRIYAIAKAIDDNMSLDEIEKLTYI
LSEPSSKRIY,SSKRIYAIAK,EPSSKRIYAI,KRIYAIAKAI






D




CPSF4
c.656C>A
p.P219
NPPLQRSSSLIQLTSQNSSPNQQRT[p.P
RTQQVIGVM,NQQRTQQVI,SPNQQRTQQV,QQRTQQVIG
LUAD




Q
219Q]QQVIGVMQSQNSSAGNRGPRP
V,QRTQQVIGVM






LEQVT




CR1L
c.237de|A
p.L79
PIGTYLNYECRPGYSGRPFSIICLK[p.L79
CLKTQSGQV,QVLRTSANV,RTSANVNHV,KTQSGQVLR,TS
STAD




fs
fs]TQSGQVLRTSANVNHWILQIL*
ANVNHVV,LKTQSGQVL,SANVNHVVI,ANVNHVVIL,,GQVL







RTSANV,RTSANVNHVV,TSANVNHVVI,NVNHVVILQI,CLK







TQSGQVL,SANVNHVVIL



CR2
c.618de|C
p.V206
ESGYLLVGEKIINCLSSGKWSAVPP[p.V
WSAVPPHVK,KWSAVPPHV,HVKRHAVNL,SAVPPHVKR,P
STAD




fs
206fs]HVKRHAVNL*
PHVKRHAV,GKWSAVPPH,SGKWSAVPPH,KWSAVPPHVK,







WSAVPPHVKR,VPPHVKRHAV,GKWSAVPPHV



CRB1
c.1883de|T
p.L628
SICAFQNSFLGGLPVGMTSNGVALL[p.L
SIICHPHLR,SIICHPHLRL,TSIICHPHLR,MTSNGVALLT,
HNSC




fs
628fs]TSIICHPHLRL*
LTSIICHPHL



CRB1
c.1888T>G
p.F630
ICAFQNSFLGGLPVGMTSNGVALLN[p.
NGVALLNVY,VALLNVYNM,LLNVYNMPST,VYNMPSTPSF,
STAD




V
F630V]VYNMPSTPSFVGCLQDIKIDWN
SNGVALLNVY,TSNGVALLNV






HITL




CRB2
c.3329C>T
p.T111
GWEGPRCEAHVDPCHSAPCARGRCH[p.
RGRCHMHPD,CHMHPDGRF,RGRCHMHPDG,APCARGRC
ACC




0M
T1110M]MHPDGRFECRCPPGFGGP
HM,RCHMHPDGRF,HMHPDGRFEC






RCRLPVPS




CREBB
c.4303G>C
p.D143
FGMHVQEYGSDCPPPNTRRVYISYL[p.
YLHSIHFFR,HSIHFFRPR,VYISYLHSI,ISYLHSIHF,SYLHS
BLCA


P

5H
D1435H]HSIHFFRPRCLRTAVYHEILIGY
IHFF,RVYISYLHS,YISYLHSIH,RVYISYLHSI,SYLHSIHF






LEY
FR,YISYLHSIHF,ISYLHSIHFF



CREBB
c.4337G>A
p.R144
CPPPNTRRVYISYLDSIHFFRPRCL[p.R1
HFFRPRCLH,HTAVYHEIL,RPRCLHTAV,FFRPRCLHT,CLHT
DLBCL


P

6H
446H]HTAVYHEILIGYLEYVKKLGYVTG
AVYHEI,FFRPRCLHTA,RPRCLHTAVY,HTAVYHEILI






HI




CREBB
c.6281C>T
p.P209
DLLRTLKSPSSPQQQQQVLNILKSN[p.P
VLNILKSNL,ILKSNLQLM,NLQLMAAFI,LQLMAAFIK,KSNL
UCEC


P

4L
2094L]LQLMAAFIKQRTAKYVANQPG
QLMAA,SNLQLMAAF,LKSNLQLMA,ILKSNLQLMA,NLQL






MQPQP
MAAFIK,KSNLQLMAAF,LKSNLQLMAA



CRIPA
c.142_143i
p.M48
PACSCAHVECPPAHTCRCGVPACSH[p.
SMWSAHLLM,HLLMCPCGV,WSARLLTHV,HVSMWSAHL,
BLCA


K
nsCG
fs
M48fs]TCPCGVPACSHVPMWSARLLT
RLLTHVSMW,LTHVSMWSA,HTCQRGVPA,MWSARLLTH,






HVSMWSAHLLMCPCGVPTCSHVPM
TWSARLLTR,VPTCSHVPM,VPACSRAHV,VPTWSARLL,AR






WSATCSHTCPCGVPACSRAHVECPPAH
LLTHVSM,THVSMWSAH,VSMWSAHLL,LMCPCGVPT,SH






TCRCGVPACSHVPMRSARLLTRAHAEC
VPMWSAT,LLTHVSMWSA,SMWSAHLLMC,LLMCPCGVP






PPAHTCPCGVPACSHVPTWSARLLTRA
T,HVSMWSAHLL,GVPACSRAHV,SARLLTHVSM,PTWSAR






HVECPPAHTCQRGVPA*
LLTR,HVPTWSARLL,ARLLTHVSMW,LTHVSMWSAH,THV







SMWSAHL,VSMWSAHLLM,VPTCSHVPMW,VPMWSATC







SH



CRIPA
c.427T>C
p.C143
SHVPMRSARLLTRAHAECPPAHTCP[p.
HTCPRGVPA,CPPAHTCPR,RGVPACSHV
ACC


K

R
C143R]RGVPACSHVPMRSARLLTRAD







VECPP




CRIPA
c.520T>C
p.C174
SHVPMRSARLLTRADVECPPAHTCP[p.
HTCPRGVPA,CPPAHTCPR,RGVPACSHV
ACC


K

R
C174R]RGVPACSHVPTWSARLITRAHV







ECSP




CRIPA
c.538_568
p.S180
LTRADVECPPAHTCPCGVPACSHVP[p.
FLSCRPSQT,TLLPYILLM,LLPYILLMV,CLPAHTCPC,HMCRC
LUAD


K
de|TCA
fs
S180fs]MWSARLLTRADVECLPAHTCP
GVPA,WSARLLTHV,GSVGFLSCR,VFACSHVPM,RLLTHVP




CACGT

CGVFACSHVPMRSARLLTRADAECPPA
MW,PWHGGSVGF,PYILLMVAF,HTCPCGVFA,SARLLTRAI,




GCCAA

HTCPCGVPACSRADVECPPAHTCPCGV
LTRAHVECL,RAHVECLPA,MWSARLLTH,RPSQTLLPY,FAC




CGTGG

PACSRADVGCPPAHMCRCGVPACSHV
SHVPMR,IWSARLLTR,DVECPPAFV,HVPIWSARL,QTLLPYI




AGTGC

PMWSARLLTRADVECPPAHVPIWSARL
LL,VPACSRADV,VPIWSARLL,LPAHTRAHV,AHTCPCGVF,R






LTRAIVECPPAHTHADVECPPAHTCPCG
AIVECPPA,ARLLTHVPM,AHVECLPAH,LSCRPSQTL,SQTLL






VPACSHVPMWSARLLTHVPMWSARLL
PYIL,LPYILLMVA,CPPAHVPIW,CPPAHTKPW,LLTRAHVEC






TRAHVECLPAHTRAHVECPPAHTKPW
L,CLPAHTRAHV,FLSCRPSQTL,TLLPYILLMV,LLPYILLMVA,






HGGSVGFLSCRPSQTLLPYILLMVAF*
LLTRADVECL,HVECPPAHTK,GVFACSHVPM,SARLLTRAD







A,SARLLTRAIV,SARLLTHVPM,HTKPWHGGSV,VFACSHVP







MR,PAHVPIWSAR,PIWSARLLTR,HVECLPAHTR,HVPIWS







ARLL,WSARLLTRAI,KPWHGGSVGF,RPSQTLLPYI,LPYILLM







VAF,SRADVGCPPA,ADVGCPPAHM,AHMCRCGVPA,VECP







PAHVPI,AHVPIWSARL,RAIVECPPAH,ARLLTHVPMW,RA







HVECLPAH,LSCRPSQTLL,CRPSQTLLPY,SQTLLPYILL,VECL







PAHTRA,VECPPAHTHA,LPAHTCPCGV,CPPAHTHADV



CRIPA
c.568A>C
p.I190
ECPPAHTCPCGVPACSHVPTWSARL[p.
TWSARLLTR,VPTWSARLL,PTWSARLLTR,HVPTWSARLL
ACC


K

L
I190L]LTRAHVECSPAHTCRCGVPACSH







VPM




CRISP
c.664C>T
p.R222
PKAVYLVCNYSPKGNWWGHAPYKHG[p.
APYKHGWPC,YKHGWPCSA,WPCSACPPS,WPCSACPPSF,
BRCA


LD1

W
R222W]WPCSACPPSFGGGCRENLC
YKHGWPCSAC






YKEGSDR




CROC
c.1063G>C
p.A355
RTSRAVQEAGLGLSTGLRLAESRAE[p.A
EPALEKQAL,AESRAEPAL,RLAESRAEPA,ESRAEPALEK,AEP
KIRP


C

P
355P]PALEKQALLQAQLEEQLRDKVLR
ALEKQAL






EKD




CROT
c.1740G>T
p.Q580
DPLFSKSGGGGNFVLSTSLVGYLRV[p.Q
YLRVHGVVV,GYLRVHGVV,RVHGVVVPM,RVHGVVVPMV,
LUAD




H
580H]HGVVVPMVHNGYGFFYHIRDDR
LVGYLRVHGV,GYLRVHGVVV,LRVHGVVVPM






FVVA




CROT
c.96de|A
p.L32
TEERTFQYQDSLPSLPVPSLEESLK[p.L3
LEESLKNTL
STAD




fs
2fs]NTLNQSPEHATR*




CRTC3
c.1088C>T
p.S363
NKTVLSSSLNNHPQTSVPNASALHP[p.S
ASALHPLLR,ALHPLLRLF,NASALHPLL,HPLLRLFSL,SALHPL
LUAD




L
363L]LLRLFSLSNPSLSTTNLSGPSRRRQ
LRLF,NASALHPLLR,VPNASALHPL






P




CRYG
c.427A>G
p.R143
HLTEIHSLNVLEGSWILYEMPNYRG[p.R
NYRGGQYLL,MPNYRGGQY,YEMPNYRGG,EMPNYRGGQ
TGCT


B

G
143G]GQYLLRPGEYRRFLDWGAPNAK
Y,GQYLLRPGEY,NYRGGQYLLR,MPNYRGGQYL






VGSL




CRYG
c.476de|G
p.G159
YEMPNYRGRQYLLRPGDYRRYHDWG[p.
RYHDWGVQM,GVQMPKSAL,RRYHDWGVQM,WGVQM
STAD


D

fs
G159fs]VQMPKSAL*
PKSAL



CRYM
c.943T>A
p.*315
FKSLGMAVEDTVAAKLIYDSWSSGK[p.
SWSSGKKNK
CLL




K
*315K]KNKGT*




CSDE1
c.658C>T
p.R220
NVQLETGDKINFVIDNNKHTGAVSA[p.
SACNIMLLK,GAVSACNIM,AVSACNIMLL,VSACNIMLLK,S
UCEC




C
R220C]CNIMLLKKKQARCQGVVCAMK
ACNIMLLKK,HTGAVSACNI






EAFGF




CSF2R
c.892G>A
p.G298
SFGLFYKPSPDAGEEECSPVLREGL[p.G
VLREGLSSL,EGLSSLHTR,REGLSSLHT
GBM


B

S
298S]SSLHTRHHCQIPVPDPATHGQYI







VSV




CSF3R
c.1404de|C
p.P468
SLWVGWEPPNPWPQGYVIEWGLGPP[p.
ATRPGGWNR,RAIATRPGG,EWGLGPPAR,IEWGLGPPA,A
STAD




fs
P468fs]ARAIATRPGGWNRMGEPRG
TRPGGWNRM,IATRPGGWNR,RAIATRPGGW,IEWGLGPP






FC*
AR



CSGAL
c.1086G>T
p.L362
VSLNEEFNRGRGLNVGARAWDKGEV[p.
FMFFCDVDI,EVFMFFCDV,RAWDKGEVF,GEVFMFFCD,A
ACC,KIRP,


NACT

F
L362F]FMFFCDVDIYFSAEFLNSCRL
WDKGEVFMF,VFMFFCDVDI,RAWDKGEVFM,FMFFCDV
TGCT


2


NAEPG
DIY,ARAWDKGEVF,GEVFMFFCDV



CSHL1
c.350G>A
p.R117
SSNMEETQQKSNLELLHISLLLIES[p.R1
SLLLIESQL,LIESQLEPV,SQLEPVRFL,QLEPVRFLR,LLI
CESC




Q
17Q]QLEPVRFLRSTFTNNLVYDTSDSD
ESQLEPV,SQLEPVRFLR,ISLLLIESQL,IESQLEPVRF






DY




CSMD
c.5564C>A
p.P185
PTCVVPCGGNLTERRGTILSPGFPE[p.P
QYLNSLNCV,FPEQYLNSL,GFPEQYLNSL,QYLNSLNCVW,IL
LUAD


2

5Q
1855Q]QYLNSLNCVWKIVVPEGAGIQI
SPGFPEQY,EQYLNSLNCV






QVVS




CSMD
c.2071C>A
p.Q691
DPGTPLYGIREGDGFSNRDVLRFEC[p.Q
LRFECKFGF,FECKFGFEL,RFECKFGFEL,VLRFECKFGF,
LUSC


3

K
691K]KFGFELIGEKSIVCQENNQWSAN
RDVLRFECKF,FECKFGFELI






IPI




CSMD
c.2854C>T
p.H952
AEPGHSIKITFERFQTELNYDVLEV[p.H9
LNYDVLEVY,EVYDGPNLL,LEVYDGPNL,ELNYDVLEVY,EVY
CESC


3

Y
52Y]YDGPNLLSPLLGSYNGTQVPQFLFS
DGPNLLS,LEVYDGPNLL,YDGPNLLSPL






S




CSMD
c.3281C>A
p.T109
GDVRGPSGTILSPGYPEFYPNSLNC[p.T
NSLNCKWTV,YPNSLNCKW,SLNCKWTVDV,FYPNSLNCK
LUSC


3

4K
1094K]KWTVDVTHGKGVQFNFHTFHL
W,KWTVDVTHGK,EFYPNSLNCK






EDHHD




CSMD
c.511G>A
p.E171
STKSVFSLRLTSDFAVSAHGFKVYY[p.E1
AHGFKVYYK,SAHGFKVYYK,HGFKVYYKEL
GBM


3

K
71K]KELQSSSCGNPGVPPKGVLYGTRF







DV




CSMD
c.522G>T
p.Q174
SVFSLRLTSDFAVSAHGFKVYYEEL[p.Q
YEELHSSSC,HSSSCGNPGV
LUAD


3

H
174H]HSSSCGNPGVPPKGVLYGTRFDV







GDK




CSMD
c.7149_
p.F238
LESVYSTSNQILIKFHSDFTTSGFF[p.
FTTSGFFCA,AQLSRLSTK,GFFCAQLSR,LSRLSTKGV,QLSRL
LIHC


3
7150insT
3fs
F2383fs]CAQLSRLSTKGVPTSTTCAQC*
STKGV,SGFFCAQLSR,CAQLSRLSTK,TTSGFFCAQL,AQLSRL







STKG



CSMD
c.8179C>A
p.P272
LEHGRWRIVNGSHYEYKTKVVFSCD[p.
VVFSCDTGY,VVFSCDTGYH,KTKVVFSCDT,KVVFSCDTGY,F
LUAD


3

7T
P2727T]TGYHGLGPASIECLPNGTWS
SCDTGYHGL,DTGYHGLGPA






WRNERP




CSMD
c.8429C>A
p.T281
CDLGFMLVGSAVRECLSSGLWSESE[p.
SESENRCLA,SENRCLAGH
LUAD


3

0N
T2810N]NRCLAGHCGIPELIVNGQVIG







ENYGY




CSPG5
c.355G>A
p.D119
AVTGTAWLEADSPGLGGVTAEAGSG[p.
VTAEAGSGNA,AEAGSGNAQA
BLCA




N
D119N]NAQALPATLQAPHEVLGQSI







MPPAIP




CT47B
c.702728d
p.234_
DLAEMAREPAEEAADEKPPEEAAEE[p.
EEAAEEPAA,AEEPAAEEPT
BRCA


1
e|GAAGCTC
243EKL
234_243EKLTEEATEE>E]PAAEEPTSEE





ACAGAGGA
TEEATE
AVAPEEVTKSQPEKWDEEAQDAAGEE





GGCCACAG
E>E
EKEQEKEKDVENKVKN





AGGA






CTAG
c.1091C>T
p.A364
IIQISFVDKTKFFITFHIKNIQTQQ[p.A3
VSLQSENIY,NLQTQQVSL,HIKNLQTQQV,QVSLQSENIY,K
KIRP


E15P

V
64V]VSLQSENIYFESENQKLQQKLKIMT
NLQTQQVSL,QQVSLQSENI,VSLQSENIYF






E




CTCF
c.604_605
p.K202
EQGELPPQEDPSWQKDPDYQPPAKK[p.
RANCVIQRR,KPKRANCVI,KQRKPKRANC,RANCVIQRRA
STAD



insAA
fs
K202fs]KQRKPKRANCVIQRRAKM*




CTCF
c.604de|A
p.K202
EQGELPPQEDPSWQKDPDYQPPAKK[p.
RANCVIQRR,KPKRANCVI,KQRKPKRANC,RANCVIQRRA
STAD




fs
K202fs]QRKPKRANCVIQRRAKM*




CTCFL
c.1267G>A
p.E423
YECHICHTRFTQSGTMKIHILQKHG[p.E
ILQKHGKNV,KHGKNVPKY,KIHILQKHGK,LQKHGKNVPK,Q
CRC




K
423K]KNVPKYQCPHCATIIARKSDLRVH
KHGKNVPKY






MR




CTDN
c.376G>A
p.E126
KHPVRFFVHKRPHVDFFLEVVSQWY[p.
KLVVFTASM,VVSQWYKLV,SQWYKLVVF,WYKLVVFTA,EV
CRC


EP1

K
E126K]KLVVFTASMEIYGSAVADKLDN
VSQWYKL,YKLVVFTAS,FLEVVSQWYK,VSQWYKLVVF,EV






SRSI
VSQWYKLV,YKLVVFTASM,LEVVSQWYKL,SQWYKLVVFT



CTNN
c.2567_
p.K856
IIRIQSPAGPRHPVVMWRMKAPAKK[p.
RMKAPAKKNP
STAD


A3
2568insAA
fs
K856fs]NP*




CTNN
c.1004A>T
p.K335
ESKLIILASGGPQALVNIMRTYTYE[p.K3
IMRTYTYEI,YTYEILLWT,ILLWTTSRV,TYTYEILLW,TYE
LIHC


B1

I
35I]ILLWTTSRVLKVLSVCSSNKPAIVEA
ILLWTT,RTYTYEILL,EILLWTTSR,MRTYTYEIL,YEILLW







TTS,NIMRTYTYEI,YTYEILLWTT,ILLWTTSRVL,IMRTY







TYEIL,RTYTYEILLW,EILLWTTSRV,MRTYTYEILL,YEI







LLWTTSR



CTNN
c.100G>A
p.G34R
ELDMAMEPDRKAAVSHWQQQSYLDS[p.
QQSYLDSRI,RIHSGATTT,YLDSRIHSGA,RIHSGATTTA,QQ
UCEC


B1


G34R]RIHSGATTTAPSLSGKGNPEEE
QSYLDSRI,QQSYLDSRIH






DVDT




CTNN
c.101G>T
p.G34V
ELDMAMEPDRKAAVSHWQQQSYLDS[p.
QQQSYLDSV,YLDSVIHSG,QQSYLDSVI,WQQQSYLDSV,YL
LIHC


B1


G34V]VIHSGATTTAPSLSGKGNPEEE
DSVIHSGA,VIHSGATTTA,QQQSYLDSVI,QQSYLDSVIH






DVDT




CTNN
c.107A>C
p.H36P
DMAMEPDRKAAVSHWQQQSYLDSGI[p.
YLDSGIPSG,IPSGATTTA,YLDSGIPSGA
LIHC


B1


H36P]PSGATTTAPSLSGKGNPEEEDV







DTSQ




CTNN
c.109T>G
p.S37A
MAMEPDRKAAVSHWQQQSYLDSGIH[p.
YLDSGIHAG,IHAGATTTA,YLDSGIHAGA,GIHAGATTTA,AG
UCEC


B1


S37A]AGATTTAPSLSGKGNPEEEDV
ATTTAPSL






DTSQV




CTNN
c.110C>G
p.S37C
MAMEPDRKAAVSHWQQQSYLDSGIH[p.
YLDSGIHCGA,GIHCGATTTA
UCEC


B1


S37C]CGATTTAPSLSGKGNPEEEDVD







TSQV




CTNN
c.110C>T
p.S37F
MAMEPDRKAAVSHWQQQSYLDSGIH
YLDSGIHFG,SYLDSGIHF,IHFGATTTA,YLDSGIHFGA,
LUAD,UCEC


B1


[p.S37F]FGATTTAPSLSGKGNPEEEDVD
GIHFGATTTA,QSYLDSGIHF,IHFGATTTAP,FGATTTAPSL






TSQV




CTNN
c.1161T>A
p.N387
GMQALGLHLTDPSQRLVQNCLWTLR[p.
VQNCLWTLRK
LIHC


B1

K
p.N387K]KLSDAATKQEGMEGLLGTLV







QLLGSD




CTNN
c.121A>G
p.T41A
PDRKAAVSHWQQQSYLDSGIHSGAT[p.
ATAPSLSGK,GATATAPSL,GIHSGATATA,TATAPSLSGK,SG
PRAD


B1


T41A]ATAPSLSGKGNPEEEDVDTSQVL
ATATAPSL






YEW




CTNN
c.122C>T
p.T41I
PDRKAAVSHWQQQSYLDSGIHSGAT[p.
ITAPSLSGK,SGIHSGATI,TITAPSLSGK,SGATITAPSL
UCEC


B1


T41I]ITAPSLSGKGNPEEEDVDTSQVLY







EW




CTNN
c.133T>C
p.S45P
AAVSHWQQQSYLDSGIHSGATTTAP[p.
TTAPPLSGK,GATTTAPPL,TTAPPLSGK,SGATTTAPPL
ACC,LIHC


B1


S45P]PLSGKGNPEEEDVDTSQVLYEW







EQGF




CTNN
c.94G>A
p.D32N
LMELDMAMEPDRKAAVSHWQQQSYL
YLNSGIHSG,QQSYLNSGI,WQQQSYLNS,QQQSYLNSG,YL
LIHC,UCEC


B1


[p.D32N]NSGIHSGATTTAPSLSGKGNP
NSGIHSGA,QQQSYLNSGI,WQQQSYLNSG,QQSYLNSGIH






EEEDV




CTNN
c.94G>T
p.D32Y
LMELDMAMEPDRKAAVSHWQQQSYL
YLYSGIHSG,QQSYLYSGI,HWQQQSYLY,WQQQSYLYS,QQ
UCEC


B1


[p.D32Y]YSGIHSGATTTAPSLSGKGNPE
QSYLYSG,QSYLYSGIH,YLYSGIHSGA,QQQSYLYSGI,SHWQ






EEDV
QQSYLY,WQQQSYLYSG,QQSYLYSGIH



CTNN
c.95A>G
p.D32G
LMELDMAMEPDRKAAVSHWQQQSYL
YLGSGIHSG,WQQQSYLGS,QQQSYLGSG,QQSYLGSGI,QS
CESC,LIHC


B1


[p.D32G]GSGIHSGATTTAPSLSGKGNP
YLGSGIH,YLGSGIHSGA,WQQQSYLGSG,QQQSYLGSGI,Q






EEEDV
QSYLGSGIH



CTNN
c.95A>T
p.D32V
LMELDMAMEPDRKAAVSHWQQQSYL
QQSYLVSGI,YLVSGIHSG,LVSGIHSGA,HWQQQSYLV,WQ
LIHC


B1


[p.D32V]VSGIHSGATTTAPSLSGKGNP
QQSYLVS,QQQSYLVSG,QSYLVSGIH,YLVSGIHSGA,QQQS






EEEDV
YLVSGI,SHWQQQSYLV,WQQQSYLVSG,QQSYLVSGIH



CTNN
c.97T>C
p.S33P
MELDMAMEPDRKAAVSHWQQQSYL
YLDPGIHSG,WQQQSYLDP,QQQSYLDPG,QQSYLDPGI,YL
LIHC


B1


D[p.S33P]PGIHSGATTTAPSLSGKGNP
DPGIHSGA,WQQQSYLDPG,QQQSYLDPGI,QQSYLDPGIH






EEEDVD




CTNN
c.98C>A
p.S33Y
MELDMAMEPDRKAAVSHWQQQSYL
YLDYGIHSG,WQQQSYLDY,QQSYLDYGI,YLDYGIHSGA,H
UCEC


B1


D[p.S33Y]YGIHSGATTTAPSLSGKGNPE
WQQQSYLDY,QQQSYLDYGI,QQSYLDYGIH






EEDVD




CTNN
c.98C>G
p.S33C
MELDMAMEPDRKAAVSHWQQQSYL
YLDCGIHSG,WQQQSYLDC,QQSYLDCGI,YLDCGIHSGA,Q
LIHC,UCEC


B1


D[p.S33C]CGIHSGATTTAPSLSGKGNP
QQSYLDCGI,QQSYLDCGIH






EEEDVD




CTNN
c.98C>T
p.S33F
MELDMAMEPDRKAAVSHWQQQSYL
YLDFGIHSG,WQQQSYLDF,QQSYLDFGI,QSYLDFGIH,YLDF
UCEC


B1


D[p.S33F]FGIHSGATTTAPSLSGKGNPE
GIHSGA,HWQQQSYLDF,QQQSYLDFGI,QQSYLDFGIH






EEDVD




CTNN
c.1341de|A
p.I447
VHLGACGALKNISFGRDQDNKIAIK[p.I
KIAIKTVMV,KLLPEPCGI,AIKTVMVCL,LVIWTLLKL,RLVI
STAD


D1

fs
447fs]TVMVCLPLCDCFERLVIWTLLKLL
WTLLK,KTVMVCLPL,IFHPMTQSK,QSKWRLWTM,KWRLWT






PEPCGIFHPMTQSKWRLWTMHCMP*
MHC,EPCGIFHPM,NKIAIKTVM,FERLVIWTL,LLPEPCGIF,S







KWRLWTMH,WRLWTMHCM,LPEPCGIFH,RLVIWTLLKL,L







VIWTLLKLL,GIFHPMTQSK,CFERLVIWTL,KLLPEPCGIF,







IFHPMTQSKW,KWRLWTMHCM,HPMTQSKWRL,TQSKWRL







WTM,IAIKTVMVCL,IKTVMVCLPL,FERLVIWTLL,LPLCDCF







ERL,PEPCGIFHPM



CISC
c.315de|T
p.F105
NSGHFTIIYNQGFEIVLNDYKWFAF[p.F
FLSIKKRAA,KWFAFLSIK,WFAFLSIKK,LSIKKRAAR,FAFL
STAD




fs
105fs]LSIKKRAAR*
SIKKR,YKWFAFLSI,NDYKWFAFL,KWFAFLSIKK,DYKWF







AFLSI,WFAFLSIKKR,FLSIKKRAAR



CTSD
c.267_268i
p.P89
GPIPEVLKNYMDAQYYGEIGIGTPP[p.P
GLLQPVGPL,HLREEWYLV,HSRLRHGLL,RLRHGLLQP,QQR
STAD



nsC
fs
89fs]PVLHSRLRHGLLQPVGPLHPLQTA
QVQHLR,VQHLREEWY,QPVGPLHPL,IGIGTPPPV,LRHGLL






GHRLLDPPQVQQRQVQHLREEWYLV*
QPV,LQTAGHRLL,VQQRQVQEIL,RQVQHLREE,RLRHGLLQ







PV,VLHSRLRHGL,HSRLRHGLLQ,QVQHLREEWY,EIGIGTP







PPV,PPPVLHSRL,HPLQTAGHRL,IGIGTPPPVL,LQPVGPL







HPL,RQVQHLREEW,VQHLREEWYL,GEIGIGTPPP



CTTN
c.1259C>T
p.S420
TSSTPPLPSNAAPPTAQTPGIAPQN[p.S
LQAPPMHSL,PQNLQAPPM,NLQAPPMHSL,QTPGIAPQN
UCEC


BP2

L
420L]LQAPPMHSLHSPCANTSLHPGLN
L,APQNLQAPPM,LQAPPMHSLH






PRI




CTTN
c.490C>T
p.R164
LEMEKLQLQALEQEHKKLAARLEEE[p.R
CGKNKQVVL,KLAARLEEEC,AARLEEECGK
CRC


BP2

C
164C]CGKNKQVVLMLVKECKQLSGKVI







EEA




CUBN
c.1786G>T
p.G596
EHLRNGRGFTVRWETQQPECGGILT[p.
ILTCPYGSI,LTCPYGSIK,CGGILTCPY,ILTCPYGSIK
LUAD




C
G596C]CPYGSIKSPGYPGNYPPGRDCV







WIVV




CUBN
c.8448C>G
p.I281
GGGFYATWNTQTLGCGGIFHSDNGT[p.
TMRSPHWPQ,IFHSDNGTM,TMRSPHWPQN,IFHSDNGT
KIRP




6M
I2816M]MRSPHWPQNFPENSRCSWT
MR,GIFHSDNGTM,MRSPHWPQNF






AITHKSK




CUL1
c.1453G>A
p.E485
DVFQKFYAKMLAKRLVHQNSASDDA[p.
KASMISKLK,DAKASMISK,AKASMISKL,SASDDAKASM
BLCA




K
E485K]KASMISKLKQACGFEYTSKLQR







MFQD




CUL7
c.1113G>C
p.L371
QAQPSFRRSRRFRPRSEFASGNTYA[p.L
ASGNTYAFY,FASGNTYAF,YAFYVRDTL,FASGNTYAFY,EFA
LUAD




F
371F]FYVRDTLQPGMRVRMLDDYEEIS
SGNTYAF,TYAFYVRDTL,SGNTYAFYVR






AGD




CUL9
c.5178T>G
p.D172
SPRCWPVSPLCYLYHPRKCLPTEFC[p.D
CLPTEFCEA,LPTEFCEAL,EALDRFSSF,CEALDRFSS,CLPTEF
KIRC




6E
1726E]EALDRFSSFYSQSQNHPVLDMG
CEAL,EALDRFSSFY,TEFCEALDRF,CEALDRFSSF






PHRR




CUX1
c.1316_131
p.A439
LSGSARRKGKDQPESRRPGSLPAPP[p.A
LPAPPSFSV,APQPGGAGF,GSLPAPPSF,QPGGAGFQY,SLP
STAD



7insC
fs
439fs]SFSVAPQPGGAGFQY*
APPSFSV,FSVAPQPGGA,LPAPPSFSVA



CWC2
c.1090A>G
p.K364
EELERKRQEMMENAKWREEERLNIL[p.
RLNILERHAK
KIRC


5

E
K364E]ERHAKDEEREQRLEKLDSRDGK







FIHR




CXCL9
c.366G>C
p.K122
KKQKNGKKHQKKKVLKVRKSQRSRQ[p.
KSQRSRQNK
LUAD




N
K122N]NKTT*




CXCR4
c.1033G>C
p.E345
VSRGSSLKILSKGKRGGHSSVSTES[p.E3
STESQSSSF,SQSSSFHSS,VSTESQSSSF
LUAD




Q
45Q]QSSSFHSS*




CXXC1
c.468G>C
p.Q156
MLARGSASPHKSSPQPLVATPSQHH[p.
HHHQQQQQI
TGCT




H
Q156H]HQQQQQIKRSARMCGECEAC







RRTEDC




CXorf
c.127G>A
p.V43I
QTPSTSSTKGRKKGKTPRQRRSRSG[p.
RQRRSRSGI,QRRSRSGIK,RSRSGIKGL,RSRSGIKGLK,RQRR
KIRC


51B


V43I]IKGLKTTRKAKRPLRGSSSQKAGE
SRSGIK,GIKGLKTTRK,RRSRSGIKGL






TN




CXorf
c.593G>T
p.R198
LLHLSGKMPPGINSSQSLPVDNHEK[p.
LPVDNHEKM,HEKMVIQLH,HEKMVIQLHL,LPVDNHEKM
LUAD


59

M
R198M]MVIQLHLQHSSLLDFLNAQGG
V






CISHV




CYP11
c.1492C>G
p.R498
LVRVFLYSLGRNPALFPRPERYNPQ[p.R
RYNPQGWLDI
LUAD


B1

G
498G]GWLDIRGSGRNFYHVPFGFGMR







QCLG




CYP19
c.1216T>C
p.F406
DVIDGYPVKKGTNIILNIGRMHRLE[p.F
IGRMHRLEL,MHRLELFPK,ELFPKPNEF,GRMHRLELF,RMH
TGCT


A1

L
406L]LFPKPNEFTLENFAKNVPYRYFQP
RLELFPK,LFPKPNEFTL,NIGRMHRLEL,IGRMHRLELF,LELFP






FG
KPNEF



CYP19
c.338G>T
p.S113
WISGEETLIISKSSSMFHIMKHNHY[p.S
HIMKHNHYI,YISRFGSKL,HYISRFGSK,ISRFGSKLG,KHNHYI
THCA


A1

I
113I]ISRFGSKLGLQCIGMHEKGIIFNN
SRF,HYISRFGSKL,IMKHNHYISR,NHYISRFGSK,ISRFGSKLG






NP
L,MKHNHYISRF,FHIMKHNHYI



CYP1A
c.1447G>A
p.V483
CIGEVLAKWEIFLFLAILLQQLEFS[p.V48
LLQQLEFSM,FSMPPGVKV,MPPGVKVDL,QQLEFSMPP,LE
BRCA


2

M
3M]MPPGVKVDLTPIYGLTMKHARCEH
FSMPPGV,ILLQQLEFSM,QLEFSMPPGV,SMPPGVKVDL,L






VQ
QQLEFSMPP,QQLEFSMPPG



CYP27
c.335C>A
p.P112
LYKAKYGPMWMSYLGPQMHVNLASA
ASAQLLEQV,HVNLASAQL,VNLASAQLL,SAQLLEQVM,LAS
LUAD


A1

Q
[p.P112Q]QLLEQVMRQEGKYPVRND
AQLLEQV,HVNLASAQLL,MHVNLASAQL,ASAQLLEQVM






MELWKEHR




CYP2B
c.1331C>A
p.A444
ALKKTEAFIPFSLGKRICLGEGIAR[p.A44
IAREELFLF,AREELFLFF,EELFLFFTT,GEGIAREEL,
LUAD


6

E
4E]EELFLFFTTILQNFSMASPVAPEDID
REELFLFFT,GIAREELFLF,IAREELFLFF,EELFLFFTTI,







GEGIAREELF,REELFLFFTT



CYP2D
c.1055A>G
p.H352
VQRRVQQEIDDVIGQVRRPEMGDQA[p.
MGDQARMPY,RMPYTTAVI,QARMPYTTA,ARMPYTTAV,
GBM


6

R
H352R]RMPYTTAVIHEVQRFGDIVPL
QARMPYTTAV,EMGDQARMPY,RPEMGDQARM,ARMPY






GVTHM
TTAVI,RMPYTTAVIH



CYP4A
c.553G>T
p.V185
GLMADSVRVMLDKWEELLGQDSPLE[p.
LGQDSPLEF,GQDSPLEFF,LEFFQHVSL,EFFQHVSLM,SPLE
OV


11

F
V185F]FFQHVSLMTLDTIMKCAFSH
FFQFIV,FFQHVSLMTL,DSPLEFFQFIV,LLGQDSPLEF,LEFFQ






QGSIQV
HVSLM,LGQDSPLEFF



CYP4B
c.1302G>T
p.E434
HIYALHRNSAVWPDPEVFDSLRFST[p.E
SLRFSTDNQA,RFSTDNASK,TDNASKRHPF
CRC


1

D
434D]DNASKRHPFAFMPFSAGPRNCI







GQQF




CYP7B
c.995A>C
p.K332
YLLRHPEAMAAVRDEIDRLLQSTGQ[p.
QTKGSGFPI,RLLQSTGQTK,GQTKGSGFPI,TKGSGFPIHL
STAD


1

T
K332T]TKGSGFPIHLTREQLDSLICLESSI







F




DAB2I
c.481G>A
p.E161
ILGQDYCFEVTTSSGSKCFSCRSAA[p.E1
CFSCRSAAK,FSCRSAAKR,RSAAKRDKW,KCFSCRSAAK,SC
BRCA


P

K
61K]KRDKWMENLRRAVHPNKDNSRR
RSAAKRDK,CFSCRSAAKR,AKRDKWMENL






VEHI




DACH
c.1615C>T
p.R539
TMQKRLKKEKKTKRKLQEALEFESK[p.R
FESKCREQV,EALEFESKCR
CRC


2

C
539C]CREQVEQALKQATTSDSGLRML







KDTG




DACH
c.1616G>T
p.R539
TMQKRLKKEKKTKRKLQEALEFESK[p.R
KLREQVEQA,EALEFESKL,FESKLREQV,KLREQVEQAL,EALE
LUAD


2

L
539L]LREQVEQALKQATTSDSGLRMLK
FESKLR,QEALEFESKL






DTG




DBC1
c.646G>A
p.V216
AIKVTETRTGPLGCNSYDNLDSVSS[p.V
NLDSVSSIL,ILLQSTESK,NLDSVSSILL,ILLQSTESKL,
CRC




I
216I]ILLQSTESKLHLQGLQIIFPQYL
SILLQSTESK,YDNLDSVSSI






QEK




DBF4B
c.761C>A
p.S254
PFLKIEDESRKFRPFHHQFKSFPEI[p.
KSFPEIYFL,SFPEIYFLG,QFKSFPEIY,FKSFPEIYF,
CRC




Y
S254Y]YFLGPKDASPFEAPTTLGSMHH
QFKSFPEIYF,HQFKSFPEIY,FKSFPEIYFL






TRES




DCAF
c.737G>A
p.R246
RMDPDMFNGSIAWHSEVGLPVYAHI[p.
PVYAHIHPR,HIHPRDVEA,HIHPRDVEAI,VYAHIHPRDV,LP
GBM


12L2

H
R246H]HPRDVEAIPRASTNPSNRKVR
VYAHIHPR






ALAFS




DCC
c.1337G>A
p.R446
AIPSSSVLPSAPRDVVPVLVSSRFV[p.R4
LVSSRFVHL,SSRFVHLSW,VLVSSRFVH,VHLSWRPPA,
LUAD




H
46H]HLSWRPPAEAKGNIQTFTVFFSRE
VLVSSRFVHL,FVHLSWRPPA,HLSWRPPAEA,SSRFVHL






GD
SWR,VSSRFVHLSW



DCHS
c.703de|C
p.R235
LDRENRSHYMLQLEAYDGGSPPRRA[p.
SPPRRARPC
STAD


1

fs
R235fs]RPCWT*




DCHS
c.6447C>A
p.F214
TRENTYVEYSIISGNSQNNFHVETK[p.F
KLFHSEYPY,LFHSEYPY,NFHVETKLF,ETKLFHSEY,KLFHSE
CRC


2

9L
2149L]LFHSEYPYKQVGYLVLLHSLDRE
YPYK,NNFHVETKLF,VETKLFHSEY,TKLFHSEYPY






ASA




DCLK2
c.1646C>A
p.S549
HGLSIVHRDIKPENLLVCEYPDGTK[p.S5
YLKLGDFGL,CEYPDGTKY,TKYLKLGDF,YLKLGDFGLA,KYLK
CRC




Y
49Y]YLKLGDFGLATWEGPLYTVCGTPT
LGDFGL,YPDGTKYLKL,CEYPDGTKYL






Y




DCLRE
c.82T>A
p.F28I
GVLIPHTPIAVDFWSLRRAGTARLF[p.F
RLFILSHMH,RAGTARLFI,ARLFILSHM,ILSHMHSDHT,GTA
TGCT


1B


28I]ILSHMHSDHTVGLSSTWARPLYCSP
RLFILSH,RAGTARLFIL,TARLFILSHM,RRAGTARLFI






I




DCT
c.1595G>A
p.R532
LVVMGTLVALVGLFVLLAFLQYRRL[p.R
RLQKGYTPL,FLQYRRLQK,LQKGYTPLM,QYRRLQKGY,LQY
UCEC




Q
532Q]QKGYTPLMETHLSSKRYTEEA*
RRLQKG,RLQKGYTPLM,AFLQYRRLQK,LQYRRLQKGY,RRL







QKGYTPL



DCUN
c.824T>C
p.L275
EKDQRSLDINTAKCMLGLLLGKIWP[p.L
LLLGKIWPP,LLGKIWPPF,KIWPPFPVF,PFPVFHQFL,GKIW
THCA


1D4

P
275P]PFPVFHQFLEQSKYKVINKDQWC
PPFPV,PPFPVFHQF,LLLGKIWPPF,LGKIWPPFPV,KIWPPF






NVL
PVFH,GKIWPPFPVF,WPPFPVFHQF



DDC
c.1297de|A
p.I433
LVCFRLKGSNKVNEALLQRINSAKK[p.I4
SLSCALPSV,VLARWNLPM,ILPSWNSAV,CGFPCLSPK,CAL
STAD




fs
33fs]STWFHVTSGTSLSCALPSVLARW
PSVLAR,CSGPGNTSK,ASCRNQKLK,ALPSVLARW,SWNSA






NLPMCSGPGNTSKSWRPTCCEQRGSR
VCGF,SAKKSTWFH,GSRSEASCR,INSAKKSTW,AKKSTWFH






SEASCRNQKLKRDISENWNKKQINIILPS
V,KKSTWFFIVT,FHVTSGTSL,SGTSLSCAL,LSCALPSVL,LKR






WNSAVCGFPCLSPKLSRGL*
DISENW,KQINIILPS,SAVCGFPCL,LPSWNSAVC,SLSCALPS







VL,VLARWNLPMC,IILPSWNSAV,ILPSWNSAVC,CLSPKLSR







GL,RSEASCRNQK,CALPSVLARW,KQINIILPSW,SAKKSTWF







HV,SVLARWNLPM,SWRPTCCEQR,STWFHVTSGT,TSLSCA







LPSV,NIILPSWNSA,NSAVCGFPCL,LPSVLARWNL,WNKKQ







INIIL,RINSAKKSTW,INSAKKSTWF,WFHVTSGTSL,SEASCR







NQKL,KLKRDISENW,CGFPCLSPKL,CEQRGSRSEA



DDI1
c.824G>A
p.R275
VNGHPLKAFVDSGAQMTIMSQACAE[p.
AEQCNIMRL,SQACAEQCNI,AEQCNIMRLV
CRC




Q
R275Q]QCNIMRLVDRRWAGVAKG







VGTQRIIG




DDX1
c.1126G>A
p.A376
PYYGSRLAIPAAQLVVLPYQMLLHA[p.A
LLHATTRQA,TTRQAAGIR,QMLLHATTR,YQMLLHATT,LH
TGCT


1

T
376T]TTRQAAGIRLQDQVVIIDEAHNLI
ATTRQAA,MLLHATTRQA,LLHATTRQAA,TTRQAAGIRL,Y






DT
QMLLHATTR,LPYQMLLHAT



DDX1
c.622de|A
p.K208
AERLEQLESGEEELVLAEYESDEEK[p.K2
MRMRMTWRK,RWRAEWMRM,EWMRMRMTW,RAEW
TGCT


1

fs
08fs]RWRAEWMRMRMTWRKNT*
MRMRM,WMRMRMTWR,RMRMTWRKN,EEKRWRAEW,







AEWMRMRMT,WMRMRMTWRK,RWRAEWMRMR,RM







RMTWRKNT,EWMRMRMTWR,KRWRAEWMRM,WRAE







WMRMRM,AEWMRMRMTW,DEEKRWRAEW



DDX1
c.382T>C
p.*128
CLFLSLEPPPPRDHISHCLLSAQFH[p.*1
LLSAQFHQK,CLLSAQFHQK
UCS


1L2

Q
28Q]QK*




DDX1
c.488de|G
p.G163
HPEVARLTPYEVDELRRKKEITVRG[p.G
VLNPCLPSI,SIMLTSHNM,ITVRGEMFV,KEITVRGEM,GEM
STAD


7

fs
163fs]EMFVLNPCLPSIMLTSHNM*
FVLNPC,EMFVLNPCL,NPCLPSIML,LPSIMLTSH,FVLNPCLP







SI,VLNPCLPSIM,EITVRGEMFV,KKEITVRGEM,KEITVRGE







MF,GEMFVLNPCL



DDX3
c.447_448i
p.F149
LAFQISKEYERFSKYMPNVKVAVFF[p.F
VAVFFWWSV,AVFFWWSVY,FWWSVYQEG,VKVAVFFW
KIRC


9B
nsT
fs
149fs]WWSVYQEG*
W,KVAVFFWWSV,VAVFFWWSVY



DDX5
c.986G>T
p.R329
FNQGFYDCVIATDAEVLGAPVKGKR[p.
LGRGPKGDK,KGKRLGRGPK,RLGRGPKGDK
LUAD


6

L
R329L]LGRGPKGDKASDPEAGVARGID







FHHV




DEFA1
c.270G>T
p.W90
DCYCRIPACIAGERRYGTCIYQGRL[p.W
IYQGRLCAF,IYQGRLCAFC,CIYQGRLCAF
LUAD




C
90C]CAFCC*




DENN
c.1496G>T
p.R499
GRKKRKIPKLVLRINAIYEVRRGKK[p.R4
RGKKLVKRL,LVKRLSQSM,YEVRRGKKL,KLVKRLSQSM,EV
LUAD


D2A

L
99L]LVKRLSQSMESNSGKVTDENSESD
RRGKKLVK,YEVRRGKKLV






SD




DENN
c.2063G>A
p.R688
EVYCIVSRLGCFSLFSRILDEVEKR[p.
KRQGISPAL,RQGISPALV,EKRQGISPAL,VEKRQGISPA
LUAD


D2A

Q
R688Q]QGISPALVQPLMRSVMEAPF







PALGKT




DENN
c.1070C>A
p.P357
LYRYSISGPHVLPIEKHISHFMHKV[p.
FMHKVHFPS,KVHFPSPQR,HFPSPQRPR,ISHFMHKVF,SH
CRC


D4A

H
P357H]HFPSPQRPRILVQLSPHDNLI
FMHKVHF,KVHFPSPQRP,ISHFMHKVHF,FMHKVHFPSP






LSQPV




DENN
c.3242G>A
p.R108
ESEKSSPAVSRSKTFTGRFKQQTPS[p.R
RFKQQTPSQ,KQQTPSQTH,RFKQQTPSQT,KQQTPSQTHK,
CRC


D4C

IQ
1081Q]QTHKERSTSLSALVRSSPHGSLG
FKQQTPSQTH






SVV




DENN
c.3068G>A
p.G102
GELGDTGVMQIPKNLLEMTFECQNL[p.
FECQNLEKL,LEKLTTVQI,CQNLEKLTTV,MTFECQNLEK
HNSC


D5B

3E
G1023E]EKLTTVQIGHDNSGLLAKWLV







DCVMV




DGCR
c.1552G>A
p.E518
SVQDAPTKKEFVINPNGKSEVCILH[p.E
ILHKYMQRV,KSEVCILHK,CILHKYMQR,KYMQRVLKV,HKY
THCA


8

K
518K]KYMQRVLKVRPVYNFFECENPSE
MQRVLK,SEVCILHKY,LHKYMQRVL,KSEVCILHKY,CILHKY






PFG
MQRV,ILHKYMQRVL,LHKYMQRVLK,KYMQRVLKVR,SEV







CILHKYM,HKYMQRVLKV



DGKB
c.38C>T
p.S13L
MTNQEKWAHLSP[p.S13L]LEFSQLQK
EKWAHLSPL,WAHLSPLEF,LEFSQLQKY,HLSPLEFSQL,KW
BRCA





YAEYSTKKLKDVLEEFHG
AHLSPLEF,QEKWAHLSPL,LEFSQLQKYA



DHPS
c.147C>A
p.F49L
LPPESTQVRGYDFNRGVNYRALLEA[p.F
ALLEALGTT,ALGTTGFQA,NYRALLEAL,LEALGTTGF,EALGT
CESC





49L]LGTTGFQATNFGRAVQQVNAMIE
TGFQA,LLEALGTTGF,VNYRALLEAL






KKL




DHRS
c.653T>C
p.I218
LGLNKTLAIELAPRNIRVNCLAPGL[p.I2
CLAPGLTKT,LTKTSFSRM,GLTKTSFSR,APGLTKTSF,TKTSFS
LIHC


4

T
18T]TKTSFSRMLWMDKEKEESMKETL
RML,GLTKTSFSRM,LTKTSFSRML,LAPGLTKTSF,TKTSFSR






RIR
MLW



DHTK
c.1229G>A
p.R410
DIGKLVGCAIIHVNGDSPEEVVRAT[p.R
TQLAFEYQR,VVRATQLAF,RATQLAFEY,EVVRATQLA,EEV
CRC


D1

Q
410Q]QL4FEYQRQFRKDVIIDLLCYRQ
VRATQL,ATQLAFEYQR,VVRATQLAFE,VRATQLAFEY,QLA






WGH
FEYQRQF,EVVRATQLAF,EEVVRATQLA



DHX9
c.119T>G
p.V40G
RKMTPSYEIRAVGNKNRQKFMCEVQ[p.
GEGYNYTGM,FMCEVQGEGY,CEVQGEGYNY
LUSC





V40G]GEGYNYTGMGNSTNKKDAQS







NAARDF




DIAPH
c.361G>A
p.E121
ERSLNLSEKEVLDLFEKMMEDMNLN[p.
MMEDMNLNK,LNKEKKAPL,KMMEDMNLNK,KEKKAPLR
UCEC


2

K
E121K]KEKKAPLRNKDFTTKREMVVQY
NK,NLNKEKKAPL






ISAT




DICER
c.5113G>A
p.E170
KAYLLQAFTHASYHYNTITDCYQRL[p.E
RLKFLGDAI,ITDCYQRLK,LKFLGDAIL,ITDCYQRLKF,RLKFLG
CLL


1

5K
1705K]KFLGDAILDYLITKHLYEDPRQH
DAIL,TITDCYQRLK,KFLGDAILDY,YQRLKFLGDA






SPG




DIRAS
c.235G>T
p.G79C
VCTLQITDTTGSHQFPAMQRLSISK[p.G
SISKCHAFI,RLSISKCHA,ISKCHAFIL,LSISKCHAF,MQRLSIS
KIRC


1


79C]CHAFILVFSVTSKQSLEELGPIYKLI
KC,KCHAFILVF,SISKCHAFIL,ISKCHAFILV,LSISKCHAFI,







RLSISKCHAF,MQRLSISKCH,SKCHAFILVF



DIS3
c.2339G>A
p.R780
CSGMDNDFHHYGLASPIYTHFTSPI[p.R
YTHFTSPIK,HFTSPIKRY,FTSPIKRYA,SPIKRYADV,IK
MM




K
780K]KRYADVIVHRLLAVAIGADCTYPE
RYADVIV,KRYADVIVH,YTHFTSPIKR,IYTHFTSPIK,SPIKRYA






LT
DVI,THFTSPIKRY,IKRYADVIVH



DISP1
c.2194_219
p.G732
EKVLPCIVIKFRYLWLFWFLALTVG[p.G
FLALTVGLA,ALTVGLAYI,LTVGLAYIV,WFLALTVGL,LALTV
SKCM



5GG>TT
L
732L]LAYIVCINPKMKLPSLELSEFQVFR
GLAY,FLALTVGLAY,ALTVGLAYIV,LAYIVCINPK,FWFLALTV






SS
GL,LALTVGLAYI



DISP1
c.2287C>T
p.R763
INPKMKLPSLELSEFQVFRSSHPFE[p.R7
RSSHPFECY,HPFECYDAE,CYDAEYKKLF,HPFECYDAEY,FRS
CRC




C
63C]CYDAEYKKLFMFERVHHGEELHM
SHPFECY






PIT




DISP2
c.3062T>C
p.F102
VAGTVLLTVGLLVLLEWQLNTAEAL[p.F
NTAEALSLS,EALSLSASV,LNTAEALSL,AEALSLSAS,LSLSAS
KIRC




1S
1021S]SLSASVGLSVDFTVNYCISYHLCP
VGL,ALSLSASVGL,SLSASVGLSV,QLNTAEALSL,NTAEALSL






HP
SA,WQLNTAEALS,AEALSLSASV



DKK2
c.689G>A
p.R230
KPVLHQGEVCTKQRKKGSHGLEIFQ[p.
EIFQHCDCA,FQHCDCAKGL,LEIFQHCDCA
CRC




H
R230H]HCDCAKGLSCKVWKDATYSSK







ARLHV




DLC1
c.1049C>T
p.A350
LATQEPTDNQVRLRKRKEIREDRDR[p.
RVRLDSMVL,RDRVRLDSM,VRLDSMVLL,REDRDRVRL,RV
CRC




V
A350V]VRLDSMVLLIMKLDQLDQDIEN
RLDSMVLL,EIREDRDRVR,KEIREDRDRV






ALST




DLC1
c.2222G>C
p.S741
ISALNGNRINVPMVRKRSVSNSTQT[p.
RSVSNSTQTT
BLCA,PRAD,




T
S741T]TSSSSQSETSSAVSTPSPVTRTRS

TGCT,THCA





LS




DLC1
c.666G>T
p.E222
ISLSEIKDAPKVNAVDTLNVKDIAP[p.E2
NVKDIAPDK
CRC




D
22D]DKQLLNSAVIAQQRRKPDPPKDE







NER




DLEU7
c.248C>T
p.A83V
RARPGPGREERGGGVGTRSRRTAAR[p.
RSRRTAARV,RTAARVNSP,RSRRTAARVN,RTAARVNSPE
ACC





A83V]VNSPEEEVVRGAEGGAELLPFPR







DRG




DLG2
c.1871C>T
p.S624
KRRVERKERARLKTVKFNAKPGVID[p.S
GVIDLKGSF,NAKPGVIDLK,DLKGSFNDKR
UCEC




L
624L]LKGSFNDKRKKSFIFSRKFPFYKNK







E




DLGA
c.1130de|G
p.G377
GLLGPETKAKARTYHYLQVPQDDWG[p.
WTRPGSTAV,TAAPRHLPK,ATSKPWGMR,VARMGRSPA,
STAD


P3

fs
G377fs]VTPPVARMGRSPAAGCGAAA
TSKPWGMRR,PVAPPAWTR,QVPQDDWGV,QSPDASPPV,S






TSKPWGMRRAETQTAAPRHLPKQSPD
TPGAPSLA,SPAAGCGAA,KPWGMRRAE,VPSPLDSSA,AR






ASPPVAPPAWTRPGSTAVSHPGSTPGA
MGRSPAA,RMGRSPAAG,GAAATSKPW,MRRAETQTA,RR






PSLATAVPSPLDSSAMS*
AETQTAA,TQTAAPRHL,KQSPDASPP,GSTPGAPSL,LATAV







PSPL,SPPVAPPAW,LQVPQDDWGV,KQSPDASPPV,SLATA







VPSPL,QTAAPRHLPK,ATSKPWGMRR,VARMGRSPAA,TS







KPWGMRRA,GMRRAETQTA,RAETQTAAPR,VSHPGSTPG







A,DWGVTPPVAR,VTPPVARMGR,DASPPVAPPA,SPAAGC







GAAA,KPWGMRRAET,VPSPLDSSAM,WGVTPPVARM,CG







AAATSKPW,MRRAETQTAA



DLL3
c.952G>C
p.D318
PRSFECTCPRGFYGLRCEVSGVTCA[p.D
VTCAHGPCF,CEVSGVTCAH,GVTCAHGPCF
BLCA




H
318H]HGPCFNGGLCVGGADPDSAYIC







HCPP




DMBT
c.4562G>T
p.R152
SRASTAGSESTLALRLVNGGDRCRG[p.
GLVEVLYQGS,RCRGLVEVLY
LUAD


1

1L
R1521L]LVEVLYQGSWGTVCDDYWDT







NDANVV




DMD
c.5316G>C
p.K177
DHCRKLVEPQISELNHRFAAISHRI[p.K1
ISHRINTGK,RINTGKASI,NTGKASIPL,AISHRINTGK,NTGKA
BRCA




2N
772N]NTGKASIPLKELEQFNSDIQKLLE
SIPLK,HRINTGKASI






PL




DMD
c.9584G>A
p.R319
NVPLCVDMCLNWLLNVYDTGRTGRI[p.
TGRTGRIHV,HVLSFKTGI,TGRIHVLSF,TGRIHVLSFK,RTGRI
CRC




5H
R3195H]HVLSFKTGIISLCKAHLEDKYR
HVLSF,RIHVLSFKTG,IFIVLSFKTGI






YLFK




DMPK
c.131G>A
p.R44H
AGVGPGLPGAGAPARPSPGRPPGAG[p.
HLRTGPGQV,HLRTGPGQVR
CESC





R44H]HLRTGPGQVRGRLLAVGPKSRV







FQSV




DMRT
c.133T>A
p.S45T
PGVPPQGRAGGFGKASGALVGAASG[p.
ALVGAASGT,GTSAGGSSR
ACC


1


S45T]TSAGGSSRGGGSGSGASDLGA







GSKKS




DMRT
c.317C>G
p.T106
RGGPQPRPPLAPQASPAGTGPRERC[p.
GPRERCSPA,GPRERCSPAG
KIRP


2

S
T106S]SPAGGGAEPRKLSRTPKCARCR







NHGV




DMXL
c.7236C>A
p.D241
GGGVKLVVKPRRQSENISAPPVLSE[p.D
EEIDKHRRRF
MM


2

2E
2412E]EIDKHRRRFNMRMLVPGRPVK







DATPP




DNAH
c.5558G>T
p.C185
GAPAGPAGTGKTETTKDLAKALGLL[p.
KALGLLFVV,LAKALGLLF,AKALGLLFV,LAKALGLLFV,FVVT
THCA


10

3F
C1853F]FVVTNCGEGMDYRAVGKIFSG
NCGEGM,DLAKALGLLF,AKALGLLFVV






LAQCG




DNAH
c.5663G>A
p.R188
DYRAVGKIFSGLAQCGAWGCFDEFN[p.
QIDASVLSV,EFNQIDASV,DEFNQIDAS,NQIDASVLSV,DEF
UCEC


10

8Q
R1888Q]QIDASVLSVISSAIQTIRNALI
NQIDASV






HQLT




DNAH
c.4099C>T
p.R136
QDIGPPAVKMLISAEGEGLVLPKKI[p.R
KKICVRSAV,CVRSAVEQW,CVRSAVEQWL,LVLPKKICVR,L
UCEC


14

7C
1367C]CVRSAVEQWLVNVEKSMFDVL
PKKICVRSA






KKERY




DNAH
c.10099G>
p.E336
LNLRIKYIIDHFTLSIYNNVCRSLF[p.E33
SLFQKDKLL,NVCRSLFQK,LFQKDKLLF,QKDKLLFSL,FQKDK
CESC


3
C
7Q
67Q]QKDKLLFSLLLTIGIMKQKKEITEEV
LLFSL,SLFQKDKLLF



DNAH
c.11465G>T
p.R382
QKLEISAETEVQINSAREEYRPVAT[p.R3
VATLGSILY,TLGSILYFL,ATLGSILYF,RPVATLGSI,EEYRP
LUAD


5

2L
822L]LGSILYFLITEMRLVNEMYQTSLR
VATL,PVATLGSILY,ATLGSILYFL,TLGSILYFLI,RPVATLG






QF
SIL,REEYRPVATL,VATLGSILYF



DNAH
c.2225G>A
p.R742
LFRETECMAQMGLEVSPLATSLFQK[p.
LFQKQDRYK,SLFQKQDRY,KQDRYKRNF,SLFQKQDRYK,TS
SKCM


5

Q
R742Q]QDRYKRNFSNMKMMLAEYQR
LFQKQDRY,LFQKQDRYKR,QKQDRYKRNF






VKSKIP




DNAH
c.2945G>A
p.R982
ELLSHFNHQNMDALLKVTRNTLEAI[p.
NTLEAIHKR,AIHKRIHSSH,NTLEAIHKRI,HKRIHSSHTI
CRC


5

H
R982H]HKRIHSSHTINFRDSNSASNMK







QNSL




DNAH
c.5389C>G
p.Q179
TIELDKPVMAEGNVEVWLNSLLEES[p.
ESESSLHLV,LLEESESSL,ESSLHLVIR,EESESSLHL,SESS
HNSC


5

7E
Q1797E]ESSLHLVIRQAAANIQETGFQL
LHLVI,SLLEESESSL,LEESESSLHL,EESESSLHLV






TEFL




DNAH
c.671G>A
p.R224
FLSSLEGFVNVLSGAQESLKEKVNL[p.R
LQKCDILEL,NLQKCDILEL,SLKEKVNLQK,LQKCDILELK
CRC


5

Q
224Q]QKCDILELKTLKEPTDYLTLANNP







ET




DNAH
c.9590G>A
p.R319
HVTPKSYLSFIQGYKFIYGEKHVEV[p.R3
EKHVEVQTL,HVEVQTLANR,GEKHVEVQTL,VEVQTLANR
OV


5

7Q
197Q]QTLANRMNTGLEKLKEASESVA
M






ALSK




DNAH
c.9706G>A
p.D323
KEASESVAALSKELEAKEKELQVAN[p.D
ANNKADMVLK,QVANNKADMV,LQVANNKADM,KELQV
SKCM


5

6N
3236N]NKADMVLKEVTMKAQAAEKV
ANNKA






KAEVQK




DNAH
c.8882G>A
p.R296
LCKGRDIPCSDDCSLMGTLGEAVTI[p.R
IQTWNIAGL,GEAVTIQTW,TIQTWNIAGL,EAVTIQTWNI
UCEC


7

1Q
2961Q]QTWNIAGLPSDSFSIDNGIIIMN







ARR




DNAH
c.4639G>A
p.D154
LESIFTGSEDIRAQLPQDSKRFEGI[p.D1
NIDFKELAY,RFEGINIDF,SKRFEGINI,RFEGINIDFK,
CRC


9

7N
547N]NIDFKELAYDAQKIPNVVQTTNK
INIDFKELAY,KRFEGINIDF






PGL




DNAH
c.8979C>G
p.S299
KFPAIVNCTAIHWFHEWPQQALESV[p.
SVRLRFLQN,RLRFLQNTE,QALESVRLR,QQALESVRL,
LUAD


9

3R
S2993R]RLRFLQNTEGIEPTVKQSISKF
ALESVRLRF,LESVRLRFL,SVRLRFLQNT,RLRFLQNTEG,






MAFV
QALESVRLRF



DNAI2
c.691G>T
p.V231
PNKPELALKPSSPLVTLEFNPKDSH[p.V2
NPKDSHLLL,SHLLLGGCY,LEFNPKDSHL
LUAD




L
31L]LLLGGCYNGQIACWDTRKGSLVAE







LS




DNAJ
c.578de|A
p.K193
AVVWSIYLEKQLDELLSRKKREKKK[p.K
RVWMYQNSV,RLAARVWMY,MYQNSVLQK,VWMYQNS
STAD


C1

fs
193fs]RLAARVWMYQNSVLQKKMKD
VL,REKKKRLAA,KKRLAARVW,KRLAARVWM,WMYQNSV






C*
LQ,WMYQNSVLQK,KKRLAARVWM,RVWMYQNSVL,MY







QNSVLQKK,KRLAARVWMY,YQNSVLQKKM,KKKRLAARV







W,ARVWMYQNSV



DNAJ
c.239T>A
p.I80K
FKKLALKLHPDKNPNNPNAHGDFLK[p.I
NAHGDFLKK,KNRAYEVLK,LKKNRAYEV,KKNRAYEVL,FLKK
MM


C10


80K]KNRAYEVLKDEDLRKKYDKYGEKG
NRAYEV,GDFLKKNRAY,LKKNRAYEVL






LE




DNAJ
c.404G>A
p.R135
DLMLEESDKTHTTKMENEECNEQRE[p.
EQREKKKEEL,KKKEELASTA
MM


C12

K
R135K]KKKEELASTAEKTEQKEPKPLEK







SVS




DNAJ
c.3742G>A
p.E124
TPRLQSNTRALYQYCPIPIINYPQL[p.E1
PIINYPQLK,KNELFCNIY,YPQLKNELF,LKNELFCNI,QLKN
UCEC


C13

8K
248K]KNELFCNIYYLKQLCDTLRFPDWP
ELFCNI,NYPQLKNELF,KNELFCNIYY,INYPQLKNEL,LKNE






IK
LFCNIY



DNAJ
c.181G>A
p.E61K
LMYHPDKQSTDVPAGTVEECVQKFI[p.
KFIKIDQAW,FIKIDQAWK,IKIDQAWKI,FIKIDQAWKI,KFIKI
CRC


C24


E61K]KIDQAWKILGNEETKREYDLQRC
DQAWK,QKFIKIDQAW,IKIDQAWKIL






EDD




DNAS
c.634G>A
p.D212
CASLTKKRLDKLELRTEPGFHWVIA[p.D
VIANGEDTTV
CESC


E1L1

N
212N]NGEDTTVRASTHCTYDRVVLHG







ERCR




DNM2
c.1134G>C
p.E378
TLELSGGARINRIFHERFPFELVKM[p.E3
LVKMDFDEK,FPFELVKMDF
LIHC




D
78D]DFDEKDLRREISYAIKNIHGVRTGL







F




DNM2
c.2371_2
p.P791
QRRPVSSIHPPGRPPAVRGPTPGPP[p.
LLLGAPNPI,CSRGGSSLL,SRGGSSLLL,NPIPAWTPE,IPAWT
STAD



372insC
fs
P791fs]PDSCSRGGSSLLLGAPNPIPAW
PERV,SLLLGAPNPI,LLGAPNPIPA,CSRGGSSLLL,NPIPAWT






TPERVCQQ*
PER,LGAPNPIPAW



DNMB
c.232A>C
p.T78P
SSFVEIVTIPSLKEGERLFVCICEF[p.T
FPSQELDNL
KIRC


P


78P]PSQELDNLPLHRGDLVILDGIPTAGW




DNMT
c.1294G>A
p.E432
LTCFSVYCKHGHLCPIDTGLIEKNI[p.E4
GLIEKNIKL,KLFFSGSAK,IEKNIKLFF,IKLFFSGSA,NIKLFFSGS
CRC


1

K
32K]KLFFSGSAKPIYDDDPSLEGGVNGK
A,GLIEKNIKLF






N




DNMT
c.151G>A
p.E51K
RRLKDLERDSLTEKECVKEKLNLLH[p.E5
KLNLLHKFL,KEKLNLLHK,EKLNLLHKF,LLHKFLQTEI,KEKLN
UCEC


1


1K]KFLQTEIKNQLCDLETKLRKEELSEE
LLHKF



DNMT
c.2984G>A
p.R995
PEHYRKYSDYIKGSNLDAPEPYRIG[p.R9
QIKEIFCPK,RIGQIKEIF,GQIKEIFCPK,QIKEIFCPKK,APE
TGCT


1

Q
95Q]QIKEIFCPKKSNGRPNETDIKIRVN
PYRIGQI,YRIGQIKEIF






K




DNMT
c.4591G>C
p.E153
RHNHWAGLYGRLEWDGFFSTTVTNP[p.
VTNPQPMGK,TTVTNPQPM,QPMGKQGRV,TVTNPQPM
CRC


1

1Q
E1531Q]QPMGKQGRVLHPEQHRVV
GK,QPMGKQGRVL,STTVTNPQPM






SVRECARS




DNMT
c.2207G>A
p.R736
NDLSIVNPARKGLYEGTGRLFFEFY[p.R
HLLHDARPK,FYHLLHDAR,FEFYHLLHD,EFYHLLHDAR,FEF
LAML


3A

H
736H]HLLHDARPKEGDDRPFFWLFEN
YHLLHDA






VVAM




DNMT
c.2644C>T
p.R882
DILWCTEMERVFGFPVHYTDVSNMS[p.
VSNMSCLAR,NMSCLARQR,DVSNMSCLA,YTDVSNMSCL,
LAML


3A

C
R882C]CLARQRLLGRSWSVPVIRHLFA
NMSCLARQRL,CLARQRLLGR,DVSNMSCLAR,SNMSCLAR






PLKE
QR



DNMT
c.2645G>A
p.R882
DILWCTEMERVFGFPVHYTDVSNMS[p.
YTDVSNMSH,VSNMSHLAR,MSHLARQRL,NMSHLARQR,
LAML


3A

H
R882H]HLARQRLLGRSWSVPVIRHLF
DVSNMSHLA,YTDVSNMSHL,HLARQRLLGR,MSHLARQRL






APLKE
L,DVSNMSHLAR,SNMSHLARQR,NMSHLARQRL



DNMT
c.274C>T
p.R92
TQDLTGDGDGEDGDGSDTPVMPKLF[p.
VMPKLFWET,KLFWETRTR,MPKLFWETR,TPVMPKLFW,V
CRC


3B

W
R92W]WETRTRSESPAVRTRNNNSV
MPKLFWETR






SSRERH




DOCK
c.2590G>A
p.E864
SKMFTEFILNVPMGLLTIQKLYCLI[p.E8
KLYCLIKIV,IQKLYCLIK,IKIVHSDLF,CLIKIVHSDL,TIQKLY
CRC


1

K
64K]KIVHSDLFTQHDCREILLPMMTDQ
CLIK,LIKIVHSDLF,IQKLYCLIKI






LK




DOCK
c.5489C>T
p.A183
NENILVEQLYMCVEFLWKSERYELI[p.A
LIVDVNKPI,ELIVDVNKPI,WKSERYELIV,SERYELIVDV
CRC


10

0V
1830V]VDVNKPIIAVFEKQRDFKKLSDL







YYD




DOCK
c.505C>G
p.Q169
FEIDEDCEKDEDSSSLCSQKGGVIK[p.Q
VIKEGWLHKA,GVIKEGWLHK,KEGWLHKANV
TGCT


11

E
169E]EGWLHKANVNSTITVTMKVFKR







RYFY




DOCK
c.3547C>T
p.R118
ELFSLLTQLFGPYPSLLEKVEQETW[p.R1
TWCETGISF,QETWCETGI,VEQETWCET,CETGISFVT,ETW
CRC


3

3C
183C]CETGISFVTSVTRLMERLLDYRDC
CETGISF,CETGISFVTS






MK




DOCK
c.529G>A
p.E177
IDHGNRMLGLDLVVRDDNGNILDPD[p.
KTSTIALFK,ILDPDKTSTI,KTSTIALFKA,DPDKTSTIAL
CRC


5

K
E177K]KTSTIALFKAHEVASKRIEEKIQE







EK




DOCK
c.3332
p.L111
TLISMRLEFLRILCSHEHYLNLNLF[p.L11
HYLNLNLFL
KICH


8
de|T
1fs
11fs]L*




DOCK
c.531_532
p.A177
HKTLPKQTFESETLECSEPAAQAGP[p.A
AQAGPPPLK,RAVRRVWER,GPPPLKRAV,AAQAGPPPL,LK
KIRC


8
insG
fs
177fs]PPLKRAVRRVWERPRHCL*
RAVRRVW,AAQAGPPPLK,AVRRVWERPR,RVWERPRHCL



DOK5
c.820C>T
p.R274
KMSERAASLSTMVPLPRSAYWQHIT[p.
SAYWQHITW,YWQHITWQH,WQHSTGQLY,WQHITWQH
CRC




W
R274W]WQHSTGQLYRLQDVSSPLKLH
S,RSAYWQHITW,YWQHITWQHS,WQHSTGQLY,WQHIT






RTETF
WQHST,ITWQHSTGQL



DOK7
c.1382G>A
p.G461
GQTSAGCPSGWLGTRRRGLVMEAPQ[p.
APQDSEATL,MEAPQDSEA,MEAPQDSEAT
ACC




D
G461D]DSEATLPGPAPGEPWEAGG







PHAGPPP




DOPE
c.3586G>A
p.E119
KAGAKLSLVRVDSDKTQASESFSSD[p.E
ASESFSSDK,KEADLELQA,QASESFSSDK,KEADLELQAL,SES
BLCA


Y2

6K
1196K]KEADLELQALTTSRLLKQQRER
FSSDKEA






QEAV




DOPE
c.6143A>C
p.Y204
FEQKAMLLKRQAFAVFSGELDQYHL[p.
SLPLIQERL,QYHLSLPLI,LSLPLIQER,DQYHLSLPL,GELDQYH
KIRC


Y2

8S
Y2048S]SLPLIQERLTDNLRVGQTSIVA
LS,HLSLPLIQER,GELDQYHLSL,LDQYHLSLPL,DQYHLSLPLI,






AQMF
LSLPLIQERL



DPCR
c.2302_23
p.L768
NRERTANENTTPSPAQPTENGDRTP[p.
TENGDRTPA
KIRC


1
04de|TTG
de|
L768de|]ANEKTTPSLAEPTENGKRTPF







ANEKTTS




DPEP1
c.31G>T
p.V11L
MWSGWWLWPL[p.V11L]LAVCTADFF
WLWPLLAVC,GWWLWPLLA,WWLWPLLAV,LLAVCTADF,
BRCA





RDEAERIMRDSPVIDGH
SGWWLWPLL,LAVCTADFF,WPLLAVCTA,WLWPLLAVCT,







WSGWWLWPLL,GWWLWPLLAV,LAVCTADFFR,LLAVCTA







DFF



DPP10
c.547G>A
p.V183
TASYVIYNIHTREVWELNPPEVEDS[p.V
EVEDSILQY,ILQYAAWGV,VEDSILQYA,NPPEVEDSI,SILQY
GBM




I
183I]ILQYAAWGVQGQQLIYIFENNIYY
AAWGV,EVEDSILQYA,PEVEDSILQY,VEDSILQYAA






QP




DPP6
c.2271G>T
p.L757
TFTCGSALSPITDFKLYASAFSERY[p.L75
FSERYFGLH,AFSERYFGL,ASAFSERYF,ERYFGLHGL,SAFSE
LUAD




F
7F]FGLHGLDNRAYEMTKVAHRVSALE
RYFGL,YASAFSERYF,SERYFGLHGL






EQ




DPP8
c.493G>A
p.G165
QATLDYGMYSREEELLRERKRIGTV[p.G
RKRIGTVRI,IGTVRIASY,TVRIASYDY,KRIGTVRIA,GTVRIAS
CRC




R
165R]RIASYDYHQGSGTFLFQAGSGIY
YDY,RERKRIGTVR,RIGTVRIASY,TVRIASYDYH,RKRIGTVRI






HVK
A



DPY19
c.1134C>A
p.F378
ILKYLTSKIFGIADDAHIGNLLTSK[p.F37
LTSKLFSYK,LLTSKLFSY,GNLLTSKLF,SKLFSYKDF,KLFSYK
CRC


LI

L
8L]LFSYKDFDTLLYTCAAEFDFMEKETP
DFDT,LLTSKLFSYK,NLLTSKLFSY,IGNLLTSKLF



DPY19
c.745G>T
p.V249
MLLVTHILRATKLYRGSLIALCISN[p.V24
LIALCISNL,CISNLFFML,IALCISNLF,LFFMLPWQF,ALCISNL
KIRP


L1

L
9L]LFFMLPWQFAQFVLLTQIASLFAVY
FF,LCISNLFFM,SNLFFMLPW,SLIALCISNL,ALCISNLFFM,IA






V
LCISNLFF,NLFFMLPWQF,LIALCISNLF,ISNLFFMLPW



DPY19
c.628A>G
p.M21
INAIKRFHLYPEVIIASWYCTFMGI[p.M2
CTFMGIVNL,CTFMGIVNLF,SWYCTFMGIV
PRAD


L2

0V
10V]VNLFGLETKTCWNVTRIEPLNEVQ







SC




DQX1
c.1514G>A
p.R505
ASCEFDCVDEMLTLAAMLTAAPGFT[p.
APGFTHPPL,MLTAAPGFTH
GBM




H
R505H]HPPLSAEEAALRRALEHTDGDH







SSLI




DRD5
c.825C>A
p.S275
RIAQVQIRRISSLERAAEHAQSCRS[p.S2
HAQSCRSRA,RSRAACAPD,AQSCRSRAA,RSRAACAPDT,R
GBM




R
75R]RAACAPDTSLRASIKKETKVLKTLS
AACAPDTSL,AQSCRSRAAC






V




DSG4
c.383G>T
p.R128
NPRTGEINITSVVDREITPLFLIYC[p.R12
FLIYCLALN,IYCLALNSR,TPLFLIYCL,FLIYCLALNS,ITPLFLIYC
LUAD




L
8L]LALNSRGEDLERPLELRVKVMDIND
L,LIYCLALNSR,TPLFLIYCLA






N




DSP
c.478C>G
p.R160
CDAYQKRLLQLQEQMRALVKAISVP[p.
AISVPGVRR,KAISVPGVR,GVRRASSKG,YKAISVPGV,KAISV
HNSC




G
R160G]GVRRASSKGGGGYTCQSGSG
PGVRR,LYKAISVPGV






WDEFTK




DST
c.13228
p.A441
TICGKSVERQNKLEEALLFSGQFTD[p.A
FTDSLQALI,SLQALIDWL,FSGQFTDSL,GQFTDSLQA,FTDSL
LUAD



G>T
0S
4410S]SLQALIDWLYRVEPQLAEDQPV
QALID,SLQALIDWLY,GQFTDSLQAL,QFTDSLQALI






HGDI




DST
c.5300C>A
p.S176
ITLTRSLSVQDGLDEMLDWMGNVES[p.
WMGNVESYL,MGNVESYLK,YLKEQGQVPL,WMGNVESYL
UCEC




7Y
S1767Y]YLKEQGQVPLNSTALQDIISKN
K,DWMGNVESYL,ESYLKEQGQV,LDWMGNVESY






IMLE




DSTN
c.301_302
p.F101
KDCRYALYDASFETKESRKEELMFF[p.F
LMFFFVGTR,GTRTSTSEK,ELMFFFVGT,RKEELMFFF,EELM
STAD



insT
fs
101fs]FVGTRTSTSEK*
FFFVG,KEELMFFFV,LMFFFVGTRT,ELMFFFVGTR,SRKEEL







MFFF,FFFVGTRTST,EELMFFFVGT,KEELMFFFVG



DUOX
c.2640C>A
p.F880
SPEDKSRLMFTMYDLDENGFLSKDE[p.
FLSKDELFT,GFLSKDELF,LFTMMRSFI,ELFTMMRSF,LSKDE
CRC


2

L
F880L]LFTMMRSFIEISNNCLSKAQLAE
LFTM,SKDELFTMM,DELFTMMRS,FLSKDELFTM,ELFTM






VVE
MRSFI,NGFLSKDELF,LSKDELFTMM,DELFTMMRSF



DVL2
c.1801
p.A601
YGGGSASSQHSEGSRSSGSTRSDGG[p.
ALLHPEAQL,SLSPPAEGA,GAAFGGVGK,GPPSPSPAV,SPP
CRC



de|G
fs
A601fs]QGARGGPRSGPPSPSPAVAVS
AEGAAF,EPTQGSIPM,IPMDRPLAW,RPLAWPSPT,VGKQV






LSPPAEGAAFGGVGKQVGLAMGALLH
GLAM,KQVGLAMGA,PEAQLGVPL,AQLGVPLIS,GSIPMDR






PEAQLGVPLISEPTQGSIPMDRPLAWPS
PL,LAWPSPTTP,AEGAAFGGV,AMGALLHPEA,LLHPEAQL






PTTP*
GV,AVAVSLSPPA,SLSPPAEGAA,KQVGLAMGAL,LISEPTQ







GSI,STRSDGGQGA,RSGPPSPSPA,SPSPAVAVSL,HPEAQL







GVPL,RPLAWPSPTT,LSPPAEGAAF,GVGKQVGLAM,SEPT







QGSIPM,PEAQLGVPLI,AEGAAFGGVG



DVL2
c.197T>G
p.V66G
GDFKSVLQRPAGAKYFFKSMDQDFG[p.
SMDQDFGGV,KSMDQDFGGV,SMDQDFGGVK
GBM





V66G]GVKEEISDDNARLPCFNGRVVS







WLVS




DYNC
c.2649G>T
p.E883
KEWIVIGQVDMEALVEKHLFTVHDW[p.
HLFTVHDWDK,TVHDWDKNFK,HDWDKNFKAL
UCEC


2H1

D
E883D]DKNFKALKIKGKEVERLPSAVK







VDCL




DYRK1
c.1633
p.Q545
DVPHKTHQAPASASSLPGTGAQLPP[p.
HHQPHHHPR,LVVPHHQPH,SPDTLVVPH,LPPSPDTLV,QL
STAD


B
de|C
fs
Q545fs]SPDTLWPHHQPHHHPRS*
PPSPDTLV,AQLPPSPDTL,LPPSPDTLVV



DYRK4
c.1402
p.K468
TASRRQTFFDSKGFPKNITNNRGKK[p.K
TQIPRTSRW,DTQIPRTSR,RGKKDTQIPR
STAD



de|A
fs
468fs]DTQIPRTSRWC*




DZIP3
c.964A>C
p.M32
NLKYPGENDQSFSGKKCLKEGCTGD[p.
KEGCTGDLV,CLKEGCTGDL
LUAD




2L
M322L]LVRMLQCDVPGIVKILFEWRK







DEYI




E2F7
c.272T>G
p.I91S
PITPVKFVDRQQAEPWTPTANLKML[p.
NLKMLSSAA,LKMLSSAAS,KMLSSAASP,MLSSAASPDI,LK
TGCT





I91S]SSAASPDIRDREKKKGLFRPIENKD
MLSSAASP






D




EAF2
c.327de|A
p.V109
CILIINHDTGECRLEKLSSNITVKK[p.V10
ITVKKQELK,IVKNNSNNK,KQELKEAVK,KKQELKEAV,QELK
STAD




fs
9fs]QELKEAVKFSIVKNNSNNKCGIQPG
EAVKF,KEAVKFSIV,CGIQPGLPI,SIVKNNSNNK,ELKEAVKF






LPIL*
SI,KQELKEAVKF,CGIQPGLPIL



EBAG
c.559G>A
p.E187
EEDAAWQAEEVLRQQKLADREKRAA[p.
RAAKQQRKK,KQQRKKMEK,RAAKQQRKKM
CRC


9

K
E187K]KQQRKKMEKEAQRLMKKEQN







KIGVKL




EBF1
c.1058A>G
p.D353
SYKSKQFCKGTPGRFIYTALNEPTI[p.D3
ALNEPTIGY,PTIGYGFQR,NEPTIGYGF,IGYGFQRLQK,GYG
TGCT




G
53G]GYGFQRLQKVIPRHPGDPERLPKE
FQRLQKV,TALNEPTIGY,LNEPTIGYGF






VI




EBPL
c.565C>G
p.L189
YCWLYLFFFNGVWVLIPGLLLWQSW[p.
GLLLWQSWV,LLWQSWVEL,WQSWVELKK,LLLWQSWVE
KICH,KIRP,




V
L189V]VELKKMHQKETSSVKKFQ*
L,LLWQSWVELK,WQSWVELKKM
TGCT


EBPL
c.587A>C
p.Q196
FFNGVWVLIPGLLLWQSWLELKKMH[p.
KMHPKETSS,KMHPKETSSV
KICH




P
Q196P]PKETSSVKKFQ*




ECE2
c.760G>A
p.D254
DRGVSPCEDFYQFSCGGWIRRNPLP[p.
NGRSRWNTF,NPLPNGRSRW
CESC




N
D254N]NGRSRWNTFNSLWDQNQAIL







KHLLEN




ECI2
c.164A>G
p.K55R
HMNRTAMRASQKDFENSMNQVKLLK[p.
LLKRDPGNEV,SMNQVKLLKR
TGCT





K55R]RDPGNEVKLKLYALYKQATEGP







CNMP




ECM1
c.796G>A
p.E266
EIGYSRCCHCRSHTNRLECAKLVWE[p.E
KAMSRFCEA,VWEKAMSRF,LVWEKAMSR,AKLVWEKAM,
BLCA




K
266K]KAMSRFCEAEFSVKTRPHWCCT
WEKAMSRFC,KLVWEKAMSR,LVWEKAMSRF,CAKLVWEK






RQGE
AM



EDA
c.174G>C
p.L58F
RAGEGNSCLLFLGFFGLSLALHLLT[p.L5
HLLTFCCYL,LTFCCYLEL,SLALHLLTF,TFCCYLELR,LHLLTFCC
HNSC





8F]FCCYLELRSELRRERGAESRLGGSGT
Y,LLTFCCYLEL,SLALHLLTFC,LTFCCYLELR,LSLALHLLTF,AL







HLLTFCCY



EDNR
c.1349T>G
p.L450
SRILKLTLYNQNDPNRCELLSFLLV[p.L4
LSFLLVWDY,LLVWDYIGI,SFLLVWDYI,WDYIGINMA,FLLV
CRC


B

R
50R]WDYIGINMASLNSCINPIALYLVSK
WDYIGI,LLSFLLVWDY,CELLSFLLVW,LVWDYIGINM






R




EEA1
c.1709
p.N570
EREDLYAKIQAGEGETAVLNQLQEK[p.
QLQEKTIHY,QLQEKTIHYR,NQLQEKTIHY
STAD



de|A
fs
N570fs]TIHYRSK*




EEF1A
c.1294_12
p.T432
GKPMCVESFSDYPPLGRFAVRDMRQ[p.
QLVAVGVIK,AVRDMRQLV,FAVRDMRQL,RDMRQLVAV,RQLV
LIHC


1
95AC>TT
L
T432L]LVAVGVIKAVDKKAAGAGKVT
AVGVI,QLVAVGVIKA,LVAVGVIKAV,AVRDMRQLVA,






KSAQKA
RQLVAVGVIK,FAVRDMRQLV



EEF1A
c.1253A>C
p.Y418
SLKSGDAAIVEMVPGKPMCVESFSQ[p.
ESFSQSPPL,SPPLGRFAV,SQSPPLGRF,SFSQSPPLGR,VESF
BLCA,TGCT


2

S
Y418S]SPPLGRFAVRDMRQTVAVGVIK
SQSPPL,FSQSPPLGRF,SQSPPLGRFA






NVEK




EEF1B
c.127A>G
p.S43G
YLADKSYIEGYVPSQADVAVFEAVS[p.S
EAVSGPPPA,FEAVSGPPP,FEAVSGPPPA
KIRP,PRAD,


2


43G]GPPPADLCHALRWYNHIKSYEKEK

SKCM





AS




EEF2K
c.2017G>A
p.E673
TDCDEGGEYDGMQDEPRYMMLAREA
MMLAREAKM,MLAREAKML,YMMLAREAK,AKMLFTGGY,
BLCA




K
[p.E673K]KMLFTGGYGLEKDPQRSGDL
LAREAKMLF,REAKMLFTG,YMMLAREAKM,MMLAREAK






YTQAAE
ML,KMLFTGGYGL,MLAREAKMLF,RYMMLAREAK,EAKML







FTGGY,REAKMLFTGG



EFCAB
c.793G>C
p.E265
MEQQIKSEKEQFLLKDTERFQARSQ[p.
RFQARSQQL,RSQQLEQKL,SQQLEQKLL,QARSQQLEQK,E
LUAD


4B

Q
E265Q]QLEQKLLCKEQELEQLTQKQKR
RFQARSQQL,FQARSQQLEQ,RSQQLEQKLL






LEGQ




EFCAB
c.1136G>A
p.R379
NWKQFLTSFHEPQGLQVSSKGPLTK[p.
SSKGPLTKK,GPLTKKNSI,VSSKGPLTKK,LTKKNSINSR
BLCA,GBM,


6

K
R379K]KNSINSRNESHKENIITKLFRHTE

PRAD





DH




EFCAB
c.3004G>A
p.E100
DQSKTNYISICKMQEVLEECGCSLT[p.E
SLTKGELTHL
HNSC


6

2K
1002K]KGELTHLLNSWGVSRHDNAINY







LDFL




EGFR
c.1786C>T
p.P596
CTGRGPDNCIQCAHYIDGPHCVKTC[p.
CVKTCSAGV,VKTCSAGVM,CVKTCSAGVM
GBM




S
P596S]SAGVMGENNTLVWKYADAGH







VCHLCH




EGFR
c.1787C>T
p.P596
CTGRGPDNCIQCAHYIDGPHCVKTC[p.
CVKTCLAGV,GPHCVKTCL,VKTCLAGVM
GBM




L
P596L]LAGVMGENNTLVWKYADAGH







VCHLCH




EGFR
c.1793G>C
p.G598
GRGPDNCIQCAHYIDGPHCVKTCPA[p.
CVKTCPAAV,VKTCPAAVM,AVMGENNTL,AVMGENNTLV,
GBM




A
G598A]AVMGENNTLVWKYADAGHVC
CVKTCPAAVM,AAVMGENNTL






HLCHPN




EGFR
c.1793G>T
p.G598
GRGPDNCIQCAHYIDGPHCVKTCPA[p.
CVKTCPAVV,VKTCPAVVM,VVMGENNTLV,CVKTCPAVV
GBM




V
G598V]VVMGENNTLVWKYADAGHVC
M






HLCHPN




EGFR
c.185T>G
p.L62R
KLTQLGTFEDHFLSLQRMFNNCEVV[p.
MFNNCEVVR,EVVRGNLEI,VRGNLEITY,RMFNNCEVVR,V
GBM





L62R]RGNLEITYVQRNYDLSFLKTIQEV
VRGNLEITY,CEVVRGNLEI






AG




EGFR
c.2125G>A
p.E709
QERELVEPLTPSGEAPNQALLRILK[p.E7
RILKKTEFK,ILKKTEFKK,QALLRILKK,LRILKKTEF,R
GBM




K
09K]KTEFKKIKVLGSGAFGTVYKGLWIP
ILKKTEFKK,NQALLRILKK,LLRILKKTEF






E




EGFR
c.2156G>C
p.G719
PSGEAPNQALLRILKETEFKKIKVL[p.G7
ASGAFGTVY,VLASGAFGT,LASGAFGTV,KIKVLASGA,KVLA
LUAD




A
19A]ASGAFGTVYKGLWIPEGEKVKIPV
SGAFG,IKVLASGAF,KKIKVLASG,VLASGAFGTV,ASGAFGT






AI
VYK,KIKVLASGAF,LASGAFGTVY,KKIKVLASGA,TEFKKIKVL







A



EGFR
c.2235_224
p.ELRE
GAFGTVYKGLWIPEGEKVKIPVAIK[p.E
AIKTSPKANK,KVKIPVAIKT,KTSPKANKEI
LUAD



9de|GGAAT
A746de|
LREA746de|]TSPKANKEILDEAYVMAS





TAAGAGAA

VDNPHVCRLLGICLTSTVQLIT





GC






EGFR
c.2303G>T
p.S768
AIKELREATSPKANKEILDEAYVMA[p.S
MAIVDNPHV,VMAIVDNPH,DEAYVMAIV,LDEAYVMAI,IL
LUAD




I
768I]IVDNPHVCRLLGICLTSTVQLITQL
DEAYVMAI,VMAIVDNPHV,AIVDNPHVCR,YVMAIVDNPH,






M
DEAYVMAIVD



EGFR
c.2512C>A
p.L838
YLLNWCVQIAKGMNYLEDRRLVHRD[p.
RLVHRDMAA,DMAARNVLV,MAARNVLVK,LVHRDMAAR,
KIRC




M
L838M]MAARNVLVKTPQHVKITDFGL
RDMAARNVL,RLVHRDMAAR,DMAARNVLVK,HRDMAA






AKLLG
RNVL,RDMAARNVLV



EGFR
c.2573T>G
p.L858
LVHRDLAARNVLVKTPQHVKITDFG[p.L
KITDFGRAK,HVKITDFGR,FGRAKLLGA,HVKITDFGRA,RAK
LUAD




R
858R]RAKLLGAEEKEYHAEGGKVPIKW
LLGAEEK






MAL




EGFR
c.2582T>A
p.L861
RDLAARNVLVKTPQHVKITDFGLAK[p.L
LAKQLGAEEK,KQLGAEEKEY
LUSC




Q
861Q]QLGAEEKEYHAEGGKVPIKWMA







LESI




EGFR
c.323G>A
p.R108
QEVAGYVLIALNTVERIPLENLQII[p.R10
QIIKGNMYY,LQIIKGNMY,LQIIKGNMYY,KGNMYYENSY
GBM




K
8K]KGNMYYENSYALAVLSNYDANKTG







LK




EGFR
c.754C>T
p.R252
SPSDCCHNQCAAGCTGPRESDCLVC[p.
RESDCLVCC
GBM




C
R252C]CKFRDEATCKDTCPPLMLYNPT







TYQM




EGFR
c.865G>A
p.A289
CPPLMLYNPTTYQMDVNPEGKYSFG[p.
YSFGTTCVK,TTCVKKCPR,GKYSFGTTC,YSFGTTCVKK,KYSF
GBM




T
A289T]TTCVKKCPRNYVVTDHGSCVR
GTTCVK,GTTCVKKCPR,GKYSFGTTCV






ACGAD




EGFR
c.866C>A
p.A289
CPPLMLYNPTTYQMDVNPEGKYSFG[p.
YSFGDTCVK,DTCVKKCPR,GKYSFGDTC,YSFGDTCVKK,KYS
GBM




D
A289D]DTCVKKCPRNYVVTDHGSCVR
FGDTCVK,GKYSFGDTCV






ACGAD




EGFR
c.866C>T
p.A289
CPPLMLYNPTTYQMDVNPEGKYSFG[p.
YSFGVTCVK,KYSFGVTCV,VTCVKKCPR,GKYSFGVTC,YSFG
GBM




V
A289V]VTCVKKCPRNYVVTDHGSCVR
VTCVKK,KYSFGVTCVK,GVTCVKKCPR,GKYSFGVTCV






ACGAD




EGFR
c.910C>T
p.H304
VNPEGKYSFGATCVKKCPRNYVVTD[p.
VVTDYGSCV,YVVTDYGSCV,WTDYGSCVR,CPRNYVVTDY
GBM




Y
H304Y]YGSCVRACGADSYEMEEDGVR







KCKKC




EGR1
c.27G>C
p.Q9H
MAAAKAEM[p.Q9H]HLMSPLQISDPF
AAKAEMHLM,AEMHLMSPL,MHLMSPLQI,MAAAKAEMH
MM





GSFPHSPTMDNYPK
L,AAAKAEMHLM,KAEMHLMSPL,EMHLMSPLQI,AEMHL







MSPLQ



EGR1
c.994de|C
p.P332
TSYQSQLIKPSRMRKYPNRPSKTPP[p.P
LTLAQWSPV,TLAQWSPVI,AQWSPVIAA,KQTKVLWPL,VI
STAD




fs
332fs]TNALTLAQWSPVIAASPAPTSSP
AASPAPT,AMNARGIPR,RLLPLTRPR,RLLPLIHPR,ATSASTQ






ATSASTQARSPSSAASACATSAAATTSP
AR,STCGRRTRK,CTVASPPRR,LWPLRPPPL,STQARSPSS,Q






PTSAPTQAKSPSPATSVEESLPGAMNA
ARSPSSAA,RSPSSAASA,ASACATSAA,KSPSPATSV,RSTCG






RGIPRSTCGRRTRKQTKVLWPLRPPPLS
RRTR,RTRKQTKVL,QTKVLWPLR,PTRPRLLPL,RPRLLPLTR,






LPTRPRLLPLTRPRLLPLIHPRPPPHTHPL
LTRPRLLPL,LIHPRPPPH,SLPGAMNAR,ESLPGAMNA,SPVI






CPPPSPLPAPRPTHPLCTVASPPRRWPP
AASPA,SPAPTSSPA,RPPPLSLPT,LPLTRPRLL,RPRLLPLIH,H






RTPLFPLLSRPRSAASLPQLSPTPSAPPQ
PRPPPHTH,RPPPHTHPL,SPLPAPRPT,APRPTHPLC,RPTHP






GFRT*
LCTV,SLPTRPRLL,SKTPPTNAL,TQARSPSSA,TQAKSPSPA,







VEESLPGAM,LSLPTRPRL,CPPPSPLPA,ALTLAQWSPV,TLA







QWSPVIA,VLWPLRPPPL,RLLPLTRPRL,GAMNARGIPR,RS







TCGRRTRK,KTPPTNALTL,STQARSPSSA,ASACATSAAA,RG







IPRSTCGR,CGRRTRKQTK,RTRKQTKVLW,KQTKVLWPLR,K







VLWPLRPPP,LTRPRLLPLI,HTHPLCPPPS,ESLPGAMNAR,W







SPVIAASPA,TTSPPTSAPT,RPSKTPPTNA,SPAPTSSPAT,AP







TSSPATSA,SPATSASTQA,SPATSVEESL,LPGAMNARGI,W







PLRPPPLSL,LPTRPRLLPL,HPLCPPPSPL,LPAPRPTHPL,APR







PTHPLCT,RPTHPLCTVA,LTLAQWSPVI,AQWSPVIAAS,TQ







ARSPSSAA,TQAKSPSPAT,AKSPSPATSV,RKQTKVLWPL,LS







LPTRPRLL,EESLPGAMNA



EGR2
c.1105G>A
p.E369
SKTPVHERPYPCPAEGCDRRFSRSD[p.E
RRFSRSDKL
CLL




K
369K]KLTRHIRIHTGHKPFQCRICMRNF







SR




EGR2
c.1169G>A
p.R390
SRSDELTRHIRIHTGHKPFQCRICM[p.R
RICMHNFSR,HNFSRSDHL,FQCRICMHNF,CMHNFSRSDH,
CRC




H
390H]HNFSRSDHLTTHIRTHTGEKPFA
MHNFSRSDHL






CDY




EGR2
c.1189C>A
p.H397
RHIRIHTGHKPFQCRICMRNFSRSD[p.H
RNFSRSDNL,RSDNLTTHI,MRNFSRSDNL,FSRSDNLTTH,SR
CLL




N
397N]NLTTHIRTHTGEKPFACDYCGRK
SDNLTTHI






FAR




EHD3
c.130G>A
p.E44K
QTVSEGLKKLYKSKLLPLEEHYRFH[p.E4
HYRFHKFHS,RFHKFHSPA,FHKFHSPAL,EEHYRFHKF,YRFH
CRC





4K]KFHSPALEDADFDNKPMVLLVGQY
KFHSP,RFHKFHSPAL,YRFHKFHSPA,LEEHYRFHKF,EEHYRF






ST
HKFH



EHHA
c.2112G>T
p.Q704
LQKYYRQNPDIPQLEPSDYLKKLAS[p.Q
ASHGNPPLK,LASHGNPPL,KLASHGNPPL,LASHGNPPLK
LUAD


DH

H
704H]HGNPPLKEWQSLAGSPSSKL*




EIF1A
c.26G>A
p.G9D
MPKNKGKG[p.G9D]DKNRRRGKNENE
KGDKNRRRGK
THCA


X


SEKRELVFKEDGQE




EIF2C
c.416G>A
p.R139
EVTIPGEGKDRIFKVSIKWLAIVSW[p.R1
WLAIVSWQM,WQMLHEALV,AIVSWQMLH,SWQMLHEA
CRC


1

Q
39Q]QMLHEALVSGQIPVPLESVQALD
L,LAIVSWQML,WLAIVSWQML,IVSWQMLHEA,KWLAIVS






VAM
WQM,SWQMLHEALV,VSWQMLHEAL,WQMLHEALVS



EIF3J
c.23C>G
p.A8G
MAAAAAA[p.A8G]GGDSDSWDADAF
AAAGGDSDSW
TGCT





SVEDPVRKVGGGGT




EIF4G
c.23G>A
p.R8H
MNSQPQT[p.R8H]HSPFFQRPQIQPPR
QTHSPFFQR,SQPQTHSPF,QPQTHSPFF,SQPQTHSPFF,NS
CLL


3


ATIPNSSPSIRP
QPQTHSPF



ELAVL
c.789G>T
p.L263
RLDNLLNMAYGVKRFSPMTIDGMTS[p.
MTIDGMTSF,TIDGMTSFA,DGMTSFAGI,MTSFAGINI,MTI
LUAD


2

F
L263F]FAGINIPGHPGTGWCIFVYNLA
DGMTSFA,GMTSFAGINI,PMTIDGMTSF






PDAD




ELF3
c.915de|C
p.F305
DILIHPELNEGLMKWENRHEGVFKF[p.
GVFKFCAPR,RLWPNYGAK,VFKFCAPRL,CAPRLWPNY,YG
CRC




fs
F305fs]CAPRLWPNYGAKRKRTAT*
AKRKRTA,FKFCAPRLW,HEGVFKFCA,RLWPNYGAKR,VFK







FCAPRLW,FCAPRLWPNY,EGVFKFCAPR,APRLWPNYGA,G







VFKFCAPRL



ELF4
c.1244C>T
p.S415
KLTKAVSASSVPSNIHLGVAPVGSG[p.S
GLALTLQTI,GVAPVGSGL,APVGSGLAL,VGSGLALTL,GVAP
HNSC




L
415L]LALTLQTIPLTTVLTNGPPASTTAP
VGSGLA,LGVAPVGSGL,SGLALTLQTI,LALTLQTIPL






T




ELMO
c.422C>T
p.T141
RKRPYDSDNLQHEELLMKLWNLLMP[p.
KLWNLLMPM,LWNLLMPMK,MPMKKLNAR,LLMPMKKL
CRC


D2

M
T141M]MKKLNARISKQWAEIGFQGD
NA,KLWNLLMPMK,LWNLLMPMKK,MKKLNARISK,LMP






DPKTDF
MKKLNAR,MPMKKLNARI,MKLWNLLMPM



EME1
c.1708G>C
p.D570
IGPELSRRIYLQMTTLQPHLSLDSA[p.D5
QPHLSLDSAH
LUSC




H
70H]H*




EMILI
c.79C>G
p.R27G
APRTLWSCYLCCLLTAAAGAASYPP[p.R
SYPPGGFSL,YPPGGFSLY,AASYPPGGF,SYPPGGFSLY,ASYP
BLCA


N1


27G]GGFSLYTGSSGALSPGGPQAQIAP
PGGFSL,GAASYPPGGF






RP




EML6
c.2414A>G
p.K805
FSADGKCLVSVGLDDFHSIVFWDWK[p.
SIVFWDWKR,WDWKRGEKI,HSIVFWDWKR,VFWDWKRG
TGCT




R
K805R]RGEKIATTRGHKDKIFVVKCNP
EK






HHVD




EMR1
c.1478G>A
p.R493
EESESTETTGVAFVSFVGMESVLNE[p.R
SVLNEHFFK,MESVLNEHF,ESVLNEHFFK,HFFKDHQAPL,G
LUAD




H
493H]HFFKDHQAPLTTSEIKLKMNSRV
MESVLNEHF,MESVLNEHFF,NEHFFKDHQA






VGG




EMR1
c.1892G>A
p.R631
SHVGIIISLVCLVLAIATFLLCRSI[p.R
SIQNHNTYL,RSIQNHNTY,IQNHNTYLH,QNHNTYLHL,RSI
UCEC




Q
631Q]QNHNTYLHLHLCVCLLLAKTLFLAGI
QNHNTYL,IQNHNTYLHL,CRSIQNHNTY



EMR2
c.224C>T
p.S75L
GFSSFSEIITTPMETCDDINECATL[p.S7
TLLKVSCGK,DINECATLL,LLKVSCGKF,NECATLLKV,ATLLKV
CRC





5L]LKVSCGKFSDCWNTEGSYDCVCSPG
SCGK,DINECATLLK,TLLKVSCGKF






Y




ENAH
c.1541G>T
p.R514
TPEPTRKPWERTNTMNGSKSPVISR[p.
VISRLDSPR,ISRLDSPRK,SKSPVISRL,VISRLDSPRK,
LUAD




L
R514L]LDSPRKNQIVFDNRSYDSLHRPK
GSKSPVISRL,PVISRLDSPR






STP




ENAM
c.1118G>A
p.R373
PFYRNQQVQRGPRWNFFAWERKQVA
QVAHPGNPV,VAHPGNPVY,KQVAHPGNPV,QVAHPGNP
CRC




H
[p.R373H]HPGNPVYHKAYPPTSRGNY
VY,FAWERKQVAH






PNYAGNP




ENOX
c.1066C>T
p.R356
QFEQIVAVYHSASKQKAWDHFTKAQ[p.
AQWKNISVW,KAQWKNISV,HFTKAQWKNI,QWKNISVW
CRC


2

W
R356W]WKNISVWCKQAEEIRNIHND
CK,KAQWKNISVW,AQWKNISVWC






ELMGIR




ENPEP
c.866T>G
p.F289
EESVDDKWTRTTFEKSVPMSTYLVC[p.
STYLVCCAV,MSTYLVCCA,CAVHQFDSV,LVCCAVHQF,YLV
KIRC




C
F289C]CAVHQFDSVKRISNSGKPLTIYV
CCAVHQF,MSTYLVCCAV,CAVHQFDSVK






QPE




ENPP1
c.2213G>A
p.G738
YQDFRIPLSPVHKCSFYKNNTKVSY[p.G
NTKVSYEFL,YEFLSPPQL,SYEFLSPPQL,EFLSPPQLNK,KNN
LUAD




E
738E]EFLSPPQLNKNSSGIYSEALLTTNI
TKVSYEF,YEFLSPPQLN






V




ENTP
c.611de|G
p.G204
NFIKYGWVGRWFRPRKGTLGAMDLG[p.
TLGAMDLGV,SLLRQPVQL,WLGTLWPSL,TLWPSLPSS,STL
STAD


D2

fs
G204fs]VPLPRSLLRQPVQLRTEPARS
WTFCGL,AVTPTSAEI,ASSAMAVTR,TLWTFCGLR,LWTFCG






SCISTASTTESTPTASSAMAVTRSSRGC
LRW,RSLLRQPVQ,LLRQPVQLR,AMAVTRSSR,RSSRGCWP






WPAPSRPTASTPAGRGAFPPKCCSGM
A,SSRGCWPAP,RGCWPAPSR,AGRGAFPPK,HAPWPSGPR,






CTSHHAPWPSGPRTSTAVPGSACQGA
STTESTPTA,ESTPTASSA,STPTASSAM,EIWFLGSSA,WPAP






VTPTSAEIWFLGSSASPPAPSPDALSMG
SRPTA,APSRPTAST,RPTASTPAG,FPPKCCSGM,WPSGPRT






SSSPQWLGTLWPSLPSSTLWTFCGLRW
ST,APSPDALSM,WPSLPSSTL,LPSSTLWTF,GAMDLGVPL,L






GCPWPPCSSWRQPQ*
GVPLPRSL,ARSSCISTA,MCTSHHAPW,SMGSSSPQW,CGL







RWGCPW,TPTSAEIWF,SPQWLGTLW,CPWPPCSSW,AEI







WFLGSS,GTLGAMDLGV,FLGSSASPPA,SMGSSSPQWL,TL







WPSLPSST,AMDLGVPLPR,SAMAVTRSSR,STLWTFCGLR,







QWLGTLWPSL,LWPSLPSSTL,SLPSSTLWTF,RSLLRQPVQL,







RTEPARSSCI,RSSCISTAST,SSRGCWPAPS,RTSTAVPGSA,S







LLRQPVQLR,TASSAMAVTR,HHAPWPSGPR,STPTASSAM







A,SAEIWFLGS,SSTLWTFCGL,WTFCGLRWGC,LPRSLLRQ







PV,QPVQLRTEPA,TPTASSAMAV,WPAPSRPTAS,WPSGPR







TSTA,VPGSACQGAV,SPPAPSPDAL,ASTPAGRGAF,ESTPT







ASSAM,LSMGSSSPQW,LGAMDLGVPL,GMCTSHHAPW,C







QGAVTPTSA,AEIWFLGSSA,SSSPQWLGTL,TPTSAEIWFL,







WPSLPSSTLW,TESTPTASSA,LPSSTLWTFC



ENTP
c.979G>A
p.E327
HTEHVYRVYVTTFLGFGGNFARQRY[p.
GNFARQRYK,RQRYKDLVL,FARQRYKDL,KDLVLNETL,GGN
CRC


D7

K
E327K]KDLVLNETLNKNRLLGQKTGLSP
FARQRYK,RQRYKDLVLN,FARQRYKDLV,YKDLVLNETL






DNP




EOME
c.995de|G
p.G332
LNPTAHYNVFVEVVLADPNHWRFQG[p.
HWRFQGANG
STAD


S

fs
G332fs]ANG*




EP300
c.3491G>A
p.C116
YKYCSKLSEVFEQEIDPVMQSLGYC[p.C
SLGYCYGRK,YCYGRKLEF,VMQSLGYCY,QSLGYCYGR,LGY
HNSC




4Y
1164Y]YGRKLEFSPQTLCCYGKQLCTIP
CYGRKL,QSLGYCYGRK,GYCYGRKLEF,PVMQSLGYCY,MQ






RDA
SLGYCYGR



EP300
c.4195G>A
p.D139
FGMHVQEYGSDCPPPNQRRVYISYL[p.
YLNSVHFFR,NSVHFFRPK,VYISYLNSV,ISYLNSVHF,SYLNSV
CESC,HNSC,




9N
D1399N]NSVHFFRPKCLRTAVYHEILIG
HFF,RVYISYLNS,YISYLNSVH,RVYISYLNSV,SYLNSVHFFR,
LUSC





YLEY
YISYLNSVHF,ISYLNSVHFF,LNSVHFFRPK



EPB41
c.2686G>T
p.A896
SYSAGDSGDAAAQPAFTGIKGKEGS[p.
GSSLTEGAK,IKGKEGSSL,KEGSSLTEGA
LUAD


L3

S
A896S]SLTEGAKEEGGEEVAKAVLEQE







ETAA




EPG5
c.1105G>A
p.D369
KVFSYHRYQRVEMNENALVELKKLF[p.
KLFNAKSEH,ELKKLFNAK,VELKKLFNA,KLFNAKSEHL
CRC




N
D369N]NAKSEHLHQTLALHSYTSVLSRL







QVE




EPG5
c.6866G>T
p.R228
MALSSLFMEVLMMMNNATIPTAEFL[p.
LLGSIRTWI,TIPTAEFLL,FLLGSIRTW,FLLGSIRTWI,EFLLGSI
LUAD




9L
R2289L]LGSIRTWIGQKMHGLVVLPLL
RTW,ATIPTAEFLL,AEFLLGSIRT






TAACQ




EPHA
c.332G>T
p.G111
IYRGEEASRVHVELQFTVRDCKSFP[p.G
FPVGAGPLG,TVRDCKSFPV,KSFPVGAGPL,FPVGAGPLGC
LUAD


1

V
111V]VGAGPLGCKETFNLLYMESDQD







VGIQ




EPHA
c.550G>A
p.A184
LVSGSVKLNVERCSLGRLTRRGLYL[p.A
YLTFHNPGA,LTRRGLYLT,TRRGLYLTF,LTFHNPGACV,LTRR
GBM


1

T
184T]TFHNPGACVALVSVRVFYQRCPE
GLYLTF






TLN




EPHA
c.2604de|C
p.P868
ERPYWDMSGQDVIKAVEDGFRLPPP[p.
RLPPPGTVL,GFRLPPPGTV,LPPPGTVLTF,FRLPPPGTVL
STAD


10

fs
P868fs]GTVLTFCTD*




EPHA
c.1379de|C
p.P460
NQTEPPKVRLEGRSTTSLSVSWSIP[p.P
ATMCAAPRV,LSVSWSIPR,SVSWSIPRR,GSTRSLTAR,RSRA
STAD


2

fs
460fs]RRSRAECGSTRSLTARRETPTAT
ECGST,STRSLTARR,RSLTARRET,TARRETPTA,SWSIPRRSR,






MCAAPRVSP*
TATMCAAPR,ETPTATMCA,IPRRSRAEC,TPTATMCAA,AE







CGSTRSL,RRETPTATM,RETPTATMC,SLSVSWSIPR,LSVS







WSIPRR,SWSIPRRSRA,RSRAECGSTR,VSWSIPRRSR,PTAT







MCAAPR,ETPTATMCAA,TATMCAAPRV,RAECGSTRSL,AR







RETPTATM,RETPTATMCA,AECGSTRSLT



EPHA
c.2405C>G
p.T802
AAYTTRGGKIPIRWTSPEAIAYRKF[p.T8
RSASDVWSY,KFRSASDVW,IAYRKFRSA,AYRKFRSAS,EAIA
HNSC


3

R
02R]RSASDVWSYGIVLWEVMSYGERP
YRKFR,RKFRSASDV,AIAYRKFRSA,KFRSASDVWS,IAYRKFR






YWE
SAS,RKFRSASDVW,FRSASDVWSY



EPHA
c.2854G>C
p.D952
TTGGKIPIRWTAPEAIAYRKFSSAS[p.D9
SSASHAWSY,KFSSASHAW,ASHAWSYGI,HAWSYGIVM,Y
HNSC


6

H
52H]HAWSYGIVMWEVMSYGERPYW
RKFSSASH,RKFSSASHA,FSSASHAWSY,AYRKFSSASH,ASH






EMSNQ
AWSYGIV,SASHAWSYGI,RKFSSASHAW,SHAWSYGIVM,







HAWSYGIVMW



EPHB2
c.1175G>A
p.R392
SGRGACTRCGDNVQYAPRQLGLTEP[p.
GLTEPHIYI,RQLGLTEPH,LGLTEPHIY,RQLGLTEPHI,QLGLT
CRC




H
R392H]HIYISDLLAHTQYTFEIQAVNGV
EPHIY,HIYISDLLAH,TEPHIYISDL






TDQ




EPHB6
c.1010G>A
p.R337
KACQACPRGLYKSSAGNAPCSPCPA[p.
HSHAPNPAA
LUAD




H
R337H]HSHAPNPAAPVCPCLEGFYRAS







SDPP




EPHB6
c.160de|G
p.G54
ALEEVLLDTTGETSEIGWLTYPPGG[p.G
LTYPPGGGTR
STAD




fs
54fs]GTR*




EPHX1
c.394de|C
p.P132
ILNRYPHFKTKIEGLDIHFIHVKPP[p.P13
KPPSCPQAI,HVKPPSCPQA,CPQAIPRSPC
STAD




fs
2fs]SCPQAIPRSPC*




EPHX4
c.845G>A
p.R282
TTEDLEAYIYVFSQPGALSGPINHY[p.R2
HYQNIFSCL,GPINHYQNI,YQNIFSCLP,QNIFSCLPL,YQNIFS
UCEC




Q
82Q]QNIFSCLPLKHHMVTTPTLLLWGE
CLPL,QNIFSCLPLK,GPINHYQNIF,NHYQNIFSCL






ND




EPPK1
c.6044de|G
p.G201
FQAMQKQLIEKAEALRLLEVQVATG[p.
STTTGSHWK,AVCTRTSMR,TSMRSFPTR,CTRTSMRSF,RTS
STAD




5fs
G2015fs]VSSTHSTTTGSHWKQPTDGA
MRSFPT,SMRSFPTRS,LEVQVATGV,VQVATGVSS,HSTTTG






VCTRTSMRSFPTRST*
SHW,WKQPTDGAV,GAVCTRTSM,LLEVQVATGV,RTSMR







SFPTR,HSTTTGSHWK,STHSTTTGSH,CTRTSMRSFP,SMRS







FPTRST,VQVATGVSST,VCTRTSMRSF



EPPK1
c.7132G>C
p.D237
HSHRVPVDVAYRRGYFDEEMNRVLA[p.
EEMNRVLAH,HPSDDTKGF,VLAHPSDDTK,HPSDDTKGFF,
ACC




8H
D2378H]HPSDDTKGFFDPNTHENLTY
DEEMNRVLAH






LQLLQR




EPRS
c.3451G>T
p.V115
MYPAYAKWVQSHRDLPIKLNQWCNV[p.
KLNQWCNVL,CNVLRWEFK,NQWCNVLRW,LNQWCNVLR,
LUAD




1L
V1151L]LRWEFKHPQPFLRTREFLW
WCNVLRWEF,KLNQWCNVLR,QWCNVLRWEF,IKLNQW






QEGHSAF
CNVL



EPRS
c.4003C>A
p.L133
GITNALSEEDKEALIAKCNDYRRRL[p.L1
RLISVNIRV,RRRLISVNI,DYRRRLISV,RRRLISVNIR,RLISVNI
TGCT




5I
335I]ISVNIRVRADLRDNYSPGWKFNH
RVR,NDYRRRLISV,YRRRLISVNI






WEL




ERBB2
c.2264T>C
p.L755
AFGTVYKGIWIPDGENVKIPVAIKV[p.L
VSRENTSPK,IPVAIKVSR,KVSRENTSPK,VSRENTSPKA
BRCA




S
755S]SRENTSPKANKEILDEAYVMAGV







GSP




ERBB2
c.2305G>T
p.D769
ENVKIPVAIKVLRENTSPKANKEIL[p.D7
ILYEAYVMA,YEAYVMAGV,NKEILYEAY,KEILYEAYV,EILYE
BRCA




YV
69Y]YEAYVMAGVGSPYVSRLLGICLTSTV
AYVM,ILYEAYVMAG,ANKEILYEAY,EILYEAYVMA,KEILYEA







YVM,SPKANKEILY,YEAYVMAGVG



ERBB2
c.2310_2311
p.774_
AIKVLRENTSPKANKEILDEAYVMA[p.7
VMAYVMAGV,YVMAYVMAG,DEAYVMAYV,EAYVMAYV
LUAD



insGCATA
775ins
74_775insAYVM]YVMAGVGSPYVSRL
M,LDEAYVMAY,MAYVMAGVG,ILDEAYVMAY,YVMAYV




CGTGATG
AYVM
LGICLTSTVQLVTQLMPYGCLLD
MAGV,EAYVMAYVMA,DEAYVMAYVM



ERBB2
c.2326_232
p.776_
AIKVLRENTSPKANKEILDEAYVMA[p.7
AVCVGSPYV,MAVCVGSPY,EAYVMAVCV,YVMAVCVGS,D
LUAD



7insTCT
776G>
76_776G>VC]VCVGSPYVSRLLGICLTS
EAYVMAVC,ILDEAYVMAV,MAVCVGSPYV,VMAVCVGSP





VC
TVQLVTQLMP
Y,DEAYVMAVCV



ERBB2
c.2524G>A
p.V842I
LGSQDLLNWCMQIAKGMSYLEDVRL[p.
RLIHRDLAA,SYLEDVRLI,LIHRDLAAR,RLIHRDLAAR,YLEDV
CRC





V842I]IHRDLAARNVLVKSPNHVKITDF
RLIHR,MSYLEDVRLI






GLA




ERBB2
c.2748G>A
p.M91
LESILRRRFTHQSDVWSYGVTVWEL[p.
YGVTVWELI,VTVWELITF,LITFGAKPY,WELITFGAK,TVWE
HNSC




6I
M916I]ITFGAKPYDGIPAREIPDLLEKGE
LITFGA,SYGVTVWELI,ELITFGAKPY,GVTVWELITF,WELITF






RL
GAKP



ERBB2
c.929C>A
p.S310
PEGRYTFGASCVTACPYNYLSTDVG[p.S
YLSTDVGYC,STDVGYCTLV,YLSTDVGYCT,YNYLSTDVGY,L
LUAD




Y
310Y]YCTLVCPLHNQEVTAEDGTQRCE
STDVGYCTL,VGYCTLVCPL






KCS




ERBB2
c.929C>T
p.S310
PEGRYTFGASCVTACPYNYLSTDVG[p.S
STDVGFCTL,YLSTDVGFC,NYLSTDVGF,STDVGFCTLV,YLST
BLCA,BRCA,




F
310F]FCTLVCPLHNQEVTAEDGTQRCE
DVGFCT,YNYLSTDVGF,LSTDVGFCTL,VGFCTLVCPL
CESC,STAD





KCS




ERBB3
c.273G>A
p.M91I
VLTGHNADLSFLQWIREVTGYVLVA[p.
YVLVAINEF,VAINEFSTL,INEFSTLPL,AINEFSTLPL,GYVLVAI
BLCA





M91I]INEFSTLPLPNLRVVRGTQVYDG
NEF,EVTGYVLVAI






KFA




ERBB3
c.310G>A
p.V104
WIREVTGYVLVAMNEFSTLPLPNLR[p.
RMVRGTQVY,LPLPNLRMV,LRMVRGTQV,TLPLPNLRMV,
CESC,CRC,




M
V104M]MVRGTQVYDGKFAIFVMLNY
NLRMVRGTQV,LRMVRGTQVY
STAD





NTNSSH




ERBB3
c.310G>T
p.V104
WIREVTGYVLVAMNEFSTLPLPNLR[p.
RLVRGTQVY,LPLPNLRLV,TLPLPNLRLV,NLRLVRGTQV,LRL
BLCA




L
V104L]LVRGTQVYDGKFAIFVMLNYNT
VRGTQVY






NSSH




ERBB3
c.889G>T
p.D297
LEPNPHTKYQYGGVCVASCPHNFVV[p.
FVVYQTSCV,VVYQTSCVR,YQTSCVRAC,ASCPHNFVVY,FV
BLCA




Y
D297Y]YQTSCVRACPPDKMEVDKNGL
VYQTSCVR






KMCEP




ERC1
c.2075A>G
p.K692
DLSEKEASLLDLKEHASSLASSGLK[p.K6
GLKRDSRLK,SLASSGLKR,SSLASSGLKR,SGLKRDSRLK,LKR
TGCT




R
92R]RDSRLKTLEIALEQKKEECLKMESQ
DSRLKTL






L




ERCC2
c.41A>G
p.Y14C
MKLNVDGLLVYFP[p.Y14C]CDYIYPEQ
LVYFPCDYI,VYFPCDYIY,LLVYFPCDY,CDYIYPEQF,FPCDYIY
BLCA





FSYMRELKRTLDAKGHGV
PE,LLVYFPCDYI,LVYFPCDYIY,GLLVYFPCDY



ERCC2
c.713A>G
p.N238
LDPKIADLVSKELARKAVVVFDEAH[p.N
VVFDEAHSI,EAHSIDNVCI
BLCA




S
238S]SIDNVCIDSMSVNLTRRTLDRCQ







GNL




ERCC2
c.934G>A
p.D312
RLVEGLREASAARETDAHLANPVLP[p.
NPVLPNEVL,LPNEVLQEA,VLPNEVLQEA,LANPVLPNEV,LP
ACC




N
D312N]NEVLQEAVPGSIRTAEHFLGFL
NEVLQEAV






RRLL




ERCC6
c.2338G>A
p.V780I
SLPDKNEQVLFCRLTDEQHKVYQNF[p.
FIDSKEVYR,NFIDSKEVY,YQNFIDSKEV,FIDSKEVYRI,KVYQ
CRC





V780I]IDSKEVYRILNGEMQIFSGLIALR
NFIDSK,NFIDSKEVYR,QNFIDSKEVY






KI




ERCC6
c.1514G>A
p.R505
LVFSQSRQILNIIERLLKNRHFKTL[p.R50
KTLQIDGTV,LQIDGTVTH,LQIDGTVTHL,KNRHFKTLQI
CRC


L

Q
5Q]QIDGTVTHLLEREKRINLFQQNKDY







S




ERCC6
c.1333C>A
p.L445I
LGDTSILDDLFKSHGNSPTQLPKKV[p.L
KVISGPMEK,VISGPMEKAK,SPTQLPKKVI,LPKKVISGPM
UCEC


L2


445I]ISGPMEKAKQRPKDFWDILNEQN







DES




ERN2
c.884C>A
p.T295
TQDLGVPVMGVYTWHQDGLRQLPHL[p.
GLRQLPHLK,KLARDTLFIF,RQLPHLKLA,QLPHLKLAR,HLKL
LUAD




K
T295K]KLARDTLHFLALRWGHIRLPA
ARDTL,KLARDTLHFL,RQLPHLKLAR,LKLARDTLHF






SGPRD




ERRFI
c.1261G>A
p.A421
LLPERPPYLDKYEKFFREAEETNGG[p.A
AEETNGGTQI
CRC


1

T
421T]TQIQPLPADCGISSATEKPDSKTK







MD




ESCO1
c.899G>A
p.R300
TLPKSPQPSVPEQSDNELEQAGKSK[p.R
KSKQGSILQ,GKSKQGSIL,SKQGSILQL,KSKQGSILQL
CRC




Q
300Q]QGSILQLCEEIAGEIESDNVEVKK







ES




ESF1
c.295de|A
p.T99fs
LSDSDSNLSGEDSKALSQKKIKKKK[p.T9
RLKKKSIQK,KIKKKKPRL,KKKKPRLKK,KKKPRLKKK,KPRLKK
STAD





9fs]PRLKKKSIQKI*
KSI,LKKKSIQKI,RLKKKSIQKI,KIKKKKPRLK,KKKKPRLKKK



ESPN
c.1286_134
p.PPPP
QSYMDMLNPELGLPRGTIGKPTPPP[p.
IGKPTPPPGY,KPTPPPGYPA
PAAD



8de|CACCC
PPSFPP
PPPPPPSFPPPPPPPGTQLPP430de|]G





CCACCACC
PPPPP
YPAPKPPVGPQAADIYMQTKNKLRHVE





CCCACCCA
GTQLP
TEALKKELSSCDGHDGLRRQDSSRKPRA





GCTTCCCCC
P430de|
FSKQPSTGDYYRQLGRCPGETLAARPG





CGCCACCC

MAHSE





CCGCCCCC







AGGCACCC







AACTGCCC







C






ESPNP
c.1880G>A
p.R627
EEEQRWKEEEEARLASMPAWRWDLL[p.
AWRWDLLQK,AWRWDLLQKK,WRWDLLQKKL
GBM




Q
R627Q]QKKLEEE




ESPNP
c.191_198d
p.H64fs
PLYLACQEGHLEVTQYLVQECGADP[p.
GQRRRHRHA,RRRHRHALR,RPRRHDPTA,GPQPGHRVV,Q
PAAD



e|ACGCGCG

H64fs]RPRRHDPTARRGADGPQPGHR
RRRHRHAL,RPQQGAQLA,AAAARRGDL,QQGAQLAAA,GE




C

VVGELHRREPVGAGQRRRHRHALRGE
LHRREPV,GQRRRHRHAL,LVQECGADPR,QPGHRVVGEL,E






PRPQQGAQLAAAARRGDLG*
PRPQQGAQL,RPQQGAQLAA,LAAAARRGDL,QQGAQLAA







AA



ESPNP
c.888_950d
p.296_
QSYMDMLNPELGLPWGTIGKPIPPP[p.
IGKPIPPPSY
PAAD



e|ACCCCCA
317PPP
296_317PPPPSFPPPPPPPGTQLPPPPP





CCCAGCTT
PSFPPP
>P]SYPSPKPPVGPQAADIYMQTKNKLR





CCCCCCGC
PPPPG
HVETEALKKEPSSCDGHDGLRRQDSSR





CACCCCCG
TQLPPP
KPRAFSKQPSTGDYYRQLGRCPGETLV





CCCCCAGG
PP>P
ARPGMAHRE





CACCCAAC







TGCCCCCA







CCCCCACC






ESRRA
c.655G>A
p.D219
VNALVSHLLVVEPEKLYAMPDPAGP[p.
GPNGHLPAV,MPDPAGPNGH
HNSC




N
D219N]NGHLPAVATLCDLFDREIWTIS







WAK




ESYT1
c.2446C>T
p.R816
LQVNSLIQTQKSAELAAALLSIYME[p.R
LLSIYMEWA,ALLSIYMEW,IYMEWAEDL,EWAEDLPLR,ME
BRCA




W
816W]WAEDLPLRKGTKHLSPYATLTV
WAEDLPL,ALLSIYMEWA,YMEWAEDLPL,AALLSIYMEW






GDSS




ESYT3
c.1721C>T
p.S574
QILPYADLTLEQRFQLDHSGLDSLI[p.S5
SLIFMRLVL,FMRLVLRFL,LIFMRLVLR,IFMRLVLRF,DSLIFM
LUSC




F
74F]FMRLVLRFLQVEERELGSPYTGPEA
RLV,HSGLDSLIF,SGLDSLIFM,GLDSLIFMRL,SLIFMRLVLR,I






L
FMRLVLRFL,SGLDSLIFMR,LIFMRLVLRF,HSGLDSLIFM



ETFDH
c.841A>T
p.I281F
LYKKFDLRANCEPQTYGIGLKELWV[p.I
WVFDEKNWK,IGLKELWVF
CLL





281F]FDEKNWKPGRVDHTVGWPLDR







HTYGG




ETV6
c.1105C>T
p.R369
YVYQLLSDSRYENFIRWEDKESKIF[p.R3
WIVDPNGLA,KESKIFWIV,IFWIVDPNGL
CRC




W
69W]WIVDPNGLARLWGNHKNRTNM







TYEKM




EXOC
c.1762C>T
p.R588
QHNCGTPLPVSSEKDMIRQMMIKIF[p.
MMIKIFCCI,RQMMIKIFC,QMMIKIFCCI,KIFCCIEPEL,RQM
UCEC


1

C
R588C]CCIEPELNNLIALGDKIDSFNSLY
MIKIFCC






ML




EXOSC
c.32G>C
p.R11P
MAMEMRLPVA[p.R11P]PKPLSERLGR
EMRLPVAPK,APKPLSERL,MEMRLPVA,MEMRLPVAPK,
KIRP


2


DTKKHLWPGDTITTD
MRLPVAPKPL



EXOSC
c.480de|A
p.L160f
CDLICLDYDGNILDACTFALLAALK[p.L1
KMYSCLKLL,ALKMYSCLK,ALLAALKMY,FALLAALKM,AALK
STAD


8

s
60fs]MYSCLKLL*
MYSCL,LKMYSCLKL,LLAALKMYSC,ALKMYSCLKL,AALKM







YSCLK,LAALKMYSCL,FALLAALKMY,LKMYSCLKLL



EZH2
c.1529A>G
p.K510
VDTPPRKKKRKHRLWAAHCRKIQLK[p.
RDGSSNHVY,LKRDGSSNH,KRDGSSNHVY
TGCT




R
K510R]RDGSSNHVYNYQPCDHPRQPC







DSSCP




EZH2
c.1922A>T
p.Y641
LAPSDVAGWGIFIKDPVQKNEFISE[p.Y
FISEFCGEI,QKNEFISEF,SEFCGEIIS,FISEFCGEII,VQKNEFIS
DLBCL




F
641F]FCGEIISQDEADRRGKVYDKYMC
EF






SFL




F10
c.349G>A
p.E117
TSPCQNQGKCKDGLGEYTCTCLEGF[p.
KGKNCELFT,FKGKNCELF,YTCTCLEGFK,CTCLEGFKGK,GFK
UCEC




K
E117K]KGKNCELFTRKLCSLDNGDCDQ
GKNCELF,KGKNCELFTR






FCHE




F5
c.1277A>T
p.Q426
DESFTKHTVNPNMKEDGILGPIIRA[p.Q
ILGPIIRAL,ALVRDTLKI,LVRDTLKIV,RALVRDTLK,IRALVRD
LIHC




L
426L]LVRDTLKIVFKNMASRPYSIYPHG
TL,ILGPIIRALV,ALVRDTLKIV,IIRALVRDTL,RALVRDTLKI,LV






VT
RDTLKIVF



F5
c.3995T>C
p.L133
LSQTNLSPALGQMPISPDLSHTTLS[p.L
TLSPDFSQT,SPDFSQTNL,SHTTLSPDF,LSHTTLSPDF
CLL




2P
1332P]PDFSQTNLSPELSQTNLSPALG







QMPL




F8
c.6806C>A
p.S226
NPKEWLQVDFQKTMKVTGVTTQGVK[p.
YLLTSMYVK,KYLLTSMYV,GVKYLLTSM,GVTTQGVKY,VKY
CRC




9Y
S2269Y]YLLTSMYVKEFLISSSQDGH
LLTSMY,TTQGVKYLL,KYLLTSMYVK,GVKYLLTSMY,QGVKY






QWTLFF
LLTSM,VKYLLTSMYV



FAM1
c.223G>C
p.D75H
SSSRINIPERASGPEGNLNQIVTEP[p.D7
HANFPQFLH,EPHANFPQF,IVTEPHANF,EPHANFPQFL,QI
TGCT


04B


5H]HANFPQFLHEGLSKPVYVINWFMS
VTEPHANF,EPHANFPQF






FG




FAM1
0.376C>A
p.H126
AREWKGETPRNKLMRKAYEELFWRH[p.
ELFWRHNIK,NIKCVRQVR,EELFWRHNI,FWRHNIKCVR,H
KIRC


05A

N
H126N]NIKCVRQVRRDNYDALRSVL
NIKCVRQVR,NIKCVRQVRR,YEELFWRHNI






FQIFSQ




FAM1
c.466_474d
p.GGG
LSRASFDYLRLVVRELEQQLAAVRG[p.G
QLAAVRGMA,LAAVRGMAL,QQLAAVRGM,QLAAVRGM
ACC


09A
e|GGGGGT
156de|
GG156de|]MALPQPQPQSLPLPPSLPS
AL,EQQLAAVRGM,QQLAAVRGMA




GGC

ALAPVPSLPSAPAPV




FAM1
c.807de|A
p.S269f
KIYGKQSMVDEVSGKVLEMDISKKK[p.
KLNRMKVPL,PLMKLITRV,RMKVPLMKL,ISKKKHYNR,SKK
PRAD


11B

s
S269fs]HYNRKISIKKLNRMKVPLMKLIT
KHYNRK,KHYNRKISI,HYNRKISIK,YNRKISIKK,KISIKKLNR,SI






RV*
KKLNRMK,LNRMKVPLM,ISIKKLNRM,MKVPLMKLI,KLNR







MKVPLM,RMKVPLMKLI,ISIKKLNRMK,ISKKKHYNRK,KHY







NRKISIK,HYNRKISIKK,KISIKKLNRM,SIKKLNRMKV,LNRM







KVPLMK,KVPLMKLITR,DISKKKHYNR,KKHYNRKISI,KKLNR







MKVPL,VPLMKLITRV



FAM1
c.1322de|T
p.L441f
IKQLQKGVQQKRPSEAQSVILRRYF[p.L
SVILRRYFW
STAD


16A

s
441fs]WN*




FAM1
c.1400C>A
p.P467
DSEPRQEVPMYTGSEPRQEVPMYTG[p.
HESRQEVPM,VPMYTGHES,RQEVPMYTGH,HESRQEVPM
LUAD


20B

H
P467H]HESRQEVPMYTGPESRQEVLI
Y






RTDPE




FAM1
c.1145G>A
p.R382
LSSQPIGTKPSSSSQRGSLRKVATG[p.R3
KVATGHSAK,ATGHSAKDK,RKVATGHSA
GBM


26B

H
82H]HSAKDKETASAIKSSESPRDSVVRK







Q




FAM1
c.156C>A
p.F52L
IPFPETFDGDTDRLPEFIVQTSSYM[p.F5
VQTSSYMLV,MLVDENTFS,YMLVDENTF,FIVQTSSYML,IV
LUAD


27C


2L]LVDENTFSNDALKVTFLITRLTGPAL
QTSSYMLV,SYMLVDENTF



FAM1
c.1933A>C
p.S645
KGIDQEGKMVLLSLKLTPSEPCDPL[p.S
LRSTLREPL,EPCDPLRSTL
STAD


35B

R
645R]RSTLREPLDIRSSLKDSHTEEQEEL







S




FAM1
c.1942C>A
p.L648
DQEGKMVLLSLKLTPSEPCDPLSST[p.L
TMREPLDIR,LSSTMREPL,STMREPLDIR,EPCDPLSSTM
LUSC


35B

M
648M]MREPLDIRSSLKDSHTEEQEELS







VLS




FAM1
c.2651G>A
p.R884
GHCLPDGRTENTPGVETKGLNLKIP[p.R
GLNLKIPHV,HVIALENPR,LKIPHVIAL,GLNLKIPHVI,NLKIPH
CRC


35B

H
884H]HVIALENPRTRSLHRALEETPKG
VIAL,KGLNLKIPHV






MPK




FAM1
c.720G>C
p.W240C
GYCKPTSSEGSFYITSENCMQHAHK[p.
MQHAHKCHR,CMQHAHKCHR
LUAD


35B


W240C]CHRDLCLLLLHAYRGLRLHFLVI







MRD




FAM1
c.855G>T
p.Q285
LVIMRDIPELPHTELEALAVEETLS[p.Q2
TLSHLCSEL,HLCSELQML,SHLCSELQM,ETLSHLCSEL,LAVE
LUSC


35B

H
85H]HLCSELQMLNNPEKIAEQISKDLA
ETLSHL,LSHLCSELQM






WL




FAM1
c.351de|C
p.P117f
LEADVNVEGLGTANETGVPIMAHPP[p.
IMAHPPLST,MAHPPLSTV,WTLCWALPK,TSRTSRQWA,RT
STAD


51A

s
P117fs]LSTVTTHWSSGWTLCWALPKR
SRQWAPP,TLCWALPKR,SNWTSRTSR,VPIMAHPPL,THW






ASNWTSRTSRQWAPPWTSCGS*
SSGWTL,SGWTLCWAL,TSRQWAPPW,RQWAPPWTS,WS







SGWTLCW,IMAHPPLSTV,GWTLCWALPK,WTLCWALPKR,







ASNWTSRTSR,HWSSGWTLCW,RTSRQWAPPW,TTHWSS







GWTL,WSSGWTLCWA,MAHPPLSTVT,SSGWTLCWAL,W







ALPKRASNW,RQWAPPWTSC,PPLSTVTTHW



FAM1
c.284A>G
p.Q95R
KEHQQQQRQQQQQQQQQRQRQQQ
RQRQQQQQR,RRRQQEPSW,RQRQQQQQRR
TGCT


55A


QQ[p.Q95R]RRRQQEPSWPALLASMG







ESSPAAQAH




FAM1
c.472G>A
p.E158
VCGGVPEPTGLDAACTKLQSLQRLF[p.E
RLFKPTTPA,LQSLQRLFK,KPTTPAPPL,LQRLFKPTT,KLQSL
UCEC


55B

K
158K]KPTTPAPPLRPPDSLSRAPAEFPS
QRLFK,LQRLFKPTTP,RLFKPTTPAP,FKPTTPAPPL






AK




FAM1
c.495G>T
p.K165
NDRPRQPAPGDGSKERMCGEELEDT[p.
DTNDDPECGV
CRC


69B

N
K165N]NDDPECGVEEEDAGLAGQPP







GKLTRS




FAM1
c.166G>A
p.E56K
DALQPGSTRVAKGWSQGVGEVTSTS[p.
STSKYCSCV,GEVTSTSKY,SKYCSCVSS,GVGEVTSTSK,VGEV
CRC


70A


E56K]KYCSCVSSSRKLIHSGIQRIHRDS
TSTSKY,TSTSKYCSCV,SKYCSCVSSS






PQ




FAM1
c.1375G>A
p.D459
SYSPQKKEPSKAETEERVSMVKTRD[p.
MVKTRDNFK,KTRDNFKIY,SMVKTRDNF,SMVKTRDNFK,
CRC


71B

N
D459N]NFKIYNEDVSFLSVNQNNYSRN
MVKTRDNFKI,KTRDNFKIYN,VSMVKTRDNF,VKTRDNFKIY






PTQS




FAM1
c.2491G>A
p.A831
QVFDAFTPRLQDSNKKVNQWALESF[p.
FTKMIPLLR,SFTKMIPLL,ESFTKMIPL,WALESFTKM,NQWA
BRCA


79A

T
A831T]TKMIPLLRESLHPMLLSIIITVAD
LESFTK,SFTKMIPLLR,ESFTKMIPLL,WALESFTKMI,LESFTK






NL
MIPL



FAM1
c.326G>A
p.R109
KAALDKSAPCRRSVDHRKYLQKQLK[p.
KQLKHFSQK,YLQKQLKHF,KHFSQKYSR,QLKFIFSQKY,KYL
CRC


81A

H
R109H]HFSQKYSRLPRGLPGRAAEPYL
QKQLKHF,KQLKHFSQKY,RKYLQKQLKH,KHFSQKYSRL






KRGS




FAM1
c.2350C>T
p.R784
RALGRQQASSQCPGDSKDHIIATEE[p.R
EEWGGPGQA,EEWGGPGQAG,TEEWGGPGQA
ACC


84B

W
784W]WGGPGQAGSPPGAAGQGSGE







GCGLWE




FAM1
c.4667470
p.IPPQ
LIPPQAQELGIPLTPQQVQALGIPL[p.IP
VQALGIPLT,VQALGIPLTP
KIRC


86A
2de|TCCCT
AQELEI
PQAQELEIPL1556de|]TPQQAQALGIP





CCGCAGGC
PL1556
LTPQQAQELGIPLTPQQAQELGIPLTPQ





TCAGGAAT
de|
QAQAQGIPLTPQQAQALGISLT





TGGAGATC







CCTCTCA






FAM1
c.152G>A
p.C51Y
PRKAKIRHPVASFFHLFFRVSAIIV[p.C51
IIVYLLCEL,YLLCELLSS,QIIVYLLCEL,IIVYLL
ACC,KIRP,


8B2


Y]YLLCELLSSSFITCMVTIILLLSCDF
CELL,YLLCELLSSS
TGCT


FAM1
c.1284_128
p.D428
NYRRRCACDDCSLSHILTCGIMDPP[p.D
LTCGIMDPPR
STAD


93A
5insC
fs
428fs]RH*




FAM1
c.1284de|C
p.D428
NYRRRCACDDCSLSHILTCGIMDPP[p.D
SLMTSTFTS,WILLLTILL,ILLRGARPV,VMMKMLHHC,MLH
STAD


93A

fs
428fs]SLMTSTFTSSHFKWILLLTILLRGA
HCQPNL,GIMDPPSLM,FTSSHFKWI,LLTILLRGA,LQARGPA






RPVCHLQARGPAPALPSQFSSTPGSSSQ
PA,ALPSQFSST,TVARHQLFV,STFTSSHFK,HQLFWMMK,






TVARHQLFVVMMKMLHHCQPNLLIFI
MTSTFTSSH,GSSSQTVAR,TFTSSHFKW,SHFKWILLL,KWIL






H*
LLTIL,QTVARHQLF,HCQPNLLIF,CQPNLLIFI,SSHFKWILL,V







ARHQLFW,LTILLRGAR,QARGPAPAL,TSTFTSSFIF,LMTST







FTSS,FKWILLLTI,RGARPVCHL,SQFSSTPGS,SQTVARHQL,







ARHQLFWM,RHQLFWMM,QLFWMMKM,MKMLHHC







QP,KMLHHCQPN,TPGSSSQTV,PPSLMTSTF,LLLTILLRGA,







TVARHQLFVV,KMLHHCQPNL,MLHHCQPNLL,SLMTSTFT







SS,HLQARGPAPA,LQARGPAPAL,QLFVVMMKML,TSTFTS







SHFK,TFTSSHFKWI,HFKWILLLTI,KWILLLTILL,SQTVARHQ







LF,SSHFKWILLL,GARPVCHLQA,VARHQLFVVM,RHQLFVV







MMK,MTSTFTSSHF,WILLLTILLR,LLTILLRGAR,FTSSHFKW







IL,STPGSSSQTV,QTVARHQLFV,GPAPALPSQF,LMTSTFTS







SH,HQLFVVMMKM,CGIMDPPSLM,STFTSSHFKW,FKWIL







LLTIL,SQFSSTPGSS,ARHQLFVVMM,MKMLHHCQPN,HHC







QPNLLIF,LPSQFSSTPG



FAM1
c.404_421d
p.EEEE
IEEEEYLGKEGYLEEEEYLGKEEHL[p.EEE
LGKEEHLGK,EEHLGKEGY,HLGKEGYLEK,KEEHLGKEGY,EE
KIRC


94B
e|AGGAGG
YL135d
EYL135de|]GKEGYLEKEDYIEEVDYLGK
HLGKEGYL




AAGAGTAT
e|
KAYLEEEEYLGKKSYLEEEKALE





CTGG






FAM1
c.415T>C
p.Y139
EYLGKEGYLEEEEYLGKEEHLEEEE[p.Y1
EEHLGKEGY,HLGKEGYLEK,EEEHLGKEGY,EEHLEEEEHL,EE
TGCT


94B

H
39H]HLGKEGYLEKEDYIEEVDYLGKKAY
HLGKEGYL






L




FAM2
c.336G>T
p.L112
QQLKKIFQEYGTVGVSLHIGISLIS[p.L11
GISLISFGI,LISFGIFYM,ISFGIFYMV,SLISFGIFY,ISLISFGIF,
LUAD


10B

F
2F]FGIFYMVVSSGVDMPAILLKLGFKES
SFGIFYMVV,HIGISLISF,ISLISFGIFY,SLISFGIFYM,LISFGI







FYMV,ISFGIFYMW,LHIGISLISF,GISLISFGIF



FAM2
c.124de|G
p.A42fs
GPSQPPVRQGALQGGLLMGYSPAGG[p.
RYPSFPLRL,SFPLRLVPL,STRYPSFPL,RHPPGSTRY,MGYSP
STAD


14B


A42fs]RHPPGSTRYPSFPLRLVPLSLIG
AGGR,YPSFPLRLV,SPAGGRHPP,RLVPLSLIG,FPLRLVPLS,S






p*
TRYPSFPLR,RYPSFPLRLV,GGRHPPGSTR,LMGYSPAGGR,S







PAGGRHPPG,FPLRLVPLSL,MGYSPAGGRH,GRHPPGSTRY,







GSTRYPSFPL,TRYPSFPLRL



FAM2
c.106C>T
p.P36S
RGLGAAEMPGQGPGSDWTERSSSAE[p.
RSSSAESPA,AESPAVAGT,RSSSAESPAV
KIRP


16A


P36S]SPAVAGTEGGGGGSAGYSCYQ







NSKGS




FAM2
c.3691C>T
p.P123
DMDDIFSSGIQAKTTKPKSRSAQAA[p.
ASEPRFEHK,KSRSAQAAS,SAQAASEPR,AQAASEPRF,SEP
TGCT


1B

1S
P1231S]SEPRFEHKVSNIFDDPLNAFGG
RFEHKV,RSAQAASEPR,AASEPRFEHK,KSRSAQAASE,SAQ






Q*
AASEPRF



FAM2
c.2070_207
p.P690f
PGGRGPQGALQSPSAQKRGLSPSPS[p.
VQEATSLWK,EATSLWKPI,SPSPSCQQV,QQVAEATSL,QV
KIRC


2F
1de|TT
s
P690fs]CQQVQEATSLWKPIPC*
QEATSLWK,CQQVQEATSL,QQVQEATSLW,QEATSLWKPI



FAM2
c.2071_207
p.S691
SPGGRGPQGALQSPSAQKRGLSPSP[p.S691de]
LSPSPPASK,RGLSPSPPA,GLSPSPPASK
KIRC,PRAD


2F
3de|TCT
de|
PASKSKKRPLFGSPSPAEKTPHPGPGLR




FAM3
c.26A>G
p.K9R
MEAYEQVQ[p.K9R]RGPLKLKGVAELG
VQRGPLKLK,YEQVQRGPL,QVQRGPLKLK,EQVQRGPLKL
TGCT


2A


VTKRKKKKKDKDK




FAM4
c.2218C>T
p.R740
LQTKYLGRQWRKSNMKTMSAIYQKV[p.
AIYQKVCHR,IYQKVCHRM,AIYQKVCHRM,CHRMNDDWA
STAD


0B

C
R740C]CHRMNDDWAYGNDIDARP
Y,SAIYQKVCHR






WDFQAEEC




FAM4
c.1247_124
p.H416
RPPGTDGWPATVNYYVTPVQPLLA[p.
LLARAYPTW,LARAYPTWL,RAYPTWLPC,VQPLLARAY,LLA
TGCT


6B
8AC>GT
R
H416R]RAYPTWLPCN*
RAYPTWL,PVQPLLARAY



FAM4
c.1114G>T
p.G372
GSSLRSEPSETGVSRLRLAPPKTRR[p.G3
KTRRWSSLH,WSSLHAEPSK,KTRRWSSLHA,PPKTRRWSSL,
LUSC


7A

W
72W]WSSLHAEPSKTGVSHLSPEPPKTE
RLAPPKTRRW






VS




FAM4
c.2069G>T
p.R690
EDKFFSQEKYWGRKFHTPSNSYTAQ[p.
NSYTAQLVK,YTAQLVKMK,SYTAQLVKM,YTAQLVKMKY,S
LUAD


7A

L
R690L]LVKMKYGAWYLKPKLWKKLRS
NSYTAQLVK,LVKMKYGAWY,TPSNSYTAQL,NSYTAQLVK






DEPLI
M,QLVKMKYGAW



FAM4
c.1701G>T
p.L567
QRGRIRYGPWYFEPKLGKKLRSDEP[p.L
KLRSDEPFI,KKLRSDEPF,EPFIDPKPV,RSDEPFIDPK,FIDPKP
LUAD


7B

F
567F]FIDPKPVLEKPDEPDILDGLYGPIA
VLEK,EPFIDPKPVL,GKKLRSDEPF,KKLRSDEPFI






F




FAM4
c.489G>T
p.W16
GKDMPPDLLLQVLKQLDPERKLEDA[p.
CARCEAREK,DACARCEAR,LEDACARCEA
LUAD


7B

3C
W163C]CARCEAREKTTEVPTESGKYPC







GESC




FAM4
c.1162C>T
p.P388
VSPLRQLPPEAGVSHLCPEPPKTRV[p.P
KTRVSPLRP,RVSPLRPET,PPKTRVSPL,KTRVSPLRPE,EPPKT
KIRC


7C

S
388S]SPLRPETPKNGVSPLFPEPPKTRIS
RVSPL






N




FAM4
c.1495A>G
p.I499V
ISSGNSFPPQQAGSPLKRPFSAAAA[p.I
FSAAAAVAA,SAAAAVAAA,RPFSAAAAV,FSAAAAVAAA,S
TGCT


8B1


499V]VAAAAAAAAAAAAAAAAAAPA
AAAAVAAAA,RPFSAAAAVA






PALAA




FAM4
c.1546G>C
p.A516
RPFSAAAAIAAAAAAAAAAAAAAAA[p.
AAAPAPAPAL,APAPAPALAA
TGCT


8B1

P
A516P]PAPAPALAAAAAPALAAAAAP







ALAAA




FAM5
c.950A>G
p.H317
SDATVEKDESHAGKVVLRSWYEKNK[p.
KNKRIFPAS,KRIFPASRW,SWYEKNKRIF,KNKRIFPASR,YEK
CLL


0A

R
H317R]RIFPASRWEPYDPEKKWDKYTI
NKRIFPA,NKRIFPASRW






R*




FAM5
c.208G>A
p.A70T
LGMQSIPIATACTIYPKFFCETILD[p.A70
ILDTFDPYL,TILDTFDPY,DTFDPYLIA,ETILDTFDPY,TILDTFD
BRCA


8BP


T]TFDPYLIAMSSIYLAGKVEEQPLWAH
PYL,ILDTFDPYLI,FFCETILDTF,DTFDPYLIAM



FAM5
c.1204C>T
p.R402
AGLKVLFKKTHRILRRLFNLCKRCH[p.R4
CQPRFRLPK,RCHCQPRFR,KRCHCQPRF,RCHCQPRFRL,HC
CRC


B

C
02C]CQPRFRLPKERSLSYWWNRIQSLL
QPRFRLPK,CKRCFICQPRF






YC




FAM5
c.1274C>G
p.S425
WLTRIQSFLYCNENGLLGSFSEETH[p.S
GSFSEETHW
TGCT


C

W
425W]WCTCPNDQVVCTAFLPCTVGD







ASACL




FAM5
c.1369C>G
p.R457
QVVCTAFLPCTVGDASACLTCAPDN[p.
GTRCGTCNT,GTRCGTCNTG,LTCAPDNGTR
LUAD


C

G
R457G]GTRCGTCNTGYMLSQGLCKPE







VAEST




FAM7
c.56C>T
p.S19L
MQPPVPGPLGLLDPAEGL[p.S19L]LRR
LLDPAEGLL,LLRRKKTSL,GLLDPAEGLL,GLLRRKKTSL,LLRR
STAD


0B


KKTSLWFVGSLLLVSVLIVTVGL
KKTSLW,LRRKKTSLWF



FAM7
c.829C>A
p.P277
GFRLTPEPVPTCSSYPLPLQPCSRF[p.P2
LQPCSRFTV,FTVAPSSAL,TVAPSSALA,CSRFTVAPS,RFTVA
LUAD


0B

T
77T]TVAPSSALASSEDLQPPSPSSSGSG
PSSA,QPCSRFTVA,FTVAPSSALA,CSRFTVAPSS,LQPCSRFT






L
VA,SRFTVAPSSA,RFTVAPSSAL



FAM7
c.1333C>G
p.H445
PSAEVWNENKERREKKDRHPSRKSS[p.
PSRKSSDHRK
CESC


1B

D
H445D]DHRKAGESHRRRAGDKNQKA







SSHRSA




FAM7
c.1747C>A
p.L583
VDIVAKMVEKQNIEAKVEKAQGGQE[p.
EKAQGGQEM,AQGGQEMEM,QEMEMISGT,EMEMISGT
LUAD


1B

M
L583M]MEMISGTMTSEKTEMIVFETK
M,MEMISGTMT,QEMEMISGTM,VEKAQGGQEM,KAQG






SI*
GQEMEM,MEMISGTMTS



FAM7
c.68G>T
p.G23V
MSDCCSAPGISWEAGVGRPAVP[p.G2
RPAVPVLEL,VGRPAVPVL
CESC


3A


3V]VLELQIRRGAMSEETVSESQFSLKTA




FAM7
c.161C>T
p.P54L
FLTLVFALGFFFLLLPYLSYFHCDD[p.P54
LSYFHCDDL,YLSYFHCDDL
LUAD


5A6


L]LPSPSPGKRKCPVGRRRRPRGRMKN







H




FAM7
c.910C>A
p.R304
ASSRWQETARTSCAFNSSVQQDPLS[p.
VQQDPLSSH,SSHPPETCQM
LUAD


5A6

S
R304S]SHPPETCQMEAGSLFLLSSDGQ







NVVG




FAM7
c.3793C>A
p.R126
NSQGISSGDMGTSQVVHVHLEDSGI[p.
HLEDSGISV,SVAQKQEPR,LEDSGISVA,HLEDSGISVA,SVA
LUAD


5D1

5S
R1265S]SVAQKQEPRVPTCVLQKCQVT
QKQEPRV






NFPPA




FAM7
c.665T>C
p.L222
PPQPVSPLDSKFPIDHSLPQQLPSP[p.L2
PQQLPSPPF,LPSPPFPPH,LPQQLPSPPF,QQLPSPPFPP
THCA


5D5

P
22P]PFPPHHIQRAEPSLQPEASLSLNTV







F




FAM7
c.575G>T
p.W19
TWAVPVSESNVAKLTNIYRDQSFTT[p.
LLVATNTST,YRDQSFTTL,RDQSFTTLL,QSFTTLLVA,IYRDQ
KIRC


8A

2L
W192L]LLVATNTSTNDMIILQTLHWR
SFTTL,YRDQSFTTLL,DQSFTTLLVA






MQLSI




FAM8
c.617G>A
p.R206
DESNFNHFLNMTEKQGCSVQRLRNI[p.
VQRLRNIQV,RLRNIQVRT,RNIQVRTVK,RLRNIQVRTV,VQ
UCEC


3B

Q
R206Q]QVRTVKGQDYLSKTGAKFHGK
RLRNIQVR,QVRTVKGQDY






MEQKF




FAM8
c.421G>A
p.A141
SGGSVTLSESTAIISYGTTGLVTWD[p.A
LVTWDTALY,GLVTWDTAL,VTWDTALYL,VTWDTALYLA,G
TGCT


6A

T
141T]TALYLAEWAIENPAVFTNRTVLEL
LVTWDTALY,LVTWDTALYL,DTALYLAEWA,TALYLAEWAI






GS




FAM8
c.359G>A
p.C120
RASCSPLSYAGLGSDGKWNLVMTRN[p.
MTRNYFPTK,NYFPTKSTW,YFPTKSTWR,NLVMTRNYF,W
TGCT


6C2P

Y
C120Y]YFPTKSTWRWQC*
NLVMTRNY,VMTRNYFPTK,YFPTKSTWRW,MTRNYFPTKS,







KWNLVMTRNY,NYFPTKSTWR,LVMTRNYFPT,WNLVMT







RNYF,RNYFPTKSTW



FARP1
c.1148C>T
p.S383
KVQFERKHSKIHSIRSLASQPTELN[p.S3
QPTELNLEV,SQPTELNLEV,LASQPTELNL,QPTELNLEVL
UCEC




L
83L]LEVLEQSQQSTSLTFGEGAESPGG







QS




FARP1
c.896G>T
p.R299
KRFLIKLRPDANSAYQDTLEFLMAS[p.R
FLMASLDFC,TLEFLMASL,LMASLDFCK,EFLMASLDF,ASLD
LUAD




L
299L]LDFCKSFWKICVEHHAFFRLFEEP
FCKSF,FLMASLDFCK,SLDFCKSFWK,DTLEFLMASL,MASLD






KP
FCKSF,LEFLMASLDF,ASLDFCKSFW,LDFCKSFWKI



FAS
c.781G>A
p.E261
IAGVMTLSQVKGFVRKNGVNEAKID[p.
GVNEAKIDK
CESC




K
E261K]KIKNDNVQDTAEQKVQLLRNW







HQLHG




FASTK
c.9_10insA
p.K3fs
MKK[p.K3fs]NTCFPRVIGYKYASSKSYL
YLSILLESV,IGYKYASSK,KYASSKSYL,SYLSILLES,CFPRVIGYK,
STAD


D1


SILLESVSISTHQL*
ASSKSYLSI,SSKSYLSIL,YKYASSKSY,SVSISTHQL,TCFPRVIG







Y,FPRVIGYKY,KKNTCFPRV,SKSYLSILL,LESVSISTFI,ILLESVS







IST,VIGYKYASSK,TCFPRVIGYK,CFPRVIGYKY,SYLSILLESV,







SSKSYLSILL,NTCFPRVIGY,GYKYASSKSY,ESVSISTHQL,FPR







VIGYKYA,YASSKSYLSI,MKKNTCFPRV,KKNTCFPRVI,YKYA







SSKSYL,ASSKSYLSIL,LSILLESVSI



FASTK
c.1873C>G
p.Q625
RFCSNSKHLLGKEAIKQRHLQLLGY[p.Q
HLQLLGYEV,LQLLGYEVV,LLGYEVVQI,GYEVVQIPY,YEW
BLCA


D3

E
625E]EVVQIPYHEIGMLKSRRELVEYLQ
QIPYH,HLQLLGYEVV,QLLGYEVVQI,LGYEVVQIPY,EVVQIP






RK
YHEI,RHLQLLGYEV



FAT1
c.13076G>T
p.R435
TKVVDLDPCLSKKPLEEKPSQPYSA[p.R
SALESLSEV,KPSQPYSAL,QPYSALESL,YSALESLSEV,SQPYS
LUAD




9L
4359L]LESLSEVQSLSSFQSESCDDNGY
ALESL,LESLSEVQSL






HWD




FAT3
c.10720C>A
p.H357
PTAIPLEIFIVTMEDDFPGGVIGKI[p.H3
KINATDQDM,KINATDQDMY,NATDQDMYDV,GKINATDQ
LUAD




4N
574N]NATDQDMYDVLTFALKSEQKSL
DM






FKVN




FAT3
c.12475G>
p.A415
GLRPVVVPNIQAGHSYVGKEELIGI[p.A
ELIGITVVL,ITVVLFVIF,TVVLFVIFI,KEELIGITV,LIGITVVLF,E
UCEC



A
9T
4159T]TVVLFVIFILVVLFIVFRKKVFRKN
ELIGITVV,LIGITVVLFV,IGITVVLFVI,ITVVLFVIFI,TVVLFVIFI






Y
L,ELIGITVVLF,KEELIGITVV,GITVVLFVIF,EELIGITVVL



FAT3
c.3797G>A
p.R126
VVQVLDENDNKPQFPEKVYQIKLPE[p.
KVYQIKLPEH,QIKLPEHDRK
LUAD




6H
R1266H]HDRKKRGEPIYRAFAFDRDEG







PNAEI




FAT3
c.5696G>T
p.G189
TDVNDNPPVFTQAVFETILLLPTYV[p.G
ILLLPTYVV,LLLPTYVVV,YVVVEVLKV,LPTYVVVEV,TILLLPT
LUAD




9V
1899V]VVEVLKVSATDPDSEVPPELTYS
YVV,ILLLPTYVVV,LLPTYVVVEV,PTYVVVEVLK,TYVVVEVL






LME
KV,LPTYVVVEVL



FBRSL
c.2507C>T
p.A836
GRSGAPAEREAEPRVKESRSPAKEE[p.A
EVAKMPARA,KEEVAKMPA,RSPAKEEVAK,SPAKEEVAKM,
ACC


1

V
836V]VAKMPARASPPHSKAAPGDVKV
EEVAKMPARA






KEER




FBXL1
c.306T>A
p.S102
RIQQIIYCHKLTIILTKWRNTARHK[p.S1
RNTARHKRK,TARHKRKKK,KWRNTARHKR,RNTARHKRKK,
CLL


3

R
02R]RKKKEDELILKHELQLKKWKNRLIL
RKKKEDELIL






K




FBXL1
c.143T>G
p.V48G
RDKGRAAQVCTAWRDAAYHKSVWRG
SVWRGGEAK,KSVWRGGEA,KSVWRGGEAK,GEAKLHLRR
TGCT


4


[p.V48G]GEAKLHLRRANPSLFPSLQAR
A






GIRRV




FBXO
c.432G>T
p.M14
KQPCTNDMAKSNSVGQDSCQDSEGD[p.
CQDSEGDII,SEGDIIFPA,IIFPAESSCA,CQDSEGDIIF
LUAD


18

4I
M144I]IIFPAESSCALPQEGSAGPGSP







GSAP




FBXO
c.432de|T
p.F144f
KRFFSEHVPCNGFSDIENLEGPEIF[p.F1
IFLRMNWCV,FLRMNWCVS,PEIFLRMNW,EIFLRMNWCV,
STAD


21

s
44fs]LRMNWCVS*
LEGPEIFLRM,GPEIFLRMNW



FBXO
c.1657A>G
p.M55
HLPASRWGTPEPSLGARAPQDPGG[p.
GVAQACEEY,APQDPGGVA,GGVAQACEEY
HNSC


24

3V
M553V]VAQACEEYLSQIHSCQTLQDR







TEKMK




FBXO
c.1329_1330
p.G443
TPGEDGGEPGDAVAAAEQPAQCGQG[p.
AQCGQGAAV,AVRAARGRE,QGAAVRAAR,GQGAAVRAA,
LUAD


31
insG
fs
G443fs]AAVRAARGRELQE*
VRAARGREL,AVRAARGREL,QPAQCGQGAA



FBXW
c.1268G>T
p.G423
SDDNTLKVWSAVTGKCLRTLVGHTG[p.
TLVGHTGVV,GVVWSSQMR,RTLVGHTGV,LVGHTGVVW,
UCEC


7

V
G423V]VVWSSQMRDNIIISGSTDRTLK
TGVVWSSQM,RTLVGHTGVV,TLVGHTGVVW,HTGVVWS






VWNA
SQM



FBXW
c.1393C>T
p.R465
DRTLKVWNAETGECIHTLYGHTSTV[p.R465C]
STVCCMHLH,GHTSTVCCM,TLYGHTSTVC,TVCCMHLHEK,
CESC,CRC,


7

C
CCMHLHEKRVVSGSRDATLRVWDIET
HTSTVCCMHL,YGHTSTVCCM
STAD,UCEC,







UCS


FBXW
c.1394G>A
p.R465
DRTLKVWNAETGECIHTLYGHTSTV[p.
STVHCMHLH,HCMHLHEKR,GHTSTVHCM,TVHCMHLHEK,
CLL,CRC,


7

H
R465H]HCMHLHEKRVVSGSRDATLRV
HTSTVHCMHL,LYGHTSTVH,YGHTSTVHCM
UCEC,UCS





WDIET




FBXW
c.1436G>A
p.R479
IHTLYGHTSTVRCMHLHEKRVVSGS[p.
SQDATLRVW
STAD,UCS


7

Q
R479Q]QDATLRVWDIETGQCLHVLM







GHVAAV




FBXW
c.1513C>G
p.R505
DATLRVWDIETGQCLHVLMGHVAAV[p.
VAAVGCVQY,HVAAVGCVQY
BLCA,CESC,


7

G
R505G]GCVQYDGRRVVSGAYDFMV

HNSC,LUSC,





KVWDPET

UCS


FBXW
c.1513C>T
p.R505
DATLRVWDIETGQCLHVLMGHVAAV[p.
VAAVCCVQY,VLMGHVAAVC,HVAAVCCVQY,AVCCVQYD
CRC,UCEC


7

C
R505C]CCVQYDGRRVVSGAYDFMV
GR






KVWDPET




FBXW
c.1637C>T
p.S546
FMVKVWDPETETCLHTLQGHTNRVY[p.
LLQFDGIHV,VYLLQFDGI,TNRVYLLQF,YLLQFDGIH,YLLQF
BLCA


7

L
S546L]LLQFDGIHVVSGSLDTSIRVWD
DGIHV,LLQFDGIHVV,RVYLLQFDGI,HTNRVYLLQF,LQGHT






VETG
NRVYL



FBXW
c.1745C>T
p.S582
GSLDTSIRVWDVETGNCIHTLTGHQ[p.
QLLTSGMEL,LLTSGMELK,HTLTGHQLL,IHTLTGHQL,GHQ
CRC


7

L
S582L]LLTSGMELKDNILVSGNADSTVK
LLTSGM,QLLTSGMELK,IHTLTGHQLL,TGHQLLTSGM,HQL






IWD
LTSGMEL



FBXW
c.2065C>T
p.R689
ESGGSGGVVWRIRASNTKLVCAVGS[p.
KLVCAVGSW,GSWNGTEETK,TKLVCAVGSW
CRC,UCEC,


7

W
R689W]WNGTEETKLLVLDFDVDMK*

UCS


FBXW
c.41G>A
p.R14Q
MNQELLSVGSKRR[p.R14Q]QTGGSLR
KRRQTGGSL,RQTGGSLRG,KRRQTGGSLR,SKRRQTGGSL
CRC


7


GNPSSSQVDEEQMNRVVEE




FBXW
c.893_894
p.G298
YDKKVTIYDPRDRMETRDALMGWGG[p.
GWGGAFEGL,ALMGWGGAF,DALMGWGGAF,MGWGG
STAD


9
insG
fs
p.G298fs]AFEGL*
AFEGL



FCAR
c.697G>A
p.V233
SNALELVVTDSIHQDYTTQNLIRMA[p.V
RMAMAGLVL,MAMAGLVLV,AMAGLVLVA,LIRMAMAGL,
HNSC




M
233M]MAGLVLVALLAILVENWHSHTA
TQNLIRMAM,IRMAMAGLV,MAGLVLVAL,NLIRMAMAGL,






LNKE
RMAMAGLVLV,MAMAGLVLVA,AMAGLVLVAL,LIRMAM







AGLV,IRMAMAGLVL



FCGB
c.12055G>
p.V401
VYYEPEQTVLIDNCRQQCTCHVGKV[p.
VMVCQEHSCK
UCS


P
A
9M
V4019M]MVCQEHSCKPGQVCQPSGG







ILSCVTK




FCGB
c.3064G>T
p.A102
EALCGLCGNFNGDPADDLALRGGGQ[p.
ALRGGGQSA,GQSANALAF,LALRGGGQSA,GGQSANALAF
LUAD


P

2S
A1022S]SANALAFGNSWQEETRPGCG







ATEPGD




FCGB
c.7478C>T
p.A249
RFDFMGTCVYVLAQTCGTRPGLHRF[p.
RPGLHRFVV,VVLQENVAW,GTRPGLHRFV,RPGLHRFVVL,
PAAD


P

3V
A2493V]VVLQENVAWGNGRVSVTRVI
FVVLQENVAW






TVQVAN




FCGR2
c.665T>G
p.V222
SSKPVTITVQVPSMGSSSPMGIIVA[p.V
IVAGVIATA,PMGIIVAGV,SPMGIIVAG,IIVAGVIATA,IVAG
KIRP


A

G
222G]GVIATAVAAIVAAVVALIYCRKKR
VIATAV,GVIATAVAAI,SPMGIIVAGV






IS




FCGRT
c.118C>G
p.P40A
LFLLPGSLGAESHLSLLYHLTAVSS[p.P40
HLTAVSSAA,SSAAPGTPA,SAAPGTPAF,YHLTAVSSA,SSAA
THCA





A]AAPGTPAFWVSGWLGPQQYLSYNSL
PGTPAF,YHLTAVSSAA,SAAPGTPAFW






R




FCRL2
c.1513G>T
p.V505
MQQPESSANIRTLLENKDSQVIYSS[p.V
SQVIYSSLK,QVIYSSLKK,SQVIYSSLKK,DSQVIYSSLK,KDSQV
LUAD




L
505L]LKKS*
IYSSL



FEM1
c.1858C>A
p.L620
AIMNALIEAGAHMDATNAFKKTAYE[p.
TAYEMLDEK,AFKKTAYEM,FKKTAYEML,YEMLDEKLL,KTA
PRAD


A

M
L620M]MLDEKLLARGTMQPFNYVTLQ
YEMLDEK,EMLDEKLLAR,NAFKKTAYEM,YEMLDEKLLA






CLAAR




FER
c.1422de|A
p.L474f
SEKPLAEQDWYHGAIPRIEAQELLK[p.L
CIDSRALGF,RVMGNLVNM,ILMDRGDIL,LVNMSFLYI,NM
STAD




s
474fs]NKETFWCERVMGNLVNMSFLYI
SFLYILM,LITCIDSRA,SYNMLITCI,RALGFQTFL,NLVNMSFL






LMDRGDILSYNMLITCIDSRALGFQTFL
Y,MDRGDILSY,SFLYILMDR,MLITCIDSR,ETFWCERVM,DIL






NL*
SYNMLI,MGNLVNMSF,CERVMGNLV,VNMSFLYIL,RGDIL







SYNM,SRALGFQTF,LGFQTFLNL,KETFWCERV,GDILSYNM







L,LMDRGDILSY,NLVNMSFLYI,MLITCIDSRA,ALGFQTFLNL,







MSFLYILMDR,VMGNLVNMSF,LYILMDRGDI,KNKETFWC







ER,GNLVNMSFLY,NMLITCIDSR,DSRALGFQTF,QELLKNKE







TF,KETFWCERVM,LVNMSFLYIL,VNMSFLYILM,LSYNMLIT







CI,TCIDSRALGF,SRALGFQTFL,GDILSYNMLI



FERD3
c.275C>A
p.P92H
CEVDQGDGEEEEEEERGRGVSLLGR[p.
SLLGRHKRK,GVSLLGRHK,VSLLGRHKR,HKRKRVITY,VSLLG
LUAD


L


P92H]HKRKRVITYAQRQAANIRERKR
RFIKRK,RGVSLLGRHK,SLLGRHKRKR,LGRHKRKRVI,RHKRK






MFNL
RVITY



FEZ2
c.149C>T
p.P50L
NCNASPEPGAEAGAEAGGGADGFPA[p.
ALACSLEEK,GGADGFPAL,ALACSLEEKL,FPALACSLEE
ACC





P50L]LACSLEEKLSLCFRPSDPGAEPP







RTA




FEZF2
c.244G>A
p.E82K
GSQGKKLLNLCSPLPCMIPLQPLGY[p.E
YKVPSKTLL,MIPLQPLGYK,KVPSKTLLSY,LGYKVPSKTL,IPL
CESC





82K]KVPSKTLLSYSELWKSSLRAGGGG
QPLGYKV






GG




FGB
c.1015G>C
p.E339
NYCGLPGEYWLGNDKISQLTRMGPT[p.
RMGPTQLLI,LTRMGPTQL,GPTQLLIEM,TRMGPTQLL,QLT
LUAD




Q
E339Q]QLLIEMEDWKGDKVKAHYGG
RMGPTQL,LTRMGPTQLL,SQLTRMGPTQ






FTVQNE




FGF14
c.686C>T
p.T229
KPLEVAMYREPSLHDVGETVPKPGV[p.
VMPSKSTSA,MPSKSTSAS,GVMPSKSTSA,VPKPGVMPSK,
GBM




M
T229M]MPSKSTSASAIMNGGKPVNKS
MPSKSTSASA,GETVPKPGVM






KTT*




FGF14
c.707C>T
p.A236
YREPSLHDVGETVPKPGVTPSKSTS[p.A
VTPSKSTSV,VSAIMNGGK,KSTSVSAIM,SKSTSVSAI,GVTPS
CRC




V
236V]VSAIMNGGKPVNKSKTT*
KSTSV,SVSAIMNGGK,TPSKSTSVSA,SKSTSVSAIM



FGFR3
c.1138G>A
p.G380R
VVLPAEEELVEADEAGSVYAGILSY[p.G
YAGILSYRV,ILSYRVGFF,SYRVGFFLF,VYAGILSYR,GILSYRV
BLCA





380R]RVGFFLFILVVAAVTLCRLRSPPKK
GF,LSYRVGFFL,ILSYRVGFFL,RVGFFLFILV,SVYAGILSYR,VY






G
AGILSYRV,LSYRVGFFLF,SYRVGFFLFI,AGILSYRVGF,GILSY







RVGFF,YRVGFFLFIL



FGFR3
c.1711_1712
p.R571fs
QGGPLYVLVEYAAKGNLREFLRARR[p.
LLLRHLQAA,RARRAPGPG,LLRHLQAAR,RLRAGPGRA,GP
KIRC



insG

R571fs]APGPGLLLRHLQAARGAAHLQ
GHGVLGL,FLRARRAPG,LQAARGAAFI,REFLRARRA,ARRA






GPGVLCLPGGPGHGVLGLPEVHPQGP
PGPGL,RRAPGPGLL,RAPGPGLLL,RHLQAARGA,AHLQGP






GCPQCAGDRGQRDEDRRLRAGPGRA
GVL,LQGPGVLCL,LQEDDQRPA,LPGGPGHGV,CLPGGPGH






QPRLLQEDDQRPAAREVDGA*
GV,GLLLRHLQAA,LQAARGAAHL,LLQEDDQRPA,RARRAP







GPGL,RLRAGPGRAQ,RAGPGRAQPR,LLLRHLQAAR,LPGG







PGHGVL,RPAAREVDGA,FLRARRAPGP,REFLRARRAP,RRA







PGPGLLL,RHLQAARGAA,HLQAARGAAH,AAHLQGPGVL,







HLQGPGVLCL,LQEDDQRPAA



FGFR3
c.2147C>A
p.P716
GGSPYPGIPVEELFKLLKEGHRMDK[p.P
HANCTHDLY,KHANCTHDLY,RMDKHANCTH,HANCTHDL
KIRC




H
716H]HANCTHDLYMIMRECWHAAPS
YM






QRPTF




FGFR3
c.2420G>C
p.*807
SSGDDSVFAHDLLPPAPPSSGGSRT[p.*
RILPPGAEV,RLSADGETA,CVCVCAHPR,GSRTSRATG,GSLA
MM




S
807S]SRATGPQQCEGSLAAHPAAGAQ
AHPAA,CVRILPPGA,LLTGAAAPR,LAAHPAAGA,ETATQSF






PLPGMRLSADGETATQSFGLCVCVCVC
GL,QSFGLCVCV,EVPWVSPLL,GPQQCEGSL,HPAAGAQPL,






VCVCAHPRVPVCVRILPPGAEVPVVVSP
SPLLCNGLL,QQCEGSLAA,AGAQPLPGM,AQPLPGMRL,AE






LLCNGLLTGAAAPRGLCSGGTQCRM*
VPWVSPL,LPPGAEVPW,VPWVSPLLC,SLAAHPAAGA,TQS







FGLCVCV,GLCVCVCVCV,LLCNGLLTGA,WVSPLLCNGL,ILP







PGAEVPW,ETATQSFGLC,CVCAHPRVPV,QPLPGMRLSA,H







PRVPVCVRI,QQCEGSLAAH,ADGETATQSF,GETATQSFGL,







AEVPWVSPLL,CEGSLAAFIPA,LPPGAEVPWV



FGFR3
c.742C>T
p.R248
RGNYTCVVENKFGSIRQTYTLDVLE[p.R
DVLECSPHR,LECSPHRPI,LECSPHRPIL
BLCA




C
248C]CSPHRPILQAGLPANQTAVLGSD







VEF




FGFR3
c.746C>G
p.S249
GNYTCVVENKFGSIRQTYTLDVLER[p.S
DVLERCPHR,LERCPHRPI,CPHRPILQA,LERCPHRPIL
BLCA,LUSC




C
249C]CPHRPILQAGLPANQTAVLGSDV







EFH




FGFRL
c.1435_1436
p.H479
LGPGPVAGPKLYPKLYTDIHTHTHT[p.H
SVLDGTVSA,VLDGTVSAV,HTHTHTLSH,HTLSHTLTR,HTH
BLCA


1
de|CA
fs
479fs]LSHTLTRGGQGPPAHPLSVLDGT
TLSHTL,RSCRRRQGT,DIHTHTHTL,GPPAHPLSV,PPAHPLS






VSAVGTGGPARQADWEDGGRSCRRR
VL,WPAPQAVCV,GQGPPAHPL,EEWPAPQAV,EEEWPAP






QGTHGEEEWPAPQAVCV*
QA,SVLDGTVSAV,HTHTHTLSHT,HTHTLSHTLT,LTRGGQG







PPA,RSCRRRQGTH,GPPAHPLSVL,HPLSVLDGTV,TDIHTH







THTL,IHTHTHTLSH,RQGTHGEEEW,EEWPAPQAVC,EEEW







PAPQAV,GEEEWPAPQA



FGFRL
c.728G>T
p.R243
KYTCRVSNRAGAINATYKVDVIQRT[p.R
RTLSKPVLT,IQRTLSKPV,VIQRTLSKPV,TLSKPVLTGT,RTLS
LUAD


1

L
243L]LSKPVLTGTHPVNTTVDFGGTTSF
KPVLTG,IQRTLSKPVL,YKVDVIQRTL






QC




FGFRL
c.820G>T
p.V274
TGTHPVNTTVDFGGTTSFQCKVRSD[p.
KVRSDLKPV,QCKVRSDLK,FQCKVRSDL,KVRSDLKPVI,DLK
LUAD


1

L
V274L]LKPVIQWLKRVEYGAEGRHNST
PVIQWLK,CKVRSDLKPV






IDVG




FGGY
c.412_413i
p.G138
LDHRAVSQVNRINETKHSVLQYVGG[p.
SVAERELER,LQYVGGGDV,AERELERDL,VLQYVGGGDV,LQ
STAD



nsG
fs
G138fs]GDVCGNAGPETSVAERELERD
YVGGGDVC,AERELERDLL






LLG*




FHDC
c.298de|T
p.F100f
PGLPPTTHMNGYSHLGKKKRMRSFF[p.
RMRSFFGKL,RSFFGKLFR,KRMRSFFGK,SFFGKLFRR,KTPP
STAD


1

s
F100fs]GKLFRRSKFEAKPTSGPWQPG
SLPFL,KKRMRSFFG,FGKLFRRSK,LFRRSKFEA,RSKFEAKPT,






RNITTKLIQRPLRSSLGSRKTPPSLPFLGE
TTKLIQRPL,IQRPLRSSL,PLRSSLGSR,GSRKTPPSL,TSGPWQ






EEL*
PGR,NITTKLIQR,GPWQPGRNI,LPFLGEEEL,MRSFFGKLF,







GKLFRRSKF,RKTPPSLPF,KLFRRSKFEA,SLPFLGEEEL,RSFF







GKLFRR,RMRSFFGKLF,KKRMRSFFGK,LFRRSKFEAK,RSKF







EAKPTS,TTKLIQRPLR,IQRPLRSSLG,PLRSSLGSRK,GPWQP







GRNIT,LIQRPLRSSL,KRMRSFFGKL,FGKLFRRSKF,SKFEAKP







TSG,FEAKPTSGPW,SRKTPPSLPF,RKTPPSLPFL



FHDC
c.760C>T
p.R254
SGDVSKLSLADSFLYGLIQVPNYSL[p.R2
YSLWIEAMV,SLWIEAMVL,LWIEAMVLK,WIEAMVLKK,IQ
CRC


1

W
54W]WIEAMVLKKEFLPSCSSLYTDITVL
VPNYSLW,NYSLWIEAM,IQVPNYSLWI,SLWIEAMVLK,NYS






R
LWIEAMV,YSLWIEAMVL,VPNYSLWIEA



FHL1
c.552T>G
p.D184
AKHCVKCNKAITSGGITYQDQPWHA[p.
AECFVCVTC,QPWHAECFV,AECFVCVTCS
CLL




E
D184E]ECFVCVTCSKKLAGQRFTAVED







QYYC




FIGNL
c.926de|A
p.K309f
NGPKEDS5LPTFKTAKEQLWVDQQK[p.
SVHQGLHMV,LSVHQGLHM,DQQKSTTNL,QKSTTNLSV,S
STAD


1

s
K309fs]STTNLSVHQGLHMVV*
VHQGLHMVV,QQKSTTNLSV,TTNLSVHQGL,QKSTTNLSV







H,NLSVHQGLHM



FILIP1
c.1565T>A
p.I522K
LKDDLTKLKSFTVMLVDERKNMMEK[p.
MMEKKKQEER
CLL





I522K]KKQEERKVDGLNKNFKVEQGK







VMDVT




FKBPL
c.481G>C
p.E161
GPPEGWTELTMGVGPWREETWGELI[p.
ETWGELIQK,LIQKCLESM,ELIQKCLESM
CESC




Q
E161Q]QKCLESMCQGEEAELQLPGH







SGPPVR




FKBPL
c.959G>T
p.R320
AQAALGNLEKATADLKKVLAIDPKN[p.
VLAIDPKNL,KNLAAQEEL,VLAIDPKNLA
LUAD




L
R320L]LAAQEELGKVVIQGKNQDAGLA







QGLR




FLG
c.477de|A
p.K159f
KGNKGRSKSPRETGGKRHESSSEKK[p.K
KTMIITQVKK,LIEKKNMEK,TIITQVKKR,QVKKRKTRL,KKKEKD
STAD




s
159fs]KEKDIHLLIEKKNMEKTIITQVKK
IHL,KEKDIHLLI,KKNMEKTII,MEKTIITQV,KKRKTRLKI,NME






RKTRLKILD*
KTIITQV,LLIEKKNMEK,KTIITQVKKR,TIITQVKKRK,QVKKR







KTRLK,ITQVKKRKTR,KKKEKDIHLL,TQVKKRKTRL,KKRKTR







LKIL



FLG
c.8657G>A
p.R288
ASTHADISRHSQAVQGQSEGSRRSR[p.
GSRRSRHQG,RSRHQGSSV,RSRHQGSSVS,RRSRHQGSSV
GBM




6H
R2886H]HQGSSVSQDSDSEGHSEDSE







RWSGSA




FLG
c.9761C>A
p.P325
ERWSGSASRNHRGSVQEQSRHGSRH[p.
GSRHHRSHH,QSRHGSRHHR
LUAD




4H
P3254H]HRSHHEDRAGHGHSADRS







RQSGTRHA




FLG2
c.1716G>T
p.L572
GSGSSQSSGYGQYGSRETSGFGQHG[p.
FGSGQSTGF,GFGSGQSTGF
LUAD




F
L572F]FGSGQSTGFGQYGSGSGQSSGF







GQHG




FLG2
c.4634G>T
p.G154
HTHGQSGSQHGESESIIHDRHRITH[p.G
HVQTGDTTR
LUAD




5V
1545V]VQTGDTTRHSYSGHEQTTQTG







SRTTG




FLG2
c.5703_570
p.H190
RRSGHSESSDSEVHSGGSHTHSGHT[p.
HSSQETPNY,TWRVRIHSS,RVRIHSSQE,QVSTWRVRI,TQP
GBM



4de|CA
1fs
H1901fs]QPSQVSTWRVRIHSSQETPN
SQVSTW,SQETPNYSW,HTHSGHTQPS,RVRIHSSQET,IHSS






YSWTDRRYH*
QETPNY,ETPNYSWTDR,HTQPSQVSTW,SQVSTWRVRI,SS







QETPNYSW,QPSQVSTWRV



FLI43
c.2549_255
p.L850f
SHTFQLWRALGAGQPTSHLVLTTLL[p.L
LVLTTLLGL,TLLGLSAGA,GLSAGATPA,ALCLGAEPA,AQPP
PRAD


860
0insT
s
850fs]GLSAGATPAHRCQRQQPLPQGE
KLQHV,ATPAHRCQR,AARAAVCPG,GGGRAQPPK,EPAVH






DLPAFAGCHEHAARAAVCPGVQAGRA
HGAL,HRCQRQQPL,LSAGATPAH,PQGEDLPAF,HEHAARA






GGLPQALPGPPHPDALCLGAEPAQRAP
AV,VQAGRAGGL,RAGGLPQAL,AQRAPQAAG,LQHVTGGT






QAAGPGGGRAQPPKLQHVTGGTEEPA
E,LPQGEDLPA,HLVLTTLLGL,VLTTLLGLSA,AVCPGVQAGR,






VHHGALA*
AARAAVCPGV,AGRAGGLPQA,RAQPPKLQHV,LSAGATPA







HR,FAGCHEHAAR,TTLLGLSAGA,HVTGGTEEPA,LPQGEDL







PAF,LPGPPHPDAL,AHRCQRQQPL,GLSAGATPAH,GRAGG







LPQAL,LQHVTGGTEE,EEPAVHHGAL,LPAFAGCHEH,LPQA







LPGPPH,HEHAARAAVC,AEPAQRAPQA,TEEPAVHHGA



FLNA
c.3718G>A
p.V124
GTHTITYIPLCPGAYTVTIKYGGQP[p.V1
TIKYGGQPM,YGGQPMPNF,KYGGQPMPNF,GQPMPNFP
GBM




0M
240M]MPNFPSKLQVEPAVDTSGVQCY
SK,QPMPNFPSKL,MPNFPSKLQV,VTIKYGGQPM






GPGI




FLNB
c.1586_158
p.W52
LDGVYAFEYYPSTPGRYSIAITWGG[p.
ITWGGTPHSK,YSIAITWGGT,IAITWGGTPH
STAD



7insG
9fs
W529fs]TPHSKEPL*




FLNB
c.1586de|G
p.W52
FLDGVYAFEYYPSTPGRYSIAITWG[p.W
VLGALGSMV,TTFQRAPLK,LALKRVCRK,TFQRAPLKF,FQR
STAD




9fs
529fs]DTTFQRAPLKFKLALKRVCRKSVL
APLKFK,RAPLKFKLA,PLKFKLALK,KFKLALKRV,KLALKRVCR,






GALGSMVGLSGGQRTSW*
RVCRKSVLG,TWGDTTFQR,MVGLSGGQR,DTTFQRAPL,A







PLKFKLAL,AITWGDTTF,SVLGALGSM,KRVCRKSVL,LSGGQ







RTSW,SVLGALGSMV,ALKRVCRKSV,KLALKRVCRK,ITWGD







TTFQR,TFQRAPLKFK,IAITWGDTTF,TTFQRAPLKF,RVCRKS







VLGA,DTTFQRAPLK,RAPLKFKLAL,LKRVCRKSVL,KSVLGAL







GSM,FQRAPLKFKL,LKFKLALKRV,GLSGGQRTSW



FLT3
c.1800_1801
p.600_
LQMVQVTGSSDNEYFYVDFREYEYD[p.
YEYDFREYE,REYEYDFRE,REYEYDFREY,YEYDFREYEY,DFR
LAML



insTTCAG
601insF
600_601insFREYEYD]FREYEYDLKWEF
EYEYDFR,VDFREYEYDF,YDFREYEYDL




AGAATATG
REYEYD
PRENLEFGKVLGSGAFGKVMNATAYGI





AATATGAT

SKTGVSI




FLT3
c.2503G>C
p.D835
RDLAARNVLVTHGKVVKICDFGLAR[p.
HIMSDSNYV,RHIMSDSNY,CDFGLARHI,HIMSDSNYVV,CD
LAML




H
D835H]HIMSDSNYVVRGNARLPVKW
FGLARHIM,ARHIMSDSNY,RHIMSDSNYV






MAPESL




FLT3
c.2503G>T
p.D835
RDLAARNVLVTHGKVVKICDFGLAR[p.
ICDFGLARY,YIMSDSNYV,RYIMSDSNY,CDFGLARYI,YIMS
LAML




Y
D835Y]YIMSDSNYWRGNARLPVKW
DSNYVV,KICDFGLARY,RYIMSDSNYV,CDFGLARYIM,ARYI






MAPESL
MSDSNY



FLT3
c.2505T>A
p.D835
RDLAARNVLVTHGKVVKICDFGLAR[p.
EIMSDSNYV,REIMSDSNY,CDFGLAREI,EIMSDSNYVV,CDF
LAML




E
D835E]EIMSDSNYVVRGNARLPVKW
GLAREIM,AREIMSDSNY,REIMSDSNYV






MAPESL




FMN2
c.2252C>T
p.S751
CLEALRLEEKEVRHHRILEAKSIQT[p.S7
FPTEEGGVL,LEAKSIQTF,QTFPTEEGGV,ILEAKSIQTF,FPTE
BRCA




F
51F]FPTEEGGVLTLPPVDGLPGRPPCPP
EGGVLT






G




FMN2
c.2974C>A
p.P992
GIPLPPPLPGAGIPPPPPLPGAGIP[p.P9
AGIPTPPPL
LUAD




T
92T]TPPPLPGAGIPPPPPLPGAGIPPPP







P




FMNL
c.2779G>C
p.E927
HFLDKAGSVSLDSVLADVRSLQRGL[p.E
SLQRGLQLT,RSLQRGLQL,QLTQREFVR,LQRGLQLTQ,GLQ
CESC


1

Q
927Q]QLTQREFVRQDDCMVLKEFLRA
LTQREF,LQLTQREFV,GLQLTQREFV,RGLQLTQREF






NSPT




FMO3
c.1530C>A
p.F510
AILTQWDRSLKPMQTRVVGRLQKPC[p.
CLFFHWLKL,RLQKPCLFF,LFFHWLKLF,LQKPCLFFH,RLQKP
CRC




L
F510L]LFFHWLKLFAIPILLIAVFLVLT*
CLFFH,LQKPCLFFHW,CLFFHWLKLF,KPCLFFHWLK,GRLQ







KPCLFF



FMOD
c.993C>A
p.S331
QKIPPVNTNLENLYLQGNRINEFSI[p.S3
FSIRSFCTV,SIRSFCTVV,RSFCTVVDV,INEFSIRSF,FSIRSFCT
KIRP




R
31R]RSFCTVVDVVNFSKLQVLRLDGNE
VV,RSFCTVVDVV,RINEFSIRSF,NEFSIRSFCT






IK




FN1
c.868C>T
p.R290
RGEWKCERHTSVQTTSSGSGPFTDV[p.
FTDVCAAVY,GPFTDVCAAV
UCEC




C
R290C]CAAVYQPQPHPQPPPYGHCVT







DSGVV




FNBP4
c.172_177d
p.TT58
PEPDTEPDSTAAVPSQPAPSAATTT[p.T
APSAATTTA,ATTTAVTAAA,APSAATTTAV
PRAD



e|ACCACC
de|
T58de|]AVTAAAASDDSPSEDEQEAVQ







EVPRVVQNPP




FNDC
c.1955G>A
p.R652
QGTSHRPSLPASLNDNDLVDSDEDE[p.
HAVGSLHPK,DEHAVGSLH,DEDEHAVGSL
CRC


1

H
R652H]HAVGSLHPKGAFAQPRPALSPS







RQSP




FNDC
c.3535_353
p.D118
APGKSEPPSKRPLSSKSQQSVSAED[p.D
AEDEEEDAGF
PAAD


1
7de|GAC
0de|
1180de|]EEEDAGFFKGGKEDLLSSSVP







KWPSSST




FOLH1
c.1501de|A
p.S501f
NLTKELKSPDEGFEGKSLYESWTKK[p.S
KVLPQSSVA,YESWTKKVL,KKVLPQSSV,SLYESWTKKV,LYE
STAD




s
501fs]VLPQSSVACPG*
SWTKKVL,KKVLPQSSVA



FOLH1
c.1927G>T
p.A643
HPQEMKTYSVSFDSLFSAVKNFTEI[p.A
KNFTEISSK,NFTEISSKF,EISSKFSER,ISSKFSERL,EISSKFSERL,
LUAD




S
643S]SSKFSERLQDFDKSNPIVLRMMN
KNFTEISSKF






DQL




FOXD
c.1215de|C
p.C405f
GQFCSNSSSIRRTAPTAALPPRARC[p.C
RARCGRAPV,CGRAPVGLV,EVSGSGGGL,APVGLVGAA,RA
KIRC


4L4

s
405fs]GRAPVGLVGAAEVSGSGGGL*
RCGRAPVG,AEVSGSGGGL



FOXK1
c.1060C>T
p.R354
SGIYAHITKHYPYYRTADKGWQNSI[p.R
WQNSIWHNL,NSIWHNLSL,WHNLSLNRY,SIWHNLSLNR,
CRC




W
354W]WHNLSLNRYFIKVPRSQEEPGK
GWQNSIWHNL,IWHNLSLNRY,WHNLSLNRYF






GSFW




FOXN
c.287de|C
p.P96fs
NLLKSFGESVLRSVSPVQDLDDDTP[p.P
TMPGRTPTA,LTCPTMPGR,AASYLWPSR,SYLWPSRTL,DT
CRC,STAD


3


96fs]HPLPTLTCPTMPGRTPTANPPTPS
PHPLPTL,SAASYLWPS,LPTLTCPTM,PPTPSAASY,TPSAASY






AASYLWPSRTLQPSACQ*
LW,SAASYLWPSR,ASYLWPSRTL,TLTCPTMPGR,HPLPTLT







CPT,CPTMPGRTPT,WPSRTLQPSA,NPPTPSAASY



FOXQ
c.404C>T
p.S135
RSKPYTRRPKPPYSYIALIAMAIRD[p.S1
AIRDLAGGR,IAMAIRDLA,ALIAMAIRDL,LIAMAIRDLA,AIR
BLCA


1

L
35L]LAGGRLTLAEINEYLMGKFPFFRGS
DLAGGRL,MAIRDLAGGR,RDLAGGRLTL






Y




FOXRE
c.407G>T
p.R136
SVGGICQQFSLPENIQLSLFSASFL[p.R1
SLFSASFLL,FSASFLLNI,FLLNINEYL,LLNINEYLA,SFLLNINEY,
LUAD


D1

L
36L]LNINEYLAVVDAPPLDLRFNPSGYL
LNINEYLAV,FLLNINEYLA,LLNINEYLAV,ASFLLNINEY,LFSA






L
SFLLNI,SFLLNINEYL,LSLFSASFLL,LNINEYLAVV



FPGS
c.64A>G
p.I22V
MSRARSHLRAALFLAAASARG[p.I22V]
SARGVTTQV,GVTTQVAAR,VTTQVAARR,LAAASARGV,FL
ACC





VTTQVAARRGLSAWPVPQEPSMEYQD
AAASARGV,ASARGVTTQV,SARGVTTQVA



FPGT-
c.1364G>A
p.R455
NVININHQGRDGHTGLHSACYHGHI[p.
CYHGHIHLV,HIHLVQFLL,ACYHGHIHL,HGHIHLVQF,GHIH
CRC


TNNI3

H
R455H]HLVQFLLDNGADMNLVACDPS
LVQFL,YHGHIHLVQF,HSACYHGFIIH,SACYHGHIHL,GHIHL



K


RSSGE
VQFLL



FPR2
c.161G>A
p.R54Q
PLVVLGVTFVLGVLGNGLVIWVAGF[p.
FQMTRTVTT,QMTRTVTTI,WVAGFQMTR,VIWVAGFQM,
GBM





R54Q]QMTRTVTTICYLNLALADFSFTA
AGFQMTRTV,FQMTRTVTTI,IWVAGFQMTR,LVIWVAGF






TLP
QM



FRAS1
c.1145G>T
p.C382
FMSSNASEVKRIPEGEKWEDGPCKV[p.
WEDGPCKVF,FECRGAQVT,KVFECRGAQV,KWEDGPCKVF
LUAD




F
C382F]FECRGAQVTCYEPSCPPCPVGT







LALE




FRG1
c.254_256d
p.E86d
AIEMDKGTYIHALDNGLFTLGAPHK[p.E
FTLGAPHKV
PRAD



e|AAG
e|
86de|]VDEGPSPPEQFTAVKLSDSRIALK







SGYG




FRG1
c.101T>C
p.I34T
RIALKSGYGKYLGINSDELVGHSDA[p.I3
DELVGHSDAT
PRAD


B


4T]TGPREQWEPVFQNGKMALLASNS







CFI




FRG1
c.110G>A
p.R37K
LKSGYGKYLGINSDELVGHSDAIGP[p.R
GPKEQWEPV,DAIGPKEQW,VGHSDAIGPK
UCS


B


37K]KEQWEPVFQNGKMALLASNSCFI







RCN




FRG1
c.115C>A
p.Q39K
SGYGKYLGINSDELVGHSDAIGPRE[p.Q
GPREKWEPV,DAIGPREKW,HSDAIGPREK,KWEPVFQNGK,
CLL


B


39K]KWEPVFQNGKMALLASNSCFIRC
GPREKWEPVF






NEA




FRG1
c.125C>A
p.P42Q
GKYLGINSDELVGHSDAIGPREQWE[p.
GPREQWEQV,EQVFQNGKM,GPREQWEQVF,WEQVFQN
PRAD


B


P42Q]QVFQNGKMALLASNSCFIRCNE
GKM,QVFQNGKMAL,REQWEQVFQN






AGDI




FRG1
c.145A>G
p.M49
SDELVGHSDAIGPREQWEPVFQNGK[p.
FQNGKVALL,FQNGKVALLA,VFQNGKVALL,VALLASNSCF,
TGCT


B

V
M49V]VALLASNSCFIRCNEAGDIEAKS
WEPVFQNGKV






KTA




FRG1
c.148G>C
p.A50P
DELVGHSDAIGPREQWEPVFQNGKM[p.
FQNGKMPLL,VFQNGKMPL,MPLLASNSC,PLLASNSCF,FQ
KIRP,PRAD,


B


A50P]PLLASNSCFIRCNEAGDIEAKSK
NGKMPLLA,VFQNGKMPLL,MPLLASNSCF
SKCM





TAG




FRG1
c.155T>C
p.L52S
LVGHSDAIGPREQWEPVFQNGKMAL[p.
SASNSCFIR,LSASNSCFI,ALSASNSCF,FQNGKMALSA,ALSA
PRAD,UCS


B


L52S]SASNSCFIRCNEAGDIEAKSKTA
SNSCFI,KMALSASNSC,LSASNSCFIR,MALSASNSCF






GEE




FRG1
c.157G>A
p.A53T
VGHSDAIGPREQWEPVFQNGKMALL[p.
LLTSNSCFI,LTSNSCFIR,ALLTSNSCF,ALLTSNSCFI,FQNGK
GBM,PRAD


B


A53T]TSNSCFIRCNEAGDIEAKSKTA
MALLT,KMALLTSNSC,LLTSNSCFIR,MALLTSNSCF






GEEE




FRG1
c.163A>G
p.N55D
HSDAIGPREQWEPVFQNGKMALLAS[p.
LLASDSCFI,LASDSCFIR,ALLASDSCF,ALLASDSCFI,LLASDS
PRAD


B


N55D]DSCFIRCNEAGDIEAKSKTAGEE
CFIR,MALLASDSCF






EMI




FRG1
c.175A>G
p.I59V
IGPREQWEPVFQNGKMALLASNSCF[p.
LLASNSCFV,LASNSCFVR,ALLASNSCFV,LLASNSCFVR
PRAD,SKCM


B


I59V]VRCNEAGDIEAKSKTAGEEEMIK







SLS




FRG1
c.194G>A
p.G65E
WEPVFQNGKMALLASNSCFIRCNEA[p.
FIRCNEAEDI
UCS


B


G65E]EDIEAKSKTAGEEEMIKSLSHSLP







SS




FRG1
c.29T>C
p.I10T
MAVKLSDSR[p.I10T]TALKSGYGKYLGI
LSDSRTALK,KLSDSRTAL,TALKSGYGK,RTALKSGYG,KLSDS
PRAD,UCS


B


NSDELVGHSDAIG
RTALK,RTALKSGYGK,AVKLSDSRTA,TALKSGYGKY,VKLSD







SRTAL



FRG1
c.31G>A
p.A11T
MAVKLSDSRI[p.A11T]TLKSGYGKYLGI
KLSDSRITL,ITLKSGYGK,LSDSRITLK,TLKSGYGKY,SRITLKSG
PRAD


B


NSDELVGHSDAIGP
Y,TLKSGYGKYL,KLSDSRITLK,RITLKSGYGK,ITLKSGYGKY,V







KLSDSRITL



FRG1
c.39A>T
p.K13N
MAVKLSDSRIAL[p.K13N]NSGYGKYLG
IALNSGYGK,SRIALNSGY,ALNSGYGKY,ALNSGYGKYL,RIAL
GBM,PRAD,


B


INSDELVGHSDAIGPRE
NSGYGK,IALNSGYGKY,DSRIALNSGY
UCS


FRG1
c.59T>C
p.L20P
MAVKLSDSRIALKSGYGKY[p.L20P]PGI
YPGINSDEL,KYPGINSDEL,KSGYGKYPGI,YPGINSDELV
KIRP


B


NSDELVGHSDAIGPREQWEPVFQ




FRG1
c.95A>T
p.D32V
DSRIALKSGYGKYLGINSDELVGHS[p.D
ELVGHSVAI,VAIGPREQW,DELVGHSVA,NSDELVGHSV,DE
PRAD,UCS


B


32V]VAIGPREQWEPVFQNGKMALLAS
LVGHSVAI






NSC




FRG2
c.424G>T
p.D142
ECSLSLNKKSRSSTPVHNSEIQETC[p.D1
NSEIQETCY,YAHHRGRSR,CYAHHRGR,SEIQETCYA,IQET
LUAD


B

Y
42Y]YAHHRGRSRACTGRSKRHRSRALG
CYAHH,ETCYAHHRGR,CYAHHRGRSR,YAHHRGRSRA,SEI






VQ
QETCYAH



FRMD
c.3014de|C
p.P100
CKATSAALPQSQRSSTPSSEIGATP[p.P1
SEIGATPQA,SEIGATPQAA
STAD


4A

5fs
005fs]QAAPTTS*




FRMP
c.3277G>C
p.E109
APKYTEPLLSPRDEPRSDECGINPG[p.E
NPGQKIAS,GQKIASIP,GQKIASIPTK
LUAD


D1

3Q
1093Q]QKIASIPTKEEPQGQLSLERDRE







VTN




FRS2
c.140T>C
p.L47S
KVINVDDDGNELGSGIMELTDTELI[p.L
LTDTELISY,DTELISYTR,ELISYTRKR,ISYTRKRDSV,SYTRKRD
TGCT





47S]SYTRKRDSVKWHYLCLRRYGYDSN
SVK,ELTDTELISY






LF




FSHB
c.128C>A
p.T43N
CNSCELTNITIAIEKEECRFCISIN[p.T
NTWCAGYCY,INNTWCAGY,FCISINNTW,RFCISINNTW,SI
LUAD





43N]NTWCAGYCYTRDLVYKDPARPKIQKT
NNTWCAGY,NTWCAGYCYT



FUBP1
c.1288C>T
p.R430
QSGARIELQRNPPPNADPNMKLFTI[p.
CGTPQQIDY,FTICGTPQQI
UCEC




C
R430C]CGTPQQIDYARQLIEEKIGGPV







NPLG




FUT6
c.418_419i
p.S140f
NPSAQLPRSPRRQGQRWIWFSMESP[p.
VLSGLRELL,FLQGLLETA,GLLETAGGI,NLIFLGPHL,HLSGGL
KIRC



nsA
s
S140fs]KPLLAAESHGRILQSHHVLPQ
IYL,FSMESPKPL,VLPQRLRFIL,ALRLAGAVV,GLGSVQLGA,P






RLRHLHALRLAGAVVRPACPPTAQPLG
LPELLSLA,LLSLAGDAA,LLQLGTRFL,FLGPHLSGG,IWFSME






QDRAGGLGSVQLGAKLRQGALLPEPA
SPK,RLRHLHALR,ASLLQLGTR,LSGGLIYLR,AWAARNLIF,RI






GPSQGGRVRTLPQAPAPGNFIDGDAVP
LQSHHVL,VVRPACPPT,KLRQGALLP,RVRTLPQAP,GLRELL






VQVLSGLRELLAPRLHHREAVEERPGGL
APR,RARGAGPQQ,ATRRLHPRG,RLHPRGRLP,GTRFLQGL






GRARGAGPQQKQLREVPATRRLHPRG
L,AARNLIFLG,QSHHVLPQR,LLAPRLHHR,QLREVPATR,PA






RLPEPQGPGPVPAGAGQGPRPLPELLS
TRRLHPR,GWCGAWAAR,ESPKPLLAA,DAAASLLQL,WAA






LAGDAAASLLQLGTRFLQGLLETAGGIQ
RNLIFL,RPACPPTAQ,VPVQVLSGL,APRLHHREA,HPRGRLP






VPDTRHSGLVHLRGWCGAWAARNLIF
EP,GPRPLPELL,RPLPELLSL,VPDTRHSGL,GPHLSGGLI,QRL






LGPHLSGGLIYLRTRLPEASPA*
RHLHAL,GAKLRQGAL,SLLQLGTRF,HLRGWCGAW,SMESP







KPLL,MESPKPLLA,LQSHHVLPQ,LRHLHALRL,RHLHALRLA,







HLHALRLAG,AKLRQGALL,RQGALLPEP,SQGGRVRTL,KQL







REVPAT,REVPATRRL,LSLAGDAAA,LAGDAAASL,LETAGGI







QV,TRHSGLVHL,RGWCGAWAA,GAWAARNLI,FSMESPKP







LL,LLAAESHGRI,RLAGAVVRPA,GLRELLAPRL,SLAGDAAAS







L,SLLQLGTRFL,FLGPHLSGGL,RLRHLHALRL,HLHALRLAGA,







VLSGLRELLA,LLSLAGDAAA,QLGTRFLQGL,LLETAGGIQV,







HLRGWCGAWA,WIWFSMESPK,GLGSVQLGAK,HLSGGLI







YLR,GAWAARNLIF,AWAARNLIFL,HGRILQSHHV,HVLPQR







LRHL,ALRLAGAVVR,VVRPACPPTA,KLRQGALLPE,GGRVR







TLPQA,RVRTLPQAPA,RTLPQAPAPG,RARGAGPQQK,ATR







RLHPRGR,RLHPRGRLPE,RGWCGAWAAR,ELLAPRLHHR,







QLREVPATRR,VPATRRLHPR,EAVEERPGGL,QVPDTRHSG







L,LPQRLRHLHA,APGNHDGDAV,APRLHHREAV,GPQQKQ







LREV,LPEPQGPGPV,PQRLRHLHQL,GPHLSGGLIY,MESPK







PLLAA,LAAESHGRIL,GRILQSHHVL,HALRLAGAVV,RAGGL







GSVQL,RQGALLPEPA,VQVLSGLREL,RELLAPRLHH,QQKQ







LREVPA,REVPATRRLH,GQGPRPLPEL,GDAAASLLQL,ASLL







QLGTRF,LQLGTRFLQG,RFLQGLLETA,IQVPDTRHSG,VHLR







GWCGAW,RNLIFLGPFIL,AESHGRILQS,PELLSLAGDA,VPD







TRHSGLV



FYB
c.972de|G
p.G324
NQEELASGTPPARFPKAPSKLTVGG[p.
LTVGGHGA,GGHGAKVR,HGAKVRKRK,KVRKRKRE,RI
STAD




fs
G324fs]HGAKVRKRKRETRIQPPRNRS
QPPRNRS,RNRSHCLPC,TVGGHGAKV,PPRNRSHCL,HQNP






HCLPCLPWVHLHQNPTDHQMLT*
TDHQM,IQPPRNRSH,SHCLPCLPW,LPCLPWVHL,LPWVH







LHQN,CLPCLPWVHL,KLTVGGHGAK,KVRKRKRETR,RIQPP







RNRSH,RNRSHCLPCL,ETRIQPPRNR,LTVGGHGAKV,QPPR







NRSHCL,RSHCLPCLPW,LHQNPTDHQM,HQNPTDHQML,







LPWVHLHQNP



FZD3
c.1099G>A
p.D367
LTIILLAMNKIEGDNISGVCFVGLY[p.D3
NVDALRYFV,GLYNVDALR,LYNVDALRY,YNVDALRYF,GVC
CRC




N
67N]NVDALRYFVLAPLCLYVVVGVSLLL
FVGLYNV,GLYNVDALRY,LYNVDALRYF,YNVDALRYFV






A




FZD6
c.1247G>A
p.R416
ISLNHVRQVIQHDGRNQEKLKKFMI[p.
KLKKFMIQI,IQIGVFSG,KFMIQIGVF,QIGVFSGLY,KKFMI
UCEC




Q
R416Q]QIGVFSGLYLVPLVTLLGCYVYE
QIGV,FMIQIGVFSG,MIQIGVFSGL,KLKKFMIQIG,IQIGVFS






QVN
GLY,KKFMIQIGVF



GABR
c.218G>A
p.R73H
LSPKHAPDIPDDSTDNITIFTRILD[p.R73
ILDHLLDGY,IFTRILDHL,HLLDGYDNR,FTRILDHLL,HLLDGY
UCEC


A3


H]HLLDGYDNRLRPGLGDAVTEVKTDIY
DNRL,TIFTRILDHL,IFTRILDHL,RILDHLLDGY



GABR
c.1379G>A
p.R460
PFSRANAAETISAARALPSASPTSI[p.R460
SIQTGYMPR,IQTGYMPRK,SPTSIQTGY,SIQTGYMPRK,TSI
CRC,UCEC


A4

Q
Q]QTGYMPRKASVGSASTRHVFGSR
QTGYMPR,ASPTSIQTGY,SPTSIQTGYM,IQTGYMPRKA






LQR




GABR
c.377G>A
p.S126
RQSWKDERLRFKGPMQRLPLNNLLA[p.
NKIWTPDTF,ANKIWTPDTF,NKIWTPDTFF
CRC


A5

N
S126N]NKIWTPDTFFHNGKKSIAHNM







TTPNK




GABR
c.670C>A
p.Q224
SEVVYVWTNGSTKSVVVAEDGSRLN[p.
KYHLMGQTV,GSRLNKYHL,SRLNKYHLM,GSRLNKYHLM,A
LUAD


A5

K
Q224K]KYHLMGQTVGTENISTSTGEYT
EDGSRLNKY,NKYHLMGQTV






IMTA




GABR
c.940G>A
p.V314I
SARHSLPKVSYATAMDWFIAVCFAF[p.
FIAVCFAFI,FAFIFSALI,FIFSALIEF,IAVCFAFIF,CFAFIFSAL,
GBM


A6


V314I]IFSALIEFAAVNYFTNLQTQKAKR
FIFSALIEFA,WFIAVCFAFI,CFAFIFSALI,AFIFSALIEF,






KA
FIAVCFAFIF,VCFAFIFSAL



GABR
c.1246C>T
p.R416
KATMYSYDSASIQYRKPLSSREAYG[p.R
SSREAYGCA,EAYGCALDR,SREAYGCAL,SSREAYGCAL
PRAD


B1

C
416C]CALDRHGVPSKGRIRRRASQLKV







KIP




GABR
c.1498G>A
p.D500
RSLPHKKTHLRRRSSQLKIKIPDLT[p.D5
LTNVNAIDR,IKIPDLTNV,KIKIPDLTNV,KIPDLTNVNA,DLTN
CRC


B3

N
00N]NVNAIDRWSRIVFPFTFSLFNLVY
VNAIDR,NVNAIDRWSR,IPDLTNVNAI






WL




GABR
c.1236de|G
p.Q412
GSYRSVGVETGETKKEGAARSGGQG[p.
FLGERALGL,RLRPSMSST,ATLACPGAR,ALGLPSPLR,RVSK
STAD


D

fs
Q412fs]ASVPGSGPSTQTPLTFTPALCS
WDDSR,TFTPALCSL,AARSGGQGA,RSGGQGASV,SLRRLR






LRRLRPSMSSTGRHTPCEHRTQATLAC
PSM,RQLPRNFLG,RALGLPSPL,KWDDSRPRK,KTRGSLGLP,






PGARRQLPRNFLGERALGLPSPLRVSK
FTPALCSLR,ALCSLRRLR,TLACPGARR,QTPLTFTPA,TPLTF






WDDSRPRKTRGSLGLPEL*
TPAL,RPRKTRGSL,PSTQTPLTF,CEHRTQATL,TQATLACPG,







ARRQLPRNF,RRQLPRNFL,RNFLGERAL,GERALGLPS,RKTR







GSLGL,RGSLGLPEL,ALGLPSPLRV,ATLACPGARR,RALGLPS







PLR,CSLRRLRPSM,SLRRLRPSMS,RLRPSMSSTG,RTQATLA







CPG,KTRGSLGLPE,TFTPALCSLR,QTPLTFTPAL,LTFTPALCS







L,TPALCSLRRL,LPRNFLGERA,RPRKTRGSLG,GSGPSTQTPL,







GPSTQTPLTF,TQTPLTFTPA,TQATLACPGA,LACPGARRQL,







GARRQLPRNF,RQLPRNFLGE,ERALGLPSPL,TRGSLGLPEL,







LPSPLRVSKW,CEHRTQATLA,GERALGLPSP



GABR
c.613G>A
p.E205
LRLTINAECYLQLHNFPMDEHSCPL[p.E
KFSSYGYPK,PLKFSSYGY,DEHSCPLKF,HSCPLKFSSY,CPLKF
SKCM


G1

K
205K]KFSSYGYPKNEIEYKWKKPSVEVA
SSYGY,MDEHSCPLKF






DP




GABR
c.1103C>T
p.A368
VSYVKAVDIYLWVSFVFVFLSVLEY[p.A
VFLSVLEYV,FLSVLEYVA,VAVNYLTTV,VLEYVAVNY,LEYVA
PRAD


R2

V
368V]VAVNYLTTVQERKERKLREKFPC
VNYL,FVFLSVLEYV,FLSVLEYVAV,VLEYVAVNYL,YVAVNYL






MCG
TTV,SVLEYVAVNY,LEYVAVNYLT



GADL
c.1054C>A
p.L352I
VAWNPHKMLMAGIQCCALLVKDKSD[p.
KSDILKKCY,ILKKCYSAK,ILKKCYSAKA,LVKDKSDILK,DILKKC
LUAD


1


p.L352I]ILKKCYSAKASYLFQQDKFYDV
YSAK






SYDT




GAL3S
c.811G>T
p.A271
ESLVLLRRLLAWDLDDVLYAKLNAR[p.A
SASSRLAAI,KLNARSASS,RSASSRLAA,NARSASSRL,YAKLN
LUAD


T3

S
271S]SASSRLAAIPAALARAARTWNAL
ARSA,VLYAKLNARS,KLNARSASSR,NARSASSRLA,RSASSR






DAG
LAAI,LNARSASSRL,ARSASSRLAA



GALN
c.1072G>T
p.G358
LEIVTCSHVGHVFRKATPYTFPGGT[p.G
GGTCHVINK,YTFPGGTCH,FPGGTCHVI,YTFPGGTCHV,TF
LUSC


T13

C
358C]CHVINKNNRRLAEVWMDEFKDF
PGGTCHVI






FYII




GALN
c.702T>A
p.D234
VNRDWLQPLLHRVKEDYTRVVCPVI[p.
RVVCPVIEI,IEIINLDTF,CPVIEIINL,EIINLDTFTY,RVVCPVIEII
LUAD


T14

E
D234E]EIINLDTFTYIESASELRGGFDWS







LH




GALN
c.950_951i
p.W31
GIFVIDKSWFNHLGKYDAQMDIWGG[p.
AQMDIWGGR,MDIWGGREF,DAQMDIWGGR,QMDIWG
STAD


TL1
nsG
7fs
W317fs]REF*
GREF



GALN
c.1183G>A
p.E395
AMDRHYFQNTGAYDSLMSLRGGENL[p.
SLRGGENLK,GGENLKLSF,NLKLSFKAW,LKLSFKAWL,SLRG
UCEC


TL2

K
E395K]KLSFKAWLCGGSVEILPCSRV
GENLKL,MSLRGGENLK,NLKLSFKAWL,RGGENLKLSF,GEN






GHIYQ
LKLSFKA



GALN
c.133G>A
p.A45T
TALLFIYLHHNHVSSWQKKSQEPLS[p.A
LSTWSPGKK,KSQEPLSTW,KKSQEPLSTW
LIHC


TL5


45T]TWSPGKKVHQQIIYGSEQIPKPHVI







V




GALN
c.785G>T
p.R262I
LEPLLHAIAKDPKMVVCPLIDVIDD[p.R
VIDDITLEY,PLIDVIDDI,VIDDITLEYK,DVIDDITLEY,ITLEYKP
CRC


TL5


262I]ITLEYKPSPLVRGTFDWNLQFKW
SPL,CPLIDVIDDI






DNV




GALN
c.1694_169
p.K567
WGYRKDRTLFHPVSNSCMDCNPAEK[p.
NPAEKIFMA,CMDCNPAEKI,NPAEKIFMAR,MDCNPAEKIF
BRCA


TL6
6de|AGA
de|
p.K567de|]IFMARCDPLSETQQWIFEHI







NMTVLEKF




GARS
c.124C>G
p.P42A
LLLLPPRLLARPSLLLRRSLSAASC[p.P42
RSLSAASCA,LSAASCAPI,APISLPAAA,AASCAPISL,SLSAAS
ACC





A]APISLPAAASRSSMDGAGAEEVLAPL
CAPI,SAASCAPISL



GART
c.2420de|A
p.K807f
IESMQINGSVLKNGSLTNHFSFEKK[p.K
FEKKRPEWL,FSFEKKRPEW
OV




s
807fs]RPEWLS*




GAS2L
c.566A>C
p.D189
AAPTLVQLEEEIEEEVRRELALPPP[p.D1
RELALPPPA,LPPPAPSPPA,RELALPPPAP
TGCT


2

A
89A]APSPPAPPRRQPCHFRNLDQMV







QSLV




GAS6
c.449de|G
p.G150
CDRKGTQACQDLMGNFFCLCKAGWG[p.
TTSRVASTV,ATAASSSPL,KMSTNAARR,GWGAGSATK,AT
STAD




fs
p.G150fs]AGSATKMSTNAARRTGAAS
KMSTNAA,ARRTGAASR,RTGAASRSA,ASRSATTSR,RSATT






RSATTSRVASTVPATAASSSPLMAGPAK
SRVA,STVPATAAS,NAARRTGAA,WGAGSATKM,SRVAST






T*
VPA,TAASSSPLM,ATTSRVASTV,RVASTVPATA,ATKMSTN







AAR,AASRSATTSR,SSPLMAGPAK,AGWGAGSATK,STNAA







RRTGA,AARRTGAASR,RTGAASRSAT,ASRSATTSRV,TSRV







ASTVPA,ATAASSSPLM,SRVASTVPAT



GAS8
c.937C>A
p.R313
EEMSEMQKQLANYERDKQILLCTKA[p.
ILLCTKASL,LLCTKASLK,KASLKVREK,CTKASLKVR,SLKVREK
LUAD




S
R313S]SLKVREKELKDLQWEHEVLEQR
EL,LLCTKASLKV,ILLCTKASLK,SLKVREKELK,KQILLCTKAS






FTKV




GATA
c.1002_100
p.N334
ARRAGTSCANCQTTTTTLWRRNANG[p.
CLQCLWALL,WALLQASQY,RNANGGPCL,LWALLQASQY,
BRCA


3
3insG
fs
N334fs]GPCLQCLWALLQASQY*
RRNANGGPCL,LQCLWALLQA



GATA
c.1200_120
p.H400
CKKVHDSLEDFPKNSSFNPAALSRH[p.H
VLPEPHLAL,ALQPLQPHA,AIQPVLWTT,MLTGPPARV,FLK
BRCA


3
1insA
fs
400fs]NVLPEPHLALQPLQPHADHAHA
AESKIM,IMFATLQRS,YMFLKAESK,KIMFATLQR,SMLTGP






DAPAIQPVLWTTPPLQHGHRHGLEPCS
PAR,HFCRSSIMK,MFLKAESKI,CSMLTGPPA,RSSIMKPKR,I






MLTGPPARVPAVPFDLHFCRSSIMKPK
MKPKRDGY,KAESKIMFA,VPFDLHFCR,AALSRHNVL,EPHL






RDGYMFLKAESKIMFATLQRSSLWCLC
ALQPL,GPPARVPAV,KPKRDGYMF,FATLQRSSL,DLHFCRS






SNH*
SI,LHFCRSSIM,ESKIMFATL,LALQPLQPH,LQPHADHAH,H







AHADAPAI,LQHGHRHGL,RHGLEPCSM,PARVPAVPF,PAV







PFDLHF,LKAESKIMF,ATLQRSSLW,LQRSSLWCL,AESKIMF







AT,ADAPAIQPV,APAIQPVLW,SMLTGPPARV,YMFLKAES







KI,LQRSSLWCL,CSMLTGPPAR,LHFCRSSIMK,FCRSSIMK







PK,IMKPKRDGYM,GYMFLKAESK,SIMKPKRDGY,TTPPLQ







HGHR,AVPFDLHFCR,HADAPAIQPV,NPAALSRHNV,QPVL







WTTPPL,KPKRDGYMFL,DLHFCRSSIM,MFATLQRSSL,FLK







AESKIMF,RHNVLPEPHL,HLALQPLQPH,ADAPAIQPVL,HR







HGLEPCSM,ARVPAVPFDL,VPAVPFDLHF,FDLHFCRSSI,M







KPKRDGYMF,MFLKAESKIM,AESKIMFATL,IMFATLQRSS,







FATLQRSSLW,LQRSSLWCLC,PPARVPAVPF,PEPHLALQPL



GATA
c.1222_122
p.S408f
EDFPKNSSFNPAALSRHMSSLSHIS[p.S
ALQPLQPHA,AIQPVLWTT,MLTGPPARV,FLKAESKIM,IMF
BRCA


3
3insC
s
408fs]ALQPLQPHADHAHADAPAIQPV
ATLQRS,YMFLKAESK,KIMFATLQR,SMLTGPPAR,HFCRSSI






LWTTPPLQHGHRHGLEPCSMLTGPPA
MK,MFLKAESKI,MSSLSHISA,SSLSHISAL,CSMLTGPPA,RS






RVPAVPFDLHFCRSSIMKPKRDGYMFL
SIMKPKR,MKPKRDGY,KAESKIMFA,VPFDLHFCR,GPPAR






KAESKIMFATLQRSSLWCLCSNH*
VPAV,KPKRDGYMF,FATLQRSSL,DLHFCRSSI,LHFCRSSIM,







ESKIMFATL,SHISALQPL,SALQPLQPH,LQPHADHAH,HAH







ADAPAI,LQHGHRHGL,RHGLEPCSM,PARVPAVPF,PAVPF







DLHF,LKAESKIMF,ATLQRSSLW,LQRSSLWCL,AESKIMFAT,







ADAPAIQPV,APAIQPVLW,SMLTGPPARV,YMFLKAESKI,T







LQRSSLWCL,HMSSLSHISA,CSMLTGPPAR,LHFCRSSIMK,F







CRSSIMKPK,IMKPKRDGYM,GYMFLKAESK,SIMKPKRDGY,







TTPPLQHGHR,AVPFDLHFCR,MSSLSHISAL,HADAPAIQPV,







QPVLWTTPPL,KPKRDGYMFL,DLHFCRSSIM,MFATLQRSS







L,FLKAESKIMF,LSHISALQPL,ADAPAIQPVL,HRHGLEPCSM,







ARVPAVPFDL,VPAVPFDLHF,FDLHFCRSSI,MKPKRDGYM







F,MFLKAESKIM,AESKIMFATL,IMFATLQRSS,FATLQRSSL







W,LQRSSLWCLC,PPARVPAVPF



GATA
c.1223_122
p.S408f
EDFPKNSSFNPAALSRHMSSLSHIS[p.S
ALQPLQPFIA,AIQPVLWTT,MLTGPPARV,FLKAESKIM,IMF
BRCA


3
4insT
s
408fs]ALQPLQPHADHAHADAPAIQPV
ATLQRS,YMFLKAESK,KIMFATLQR,SMLTGPPAR,HFCRSSI






LWTTPPLQHGHRHGLEPCSMLTGPPA
MK,MFLKAESKI,MSSLSHISA,SSLSHISAL,CSMLTGPPA,RS






RVPAVPFDLHFCRSSIMKPKRDGYMFL
SIMKPKR,IMKPKRDGY,KAESKIMFA,VPFDLHFCR,GPPAR






KAESKIMFATLQRSSLWCLCSNH*
VPAV,KPKRDGYMF,FATLQRSSL,DLHFCRSSI,LHFCRSSIM,







ESKIMFATL,SHISALQPL,SALQPLQPH,LQPHADHAH,HAH







ADAPAI,LQHGHRHGL,RHGLEPCSM,PARVPAVPF,PAVPFDLH







F,LKAESKIMF,ATLQRSSLW,LQRSSLWCL,AESKIMFAT,







ADAPAIQPV,APAIQPVLW,SMLTGPPARV,YMFLKAESKI,T







LQRSSLWCL,HMSSLSHISA,CSMLTGPPAR,LHFCRSSIMK,F







CRSSIMKPK,IMKPKRDGYM,GYMFLKAESK,SIMKPKRDGY,







TTPPLQHGHR,AVPFDLHFCR,MSSLSHISAL,HADAPAIQPV,







QPVLWTTPPL,KPKRDGYMFL,DLHFCRSSIM,MFATLQRSS







L,FLKAESKIMF,LSHISALQPL,ADAPAIQPVL,HRHGLEPCSM,







ARVPAVPFDL,VPAVPFDLHF,FDLHFCRSSI,MKPKRDGYM







F,MFLKAESKIM,AESKIMFATL,IMFATLQRSS,FATLQRSSL







W,LQRSSLWCC,PPARVPAVPF



GATA
c.1290_129
p.S430f
ISPFSHSSHMLTTPTPMHPPSSLSF[p.S4
MLTGPPARV,FLKAESKIM,IMFATLQRS,YMFLKAESK,KIMF
BRCA


3
1insT
s
30fs]WTTPPLQHGHRHGLEPCSMLTG
ATLQR,SMLTGPPAR,HFCRSSIMK,MFLKAESKI,LSFWTTPP






PPARVPAVPFDLHFCRSSIMKPKRDGY
L,CSMLTGPPA,RSSIMKPKR,IMKPKRDGY,KAESKIMFA,VP






MFLKAESKIMFATLQRSSLWCLCSNH*
FDLHFCR,GPPARVPAV,KPKRDGYMF,FATLQRSSL,DLHFC







RSSI,LHFCRSSIM,ESKIMFATL,LQHGHRHGL,RHGLEPCSM,







PARVPAVPF,PAVPFDLHF,LKAESKIMF,ATLQRSSLW,LQR







SSLWCL,AESKIMFAT,HPPSSLSFW,SLSFWTTPPL,SMLTGP







PARV,YMFLKAESKI,TLQRSSLWCL,CSMLTGPPAR,MHPPS







SLSFW,LHFCRSSIMK,FCRSSIMKPK,IMKPKRDGYM,GYMF







LKAESK,SIMKPKRDGY,TTPPLQHGHR,AVPFDLHFCR,KPK







RDGYMFL,DLHFCRSSIM,MFATLQRSSL,FLKAESKIMF,HR







HGLEPCSM,ARVPAVPFDL,VPAVPFDLHF,FDLHFCRSSI,M







KPKRDGYMF,MFLKAESKIM,AESKIMFATL,IMFATLQRSS,







FATLQRSSLW,LQRSSLWCLC,PPARVPAVPF



GATA
c.1301_130
p.H434
FSHSSHMLTTPTPMHPPSSLSFGPH[p.
MLTGPPARV,FLKAESKIM,IMFATLQRS,YMFLKAESK,KIMF
BRCA


3
2insC
fs
H434fs]PPLQHGHRHGLEPCSMLTGPP
ATLQR,SMLTGPPAR,HFCRSSIMK,MFLKAESKI,CSMLTGP






ARVPAVPFDLHFCRSSIMKPKRDGYMF
PA,RSSIMKPKR,IMKPKRDGY,KAESKIMFA,VPFDLFIFCR,G






LKAESKIMFATLQRSSLWCLCSNH*
PPARVPAV,KPKRDGYMF,FATLQRSSL,DLHFCRSSI,LHFCR







SSIM,ESKIMFATL,LSFGPHPPL,LQHGHRHGL,RHGLEPCS







M,PARVPAVPF,PAVPFDLFIF,LKAESKIMF,ATLQRSSLW,L







QRSSLWCL,AESKIMFAT,SLSFGPHPPL,SMLTGPPARV,YM







FLKAESKI,TLQRSSLWCL,CSMLTGPPAR,LHFCRSSIMK,FCR







SSIMKPK,IMKPKRDGYM,GYMFLKAESK,SIMKPKRDGY,A







VPFDLHFCR,KPKRDGYMFL,DLHFCRSSIM,MFATLQRSSL,







FLKAESKIMF,HRHGLEPCSM,ARVPAVPFDL,VPAVPFDLHF,







FDLHFCRSSI,MKPKRDGYMF,MFLKAESKIM,AESKIMFAT







L,IMFATLQRSS,FATLQRSSLW,LQRSSLWCLC,PPARVPAVPF



GATA
c.1304_130
p.H435
HSSHMLTTPTPMHPPSSLSFGPHHP[p.
MLTGPPARV,FLKAESKIM,IMFATLQRS,YMFLKAESK,KIMF
BRCA


3
5insC
fs
H435fs]LQHGHRHGLEPCSMLTGPPAR
ATLQR,SMLTGPPAR,HFCRSSIMK,MFLKAESKI,CSMLTGP






VPAVPFDLHFCRSSIMKPKRDGYMFLK
PA,RSSIMKPKR,IMKPKRDGY,KAESKIMFA,VPFDLHFCR,L






AESKIMFATLQRSSLWCLCSNH*
SFGPFIHPL,GPPARVPAV,KPKRDGYMF,FATLQRSSL,DLHF







CRSSI,LHFCRSSIM,ESKIMFATL,LQHGHRHGL,RHGLEPCS







M,PARVPAVPF,PAVPFDLHF,LKAESKIMF,ATLQRSSLW,L







QRSSLWCL,HPLQHGHRH,AESKIMFAT,SLSFGPHHPL,SML







TGPPARV,YMFLKAESKI,LQRSSLWCL,CSMLTGPPAR,







LHFCRSSIMK,FCRSSIMKPK,IMKPKRDGYM,GYMFLKAESK,SI







MKPKRDGY,AVPFDLHFCR,KPKRDGYMFL,DLHFCRSSIM,







MFATLQRSSL,FLKAESKIMF,HRHGLEPCSM,ARVPAVPFDL,







VPAVPFDLHF,FDLFIFCRSSI,MKPKRDGYMF,MFLKAESKI







M,AESKIMFATL,IMFATLQRSS,FATLQRSSLW,LQRSSLWC







LC,PPARVPAVPF



GATA
c.1329G>T
p.M44
TTPTPMHPPSSLSFGPHHPSSMVTA[p.
HPSSMVTAI
LUAD


3

3I
M443I]IG*




GATA
c.983_984
p.L328f
RRLSAARRAGTSCANCQTTTTTLWR[p.
CLQCLWALL,QWGPCLQCL,TTTTTLWRL,WALLQASQY,EE
BRCA


3
insCTGGAG
s
L328fs]LEEECQWGPCLQCLWALLQAS
CQWGPCL,QWGPCLQCLW,LWALLQASQY,QTTTTTLWRL,




G

QY*
CQWGPCLQCL,LQCLWALLQA



GBP7
c.1292_129
p.G431
QAELKRLSELLTESISRGTFFVPGG[p.G4
FVPGGAQYL,AQYLLRSKK,GAQYLLRSK,FFVPGGAQY,VPG
STAD



3insG
fs
31fs]AQYLLRSKKED*
GAQYLL,FVPGGAQYLL,GAQYLLRSKK,FFVPGGAQYL,TFFV







PGGAQY



GCDH
c.1167de|G
p.L389f
VSLLKRNNCGKALDIARQARDMLGG[p.
MLGGMGFLT,RDMLGGMGF,GGMGFLTSI,RQARDMLGG
STAD




s
L389fs]MGFLTSIT*
M,RDMLGGMGFL



GCDH
c.244C>T
p.R82C
EEQLTTDEILIRDTFRTYCQERLMP[p.R8
RLMPCILLA,MPCILLANR,QERLMPCIL,LMPCILLANR,CQE
LUAD





2C]CILLANRNEVFHREIISEMGELGVLG
RLMPCIL,QERLMPCILL



GDAP
c.919A>G
p.T307
RVLKRKTFNKVLGHVNNILISAVLP[p.T3
ILISAVLPA,LISAVLPAA,AVLPAAFRV,VLPAAFRVA,SAVLPA
BRCA


1

A
07A]AAFRVAKKRAPKVLGTTLVVGLLA
AFR,LPAAFRVAK,ISAVLPAAF,ILISAVLPAA,VLPAAFRVAK,I






GV
SAVLPAAFR,AVLPAAFRVA,SAVLPAAFRV,LISAVLPAAF



GDF5
c.315_316i
p.E105f
GQTGGLTQPKKDEPKKLPPRPGGPE[p.
RICPQLLPA,ASRRQGTPK,QARTPSPNK,RTASRRQGT,KSRI
TGCT



nsA
s
E105fs]TQARTPSPNKAGYSPDCDPKRT
CPQLL,HTPRVHALA,SPTPHHTPR,HALAVQDAV,APTRAQ






ASRRQGTPKSRICPQLLPAEEGQGARA
GAV,TPRVHALAV,RQGTPKSRI,RAQGAVSPT,AQGAVSPT






PTRAQGAVSPTPHHTPRVHALAVQDA
P,HHTPRVHAL,TPSPNKAGY,AEEGQGARA,LLPAEEGQGA,






VRC*
TQARTPSPNK,TASRRQGTPK,QARTPSPNKA,AGYSPDCDP







K,ASRRQGTPKS,KSRICPQLLP,RVHALAVQDA,RTPSPNKA







GY,HALAVQDAVR,HTPRVHALAV,TPKSRICPQL,SPTPHHT







PRV,SRICPQLLPA,AQGAVSPTPH



GDPD
c.1779_178
p.G593
SVCSDNSYDTYANSTATPVGPRGGG[p.
GPRGGGQPH,EPRRAGGSV,QPPCGLQPL,HQDPHRAEW,
KIRP


5
0insC
fs
G593fs]QPHQDPHRAEWALAEDMSV
AEWALAEDM,WALAEDMSV,AEDMSVPPV,RAGGSVSEL,






PPVPDTEAGEPRRAGGSVSELGVLWER
WERAPQPPC,LQPLVSRSL,SELGVLWER,DPHRAEWAL,AL






APQPPCGLQPLVSRSLS*
AEDMSVPP,GLQPLVSRSL,RAEWALAEDM,RRAGGSVSEL,







AEWALAEDMS,SELGVLWERA,QPPCGLQPLV



GEM
c.803G>T
p.R268
RDSKEKNERRLAYQKRKESMPRKAR[p.
RLFWGKIVA,SMPRKARLF,RKARLFWGK,KARLFWGKI,LF
LUAD




L
R268L]LFWGKIVAKNNKNMAFKLKSKS
WGKIVAK,MPRKARLFW,ESMPRKARL,RLFWGKIVAK,SM






CHDL
PRKARLFW,KARLFWGKIV,MPRKARLFWG,KESMPRKARL,







RKARLFWGKI



GEN1
c.1526C>T
p.S509
VMSFQSHMTLKPTCEIFHKQNSKLN[p.
HKQNSKLNL,SKLNLGISP,LGISPDPTL,KQNSKLNLGI,FHKQ
UCEC




L
S509L]LGISPDPTLPQESISASLNSLLLPK
NSKLNL






N




GFM1
c.49_50ins
p.A17fs
MRLLGAAAVAALGRGRAP[p.A17fs]RL
RLPRLAEEA,ALGRGRAPR,RGRAPRLPR,APRLPRLAE,AALG
KICH



C

PRLAEEAG*
RGRAPR,RGRAPRLPRL



GFRAL
c.922C>A
p.Q308
LGTVLQVQCTCRTITQSEESLCKIF[p.Q3
KIFKHMLHR,IFKHMLHRK,SLCKIFKHM,SLCKIFKHML,KIFK
LUAD




K
08K]KHMLHRKSCFNYPTLSNVKGMAL
HMLHRK,KHMLHRKSCF






YTR




GGA2
c.188C>T
p.A63V
MSEQDWSAIQNFCEQVNTDPNGPTH[p.
HVPWLLAHK,HVPWLLAH,VPWLLAHKI,GPTHVPWLL,N
UCEC





A63V]VPWLLAHKIQSPQEKEALYALT
TDPNGPTHV,HVPWLLAHKI,DPNGPTHVPW






VLEM




GIGYF
c.680G>A
p.R227
PNFEEGGPTSVGRKHEFIRSESENW[p.
ESENWHIFR,SESENWHIF,RSESENWHIF
UCEC


2

H
R227H]HIFREEQNGEDEDGGWRLAGS







RRDGE




GIMA
c.827de|T
p.V276
LLKLKYDEKIKNIREEAERNIFKDV[p.V27
NVSFILPNL,IGFGRCFQK,IFKDVLIGF,CFQKYGIGF,IGFCRN
STAD


P7

fs
6fs]LIGFGRCFQKYGIGFCRNVSFILPNL
VSF,GFGRCFQKY,VLIGFGRCF,VSFILPNLL,LIGFGRCFQK,K






L*
YGIGFCRNV,IGFGRCFQKY,FQKYGIGFCR,NVSFILPNLL,NI







FKDVLIGF,AERNIFKDVL,RCFQKYGIGF,GIGFCRNVSF,IGFC







RNVSFI,RNVSFILPNL



GIMA
c.1630G>T
p.A544
SCCEKGDTFFVLVFQLGRFTEEDKT[p.A
KTSVAKLEA,FTEEDKTSV,SVAKLEAIF,KTSVAKLEAI,TSVAK
KIRP


P8

S
544S]SVAKLEAIFGADFTKYAIMLFTRK
LEIAF,EEDKTSVAKL






ED




GIPC3
c.679de|G
p.G227
SRSSKCPVEAKVTSGRETLRLRSGG[p.G
RLMTCWKAT,RAPRSLHAV,SLRRRFILGR,TCWKATWAF,T
STAD




fs
227fs]LPQWRKRPVSLRRRHLGRLMTC
WAFGTPSW,RLRSGGLPQ,QWRKRPVSL,RKRPVSLRR,RRR






WKATWAFGTPSWRPPWWRRPRRQR
HLGRLM,LGRLMTCWK,CWKATWAFG,SWRPPWWRR,RP






APRSLHAV*
RRARAPR,RQRAPRSLH,WAFGTPSWR,RPPWWRRPR,MT







CWKATWA,LPQWRKRPV,TLRLRSGGL,LRSGGLPQW,LMT







CWKATW,RRQRAPRSL,TPSWRPPWW,LMTCWKATWA,







GLPQWRKRPV,SLRRRHLGRL,HLGRLMTCWK,RSGGLPQ







WRK,VSLRRRHLGR,RLMTCWKATW,MTCWKATWAF,RLR







SGGLPQW,QWRKRPVSLR,RKRPVSLRRR,SWRPPWWRRP,







WWRRPRRQRA,RQRAPRSLHA,TWAFGTPSWR,TPSWRP







PWWR,RPPWWRRPRR,ETLRLRSGGL,LPQWRKRPVS,RPV







SLRRRHL,RPRRQRAPRS,PQWRKRPVSL,LRRRHLGRLM,R







HLGRLMTCW,ATWAFGTPSW,FGTPSWRPPW



GIT2
c.368G>T
p.R123
KVHPNKAEFIRAKYQMLAFVHRLPC[p.
CLDDDSVTA,LPCLDDDSV,RLPCLDDDSV,LAFVHRLPCL
LUAD




L
R123L]LDDDSVTAKDLSKQLHSSVRTG







NLET




GJA1
c.932de|C
p.A311
YKLVTGDRNNSSCRNYNKQASEQNW[p.
SLTPMHSLL,LISPMITRI,KQASEQNWV,LLISPMITR,SPMIT
KIRC




fs
p.A311fs]VITVQNKIEWGRREAPSLTP
RILK,QASEQNWVI,WVITVQNKI,REAPSLTPM,SEQNWVIT






MHSLLISPMITRILKN*
V,WGRREAPSL,MHSLLISPM,IEWGRREAP,KQASEQNWVI,







SLTPMHSLLI,LLISPMITRI,LISPMITRIL,SLLISPMITR,ISPMI







TRILK,NWVITVQNKI,TVQNKIEWGR,APSLTPMHSL,RREA







PSLTPM,REAPSLTPMH,PMHSLLISPM,MHSLLISPMI,IEW







GRREAPS



GJB3
c.479G>A
p.R160
LIFKLIIEFLFLYLLHTLWHGFNMP[p.R16
NMPHLVQCA,HLVQCANVA,MPHLVQCAN,LWHGFNMP
GBM




H
0H]HLVQCANVAPCPNIVDCYIARPTEK
HL,MPHLVQCANV






K




GJB4
c.64C>A
p.R22S
MNWAFLQGLLSGVNKYSTVLS[p.R22S]
VLSSIWLSV,SIWLSVVFI,LSSIWLSVV,KYSTVLSSI,SSIWLSV
LUAD





SIWLSVVFIFRVLVYVVAAEEVWDDE
VF,STVLSSIWL,NKYSTVLSS,YSTVLSSIW,TVLSSIWLSV,VLS







SIWLSVV,KYSTVLSSIW,SIWLSVVFIF,SSIWLSVVFI,LSSIWL







SVVF,NKYSTVLSSI,YSTVLSSIWL



GLB1L
c.1221C>G
p.I407
KMPYEPLTPVLYLSLWDALKYLGEP[p.I
ALKYLGEPM,EPMKSEKPI,MKSEKPINM,ALKYLGEPMK,DA
LUAD


2

M
407M]MKSEKPINMENLPVNGGNGQS
LKYLGEPM






FGYIL




GLI1
c.815de|G
p.W27
QEQLVHHINSEHIHGERKEFVCHWG[p.
KEFVCHWGA,KEFVCHWGAA
STAD




2fs
W272fs]AAPGS*




GLI3
c.2993C>T
p.P998
VHAPRRCSDGGAHGYGRRHLQPHDA[p.
ALGHGVRRA,DALGHGVRR,RHLQPHDAL,RRHLQPHDAL
ACC




L
p.P998L]LGHGVRRASDPVRTGSEGLAL







PRVPR




GLI3
c.3098de|C
p.P103
PVRTGSEGLALPRVPRFSSLSSCNP[p.P1
AVSCFRITR,SSLSSCNPR,SLSSCNPRR,SCNPRRWPR,RWPR
STAD




3fs
033fs]RRWPRPRRSAVSCFRITRGPRAA
PRRSA,RRSAVSCFR,RSAVSCFRI,CFRITRGPR,ITRGPRAAS,






SPETSTRPPVLPASPRTSPWSP*
STRPPVLPA,NPRRWPRPR,WPRPRRSAV,RPRRSAVSC,GP







RAASPET,LPASPRTSP,FSSLSSCNPR,SSLSSCNPRR,SSCNP







RRWPR,SAVSCFRITR,RWPRPRRSAV,CFRITRGPRA,ITRGP







RAASP,RAASPETSTR,STRPPVLPAS,CNPRRWPRPR,SCFRI







TRGPR,WPRPRRSAVS,RPRRSAVSCF,SPETSTRPPV,LPASP







RTSPW,RRWPRPRRSA,RRSAVSCFRI,FRITRGPRAA



GLIPR
c.276de|A
p.G92fs
IPRGSNLRFMTWDVALSRTARAWGK[p.
HVQKLDILY,SILNFMVLV,ALKMNLLQV,KMNLLQVLL,LLQ
STAD


1L2


G92fs]NVCLRIIFIYKMYKWSILNFMVL
VLLSEV,KMAVALETV,LIIFSLFGT,TLTKLWLL,KLVVLLLHV,






VKICGSALKMNLLQVLLSEVGMQRRKC
VLLLHVQKL,YMQQFSYAT,VLVKICGSA,CLRIIFIYK,IIFIYKM






TILKMAVALETVLIIFSLFGTTLTKLVVLLL
YK,KMYKWSILN,ILNFMVLVK,SLFGTTLTK,VVLLLHVQK,IL






HVQKLDILYMQQFSYATMRQEEH*
YMAQFSY,QQFSYATMR,IFIYKMYKW,IYKMYKWSI,MYK







WSILNF,KWSILNFMV,TVLIIFSLF,IFSLFGTTL,LYMQQFSYA,







TARAWGKNV,MQRRKCTIL,QRRKCTILK,RIIFIYKMY,LLSE







VGMQR,CTILKMAVA,ETVLIIFSL,LVKICGSAL,YKMYKWSIL,







GMQRRKCTI,VQKLDILYM,MQQFSYATM,RAWGKNVCL,







KNVCLRIIF,LRIIFIYKM,YKWSILNFM,WSILNFMVL,KICGSA







LKM,LKMNLLQVL,LQVLLSEVG,RRKCTILKM,LKMAVALET,







MAVALETVL,VALETVLII,ALETVLIIF,LHVQKLDIL,LDILYMQ







QF,FIYKMYKWSI,YKWSILNFMV,WSILNFMVLV,ILNFMVL







VKI,NLLQVLLSEV,KMAVALETVL,VLIIFSLFGT,IIFSLFGTTL,







SLFGTTLTKL,TLTKLVVLLL,ILYMQQFSYA,YMQQFSYATM,







VLVKICGSAL,ALKMNLLQVL,RIIFIYKMYK,KMYKWSILNF,S







ILNFMVLVK,LVKICGSALK,MQRRKCTILK,FSLFGTTLTK,RA







WGKNVCLR,LVVLLLFIVQK,MQQFSYATMR,AWGKNVCLR







I,IYKMYKWSIL,MYKWSILNFM,KWSILNFMVL,VALETVLIIF,







ETVLIIFSLF,LYMQQFSYAT,RTARAWGKNV,CLRIIFIYKM,D







ILYMQQFSY,CTILKMAVAL,MAVALETVLI,VGMQRRKCTI,







GMQRRKCTIL,LQVLLSEVGM,ARAWGKNVCL,GKNVCLRII







F,LRIIFIYKMY,IIFIYKMYKW,VKICGSALKM,LKMNLLQVLL,







QRRKCTILKM,LKMAVALETV,LETVLIIFSL,LHVQKLDILY,HV







QKLDILYM,KLDILYMQQF,QQFSYATMRQ



GLOD
c.667_668i
p.Q223
KLELQGVKGGVDHAAAFGRIAFSCP[p.
IAFSCPPER,NSTGGHSGR,HPRESNSTG,RESNSTGGH,CPP
LUAD


4
nsC
fs
Q223fs]PERVARLRRLDEKGEPEDSDSP
ERVARL,RIAFSCPPER,VARLRRLDEK,FSCPPERVAR,IAFSCP






GEPGHPRESNSTGGHSGRP*
PERV



GLRA3
c.1360C>A
p.L454I
DTISRACFPLAFLIFNIFYWVIYKI[p.L454
FYWVIYKII,IFYWVIYKII,IYKIIRHEDI,FYWVIYKIIR
CRC





I]IRHEDIHQQQD*




GLRA3
c.396C>A
p.F132
AYSEYPDDSLDLDPSMLDSIWKPDL[p.F
LLFANEKGA,SIWKPDLLF,IWKPDLLFA,DSIWKPDLL,SIWK
CRC




L
132L]LFANEKGANFHEVTTDNKLLRIFK
PDLLFA,LFANEKGANF






NG




GLT8D
c.533C>T
p.A178
IYLDDDVIVQGDIQELYDTTLALGH[p.A
TLALGHVAA,DTTLALGHV,TTLALGHVA,LALGHVAAF,DTT
GBM


2

V
178V]VAAFSDDCDLPSAQDINRLVGLQ
LALGHVA,TTLALGHVAA,TLALGHVAAF






NTY




GLTSC
c.1166A>G
p.Q389
RHQELFRLRGIKAQVALRLAELARR[p.Q
RRRRRQARR,ELARRRRRR,RLAELARRR,LARRRRRRQA,RR
ACC


R2

R
389R]RRRRQARREAEADKPRRLGRLKY
RRRRQARR,RLAELARRRR






QAP




GLYR1
c.1139_114
p.G380
CYVDMSTVDADTVTELAQVIVSRGG[p.
SPRLRESAA,GALSGSPRL,RGGALSGSPR,QVIVSRGGAL,SP
STAD



0insG
fs
G380fs]ALSGSPRLRESAAV*
RLRESAAV



GNA1
c.598A>G
p.R200
KYFLDNLDKLGEPDYIPSQQDILLA[p.R2
ILLAGRPTK,SQQDILLAG,LLAGRPTKGI
BLCA


3

G
00G]GRPTKGIHEYDFEIKNVPFKMVDV







GG




GNAO
c.848C>A
p.P283
KWFTDTSIILFLNKKDIFEEKIKKS[p.P28
KIKKSQLTI,QLTICFPEY,KKSQLTICF,KIKKSQLTIC,SQLTICFP
LUAD


1

Q
3Q]QLTICFPEYTGPSAFTEAVAYIQAQY
EY,IKKSQLTICF,FEEKIKKSQL



GNAS
c.2530C>T
p.R844
QYFLDKIDVIKQADYVPSDQDLLRC[p.R
CCVLTSGIF,RCCVLTSGIF
LIHC




C
844C]CVLTSGIFETKFQVDKVNFHMFD







VGG




GNAS
c.2531G>A
p.R844
QYFLDKIDVIKQADYVPSDQDLLRC[p.R
LLRCHVLTS,CHVLTSGIF,RCHVLTSGIF
PAAD




H
844H]HVLTSGIFETKFQVDKVNFHMFD







VGG




GNB1
c.239T>C
p.I80T
LAKIYAMHWGTDSRLLVSASQDGKL[p.
LTIWDSYTT,SQDGKLTIW,GKLTIWDSY,TIWDSYTTNK,AS
CLL





I80T]TIWDSYTTNKVHAIPLRSSWVMT
QDGKLTIW






CAY




GNG1
c.202de|A
p.T68fs
CEEHARSDPLLIGIPTSENPFKDKK[p.T6
KLASSYSGI,ASSYSGIEK,LLASSQQRK,KDKKLASSY,KKLASS
STAD


2


8fs]LASSYSGIEKQLLASSQQRKL*
YSG,KQLLASSQQ,IEKQLLASS,LLASSQQRKL,QLLASSQQR







K,LASSYSGIEK,SYSGIEKQLL,FKDKKLASSY,KKLASSYSGI,SS







YSGIEKQL,SENPFKDKKL



GNPN
c.162de|T
p.F54fs
AISPTHPGEGLVLRPLCTADLNRGF[p.F
RGFLRYWVS,DLNRGFLRY,TADLNRGFLR,CTADLNRGFL,A
STAD


AT1


54fs]LRYWVS*
DLNRGFLRY



GNPT
c.3566G>A
p.R118
VKAVLRDFYESMFPIPSQFELPREY[p.R
EYQNRFLHM,LPREYQNRF,REYQNRFLH,YQNRFLHMH,LP
UCEC


AB

9Q
1189Q]QNRFLHMHELQEWRAYRDKL
REYQNRFL,REYQNRFLHM,SQFELPREYQ






KFWTHC




GOLG
c.4608G>T
p.Q153
KKESNLETELKSQTARIMELEDHIT[p.Q1
MELEDHITH,HKTIEIESL,LEDHITHKTI
CRC


A4

6H
536H]HKTIEIESLNEVLKNYNQQKDIEH







KE




GOLG
c.1474C>A
p.L492I
ELEELRHEKEMQREEIQKLMGQIHQ[p.
KLMGQIHQI,KLMGQIHQIR,HQIRSELQDM,QKLMGQIHQI,
KIRC


A5


L492I]IRSELQDMEAQQVNEAESAREQ
GQIHQIRSEL






LQDL




G0T2
c.1063C>T
p.R355
ILNTPDLRKQWLQEVKVMADRIIGM[p.
RIIGMWTQL,IIGMWTQLV,WTQLVSNLK,MWTQLVSNL,
PRAD




W
R355W]WTQLVSNLKKEGSTHNWQHI
MADRIIGMW,RIIGMWTQLV,GMWTQLVSNL,MWTQLVS






TDQIGM
NLK,WTQLVSNLKK,VMADRIIGMW



GP2
c.122C>T
p.S41L
LALVSCILTQASAVQRGYGNPIEAS[p.S4
NPIEASLYG,YGNPIEASLY,NPIEASLYGL,IEASLYGLDL
CRC





1L]LYGLDLDCGAPGTPEAHVCFDPCQ







NY




GPAT
c.629_630i
p.K210f
FLARLKGQDPGAPQLQSESKPPKKK[p.
EAERGGRSY,KEAERGGRSY,AERGGRSYSI
PRAD


CH4
nsA
s
K210fs]EKEKEAERGGRSYSI*




GPAT
c.629de|A
p.K210f
AFLARLKGQDPGAPQLQSESKPPKK[p.
MQMRSTQNM,QMRSTQNML,MLSRTSEKA,NMLSRTSEK,
STAD


CH4

s
K210fs]RKRKGGRKRRKKLQHLKGMM
QMKERVQLK,RSTQNMLS,RVQLKGMRR,KRKRKGGRK,






QMRSTQNMLSRTSEKARRRKGDIKKER
KGGRKRRKK,RRKKLQHLK,LSRTSEKAR,RTSEKARRR,KARR






SQMKERVQLKGMRRRTLQEQVGLGN
RKGDI,RRRKGDIKK,KGMRRRTLQ,GMRRRTLQE,HLKGM






*
MQMR,LKGMRRRTL,KKLQHLKGM,QHLKGMMQM,GM







MQMRSTQ,SQMKERVQL,KERVQLKGM,RTLQEQVGL,M







QMRSTQNML,MMQMRSTQNM,SQMKERVQLK,RTSEKA







RRRK,KKRKRKGGRK,KRKGGRKRRK,KRRKKLQHLK,QMRS







TQNMLS,QNMLSRTSEK,LSRTSEKARR,KARRRKGDIK,RSQ







MKERVQL,RVQLKGMRRR,MLSRTSEKAR,QLKGMRRRTL,







LQHLKGMMQM,RKRRKKLQHL,RKKLQHLKGM,KKLQHLK







GMM,MKERVQLKGM,KERSQMKERV



GPC5
c.1040G>T
p.R347
LVNDAVLQAHLNGQKLLEQVNRICG[p.
EQVNRICGL,QVNRICGLPV,VNRICGLPVR,LEQVNRICGL
LUSC




L
R347L]LPVRTPTQSPRCSFDQSKEKHG







MKTT




GPC6
c.640G>A
p.A214
CVSKYTDQLKPFGDVPRKLKIQVTR[p.A
VTRTFIAAR,RTFIAARTF,KIQVTRTFI,QVTRTFIAA,TFIAART
CRC




T
214T]TFIAARTFVQGLTVGREVANRVS
FV,LKIQVTRTF,IQVTRTFIA,RTFIAARTFV,KLKIQVTRTF,KI






KVS
QVTRTFIA,VTRTFIAART,QVTRTFIAAR,LKIQVTRTFI,IQVT







RTFIAA,TRTFIAARTF



GPLD
c.2150G>A
p.R717
TRMYALTSDAQPLLLSTFSGDRRFS[p.R
SQFGGVLHL,SGDRRFSQF,RRFSQFGGV,RFSQFGGVL,FSG
CRC


1

Q
717Q]QFGGVLHLSDLDDDGLDEIIMAA
DRRFSQF,RRFSQFGGVL,FSQFGGVLHL,SQFGGVLHLS






PLR




GPM6
c.149C>T
p.A50V
IPYASLIATILLYAGVALFCGCGHE[p.A5
VLSGTVNIL,EVLSGTVNI,ALFCGCGFIEV,EVLSGTVNIL,HEV
KIRC


A


0V]VLSGTVNILQTYFEMARTAGDTLDV
LSGTVNI






F




GPNM
c.522C>G
p.I174
GQSHHNVFPDGKPFPHHPGWRRWNF
FMYVFHTLG,RRWNFMYVF,NFMYVFHTL,GWRRWNFMY,
LUAD


B

M
[p.I174M]MYVFHTLGQYFQKLGRCSV
RWNFMYVFH,MYVFHTLGQY,GWRRWNFMYV,RWNFM






RVSVNTA
YVFHT,HPGWRRWNFM,WNFMYVFHTL,WRRWNFMYVF,







FMYVFHTLGQ



GPNM
c.910de|T
p.C3fs
MECL[p.C3fs]LFPGISAPGCKIAT*
LLFPGISQP,MECLLFPGI,LLFPGISQPG,MECLLFPGIS
TGCT


B
C






GPR1
c.1327A>G
p.R443
TALPLNFSRKFIDWKGIPVNKSQLK[p.R
KGGYSYQIK,SQLKGGYSY,LKGGYSYQI,GGYSYQIKM,QLKG
CLL


10

G
443G]GGYSYQIKMCPQNTSIPIRGRVLI
GYSYQI,VNKSQLKGGY,KSQLKGGYSY,SQLKGGYSYQ,KGG






GS
YSYQIKM



GPR1
c.3848C>A
p.S128
KDQMTISLGKTPRTMEVTEMSPSKN[p.
KNYFISYSR,MSPSKNYFI,PSKNYFISY,EMSPSKNYF,TEMSP
UCEC


12

3Y
S1283Y]YFISYSRGTPSLEMTDTGFPETT
SKNY,VTEMSPSKNY,EMSPSKNYFI,SPSKNYFISY,TEMSPSK






KIS
NYF



GPR1
c.1889T>C
p.L630
PRTPHCVGKKVPQPVGAADLAPDTS[p.
DLAPDTSPCR
CLL


23

P
L630P]PCRKEGSSASRSCRPGPGHLTRR







EED




GPR1
c.338G>A
p.R113
LSNNKISELKNGSFSGLSLLERLDL[p.R1
LQNNLISSI,LERLDLQNNL
CRC


25

Q
13Q]QNNLISSIDPGAFWGLSSLKRLDLT







N




GPR1
c.718G>T
p.G240
KISKMSLANIYLESKGSSVCQVTAI[p.G2
QVTAICVTV,ICVTVILLY,TAICVTVIL,CQVTAICVT,CQVTAIC
LUAD


37B

C
40C]CVTVILLYTSRACYNLFILSFSQNKS
VTV,AICVTVILLY,SVCQVTAICV,QVTAICVTVI,TAICVTVILL



GPR1
c.2262C>A
p.F754
PVPSGCASLSSQHSYFDTESSSSDE[p.F7
SSSDELFCR,LFCRCHRPY,TESSSSDEL,SSSSDELFCR,ELFCR
CRC


56

L
54L]LFCRCHRPYCEICFQSSSDSSDSGTS
CHRPY,TESSSSDELF



GPR1
c.1696G>A
p.D566
LIGWTSSVCQNLEKQISLIGQGKTS[p.D
KTSNHLIFN,TSNHLIFNM,GQGKTSNHL,GKTSNHLIF,KTSN
CRC


58

N
566N]NHLIFNMCLIDRWDYMTAVAEF
HLIFNM,GQGKTSNHLI,QGKTSNHLIF






LFLL




GPR1
c.2284C>A
p.P762
NPHLQKKRCSKKGLGRSIMRRITEI[p.P7
RITEITETV,RRITEITETV
LUAD


58

T
62T]TETVSRQCSKEDKEGADHGTAKGT







AL




GPR1
c.1550de|G
p.G517
AEAKINLFGEEALPGVLVTARTVPG[p.G
TARTVPGAA,VTARTVPGA,TVPGAASGA,VPGAASGAA,LV
STAD


61

fs
517fs]AASGAAEAAELL*
TARTVPGA,RTVPGAASGA,VTARTVPGAA,TVPGAASGAA



GPR2
c.647G>A
p.R216
FTLFIVMMLYAPAALIVCFTYFNIF[p.R2
FTYFNIFHI,TYFNIFHIC,CFTYFNIFHI,IFHICQQHTK,FTYFNI
CRC


1

H
16H]HICQQHTKDISERQARFSSQSGET
FHIC






GE




GPR6
c.106_165d
p.AAAA
AAMNASAASLNDSQVVVVAAEGAAA[p.
VAAEGAAAL,AEGAAALGA,VVAAEGAAAL,AEGAAALGAG
PAAD



e|GCGGCG
ATAAG
AAAAATAAGGPDTGEWGPPA36de|]





GCGGCGGC
GPDTG
LGAGGGANGSLELSSQLSAGPPGLLLP





CACAGCAG
EWGPP
AVNPWDVLLCVSGTVIAGENALVVALI





CAGGGGG
A36de|
ASTPALRTPMFVLVGSLATADLLAGCGL





GCCGGACA

ILH





CGGGCGAA







TGGGGACC







CCCTGCT






GPR9
c.12424C>T
p.R414
RFTIQLISIDEVEISPVKGSASIII[p.
ASIIIWGDK,SIIIWGDKR,KGSASIIIW,SASIIIWGDK,VKGSA
CRC,UCEC


8

2W
R4142W]WGDKRASGEVGIAPSSRHILIGEPSA
SIIIW



GPR9
c.12919G>T
p.G430
QRVNITIIRSSGDFGHVRLWYKTMS[p.
WTAEAGLDF,KTMSWTAEA,RLWYKTMSW,WYKTMSWT
LUAD


8

7W
G4307W]WTAEAGLDFVPAAGELLFEA
A,MSWTAEAGL,TMSWTAEAGL,WTAEAGLDFV,RLWYKT






GEMRKS
MSWT,SWTAEAGLDF,VRLWYKTMSW,LWYKTMSWTA,Y







KTMSWTAEA



GPR9
c.18455A>T
p.Y615
AYRHFWMLVLFVIFNSLQGLYVFMV[p.
YVFMVFFIL,QGLYVFMVF,LYVFMVFFI,VFFILHNQM,GLYV
CLL


8

2F
Y6152F]FFILHNQMCCPMKASYTVEM
FMVFF,GLYVFMVFFI,LQGLYVFMVF,QGLYVFMVFF,LYVF






NGHPGP
MVFFIL,MVFFILHNQM



GPRA
c.2117C>T
p.S706
KEPCMYPAGGGSWKSRPEEEEDIVN[p.
IVNLWFWSR,VNLWFWSRK,NLWFWSRKY,EEEDIVNLW,E
HNSC


SP1

L
S706L]LWFWSRKYTKPEAIIGSWLWAT
EDIVNLWF,EEEEDIVNL,IVNLWFWSRK,LWFWSRKYTK,V






EESN
NLWFWSRKY,DIVNLWFWSR,EEEDIVNLWF,EEDIVNLWF







W



GPRC
c.88G>A
p.V30I
VPDGCRNGLKSKYYRLCDKAEAWGI[p.
IILETVATA,AWGIILETV,EAWGIILET,KAEAWGIIL,AEAWGI
CRC


5A


V30I]ILETVATAGVVTSVAFMLTLPILVC
ILE,ILETVATAGV,GIILETVATA,EAWGIILETV,AEAWGIILET






K




GPRIN
c.693_716d
p.231_
KEDLGSLGKVDPLCSSKTYTVSPRK[p.23
TVSPRKVDPV,KTYTVSPRKV
KIRC


1
e|GAAGGA
239RKE
1_239RKEDPGSLR>R]VDPVSSDKVDP





GGATCCTG
DPGSL
VFPRKEEPRYSGKEHPVSSEKVAPTSAE





GGTCTTTG
R>R
KVDLVLSGKR





AG






GPRIN
c.1337G>A
p.R446
APASEDSLSVEGRRGPLRAVMQSLR[p.
MQSLRHPSC
ACC


2

H
R446H]HPSCCGCSGAAPE*




GPRIN
c.298A>C
p.T100
ARASGPKARPSAGGHWWSSTVGNVS[p.
STVGNVSPM,SSTVGNVSPM
CESC


2

P
T100P]PMGGSDLCRLRAPSAAAMQ







RSHSDLV




GPRIN
c.721G>A
p.V241
KAAEQLATTTCHALPPAALLCGMRE[p.
ALLCGMREM,LLCGMREMR,REMRAGGCC,AALLCGMRE
ACC


2

M
V241M]MRAGGCCHALPATGILAFPKL
M,REMRAGGCCH,MRAGGCCHAL






VASVS




GPRIN
c.1898de|G
p.R633f
PSDPMGDSSPGSGKKTPSRSVKASP[p.
ASASSSRSK,RSVKASPPG,KASPPGPAA,SPPGPAASA,AASA
HNSC


3

s
R633fs]PGPAASASSSRSKS*
SSSRSK,SVKASPPGPA,VKASPPGPAA



GPT2
c.29G>C
p.R10P
MQRAAALVR[p.R10P]PGCGPRTPSS
LVRPGCGPR,RPGCGPRTPS,MQRAAALVRP
TGCT





WGRSQSSAAAEASAVL




GRAM
c.369C>G
p.I123
DFLLQGRLYISPNWLCFHASLFGKD[p.I
SLFGKDMKV,ASLFGKDMK,HASLFGKDM,KDMKVVIPV,SL
CESC


D2

M
123M]MKVVIPVVSVQMIKKHKMARLL
FGKDMKVV,HASLFGKDMK,FHASLFGKDM,KDMKVVIPV






PNGL
V,MKVVIPVVSV



GRAP
c.207G>T
p.E69D
GYVPKNFIDIQFPKWFHEGLSRHQA[p.
QADNLLMGK,SRHQADNLL,RHQADNLLM,HQADNLLMG,
CRC


2


E69D]DNLLMGKEVGFFIIRASQSSPGD
GLSRHQADNL,HQADNLLMGK,SRHQADNLLM






FSI




GRB1
c.898G>A
p.A300
RHLQFFSEFGNSDIYVSLAGKKKHG[p.A
KKHGTPTNY,HGTPTNYGF,TPTNYGFCF,GTPTNYGFCF,KK
BRCA


4

T
300T]TPTNYGFCFKPNKAGGPRDLKML
KHGTPTNY,KHGTPTNYGF






CAE




GRB7
c.716G>T
p.R239
ISHEDLIQNFLNAGSFPEIQGFLQL[p.R2
LGSGRKLWK,EIQGFLQLL,LLGSGRKLW,LLGSGRKLWK,LQ
LUAD




L
39L]LGSGRKLWKRFFCFLRRSGLYYSTK
LLGSGRKL,QLLGSGRKLW,PEIQGFLQLL






G




GREB
c.1031C>A
p.S344
ESPSAPDGGCPQGGGNRAKYESAGM[p.
AGMYCVPQV,MYCVPQVGL,AKYESAGMY,YESAGMYCV,
KIRC


1

Y
S344Y]YCVPQVGLVGPASVTFPVVAS
GMYCVPQVG,GMYCVPQVGL,KYESAGMYCV,MYCVPQV






GEPVS
GLV,RAKYESAGMY,YESAGMYCVP



GRHL
c.1822G>T
p.G608
LVNMDDNIVKHYSNEDTFQLQIEEA[p.
AWGSYKLTL,QIEEAWGSY,FQLQIEEAW,EEAWGSYKL,QIE
LUAD


1

W
G608W]WGSYKLTLTEI*
EAWGSYK,TFQLQIEEAW,LQIEEAWGSY,IEEAWGSYKL,EE







AWGSYKLT



GRIA1
c.652C>T
p.R218
EGYRMLFQDLEKKKERLVVVDCESE[p.
CLNAILGQI,CESECLNAI,CLNQILGQII,CESECLNAIL
CRC




C
R218C]CLNAILGQIIKLEKNGIGYHYILA







NL




GRIA2
c.2534G>A
p.R845
LVGGLGLAMLVALIEFCYKSRAEAK[p.R
KSRAEAKQM,AEAKQMKVA,KQMKVAKNA,KSRAEAKQM
CRC




Q
845Q]QMKVAKNAQNINPSSSQNSQN
K,YKSRAEQKQM,KQMKVAKNAQ






FATYK




GRID1
c.1864G>A
p.E622
PRPSASATLHSAIWIVYGAFVQQGG[p.
GAFVQQGGK,KSSVNSMAM,VQQGGKSSV,GGKSSVNSM,
DLBCL




K
E622K]KSSVNSMAMRIVMGSWWLFT
FVQQGGKSSV,KSSVNSMAMR,GKSSVNSMAM






LIVCSS




GRID1
c.2048G>T
p.R683
VSRMDNPIRTFQDLSKQVEMSYGTV[p.
VLDSAVYEY,VEMSYGTVL,LDSAVYEYF,VLDSAVYEYF,TVL
LUAD




L
R683L]LDSAVYEYFRAKGTNPLEQDSTF
DSAVYEY,MSYGTVLDSA






AEL




GRID2
c.1947de|G
p.T649f
YTTLATRMMMGAWWLFALIVISSYT[p.
SLLSSLLHA,LLSSLLHAL,TQTSLLSSL,LSSLLHALK,SLSRTFPS
HNSC




s
T649fs]QTSLLSSLLHALKVPSSLSRTFP
K,SSYTQTSLL,SSLSRTFPS,KQKSLMAQS,QTSLLSSLL,HALK






SKQKSLMAQS*
VPSSL,VPSSLSRTF,FPSKQKSLM,ISSYTQTSL,SLLSSLLHAL,







VISSYTQTSL,YTQTSLLSSL,TQTSLLSSLL,LLSSLLHALK,ALKV







PSSLSR,SSLSRTFPSK,KVPSSLSRTF,LSRTFPSKQK,RTFPSKQ







KSL,FPSKQKSLMA,ISSYTQTSLL,LHALKVPSSL



GRIK1
c.1103G>A
p.R368
VSSLQCHRHKPWRLGPRFMNLIKEA[p.
AQWDGLTGH,KEAQWDGLT,AQWDGLTGHI,LIKEAQWD
LUAD




Q
R368Q]QWDGLTGHITFNKTNGLRKDF
GL,FMNLIKEAQW,KEAQWDGLTG






DLDII




GRIN2
c.1556G>A
p.R519
WNGMIGEVVMKRAYMAVGSLTINEE[p.
TINEEQSEV,EEQSEVVDF,LTINEEQSEV,TINEEQSEVV,EQS
OV


B

Q
R519Q]QSEVVDFSVPFIETGISVMVS
EVVDFSV,NEEQSEVVDF






RSNGT




GRK4
c.64_65ins
p.K22fs
MELENIVANSLLLKARQGGYGKK[p.K2
RQGGYGKKKW
STAD



A

2fs]KWS*




GRM3
c.2046C>A
p.F682
SALLTKTNCIARIFDGVKNGAQRPK[p.F
KLISPSSQV,LISPSSQVF,LISPSSQVFI,KLISPSSQVF,AQRPKL
HNSC




L
682L]LISPSSQVFICLGLILVQIVMVSVW
ISPS,VKNGAQRPKL






L




GRM3
c.547C>T
p.R183
ANLLRLFQIPQISYASTSAKLSDKS[p.R1
LSDKSCYDY,KSCYDYFAR,AKLSDKSCY,LSDKSCYDYF,KLSD
GBM




C
83C]CYDYFARTVPPDFYQAKAMAEILR
KSCYDY,SAKLSDKSCY






FF




GRM5
c.2685_268
p.P895f
SSGETLRYKDRRLAQHKSEIECFTP[p.P8
WWESNNEQF,EIECFTPQR,SEIECFTPQ,REYGEWWES,EQ
LUAD



6insC
s
95fs]QREYGEWWESNNEQFQWKIRH
FQWKIRH,FQWKIRHVG,TPQREYGEW,ESNNEQFQW,EW






VGPE*
WESNNEQF,EQFQWKIRHV,IECFTPQREY,WESNNEQFQ







W,FQWKIRHVGP,REYGEWWESN,GEWWESNNEQ,TPQR







EYGEWW



GRM6
c.1089G>T
p.E363
GFDQYFMTRSLENNRRNIWFAEFWE[p.
WEDNFNCKL,EFWEDNFNCK,AEFWEDNFNC
UCEC




D
E363D]DNFNCKLTSSGTQSDDSTRKCT







GEER




GRM6
c.2152_215
p.A718
SPTSQLVITFSLTSLQVVGMIAWLG[p.A
MIAWLGGPA,GMIAWLGGPA
KIRC



3insG
fs
718fs]GPAPTQRD*




GRM7
c.2036G>A
p.R679
VCSFRRVFLGLGMCISYAALLTKTN[p.R
ALLTKTNQI,LTKTNQIYR,KTNQIYRIF,LLTKTNQIY,QIYRIFE
CRC




Q
679Q]QIYRIFEQGKKSVTAPRLISPTSQL
QGK,LTKTNQIYRI,KTNQIYRIFE,ALLTKTNQIY,LLTKTNQIY






A
R,TKTNQIYRIF



GRM8
c.2554C>T
p.R852
SVSLGMLYMPKVYIIIFHPEQNVQK[p.R
VQKCKRSFK,KCKRSFKAV,CKRSFKAVV,NVQKCKRSFK,VQ
LIHC




C
852C]CKRSFKAVVTAATMQSKLIQKGN
KCKRSFKA,KCKRSFKAVV






DRP




GTF2E
c.575G>T
p.R192
AMPKKDARTLLARFNEQIEPIYALL[p.R
ALLLETEDV,IEPIYALLL,LETEDVNLA,LLLETEDVNL,LETEDV
LUAD


1

L
192L]LETEDVNLAYEILEPEPTEIPALKQ
NLAY,EPIYALLLET






S




GTF3A
c.918G>T
p.K306
HAGCGKTFAMKQSLTRHAVVHDPDK[p.
VVFIDPDKNK,KNKMKLKVK,AVVHDPDKNK,KNKMKLKVK
CRC




N
K306N]NKMKLKVKKSREKRSLASHLS
K






GYIPP




GTF3C
c.2299de|A
p.S767f
KEGPSGSGDSQLSASSRSESGRMKK[p.
RMKKVIIKW,SGRMKKVII,RMKKVIIKWA,SGRMKKVIIK
STAD


1

s
S767fs]VIIKWA*




GTF3C
c.1685de|A
p.E562f
LIDLVRWKILKDKHIPQFLQEALEK[p.E5
AVESPIFGV,ALEKRLKAV,RLKAVESPI,SPIFGVLSF,LKAVESP
STAD


4

s
62fs]RLKAVESPIFGVLSFSS*
IF,VESPIFGVL,FLQEALEKRL,KAVESPIFGV,RLKAVESPIF,EA







LEKRLKAV,KRLKAVESPI,VESPIFGVLS,QEALEKRLKA



GUCY
c.1645G>T
p.G549
NFTEKQKIELNKLLQIDYYNLTKFY[p.G5
NLTKFYCTV,LTKFYCTVK,TKFYCTVKL,FYCTVKLDTM,LTKF
BRCA


2C

C
49C]CTVKLDTMIFGVIEYCERGSLREVL
YCTVKL,YNLTKFYCTV,CTVKLDTMIF






N




GUSB
c.1498T>C
p.C500
PSRPVTFVSNSNYAADKGAPYVDVI[p.C
RLNSYYSWY,IRLNSYYSW,VIRLNSYYS,DVIRLNSYY,APYVD
KIRC




R
500R]RLNSYYSWYHDYGHLELIQLQLA
VIRL,VDVIRLNSY,YVDVIRLNSY,RLNSYYSWYH,DVIRLNSY






TQF
YS,VDVIRLNSYY,VIRLNSYYSW,IRLNSYYSWY



GUSB
c.1501T>G
p.L501
SRPVTFVSNSNYAADKGAPYVDVIC[p.L
CVNSYYSWY,DVICVNSYY,VDVICVNSY,ICVNSYYSW,APYV
KIRC




V
501V]VNSYYSWYHDYGHLELIQLQLAT
DVICV,YVDVICVNSY,CVNSYYSWYH,DVICVNSYYS,VDVIC






QFE
VNSYY,CVNSYYSWY



GXYLT
c.667_668i
p.L223f
SQRLFLPLILKEVDSLLYVDTDILF[p.L22
YVDTDILFF,YVDTDILFFT,LYVDTDILFF
STAD


1
nsT
s
3fs]FTTS*




H1FO
c.642_643i
p.A214
PGAATEKARKQGGAAKDTRAQSGEA[p.A2W
APQARQGHA,ARQGHAGTF,GHAGTFQCW,HAGTFQCWW,
BLCA


O
nsA
fs
14fs]KEGAPQARQGHAGTFQCWW
EAKEGAPQAR,QARQGHAGTF,GEAKEGAPQA,RQGHA






AQQEGKGQRQQEQPRRC*
GTFQC



H2AF
c.374A>G
p.Q125
LIKATIAGGGVIPHIHKSLIGKKGQ[p.Q1
SLIGKKGQR,KSLIGKKGQR
TGCT


V

R
25R]RKTA*




H2AFV
c.432de|G
p.K144f
GKSETILSPPPEKRGRKATSGKKGG[p.K
GMDSPFCLL,RLPNHGRPK,LLRALFWDR,SPFCLLRAL,MGQ
STAD


2

s
144fs]RNPRLPNHGRPKSPNQRTAIKKE
GMDSPF,KKELQIPPL,KSPNQRTAIK,GMDSPFCLLR,KMGQ






LQIPPLKMGQGMDSPFCLLRALFWDRS
GMDSPF,SGKKGGRNPR,GGRNPRLPNH,HGRPKSPNQR,R






CP*
TAIKKELQI,CLLRALFWDR,RPKSPNQRTA,IPPLKMGQGM,







SPFCLLRALF,NQRTAIKKEL,IKKELQIPPL,KELQIPPLKM,GQ







GMDSPFCL



H3F3C
c.392G>T
p.R131
DTNLCAIHAKRVTIMPKDIQLARRI[p.R
LARRILGER,QLARRILGER,KDIQLARRIL
LUAD




L
131L]LGERA*




HAO1
c.514C>T
p.R172
AEKMGYKAIFVTVDTPYLGNRLDDV[p.
RLDDVCNRF,RLDDVCNRFK
CRC




C
R172C]CNRFKLPPQLRMKNFETSTLSFS







PEE




HAO2
c.34C>A
p.H12N
MSLVCLTDFQA[p.H12N]NAREQLSKS
CLTDFQANA,FQANAREQL,QANAREQLSK,CLTDFQANAR
LUAD





TRDFIEGGADDSITRDD




HARS
c.503G>A
p.R168
NKVKKMKRYHVGKVWRRESPTIVQG[p.
IVQGHYREF,PTIVQGHYR,SPTIVQGHY,HYREFCQCDF,TIV
CRC


2

H
R168H]HYREFCQCDFDIAGQFDPMI
QGHYREF,RESPTIVQGH






PDAECL




HAUS
c.1588de|A
p.S530f
ENSPLSDVAKNTESSAFGGSLPAKK[p.S
KVIHFKKSK,PAKKVIHFK,AKKVIHFKK,LPAKKVIHF,IHFKKS
STAD


6

s
530fs]VIHFKKSKIIW*
KII,SLPAKKVIHF,PAKKVIHFKK,KVIHFKKSKI,IHFKKSKIIW



HBB
c.126C>A
p.F42L
GKVNVDEVGGEALGRLLVVYPWTQR[p.
VVYPWTQRL,RLFESFGDL,VYPWTQRLF,WTQRLFESF,RLF
CRC





F42L]LFESFGDLSTPDAVMGNPKVKA
ESFGDLS,VVYPWTQRLF,PWTQRLFESF,LVVYPWTQRL,YP






HGKK
WTQRLFES



HBB
c.257T>G
p.F86C
VKAHGKKVLGAFSDGLAHLDNLKGT[p.
NLKGTCATL,KGTCATLSEL
KIRC





F86C]CATLSELHCDKLHVDPENFRLLG







NVL




HCN1
c.1496G>T
p.G499
PLFANADPNFVTAMLSKLRFEVFQP[p.
VFQPVDYII,EVFQPVDYI,LRFEVFQPV,FEVFQPVDY,KLRFE
LUSC




V
G499V]VDYIIREGAVGKKMYFIQHGVA
VFQPV,RFEVFQPVDY,VFQPVDYIIR,EVFQPVDYII,FEVFQP






GVIT
VDYI



HCN1
c.1976G>T
p.R659
QAIAPINYPQMTTLNSTSSTTTPTS[p.R
LMRTQSPPV,TTTPTSLMR,STTTPTSLM,SSTTTPTSL,SLMR
LUSC




L
659L]LMRTQSPPVYTATSLSHSNLHSPS
TQSPPV,STTTPTSLMR,LMRTQSPPVY,SSTTTPTSLM






PS




HCN1
c.2140G>T
p.A714
QPSAILSPCSYTTAVCSPPVQSPLA[p.A7
ASRTFHYAS,PLASRTFHY,LASRTFHYA,VQSPLASRT,PLASR
LUSC




S
14S]SRTFHYASPTASQLSLMQQQPQQ
TFHYA,ASRTFHYASP,VQSPLASRTF,SPLASRTFHY






QVQ




HCN1
c.692C>A
p.P231
IILDPKVIKMNYLKSWFVVDFISSI[p.P23
FISSIQVDY,QVDYIFLIV,IQVDYIFLI,SSIQVDYIF,VVDFISSIQ





Q
IQ]QVDYIFLIVEKGMDSEVYKTARALRI
V,FISSIQVDYI,SIQVDYIFLI,IQVDYIFLIV,SSIQVDYIFL,ISSIQ
LUAD






VDYIF



HCN1
c.976C>A
p.P326
LIGMMLLLCHWDGCLQFLVPLLQDF[p.
FTPDCWVSL,FLVPLLQDFT
LUSC




T
P326T]TPDCWVSLNEMVNDSWGKQY







SYALFK




HCN4
c.1574G>A
p.R525
IVGATCYAMFIGHATALIQSLDSSR[p.R
SLDSSRHQY,SSRHQYQEK,RHQYQEKYK,IQSLDSSRH,SRH
CRC




H
525H]HQYQEKYKQVEQYMSFHKLPPD
QYQEKY,QSLDSSRHQY,SSRHQYQEKY,HQYQEKYKQV






TRQR




HCRT
c.26_27ins
p.S9fs
MSGTKLEDSPP[p.S9fs]LSQLVICFGAE
DSPPLSQLV,SPPLSQLVI,TKLEDSPPL,LEDSPPLSQL
STAD


R2
C

*




HCRT
c.26de|C
p.S9fs
MSGTKLEDSP[p.S9fs]LVATGHLLRS*
LVATGHLLR,SPLVATGHL,LEDSPLVAT,GTKLEDSPLV,SPLV
STAD


R2



ATGHLL



HCRT
c.298G>T
p.D100
VCVAVWKNHHMRTVTNYFIVNLSLA[p.
FIVNLSLAY,IVNLSLAYV,NLSLAYVLV,SLAYVLVTI,YVLVTIT
HNSC


R2

Y
D100Y]YVLVTITCLPATLVVDITETWFF
CL,VNLSLAYVL,FIVNLSLAYV,SLAYVLVTIT,YFIVNLSLAY,AY






GQS
VLVTITCL,IVNLSLAYVL,LSLAYVLVTI



HDAC
c.2703de|C
p.P901f
PDEVGTGPGVGFNVNMAFTGGLDPP[p.
GLDPPWETL,RMWCWCHQA,HQASMPWRA,ASLPRMW
STAD


4

s
P901fs]WETLSTWRPSERWSCRSPAS
CW,RWSCRSPAS,RSPASLPRM,PWRATPPLL,LSTWRPSER,






LPRMWCWCHQASMPWRATPPLLGAT
RPSERWSCR,MPWRATPPL,WSCRSPASL,WCWCHQASM,






TSPPDASGT*
WCHQASMPW,FTGGLDPPW,PPWETLSTW,SPASLPRM







W,RMWCWCHQAS,SMPWRATPPL,RWSCRSPASL,MWC







WCHQASM,CWCHQASMPW,SCRSPASLPR,TLSTWRPSER,







MPWRATPPLL,SERWSCRSPA,CRSPASLPRM,HQASMPW







RAT,WETLSTWRPS,DPPWETLSTW



HDAC
c.3130G>A
p.A104
CVSALLSVELQPLDEAVLQQKPNIN[p.A
QQKPNINTV,NTVATLEKV,KPNINTVAT,LQQKPNINTV,NI
CRC


5

4T
1044T]TVATLEKVIEIQSKHWSCVQKFA
NTVATLEK,NTVATLEKVI,KPNINTVATL,QQKPNINTVA






AGL




HDLB
c.1507C>T
p.R503
SNLIRIEGDPQGVQQAKRELLELAS[p.R
LASCMENER,RELLELASC,LELASCMEN,ELASCMENER,REL
TGCT


P

C
503C]CMENERTKDLIIEQRFHRTIIGQK
LELASCM






GE




HDLB
c.2240de|G
p.G747
EKQTKSFTVDIRAKPEYHKFLIGKG[p.G7
ALEHVSSSL,HVSSSLRLR,SSSLRLRTR,SLRLRTRTR,LIGKGA
STAD


P

fs
47fs]AAKFARCATALEHVSSSLRLRTRTR
AKF,AKFARCATA,KFARCATAL,FLIGKGAAKF,KFLIGKGAAK,






T*
KGAAKFARCA,AAKFARCATA,SSLRLRTRTR,VSSSLRLRTR,







TALEHVSSSL,SLRLRTRTRT,FARCATALEH,HKFLIGKGAA,A







KFARCATAL,LEHVSSSLRL



HEAT
c.3325G>A
p.E110
TVVVNLLQKPLPFDRDTKTLWKALA[p.
KTLWKALAK,TLWKALAKK,WKALAKKPA,KTLWKALAKK,L
BLCA


R7B2

9K
E1109K]KKPASSGKLLQALIDKLETELED
AKKPASSGK,AKKPASSGKL






DIA




HECA
c.998_999i
p.R333f
MAGGHVFRNAHFDYSPAGLAVHRGG[p.
AVHRGGTLR,RGGTLRHPR,GTLRHPRAV,RTPHSHPQA,HP
STAD



nsG
s
R333fs]TLRHPRAVPSAAGPLRTPHS
RAVPSAA,LAVHRGGTL,GLAVHRGGTL,RGGTLRHPRA,LA






HPQA*
VHRGGTLR,HPRAVPSAAG,RAVPSAAGPL,LRHPRAVPSA,S







AAGPLRTPH



HECT
c.55C>G
p.P19A
MSEAVRVPSPATPLVVAA[p.P19A]AA
ATPLVVAAA,AAAAPEERK,TPLVVAAAA,VAAAAPEERK,AT
ACC


D2


PEERKGKESEREKLPPIVSAGAGA
PLVVAAAA



HECW
c.547G>T
p.A183
ICFKYYHGVSGALRATTPSVTVKNS[p.A
KNSSAPIFK,TVKNSSAPI,SSAPIFKSI,VKNSSAPIF,VTVKNSS
LUAD


1

S
183S]SAPIFKSIGADETVQGQGSRRLISF
API,NSSAPIFKSI,TVKNSSAPIF






S




HERC
c.6989G>A
p.R233
PVLAVIGGVDAGLRVGGRCVHKQTG[p.
HKQTGHHAT,KQTGHHATL,HKQTGHHATL,KQTGHHATLL
GBM


1

0H
R2330H]HHATLLGVVKEGSTSAKVQW







DEAEIT




HERC
c.986C>T
p.S329
SQMLSAILLLLQLWDSGAQETDNER[p.
FAQGTSAPL,AQETDNERF,ERFAQGTSA,RFAQGTSAPL,GA
CESC


2

F
S329F]FAQGTSAPLLPLLQRFQSIICRKD
QETDNERF,NERFAQGTSA,FAQGTSAPLL






AP




HES3
c.286C>A
p.P96T
SCLPGVSQLLRRGDEVGSGLRCPLV[p.P
TESAAGSTM,CPLVTESAA,VTESAAGSTM
ACC





96T]TESAAGSTMDSAGLGQEAPALFRP







CT




HEXD
c.1444A>C
p.T482
CRSWRLPCSWLSTRMPWRSGWRKTC[p.
GWRKTCPPA
KIRC,LUSC


C

P
T482P]PPACSGCKLCCRTSARCLPPR







CHPPA




HGF
c.1400C>A
p.S467
NPDDDAHGPWCYTGNPLIPWDYCPI[p.
IPWDYCPIY,LIPWDYCPIY,IPWDYCPIYR
CRC




Y
S467Y]YRCEGDTTPTIVNLDHPVISCAK







TKQ




HGF
c.2057T>C
p.M68
AEKIGSGPCEGDYGGPLVCEQHKMR[p.
KMRTVLGVI,EQHKMRTVL,HKMRTVLGV,CEQHKMRTV,K
LUAD




6T
M686T]TVLGVIVPGRGCAIPNRPGIFV
MRTVLGVIV,VLGVIVPGR,CEQHKMRTVL,HKMRTVLGVI






RVAY




HGF
c.686G>C
p.G229
PQCSEVECMTCNGESYRGLMDHTES[p.
GLMDHTESA,LMDHTESAK,LMDHTESAKI,GLMDHTESAK,
CESC




A
G229A]AKICQRWDHQTPHRHKFLPER
HTESAKICQR,TESAKICQRW






YPDKG




HHIPL
c.2075T>C
p.V692
AFRDGEVRLVRPAGLSSGSGRVEVF[p.
VEVFAGGRW,EVFAGGRWGT
ACC


1

A
V692A]AGGRWGTVCDDSWNISGAAV







VCRQLG




HIF3A
c.214G>A
p.A72T
VSAHLDKASIMRLTISYLRMHRLCA[p.A
RMHRLCATG,LRMHRLCAT,HRLCATGEW,YLRMHRLCAT,
CESC





72T]TGEWNQVGAGGEPLDACYLKALE
MHRLCATGEW






GFV




HIP1
c.2819G>T
p.R940
AQLVAASKVKADKDSPNLAQLQQAS[p.
QLQQASLGV,LAQLQQASL,LQQASLGVN,AQLQQASLGV,
LUAD




L
R940L]LGVNQATAGVVASTISGKSQIE
NLAQLQQASL,QQASLGVNQA






ETDN




HIPK4
c.839G>A
p.R280
PDAANPWQLKSSADYLAETKVRPLE[p.
KVRPLEHRK,LEHRKYMLK,RPLEHRKYM,HRKYMLKSL,KVR
CRC




H
R280H]HRKYMLKSLDQIETVNGGSVAS
PLEHRKY,ETKVRPLEHR,RPLEHRKYML,EHRKYMLKSL






RLTF




HIST1
c.564G>C
p.K188
AAAGVKKVAKSPKKAKAAAKPKKAT[p.
ATNSPAKPK,KKATNSPAK,KATNSPAKPK,ATNSPAKPKA,K
CESC


H1B

N
K188N]NSPAKPKAVKPKAAKPKAAKPK
PKKATNSPA






AAKP




HIST1
c.194C>T
p.A65V
VSELITKAVAASKERSGVSLAALKK[p.A6
ALKKVLAAA,VLAAAGYDV,AALKKVLAA,KKVLAAAGY,KVL
DLBCL


H1C


5V]VLAAAGYDVEKNNSRIKLGLKSLVSK
AAAGYDV,SLAALKKVLA,LAALKKVLAA,LKKVLAAAGY



HIST1
c.243C>G
p.I81M
SGVSLAALKKALMAGYDVEKNNSR[p.I
RMKLGLKSL,NSRMKLGLK,MKLGLKSLV,RMKLGLKSLV,YD
BLCA


H1D


81M]MKLGLKSLVSKGTLVQTKGTGAS
VEKNNSRM,SRMKLGLKSL






GSF




HIST1
c.398G>C
p.G133
NKKAASGEAKPKAKKAGAAKAKKPA[p.
AAAAKKPKK,AAKAKKPAA,AKKPAAAAK,KAKKPAAAAK,A
DLBCL


H1E

A
G133A]AAAKKPKKATGAATPKKSAKKT
AKAKKPAAA,AKAKKPAAAA






PKKA




HIST1
c.74G>C
p.R25P
MSETAPAAPAAPAPAEKTPVKKKA[p.R
KTPVKKKAPK,KAPKSAGAAK,KKAPKSAGAA
LUAD


H1E


25P]PKSAGAAKRKASGPPVSELITKAVA







A




HIST1
c.89G>C
p.R30P
GKQGGKARAKAKTRSSRAGLQFPVG[p.
GLQFPVGPV,FPVGPVHRL,LQFPVGPVH,QFPVGPVHRL,F
CESC


H2AL


R30P]PVHRLLRKGNYAERVGAGAPVY
PVGPVHRLL






LAAV




HIST1
c.229G>A
p.E77K
DTGISSKAMGIMNSFVNDIFERIAG[p.E
RIAGKASRL,GKASRLAHY,DIFERIAGK,RIAGKASRLA,KASR
HNSC


H2BF


77K]KASRLAHYNKRSTITSREIQTAVRLL
LAHYNK,AGKASRLAHY,DIFERIAGKA



HIST1
c.38A>G
p.K13R
MPEPAKSAPAPK[p.K13R]RGSKKAVTK
RGSKKAVTK,APAPKRGSK,SAPAPKRGSK,APKRGSKKAV
TGCT


H2BJ


AQKKDGKKRKRSRKESY




HIST1
c.142G>T
p.A48S
TKAARKSAPATGGVKKPHRYRPGTV[p.
RYRPGTVSL,SLREIRRYQ,VSLREIRRY,TVSLREIRR,HRYRPG
DLBCL


H3B


A48S]SLREIRRYQKSTELLIRKLPFQRLV
TVS,SLREIRRYQK,GTVSLREIRR,RYRPGTVSLR,TVSLREIRR






R
Y,RPGTVSLREI,HRYRPGTVSL



HIST1
c.220G>A
p.E74K
LREIRRYQKSTELLIRKLPFQRLVR[p.E74
LVRKIAQDF,FQRLVRKIA,KLPFQRLVRK,LVRKIAQDFK,LPF
LUSC


H3B


K]KIAQDFKTDLRFQSSAVMALQEACEA
QRLVRKI,RLVRKIAQDF



HIST1
c.110A>T
p.K37
TGGKAPRKQLATKAARKSAPATGGV[p.
GVMKPHRYR,VMKPHRYRP,KSAPATGGVM,VMKPHRYRP
HNSC


H3C

M
K37M]MKPHRYRPGTVALREIRRYQKS
G






TELL




HIST1
c.203G>C
p.R68P
GVKRISGLIYEETRGVLKVFLENVI[p.R68
FLENVIPDA,VIPDAVTYT,NVIPDAVTY,LENVIPDAV,FLENV
HNSC


H4C


P]PDAVTYTEHAKRKTVTAMDVVYALK
IPDAV,NVIPDAVTYT,IPDAVTYTEH,LENVIPDAVT






R




HIST2
c.89G>C
p.R30P
GKQGGKARAKAKSRSSRAGLQFPVG[p.
GLQFPVGPV,FPVGPVHRL,LQFPVGPVH,QFPVGPVHRL,F
CESC


H2AC


R30P]PVHRLLRKGNYAERVGAGAPVY
PVGPVHRLL






MAAV




HIST2
c.161G>A
p.G54D
KRKRSRKESYSIYVYKVLKQVHPDT[p.G
KQVHPDTDI
LUSC


H2BE


54D]DISSKAMGIMNSFVNDIFERIAGE







AS




HIVEP
c.1601de|C
p.P534f
LSSHSEKTKPEQSLLSLQHPPSTAP[p.P5
LQHPPSTAPL,HPPSTAPLCL
STAD


3

s
34fs]LCLS*




HIVEP
c.1660de|C
p.H554
PSTAPPVPLLRSHSMPSAACTISTP[p.H
SMTISPTPK,STPTTPSEV,EVATPSMTI,TPSMTISPT,TPSEV
STAD


3

fs
554fs]TTPSEVATPSMTISPTPKP*
ATPS,SEVATPSMT,PSMTISPTPK,TPSEVATPSM,SEVATPS







MTI



HLA-A
c.233A>G
p.Q78R
DDTQFVRFDSDAASQRMEPRAPWIE[p.
WIEREGPEY,IEREGPEYW,PWIEREGPEY
BLCA,PRAD





Q78R]REGPEYWDQETRNVKAQSQTD







RVDLG




HLA-C
c.312C>A
p.N104
EGPEYWDRNTQIYKAQAQTDRESLR[p.
QTDRESLRK,SLRKLRGYY,KLRGYYNQS,SLRKLRGYYN,KLR
CESC




K
N104K]KLRGYYNQSEAGSHTLQSMYG
GYYNQSE,RESLRKLRGY,ESLRKLRGYY






CDVGP




HLA-
c.250G>A
p.E84K
LSEAYDEDQLFFFDFSQNTRVPRLP[p.E
RLPKFADWA,NTRVPRLPK,RVPRLPKFA,TRVPRLPKF
CRC


DMA


84K]KFADWAQEQGDAPAILFDKEFCE







WMI




HLA-
c.706_707i
p.A236
YTAIAYWVPRNALPSDLLENVLCGV[p.
HLLPEALLR,RGHCSHHLL,SHHLLPEAL,LENVLCGVGL,HHR
LUAD


DMA
nsG
fs
A236fs]GLWPGCAGHHRGHCSHHLLP
GHCSHHL,CSHHLLPEAL






EALLR*




HLA-
c.340_341i
p.G114
NSQKDILEEKRAVPDRMCRHNYELG[p.
ELGEAHDPA,HNYELGEAH,RHNYELGEAH,YELGEAHDPA
CESC


DPB1
nsA
fs
G114fs]EAHDPAAPSPA*




HLA-
c.740G>A
p.R247
AQSKMLSGIGGFVLGLIFLGLGLII[p.R2
LIIHHRGQK,GLIIHHRGQK
PRAD


DQB2

H
47H]HHRGQKGPRGPPPAGNISAMIQS







GER




HLA-
c.748G>A
p.G250
KMLSGIGGFVLGLIFLGLGLIIRHR[p.G2
LIIRHRSQK,RHRSQKGPR,GLIIRHRSQK
PRAD


DQB2

S
50S]SQKGPRGPPPAGNISAMIQSGERA







QA




HLCS
c.1084G>A
p.E362
LPPSSNIVQTPEDFNLLKSSNFRRY[p.E3
KSSNFRRYK,RYKVLREIL,SSNFRRYKV,NFRRYKVLR,SNFRR
CRC




K
62K]KVLREILTTLGLSCDMKQVPALTPL
YKVL,RRYKVLREI,KVLREILTTL,KSSNFRRYKV,SSNFRRYKVL,






Y
SNFRRYKVLR,RYKVLREILT,FRRYKVLREI,RRYKVLREIL



HLX
c.34T>A
p.S12T
MFAAGLAPFYA[p.S12T]TNFSLWSAAY
ATNFSLWSA,PFYATNFSL,FYATNFSLW,LAPFYATNF,TNFS
HNSC





CSSAGPGGCSFPLDPA
LWSAA,GLAPFYATNF,PFYATNFSLW,ATNFSLWSAA,TNFS







LWSAAY,YATNFSLWSA,APFYATNFSL



HLX
c.693C>G
p.N231
GRPAGVHLSGLQPSAGQFFASLDPI[p.
KEASAILSP,DPIKEASAI,QFFASLDPIK,KEASAILSPL,DPIKEA
TGCT




K
N231K]KEASAILSPLNSNPRNSVQHQF
SAIL






QDTF




HMCN
c.398C>A
p.S133
RELYVQGGGDCPEMSIGAIKIALEI[p.S1
YLPGSFIYV,IYLPGSFIY,AIKIALEIY,EIYLPGSFI,LEIYLPGSF,IK
UCEC


1

Y
33Y]YLPGSFIYVFTDARSKDYRLTHEVL
IALEIYL,YLPGSFIYVF,IYLPGSFIYV,AIKIALEIYL,GAIKIALEIY,






Q
EIYLPGSFIY,ALEIYLPGSF,LEIYLPGSFI



HMG2
c.744G>C
p.E248
EEFLNHSKAREAELRQLRKSNMEFE[p.E
MEFEDRNAA,MEFEDRNAAL
CRC


0A

D
248D]DRNAALQKHVESMRTAVEKLEV







DVIQ




HNF1
c.1250C>T
p.T417
GHNLLSPDGKMISVSGGGLPPVSTL[p.T
GLPPVSTLM,STLMNIHSL,LMNIHSLSH,MNIHSLSHH,PPVS
GBM


B

M
417M]MNIHSLSHHNPQQSQNLIMTPL
TLMNI,LMNIHSLSH,LMNIHSLSHH,GGLPPVSTLM,LPPVS






SGVM
TLMNI



HNF1
c.906C>G
p.N302
GVSPSKAHGLGSNLVTEVRVYNWFA[p.
RVYNWFAKR,VYNWFAKRR,FAKRRKEEA,AKRRKEEAF,RV
KIRC


B

K
N302K]KRRKEEAFRQKLAMDAYSSNQ
YNWFAKRR,EVRVYNWFAK,WFAKRRKEEA,FAKRRKEEAF






THSLN




HOOK
c.1083de|A
p.L361f
QVKTLQETNMMYMHNTVSLEEELKK[p.
LEEELKKQM,LKKQMQHVH,EELKKQMQHV
STAD


1

s
L361fs]QMQHVHN*




HOXA
c.31G>T
p.G11C
MSSYFVNSFC[p.G11C]CRYPNGPDYQ
FVNSFCCRY,CRYPNGPDY,YFVNSFCCR,YFVNSFCCRY,CCR
LUAD


5


LHNYGDHSSVSEQFRD
YPNGPDY,SYFVNSFCCR



HOXD
c.452A>G
p.Y151
AEVPSYQRLVPESCPVENPEVPVPG[p.Y
CFRLSQTYA,EVPVPGCFR,VPVPGCFRL,GCFRLSQTY,EVPV
HNSC


10

C
151C]CFRLSQTYATGKTQEYNNSPEGS
PGCFRL,NPEVPVPGCF






STV




HOXD
c.201G>C
p.Q67H
GRHAAAAAALQLYGNSAAGFPHAPP[p.
FPHAPPHAH,AGFPHAPPH,AGFPHAPPHA,FPHAPPHAHA
KIRP


8


Q67H]HAHAHPHPSPPPSGTGCGGRE







GRGQE




HOXD
c.364de|C
p.P122f
GSPAAAYQAAPPPPPHPPPPPPPPP[p.
FTDTITYRD,RSFTDTITY,KRPSWYNIL,ITYRDSRFL,TYRDSR
STAD


8

s
P122fs]AAGLPVTGSPRSFTDTITYRDSR
FLR,DSRFLRPSK,SFTDTITYR,DTITYRDSR,WYNILTVNR,NIL






FLRPSKRPSWYNILTVNRPVVILARTQTT
TVNRPV,TVNRPVVIL,SPRSFTDTI,RPSKRPSWY,SKRPSWY






*
NI,RSFTDTITYR,ITYRDSRFLR,RDSRFLRPSK,RFLRPSKRPS,







VNRPVVILAR,DSRFLRPSKR,SWYNILTVNR,TVNRPVVILA,L







PVTGSPRSF,SPRSFTDTIT,RPSWYNILTV,FLRPSKRPSW,SK







RPSWYNIL,YNILTVNRPV



HPD
c.852_853d
p.R284f
GGAGVQHIALKTEDIITAIRHLRER[p.R2
GVLICSLHV,VLICSLHVL,SLHVLQTTA,VLQTTAGEA,HLRER
UCEC



e|AG
s
84fs]PGVLICSLHVLQTTAGEAEDGQD
PGVL,RPGVLICSL,RERPGVLIC,HLRERPGVLI,RHLRERPGVL,






QGEGEH*
RERPGVLICS



HPS3
c.1403C>T
p.S468L
NHIILLTKAEPEAIPERRQSPKRLL[p.S46
LLLRKDTSV,LLRKDTSVK,RQSPKRLLL,RLLLRKDTSV,LLRKD
CRC





8L]LRKDTSVKIKIPPVAEAGWNLYIVNT
TSVKI,LLLRKDTSVK,RQSPKRLLLR,QSPKRLLLRK,RRSQPKR







LLL



HPS3
c.2436G>C
p.K812
VACLPDVVLQELFFKLTSQYIWRLS[p.K
QYIWRLSNR,SQYIWRLSN,SQYIWRLSNR,NRQPPDTTPL
HNSC




N
812N]NRQPPDTTPLRTSEDLINACSHY







GLI




HPSE2
c.174G>T
p.K58N
LHLSLSSQAGDRRPLPVDRAAGLKE[p.K
GLKENTLIL,LKENTLILL,GLKENTLILL,RAAGLKENTL,KENTLI
CRC





58N]NTLILLDVSTKNPVRTVNENFLSLQ
LLDV






L




HRAS
c.181C>A
p.Q61K
IEDSYRKQVVIDGETCLLDILDTAG[p.Q6
LDTAGKEEY,AGKEEYSAM,ILDTAGKEEY,DTAGKEEYSA
THCA





1K]KEEYSAMRDQYMRTGEGFLCVFAI







NN




HRAS
c.182A>G
p.Q61R
IEDSYRKQWIDGETCLLDILDTAG[p.Q6
LDTAGREEY,AGREEYSAM,ILDTAGREEY,AGREEYSAMR,D
THCA





1R]REEYSAMRDQYMRTGEGFLCVFAI
TAGREEYSA






NN




HRAS
c.34G>A
p.G12S
MTEYKLVVVGA[p.G12S]SGVGKSALTI
LVVVGASGV,KLVVVGASGV,YKLVVVGASG
HNSC





QLIQNHFVDEYDPTIE




HRAS
c.35G>A
p.G12D
MTEYKLVVVGA[p.G12D]DGVGKSALT
LVVVGADGV,VVGADGVGK,KLVVVGADGV,VVVGADGVG
BLCA,HNSC





IQLIQNHFVDEYDPTIE
K



HRAS
c.35G>C
p.G12A
MTEYKLVVVGA[p.G12A]AGVGKSALTI
LVVVGAAGV,VVGAAGVGK,YKLVVVGAA,KLVVVGAAGV,
HNSC





QLIQNHFVDEYDPTIE
VVVGAAGVGK,YKLVVVGAAG,GAAGVGKSAL



HRAS
c.38G>T
p.G13V
MTEYKLVVVGAG[p.G13V]VVGKSALTI
KLVVVGAGV,VVGAGVVGK,KLVVVGAGVV,VVVGAGVVG
HNSC





QLIQNHFVDEYDPTIED
K,YKLVVVGAGV



HRC
c.1317_131
p.P439f
PHHHHHRVPREEDEEVSAELGHQAP[p.
HQAPQPQAK,AELGHQAPQ
KIRC



8insC
s
P439fs]QPQAKPPR*




HRCT
c.275A>C
p.H92P
LGIFHHHRHPGHVSHVPNVGLHHHH[p.
GLHHHHPPR,PPRHTPHHL,VGLHHHHPPR,HPPRHTPHHL,
BLCA


1


H92P]PPRHTPHHLHHHHHPHRHHPR
HHHPPRHTPH






HAR*




HRNR
c.1de|A
p.M1fs
[p.M1fs]CLNSYKASSLSSMFSTNMPPS
NMPPSMGSM,SYKASSLSS,KASSLSSMF,MPPSMGSMI,LN
OV





MGSMIR*
SYKASSL,YKASSLSSM,LSSMFSTNM,FSTNMPPSM,SMFST







NMPP,SLSSMFSTNM,CLNSYKASSL,SMFSTNMPPS,NMP







PSMGSMI,SYKASSLSSM,KASSLSSMFS,YKASSLSSMF,MFS







TNMPPSM,NMPPSMGSM



HRNR
c.7615G>A
p.G253
QHGSGSSQSSGYGRQGSGSGQSPGH[p.
HSQRGSGSR
CESC




9S
p.G2539S]SQRGSGSRQSPSYGRHGSG







SGRSSSS




HRSP1
c.359G>A
p.R120
IYKQYFKSNFPARAAYQVAALPKGS[p.R
SQIEIEAVA,LPKGSQIEI,AALPKGSQI,SQIEIEAVAI,ALPKGS
CRC


2

Q
120Q]QIEIEAVAIQGPLTTASL*
QIEI



HS3ST
c.859G>A
p.E287
RDRCLHESKGRAHPQVDPKLLNKLH[p.
KLLNKLHKY,HKYFHEPNK,LLNKLHKYF,KLLNKLHKYF,KYFH
CRC


1

K
E287K]KYFHEPNKKFFELVGRTFDWH*
EPNKKF,LHKYFHEPNK



HS3ST
c.1195G>T
p.G399
EIDREVVRRLREFYRPFNLKFYQMT[p.G
FYQMTWFIDF,NLKFYQMTW,LKFYQMTWFI,YQMTWFIDF
LUAD


3A1

W
399W]WHDFGWDG*
G,QMTWHDFGW,FNLKFYQMTW,KFYQMTWHDF,YQMT







WHDFGW



HSD1
c.937G>A
p.G313
VPAKAEAGAEAGGGAGPGAEDEAGR[p.
AEDEAGRSA,RSAVGDPEL,AEDEAGRSAV,GRSAVGDPEL
ACC


7B1

S
G313S]SAVGDPELGDPPAAPQ*




HSD1
c.627C>G
p.F209
EAFSDILRREIQHFGVKISIVEPGY[p.F20
YLRTGMTNM,SIVEPGYLR,YLRTGMTNMT,ISIVEPGYLR,G
LUAD


7B6

L
9L]LRTGMTNMTQSLERMKQSWKEAP
YLRTGMTNM,VEPGYLRTGM






KHI




HSF4
c.505C>T
p.R169
QALRGVQESTEARLRELRQQNEILW[p.
ILWWEVVTL,RQQNEILWW,LWWEVVTLR,NEILWWEVV,
TGCT




W
R169W]WEVVTLRQSHGQQHRVIGKLI
WEVVTLRQS,QQNEILWWEV,ILWWEVVTLR,EILWWEVV






QCLFG
TL,WEVVTLRQSH,NEILWWEVVT



HSPA
c.253G>T
p.V85L
DENGHISIPSMVSFTDNDVYVGYES[p.
DVYVGYESL,YVGYESLELA,VYVGYESLEL
LUAD


13


V85L]LELADSNPQNTIYDAKRFIGKIFTA







E




HSPA
c.1447C>T
p.R483
RIGSFTIQNVFPQSDGDSSKVKVKV[p.R
KVKVKVCVN,KVKVCVNIH,VCVNIHGIF,CVNIHGIFSV,SSK
UCEC


4L

C
483C]CVNIHGIFSVASASVIEKQNLEGD
VKVKVCV,KVKVKVCVNI,KVKVCVNIHG,VKVCVNIHGI,KV






HS
CVNIHGIF



HSPB
c.845G>T
p.R282
HYVESIDPVTVSINSWIELEEDHLA[p.R2
HLALVEEAI,LEEDHLALV,ALVEEAITRM,IELEEDHLQL
LUAD


AP1

L
82L]LVEEAITRMLVCALKTAENPQNTR







AW




HTR2
c.656C>T
p.S219
LKIIAVWTISVGISMPIPVFGLQDD[p.S2
LQDDLKVFK,GLQDDLKVF,PVFGLQDDLK,GLQDDLKVFK,I
UCEC


A

L
19L]LKVFKEGSCLLADDNFVLIGSFVSFF
PVFGLQDDL,FGLQDDLKVF,LKVFKEGSCL



HTR3
c.706C>T
p.R236
SVSSTYSILQSSAGGFAAIQFNVVM[p.R
VVMCRHPLV,IQFNVVMCR,VMCRHPLVY,MCRHPLVYV,N
CRC


B

C
236C]CRHPLVYVVSLLIPSIFLMLVDLGS
VVMCRHPL,VMCRHPLVYV,VVMCRHPLVY,QIQFNVVMC






F
R,NVVMCRHPLV,AQIQFNVVMC,IQFNVVMCRH,FNVVM







CRHPL



HTR5
c.454C>T
p.R152
ASIWNVTAIALDRYWSITRHMEYTL[p.
CTRKCVSNV,HMEYTLCTR,YTLCTRKCV,RHMEYTLCT,HME
CRC


A

C
R152C]CTRKCVSNVMIALTWALSAVIS
YTLCTRK,CTRKCVSNVM,MEYTLCTRKC






LAPL




HTR5
c.894G>T
p.W29
DTWREQKEQRAALMVGILIGVFVLC[p.
VLCCIPFFL,CIPFFLTEL,VFVLCCIPF,FVLCCIPFF,FVLCCIPFF
LUAD


A

8C
W298C]CIPFFLTELISPLCSCDIPAIWKSI
L,CIPFFLTELI,VFVLCCIPFF,GVFVLCCIPF






F




HTRA
c.1208A>G
p.Q403
DFPEVSSGIYVQEVAPNSPSQRGGI[p.Q
GIRDGDIIVK
GBM


3

R
403R]RDGDIIVKVNGRPLVDSSELQEA







VLT




HYAL4
c.664G>A
p.D222
AFMKETIKLGIKSRPKGLWGYYLYP[p.D
YLYPNCHNY,YPNCHNYNV,GLWGYYLYPN,YLYPNCHNYN,
TGCT




N
222N]NCHNYNVYAPNYSGSCPEDEVL
YYLYPNCHNY,LYPNCHNYNV,YPNCHNYNVY






RNNE




HYDIN
c.1352G>A
p.R451
NPLEAKLYQQTIYCDILGREIRLPL[p.R45
EIRLPLQIK,REIRLPLQI,QIKGEGMGPK,LPLQIKGEGM
CRC




Q
1Q]QIKGEGMGPKIHFNFELLDIGKVFT







G




HYDIN
c.2816G>A
p.R939
PELNLGAHFSLDTHYYHFKLINKGR[p.R
RQIQQLFWM,KLINKGRQI,KGRQIQQLF,KGRQIQQLFW,F
CRC




Q
939Q]QIQQLFWMNDSFRPQAKLSKKG
KLINKGRQI,NKGRQIQQLF,RQIQQLFWMN






RVKK




HYDIN
c.3559C>T
p.R118
VHYPNLSFETKELDFGCILNDTELI[p.R1
LNDTELICY,TELICYVTI,ILNDTELICY,DTELICYVTI,TELI
CRC




7C
187C]CYVTITNCSPLVVKFRWFFLVNDE
CYVTIT






EN




HYOU
c.472C>T
p.R158
TVHFQISSQLQFSPEEVLGMVLNYS[p.R
MVLNYSCSL,VLNYSCSLA,YSCSLAEDF,GMVLNYSCSL,MVL
CRC


1

C
158C]CSLAEDFAEQPIKDAVITVPVFFN
NYSCSLA,NYSCSLAEDF






QA




IARS2
c.2494C>T
p.R832
YCEKENDPKRRSCQTALVEILDVIV[p.R8
VIVCSFAPI,CSFAPILPH,ILDVIVCSF,ILDVIVCSFA,VIVCSFA
SKCM




C
32C]CSFAPILPHLAEEVFQHIPYIKEPKS
PIL,DVIVCSFAPI,EILDVIVCSF,CSFAPILPHL



IBA57
c.390C>A
p.S130
RTLYDVILYGLQEHSEVSGFLLECD[p.S1
FLLECDRSV,RSVQGALQK,LECDRSVQGA
ACC




R
30R]RSVQGALQKHLALYRIRRKVTVEP







HP




IBTK
c.3638de|A
p.K121
PVNAWASSLHSVSSKSFRDFLLEEK[p.K
FLLEEKSLL,LLEEKSLLL,SLLLAIVQA,LLLAIVQAI,AIMSKKFLL,
STAD




3fs
1213fs]SLLLAIVQAIMSKKFLLKELKILR
FLLKELKIL,KLSDALPMV,LLAIVQAIM,AIVQAIMSK,IVQAI






HQKLSDALPMVPQDQKATIFQIYHF*
MSKK,IMSKKFLLK,KFLLKELKI,ATIFQIYHF,ELKILRHQK,LLK







ELKILR,VPQDQKATI,VQAIMSKKF,SKKFLLKEL,LKILRHQKL,







RHQKLSDAL,QKLSDALPM,QKATIFQIY,EEKSLLLAI,LEEKS







LLLA,FLLEEKSLLL,SLLLAIVQAI,LLLAIVQAIM,LLEEKSLLLA,







AIVQAIMSKK,AIMSKKFLLK,LAIVQAIMSK,IVQAIMSKKF,K







ATIFQIYHF,KSLLLAIVQA,MSKKFLLKEL,DQKATIFQIY,VPQ







DQKATIF,ELKILRHQKL,HQKLSDALPM,RDFLLEEKSL,LEEK







SLLLAI,VQAIMSKKFL,KKFLLKELKI,LRHQKLSDAL,EEKSLLL







AIV,LPMVPQDQKA



IDE
c.110de|A
p.K37fs
ALPSTFRSVLGARLPPPERLCGFQK[p.K
GFQKRLTQK,CGFQKRLTQK
STAD





37fs]RLTAK*




IDH1
c.394C>G
p.R132
VFREAIICKNIPRLVSGWVKPIIIG[p.R13
PIIIGGFIAY,GGHAYGDQY,KPIIIGGHAY,IGGHAYGDQY
GBM




G
2G]GHAYGDQYRATDFWPGPGKVEIT







YT




IDH1
c.394C>T
p.R132
VFREAIICKNIPRLVSGWVKPIIIG[p.R13
PIIIGCHAY,GCHAYGDQY,KPIIIGCHAY,IGCHAYGDQY
LAML,LIHC,




C
2C]CHAYGDQYRATDFVVPGPGKVEITY

MM,SKCM





T




IDH1
c.395G>A
p.R132
VFREAIICKNIPRLVSGWVKPIIIG[p.R13
PIIIGHHAY,GHHAYGDQY,KPIIIGHHAY,IGHHAYGDQY
GBM,LAML,




H
2H]HHAYGDQYRATDFVVPGPGKVEIT

PRAD





YT




IDH2
c.419G>A
p.R140
TITPDEARVEEFKLKKMWKSPNGTI[p.R
IQNILGGTV,QNILGGTVF,SPNGTIQNI,TIQNILGGTV,SPNG
LAML




Q
140Q]QNILGGTVFREPIICKNIPRLVPG
TIQNIL,IQNILGGTVF






WT




IDH2
c.515G>A
p.R172
VFREPIICKNIPRLVPGWTKPITIG[p.R17
WTKPITIGK,KHAHGDQYK,GKHAHGDQY,IGKHAHGDQY
LAML




K
2K]KHAHGDQYKATDFVADRAGTFKM







VFT




IDUA
c.1120A>C
p.T374
DNAFLSYHPHPFAQRTLTARFQVNN[p.
NPRPPHVQL,FQVNNPRPP,TARFQVNNPR,QVNNPRPPH
ACC




P
T374P]PRPPHVQLLRKPVLTAMGLLAL
V,NPRPPHVQLL,FQVNNPRPPH






LDEE




IDUA
c.99T>G
p.H33Q
AALLALLASLLAAPPVAPAEAPHLV[p.H
HLVQVDAAR,VQVDAARAL,AEAPHLVQV,HLVQVDAARA,
KIRP





33Q]QVDAARALWPLRRFWRSTGFCPP
APHLVQVDAA,VQVDAARALW






LPH




IER5
c.580C>G
p.R194
SRAARRPCGCPLGGEDPPGTPAATP[p.
TPAATPGAA,TPAATPGAAC
KIRP




G
R194G]GAACCCAPQPAEDEPPAPPAV







CPRKR




IFNA1
c.236T>C
p.V79A
KDRHDFRIPQEEFDGNQFQKAQAIS[p.
ALHEMIQQT,AISALHEMI,KAQAISALH,QAISALHEM,QKA
GBM,LUSC


0


V79A]ALHEMIQQTFNLFSTEDSSAAW
QAISAL,FQKAQAISAL,QAISALHEMI,AQAISALHEM,ALHE






EQSL
MIQQTF



IFNA1
c.238C>T
p.L80F
DRHDFRIPQEEFDGNQFQKAQAISV[p.
KAQAISVFH,QAISVFHEM,QKAQAISVF,AQAISVFHEM,VF
GBM


0


L80F]FHEMIQQTFNLFSTEDSSAAWEQ
HEMIQQTF,QAISVFHEMI,FQKAQAISVF






SLL




IFT14
c.1990G>A
p.E664
VDEGLKNYVPVNHFWDQSEPRLFVC[p.
QSEPRLFVCK,EPRLFVCKAV,SEPRLFVCKA
HNSC


0

K
E664K]KAVQETPRSQPQSANGQPQD







GRAGPA




IFT17
c.2509G>A
p.A837
YERAGDLFEKIHNPQKALECYRKGN[p.
CYRKGNTFM,KGNTFMKAV,NTFMKAVEL,CYRKGNTFMK,
STAD


2

T
A837T]TFMKAVELARLAFPVEVVKLEE
TFMKAVELAR,NTFMKAVELA,LECYRKGNTF,RKGNTFMK






AWGD
AV



IFT17
c.2831C>T
p.A944
AQHYASLQEYEIAEELYTKGDRTKD[p.A
RTKDVIDMY,DVIDMYTQA,RTKDVIDMYT
CRC


2

V
944V]VIDMYTQAGRWEQAHKLAMKC







MRPED




IGF2B
c.556A>T
p.T186
SSPSPPQRAQRGDHSSREQGHAPGG[p.
SSQARQIDF,GSSQARQIDF
CLL


P2

S
T186S]SSQARQIDFPLRILVPTQFVGAII







GK




IGF2R
c.3942_394
p.T131
HKVAGLLTQKLTYENGLLKMNFTGG[p.
KMNFTGGGH,MNFTGGGHL,KMNFTGGGHL,LKMNFTGG
STAD



3insG
4fs
T1314fs]GHLP*
GH



IGHM
c.1843C>A
p.R615
FLAEDRRINVAVTRARRHVAVICDS[p.R
AVICDSSTV,STVNNHAFL,SSTVNNHAF,STVNNHAFLK,DSS
LUAD


BP2

S
615S]STVNNHAFLKTLVEYFTQHGEVR
TVNNHAF






TAF




IGJ
c.230G>A
p.R77Q
KCARITSRIIRSSEDPNEDIVERNI[p.R77
QIIVPLNNR,DIVERNIQI,VERNIQIIV,RNIQIIVPL
CRC





Q]QIIVPLNNRENISDPTSPLRTRFVYH




IK
c.268_269d
p.E90fs
DPAARRRKKKSYYAKLRQQEIERER[p.E
EIERERASR,REVPGSCQG,TERWSEQRL,RQQEIERERA,IER
UCEC



e|GA

90fs]ASREVPGSCQGTERWSEQRL*
ERASREV,REVPGSCQGT



IKZF3
c.485T>G
p.L162
KRSHTGERPFQCNQCGASFTQKGNL[p.
KGNLRRHIK,SFTQKGNLR,FTQKGNLRR,ASFTQKGNLR,KG
CLL




R
L162R]RRHIKLHTGEKPFKCHLCNYAC
NLRRHIKL,SFTQKGNLRR,NLRRHIKLHT,TQKGNLRRHI






QRRD




IL17B
c.100C>T
p.R34
FLLTISIFLGLGQPRSPKSKRKGQG[p.R3
GQGWPGPLA,RKGQGWPGPL,WPGPLAPGPH
BRCA




W
4W]WPGPLAPGPHQVPLDLVSRMKPY







ARM




IL17R
c.2409_241
p.Q803
PYEEEQRQSVQSDQGYISRSSPQPP[p.
GLGHDGVRV,RAAPQGPPR,RGGRGAGPR,RVRGAQCMR,
CRC


A
0insC
fs
Q803fs]RGTHGNGGRGGRGAGPREA
GPREAGPAT,VRVRGAQCM,EEPPAAAAF,REAGPATLS,ISR






GPATLSRGPGEPEEPPAAAAFPPAAEEL
SSPQPPR,GVRVRGAQCM,RVRGAQCMRA,GPREAGPATL,






GLGHDGVRVRGAQCMRAAPQGPPRS
APQGPPRSQL,AAFPPAAEEL,EELGLGHDGV






QL*




IL1R2
c.1091_109
p.L364f
KEASSTFSWGIVLAPLSLAFLVLGG[p.L3
RLSILSQVK,QTVQTQNWK,KSRWSDCAM,MASSSRLSI,AQ
CLL



2insG
s
64fs]NMDAQTVQTQNWKSRWSDCA
TVQTQNW,CAMASSSRL,ASSSRLSIL,SRLSILSQV,FLVLGG






MASSSRLSILSQVK*
NMDA,AMASSSRLSI,KSRWSDCAMA,SSRLSILSQV,TVQT







QNWKSR,MASSSRLSIL,LAFLVLGGNM,VQTQNWKSRW,







WKSRWSDCAM,DAQTVQTQNW



IL1RA
c.149T>G
p.F50C
DDWGLDTMRAIQVFEDEPARIKCPL[p.
RIKCPLCEH,IKCPLCEHF,CEHFLKFNY,RIKCPLCEHF,CPLCE
KIRC


P


F50C]CEHFLKFNYSTAHSAGLTLIWYW
HFLKF,CEHFLKFNYS






TRQ




IL1RA
c.1940C>T
p.T647
KHEIPATTLPVPSLGNHHTYCNLPL[p.T
MLLNGQLPL,YCNLPLML,HTYCNLPLM,LMLLNGQLPL,H
CRC


PL2

M
647M]MLLNGQLPLNNTLKDTQEFHRN
TYCNLPLML,TYCNLPLMLL,LPLMLLNGQL,HHTYCNLPLM






SSLL




IL2
c.308G>T
p.R103
CLEEELKPLEEVLNLAQSKNFHLRP[p.R1
RPMDLISNI,NFHLRPMDL,SKNFHLRPM,QSKNFHLRPM,K
LUAD




M
03M]MDLISNINVIVLELKGSETTFMCEY
NFHLRPMDL,MDLISNINVI






A




IL25
c.502_503d
p.C168f
HGEKGTHKGYCLERRLYRVSLACVC[p.C
AGGWSLFGK,SLFGKPGAR,GPAGGWSLF,HEGPGCPDA,SL
KIRP



e|TG
s
168fs]AAPCDGLAGPAGGWSLFGKPG
ACVCAAPC,RVSLACVCAA,WSLFGKPGAR,GPGCPDAWPL,






ARCTTTCHEGPGCPDAWPL*
LAGPAGGWSL,HEGPGCPDAW



IL3
c.268G>A
p.A90T
DILMENNLRRPNLEAFNRAVKSLQN[p.
TSAIESILK,KSLQNTSAI,NTSAIESIL,LQNTSAIESI,NTSAI
CRC





A90T]TSAIESILKNLLPCLPLATAAPTRH
ESILK,AVKSLQNTSA,VKSLQNTSAI






P




IL32
c.643C>A
p.P215
LWKQFQSFCCSLSELFMSSFQSYGA[p.
SYGATRGDK,SFQSYGATR,SSFQSYGAT,FQSYGATRG,SSF
LUAD




T
P215T]TRGDKEELTPQKCSEPQSSK*
QSYGATR,QSYGATRGDK



IL32
c.653_654i
p.D218
QFQSFCCSLSELFMSSFQSYGAPRG[p.D
APRGEQGGA
SKCM



nsG
fs
218fs]EQGGADTPEVL*




IL5RA
c.139C>A
p.L47I
LLPDEKISLLPPVNFTIKVTGLAQV[p.L47
GLAQVILQW,GLAQVILQWK,IKVTGLAQVI,TGLAQVILQW
CRC





I]ILQWKPNPDQEQRNVNLEYQVKINA







P




IL6ST
c.647C>A
p.P216H
FVNIEVWVEAENALGKVTSDHINFD[p.
TSDHINFDH,HINFDHVYK,DHINFDHVY,TSDHINFDHV,HI
MM





P216H]HVYKVKPNPPHNLSVINSEELSS
NFDHVYKV,SDHINFDHVY






ILK




IL7R
c.161C>T
p.S54L
DLEDAELDDYSFSCYSQLEVNGSQH[p.S
EVNGSQHLL,SQHLLTCAF,LEVNGSQHL,GSQHLLTCAF,LEV
LUSC





54L]LLTCAFEDPDVNITNLEFEICGALVE
NGSQHLL



ILF3
c.1450G>A
p.E484
VKVLQDMGLPTGAEGRDSSKGEDSA[p.
SSKGEDSAK,KETEAKPAV,KETEAKPAVV,GEDSAKETEA
BLCA




K
E484K]KETEAKPAVVAPAPVVEAVSTP







SAAF




INADL
c.4018C>G
p.P134
KLVFIRNEDAVNQMAVTPFPVPSSS[p.
FPVPSSSAS,VPSSSASSI,TPFPVPSSSA,FPVPSSSASS
LUSC




0A
P1340A]ASSIEDQSGTEPISSEEDGSVE







VGIK




INF2
c.1581de|C
p.S527f
PLLPGMGWGPPPPPPPLLPCTCSPP[p.
SWPRWTMAW,AWRRSSWPR,RSSWPRWTM,SSWPRWT
STAD




s
S527fs]WREAWRRSSWPRWTMAWA
MA,WPRWTMAWA,WAQHGSPAI,REAWRRSSW,WRRSS






QHGSPAIGG*
WPRW,AWAQHGSPA,AQHGSPAIG,LPCTCSPPW,AWRRS







SWPRW,SSWPRWTMAW,RSSWPRWTMA,MAWAQHGS







PA,CSPPWREAWR,EAWRRSSWPR,WTMAWAQHGS,WP







RWTMAWAQ,LLPCTCSPPW,WREAWRRSSW,RRSSWPR







WTM,AWAQHGSPAI



ING1
c.658G>T
p.A220
DECYERFSRETDGAQKRRMLHCVQR[p.
MLHCVQRSL,RSLIRSQEL,RMLHCVQRS,RMLHCVQRSL,M
LUAD




S
A220S]SLIRSQELGDEKIQIVSQMVELV
LHCVQRSLI,RSLIRSQELG






ENR




INMT
c.167G>T
p.G56V
PSPEAEMLKFNLECLHKTFGPGGLQ[p.
LQVDTLIDI,GLQVDTLIDI,KTFGPGGLQV
LUAD





G56V]VDTLIDIGSGPTIYQVLAACDSFQ







DI




INMT
c.635C>T
p.S212
LKPGGHLVTTVTLRLPSYMVGKREF[p.S
EFFCVALEK,YMVGKREFF,GKREFFCVA,KREFFCVAL,REFF
SKCM




F
212F]FCVALEKEEVEQAVLDAGFDIEQL
CVAL,MVGKREFFCV,MVGKREFFC,SYMVGKREFF,GKR






LH
EFFCVAL,REFFCVALEK



INPP5
c.1568G>A
p.R523
SFMFNGTSLGFVNSHLTSGSEKKLR[p.R
RQNQNYMNI,KLRQNQNYM,KKLRQNQNY,KLRQNQNYM
CRC


D

Q
523Q]QNQNYMNILRFLALGDKKLSPF
N,RQNQNYMNIL,KKLRQNQNYM






NITH




INPP5
c.787C>T
p.R263
EGRLLFPPTYKFDRNSNDYDTSEKK[p.R
KCKPAWTDR,SEKKCKPAW
CRC


K

C
263C]CKPAWTDRILWRLKRQPCAGPD







TPIP




INPPL
c.1478C>T
p.T493
VFGTQENSVGDREWLDLLRGGLKEL[p.
LMDLDYRPI,LKELMDLDY,ELMDLDYRPI,GLKELMDLDY,LL
HNSC


1

M
T493M]MDLDYRPIAMQSLWNIKVAVL
RGGLKELM,MDLDYRPIAM






VKPEH




INPPL
c.2921de|C
p.A974
APREEPLTPRLKPEGAPEPEGVAAP[p.A
RLPGPLSHL,SLGTTGTLV,YQGQWSGAV,ALSWGKWPV,VL
STAD


1

fs
974fs]HPRTASITLPTTSLKGSRTSCCPRS
QMRSLEA,GLRPVAHHL,HLPRPIQGL,ITLPTTSLK,LSHLPPR






HPRLPGPLSHLPPRTKWPLQCLLHSLGT
TK,TTGTLVWER,QTFHLHHCR,HQPALSWGK,MTGPARCC






TGTLVWERGVLQMRSLEAHCPLQTFHL
R,AWILYQGQW,SWGKWPVGM,RTASITLPT,GSRTSCCPR,






HHCRTQPSSCPPAWILYQGQWSGAVV
RTSCCPRSH,RSHPRLPGP,RTKWPLQCL,RSLEAHCPL,RPVA






GLRPVAHHLPRPIQGLHCPQAPHQPAL
HHLPR,PARCCRWPR,SCPPAWILY,EGVAAPHPR,SCCPRS






SWGKWPVGMTGPARCCRWPRR*
HPR,WSGAVVGLR,APHPRTASI,HPRTASITL,HPRLPGPLS,L







PPRTKWPL,CPQAPHQPA,APHQPALSW,WPVGMTGPA,L







QMRSLEAH,EAHCPLQTF,SHLPPRTKW,TKWPLQCLL,LLHS







LGTTG,HSLGTTGTL,LGTTGTLVW,RGVLQMRSL,TQPSSCP







PA,SSCPPAWIL,ILYQGQWSG,GQWSGAVVG,VAHHLPRPI,







GLHCPQAPH,PQAPHQPAL,EPEGVAAPH,CPLQTFHLH,Q







PSSCPPAW,QPALSWGKW,LEAHCPLQT,SSCPPAWILY,HL







PPRTKWPL,ILYQGQWSGA,YQGQWSGAVV,GQWSGAVV







GL,LLHSLGTTGT,SITLPTTSLK,TSCCPRSHPR,GTTGTLVWE







R,RTASITLPTT,KGSRTSCCPR,RSHPRLPGPL,RTKWPLQCLL,







RTQPSSCPPA,PARCCRWPRR,LQTFHLHHCR,QWSGAVV







GLR,HSLGTTGTLV,APHPRTASIT,CPRSHPRLPG,HPRLPGP







LSH,WPLQCLLHSL,CPQAPHQPAL,LEAHCPLQTF,LVWERG







VLQM,ASITLPTTSL,LSHLPPRTKW,LHSLGTTGTL,SLGTTGT







LVW,LQMRSLEAHC,MRSLEAHCPL,QPSSCPPAW,HQPA







LSWGKW,LSWGKWPVGM,WERGVLQMRS,QPSSCPPAWI



INPPL
c.3460de|C
p.P115
SEVDVAPAGPARSALLPGPLELQPP[p.P
TMAGPSASL,SLHPASGRA,ASLHPASGR,RASRKTWQR,RT
STAD


1

4fs
1154fs]GDCPRTMAGPSASLHPASGRA
MAGPSAS,ASRKTWQRR,KTWQRRLRA,WQRRLRACR,RL






SRKTWQRRLRACRAGGPAGWARQA*
RACRAGG,RACRAGGPA,HPASGRASR,CPRTMAGPS,GPS







ASLHPA,SGRASRKTW,RTMAGPSASL,RASRKTWQRR,ASR







KTWQRRL,KTWQRRLRAC,RLRACRAGGP,ELQPPGDCPR,S







ASLHPASGR,TWQRRLRACR,CPRTMAGPSA,WQRRLRAC







RA,TMAGPSASLH,ASGRASRKTW



INTS1
c.1A>G
p.M1V
[p.M1V]VAATVNLELDPIFLKALGFLHS
VAATVNLEL
MM


2


KSKD




INTS4
c.1378T>G
p.S460
MRKISNNITLREDQLDTVLAVLEDS[p.S
VLAVLEDSA,SARDIREAL,SARDIREALH,DSARDIREAL
TGCT




A
460A]ARDIREALHELLCCTNVSTKEGIH







LA




INTS7
c.2818C>T
p.R940
GIVWKTGPRTTIFVKSLEDPYSQQI[p.R
DPYSQQICL,QQICLQQQQA
UCEC




C
940C]CLQQQQAQQPLQQQQQRNAY







TRF*




INTS7
c.317G>T
p.R106I
LCVLKVTQQSEKHLEKILNVDEFVK[p.R
FVKIIFSVI,EFVKIIFSV,DEFVKIIFS,ILNVDEFVKI,EFVKIIFSVI,
UCEC





106I]IIFSVIHSNDPVARAITLRMLGSLA
DEFVKIIFSV






S




INVS
c.2396G>A
p.R799
WKPSRRHDTEPKAKCAPQKRRTQEL[p.
PQKRRTQELK,ELKGGRCSPA
CESC




K
R799K]KGGRCSPAGSSRPGSARGEAV







HAGQN




INVS
c.2444de|G
p.R815f
KRRTQELRGGRCSPAGSSRPGSARG[p.
SMLGRILPT,MLGRILPTI,SARGRRSML,RGRRSMLGR,RSM
STAD




s
R815fs]RRSMLGRILPTIVHQETK*
LGRILP,GSARGRRSM,RRSMLGRIL,SMLGRILPTI,MLGRILP







TIV,ILPTIVHQET,SSRPGSARGR,SARGRRSMLG,RGRRSML







GRI,RSMLGRILPT



IPO11
c.2532de|T
p.S844f
ERYPVVMSTYLGVMGRVLLQNTSFF[p.
LLQNTSFFL,YLMRWPINL,LMRWPINLI,TSFFLHYLM,SFFL
STAD




s
S844fs]LHYLMRWPINLIRRWTSFWEI*
HYLMR,FFLHYLMRW,RRWTSFWEI,LQNTSFFLH,QNTSFF







LHY,NTSFFLHYL,LHYLMRWPI,NLIRRWTSF,LIRRWTSFW,







WPINLIRRW,NTSFFLHYLM,VLLQNTSFFL,FLHYLMRWPI,Y







LMRWPINLI,TSFFLHYLMR,SFFLHYLMRW,HYLMRWPINL,







RWPINLIRRW,LMRWPINLIR,LQNTSFFLHY,INLIRRWTSF,







NLIRRWTSFW,IRRWTSFWEI



IRAK3
c.800G>A
p.R267
PYMRNGTLFDRLQCVGDTAPLPWHI[p.
IQIGILIGI,APLPWHIQI,WHIQIGILI,LPWHIQIGI,QIGILIGIS
CRC




Q
R267Q]QIGILIGISKAIHYLHNVQPCSVI
K,TAPLPWHIQI,LPWHIQIGIL






CG




IREB2
c.1256G>A
p.R419
HLEHTGFSKAKLESMETYLKAVKLF[p.R
FQNDQNSSG
CRC




Q
419Q]QNDQNSSGEPEYSQVIQINLNSI







VPS




IRF4
c.368A>G
p.K123
RCALNKSNDFEELVERSQLDISDPY[p.K
ISDPYRVYR,RVYRIVPEG,DISDPYRVY,DPYRVYRIV,QLDISD
MM




R
123R]RVYRIVPEGAKKGAKQLTLEDPQ
PYRV,RVYRIVPEGA,SQLDISDPYR,DISDPYRVYR,LDISDPY






MSM
RVY



IRS4
c.1771_177
p.G591
GHGSGGGQGPGDGHGSGGGKNSGG
GQRLRKWER,RLRKWERIR,RLRKWERIRW,GKNSGGGQRL
STAD



2insG
fs
G[p.G591fs]QRLRKWERIRW*




IRS4
c.63_65de|
p.21_2
MASCSFTRDQATRRLRGAAAAAAA[p.
RGAAAAAAAL
PAAD



GGC
2AA>A
21_22AA>A]LAAVVTTPLLSSGTPTALI







GTGSSCPGA




IRX3
c.1265T>C
p.L422
LVSAPLGKFPAWTNRPFPGPPPGPR[p.
PPGPRPHPL,GPRPHPLSL,GPRPHPLSLL
ACC




P
L422P]PHPLSLLGSAPPHLLGLPGAAGH







PAA




IRX6
c.1274C>T
p.A425
CDESSCIPKAFGNPKFALQGLPLNC[p.A
PLNCVPCPR,ALQGLPLNCV,VPCPRRSEPV
STAD




V
425V]VPCPRRSEPVVQCQYPSGAEAG*




ISX
c.256C>T
p.R86C
AASGSGLEKPPKDQPQEGRKSKRRV[p.
KSKRRVCTT,CTTFTTEQL,SKRRVCTTF,RRVCTTFTT,KSKRR
SKCM





R86C]CTTFTTEQLHELEKIFHFTHYPDV
VCTTF






HI




ISX
c.5G>T
p.C2F
M[p.C2F]FAEVGPALCRGMERNSLGCC
MFAEVGPAL
LUSC





EAPKKL




ITGA1
c.2006G>A
p.R669
PIVHLTPSLEVTPQAISWQRDCRR[p.R
CRRQGQEAV,RQGQEAVCL,RRQGQEAVCL,RQGQEAVCL
HNSC


0

Q
669Q]QGQEAVCLTAALCFQVTSRTPG
T






RWDH




ITGA4
c.2018C>T
p.T673
YLAVGSMKTLMLNVSLFNAGDDAYE[p.
MTLHVKLPV,DAYEMTLHV,YEMTLHVKL,NAGDDAYEM,A
CRC




M
T673M]MTLHVKLPVGLYFIKILELEEKQ
YEMTLHVKL,DAYEMTLHVK,EMTLHVKLPV,FNAGDDAYE






INC
M,YEMTLHVKLP



ITGA4
c.2700C>A
p.F900
GIVRFLSKTDKRLLYCIKADPHCLN[p.F9
HCLNLLCNF,CLNLLCNFGK,IKADPHCLNL
CRC




L
00L]LLCNFGKMESGKEASVHIQLEGRP







SI




ITGA5
c.143C>A
p.A48D
PPLLPLLLLLLPPPPRVGGFNLDAE[p.A4
NLDAEDPAV
KICH





8D]DPAVLSGPPGSFFGFSVEFYRPGTD







G




ITGA8
c.1846G>T
p.G616
TEFRDKLSPINISLNYSLDESTFKE[p.G61
STFKECLEV,TFKECLEVK,KECLEVKPI,DESTFKECL,CLEVKPI
LUAD




C
6C]CLEVKPILNYYRENIVSEQAHILVDC
LNY,STFKECLEVK,ESTFKECLEV,KECLEVKPIL



ITGAX
c.2054G>A
p.R685
KRSKNLLGSRDLQSSVTLDLALDPG[p.R
GHLSPRATF
LUSC




H
685H]HLSPRATFQETKNRSLSRVRVLGL







KA




ITGAX
c.848G>A
p.R283
TDGKKEGDSLDYKDVIPMADAAGII[p.R
GIIHYAIGV,DAAGIIHYA,ADAAGIIHY,IHYAIGVGL,MADAA
LUAD




H
283H]HYAIGVGLAFQNRNSWKELNDI
GIIHY,IIHYAIGVGL,HYAIGVGLAF,DAAGIIHYAI,IHYAIGVG






ASKP
LA



ITGB1
c.1132C>A
p.L378I
PKSAVGTLSANSSNVIQLIIDAYNS[p.L3
LIIDAYNSI,QLIIDAYNSI,AYNSISSEVI,DAYNSISSEV
STAD





78I]ISSEVILENGKLSEGVTISYKSYCKN




ITGB1
c.472G>A
p.D158
LKFKRAEDYPIDLYYLMDLSYSMKD[p.D
SMKDNLENV,LSYSMKDNL,YSMKDNLENV,SMKDNLENV
HNSC




N
158N]NLENVKSLGTDLMNEMRRITSD
K






FRIG




ITGB8
c.21_22insT
p.A7fs
MCGSALAFF[p.A7fs]YRCICLPAKRPAR
CGSALAFFY,ALAFFYRCI,LVPLGSLGV,GSALAFFYR,FTCSWT
STAD





SRLVPLGSLGVFTCSWTGPR*
GPR,FYRCICLPA,RSRLVPLGS,CLPAKRPAR,RPARSRLVP,







VPLGSLGVF,PARSRLVPL,AKRPARSRL,SRLVPLGSL,SLGVF







TCSW,RLVPLGSLGV,FFYRCICLPA,CGSALAFFYR,FYRCICLP







AK,RSRLVPLGSL,MCGSALAFFY,VFTCSWTGPR,RPARSRL







VPL,LAFFYRCICL,GSLGVFTCSW,SALAFFYRCI



ITIH1
c.760G>T
p.G254
KGHVLFRPTVSQQQSCPTCSTSLLN[p.G
SLLNWHFKV,TSLLNWHFK,STSLLNWHF,LNWHFKVTY,ST
LUAD




W
254W]WHFKVTYDVSRDKICDLLVANN
SLLNWHFK,CSTSLLNWHF,LLNWHFKVTY,TSLLNWHFKV






HFAH




ITIH2
c.2524C>G
p.L842
TLDKEMSFSVLLHRVWKKHPVNVDF[p.
VNVDFVGIY,NVDFVGIYI,HPVNVDFVG,VGIYIPPTNK,PVN
LUAD




V
L842V]VGIYIPPTNKFSPKAHGLIGQFM
VDFVGIY,HPVNVDFVGI






QEP




ITK
c.586G>A
p.E196
PEETVVIALYDYQTNDPQELALRRN[p.E
LALRRNKEY,RRNKEYCLL,KEYCLLDSS,ALRRNKEYCL,ELAL
CRC




K
196K]KEYCLLDSSEIHWWRVQDRNGH
RRNKEY






EGYV




ITK
c.86G>T
p.R29L
FILLEEQLIKKSQQKRRTSPSNFKV[p.R2
SNFKVLFFV,VLFFVLTKA,KVLFFVLTK,NFKVLFFVL,SPSNFK
LUAD





9L]LFFVLTKASLAYFEDRHGKKRTLKGS
VLF,KVLFFVLTKA,TSPSNFKVLF,RTSPSNFKVL,SPSNFKVLF







F,SNFKVLFFVL,LFFVLTKASL



ITM2C
c.499G>A
p.E167
ADIIHDFQRGLTAYHDISLDKCYVI[p.E1
YVIKLNTTI,VIKLNTTIV,SLDKCYVIK,IKLNTTIVL,SLDKCYVIK
UCEC




K
67K]KLNTTIVLPPRNFWELLMNVKRGT
L,YVIKLNTTIV,SLDKCYVIK,CYVIKLNTTI






YL




ITPR1
c.4707G>T
p.M15
CGLERDKFDNKTVTFEEHIKEEHNM[p.
NMCHYLCFI,HNMCHYLCF,KEEHNMCHY,CHYLCFIVL,EEH
TGCT




69I
M1569I]CHYLCFIVLVKVKDSTEYTGPE
NMCHYL,NMCHYLCFIV,HNMCHYLCFI,IKEEHNMCHY,KE






SYVA
EHNMCHYL,MCHYLCFIVL



ITPR2
c.1073C>A
p.P358
RDGVPPTSKKKRQAGEKIMYTLVSV[p.
IMYTLVSVQ,VQHGNDIAS,IMYTLVSVQH,VQHGNDIASL,
LUAD




Q
P358Q]QHGNDIASLFELDATTLQRADC
QHGNDIASLF






LVPR




IWS1
c.2404de|A
p.S802f
FQATSKKGISRLDKQMRKFTDIRKK[p.S
RKFTDIRKKA
STAD




s
802fs]ADLHTQ*




JAG1
c.1384G>A
p.A462
DCLPGWMGQNCDININDCLGQCQND
TSCRDLVNGY,CQNDTSCRDL
CRC




T
[p.A462T]TSCRDLVNGYRCICPPGYAG







DHCERD




JAK1
c.928G>A
p.V310I
IFETSMLLISSENEMNWFHSNDGGN[p.
SNDGGNILY,NILYYEVMV,ILYYEVMVT,HSNDGGNIL,GNIL
CRC





V310I]ILYYEVMVTGNLGIQWRHKPNV
YYEVM,HSNDGGNILY,SNDGGNILYY,FHSNDGGNIL






VSVE




JAKMI
c.848G>T
p.R283I
MSSPKREIPGRAGDGSEHCSSPDLR[p.
INQKRIAEL,RINQKRIAEL,SSPDLRINQK
UCEC


P2


R283I]INQKRIAELNATIRKLEDRNTLLG







DE




JARID
c.1180_118
p.G394
VNHTISGKTESSNAKTRKQVLSLGG[p.
GQWQVEPKV,QWPQGQWQV,GVQVHWARR,RQWPQGQWQ,
STAD


2
1insG
fs
G394fs]GVQVHWARRQWPQGQWQVE
WQVEPKVMH,VLSLGGGVQV,RQWPQGQWQV,






PKVMH*
KQVLSLGGGV,LSLGGGVQVH,SLGGGVQVHW,VQVHWAR







RQW,ARRQWPQGQW,GQWQVEPKVM



JARID
c.1266de|G
p.V422
TGPAVNGLKVSGRLNPKSCTKEVGG[p.
CGRACSCGR,KRHTRRRSR,HTRRRSRSR,RRSRSRPPR,RSRS
STAD


2

fs
V422fs]GSCGRACSCGRGCGTPRGDW
RPPRR,EVGGGSCGR,HTRRRSRSRP,RRRSRSRPPR






KRHTRRRSRSRPPRR*




JHDM
c.289de|A
p.R97fs
HHAVDIDLYHCPNCAVLHGSSLMKK[p.
MMVPNQCKL,MTTQKLMMV,LMMVPNQCK,VPNQCKLE
STAD


ID


R97fs]GGTGTDMTTQKLMMVPNQCK
L,ELSLRNYAL,KKGGTGTDM,TDMTTQKLM,NQCKLELEL,C






LELELSLRNYALESSQVPMK*
KLELELSL,ALESSQVPM,LELSLRNYA,GTDMTTQKLM,LM







MVPNQCKL,SLMKKGGTGT,KLMMVPNQCK,ALESSQVPM







K,GTGTDMTTQK,YALESSQVPM,MKKGGTGTDM,TDMTT







QKLMM,LELELSLRNY,LELSLRNYAL,RNYALESSQV



JHDM
c.938G>A
p.R313
TSVWYHVLWGEKIFYLIKPTDENLA[p.R
PTDENLQHY,AHYESWSSS,DENLQHYES,KPTDENLAHY,AH
GBM


1D

H
313H]HYESWSSSVTQSEVFFGDKVDKC
YESWSSSV,DENLAHYESW






YKC




JMJD1
c.3592C>A
p.R119
SHSVTTFRNDCRSPTHLTVSSTNTL[p.R
LSSMPALHR,SSMPALHRA,NTLSSMPAL,SSTNTLSSM,TLS
LUAD


C

8S
1198S]SSMPALHRAPVFHPPIHHSLERK
SMPALHR,STNTLSSMPA,VSSTNTLSSM






EGS




JMJD4
c.32C>T
p.A11V
MRAGPEPQAL[p.A11V]VGQKRGALRL
LVGQKRGAL,LVGQKRGALR
ACC





LVPRLVLTVSAPAEVR




JMY
c.2429_246
p.PPPP
LNNNLEPCSVTINPLPSPLPPTPPP[p.PP
SPLPPTPPPL,LPPTPPPLPV
PAAD



4de|CACCA
PPPPPP
PPPPPPPPPP811de|]LPVAKDSGPETLE





CCACCTCCC
PP811d
KDLPRKEGNEKRIPKSASAPSAHLFDSS





CCACCTCCT
e|
QLVSARKKLRKTAEGLQRRR





CCCCCTCCC







CCAC






JPH1
c.1183G>A
p.A395
ARTKVEIANSRTAHARAKADAADQA[p.
DAADQATLA,TLAARQECDI,DAADQATLAA,KADAADQAT
GBM




T
A395T]TLAARQECDIARAVARELSPDFY
L






QPG




JPH3
c.1299G>C
p.Q433
EARIARITAKEFSPSFQHRENGLEY[p.Q4
NGLEYHRPKR,YHRPKRQTSC
CESC




H
33H]HRPKRQTSCDDIEVLSTGTPLQQE







SP




JSRP1
c.275T>C
p.V92A
EKEPAARGTPGTGKERLKAGASPRS[p.
KAGASPRSA,SPRSAPARK,RSAPARKKA,ASPRSAPARK/GA
KIRP





V92A]APARKKAQTAPPLQPPPPPPALS
SPRSAPAR,APARKKAQTA,LKAGASPRSA






EEL




JUP
c.1880C>T
p.S627
RVAAGVLCELAQDKEAADAIDAEGA[p.
ALAPLMELL,AEGALAPLM,GALAPLMEL,DAIDAEGAL,DAI
CESC




L
S627L]LAPLMELLHSRNEGTATYAAAV
DAEGALA,DAEGALAPL






LFRI




KAL1
c.907G>A
p.V303I
SKHFRSSKDPSAPPAPANLRLANST[p.V
STINSDGSV,NLRLANSTI,TINSDGSVTV,NSTINSDGSV,ANL
CRC





303I]INSDGSVTVTIVWDLPEEPDIPVH
RLANSTI






HY




KANK
c.1076G>A
p.R359
VEADAWVTEALLGLPAAAERELELL[p.R
AERELELLH,RELELLHAS,LLHASLEHQR,AERELELLHA,RELE
ACC


3

H
359H]HASLEHQRGVSELLRGRLRELEE
LLHASL,LELLHASLEH






ARE




KANK
c.757T>C
p.S253
VQEGAEPPEGVVKVPNHLPLPGPPF[p.
PLPGPPFPF,PFQNVLVVL,FPFQNVLVV,GPPFPFQNV,LPLP
KIRC


4

P
S253P]PFQNVLVVLEDKEDEHNAREAE
GPPFPF,GPPFPFQNVL,FPFQNVLVVL,PPFPFQNVLV






VLFT




KANSL
c.1127G>A
p.G376
IGWNTGALVACHVSVMEYVTAVVCL[p.
AVVCLEFPL,CLEFPLLTV,VTAVVCLEF,LEFPLLTVD,YVTAVV
TGCT


3

E
G376E]EPLLTVDGPRGDVDDPLLDM
CLEF,TAVVCLEFPL






KTPVL




KBTB
c.242C>T
p.A81V
GGFRATLQVLRGDRPALAAEDELLQ[p.
QVVECAAFL,LQVVECAAF,AEDELLQVV,LLQVVECAAF,LQ
ACC


D13


A81V]VVECAAFLQAPALARFLEHNLTS
VVECAAFL,DELLQVVECA






DNC




KBTB
c.1325_132
p.G442
LADRLLCREGMDVAYLNGYIYILGG[p.G
YILGGARPY,ILGGARPYY,YIYILGGAR,ILGGARPYYW,IYILG
STAD


D6
6insG
fs
442fs]ARPYYWS*
GARPY,YILGGARPYY,GYIYILGGAR



KBTB
c.1645G>A
p.V549I
YLKLVLFQNKLHLFVRATQVTVEEH[p.V
VTVEEHIFR,TQVTVEEHI,IFRTSRKNSL,QVTVEEHIFR,TQVT
CRC


D8


549I]IFRTSRKNSLYQYDDIADQWMKV
VEEHIF






YET




KCNA
c.1126G>T
p.G376
EAESHFSSIPDAFWWAVVSMTTVGY[p.
TTVGYCDMY,VGYCDMYPV,MTTVGYCDMY,TVGYCDMY
LUAD


1

C
G376C]CDMYPVTIGGKIVGSLCAIAGV
PV,GYCDMYPVTI,SMTTVGYCDM






LTIA




KCNA
c.1244C>T
p.A415
TLKASMRELGLLIFFLFIGVILFSS[p.A41
ILFSSVVYF,GVILFSSVV,VILFSSVVY,SSVVYFAEA,FIGVILFS
CRC


3

V
5V]VVYFAEADDPTSGFSSIPDAFWWA
SV,ILFSSVVYFA,FSSVVYFAEA,VILFSSVVYF,GVILFSSVVY






VV




KCNB
c.692G>A
p.R231
STIALSLNTLPELQETDEFGQLNDN[p.R
HQLAHVEAV,QLNDNHQLA,GQLNDNHQL,GQLNDNHQL
BRCA


2

H
231H]HQLAHVEAVCIAWFTMEYLLRFL
A,HQLAHVEAVC,DEFGQLNDNH






SSP




KCNC
c.1363de|A
p.K455f
VPVIVNNFGMYYSLAMAKQKLPKKK[p.
KQKLPKKKR,RSWDLPIIV,LPKKKRSIF,SIFRGFIRSW,GHRS
STAD


1

s
K455fs]RSIFRGHRSWDLPIIVNLS*
WDLPI,WDLPIIVNL,IFRGHRSWDL,KKRSIFRGHR,RGHRS







WDLPI,LPKKKRSIFR,RSIFRGHRSW,GHRSWDLPII



KCND
c.1313C>T
p.S438
NQRADKRRAQKKARLARIRVAKTGS[p.S4
SLNAYLHSK,KTGSLNAYL,LNAYLHSKR,IRVAKTGSL,AKTGS
CRC,UCEC


3

L
38L]LNAYLHSKRNGLLNEALELTGTP
LNAY,GSLNAYLHSK,KTGSLNAYLH,SLNAYLHSKR,RIRVAK






EEE
TGSL,RVAKTGSLNA,VAKTGSLNAY,AKTGSLNAYL



KCNH
c.446G>C
p.G149
MFILNFEVVMEKDMVGSPAHDTNHR[p.
RAPPTSWLA,NHRAPPTSW,HRAPPTSWL
STAD


2

A
G149A]APPTSWLAPGRAKTFRLKLP







ALLALT




KCNH
c.1365G>A
p.M45
SSLTSVGFGNVSANTDAEKIFSICT[p.M
KIFSICTIL,ILIGALMHA,SICTILIGA,IFSICTILI,CTILIGALM,EK
LUAD


8

5I
455I]ILIGALMHALVFGNVTAIIQRMYS
IFSICTI,KIFSICTILI,FSICTILIGA,ILIGALMHAL,SICTILIGAL,






RW
AEKIFSICTI,EKIFSICTIL



KCNJ1
c.305de|C
p.P102f
GTWFLFGVVWYLVAVAHGDLLELDP[p.
LAMASATSV,SMQLWPPTM,MQLWPPTMA,SLEPSSSPL,
STAD


0

s
P102fs]RPTTPPVWYRCTHSLEPSSSPL
NVHWPLCFL,RLPGPRSGL,AMASATSVR,SSSQVPSWR,SS






NPKPPLAMASATSVRNVHWPLCFLLPS
QVPSWRR,VWYRCTHSL,RNVHWPLCF,VHWPLCFLL,SVR






WCSPPSWKSSSQVPSWRRLPGPRSGL
NVHWPL,SWCSPPSWK,SWRRLPGPR,SGLRPFVSA,PTTPP






RPFVSASMQLWPPTMASPAS*
VWYR,DPRPTTPPV,SPLNPKPPL,KPPLAMASA,VPSWRRLP







G,GPRSGLRPF,WPPTMASPA,FLLPSWCSP,KSSSQVPSW,S







QVPSWRRL,LRPFVSASM,FVSASMQLW,ASMQLWPPT,W







PLCFLLPS,LPSWCSPPS,LELDPRPTT,FLLPSWCSPP,SMQL







WPPTMA,PLAMASATSV,LLPSWCSPPS,GLRPFVSASM,LA







MASATSVR,PSWCSPPSWK,KSSSQVPSWR,SSSQVPSWRR,







PFVSASMALW,HSLEPSSSPL,SVRNVHWPLC,SWKSSSQV







PS,SWRRLPGPRS,RSGLRPFVSA,ASMQLWPPTM,RPTTPP







VWYR,MASATSVRNV,TSVRNVHWPL,NVHWPLCFLL,GPR







SGLRPFV,RPFVSASMQL,SATSVRNVHW,VRNVHWPLCF,R







NVHWPLCFL,WKSSSQVPSW,SQVPSWRRLP,RRLPGPRSG







L,MQLWPPTMAS,WPLCFLLPSW,LPSWCSPPSW,DPRPTT







PPVW



KCNJ3
c.1290G>T
p.L430
KITGRED[pKKLLRMSSTTSEKAYS[p.L4
YSFGDLPMK,AYSFGDLPM,SFGDLPMKL,TTSEKAYSF,KAY
LUAD




F
30F]FGDLPMKLQRISSVPGNSEEKLVSK
SFGDLPM,AYSFGDLPMK,YSFGDLPMKL,STTSEKAYSF,SEK






T
AYSFGDL



KCNK
c.61A>G
p.S21G
MYRPRARAAPEGRVRGCAVP[p.S21G]
GTVLLLLAY,RVRGCAVPG,CAVPGTVLL,VPGTVLLLL,RVRG
ACC


17


GTVLLLLAYLAYLALGTGVFWTLEGR
CAVPGT,PGTVLLLLAY,RGCAVPGTVL,CAVPGTVLLL,VPGT







VLLLLA



KCNK
c.68G>T
p.G23V
MEVSGHPQARRCCPEALGKLFP[p.G23
ALGKLFPVL,KLFPVLCFL,VLCFLCFLV,EALGKLFPV,GKLFPV
LUAD


18


V]VLCFLCFLVTYALVGAVVFSAIEDGQ
LCF,FPVLCFLCF,KLFPVLCFLC,LFPVLCFLCF,FPVLCFLCFL,L







GKLFPVLCF,GKLFPVLCFL,PEALGKLFPV



KCNK
c.17C>G
p.S6W
MLPSA[p.S6W]WRERPGYRAGVAAPD
AWRERPGYR,SAWRERPGY,MLPSAWRER,SAWRERPGYR,
BLCA


2


LLDPKSAAQNS
AWRERPGYRA,PSAWRERPGY



KCNK
c.497G>T
p.R166
HWDLGSSFFFAGTVITTIGFGNISP[p.R1
IGFGNISPL,SPLTEGGKIF
LUAD


2

L
66L]LTEGGKIFCIIYALLGIPLFGFLLAG




KCNM
c.453T>G
p.N151
KLLLYHTEETIKINQKCSYIPKCGK[p.N15
CGKKFEESM,KKFEESMSL,CSYIPKCGKK,SYIPKCGKKF,KKF
STAD


B2

K
1K]KFEESMSLVNVVMENFRKYQHFSC
EESMSLV






YS




KCNS2
c.631G>A
p.D211
SRVFSILSILVVMGSIITMCLNSLP[p.D21
MCLNSLPNF,CLNSLPNFQI,TMCLNSLPNF
UCEC




N
1N]NFQIPDSQGNPGEDPRFEIVEHFGI







A




KCTD2
c.942de|A
p.L314f
KLYRFFKYIENRDVAKTVLKERGLK[p.L3
KTFALELKV,RVAMWISSV,GLKTFALEL,KLREGLAAG,KVTL
CRC


0

s
14fs]TFALELKVTLPVKKKLREGLAAGLK
PVKKK,IMYNAPSSR,SVFEANPSR,VAMWISSVF,ELKVTLPV






SSIIMYNAPSSRCHGKRKKGRVAMWIS
K,KSSIIMYNA,SSRCHGKRK,KRKKGRVAM,KGRVAMWIS,






SVFEANPSRIW*
GLKSSIIMY,LKERGLKTF,FALELKVTL,LELKVTLPV,KKLREGL







AA,LAAGLKSS,AGLKSSIIM,RKKGRVAMW,MWISSVFEA,F







EANPSRIW,KERGLKTFA,ALELKVTLPV,KLREGLAAGL,GLA







AGLKSSI,AMWISSVFEA,IMYNAPSSRC,SVFEANPSRI,GLKT







FALELK,IIMYNAPSSR,TFALELKVTL,RVAMWISSVF,VFEAN







PSRIW,RGLKTFALEL,SSRCHGKRKK,KGRVAMWISS,AGLK







SSIIMY,VTLPVKKKLR,VLKERGLKTF,KERGLKTFAL,LAAGLK







SSII,AAGLKSSIIM,GKRKKGRVAM,RKKGRVAMWI,GRVA







MWISSV,REGLAAGLKS



KCTD2
c.17C>T
p.T6M
MSDPI[p.T6M]MLNVGGKLYTTSLATLT
MSDPIMLNV,MLNVGGKLY,IMLNVGGKL,IMLNVGGKLY
STAD


1


SFPDSMLGA




KDELC
c.1339C>A
p.L447I
LKWAKDHDEEAKKIAKAGQEFARNN[p.
IMGDDIFCY,GQEFARNNI,QEFARNNIM,IMGDDIFCYY,NI
CRC


1


L447I]IMGDDIFCYYFKLFQEYANLQVS
MGDDIFCY,GQEFARNNIM,RNNIMGDDIF






EPQ




KDM1
c.1083C>A
p.F361
HLSNLEYACGSNLHQVSARSWDHNE[p.
RSWDHNELF,ARSWDHNEL,DHNELFAQF,NELFAQFAG,S
UCEC


B

L
F361L]LFAQFAGDHTLLTPGYSVIIEKL
ARSWDHNEL,RSWDHNELFA,ARSWDHNELF,WDHNELFA






AEG
QF



KDM3
c.3946de|C
p.P131
SLRDLLHSGPGKLPQTPLDTGIPFP[p.P1
FPRSSLHPQ,IPFPRSSLH,TGIPFPRSSL
STAD


B

6fs
316fs]RSSLHPQQE*




KDM5
c.1267C>T
p.P423
VSSIEEDVIVEYGADISSKDFGSGF[p.P4
SVKDGRRKI,DFGSGFSVK,KDFGSGFSV,SSKDFGSGFS,KDF
TGCT


A

S
23S]SVKDGRRKILPEEEEYALSGWNLN
GSGFSVK,SVKDGRRKIL






NM




KEAP1
c.1408C>T
p.R470
PERDEWHLVAPMLTRRIGVGVAVLN[p.
VAVLNCLLY,AVLNCLLYA,VLNCLLYAV,CLLYAVGGF,GVAV
LUSC




C
R470C]CLLYAVGGFDGTNRLNSAECYY
LNCLLY,AVLNCLLYAV






PERN




KEAP1
c.1438G>T
p.G480
PMLTRRIGVGVAVLNRLLYAVGGFD[p.
LYAVGGFDW,AVGGFDWTNR,LLYAVGGFDW,FDWTNRL
LUSC




W
G480W]WTNRLNSAECYYPERNEWR
NSA






MITAMNT




KEAP1
c.1807G>T
p.G603
LDSVECYDPDTDTWSEVTRMTSGRS[p.
RMTSGRSWV,SWVGVAVTM,SGRSWVGVA,TRMTSGRS
LUAD




W
G603W]WVGVAVTMEPCRKQIDQQN
W,GRSWVGVAV,RSWVGVAVT,MTSGRSWVGV,SGRSWV






CTC*
GVAV,RSWVGVAVTM,VTRMTSGRSW,RMTSGRSWVG



KEAP1
c.431C>T
p.S144
GMEVVSIEGIHPKVMERLIEFAYTA[p.S
FISMGEKCV,TAFISMGEK,FAYTAFISM,YTAFISMGE,LIEFA
LUAD




F
144F]FISMGEKCVLHVMNGAVMYQID
YTAF,IEFAYTAFI,RLIEFAYTAF,LIEFAYTAFI,FISMGEKCVL,Y






SVVR
TAFISMGEK,IEFAYTAFIS,EFAYTAFISM



KEAP1
c.463G>T
p.V155
PKVMERLIEFAYTASISMGEKCVLH[p.V
VLHFMNGAV,FMNGAVMYQ,HFMNGAVMY,CVLHFMN
LUSC




F
155F]FMNGAVMYQIDSVVRACSDFLV
GA,MGEKCVLHF,GEKCVLHFM,LHFMNGAVM,CVLHFMN






QQLD
GAV,FMNGAVMYQI,SMGEKCVLHF,LHFMNGAVMY,VLH







FMNGAVM



KEAP1
c.779G>T
p.R260
DDLNVRCESEVFHACINWVKYDCEQ[p.
QLRFYVQAL,KYDCEQLRF,LRFYVQALL,QLRFYVQALL,KYD
LUAD




L
R260L]LRFYVQALLRAVRCHSLTPNFLQ
CEQLRFY,WVKYDCEQLR,EQLRFYVQAL,VKYDCEQLRF,CE






MQL
QLRFYVQA



KEL
c.1231G>A
p.V411
RKLSQKLRELTEQPPMPARPRWMKC[p.
CMEETGTFF,KCMEETGTF,MKCMEETGTF,KCMEETGTFF
GBM




M
V411M]MEETGTFFEPTLAALFVREAF







GPSTR




KHDR
c.608C>T
p.S203
LNGSEDSGRGRGIRGRGIRIAPTAP[p.S
RIAPTAPLR,APLRGRGGA,PLRGRGGAI,IRIAPTAPL,GIRIAP
LUAD


BS2

L
203L]LRGRGGAIPPPPPPGRGVLTPRG
TAPL,APLRGRGGAI






STV




KIAA0
c.188A>G
p.K63R
RKVAKEGGPKVTSRNFEKSITKLGK[p.K
KSITKLGKR,ITKLGKRGV,RGVKQFKNK,LGKRGVKQF,ITKLG
TGCT


020


63R]RGVKQFKNKQQGDKSPKNKFQPA
KRGVK,LGKRGVKQFK,KLGKRGVKQF






NKF




KIAA0
c.359_360i
p.T120f
STPKRVPMGPIIVPPGGHSVPSTPP[p.T
HSVPSTPPR,RSNQNREWCL
STAD


182
nsC
s
120fs]RGDHRSNQNREWCLEE*




KIAA0
c.2706de|C
p.I902f
GLETGWNCHISLTPNGDMPGSEIPP[p.I
APATQAPCM,SEIPPPAPA,APATQAPCMM,SEIPPPAPAT,
STAD


195

s
902fs]PAPATQAPCMMT*
MPGSEIPPPA



KIAA0
c.2683de|A
p.K895f
PMNHDQFHLVPNHIWSAEGNISKK[p.
ISKKQNALA,NISKKQNAL,KKQNALAEH
STAD


240

s
K895fs]QNALAEH*




KIAA0
c.542G>A
p.R181
YRAVIIHGFVEELVVNEDPEYQWID[p.R
EYQWIDQIR,WIDQIRTPR,PEYQWIDQI,QWIDQIRTPR,YQ
CRC


528

Q
181Q]QIRTPRASNEARQRLISLMSGEL
WIDQIRTP,DPEYQWIDQI






QRK




KIAA0
c.3244C>T
p.R108
SHSITIDFTHPCHVALIRIWNYNKS[p.R1
WIHSFRGVK,YNKSWIHSF,KSWIHSFRG,NKSWIHSFR,RIW
CRC


556

2W
082W]WIHSFRGVKDITMLLDTQCIFEG
NYNKSW,WNYNKSWI,NYNKSWIHSF,RIWNYNKSWI,KS






EIA
WIHSFRGV,SWIHSFRGVK,YNKSWIHSFR,IRIWNYNKSW



KIAA0
c.988C>A
p.L330I
FPDQERMCSRPGSRRERPLSATRKT[p.L
ATRKTICEA,RKTICEAEY,RPLSATRKTI,TRKTICEAEY
UCEC


556


330I]ICEAEYPEEDASAVLQAIQVENAA







LQ




KIAA0
c.4775de|C
p.A159
PRWESSATLRFTDAPCQDVSDAAVS[p.
DVSDAAVSDL,SDLEDCSQSL
STAD


586

2fs
A1592fs]DLEDCSQSLSLSTMQEDMES







SGADTF*




KIAA0
c.1337A>C
p.Q446
GQSPMGGPFIPAAPVKTALPAGPQP[p.
QPPPQPQPPL
BLCA


907

P
Q446P]PPQPQPPLPSQPQAQKRRFTE







ELPDE




KIAA0
c.1546_154
p.R516f
TGFSSQNEIEGAGSKPASSSGKERE[p.R
TSLSSDWNK,LSSDWNKNR,QAVDASTSL,STSLSSDWNK,
GBM


907
7de|AG
s
516fs]GQAVDASTSLSSDWNKNRVR*
SLSSDWNKNR,KEREGQAVDA,REGQAVDAST,GQAVDAST







SL,DASTSLSSDW



KIAA1
c.14039T>C
p.L468
SMSLHGNHMTLACFHGPNFRSKSWA[p.
RSKSWAPFH,KSWAPFHLE,FRSKSWAPF,SKSWAPFHL,NF
CLL


109

0P
p.L4680P]PFHLEEPNIAFWTEAQKIWE
RSKSWAPF,RSKSWAPFHL,APFHLEEPNI






DGSSDH




KIAA1
c.14810C>A
p.S493
ITYTTVDWRDFMCNTWHLEPTLRLI[p.
RLIYWTGRK,LEPTLRLIY,LIYWTGRKI,EPTLRLIYW,HLEPTL
CRC


109

7Y
S4937Y]YWTGRKIDPVGVDYILQKLGF
RLIY,RLIYWTGRKI,TLRLIYWTGR






HHART




KIAA1
c.4763de|A
p.E158
ANSLLDRGMQLSGSTSNTPYTPLEK[p.E
NSLITQMMK,EKNSLITQM,KNSLITQMM,TPLEKNSLI,KNS
STAD


109

8fs
1588fs]NSLITQMMKH*
LITQMMK,LEKNSLITQM,EKNSLITQMM



KIAA1
c.446C>T
p.A149
YFRKGPFFGLACFANMPVESELERG[p.
GVRMKSVGI,SELERGVRM,VRMKSVGIL,VESELERGV,GVR
UCEC


147

V
A149V]VRMKSVGILSPSYTLLYRYMHFL
MKSVGIL,LERGVRMKSV






ENQ




KIAA1
c.3608C>A
p.P120
SVTVEISDSAPPAPLVKEVTKRFST[p.P1
FSTQDAAPV,KRFSTQDAA,VTKRFSTQDA
LUAD


211

3Q
203Q]QDAAPVSTEPAWLALAKRKAKA







WSDC




KIAA1
c.924de|T
p.R308f
ERAPREEQQRSLEAPGWEDAERRER[p.
RSASAWRRR,SASAWRRRR,KRRRGGGWR,GWRRTPGWR,
CESC


211

s
R308fs]RSASAWRRRRSEGVCRPRPKR
GWRSGGGRR,RSGGGRRRR,SGGGRRRRK,RSSKGRRRR,S






RRGGGWRRTPGWRSGGGRRRRKEDA
SKGRRRRR,KGRRRRRLR,RRRRLRDGK,KSWNSRRRR,RRR






RRSSKGRRRRRLRDGKSWNSRRRRCRG
CRGRPR,RGRPRRWRR,RWRRLGRAG,LGRAGGARR,RAG






RPRRWRRLGRAGGARRRRIWGKRRRR
GARRRR,GARRRRIWG,ARRRRIWGK,RRRRIWGKR,RIWG






ARRTWRTGGGSSVSF*
KRRRR,RRRARRTWR,RARRTWRTG,DGKSWNSRR,RPRR







WRRLG,RERRSASAW,RRLRDGKSW,RRRRARRTW,WRTG







GGSSV,TGGGSSVSF,AERRERRSA,RTGGGSSVSF,RERRSAS







AWR,RSASAWRRRR,AWRRRRSEGV,KRRRGGGWRR,RSG







GGRRRRK,RSSKGRRRRR,SSKGRRRRRL,KGRRRRRLRD,RR







RRRLRDGK,RLRDGKSWNS,KSWNSRRRRC,NSRRRRCRGR,







RRRRCRGRPR,RRRCRGRPRR,RCRGRPRRWR,RGRPRRW







RRL,RPRRWRRLGR,RWRRLGRAGG,LGRAGGARRR,RAGG







ARRRRI,GARRRRIWGK,RIWGKRRRRA,RRRRARRTWR,RA







RRTWRTGG,TWRTGGGSSV,DARRSSKGRR,DGKSWNSRR







R,SWNSRRRRCR,RPRPKRRRGG,RPKRRRGGGW,ERRERR







SASA,RRERRSASAW,RRRLRDGKSW



KIAA1
c.926_927i
p.E309f
RAPREEQQRSLEAPGWEDAERRERE[p.
RKMRGGAQK,KMRGGAQKA,REREGARAP,RQAGGAEAA,
CESC


211
nsG
s
E309fs]GARAPGGGGGAKASAGPGPS
AERREREGA,RAPGGGGGAK,KMRGGAQKAG,REREGARA






GGEAAAGGGRQAGGAEAAGGGGRK
PG,RQAGGAEAAG,RKMRGGAQKA






MRGGAQKAGGGGG*




KIAA1
c.413C>T
p.S138
LRGWYNCLTLAIYGSVDRVISHDRD[p.S
RVISHDRDF
HNSC


429

F
138F]FPPPPPPPPPPQPQPSLKRNPK







HAD




KIAA1
c.4576G>A
p.D152
VLSAPESLQNLFNNRTAYVLADVMD[p.
VMDNQLKSM,MDNQLKSMW,VLADVMDNQL,DVMDNQ
HNSC


429

6N
D1526N]NQLKSMWFTPFQAEEIDTDL
LKSM,VMDNQLKSMW,MDNQLKSMWF






DLVKVD




KIAA1
c.3816G>T
p.L127
DGERLSAVKSSDLINKMDLQRAAII[p.L
RAAIIFGYR,LQRAAIIFG,QRAAIIFGY,AAIIFGYRI,FGYRIQG
LUAD


549

2F
1272F]FGYRIQGVIAQPVDRVKRPSPES
VI,IIFGYRIQGV,RAAIIFGYRI,IFGYRIQGVI,LQRAAIIFGY,M






QSN
DLQRAAIIF



KIAA1
c.189G>C
p.L63F
LQEAEDDVDPGHSSSVKELDTDADK[p.
KFKKKTAEDR,KELDTDADKF
LUSC


751


L63F]FKKKTAEDRTQAFHLRQNLSALD







KMH




KIAA1
c.291G>C
p.K97N
TQAFHLRQNLSALDKMHEEQELFTE[p.
EQELFTENM,EEQELFTEN,FTENMRGELR,NMRGELRACR,
KIRC


751


K97N]NMRGELRACRQRRDLIDKQQEA
EEQELFTENM,TENMRGELRA






VAAE




KIAA1
c.324A>C
p.Q108
CLRDEVVVHLAPLNPLLLRQGDFYL[p.Q
RQGDFYLHV,LLRQGDFYLH,RQGDFYLHVE
LUAD


755

H
108H]HVEPQEEQSVCIMIKCLSLDLCTV







DK




KIAA1
c.1420G>A
p.V474
AALQQKSQEELLKRREQQLAEREID[p.V
MLERELNIL,REIDMLERE,QLAEREIDML,MLERELNILI,QQL
CRC


804

M
474M]MLERELNILIFQLNQEKPKVKKR
AEREIDM,REIDMLEREL,IDMLERELNI






KGK




KIAA1
c.1429C>T
p.R477
QQKSQEELLKRREQQLAEREIDVLE[p.R
EWELNILIF,EIDVLEWEL,DVLEWELNI,LEWELNILI,WELNIL
CRC


804

W
477W]WELNILIFQLNQEKPKVKKRKGK
IFQ,VLEWELNILI,AEREIDVLEW,REIDVLEWEL,LEWELNILI






FKR
F,WELNILIFQL



KIAA1
c.1243de|C
p.P415f
TGIDLSGCTKWWRFAEFQYLQPGPP[p.
RQWWCTCRM,RMSGPSCLL,TLLDGTQKL,QTLLDGTQK,M
STAD


967

s
P415fs]GGFRQWWCTCRMSGPSCLL
SGPSCLLW,LWRSGRPCA,RSGRPCASR,SGRPCASRK,ASRK






WRSGRPCASRKLQRQLPQPRRHKGKR
LQRQL,KGKRSLLNR,RSLLNRHLM,KLQRPPHSR,LQRPPHS






SLLNRHLMPWSKQQTLLDGTQKLQRP
RK,HSRKRTLIS,RTLISQRPL,SCLLWRSGR,MPWSKQQTL,P






PHSRKRTLISQRPLHPP*
PHSRKRTL,LQPGPPGGF,CRMSGPSCL,RQLPQPRRH,RRH







KGKRSL,KRSLLNRHL,LLNRHLMPW,LLNRHLMPWS,HLMP







WSKQQT,LMPWSKQQTL,RSGRPCASRK,KLQRPPHSRK,M







SGPSCLLWR,YLQPGPPGGF,RMSGPSCLLW,SLLNRFILMP







W,SGRPCASRKL,LQRQLPQPRR,RQLPQPRRHK,KGKRSLL







NRH,LNRHLMPWSK,LQRPPHSRKR,HSRKRTLISQ,RTLISQ







RPLH,GFRQWWCTCR,KLQRQLPQPR,MPWSKQQTLL,RPP







FISRKRTL,FQYLQPGPPG,FRQWWCTCRM,RQWWCTCRM







S,CRMSGPSCLL,RRHKGKRSLL,GKRSLLNRHL,KRSLLNRHL







M,KRTLISQRPL



KIAA2
c.1034G>T
p.C345
NVRDKTTLLMQEDAQFNFFPSVFTT[p.
SVFTTFPKR,TTFPKRESK,PSVFTTFPK,FFPSVFTTF,FTTFPK
LUSC


022

F
C345F]FPKRESKSGALKQSSDFSQFKVP
RESK,NFFPSVFTTF,FPSVFTTFPK






DVS




KIAA2
c.1720C>T
p.R574
PAKMILDNHDISVEMGVKSNYEIRI[p.R
RICRPCEIK,ICRPCEIKK,SNYEIRICR,YEIRICRPC,RICRPCEIK
UCEC


026

C
574C]CRPCEIKKTDCCKENLEKPRSPGE
K,KSNYEIRICR,EIRICRPCEI






VT




KIAA2
c.2069de|A
p.K690f
LEQSLQSHKKLKLTKMRAKKKKKKK[p.K
RAKKKKKKKR
STAD


026

s
690fs]RN*




KIDIN
c.2552A>G
p.N851
SNINGHDYMRNIVHLPVFLNSRGLS[p.
FLNSRGLSS,GLSSARKFL,SARKFLVTS,NSRGLSSAR,LSSARK
TGCT


S220

S
N851S]SARKFLVTSATNGDVPCSDTTGI
FLV,RGLSSARKF,FLNSRGLSSA,GLSSARKFLV,NSRGLSSAR






QED
K,RGLSSARKFL,SARKFLVTSA,SRGLSSARKF



KIF13
c.3345de|A
p.K111
LNCVRERWSDALIKRREYLDEQIKK[p.K
TMWSGKPSL,KQRTMWSGK,MWSGKPSLW,KQRKQRTM
STAD


A

5fs
1115fs]SAIKQRKQRTMWSGKPSLWSS
W,RTMWSGKPS,SAIKQRKQR,IKQRKQRTM,YLDEQIKKSA,






G*
TMWSGKPSLW,KSAIKQRKQR,AIKQRKQRTM,KQRKQRT







MWS,RKQRTMWSGK,KQRTMWSGKP,RTMWSGKPSL,QI







KKSAIKQR,IKQRKQRTMW



KIF14
c.1793G>A
p.R598
VFTLVMTQTKTEFVEGEEHDHRITS[p.R
RITSQINLI,SQINLIDLA,HRITSQINL,HRITSQINLI,SQINLIDL
CRC




Q
598Q]QINLIDLAGSERCSTAHTNGDRL
AG






KEG




KIF15
c.754G>C
p.E252
TSMNRESSRSHAVFTITIESMEKSN[p.E
SMEKSNQIV,KSNQIVNIR,ESMEKSNQI,QIVNIRTSLL,ESM
LUAD




Q
252Q]QIVNIRTSLLNLVDLAGSERQKDT
EKSNQIV,IESMEKSNQI,MEKSNQIVNI,NQIVNIRTSL






HA




KIF16
c.434G>A
p.R145
GLIPRICEGLFSRINETTRWDEASF[p.R1
SFQTEVSYL,ASFQTEVSY,DEASFQTEV,QTEVSYLEIY,FQTE
CRC


B

Q
45Q]QTEVSYLEIYNERVRDLLRRKSSKT
VSYLEI,EASFQTEVSY,ASFQTEVSYL,DEASFQTEVS






F




KIF18
c.49C>T
p.R17C
MSVTEEDLCHHMKVVV[p.R17C]CVRP
HMKVVVCVR,VVCVRPENTK,CVRPENTKEK,HHMKVVVCV
CRC


A


ENTKEKAAGFHKVVHVVDKHIL
R



KIF1B
c.3958C>T
p.R132
TVTIIHEKGSELHWKDVRELVVGRI[p.R
LVVGRIWNK,RELVVGRIW
BRCA




0W
1320W]WNKPEVDEAAVDAILSLNIISA







KYLK




KIF20
c.160G>A
p.E54K
NFDGIKLDLSHEFSLVAPNTEANSF[p.E
KSKDYLQVC,FKSKDYLQV,NTEANSFKSK,SFKSKDYLQV,KS
UCEC


B


54K]KSKDYLQVCLRIRPFTQSEKELESE
KDYLQVCL,EANSFKSKDY






G




KIF20
c.2971G>A
p.E991
NEIETATRSITNNVSQIKLMHTKID[p.E9
LMHTKIDKL,KLMHTKIDK,KLRTLDSVS,TKIDKLRTL,KLMHT
CRC


B

K
91K]KLRTLDSVSQISNIDLLNLRDLSNGS
KIDKL,HTKIDKLRTL,LMHTKIDKLR



KIF23
c.1048G>A
p.E350
KEQITISQLSLVDLAGSERTNRTRA[p.E3
RTNRTRAKG,RTRAKGNRL,RTRAKGNRLR,RAKGNRLREA
BLCA




K
50K]KGNRLREAGNINQSLMTLRTCMD







VLR




KIF23
c.449G>A
p.R150
SPGEGGLLPRCLDMIFNSIGSFQAK[p.R
FQAKQYVFK,SFQAKQYVF,IGSFQAKQY,SFQAKQYVFK,KQ
UCEC




Q
150Q]QYVFKSNDRNSMDIQCEVDALL
YVFKSNDR,SIGSFQAKQY,GSFQAKQYVF






ERQK




KIF25
c.7T>A
p.W3R
MT[p.W3R]RTSGQLQREKQARPGSGA
MTRTSGQLQ,RTSGQLQREK,MTRTSGQLQR
PRAD





VLAFPDDK




KIF26
c.3194de|C
p.S106
SLQSSRESLNSCGFVEGKPRPMGSP[p.S
RLPPHCLPR,TSHPALLPR,RSTSHPALL,RGSCRLPPH,RARIP
STAD


B

5fs
1065fs]GWASPACPRPRSTSHPALLPR
AWRL,STPRRGSCR,KPRPMGSPG,RPMGSPGWA,CPRPRS






DAKSTPRRGSCRLPPHCLPRARIPAWRL
TSH,RPRSTSHPA,HPALLPRDA,TPRRGSCRL,LPRARIPAW,I






GSPCCSPRCVRPRLE*
PAWRLGSP,SPRCVRPRL,LPPHCLPRA,RLPPHCLPRA,STSH







PALLPR,RPRSTSHPAL,KSTPRRGSCR,RARIPAWRLG,WAS







PACPRPR,LPRARIPAWR,RLGSPCCSPR,KPRPMGSPGW,R







PMGSPGWAS,SPACPRPRST,IPAWRLGSPC,MGSPGWAS







PA



KIF26
c.3337G>A
p.V111
RCKVYTQKGVLPSPAPLPPSSKDSG[p.V
GMASRESLL,SGMASRESL,SSKDSGMASR,LPPSSKDSGM,S
BRCA


B

3M
1113M]MASRESLLQPEVRTPPVGMSP
GMASRESLL






QVLKK




KIF26
c.3341C>T
p.A111
CKVYTQKGVLPSPAPLPPSSKDSGV[p.A
SSKDSGVVSR
CRC


B

4V
1114V]VSRESLLQPEVRTPPVGMSPQV







LKKS




KIF26
c.6097G>A
p.A203
SKEAMCFNAKLKILEHRQQRIAEVR[p.A
RTKYEWLMK,RIAEVRTKY,EVRTKYEWL,AEVRTKYEW,QQ
LIHC


B

3T
2033T]TKYEWLMKELEATKQYLMLDP
RIAEVRTK,RTKYEWLMKE,RQQRIAEVRT,QRIAEVRTKY,AE






NKWLS
VRTKYEWL,TKYEWLMKEL,IAEVRTKYEW



KIF27
c.2775G>T
p.K925
LDACNLKRRKGSFGSIDHLQKLDEQ[p.K
KLDEQNKWL,EQNKWLDEEV,LQKLDEQNKW
UCEC




N
925N]NKWLDEEVEKVLNQRQELEELE







ADLK




KIF9
c.1438G>A
p.G480
ISAIQKAGLVDVDGHLVGEPEGQNF[p.
NFRLGVAPF,GQNFRLGVA,RLGVAPFSTK,QNFRLGVAPF,
LUAD




R
G480R]RLGVAPFSTKPGKKAKSKKTFKE
GEPEGQNFRL






PLS




KIF9
c.1781G>A
p.R594
IRPDTPPSKPVAFEEFKNEQGSEIN[p.R5
GSEINQIFK,QGSEINQIFK,EQGSEINQIF,NQIFKENKSI,NEQ
UCEC




Q
94Q]QIFKENKSILNERRKRASETTQHIN
GSEINQI






A




KIRRE
c.1003de|C
p.P335f
VDPKPTTTDIGSDVTLTCVWVGNPP[p.
VWVGNPPSL,SPGPKRTQI,CVWVGNPPSL,SPGPKRTQIW
STAD


L

s
P335fs]SLSPGPKRTQIWS*




KIRRE
c.1810G>T
p.G604
VDLKQDLRCDTIDTREEYEMKDPTN[p.
EMKDPTNCY,PTNCYYNVR,MKDPTNCYY,YEMKDPTNC,D
LUAD


L

C
G604C]CYYNVRAHEDRPSSRAVLYADY
PTNCYYNV,EMKDPTNCYY,YEMKDPTNCY






RAPG




KIRRE
c.1947de|C
p.V649
PPSPLGPPGTPTFYDFNPHLGMVPP[p.
HMLPSPHLA,RLTCDIFPM,HLATRVSRL,ATRVSRLTC,LPSP
STAD


12

fs
V649fs]ADFTEPGQAISPHPTLELSPATS
HLATR,ESWDLQLAI,HPTLELSPA,NPHPLGPQI,SPHLATRV






NPHPLGPQIWPPGLPPSHMLPSPHLAT
S,FPMEESWDL,LAIMDCSDF,LGMVPPADF,GQAISPHPT,Q






RVSRLTCDIFPMEESWDLQLAIMDCSD
AISPHPTL,SHMLPSPHL,VSRLTCDIF,MEESWDLQL,EPGQ






F*
AISPH,EESWDLQLA,DIFPMEESW,AISPHPTLEL,HLATRVS







RLT,IFPMEESWDL,MLPSPHLATR,ESWDLQLAIM,NPHLG







MVPPA,SPATSNPHPL,WPPGLPPSHM,LPSPHLATR,QLAI







MDCSDF,HLGMVPPADF,ADFTEPGQAI,GQAISPHPTL,HM







LPSPFILAT,RVSRLTCDIF,SRLTCDIFPM,EESWDLQLAI,HPT







LELSPAT,NPHPLGPQIW,FPMEESWDLQ,MEESWDLQLA



KIT
c.1669T>G
p.W55
VAGMMCIIVMILTYKYLQKPMYEVQ[p.
PMYEVQGKV,VQGKVVEEI,EVQGKVVEEI,KPMYEVQGKV
TGCT




7G
W557G]GKVVEEINGNNYVYIDPTQLPY







DHKW




KIT
c.2446G>C
p.D816
RDLAARNILLTHGRITKICDFGLAR[p.D8
HIKNDSNYV,RHIKNDSNY,CDFGLARHI,HIKNDSNYVV,AR
TGCT




H
16H]HIKNDSNYVVKGNARLPVKWMA
HIKNDSNY,RHIKNDSNYV






PESI




KIT
c.2446G>T
p.D816
RDLAARNILLTHGRITKICDFGLAR[p.D8
ICDFGLARY,YIKNDSNYV,RYIKNDSNY,DFGLARYIK,CDFGL
TGCT




Y
16Y]YIKNDSNYVVKGNARLPVKWMAP
ARYI,YIKNDSNYVV,KICDFGLARY,RYIKNDSNYV,ARYIKND






ESI
SNY



KIT
c.2447A>T
p.D816
RDLAARNILLTHGRITKICDFGLAR[p.D8
VIKNDSNYV,RVIKNDSNY,CDFGLARVI,RVIKNDSNYV,VIK
LAML,TGCT




V
16V]VIKNDSNYVVKGNARLPVKWMA
NDSNYVV,ARVIKNDSNY






PESI




KIT
c.2464A>T
p.N822
NILLTHGRITKICDFGLARDIKNDS[p.N8
KNDSYYVVK,SYYVVKGNA,RDIKNDSYY,YYVVKGNAR,DIK
TGCT




Y
22Y]YYVVKGNARLPVKWMAPESIFNC
NDSYYV,IKNDSYYVV,YYVVKGNARL,LARDIKNDSY,SYYVV






VYT
KGNAR,DIKNDSYYVV,DSYYVVKGNA



KIT
c.2466T>G
p.N822
NILLTHGRITKICDFGLARDIKNDS[p.N8
KNDSKYVVK,RDIKNDSKY,IKNDSKYVV,KYVVKGNARL,LAR
TGCT




K
22K]KYVVKGNARLPVKWMAPESIFNC
DIKNDSK






VYT




KLC2
c.1703de|C
p.T568f
SFGKLRDALRRSSEMLVKKLQGGTP[p.T
TPRSPLTPG,LQGGTPRSPL
STAD




s
568fs]RSPLTPG*




KLF3
c.312de|A
p.I104f
SLKFPSSHRRASPGLSMPSSSPPIK[p.I1
LLQACSPSA,QACSPSACR,PPIKNTHPL,SPSACRCPC,LQAC
STAD




s
04fs]NTHPLLQACSPSACRCPCHQ*
SPSAC,SPPIKNTHPL



KLF3
c.671_672i
p.S224f
GIEPQRTDYYPEEMSPPLMNSVSPP[p.
LMNSVSPPA,SVSPPASIV,TFTCGIPGY,NSVSPPASI,FTCGIP
STAD



nsC
s
S224fs]ASIVARESPFGHRAAWEETFTC
GYS,SPFGHRAAW,SIVARESPF,RESPFGHRA,HRAAWEETF,






GIPGYSKEAEDTQM*
SKEAEDTQM,WEETFTCGI,PLMNSVSPPA,FTCGIPGYSK,V







ARESPFGHR,ETFTCGIPGY,NSVSPPASIV,ASIVARESPF,LM







NSVSPPAS,MNSVSPPASI,RESPFGHRAA,GHRAAWEETF,Y







SKEAEDTQM



KLF4
c.1300A>C
p.K434
GRRSWPRKRTATHTCDYAGCGKTYT[p.
KTYTQSSHL,TQSSHLKAH,KTYTQSSHLK,QSSHLKAHLR,GK
BRCA




Q
K434Q]QSSHLKAHLRTHTGEKPYHCD
TYTQSSHL,TQSSHLKAHL






WDGCG




KLF5
c.1255G>C
p.E419
LRTHTGEKPYKCTWEGCDWRFARSD[p.
RSDQLTRHY,FARSDQLTR,DQLTRHYRK,WRFARSDQL,RS
LUAD,LUSC




Q
E419Q]QLTRHYRKHTGAKPFQCGVCN
DQLTRHYR,ARSDQLTRHY






RSFSR




KLF5
c.353C>T
p.S118
EKYLTPQLPPVPIIPEHKKYRRDSA[p.S1
KYRRDSALV,SALVVDQFF,KKYRRDSAL,YRRDSALVV,KYRR
BLCA




L
18L]LVVDQFFTDTEGLPYSINMNVFLP
DSALVV,HKKYRRDSAL,KKYRRDSALV,RDSALVVDQF






DI




KLHD
c.962G>C
p.W32
DAWTYCISKNEWIQFNHPYTEKPRL[p.
KPRLSHTAC,KPRLSHTACA,TEKPRLSHTA
TGCT


C2

1S
W321S]SHTACASDEGEVIVFGGCANN







LLVHH




KLHD
c.1903G>A
p.E635
DRWDFAPPLPSDTFALAHTATVRAK[p.
HTATVRAKK,TVRAKKIFV,RAKKIFVTG,KIFVTGGSL,KIFVT
SKCM


C7A

K
E635K]KIFVTGGSLRFLLFRFSAQEQRW
GGSLR,TVRAKKIFVT,RAKKIFVTGG,HTATVRAKKI,KKIFVT






WAG
GGSL



KLHL1
c.637G>A
p.E213
FLISGVTLDNCVEVGRIANTYNLTE[p.E2
NLTEMDKYV,EMDKYVNSF,ANTYNLTEM,TEMDKYVNS,
UCEC


3

K
13K]MDKYVNSFVLKNFPALLSTGEFLKL
MDKYVNSFV,NTYNLTEMDK,TEMDKYVNSF,IANTYNLTE






P
M,MDKYVNSFVL



KLHL1
c.693de|C
p.P231f
KYLVEDVLLLNFEEMRALLDSLPPP[p.P
WSRSWRSSR,SWRSSRCPC,TARPACSMR,DSLPPPWSR,TT
STAD


4

s
231fs]WSRSWRSSRCPCCGWSTTARP
ARPACSM,RPACSMRLT,LLDSLPPPW,LPPPWSRSW,TTAR






ACSMRLTS*
PACSMR,RSWRSSRCPC,SWRSSRCPCC,SSRCPCCGWS,ST







TARPACSM,TARPACSMRL,RPACSMRLTS,ALLDSLPPPW,S







LPPPWSRSW,RSSRCPCCGW



KLHL1
c.554A>G
p.D185
DNFVPLMSRPDFLSYLSFEKLMSYL[p.D
MSYLGNDHL,LMSYLGNDH,LGNDHLSRF,FEKLMSYLG,LM
BLCA


5

G
185G]GNDHLSRFPEIELYEAVQSWLRH
SYLGNDHL,YLGNDHLSRF,SYLGNDHLSR






DRR




KLHL2
c.97G>A
p.E33K
YMLANLTHLHSEQLLQGLNLLRQHH[p.
KLCDIILRV,LNLLRQHHK,NLLRQHHKL,RQHHKLCDI,GLNLL
UCEC


8


E33K]KLCDIILRVGDVKIHAHKVVLASV
RQHHK,RQHHKLCDII






SP




KLHL5
c.976C>T
p.R326
QLSQVVEACCKFLMKQLHPSNCLGI[p.
SNCLGICSF
CRC




C
R326C]CSFADAQGCTDLHKVAHNYTM







EHFME




KLK2
c.169C>A
p.P57T
EKHSQPWQVAVYSHGWAHCGGVLVH
VLVHTQWVL,GVLVHTQWV,HTQWVLTAA,TQWVLTAAH,
CRC





[p.P57T]TQWVLTAAHCLKKNSQVWL
VHTQWVLTAA






GRHNLFE




KLK2
c.481G>A
p.E161
VKVLGLPTQEPALGTTCYASGWGSI[p.E
YASGWGSIK,SIKPEEFLR,GSIKPEEFLR,GWGSIKPEEF
CESC




K
161K]KPEEFLRPRSLQCVSLHLLSNDMC







AR




KLK6
c.359G>A
p.R120
QSSVVRAVIHPDYDAASHDQDIMLL[p.
MLLHLARPA,LLHLARPAK,DIMLLHLAR,IMLLHLARPA,LLH
GBM




H
R120H]HLARPAKLSELIQPLPLERDCSA
LARPAKL,MLLHLARPAK,HDQDIMLLHL






NTT




KPNA
c.86G>A
p.R29Q
NEKLDNQRLKNFKNKGRDLETMRRQ[p.
QQNEVVVEL,TMRRQQNEV,RRQQNEVVV,RQQNEVVVE,
CRC


4


R29Q]QNEVVVELRKNKRDEHLLKRRN
TMRRQQNEVV,ETMRRQQNEV,MRRQQNEVVV,RQQNE






VPHE
VVVEL



KPRP
c.1659_166
p.E553f
YCGPSSYNQGQESGAGCGPGDVFPE[p.
GSKECLFLK,WPWRPRQCL,RPRQCLCWS,SERGSKECL,FPE
HNSC



0insC
s
E553fs]PEGSGWPWRPRQCLCWSER
PEGSGW,EPEGSGWPW,CLCWSERGSK,RGSKECLFLK,EGS






GSKECLFLKER*
GWPWRPR,SERGSKECLF



KRAS
c.176C>G
p.A59G
PTIEDSYRKQVVIDGETCLLDILDT[p.A5
LDTGGQEEY,GGQEEYSAM,ILDTGGQEEY
MM





9G]GGQEEYSAMRDQYMRTGEGFLCV







FAI




KRAS
c.180_181T
p.Q61K
IEDSYRKQVVIDGETCLLDILDTAG[p.Q6
LDTAGKEEY,AGKEEYSAM,LDTAGKEEY,DTAGKEEYSA
CRC,THCA



C>AA

IK]KEEYSAMRDQYMRTGEGFLCVFAI







NNT




KRAS
c.182A>G
p.Q61R
IEDSYRKQVVIDGETCLLDILDTAG[p.Q6
LDTAGREEY,AGREEYSAM,ILDTAGREEY,AGREEYSAMR,D
MM,TGCT





1R]REEYSAMRDQYMRTGEGFLCVFAI
TAGREEYSA






NN




KRAS
c.182A>T
p.Q61L
IEDSYRKQVVIDGETCLLDILDTAG[p.Q6
LDTAGLEEY,AGLEEYSAM,ILDTAGLEEY,LLDILDTAGL,DTA
CRC,LUAD,





1L]LEEYSAMRDQYMRTGEGFLCVFAIN
GLEEYSA
TGCT





N




KRAS
c.183A>C
p.Q61H
IEDSYRKQVVIDGETCLLDILDTAG[p.Q6
LDTAGHEEY,AGHEEYSAM,ILDTAGHEEY,DTAGHEEYSA
LUAD,PAAD,





1H]HEEYSAMRDQYMRTGEGFLCVFAI

STAD





NN




KRAS
c.183A>T
p.Q61H
IEDSYRKQVVIDGETCLLDILDTAG[p.Q6
LDTAGHEEY,AGHEEYSAM,ILDTAGHEEY,DTAGHEEYSA
MM,TGCT





1H]HEEYSAMRDQYMRTGEGFLCVFAI







NN




KRAS
c.34G>A
p.G12S
MTEYKLVVVGA[p.G12S]SGVGKSALTI
LVVVGASGV,KLVVVGASGV,YKLVVVGASG
CRC,STAD





QLIQNHFVDEYDPTIE




KRAS
c.34G>C
p.G12R
MTEYKLVVVGA[p.G12R]RGVGKSALTI
ARGVGKSAL,KLVVVGARGV,VVVGARGVGK,EYKLVVVGA
MM,PAAD,





QLIQNHFVDEYDPTIE
R,GARGVGKSAL,RGVGKSALTI
TGCT


KRAS
c.34G>T
p.G12C
MTEYKLVVVGA[p.G12C]CGVGKSALTI
LVVVGACGV,VVGACGVGK,KLVVVGACGV,VVVGACGVG
CRC,LUAD





QLIQNHFVDEYDPTIE
K



KRAS
c.35G>A
p.G12D
MTEYKLVVVGA[p.G12D]DGVGKSALT
LVVVGADGV,VVGADGVGK,KLVVVGADGV,VVVGADGVG
CESC,CRC,





IQLIQNHFVDEYDPTIE
K
GBM,KIRP,







LAML,LUAD,







MM,PAAD,







STAD,







UCEC,UCS


KRAS
c.35G>C
p.G12A
MTEYKLVVVGA[p.G12A]AGVGKSALTI
LVVVGAAGV,VVGAAGVGK,YKLVVVGAA,KLVVVGAAGV,
CRC,LUAD,MM,





QLIQNHFVDEYDPTIE
VVVGAAGVGK,YKLVVVGAAG,GAAGVGKSAL
TGCT,UCEC


KRAS
c.35G>T
p.G12V
MTEYKLVVVGA[p.G12V]VGVGKSALTI
LVVVGAVGV,VVGAVGVGK,YKLVVVGAV,KLVVVGAVGV,
BRCA,CESC,





QLIQNHFVDEYDPTIE
VVVGAVGVGK,GAVGVGKSAL
CRC,LUAD,







OV,PAAD,TGCT,







UCEC,UCS


KRAS
c.37G>T
p.G13C
MTEYKLVVVGAG[p.G13C]CVGKSALTI
VVGAGCVGK,KLVVVGAGCV,VVVGAGCVGK
LUAD





QLIQNHFVDEYDPTIED




KRAS
c.38G>A
p.G13D
MTEYKLVVVGAG[p.G13D]DVGKSALT
VVGAGDVGK,KLVVVGAGDV,VVVGAGDVGK
CESC,CLL,





IQLIQNHFVDEYDPTIED

CRC,DLBCL,







LUAD,MM,







STAD,UCEC


KRAS
c.436G>A
p.A146
PSRTVDTKQAQDLARSYGIPFIETS[p.A1
ETSTKTRQR,GIPFIETSTK,ETSTKTRQRV
CRC,MM,TGCT




T
46T]TKTRQRVEDAFYTLVREIRQYRLKK







1




KRBA
c.2515A>G
p.R839
DRLATALAGLAQEVATMRTQVNRLG[p.
RTQVNRLGG,TQVNRLGGR,RTQVNRLGGR
TGCT


1

G
R839G]GRPQGPGPMGQASWMWTL







PRGPRWAH




KRT2
c.896T>G
p.L299
KRTAAENDFVTLKKDVDNAYMIKVE[p.
YMIKVEWQS,MIKVEWQSK,IKVEWQSKV,VEWQSKVDL,N
KIRC




W
L299W]WQSKVDLLNQEIEFLKVLYDAE
AYMIKVEW,MIKVEWQSKV,YMIKVEWQSK,VEWQSKVDL






ISQI
L



KRT4
c.462_463i
p.F154f
RGNKSISMSVAGSRQGACFGGAGGF[p.
WLWWWIWGL,GGFRHWWLW,GFRHWWLWW,FRHW
KIRC



nsC
s
F154fs]RHWWLWWWIWGLLQW*
WLWWW,RHWWLWWWI,HWWLWWWIW,LWWWIW







GLL,WWIWGLLQW,CFGGAGGFR,GGAGGFRHW,WLWW







WIWGLL,AGGFRHWWLW,GFRHWWLWWW,RHWWLW







WWIW,WWLWWWIWGL,WWWIWGLLQW,FGGAGGFR







HW



KRT6B
c.590T>C
p.L197
NKFASFIDKVRFLEQQNKVLDTKWT[p.
VLDTKWTPL,KVLDTKWTPL
CRC




P
L197P]PLQEQGTKTVRQNLEPLFEQYIN







NLR




KRT8
c.175T>G
p.S59A
TQKSYKVSTSGPRAFSSRSYTSGPG[p.S
RSYTSGPGA,GARISSSSF,SYTSGPGAR,YTSGPGARI,RSYTS
ACC,KIRP,





59A]ARISSSSFSRVGSSNFRGGLGGGY
GPGAR,SYTSGPGARI,GARISSSSFS
LIHC





GG




KRTAP
c.346A>G
p.I116V
CGTGCGIGGGIGYGQEGSSGAVSTR[p.I
VSTRVRWCR,STRVRWCRP,RVRWCRPDC,GAVSTRVRW,
TGCT


1-1


116V]VRWCRPDCRVEGTCLPPCCVVS
AVSTRVRWCR,STRVRWCRPD,RVRWCRPDCR,SGAVSTR






CTPP
VRW



KRTAP
c.372G>T
p.M12
ACQSESSSAGLACVSQPCQSESTQQ[p.
CQSESTQQI,ESTQQIGFV,SESTQQIGF,QSESTQQIGF,QQI
LUAD


27-1

4I
M124I]IGFVAQSCQPASLKGNSCPPKT
GFVAQSC,SESTQQIGFV






SKSK




KRTAP
c.144C>G
p.S48R
TCCRPSCCETTCCRTTYCRPSCCVS[p.S4
VSRCCRPQC
GBM,PRAD


4-11


8R]RCCRPQCCQSVCCQPTCCRPRCCIS







S




KRTAP
c.220A>T
p.S74C
VCYQPTCCHPSCCISSCCRPYCCES[p.S7
CESCCCRPC
KIRP


4-5


4C]CCCRPCCCQTTCCRTTCCRTTCCCP







S




KRTAP
c.272G>T
p.C91F
CRPYCCESSCCRPCCCQTTCCRTTC[p.C
TCCRTTCFR,TTCCRTTCFR
LUAD


4-5


91F]FRTTCCCPSCCVSSCCRPQCCQSV







CC




KRTAP
c.188C>G
p.T63S
TCYRPSYSVSCCCRPQCCQSVCCQP[p.T
SVCCQPSCCR
TGCT


4-8


63S]SCCRPSCCVSSCCKPQCCQSVCCQ







PT




KRTAP
c.53A>T
p.D18V
MVSSCCGSVCSDQGCGQ[p.D18V]VLC
CSDQGCGQV,SDQGCGQVL,QVLCQETCCR
PRAD


4-9


QETCCRPSCCETTCCRTTCCRPS




KRTAP
c.578C>A
p.S193
GSCGGSKGGCGSCGGCKGGCGSCGG[p.
GGCGSCGGY,KGGCGSCGGY
LUAD


5-1

Y
S193Y]YKGGCGSGCGGCGSGCGVPV







CCCSCS




KSR2
c.1664C>T
p.T555
FNLPASHYYKYKQQFIFPDVVPVPE[p.T
MPTRAPQVI,FPDVVPVPEM,MPTRAPQVIL,PEMPTRAPQ
HNSC




M
555M]MPTRAPQVILHPVTSNPILEGNP
V






LLQ




L1CA
c.1894C>A
p.R632
LVVGSPGPVPRLVLSDLHLLTQSQV[p.R
LLTQSQVSV,QVSVSWSPA,TQSQVSVSW,SQVSVSWSP,HL
LUAD


M

S
632S]SVSWSPAEDHNAPIEKYDIEFEDK
LTQSQVSV,SQVSVSWSPA,LTQSQVSVSW






EM




L1CA
c.557C>T
p.T186
PPSAEPLRIYWMNSKILHIKQDERV[p.T
MMGQNGNLY,VMMGQNGNL,HIKQDERVM,IKQDERVM
CRC


M

M
186M]MMGQNGNLYFANVLTSDNHS
M,VMMGQNGNLY,MMGQNGNLYF,RVMMGQNGNL,LH






DYICHA
IKQDERVM



L2HG
c.1321_132
p.P441
VEDFVFDAGVGDIGNRILHVRNAPS[p.P
HVRNAPSAA,SAATSSIAI,APSAATSSI,LHVRNAPSA,IL
TGCT


DH
3de|CCT
de|
441de|]AATSSIAISGMIADEVQQRFEL
HVRNAPSA,HVRNAPSAAT,NAPSAATSSI,APSAATSSIA,LHVRN






*
APSAA



L3MB
c.485G>T
p.W16
HPVGWCEKTKHELHIPKGYRKDKFV[p.
VLMDYLKAC,LMDYLKACK,KFVLMDYLK,KDKFVLMDY,YR
LUAD


TL4

2L
W162L]LMDYLKACKLQNAPKKLFRNR
KDKFVLM,LMDYLKACKL,VLMDYLKACK,KGYRKDKFVL,RK






SPNGP
DKFVLMDY



LACTB
c.13A>C
p.M5L
MYRL[p.M5L]LSAVTARAAAPGGLASS
LLSAVTARA,RLLSAVTAR,YRLLSAVTA,RLLSAVTARA,LLSA
ACC





CGRRGVHQR
VTARAA,MYRLLSAVTA,LSAVTARAAA



LALBA
c.121G>A
p.A41T
AILAKQFTKCELSQLLKDIDGYGGI[p.A4
TLPELICTM,IDGYGGITL,GYGGITLPEL,TLPELICTMF,ITLPE
CRC





1T]TLPELICTMFHTSGYDTQAIVENNES
LICTM



LAMA
c.3088G>T
p.D103
NTCDPETGECVCPPHTQGVKCEECE[p.
GVKCEECEY,CEYGHWGYDA,EECEYGHWGY
LUAD


1

0Y
D1030Y]YGHWGYDAEVGCQACNCSL







VGSTHHR




LAMA
c.1673C>T
p.A558
SLSTSADSLTTPRLTLSELDDIIKN[p.A55
ELDDIIKNV,NVSGIYAEI,IIKNVSGIY,DIIKNVSGI,IKNVSGIY
CRC


4

V
8V]VSGIYAEIDGAKSELQVKLSNLSNLS
A,IIKNVSGIYA,DIIKNVSGIY,KNVSGIYAEI,SELDDIIKNV



LAMA
c.1915G>A
p.E639
NGLVQKALDASNVYENIVNYVSEAN[p.
VNYVSEANK,YVSEANKTA,EANKTAEFA,SEANKTAEF,IVNY
BLCA


4

K
E639K]KTAEFALNTTDRIYDAVSGIDTQ
VSEANK,EANKTAEFAL,VSEANKTAEF,SEANKTAEFA






IIY




LAMA
c.3879G>A
p.M12
PNGLLFYYASGSDVFSISLDNGTVI[p.M
SLDNGTVII,VIIDVKGIK,TVIIDVKGI,VIIDVKGIKV,TVIIDVK
LUSC


4

93I
1293I]IDVKGIKVQSVDKQYNDGLSHFV
GIK,ISLDNGTVII






ISS




LAMA
c.6668T>G
p.L222
SSMAWARLHRLNASIADLQSQLRSP[p.
QLRSPRGPR,LQSQLRSPR,SPRGPRHET,SQLRSPRGPR,QL
KIRP


5

3R
L2223R]RGPRHETAQQLEVLEQQSTSL
RSPRGPRH,DLQSQLRSPR,SPRGPRHETA






GQDAR




LAMB
c.1762G>T
p.G588
GLAPLGSETFGQSPAVHVVLGEPVP[p.
GEPVPWNPV,VVLGEPVPW,HVVLGEPVPW,EPVPWNPVT
LUAD


4

W
G588W]WNPVTWTGPGFARVLPGAGL
W






RFAVNN




LAMB
c.3715G>T
p.G123
EADFKDLRGNVSEIERILKHPVFPS[p.G1
VFPSWKFLK,KHPVFPSWK,FPSWKFLKV,HPVFPSWKF,LKH
LUAD


4

9W
239W]WKFLKVKDYHDSVRRQIMQLN
PVFPSW,WKFLKVKDY,PVFPSWKFLK,KHPVFPSWKF,VFPS






EQLKA
WKFLKV,SWKFLKVKDY,HPVFPSWKFL,ILKHPVFPSW



LAMC
c.521_522C
p.P174
KRSRADGPWEPYQFYSASCQKTYGR[p.P
TYGRQEGQY,YGRQEGQYL,KTYGRQEGQY,TYGRQEGQYL,
TGCT


3
C>AG
Q
174Q]QEGQYLRPGEDERVAFCTSEFS
RQEGQYLRPG






DISPL




LARP1
c.668_669i
p.A223
PRHIPANRGEIKGSESATYVPVAPP[p.A
APPHPSLAT,SLATRDQTGA,ATYVPVAPPH,ATRDQTGACL,
STAD



nsC
fs
223fs]HPSLATRDQTGACLARPG*
VPVAPPHPSL



LARP4
c.487de|A
p.T163f
PENSETGGNESQPDSQEDPREVLKK[p.
CILYHRWIV,VLKKHWNSA,YLGRTLLVT,ILYHRWIVT,VTSM
STAD


B

s
T163fs]HWNSAYLGRTLLVTCILYHRWI
CQSQR,AYLGRTLLV,RTLLVTCIL,LYHRWIVTS,SAYLGRTLL,






VTSMCQSQRWLTSTTSRSSALMWT*
RWLTSTTSR,STTSRSSAL,TTSRSSALM,LKKHWNSAY,TLLV







TCILY,HWNSAYLGR,LVTCILYHR,YHRWIVTSM,KKHWNSA







YL,NSAYLGRTL,SMCQSQRWL,CQSQRWLTS,SQRWLTSTT,







TSRSSQLMW,TSMCQSQRW,SAYLGRTLLV,RTLLVTCILY,L







YHRWIVTSM,STTSRSSALM,VLKKHWNSAY,LLVTCILYHR,I







VTSMCQSQR,EVLKKHWNSA,NSAYLGRTLL,LKKHWNSAY







L,WNSAYLGRTL,CQSQRWLTST,SQRWLTSTTS,REVLKKH







WNS,TTSRSSALMW



LARS
c.554_555i
p.P185f
MKSLGLSDEEIVKFSEAEHWLDYFP[p.P
ATGYSGFKK,RLASFLHHH,GFEGRLASF,FPATGYSGF,LDYF
KIRC



nsC
s
185fs]ATGYSGFKKNGFEGRLASFLHHH
PATGY,FEGRLASFL,WLDYFPATGY,YFPATGYSGF,NGFEG






*
RLASF,AEHWLDYFPA,FKKNGFEGRL



LAT2
c.53T>G
p.L18W
MSSGTELLWPGAALLVL[p.L18W]WG
AALLVLWGV,VLWGVAASL,LLVLWGVAA,GAALLVLWGV,
GBM





VAASLCVRCSRPGAKRSEKIYQQR
ALLVLWGVAA,LVLWGVAASL,WPGAALLVLW



LBX1
c.526C>T
p.R176
SPADRDQIAQQLGLTNAQVITWFQN[p.
VITWFQNWR,QVITWFQNW,WFQNWRAKL,TWFQNWR
CRC




W
R176W]WRAKLKRDLEEMKADVESAK
AK,ITWFQNWRA,ITWFQNWRAK,QVITWFQNWR,TWFQ






KLGPSG
NWRAKL,WFQNWRAKLK,NWRAKLKRDL,AQVITWFQNW



LCP1
c.1334_133
p.P445f
SDALVIFQLYEKIKVPVDWNRVNKP[p.P
RVNKPAIPQT
KIRC



5insC
s
445fs]AIPQTGRQYEEA*




LHCG
c.47T>A
p.L16Q
MKQRFSALQLLKLLL[p.L16Q]QLQPPL
QLLKLLLQL,LLLQLQPPL,QLQPPLPRA,KLLLQLQPPL,QLQP
TGCT


R


PRALREALCPEPCNCVPDGA
PLPRAL,LQLLKLLLQL,LQLQPPLPRA



LILRA
c.1228C>T
p.H410
SPVTSAHSGTYRCYGSLSSNPYLLS[p.H4
SSNPYLLSY,LLSYPSDSL,SYPSDSLEL,YPSDSLELM,NPYLLSY
BLCA


1

Y
10Y]YPSDSLELMVSGAAETLSPPQNKS
PS,LSSNPYLLSY,YLLSYPSDSL,SYPSDSLELM,LSYPSDSLEL,Y






DS
PSDSLELMV



LILRB
c.1417_141
p.L479
GLGRHLGVVIGILVAVILLLLLLLL[p.L479
ILLLLLLLLF
BLCA


1
9de|CTC
de|
de|]FLILRHRRQGKHWTSTQRKADFQH







PAGA




LILRB
c.1792T>C
p.S598
TKDRQAEEDRQMDTERVLSSPGPQA[p.
APPPPPRSL,PPPPPRSLPL
PRAD


5

P
S598P]PPPPPRSLPLTLPRCRLLHLKPP







RM*




LIM2
c.448T>A
p.S150
IMAFAHQPTFSRISRPFSAGIMFFS[p.S1
GIMFFSTTL,MFFSTTLFV,FFSTTLFVV,IMFFSTTLF,FSTTLFV
LUAD




T
50T]TTLFVVLALAIVTGVTVSFLGRRFG
VL,STTLFVVLA,TTLFVVLAL,IMFFSTTLFV,MFFSTTLFVV,GI






D
MFFSTTLF,FFSTTLFVVL,FSAGIMFFST,FSTTLFVVLA,STTLF







VVLAL,TTLFVVLALA,AGIMFFSTTL



LIMK2
c.608G>A
p.R203
TTVQVKEVNRMHISPNNRNAIHPGD[p.
NAIHPGDHI,HPGDHILEI,AIHPGDHIL,HILEINGTPV
GBM




H
R203H]HILEINGTPVRTLRVEEVEDAIS







QTS




LIN9
c.547C>T
p.R183
FCVCLKESFPNLKTRKLTRVEWGKI[p.R
RVEWGKIWR,IWRLMGKPR,VEWGKIWRL,WGKIWRLMG
UCEC




W
183W]WRLMGKPRRCSSAFFEEERSAL
K,KIWRLMGKPR,IWRLMGKPRR,VEWGKIWRLM






KQKR




LIN9
c.691G>A
p.E231
QKRQKIRLLQQRKVADVSQFKDLPD[p.
SQFKDLPDK,LPDKIPLPL,KDLPDKIPL,VSQFKDLPDK,SQFK
CESC




K
E231K]KIPLPLVIGTKVTARLRGVHDGL
DLPDKI,FKDLPDKIPL,LPDKIPLPLV






FTG




LINGO
c.1228C>A
p.P410
PDTIRERSFKDFHSTALSFYFTCKK[p.P4
KTKIREKKL,FTCKKTKIR,FYFTCKKTKI,SFYFTCKKTK,TCKKT
HNSC


2

T
10T]TKIREKKLQHLLVDEGQTVQLECSA
KIREK,YFTCKKTKIR






D




LIPJ
c.707C>A
p.P236
GSKLCPLQIFDKICLNILFMMFGYD[p.P
FMMFGYDQK,DQKNLNMSR,MMFGYDQKN,MMFGYDQ
LUAD




Q
236Q]QKNLNMSRLDVYFSHNPAGTSV
KNL,LFMMFGYDQK,FGYDQKNLNM






QNML




LLGL2
c.2864_286
p.P955f
PRCLVDSAETKNHRPGNGAGPKKAP[p.
KKAPEPSQEL
BLCA



5insG
s
P955fs]EPSQELRDSE*




LMLN
c.595G>T
p.G199
PVIVPEEHLQQCRVYRGGKWPHGAV[p.
GKWPHGAVC,GKWPHGAVCV
LUSC




C
G199C]CVPDQEGISDADFVLYVGALA







TERCS




LMX1
c.844_846d
p.Q285
RHQQQQEQQNSQRLGQGEPGPGQGL
LQEVLSSRM,GLQEVLSSRM
THCA


B
e|CAG
de|
[p.Q285de|]QEVLSSRMEGMMASYTP







LAPPQQQIVAM




LOC10
c.1594A>C
p.T532
ADDNLKTPSERQLTALPPSADDNIK[p.T
DNIKPPAER,NIKPPAERLR,PPAERLRGPL
LIHC


01322

P
532P]PPAERLRGPLPPSADDNLKTPSER




47


QL




LOC15
c.268C>T
p.P90S
AEGIAMLLGTAGPSRLPAAPDASQA[p.
SLRSPWALS,APDASQASL,SQASLRSPW,ASLRSPWAL,SLR
CESC


1174


P90S]SLRSPWALSVAAALCSPVSCHPC
SPWALSV,SQASLRSPWA,ASQASLRSPW






GRH




LOC40
c.430C>A
p.L144
CVLAPGSGSRPTPHIVYSVPAARTC[p.L
AARTCMGAPG,RTCMGAPGSL,VPAARTCMGA,YSVPAAR
TGCT


1296

M
144M]MGAPGSLSPCHLCVHICAHTYS
TCM






GTPV




LOC55
c.438_458d
p.RAP
LSVGDVDDTQCVRLDSDATSPRMEP[p.
RMEPEGPEY,RMEPEGPEYW
PRAD


4223
e|GCGGGC
WMEQ
RAPWMEQ147de|]EGPEYWEEETGTA





GCCGTGGA
147de|
KAKAQFYRVNLRTLSGYYNQSEA*





TGGAGCA






LOC64
c.278G>A
p.G93E
AGEDGRMIASQVVDINLAAEPKVNR[p.
KVNRENAGV,VNRENAGVK,KVNRENAGVK,RENAGVKRS
SKCM


9330


G93E]ENAGVKRSAAEMYGSSFDLDYG
A






FQRD




LPHN
c.2716T>A
p.F906I
EFIFLIGIDKTKYAIACPIFAGLLH[p.F906
GLLHIFFLA,LLHIFFLAA,HIFFLAAFA,IFAGLLHIF,IFFLAAFA
TGCT


2


I]IFFLAAFAWMCLEGVQLYLMLVEVFE
W,LHIFFLAAF,FAGLLHIFF,GLLHIFFLAA,IFAGLLHIFF,IFFLA







AFAWM,CPIFAGLLHI,LLHIFFLAAF,PIFAGLLHIF,HIFFLAAF







AW



LPHN
c.2220G>T
p.E740
FPENMGHGSTIQLSANTLKQNGRNG[p.
DIRVAFVLY,KQNGRNGDI,RNGDIRVAF,GDIRVAFVL,GRN
LUAD


3

D
E740D]DIRVAFVLYNNLGPYLSTENAS
GDIRVAF,GDIRVAFVLY






MKLG




LPHN
c.2477G>A
p.R826
VFTVKHIKQSEENFNPNCSFWSYSK[p.R
YSKHTMTGY,CSFWSYSKH,HTMTGYWST,FWSYSKHTM,S
PRAD


3

H
826H]HTMTGYWSTQGCRLLTTNKTHT
KHTMTGYW,SFWSYSKHTM,SYSKHTMTGY,WSYSKHTMT






TCSC
G,YSKHTMTGYW



LPHN
c.3548G>A
p.R118
SGSRTPGRYSTGSQSRIRRMWNDTV[p.
RMWNDTVQK,VQKQSESSF,TVQKQSESSF,RMWNDTVQ
CRC


3

3Q
R1183Q]QKQSESSFITGDINSSASLNRE
KQ,VQKQSESSFI






GLLN




LPIN1
c.2921C>T
p.S974
SDTFSNFTFWREPLPPFENQDIHSA[p.S
FENQDIHSAL
BLCA




L
974L]LA*




LPPR2
c.556G>T
p.A186
TDQGACAGSPSLVAAARRAFPCKDA[p.
SLCAYAVTY,DASLCAYAV,CKDASLCAY,SLCAYAVTYT,RAF
ACC




S
A186S]SLCAYAVTYTAMYVTLVFRVKG
PCKDASL,ASLCAYAVTY,FPCKDASLCA,KDASLCAYAV






SRLV




LPPR4
c.1579C>A
p.R527
LKIQPGAVPGCNNSMPGGPRVSIQS[p.
RVSIQSSPG,IQSSPGSSQ,QSSPGSSQLV,IQSSPGSSQL,SPG
LUAD




S
R527S]SPGSSQLVHIPEETQENISTSPKS
SSQLVHI






SS




LRBA
c.6307G>A
p.E210
VSLSTPAQLVAPSVVVKGTLSVTSS[p.E
LSVTSSKLY,TLSVTSSKL,GTLSVTSSK,TSSKLYFEV,SVTSSKLY
UCEC




3K
2103K]KLYFEVDEEDPNFKKIDPKILAYT
F,VTSSKLYFEV,KGTLSVTSSK,TLSVTSSKLY,LSVTSSKLYF






EG




LRCH2
c.2150A>G
p.D717
SIHVPSPAVPKLSMAKCRRNVENFL[p.D
FLGACKKLGV
KIRC




G
717G]GACKKLGVSQERLCLPHHILEER







GLV




LRFN5
c.396C>A
p.N132
NSNRLTKITNDMFSGLSNLHHLILN[p.N
ILNKNQLTL,NLHHLILNK,ILNKNQLTLI,SNLHHLILNK,LILNK
LUAD




K
132K]KNQLTLISSTAFDDVFALEELDLSY
NQLTL






N




LRIG1
c.70C>G
p.L24V
MARPVRGGLGAPRRSPCLLLLWL[p.L2
LLLLWLVLL,LLWLVLLRL,LVLLRLEPV,LLLWLVLLR,LLLWLV
ACC





4V]VLLRLEPVTAAAGPRAPCAAACTCAG
LLRL,WLVLLRLEPV,SPCLLLLWLV



LRIG1
c.76C>G
p.L26V
MARPVRGGLGAPRRSPCLLLLWLLL[p.L
LLLLWLLLV,LLWLLLVRL,LLLVRLEPV,VRLEPVTAA,CLLLLW
ACC





26V]VRLEPVTAAAGPRAPCAAACTCA
LLLV,LLLWLLLVRL,WLLLVRLEPV






GDS




LRP1
c.3172C>A
p.P105
TCDGDNDCGDYSDETHANCTNQATR[p.
ATRTPGGCH,ATRTPGGCHT,TPGGCHTDEF
KIRP,PRAD




8T
P1058T]TPGGCHTDEFQCRLDGLCIP







LRWRCD




LRP1
c.4462_446
p.G148
GSGHMEVLRGHEFLSHPFAVTLYGG[p.
TLYGGGGLL
STAD



3insG
8fs
G1488fs]GGLLD*




LRP1
c.4462de|G
p.G148
GSGHMEVLRGHEFLSHPFAVTLYGG[p.
WLRPTSGPA,PVRPMGARA,FAVTLYGGR,PATMSPWYR,
STAD




8fs
G1488fs]RSTGLTGEQTHWLRPTSGPA
TTPPASPWL,TTGPCPAPA,RPTSGPATM,PPASPWLPI,RPM






TMSPWYRGPTPSPLTCRCTTPPASPWL
GARAPA,YRGPTPSPL,CTTPPASPW,WLPIPVRPM,GPATM






PIPVRPMGARAPAPTCVSSTTTGPCPA
SPWY,TLYGGRSTGL,GLTGEQTHWL,TMSPWYRGPT,WYR






PAPTS*
GPTPSPL,HWLRPTSGPA,GARAPAPTCV,SGPATMSPWY,P







FAVTLYGGR,LTGEQTHWLR,CTTPPASPWL,TTTGPCPAPA,







SPWYRGPTPS,TPPASPWLPI,LPIPVRPMGA,IPVRPMGAR







A,RPMGARAPAP,APAPTCVSST,WLRPTSGPAT,LRPTSGP







ATM,TSGPATMSPW,RCTTPPASPW,GEQTHWLRPT



LRP10
c.15_17de|
p.L11d
MLLATLLLLL[p.L11de|]GGALAHPDRII
TLLLLLGGA
PRAD



CCT
e|
FPNHACEDPPAVLLEVQ




LRP11
c.275C>G
p.P92R
QQERPQEELELELRAGGGPQEDCPG[p.
RGSGGYSAM,CPGRGSGGY,GRGSGGYSAM
ACC





P92R]RGSGGYSAMPDAIIRTKDSLAAG







ASF




LRP12
c.928G>T
p.G310
CTWLIDTGDHRKVILRFTDFKLDGT[p.G
GTCYGDYVK,KLDGTCYGDY,TDFKLDGTCY,TCYGDYVKIY
TGCT




C
310C]CYGDYVKIYDGLEENPHKLLRVLT







AF




LRP1B
c.10687G>T
p.G356
FDCADGSDERNCETSCSKDQFRCSN[p.
CSNCQCIPAK
LUAD




3C
G3563C]CQCIPAKWKCDGHEDCKYGE







DEKSCE




LRP1B
c.4174C>T
p.L139
SLRTTLIAGAMEHPRAIALDPRYGI[p.L1
RYGIFFWTD,ALDPRYGIF,YGIFFWTDW,DPRYGIFFW,GIFF
UCS




2F
392F]FFWTDWDANFPRIESASMSGAG
WTDWDA,IALDPRYGIF,RYGIFFWTDW,FFWTDWDANF,A






RKTI
LDPRYGIFF



LRP2
c.12117G>
p.M40
FGTCPQHCRNTKGSYECVCADGFTS[p.
TSISDRPGK,DGFTSISDR,SISDRPGKR,FTSISDRPGK,TSISD
LUAD



C
39I
M4039I]ISDRPGKRCAAEGSSPLLLLPD
RPGKR






NVRI




LRP2
c.1547C>T
p.A516
IDMVNLDGSYRVTLITENLGHPRGI[p.A
IVVDPTVGY,LGHPRGIVV,VVDPTVGYLF,IVVDPTVGYL,GI
LUSC




V
516V]VVDPTVGYLFFSDWESLSGEPKL
VVDPTVGY,HPRGIWVVDPT






ERA




LRP2
c.2210C>T
p.S737
IFSSQVAIRGIPFTLSTQEDVMVPV[p.S7
VLGNPSFFV,VPVLGNPSF,QEDVMVPVL,VPVLGNPSFF,M
CRC




L
37L]LGNPSFFVGIDFDAQDSTIFFSDMS
VPVLGNPSF,TQEDVMVPVL






K




LRP2
c.7295G>T
p.R243
NHSPPFQTINVERTVMSLDYDSVSD[p.
SVSDIIYFT,IIYFTQNLA,DIIYFTANL,LDYDSVSDI,YDSVSDI
UCEC




2I
R2432I]IIYFTQNLASGVGQISYATLSSGI
IY,DSVSDIIYFT,DIIYFTQNLA,LDYDSVSDII,YDSVSDIIYF,






HT
SDIIYFTQNL



LRP2
c.9127C>T
p.R304
CGDYSDERGCLYQTCQQNQFTCQNG[p.
CQNGCCISK
CRC




3C
R3043C]CCISKTFVCDEDNDCGDGS







DELMHLC




LRP5
c.4825T>C
p.S160
LSAEDSCPPSPATERSYFHLFPPPP[p.S1
HLFPPPPPPC
PRAD




9P
609P]PPCTDSS*




LRP6
c.2024G>A
p.R675
NNNNVAIPLTGVKEASALDFDVTDN[p.
FDVTDNQIY,QIYWTDISL,NQIYWTDISL,QIYWTDISLK
CRC




Q
R675Q]QIYWTDISLKTISRAFMNGSALE







HVV




LRRC1
c.679G>A
p.D227
LDHRDLIPIIAALEYNQWFTKLSSK[p.D2
KLSSKNLKL,FTKLSSKNLK,TKLSSKNLKL
BLCA


6A

N
27N]NLKLSTDVCEQILRVVSRSNRLEELV




LRRC1
c.2359C>T
p.R787
AVDKELQVILESMVSLTQELCPVAM[p.
ELCPVAMWV,WVAEGHNKM,QELCPVAMW,AMWVAEG
PRAD


6B

W
R787W]WVAEGHNKMLSNVAERVTVP
HNK,MWVAEGHNKM,ELCPVAMWVA,WVAEGHNKML,






RNFIRG
QELCPVAMWV



LRRC1
c.652C>T
p.R218
RRLENLYVVEEKDLCAACLRKCQNA[p.
NAWDNLNRI,CLRKCQNAW,RKCQNAWDNL
CRC


8

W
R218W]WDNLNRIKNMATTTPRKTIFP







NLISP




LRRC3
c.68A>C
p.K23T
RKKTSSEGETKPQTSTVNKFLR[p.K23T]
FLRASNAES,RASNAESRK,STVNKFLRA,FLRASNAESR
CRC


1


ASNAESRKEDNDLKTSDSQPSDWIQK




LRRC3
c.305C>G
p.T102
ELEQPHTQQGPEKLAGNAIYTKPSF[p.T
FSQEHKAAV,SQEHKAAVSV
PRAD


7A2

S
102S]SQEHKAAVSVLTPFSKGAPSTSSP







AK




LRRC3
c.1217C>A
p.A406
ETPGQPPEHHEVTVSPPGHHQTHHL[p.
HLDSPSVSV,HLDSPSVSVK,QTHHLDSPSV,HQTHHLDSPS
CESC


7A3

D
A406D]DSPSVSVKPPDVQLTIAAEPSAE







VGT




LRRC4
c.1674de|C
p.D558
KEPAKEWKVLKKKKEPPKELRQDPP[p.
SSRCWAGAW,ELRQDPPSSR,RQDPPSSRCW
STAD


3

fs
D558fs]SSRCWAGAW*




LRRC7
c.4166G>A
p.R138
VPPDTITKKAGSHIQTLMGSQSLQH[p.
HSREQQPYE,SQSLQHHSR,HHSREQQPY,LMGSQSLQHH,
CRC




9H
R1389H]HSREQQPYEGNINKVTIQQFQ
QHHSREQQPY






SPLPI




LRRCC
c.17C>T
p.A6V
MEAAA[p.A6V]VVVAAEAEVENEDGD
VVVAAEAEV,EAAAVVVAA,MEAAAVVVA,AVVVAAEAEV,
TGCT


1


SSCGDVCFMDK
MEAAAVVVAA



LRRIQ
c.2375G>T
p.W79
RKRPVKCPANMTPALDKLEILRCGP[p.
LEILRCGPL,GPLDTLQQV,ILRCGPLDTL
LUAD


1

2L
W792L]LDTLQQVTTVTFQDLPGCVLST







LAEC




LRRIQ
c.732_733i
p.K244f
LIVQRWIRGFLVRKNLSPVFFHKKK[p.K
KKKTAGKNY,FFHKKKTAGK,HKKKTAGKNY
PRAD


3
nsA
s
244fs]TAGKNY*




LRRT
c.728C>A
p.S243
SKINFAHFPRLFNLRSIYLQWNRIR[p.S2
LQWNRIRYI,RIRYISQGL,YISQGLTWT,RYISQGLTW,YLQW
LUAD


M4

Y
43Y]YISQGLTWTWSSLHNLDLSGNDIQ
NRIRY,LQWNRIRYI,IYLQWNRIRY,YISQGLTWTW,RIRYIS






GI
QGLT,LQWNRIRYIS,NRIRYISQGL,IRYISQGLTW



LRTM
c.416C>T
p.S139
DLTNLTELQLRNNSIRTLDRDLLRH[p.S1
LLRHLPLLR,LPLLRHLDL,DLLRHLPLL,RDLLRHLPL,RHLPLLR
BLCA


2

L
39L]LPLLRHLDLSINGLAQLPPGLFDGLL
HL,DLLRHLPLLR,RDLLRHLPLL,LRHLPLLRHL



LRTM
c.526C>G
p.L176
GLAQLPPGLFDGLLALRSLSLRSNR[p.L1
SLSLRSNRV,VQNLDRLTF,LRSNRVQNL,SLRSNRVQNL,RS
CESC


2

V
76V]VQNLDRLTFEPLANLQLLQVGDNP
NRVQNLDR,RVQNLDRLTF,RSLSLRSNRV






WE




LSG1
c.1550G>T
p.R517
ITPREDEDPHRPPTSEELLTAYGYM[p.R
LLTAYGYML,TAYGYMLGF,AYGYMLGFM,GYMLGFMTA,Y
LUSC




L
517L]LGFMTAHGQPDQPRSARYILKDY
MLGFMTAH,LTAYGYMLGF,YMLGFMTAHG,TAYGYMLGF






VSG
M,YGYMLGFMTA



LTA4H
c.319T>C
p.F107
YKGSPMEISLPIALSKNQEIVIEIS[p.F10
EISLETSPK,QEIVIEISL,LETSPKSSA,NQEIVIEISL,LET
KIRC




L
7L]LETSPKSSALQWLTPEQTSGKEHPYL
SPKSSAL



LTB4R
c.217T>C
p.F73L
QKRSVTALMVLNLALADLAVLLTAP[p.F
VLLTAPLFL,LTAPLFLFIF,LAVLLTAPL,TAPLFLHFL,AVLLTAP
TGCT





73L]LFLHFLAQGTWSFGLAGCRLCHYV
LF,LTAPLFLHFL,DLAVLLTAPL,LLTAPLFLHF,TAPLFLHFLA,L






CG
AVLLTAPLF



LUC7L
c.442T>A
p.S148
GKNEEKIQVLTDKIDVLLQQIEELG[p.S1
IEELGTEGKV
TGCT


3

T
48T]TEGKVEEAQGMMKLVEQLKEERE







LLR




LUM
c.929G>T
p.R310
QLEKFDIKSFCKILGPLSYSKIKHL[p.R31
SYSKIKHLL,YSKIKHLLL,SYSKIKHLLL,LSYSKIKHLL
LUSC




L
0L]LLDGNRISETSLPPDMYECLRVANEV




LUM
c.988C>T
p.R330
KIKHLRLDGNRISETSLPPDMYECL[p.R3
DMYECLCVA,YECLCVANEV
GBM




C
30C]CVANEVTLN*




LY9
c.205A>C
p.I69L
RASGKDSAPTVVSGILGGSVTLPLN[p.I6
VTLPLNLSV,SVTLPLNLSV
BRCA





9L]LSVDTEIENVIWIGPKNALAFARPKE




LYPD4
c.191C>A
p.T64K
AVAFHNWKWLLMRNMVCKLQEGCEE
EEKLVFIET,KLQEGCEEKL,KLVFIETGTA,QEGCEEKLVF,CEE
TGCT





[p.T64K]KLVFIETGTARGVVGFKGCSSS
KLVFIET






SSYP




LYST
c.2130G>T
p.Q710
DLLWKWDALKAYQNFVFEEDRLHSI[p.
HIANHICNL,HSIFHIANHI,EEDRLHSIH,HIANHICNL,RLHSIH
KIRC




H
Q710H]HIANHICNLIQKGNIVVQWKLY
IANH,FEEDRLHSIH,IHIANHICNL,EEDRLHSIHI






NYIF




LZTS1
c.1294_134
p.RTQD
AKASEILGLKAQLKDTRGKLEGLEL[p.RT
KLEGLELEV,GKLEGLELEV
PAAD



1de|AGGAC
LEGALR
QDLEGALRTKGLEL432de|]EVCENELQ





CCAGGACC
TKGLEL
RKKNEAELLREKVNLLEQELQELRAQAA





TGGAGGGC
432de|
LARDMGPPTFPEDVPALQRELERLRAEL





GCCCTGCG

REERQGHDQ





CACCAAGG







GCCTGGAG







CTG






LZTS2
c.298de|C
p.P100f
VPPRKAVPVTSFTYINEDFRTESPP[p.P1
SSLSLESWR,HTMPTSAAH,SWRRTWRRS,ESWRRTWRR,E
CRC




s
00fs]AQAVMLRMPESSGHTMPTSAAH
SSGHTMPT,SPPAQAVML,MPESSGHTM,AAHHQSSSL,TE






HQSSSLSLESWRRTWRRS*
SPPAQAV,HHQSSSLSL,SSSLSLESW,SLESWRRTW,RMPES







SGHTM,SSSLSLESWR,SSLSLESWRR,MLRMPESSGH,HTM







PTSAAHH,SLESWRRTWR,SAAHHQSSSL,TESPPAQAVM,A







HHQSSSLSL,HQSSSLSLES,QSSSLSLESW,LSLESWRRTW,M







PTSAAHHQS



MAEL
c.1033C>T
p.R345
EAHVPLQDYEASNSVTPKMVVLDAG[p.
VLDAGCYQK,MVVLDAGCY,DAGCYQKLR,VLDAGCYQKL,
CRC




C
R345C]CYQKLRVGSSGFSHFNSSNEEQ
VVLDAGCYQK,KMVVLDAGCY






RSNT




MAF
c.158de|G
p.G53fs
MKFEVKKEPVETDRIISQCGRLIAG[p.G
CGRLIAGAR,SQCGRLIAGA,RLIAGARCPP
CLL





53fs]ARCPPPP*




MAGE
c.1826T>A
p.L609
PQGEDSLSPHYFPQSPPQGEDSMSP[p.
GEDSMSPHY,SMSPHYFPQ,SMSPHYFPQS,QGEDSMSPHY,
CLL


C1

H
L609H]HYFPQSPLQGEEFQSSLQSPVSI
SPHYFPQSPL,GEDSMSPHYF






CSS




MAGE
c.714_716d
p.P239
FQSSPERTQSTFEGFAQSPLQIPVS[p.P
IPVSSSSST,VSSSSSTLL,IPVSSSSSTL
KIRC


C1
e|CCC
de|
239de|]SSSSTLLSLFQSFSERTQSTFEGF







AQSS




MAGE
c.1138G>A
p.V380
SVLPIPGEGLSTSVPPTASDGSDTS[p.V3
ASDGSDTSM,SMPPTPGEGA,TASDGSDTSM
CRC


E1

M
80M]MPPTPGEGASTLVQPTAPDGPGS







SVL




MAGE
c.133de|C
p.Q45f
GDGRGEIQATNASGSPTSMLVVDAP[p.
MLVVDAPSA,LVVDAPSAL,TLSVSTLPR,VVDAPSALR,VSTL
STAD


E2

s
Q45fs]SALRRQSTLSVSTLPRPFRTRMT
PRPFR,TLPRPFRTR,PFRTRMTWR,SALRRQSTL,LPRPFRTR






WRS*
M,RPFRTRMTW,LRRQSTLSV,RQSTLSVST,QSTLSVSTL,SV







STLPRPF,SMLVVDAPSA,MLVVDAPSAL,ALRRQSTLSV,RQ







STLSVSTL,STLSVSTLPR,LVVDAPSALR,VVDAPSALRR,SVST







LPRPFR,STLPRPFRTR,RPFRTRMTWR,APSALRRQST,LPRP







FRTRMT,LSVSTLPRPF,RRQSTLSVST



MAGI
c.3467G>T
p.G115
KGFGFSLRGGREYNMDLYVLRLAED[p.
YVLRLAEDV,VPAERCGKM,RLAEDVPAER
LUAD


1

6V
G1156V]VPAERCGKMRIGDEILEINGET







TKNM




MAGI
c.3592C>T
p.R119
INGETTKNMKHSRAIELIKNGGRRV[p.R
GGRRVCLFL,GRRVCLFLK,GGRRVCLFLK,IKNGGRRVCL,KN
CRC


1

8C
1198C]CLFLKRGDGSVPEYDPSSDRHG
GGRRVCLF






PATG




MAGI
c.1348C>A
p.L450
LSTTLKKSNMGFGFTIIGGDEPDEF[p.L4
EFMQVKSVI,MQVKSVIPD,DEFMQVKSV,MQVKSVIPDG,
UCEC


2

M
50M]MQVKSVIPDGPAAQDGKMETG
DEFMQVKSVI






DVIVY




MAGI
c.3130C>A
p.P104
PSSEKQSPMAQQSPLAQQSPLAQPS[p.
STATPNSPI,STATPNSPIA,SPLAQPSTAT,QQSPLAQPST
LUAD


2

4T
P1044T]TATPNSPIAQPAPPQPLQLQG







HENSY




MAM
c.1771C>A
p.Q591
QANQQMPSVLPSQNKPSLLHYTQQQ[p.
LLHYTQQQK,SLLHYTQQQI
KIRP


L2

K
Q591K]KQQQQQQQQQQQQQQQ







QQQQQQQQQQ




MAM
c.1715A>T
p.Q572
YLQQPTPTQASSATASSTATATLQL[p.Q
STATATLQLL
TGCT,UCS


LD1

L
572L]LQQQQQQQQQPDHSSFLLQQM







MQQPQ




MAM
c.484_485i
p.P162f
QPHPRMKPSPLTPCPPGVPSPSPPP[p.
SPSPPPTQV
STAD


STR
nsC
s
P162fs]TQVGTSDP*




MAN1
c.1291_129
p.G431
MEAKNMYYEALEAIETYLLNVSPGG[p.G4
LLNVSPGGA,RGHDRPWRR,VSRVIRPLR,DGAPGLFLR,DVSRV
STAD


C1
2insG
fs
31fs]ADLHCRVARGDSGPQDGAPGLFLR
IRPL,GPQDGAPGL,RPWRRGCQG,RPLRHQTWA,FLRGH






GHDRPWRRGCQGRKEGPLPRAR
DRPW,YLLNVSPGGA,LFLRGHDRPW,QGRKEGPLPR,RARSPDH






SPDHQDVSRVIRPLRHQTWA*
QDV,VSRVIRPLRH,FLRGHDRPWR,DVSRVIRPLR,VIRPLRHQTW



MAP1
c.6187de|C
p.P206
GPTVPPRPEPGPSMEPSLTPPAVPP[p.P
LTPPAVPPV,SLTPPAVPPV
STAD


A

3fs
2063fs]VLLS*




MAP1
c.6138G>T
p.E204
EGYSYETSTKTTRTPDTSTYCYETA[p.E2
ETADKITRT,STYCYETADK,TYCYETADKI
CRC


B

6D
046D]DKITRTPQASTYSYETSDLCYTAE







KK




MAP1
c.1232C>G
p.S411
EKMGVGRLDMYVLHPPSAGAERTLA[p.
RTLACVCAL,LACVCALL,AERTLACVC,RTLACVCALL,TLAC
ACC


S

C
S411C]CVCALLVWHPAGPGEKVVRVL
VCALLV,LACVCALLVW,AERTLACVCA






FPGCT




MAP2
c.1590G>T
p.K530
QAVTDSAMTSKTLEKAMTEPSALIE[p.K
SALIENSSI,IENSSIQEL,IENSSIQELF
CRC




N
530N]NSSIQELFEMRVDDKDKIEGVGA







ATS




MAP2
c.4414_441
p.K147
EPSTVSRDEVRRKKAVYKKAELAKK[p.K
SLQEIHFKT,LSLQEIHFK,KNRSSGPLS,HFKTCYQIY,KKNRSS
STAD



5insA
2fs
1472fs]NRSSGPLSLQEIHFKTCYQIY*
GPL,NRSSGPLSL,QEIHFKTCY,IHFKTCYQI,KNRSSGPLSL,IH







FKTCYQIY,EIHFKTCYQI,AKKNRSSGPL,LQEIHFKTCY



MAP2
c.171G>C
p.K57N
ALQKKLEELELDEQQRKRLEAFLTQ[p.K
TQNQKVGEL,TQNQKVGELK,EAFLTQNQKV
CLL


K1


57N]NQKVGELKDDDFEKISELGAGNG







GVV




MAP2
c.171G>T
p.K57N
ALQKKLEELELDEQQRKRLEAFLTQ[p.K
TQNQKVGEL,TQNQKVGELK,EAFLTQNQKV
LUAD


K1


57N]NQKVGELKDDDFEKISELGAGNG







GVV




MAP2
c.370C>T
p.P124
IHLEIKPAIRNQIIRELQVLHECNS[p.P12
NSSYIVGFY,SYIVGFYGA,VLHECNSSY,HECNSSYIV,CNSSYI
SKCM


K1

S
4S]SYIVGFYGAFYSDGEISICMEHMDG
VGF,CNSSYIVGFY,VLHECNSSYI,SYIVGFYGAF,SSYIVGFYG






G
A,QVLHECNSSY



MAP2
c.551C>T
p.S184
PYIVQFYGALFREGDCWICMELMST[p.
MSTLFDKFY,STLFDKFYK,TLFDKFYKY,ELMSTLFDK,LMSTL
BRCA


K4

L
S184L]LFDKFYKYVYSVLDDVIPEEILGKI
FDKF,ICMELMSTL,CMELMSTLF,LMSTLFDKFY,STLFDKFY






T
KY,LFDKFYKYVY,TLFDKFYKYV,WICMELMSTL,MSTLFDKF







YK,ICMELMSTLF,ELMSTLFDKF



MAP2
c.752G>T
p.5251I
IHRDIKPSNILLDRSGNIKLCDFGI[p.S25
IIGQLVDSI,IKLCDFGII,GIIGQLVDSI
BRCA


K4


1I]IGQLVDSIAKTRDAGCRPYMAPERID




MAP2
c.783_784d
p.T261f
DRSGNIKLCDFGISGQLVDSIAKTR[p.T2
SIAKTRCWL
BRCA


K4
e|AA
s
61fs]CWL*




MAP2
c.860G>A
p.R287
RDAGCRPYMAPERIDPSASRQGYDV[p.
DVHSDVWSL,RQGYDVHSDV,QGYDVHSDVW,YDVHSDV
CRC


K4

H
R287H]HSDVWSLGITLYELATGRFPYPK
WSL






WNS




MAP2
c.1334A>G
p.Q445
VQFNDGNAAVVSMWVCRALEERRSQ[p.
RALEERRSQR
KIRC


K5

R
Q445R]RGPP*




MAP3
c.2281_228
p.I761f
LNCILGNQTESNNWQELLGRLCLID[p.I
LIDCCWNFL,FLLNFILIL,FILILSVLM,VLMFHKLSL,LMFHKLS
BRCA


K1
4de|ATAG
s
761fs]CCWNFLLNFILILSVLMFHKLSLL
LL,KLSLLKSGI,ILSVLMFHK,MFHKLSLLK,CLIDCCWNF,CW






KSGIRSCCPS*
NFLLNFI,NFLLNFILI,ILILSVLMF,CCWNFLLNF,WNFLLNFIL,







LSVLMFHKL,CLIDCCWNFL,LIDCCWNFLL,FLLNFILILS,LLN







FILILSV,ILSVLMFHKL,VLMFHKLSLL,LILSVLMFHK,LMFHK







LSLLK,CWNFLLNFIL,NFLLNFILIL,NFILILSVLM,SVLMFFIKL







SL,LNFILILSVL,FILILSVLMF,HKLSLLKSGI



MAP3
c.4036_403
p.V134
LFIEWMAGGSVAHLLSKYGAFKESV[p.
SVINYTEQL,AFKESVINY,SVINYTEQLL,KYGAFKESVI,GAFK
BRCA


K1
8de|GTT
6de|
V1346de|]INYTEQLLRGLSYLHENQIIH
ESVINY,ESVINYTEQL






RDVKGAN




MAP3
c.4150_415
p.L138
LHENQIIHRDVKGANLLIDSTGQRL[p.
WSCSQVGIK,RLKNCRFWS,GIKRNWCRR,VGIKRNWCR,
BRCA


K1
1insT
4fs
L1384fs]KNCRFWSCSQVGIKRNWCRR
GQRLKNCRF,CRFWSCSQV,SQVGIKRNW,LIDSTGQRLK,






VSGTITGDNCIYGT*
RFWSCSQVGI,RLKNCRFWSC,GIKRNWCRRV,GTITGDNCIY,







STGQRLKNCR,QVGIKRNWCR,VGIKRNWCRR,GQRLKNCRFW



MAP3
c.953_954i
p.L318f
DGFSPYSPEETNRRVNKVMRARLYL[p.
VMRARLYLT,RLYLTAADR,RARLYLTAA,MRARLYLTA,VMR
BRCA


K1
nsA
s
L318fs]TAADRA*
ARLYLTA,RLYLTAADRA,KVMRARLYLT,RARLYLTAAD,MR







ARLYLTAA



MAP3
c.971C>T
p.P324
YSPEETNRRVNKVMRARLYLLQQIG[p.
QQIGLNSFL,LYLLQQIGL,LQQIGLNSF,RLYLLQQIGL,QQIGL
GBM


K1

L
P324L]LNSFLIGGDSPDNKYRVFIGPQN
NSFLI,LLQQIGLNSF,LQQIGLNSFL






CSC




MAP3
c.1345_134
p.R449
KLHFEKIKSEGTCLHRLEEELVMRR[p.R449
LVMRREELR,ELVMRREEL,ELVMRREELR,MRREELRHAL,E
STAD


K12
7de|AGG
de|
de|]EELRHALDIREHYERKLERANNLY
ELVMRREEL






MELN




MAP3
c.824G>A
p.R275
ENTSGFWLNRSNELIWLELQAWHAG[p.
LQAWHAGQT,QAWHAGQTI,GQTINDQDF,LQAWHAGQ
CRC


K4

Q
R275Q]QTINDQDFFLYTARQAIPDIIN
TI,QTINDQDFFL,GQTINDQDFF,LELQAWHAGQ






EILT




MAP3
c.1570G>C
p.E524
AYLTLDHQLQPLAPCPNSKESMAVF[p.
MAVFQQHCK,AVFQQHCKM,SMAVFQQHCK,QQHCKMA
HNSC


K7

Q
E524Q]QQHCKMAQEYMKVQTEIALLL
QEY,MAVFQQHCKM,KESMAVFQQH






QRKQE




MAP4
c.1021C>G
p.R341
SRGQHGPAERTPSEIQFHQVKFGAP[p.
QVKFGAPGR,HQVKFGAPG,QVKFGAPGRK,HQVKFGAPG
TGCT


K2

G
R341G]GRKETDPLNEPWEEEWTLLGK
R,APGRKETDPL






EELSG




MAP4
c.1970de|C
p.P657f
LFDYARQMQKLPVAIPAHKLPDRIL[p.P
RILQGNFLY,FLYQQKSLK,KSLKPNGAR,KPNGARSVV,YQQ
HNSC


K3

s
657fs]QGNFLYQQKSLKPNGARSVVL*
KSLKPN,SLKPNGARSV,NFLYQQKSLK,KPNGARSVVL,GNF







LYQQKSL,YQQKSLKPNG,LPDRILQGNF



MAP7
c.239_240i
p.A80fs
ATSSKQLPLEPESPSGQVGPRPAPP[p.A
RPAPPAGRV,APPAGRVPF,PPAGRVPFL,RPAPPAGRVP,AP
STAD


D1
nsC

80fs]AGRVPFL*
PAGRVPFL



MAP7
c.1459C>T
p.R487
ERLEKEEQDRLEREELKRKAEEERL[p.R4
RKAEEERLCL,EERLCLEEEA
CRC


D2

C
87C]CLEEEARKQEEERKRQEEEKKKQE







GE




MAP7
c.922de|C
p.Q308
PQTKVEESPLEKVETPPKASVDAPP[p.Q
KASVDAPPR
STAD


D3

fs
308fs]R*




MAP9
c.1455G>T
p.K485
QKKAAKREEALASFEAWKAMKEKEA[p.
AMKEKEANK,KEANKIAAK,KEKEANKIA,AMKEKEANKI,KA
HNSC




N
K485N]NKIAAKKRLEEKNKKKTEEENA
MKEKEANK,EANKIAAKKR,KEKEANKIAA






ARKG




MAPK
c.964G>A
p.E322
NPHKRIEVEQALAHPYLEQYYDPSD[p.E3
YYDPSDKPI,KPIAEAPFK,QYYDPSDKPI,SDKPIAEAPF,KPIA
CESC,HNSC


1

K
22K]KPIAEAPFKFDMELDDLPKEKLKELI
EAPFKF



MAPK
c.943G>A
p.E315
ELDVDKRLTAAQALTHPFFEPFRDP[p.E
KEETEAQQPF
BRCA


13

K
315K]KEETEAQQPFDDSLEHEKLTVDE







WKQ




MAPK
c.1533de|G
p.Q511
PPRLPPEARPGRRMFSTSALQGAQG[p.
TMCEPPYSL,PLSSLLHPL,LLHPLALPA,GLSATRHWA,SLHLA
STAD


15

fs
Q511fs]VPGLCLEATPKPTGLSATRHW
LCSC,ALPALPGPL,GLCLEATPK,CSCPSPFPR,KFQGACPGL,






ATCPCWRGTMCEPPYSLHLALCSCPSP
RGTMCEPPY,HWATCPCWR,EPPYSLHLA,TPKPTGLSA,PP






FPRPLSSLLHPLALPALPGPLKFQGACPG
YSLHLAL,CPSPFPRPL,SPFPRPLSS,FPRPLSSLL,APLTSSNKV,






LLGGADEGPAPAPLTSSNKVMSAPN
SSLLHPLAL,ALCSCPSPF,LQGAQGVPG,AQGVPGLCL,RH







WATCPCW,LKFQGACPG,FQGACPGLL,DEGPAPAPL,CEPP







YSLHL,GTMCEPPYSL,SLLHPLALPA,LLHPLALPAL,GLSATR







HWAT,ALPALPGPLK,PFPRPLSSLL,KFQGACPGLL,ATRHW







ATCPC,TSALQGAQGV,TPKPTGLSAT,EPPYSLHLAL,SPFPR







PLSSL,FPRPLSSLLH,RPLSSLLHPL,LPALPGPLKF,APLTSSNK







VM,LALCSCPSPF,LQGAQGVPGL,LEATPKPTGL,WRGTMC







EPPY,LSSLLHPLAL,LALPALPGPL,LKFQGACPGL,CEPPYSLH







LA



MAPK
c.298G>A
p.V100
DNIVKVYEVLGPKGTDLQGELFKFS[p.V
LFKFSMAYI,ELFKFSMAY,SMAYIVQEY,MAYIVQEYM,FKFS
BRCA


4

M
100M]MAYIVQEYMETDLARLLEQGTL
MAYIV,GELFKFSMA,FSMAYIVQEY,ELFKFSMAYI,SMAYIV






AEEH
QEYM,LQGELFKFSM,GELFKFSMAY,FKFSMAYIVQ



MAPK
c.1502C>A
p.A501
KAALKAALLKSLRSRLRDGPSAPLE[p.A5
LEDPEPRKPV
KIRP,TGCT


7

D
01D]DPEPRKPVTAQERQREREEKRRRR







QE




MAPK
c.651_652i
p.L217f
SSSPLKTGEQTPPHEHICLSDELPP[p.L2
RVVPLLPRL,LLPRLGVGA,RLGVGATRI,RWHLRVVPL,RAAP
CRC


8IP1
nsCC
s
17fs]PRAAPPPPQIEAPPPTALAAAAQP
PPPQI,AQPPRWHLR,LAAAAQPPR,EAPPPTALA,APPPTAL






PRWHLRVVPLLPRLGVGATRIETESTTR
AA,PPRWHLRVV,VPLLPRLGV,LPRLGVGAT,IEAPPPTAL,A






PMCD*
AQPPRWHL,WHLRVVPLL,DELPPPRAA,ETESTTRPM,QPP







RWHLRV,ALAAAAQPPR,HLRVVPLLPR,AAQPPRWHLR,R







WHLRVVPLL,CLSDELPPPR,EAPPPTALAA,APPPTALAAA,I







EAPPPTALA,LAAAAQPPRW,AAAQPPRWHL,LRVVPLLPRL,







IETESTTRPM,DELPPPRAAP,QPPRWHLRVV



MAPK
c.640_641i
p.T214f
ENLLYTSKRPNAILKLTDFGFAKET[p.T2
QLFDHSLLY,LLYTVLCGS,QPQLFDHSL,AKETHQPQL,KETH
KIRC


APK2
nsC
s
14fs]HQPQLFDHSLLYTVLCGSRSAGSR
QPQLF,FDHSLLYTV,QLFDHSLLYT,GSRSAGSREV,PQLFDH






EV*
SLLY,LLYTVLCGSR,YTVLCGSRSA,QPQLFDHSLL,FAKETHQ







PQL,AKETHQPQLF,HQPQLFDHSL,FDHSLLYTVL



11-
c.578G>T
p.R193
PICKICFQGAEQGELLNPCRCDGSV[p.R
VLYTHQLCL,LYTHQLCLL,GSVLYTHQL,VLYTHQLCLL,NPCR
LUAD


Mar

L
193L]LYTHQLCLLKWISERGSWTCELCC
CDGSVL






YR




5-Mar
c.508C>T
p.R170
GLPTIPVMLILGKMIRWEDYVLRLW[p.
RLWCKYSNK,LWCKYSNKL,YVLRLWCKY,DYVLRLWCIK,CK
BRCA




C
R170C]CKYSNKLQILNSIFPGIGCPVPRI
YSNKLQI,RLWCKYSNKL,CKYSNKLQIL






PA




MARC
c.454de|A
p.K152f
ASSTSSPKAEDGATPSPSNETPKKK[p.K
KKRSAFPSR,RSAFPSRSL,SAFPSRSLS,TPKKKRSAF,KKKRSA
KIRC


KS

s
152fs]RSAFPSRSLSS*
FPSR,RSAFPSRSLS,KRSAFPSRSL,SAFPSRSLSS



MARS
c.1442G>A
p.R481
LPKQVADHYDNFRIYKALEAVSSCV[p.R
SCVQQTNGF,VQQTNGFVQ,SSCVQQTNGF,QQTNGFVQR
HNSC


2

Q
481Q]QQTNGFVQRHAPWKLNWESP
H






VDAPWL




MAS1
c.970A>G
p.R324
ISLFLIINSSANPIIYFFVGSLRKK[p.R324
GLKESLRVI,GSLRKKGLK,RKKGLKESL,GLKESLRVIL,VGSLR
PRAD,THCA


L

G
G]GLKESLRVILQRALADKPEVGRNKKA
KKGLK



MAT2
c.497A>G
p.E166
YATDETEECMPLTIVLAHKLNAKLA[p.E
KLNAKLAGL,KLNAKLAGLR,LAGLRRNGTL,GLRRNGTLPW,
TGCT


A

G
166G]GLRRNGTLPWLRPDSKTQVTVQ
HKLNAKLAGL






YMQD




MAX
c.106A>T
p.R36
SDEEQPRFQSAADKRAHHNALERKR[p.
RWDHIKDSF,KRWDHIKDSF
MM




W
R36W]WDHIKDSFHSLRDSVPSLQGEK







ASRA




MAX
c.83A>G
p.H28R
DNDDIEVESDEEQPRFQSAADKRAH[p.
RAHRNALER,SAADKRAHR,AHRNALERK,DKRAHRNAL,RA
UCEC





H28R]RNALERKRRDHIKDSFHSLRDSV
HRNALERK,QSAADKRAHR






PSL




MB21
c.931C>G
p.Q311
EWRLSFARSEVQLKKCISSSLMQAY[p.Q3
SLMQAYEAC,MQAYEACKA,LMQAYEACK,QAYEACKAI,
HNSC,LUSC


D2

E
11E]EACKAIIIKLLSRPKAISPYHLRS
YEACKAIII,LMQAYEACKA,MQAYEACKAI,SLMQAYEACK,EA






MM
CKAIIIKL,QAYEACKAII



MBD6
c.2194de|C
p.P732f
SVTTATTDPGASSLGKAPSNSGRPP[p.P
SLALCWVPA,SGRPPNSLA,VPACWVTCL,PPNSLALCW,SLA
STAD




s
732fs]NSLALCWVPACWVTCLH*
LCWVPAC,ALCWVPACWV,SGRPPNSLAL,NSLALCWVPA,







WVPACWVTCL,RPPNSLALCW,LALCWVPACW



MBD6
c.2338_233
p.G780
LPSLLQPPGPLLSGQLGLQLLPGGG[p.G
SSSTPLRGF,LLPGGGSSST,LQLLPGGGSS,GSSSTPLRGF
STAD



9insG
fs
780fs]SSSTPLRGF*




MBOA
c.128G>A
p.R43Q
AVQLPIDQVNFVVCQLFALLAAIWF[p.
LAAIWFQTY,LLAAIWFQT,AIWFQTYLFI,AAIWFQTYL,FQT
CRC,UCEC


T2


R43Q]QTYLHSSKTSSFIRHVVATLLGLYL
YLHSSK,LLAAIWFQTY,ALLAAIWFQT,WFQTYLHSSK,LAAI






A
WFQTYL,FQTYLHSSKT



MBOA
c.1270C>T
p.R424
HWFLKMRAYDYMCMGFVLLSLADTL[p.
LSLADTLWY,SLADTLWYW,TLWYWASIY,LWYWASIYF,W
HNSC


T7

W
R424W]WYWASIYFCIHFLALAALGL
YWASIYFC,DTLWYWASI,LLSLADTLW,LLSLADTLWY,SLAD






GLALGG
TLWYWA,LSLADTLWYW,TLWYWASIYF,WYWASIYFCI,DT







LWYWASIY,VLLSLADTLW,ADTLWYWASI



MC5R
c.325G>A
p.A109
LVSMSSAWETITIYLLNNKHLVIAD[p.A
HLVIADTFV,LVIADTFVR,KHLVIADTF,TFVRHIDNV,VIADT
UCEC




T
109T]TFVRHIDNVFDSMICISVVASMC
FVRHI,TFVRHIDNVF,HLVIADTFVR,DTFVRHIDNV,NKHLVI






SLL
ADTF



MCF2
c.2777G>A
p.R926
KTMKLMTLSIRQLGRGSHRKFEIAS[p.R
ASQNGLEKY,IASQNGLEK,FEIASQNGL,SQNGLEKYI,IASQ
CRC


L2

Q
926Q]QNGLEKYILQAASKEIRDCWFSEI
NGLEKY,RKFEIASQNG,SQNGLEKYIL






SK




MCHR
c.917C>T
p.S306
QFFLAFALPFVVITAAYVRILQRMT[p.S3
ILQRMTFSV,RMTFSVAPA,RILQRMTFS,LQRMTFSVA,MT
LUSC


1

F
06F]FSVAPASQRSIRLRTKRVTRTAIAIC
FSVAPAS,VRILQRMTF,RILQRMTFSV,ILQRMTFSVA,TFSV







APASQR,YVRILQRMTF,LQRMTFSVAP,QRMTFSVAPA,R







MTFSVAPAS



MCOL
c.421G>A
p.V141I
VYTQSDVYDQLIFAVNQYLQLYNVS[p.
YLQLYNVSI,NVSIGNHAY,LQLYNVSIG,SIGNHAYENK,QYL
GBM


N3


V141I]IGNHAYENKGTKQSAMAICQHF
QLYNVSI,YNVSIGNHAY






YKRG




MECO
c.2744G>A
p.R915
SELLQSVPSMFNFRAPPNALPENLL[p.R
LLQKGKERY,NALPENLLQK
PRAD


M

Q
915Q]QKGKERYTCRYCGKIFPRSANLT







RHL




MECO
c.2905C>T
p.R969
TGEQPYRCKYCDRSFSISSNLQRHV[p.R
NLQRHVCNI,RHVCNIHNK,LQRHVCNIH,HVCNIHNKEK,C
CRC


M

C
969C]CNIHNKEKPFKCHLCDRCFGQQT
NIHNKEKPF






NLD




MED1
c.107T>G
p.L36R
HRPLKRPRLGPPDVYPQDPKQKEDE[p.
QKEDERTAL,KQKEDERTAL,RTALNVKQGF,KEDERTALNV
CLL


2


L36R]RTALNVKQGFNNQPAVSGDEHG







SAKN




MED1
c.130G>A
p.G44S
LGPPDVYPQDPKQKEDELTALNVKQ[p.
KQSFNNQPA,TALNVKQSF,QSFNNQPAV,KQSFNNQPAV,
CLL


2


G44S]SFNNQPAVSGDEHGSAKNVSFN
LTALNVKQSF,VKQSFNNQPA






PAKI




MED1
c.3670C>T
p.L122
IRSSCDRHLLAASQNRIVDGAVFAV[p.L
AVFAVFKAV,FAVFKAVFV,AVFKAVFVL,VFAVFKAVF,VDG
PRAD


2

4F
1224F]FKAVFVLGDAELKGSGFTVTGG
AVFAVF,FAVFKAVFVL,AVFAVFKAVF,IVDGAVFAVF






TEEL




MED1
c.3875G>A
p.C129
LCTDKELILDPVLSNMQAQKLLQLI[p.C
QLIYYPHGI,LIYYPHGIK,AQKLLQLIY,QKLLQLIYY,QAQKLL
TGCT


2L

2Y
1292Y]YYPHGIKECTEGDNLQRQHIKRI
QLIY,LQLIYYPHGI,QLIYYPHGIK,AQKLLQLIYY






LQN




MED1
c.6211C>T
p.P207
QDPMRPRQPQVRQQQRLLQMQQPQ
LQMQQPQQS,MQQPQQSQP,LQMQQPQQSQ,MQQPQ
KIRC


2L

1S
Q[p.P2071S]SQPQQPPQPQQSSQSQS
QSQPQ






QTLGLQAMQ




MED1
c.6331_633
p.Q211
LGLQAMQPQQPLFPRQGLQQTQQQQ
QQTQQQQTA,TQQQQTAAL,TQQQQTAALV,LQQTQQQ
PRAD


2L
3de|CAG
5de|
[p.Q2115de|]TAALVRQLQKQLSSNQP
QTA,QQTQQQQTAA






QQGVTPYGHPS




MED1
c.104G>T
p.S35I
WRSTAFRQKLVSQIEDAMRKAGVAH[p.
GVAHIKSSK,MRKAGVAHI,AHIKSSKDM,AMRKAGVAHI,M
THCA


5


S35I]IKSSKDMESHVFLKAKTRDEYLSL
RKAGVAHIK,AGVAHIKSSK






VA




MED1
c.1347C>G
p.H449
TAGPAVHLKAMQLSWTSLALVGIDS[p.
DSQGKLSVLR,IDSQGKLSVL,SQGKLSVLRL
KIRP


6

Q
H449Q]QGKLSVLRLSPSMGHPLEVGLA







LRHL




MEF2
c.295C>T
p.P99S
EPHESRTNSDIVEALNKKEHRGCDS[p.P
SSDPDTSYV,DSSDPDTSY,DSSDPDTSYV,CDSSDPDTSY
KIRP


A


99S]SDPDTSYVLTPHTEEKYKKINEEFD







N




MEF2
c.380G>A
p.R127
DTSYVLTPHTEEKYKKINEEFDNMM[p.
NMMQNHKIA,MMQNHKIAP,MQNHKIAPG,MQNHKIAP
TGCT


A

Q
R127Q]QNHKIAPGLPPQNFSMSVTVP
GL,MMQNHKIAPG,EEFDNMMQNH






VTSPN




MEFV
c.1130G>A
p.R377
CPRCQDSHERKSPGSLSPQPLPQCK[p.
KHHLKQVQL,HHLKQVQLL,HHLKQVQLLF,QPLPQCKHHL,
BRCA




H
R377H]HHLKQVQLLFCEDHDEPICLICS
CKHHLKQVQL,KHHLKQVQLL






LSQ




MEGF
c.3158C>T
p.S105
NPYATIKDPPVLIPKSSECGYVEMK[p.S1
YVEMKLPAR,LPARRDSPY,KLPARRDSPY,YVEMKLPARR,L
UCEC


10

3L
053L]LPARRDSPYAEINNSTSANRNVYE
PARRDSPYA,SECGYVEMKL






VE




MEGF
c.1178A>G
p.Y393
RTCIDVDDCADSPCCQQVCTNNPGG[p.
CECGCYAGY,NPGGCECGCY
THCA


6

C
Y393C]CECGCYAGYRLSADGCGCEDV







DECAS




MEGF
c.1746_174
p.A582
DTFGKNCSFSCSCQNGGTCDSVTGA[p.
LPLPPGCQW,CDSVTGALPL
KIRC


6
7insC
fs
A582fs]LPLPPGCQWN*




MET
c.3280C>T
p.H109
VVIGPSSLIVHFNEVIGRGHFGCVY[p.H
RGHFGCVYY,HFGCVYYGTL
KIRP




4Y
1094Y]YGTLLDNDGKKIHCAVKSLNRIT







DIG




MET
c.3749T>C
p.M12
LARDMYDKEYYSVHNKTGAKLPVKW[p.
KLPVKWTAL,VKWTALESL,TALESLQTQK,AKLPVKWTAL,L
KIRP




50T
M1250T]TALESLQTQKFTTKSDVWSF
PVKWTALES






GVLLWE




METT
c.157C>G
p.Q53E
VWPNRIHTTAEKYREYEAREQTDQT[p.
REQTDQTEA
BRCA


L15


Q53E]EAQELHRSQDRDFETMAKLHIP







VMVD




METT
c.599G>A
p.R200
EIIYDFCMCNPPFFANQLEAKGVNS[p.R
SQNPRRPPP,SQNPRRPPPS
CRC


L16

Q
200Q]QNPRRPPPSSVNTGGITEIMAEG







GEL




METT
c.521G>A
p.R174
EETFTDLLQTLEHLCSNHSVILLAC[p.R1
ILLACQIRY,LACQIRYER,VILLACQIRY,SVILLACQIR,LLACQI
CRC


L21A

Q
74Q]QIRYERDNNFLAMLERQFTVRKV
RYER






HYD




METT
c.168C>A
p.F56L
DFKQQKLEQEAQKNWDLFYKRNSTN[p.
FYKRNSTNL,KRNSTNLFK,YKRNSTNLF,LFYKRNSTNL,FYKR
CRC


L6


F56L]LFKDRHWTTREFEELRSCREFED
NSTNLF,YKRNSTNLFK,LFKDRHWTTR






QKL




METT
c.170A>T
p.Y57F
LYVNMTSGPGGPAAAAGGRKENHQW
QWFVCNREK,NHQWFVCNR,GRKENHQWF,KENHQWFV
CLL


L9


[p.Y57F]FVCNREKLCESLQAVFVQSYLD
C,HQWFVCNREK,ENHQWFVCNR






QGTQ




MEX3
c.1600C>A
p.R534
IWTPFEPVNPLSGFGSDPSGNMKTQ[p.
TQSRGSQPS,KTQSRGSQPS,TQSRGSQPST
TGCT


C

S
R534S]SRGSQPSTPRLSPTFPESIEHPLA







RR




MEX3
c.537_545d
p.179_
IPGGSLGSVLLPAARFDAREAAAAA[p.1
EAAAAAGVL,REAAAAAGV,EAAAAAGVLY,REAAAAAGVL
ACC


C
e|CGCGGC
182AA
79_182AAAA>A]GVLYGGDDAQGMM





GGC
AA>A
AAMLSHAYGPGGCGAAAAALN




MFF
c.19_20AG>
p.S7F
MSKGTS[p.S7F]FDTSLGRVSRAAFPSP
TSFDTSLGR,KGTSFDTSL,GTSFDTSLGR,TSFDTSLGRV,SKG
TGCT



TT

TAAEMAEISRI
TSFDTSL



MFF
c.484C>T
p.R162
TTPQNEEIRAVGRLKRERSMSENAV[p.
RSMSENAVC,SENAVCQNG,NAVCQNGQLV
CRC




C
R162C]CQNGQLVRNDSLWHRSDSAPR







NKISR




MFGE
c.508G>A
p.D170
GASRLASHEYLKAFKVAYSLNGHEF[p.D
SLNGFIEFNF,HEFNFIHDV,SLNGHEFNFI,YSLNGHEFNF,EF
UCEC


8

N
170N]NFIHDVNKKHKEFVGNWNKNA
NFIHDVNK,HEFNFIHDVN






VHVNL




MFSD
c.839G>A
p.R280
FEAWYIHEHVERHDFPAEWIPATFA[p.
WIPATFAQA,AQAAFWNHV,QAAFWNHVL,IPATFAQAA,
CRC


5

Q
R280Q]QAAFWNHVLAVVAGVAAEAV
ATFAQAAFW,FAQAAFWNHV,AQAAFWNHVL,WIPATFA






ASWIGL
QAA,QAAFWNHVLA,IPATFAQAAF,AEWIPATFAQ



MGA
c.7304G>A
p.R243
WSDKLQKEAEAFAYYRRTHTANERR[p.
HTANERRQR,NERRQRGEM,RQRGEMRDL,RQRGEMRDL
OV




5Q
R2435Q]QRGEMRDLFEKLKITLGLLHSS
F






KVSK




MGAT
c.1330A>C
p.T444
STSLKTYQHFTLEKAYLREDFFWAF[p.T
FFWAFPPAA,AFPPAAGDF,DFFWAFPPA,FPPAAGDFI,AFP
GBM


4B

P
444P]PPAAGDFIRFRFFQPLRLERFFFRS
PAAGDFI,WAFPPAAGDF,PPAAGDFIRF,REDFFWAFPP,ED






G
FFWAFPPA



MGAT
c.1034C>T
p.T345
LAQKNVIRFKPSLFQHMGYYSSYKG[p.T
SSYKGMENK,SYKGMENKL,GYYSSYKGM,YSSYKGMENK,S
PRAD


4C

M
345M]MENKLKDDDFEEESFDIPDNPP
YKGMENKLK,MGYYSSYKGM,SSYKGMENKL,MENKLKDD






ASLY
DF



MGST
c.304de|A
p.K102f
FATCLGLVYIYGRHLYFWGYSEAAK[p.K
EAAKNGSPV,SEAAKNGSPV
STAD


2

s
102fs]NGSPVSD*




MGST
c.429_430i
p.G143
SIALLGLVGTTVCSAFQHLGWVKSG[p.
GQWTQMLPL,GLKTLIHFK,QMLPLKNYR,GFGQWTQML,
KIRC


3
nsT
fs
G143fs]FGQWTQMLPLKNYRGLKTLIH
RGLKTLIHF,QWTQMLPLK,PLKNYRGLK,TQMLPLKNY,






FK*
LPLKNYRGL,HLGWVKSGF,WVKSGFGQW,SGFGQWTQM,







KNYRGLKTL,WTQMLPLKNY,MLPLKNYRGL,GQWTQMLPLK,







RGLKTLIHFK,TQMLPLKNYR,GWVKSGFGQW,QHLGWVKS







GF,KSGFGQWTQM,SGFGQWTQML,FGQWTQMLPL,LKN







YRGLKTL,KNYRGLKTLI,YRGLKTLIHF



MICA
c.952de|G
p.G318
HPVPSGKVLVLQSHWQTFHVSAVAA[p.
VSAVAALLF,AVAALLFLL,LLLLFSMSV,LLLFSMSVV,LLFSMS
CESC




fs
G318fs]LLFLLLLFSMSVVVRRKHQLQR
WV,HVSAVAALL,SMSVVVRRK,FSMSVVVRR,ALLFLLLLF,






VQSS*
LFLLLLFSM,VVRRKHQLQ,LFSMSVVVR,SAVAALLFL,VVVR







RKHQL,FHVSAVAAL,VAALLFLLL,HQLQRVQSS,SAVAALLF







LL,AVAALLFLLL,LLFLLLLFSM,FLLLLFSMSV,LLLLFSMSVV,L







LLFSMSVVV,LLFSMSVVVR,FSMSVVVRRK,AALLFLLLLF,V







VRRKHQLQR,HVSAVAALLF,LFSMSVVVRR,SVVVRRKHQL,







FHVSAVAALL



MIER2
c.391C>T
p.L131
ESEGGDVAPNLPDMTLDKEQIAKDL[p.
KEQIAKDLF
TGCT




F
L131F]FSGEEEEETQSSADDLTPSVTSH







EAS




MKI67
c.3241C>A
p.R108
REPAGDGKSIRTFKESPKQILDPAA[p.R
AASVTGMKK,DPAASVTGM,SVTGMKKWPR,AASVTGMK
LUAD




1S
1081S]SVTGMKKWPRTPKEEAQSLEDL
KW






AGFK




MKI67
c.4991_499
p.T166
VGVKEELLAVGKLTQTSGETTHTHT[p.T
HTKSQQEMV,HTHTKSQQEM,HTKSQQEMVR
STAD



2insCA
4fs
1664fs]KSQQEMVRA*




MKI67
c.4992_499
p.T166
VGVKEELLAVGKLTQTSGETTHTHT[p.T
HTQSQQEMV,THTQSQQEM,HTHTQSQQEM,HTQSQQE
UCEC



3insCA
4fs
1664fs]QSQQEMVRA*
MVR



MKI67
c.6637C>G
p.H221
AQPLEDLAGLKELFQTPICTDKPTT[p.H
CTDKPTTDEK
CLL




3D
2213D]DEKTTKIACRSPQPDPVGTPTIF







KPQ




MKL1
c.920de|C
p.P307f
HHNYQAILPAPPKSAGEALGSSGTP[p.P
PLGPVGWHV,QYAASPLPI,GWHVRTAPH,LGSSGTPQY,YA
STAD




s
307fs]QYAASPLPIAAPARAPLGPVGW
ASPLPIA,IAAPARAPL,TPQYAASPL,SPLPIAAPA,LPIAAPAR






HVRTAPH*
A,ALGSSGTPQY,YAASPLPIAA,APARAPLGPV,PQYAASPLP







I,ARAPLGPVGW,APLGPVGWHV



MKLN
c.1455C>A
p.F485
CMLFHSKNRCLYVFGGQRSKTYLND[p.
YLNDLFSYD,TYLNDLFSY,RSKTYLNDL,KTYLNDLFS,SKTYLN
UCEC


1

L
F485L]LFSYDVDSDHVDIISDGTKKDSG
DLF,KTYLNDLFSY,YLNDLFSYDV,RSKTYLNDLF






MVP




MKRN
c.1343C>A
p.P448
PEGWGDEPPGPGGGSFSAYWHQLVE[p.
YWHQLVEH,HVRMGEGNM,HQLVEHVRM,AYWHQLVE
LUAD


3

H
P448H]HVRMGEGNMLYKSIKKELVV
HV,HVRMGEGNML,YWHQLVEHVR,SAYWHQLVEH,WH






LRLASL
QLVEHVRM



MKRN
c.809G>T
p.G270
YYASRGVCFRGESCMYLHGDICDMC[p.
CVLQTLHPM,CDMCVLQTL,MCVLQTLHPM
LUSC


3

V
G270V]VLQTLHPMDAAQREEHMRACI







EAHEK




MLL2
c.1939_194
p.P647f
ASRLSPPPEDSPMSPPPEESPMSPP[p.P
EESPMSPPT
STAD



0insC
s
647fs]T*




MLL2
c.1940de|C
p.P647f
EASRLSPPPEDSPMSPPPEESPMSP[p.P
RLHASPHHL,SLRSHAYAL,RLRDHICPL,SLGNHLCPL,RLRSR
STAD




s
647fs]HLRYRAYPPCLWCHACLHRLRN
TCLL,GLRNRICPL,SLRSHPCPL,HLRSCPCSL,HLGSHPCRL,H






LPCPHRLRSLPRPLHLRLHASPHHLRTPP
LRTHLLPH,GLRSHTYLR,RTHLLPHHR,SQANALHLR,RYRAY






HPHHLRTHLLPHHRRTRSCPCRWRSHP
PPCL,HLRYRAYPP,RLRNLPCPH,RLRSLPRPL,RSLPRPLHL,H






CCHYLRSRNSAPGPRGRTCHPGLRSRT
LRLHASPH,HLRTPPHPH,RTPPHPHHL,RTRSCPCRW,RWR






CPPGLRSHTYLRRLRSHTCPPSLRSHAY
SHPCCH,RSHPCCHYL,HYLRSRNSA,RSRNSAPGP,RGRTCH






ALCLRSHTCPPRLRDHICPLSLRNCTCPP
PGL,RSRTCPPGL,RSHTYLRRL,HTYLRRLRS,RLRSHTCPP,RS






RLRSRTCLLCLRSHACPPNLRNHTCPPSL
HTCPPSL,RSHAYALCL,RSHTCPPRL,RSRTCLLCL,RSHACPP






RSHACPPGLRNRICPLSLRSHPCPLGLKS
NL,RNHTCPPSL,RSHACPPGL,RNRICPLSL,RSHPCPLGL,RS






PLRSQANALHLRSCPCSLPLGNHPYLPC
QANALHL,RSCPCSLPL,SPMSPHLRY,SLPLGNHPY,ESPMSP






LESQPCLSLGNHLCPLCPRSCRCPHLGS
HLR,PMSPHLRYR,NLPCPHRLR,SLPRPLHLR,LLPHHRRTR,S






HPCRLS*
HAYALCLR,DHICPLSLR,MSPHLRYRA,SPHLRYRAY,LPRPL







HLRL,RPLHLRLHA,SPHHLRTPP,HPHHLRTHL,LPHHRRTRS,







APGPRGRTC,CPLGLKSPL,LPLGNHPYL,CPRSCRCPH,CPHL







GSHPC,YLRSRNSAP,NLRNHTCPP,WRSHPCCHY,RDHICPL







SL,LESQPCLSL,EESPMSPHL,PPSLRSHAY,CPPRLRDHI,CPP







GLRNRI,ESPMSPHLRY,CSLPLGNHPY,SLPLGNHPYL,SLPRP







LHLRL,GLKSPLRSQA,YLPCLESQPC,RLRNLPCPHR,RLRSLP







RPLH,RLHASPHHLR,GLRSHTYLRR,RSHAYALCLR,CLRSHT







CPPR,SLRNCTCPPR,RSRTCLLCLR,RSHPCPLGLK,RSLPRPL







HLR,RTHLLPHHRR,RSHPCCHYLR,RTCHPGLRSR,RSHTCPP







SLR,RSHTCPPRLR,CTCPPRLRSR,RSHACPPNLR,RSHACPP







GLR,RSAQNALHLR,RYRAYPPCLW,LWCHACLHRL,HLRYR







AYPPC,RNLPCPHRLR,HLRLHASPHH,HLRTPPHPHH,RTPP







HPHHLR,HLRTHLLPHH,HLLPHHRRTR,RTRSCPCRWR,RSC







PCRWRSH,RWRSHPCCHY,RSRNSAPGPR,RGRTCHPGLR,







GLRSRTCPPG,RSRTCPPGLR,RSHTYLRRLR,HTYLRRLRSH,R







LRSHTCPPS,SLRSHAYALC,RLRDHICPLS,RLRSRTCLLC,RN







HTCPPSLR,SLRSHACPPG,GLRNRICPLS,RNRICPLSLR,SLRS







HPCPLG,KSPLRSQANA,MSPHLRYRAY,SPMSPHLRYR,CL







WCHACLHR,CPHRLRSLPR,HPCCHYLRSR,HACPPGLRNR,L







PCPHRLRSL,RPLHLRLHAS,SPHHLRTPPH,HPHHLRTHLL,L







PHHRRTRSC,PPRLRSRTCL,SPLRSQANAL,CPRSCRCPHL,Y







LRSRNSAPG,YLRRLRSHTC,HAYALCLRSH,LRYRAYPPCL,R







AYPPCLWCH,HRLRSLPRPL,LRSLPRPLHL,LHLRLHASPH,LR







LHASPHHL,LRTPPHPHHL,HHLRTHLLPH,WRSHPCCHYL,C







HYLRSRNSA,LRSHTYLRRL,LRSHTCPPSL,LRSHAYALCL,LRS







HTCPPRL,LRNCTCPPRL,LRSHACPPNL,LRNHTCPPSL,LRSH







ACPPGL,LRNRICPLSL,LSLRSHPCPL,LRSQANALHL,SQANA







LHLRS,LHLRSCPCSL,LRSCPCSLPL,LSLGNHLCPL,CPPGLRS







HTY,CPPSLRSHAY



MLL2
c.1966de|C
p.L656f
EDSPMSPPPEESPMSPPPEVSRLSP[p.L
RLHASPHHL,SLRSHAYAL,RLRDHICPL,SLGNHLCPL,RLRSR
STAD




s
656fs]CLWCHACLHRLRNLPCPHRLRSL
TCLL,GLRNRICPL,SLRSHPCPL,HLRSCPC5L,HLGSHPCRL,H






PRPLHLRLHASPHHLRTPPHPHHLRTHL
LRTHLLPH,GLRSHTYLR,RTHLLPHHR,SQANALHLR,RLRNL






LPHHRRTRSCPCRWRSHPCCHYLRSRN
PCPH,RLRSLPRPL,RSLPRPLHL,HLRLHASPH,HLRTPPHPH,






SAPGPRGRTCHPGLRSRTCPPGLRSHTY
RTPPHPHHL,RTRSCPCRW,RWRSHPCCH,RSHPCCHYL,HY






LRRLRSHTCPPSLRSHAYALCLRSHTCPP
LRSRNSA,RSRNSAPGP,RGRTCHPGL,RSRTCPPGL,RSHTYL






RLRDHICPLSLRNCTCPPRLRSRTCLLCL
RRL,HTYLRRLRS,RLRSHTCPP,RSHTCPPSL,RSHAYALCL,RS






RSHACPPNLRNHTCPPSLRSHACPPGLR
HTCPPRL,RSRTCLLCL,RSHACPPNL,RNHTCPPSL,RSHACP






NRICPLSLRSHPCPLGLKSPLRSQANALH
PGL,RNRICPLSL,RSHPCPLGL,RSQANALHL,RSCPCSLPL,SL






LRSCPCSLPLGNHPYLPCLESQPCLSLGN
PLGNHPY,NLPCPHRLR,SLPRPLHLR,LLPHHRRTR,SHAYAL






HLCPLCPRSCRCPHLGSHPCRLS*
CLR,DHICPLSLR,EVSRI,PCL,LPRPLHLRL,RPLHLRLHA,SPH







HLRTPP,HPHHLRTHL,LPHHRRTRS,APGPRGRTC,CPLGLKS







PL,LPLGNHPYL,CPRSCRCPH,CPHLGSHPC,YLRSRNSAP,NL







RNHTCPP,VSRLSPCLW,WRSHPCCHY,RDHICPLSL,LESQP







CLSL,PPSLRSHAY,CPPRLRDHI,CPPGLRNRI,CSLPLGNHPY,







RLSPCLWCHA,SLPLGNHPYL,SLPRPLHLRL,GLKSPLRSQA,Y







LPCLESQPC,RLRNLPCPHR,RLRSLPRPLH,RLHASPHHLR,GL







RSHTYLRR,RSHAYALCLR,CLRSHTCPPR,SLRNCTCPPR,RSR







TCLLCLR,RSHPCPLGLK,RSLPRPLHLR,RTHLLPHHRR,RSHP







CCHYLR,RTCHPGLRSR,RSHTCPPSLR,RSHTCPPRLR,CTCP







PRLRSR,RSHACPPNLR,RSHACPPGLR,RSQANALHLR,LWC







HACLHRL,RNLPCPHRLR,HLRLHASPHH,HLRTPPHPHH,RT







PPHPHHLR,HLRTHLLPHH,HLLPHHRRTR,RTRSCPCRWR,R







SCPCRWRSH,RWRSHPCCHY,RSRNSAPGPR,RGRTCHPGL







R,GLRSRTCPPG,RSRTCPPGLR,RSHTYLRRLR,HTYLRRLRSH,







RLRSHTCPPS,SLRSHAYALC,RLRDHICPLS,RLRSRTCLLC,R







NHTCPPSLR,SLRSHACPPG,GLRNRICPLS,RNRICPLSLR,SL







RSHPCPLG,KSPLRSQANA,CLWCHACLHR,CPHRLRSLPR,H







PCCHYLRSR,HACPPGLRNR,LPCPHRLRSL,RPLHLRLHAS,S







PHHLRTPPH,HPHHLRTHLL,LPHHRRTRSC,PPRLRSRTCL,S







PLRSQANAL,CPRSCRCPHL,YLRSRNSAPG,YLRRLRSHTC,H







AYALCLRSH,HRLRSLPRPL,LRSLPRPLHL,LHLRLHASPH,LRL







HASPHHL,LRTPPHPHHL,HHLRTHLLPH,WRSHPCCHYL,CH







YLRSRNSA,LRSHTYLRRL,LRSHTCPPSL,LRSHAYALCL,LRSH







TCPPRL,LRNCTCPPRL,LRSHACPPNL,LRNHTCPPSL,LRSHA







CPPGL,LRNRICPLSL,LSLRSHPCPL,LRSQANALHL,SQANAL







HLRS,LHLRSCPCSL,LRSCPCSLPL,LSLGNHLCPL,CPPGLRSH







TY,CPPSLRSHAY



MLL2
c.7061de|C
p.P235
APLTPRASQVEPQSPGLGLRPQEPP[p.P
RLWHLLLQV,ALAPTLTHM,LQVTQTSFA,VTQTSFALA,QVT
STAD




4fs
2354fs]LPRLWHLLLQVTQTSFALAPTL
QTSFAL,QTSFALAPT,LPRLWHLLL,LLQVTQTSF,GLRPQEP






THMLSPH*
PL,TQTSFALAP,TSFALAPTL,FALAPTLTH,RLWHLLLQVT,







LAPTLTHML,LLQVTQTSFA,LQVTQTSFAL,LLLQVTQTSF,Q







VTQTSFALA,QTSFALAPTL,RPQEPPLPRL,FALAPTLTHM,







TQTSFALAPT



MLL3
c.1066C>A
p.Q356
IDQAPERSKEDANCAVCDSPGDLLD[p.
LLDKFFCTT,SPGDLLDKF,SPGDLLDKFF
LUAD




K
Q356K]KFFCTTCGQHYHGMCLDIAVT







PLKRA




MLL3
c.1179C>A
p.N393
GMCLDIAVTPLKRAGWQCPECKVCQ[p.
KCKQSGEDSK
LUAD




K
N393K]KCKQSGEDSKMLVCDTCDKGY







HTFCL




MLL3
c.13488de|
p.F449
TSGCHRFRCTNIYHFTCAIKAQCMF[p.F
FLRTKLCFA,AIKAQCMFL,AQACMFLRTK,MFLRTKLCF,RTKL
STAD



T
6fs
4496fs]LRTKLCFAPCTNQREFMSKN*
CFAPC,CFAPCTNQR,AIKAQCMFLR,KAQCMFLRTK,CTNQ







REFMSK,CMFLRTKLCF,RTKLCFAPCT,FLRTKLCFAP,AQCM







FLRTKL,FAPCTNQREF



MLL5
c.197A>G
p.Y66C
YPHQLYTSSSHHSHSYIGLPYADHN[p.Y
LPYADHNCGA
TGCT





66C]CGARPPPTPPASPPPSVLISKNEVG







I




MLXIP
c.2368A>C
p.S790
NWKFWVFSILIRPLFESFNGMVSTA[p.S
STARVHTLR,RVHTLRQTS,GMVSTARVH,VSTARVHTL,MV
KIRC


L

R
790R]RVHTLRQTSLAWLDQYCSLPALR
STARVHTL,VSTARVHTLR,RVHTLRQTSL,SFNGMVSTAR






PTV




MMA
c.976C>T
p.R326
RIQAEYVSALKLLRKRSQVWKPKVI[p.R
CISARSGEGI
CRC


A

C
326C]CISARSGEGISEMWDKMKDFQD







LMLA




MMP
c.190de|A
p.I64fs
ENYYDLKKDVKQFVRRKDSGPVVKK[p.I
KSEKCRSSL,KCRSSLDWR,KKSEKCRSSL,SEKCRSSLDW
STAD


3


64fs]SEKCRSSLDWR*




MMR
c.2751C>A
p.F917
QALQLQVLNSRFKALEAKSIHLSIN[p.F9
HLSINLFSL,NLFSLNKTL,SINLFSLNK,SIHLSINLF,KSIHLSINL,
UCEC


N1

L
17L]LFSLNKTLHEVLTMCHNASTSVSEL
LSINLFSLNK,KSIFHLSINLF,AKSIHLSINL,IHLSINLFSL






N




MMR
c.3037G>T
p.A101
RSLPGSLANVVKSQKQVKSLPKKIN[p.A
SLPKKINSL,SLKKPTVNL,KSLPKKINS,LPKKINSLK,SLPKKINS
LUAD


N1

3S
1013S]SLKKPTVNLTTVLIGRTQRNTDN
LK,KSLPKKINSL,KINSLKKPTV






IIY




MMS1
c.3013G>A
p.D100
ALTRLPTPVLLPYKPQVIRALAKPL[p.D1
ALAKPLNDK,LAKPLNDKK,RALAKPLNDK,ALAKPLNDKK
TGCT


9

5N
005N]NDKKRLVRKEAVSARGEWFLLG







SPGS




MN1
c.1415C>T
p.S472
APPYMNVAKRPRFDFPGSAGVDRCA[p.
RCALWNGSM
BLCA




L
S472L]LWNGSMHNGALDNHLSPSAY







PGLPGE




MOC
c.2545T>C
p.S849
NQHVFQKLSESRETKVNFGMYLMHA[p.
GMYLMHAPL,YLMHAPLDL,FGMYLMHAPL,YLMHAPLDL
KIRC


OS

P
S849P]PLDLSSPCFLSVGSQVLPVLKE
S,MYLMHAPLDL,APLDLSSPCF,LMHAPLDLSS






NVEG




MOCS
c.65de|C
p.P22fs
MSSLEISSSCFSLETKLPLSP[p.P22fs]H*
LETKLPLSPH
STAD


2







MOG
c.197_198i
p.Q66f
TRFWLLTVLYAAWWYLDRDKPRQGG[p.Q
HQVLDYMEV,GLFPHLAGQ,DYMEVHEGL,KPRQGGPAH,
LUAD


AT2
nsG
s
66fs]PAHPGHQVLDYMEVHEGLFP
GPAHPGHQV,RQGGPAHPG,YMEVHEGLF,HPGHQVLDY,






HLAGQDC*
EVHEGLFPH,HEGLFPHLA,DYMEVHEGLF,EVHEGLFPHL,







GPAHPGHQVL,RQGGPAHPGH,AHPGHQVLDY,HQVLDYM







EVH,LDYMEVHEGL,MEVHEGLFPH,HPGHQVLDYM



MORC
c.337G>T
p.D113
KRLSTLKFIGQYGNGLKSGSMRIGK[p.D
SMRIGKYFI,RIGKYFILF,KYFILFTKK,SGSMRIGKY,MRIGKYF
CRC


1

Y
113Y]YFILFTKKEETMTCVFFSQTFCEEE
IL,GSMRIGKYF,IGKYFILFTK,MRIGKYFILF,GSMRIGKYFI,S






S
MRIGKYFIL,KSGSMRIGKY,SGSMRIGKYF



MORC
c.2219G>A
p.R740
SDSAGEEDSADLKRAQKDKGLHVEV[p.
VEVHVNREW,HVNREWYTGR,VEVHVNREWY
CRC


2

H
R740H]HVNREWYTGRVTAVEVGKHV







VRWKVK




MPDZ
c.2410C>A
p.L804I
VRIGVAKPLPLSPEEGYVSAKEDSF[p.L8
SAKEDSFIY,KEDSFIYPP,VSAKEDSFIY,YVSAKEDSFI
CRC





04I]IYPPHSCEEAGLADKPLFRADLALV







G




MPDZ
c.4745de|A
p.K158
KLTIHAENPDSQAVPSAAGAASGEK[p.
GEKRTAPSL
STAD




2fs
K1582fs]RTAPSL*




MPRI
c.1052de|C
p.A351
SSDTRQGRSEKRAFPRKRDFTNEAP[p.
FTNEAPQLL,QLLSQTPRL,SQTPRLPPC,RDFTNEAPQL,SQT
STAD


P

fs
A351fs]QLLSQTPRLPPCLHTEEPSHWT
PRLPPCL,CLHTEEPSHW,NEAPQLLSQT






GGPRSPP*




MR1
c.137C>T
p.S46L
DSRTHSLRYFRLGVSDPIHGVPEFI[p.S4
VPEFILVGY,GVPEFILVGY,VPEFILVGYV
CRC





6L]LVGYVDSHPITTYDSVTRQKEPRAP







W




MRPL
c.700C>A
p.L234I
LRLEREKRARIKARKENLERKKAKI[p.L2
ILKKFPHLA,RKKAKIILK,IILKKFPHL,KAKIILKKF,RKKAKIILKK,
CRC


47


34I]ILKKFPHLAEAQKSSLV*
KIILKKFPHL,LERKKAKIIL,KKAKIILKKF



MRPS
c.355_357d
p.E119
SNKEIMEHIRKILGKNEETLREEEE[p.E1
REEEEKKQL
TGCT


25
e|GAG
de|
19de|]KKQLSHPANFGPRKYCLRECICE







VEGQV




MS4A
c.295G>A
p.V99
ALMSLSMGITMMCMASNTYGSNPIS[p.
ISMYIGYTI,TYGSNPISM,SMYIGYTIW,MYIGYTIWG,YGSN
BRCA


4A

M
V99M]MYIGYTIWGSVMFIISGSLSIA
PISMY,NPISMYIGY,ISMYIGYTIW,MYIGYTIWGS,TYGSNPI






AGIR
SMY,NTYGSNPISM



MS4A
c.8C>T
p.S3L
MN[p.S3L]LMTSAVPVANSVLVVAPHN
NLMTSAVPV,LMTSAVPVA,NLMTSAVPVA,MNLMTSAVP
CRC,UCEC


8B


GYPVTPG
V



MSH4
c.1392G>T
p.K464
KNCNTPLLRAYYGSLEDKRFGIILE[p.K4
IILENIKTV,RFGIILENI,GIILENIKTV,RFGIILENIK,KRFGIILENI
CRC




N
64N]NIKTVINDDARYMKGCLNMRTQK







CYA




MSH4
c.2188G>A
p.E730
YVPAEYSSFRIAKQIFTRISTDDDI[p.E73
KTNSSTFMK,KTNSSTFM
UCEC




K
0K]KTNSSTFMKEMKEIAYILHNANDKS







L




MSH6
c.1727A>C
p.D576
GHTRAYGVCFVDTSLGKFFIGQFSD[p.D
FSDARHCSR,DARHCSRFR,GQFSDARHC,SDARHCSRF,FSD
TGCT




A
576A]ARHCSRFRTLVAHYPPVQVLFEK
ARHCSRF,KFFIGQFSDA,FFIGQFSDAR,QFSDARHCSR,GQF






GNL
SDARHCS,ARHCSRFRTL



MSH6
c.3254_325
p.T108
LANYSRGGDGPMCRPVILLPEDTPP[p.
LLPEDTPPL,LPEDTPPLL,ILLPEDTPPL,LLPEDTPPLL
CRC,STAD



5insC
5fs
T1085fs]LLRA*




MSH6
c.3284G>A
p.R109
GDGPMCRPVILLPEDTPPFLELKGS[p.R
GSHHPCITK,KGSHHPCITK,ELKGSHHPCI,SHHPCITKTF,LEL
CRC




5H
1095H]HHPCITKTFFGDDFIPNDILIGCE
KGSHHPC






EE




MSLN
c.202A>C
p.T68P
MTSARRRTDVGPRVAFTYPCTQLSP[p.
QLSPPRAHR,SPPRAHRHL,TQLSPPRAH,PPRAHRHLPV
PRAD


L


T68P]PRAHRHLPVHTVTYPCTQLSPTR







AHS




MST1
c.1304de|A
p.N435
AETPHKPQFTFTSEPHAQLEENFCR[p.N
GWIGWISGV,WISGVPSCA,RTQMGIAMG,QTRCSLRSV,R
KIRP




fs
435fs]TQMGIAMGPGATRWTQGPHS
CSLRSVAR,AIRATHPGQ,HQSWTPQTR,HPGQSACGI,EEN






TTVPCDAALMTSRHQSWTPQTRCSLRS
FCRTQM,CRTQMGIAM,SLRSVARGW,ISGVPSCAW,RATH






VARGWIGWISGVPSCAWLGAIRATHP
PGQSA,SLRSVARGWI,SVARGWIGWI,QTRCSLRSVA,RGW






GQSACGIGRASISAGGL*
IGWISGV,AIRATHPGQS,WTPQTRCSLR,VPSCAWLGAI,FC







RTQMGIAM,LEENFCRTQM,CSLRSVARGW,RSVARGWIG







W,WISGVPSCAW



MST1
c.1390A>G
p.M46
FNGLLGPVQVTALYVTRLDNVTVAH[p.
VTVAHVGTM,RLDNVTVAHV
KIRC


R

4V
M464V]VGTMDGRILQVELVRSLNYLLY







VSNF




MTG1
c.315de|A
p.L105f
LNKMDLADLTEQQKIMQHLEGEGLK[p.
HLEGEGLKM,LKMSFLPTV,GEGLKMSFL,GLKMSFLPTV,LE
STAD




s
L105fs]MSFLPTV*
GEGLKMSF



MTG1
c.981de|C
p.H327
DFLQTFRRGLLGSVMLDLDVLRGHP[p.
RLCPELVRV,RLRLCPELV,RAGGMWPPR,MWPPRPPDL,VL
STAD




fs
H327fs]RLRLCPELVRVGRAGGMWPP
RGHPRLR,RGHPRLRLC,LVRVGRAGG,HPRLRLCPE,RVGRA






RPPDLGG*
GGMW,GMWPPRPPDL,RLRLCPELVR,VLRGHPRLRL,LVR







VGRAGGM,DLDVLRGHPR,DVLRGHPRLR,HPRLRLCPEL



MTIF2
c.326de|A
p.N109
STKSKKVVEVWIGMTIEELARAMEK[p.
AMEKTQIMY,KTQIMYMKL,RAMEKTQIM,TQIMYMKLY,
STAD




fs
N109fs]TQIMYMKLY*
MEKTQIMYM,KTQIMYMKLY,RAMEKTQIMY,MEKTQIMY







MK,ARAMEKTQIM,AMEKTQIMYM



MTM
c.577de|A
p.K193f
DEALRKVATFRHGGRFPVLSYYHKK[p.K
SYYHKKMGW,VLSYYHKKM,LSYYHKKMGW
KICH


R9

s
193fs]MGW*




MTOR
c.4379T>C
p.L146
YAMKHFGELEIQATWYEKLHEWEDA[p.
APVAYDKKM,HEWEDAPVA,KLHEWEDAPV,HEWEDAPV
KIRC




0P
L1460P]PVAYDKKMDTNKDDPELML
AY






GRMRCLE




MTOR
c.4448G>T
p.C148
DALVAYDKKMDTNKDDPELMLGRMR[p.
LMLGRMRFL,RFLEALGEW,LGRMRFLEA,RMRFLEALG,EL
KIRC




3F
C1483F]FLEALGEWGQLHQQCCEK
MLGRMRF,GRMRFLEAL,MLGRMRFLEA,RMRFLEALGE,E






WTLVNDET
LMLGRMRFL,LGRMRFLEAL,MRFLEALGEW



MTOR
c.6644C>A
p.S221
EDLRQDERVMQLFGLVNTLLANDPT[p.
LLANDPTYL,LANDPTYLR,TYLRKNLSI,TLLANDPTY,TLLAN
UCEC




5Y
S2215Y]YLRKNLSIQRYAVIPLSTNSGLI
DPTYL,LLANDPTYLR,LANDPTYLRK,NTLLANDPTY,YLRKNL






GWV
SIQR



MTUS
c.3013C>T
p.R100
YPKQRTAAARNGFPPKPDPQAREAE[p.
EAEWQLVLR,REAEWQLVL,AEWQLVLRL,DPQAREAEW,A
STAD


2

5W
R1005W]WQLVLRLKERCEQQTRQLGV
EWQLVLRLK






AQGELK




MUC1
c.15355C>T
p.P511
LPNFSSTSDKILATSKDSKDTKEIF[p.P51
DTKEIFSSI,KEIFSSINT,KDTKEIFSSI
SKCM


6

9S
19S]SSINTEETNVKANNSGHESHSPAL







AD




MUC1
c.18466G>A
p.A615
PDISPEASSSHSNSPPLTISTHKTI[p.A61
TTQTGPSGV,ITTQTGPSGV
STAD


6

6T
56T]TTQTGPSGVTSLGQLTLDTSTIATS







A




MUC1
c.25817G>A
p.R860
ESISSSPHPVTALLTLGPVKTTDML[p.R8
MLHTSSEPET
CRC


6

6H
606H]HTSSEPETSSPPNLSSTSAEILATS







E




MUC1
c.31355_31
p.P104
GIMEHITKIPNEAAHRGTIRPVKGP[p.P
RPVKGPSDI,VKGPSDIHF
KICH


6
356insC
52fs
10452fs]SDIHFACQS*




MUC1
c.33014C>T
p.T110
VLPEVPGMVTSLVASSRAVTSTTLP[p.T
AVTSTTLPI,LPILTLSPG,RAVTSTTLPI
CLL


6

05I
H005I]ILTLSPGEPETTPSMATSHGAE







ASST




MUC1
c.33778C>G
p.P112
IDSWVAHPGTEASSVVPTLTVSTGE[p.P
STGEAFTNI,EAFTNISLV,LTVSTGEAF,GEAFTNISL,TLTVST
KIRC


6

60A
11260A]AFTNISLVTHPAESSSTLPRTTS
GEAF,GEAFTNISLV






RFS




MUC1
c.34782C>A
p.N115
YEPETTATWLTHPAETSTTVSGTIP[p.N
TTVSGTIPK,GTIPKFSHR,STTVSGTIPK,TTVSGTIPKF
LUSC


6

94K
11594K]KFSHRGSDTAPSMVTSPGVDT







RSGVP




MUC1
c.38321G>
p.R127
SGCRLTLLRSEKDGAATGVDAICTH[p.R
HLDPKSPGV,AICTHHLDPK
HNSC


6
A
74H
12774H]HLDPKSPGVDREQLYWELSQL







TNGIK




MUC1
c.13244G>
p.R441
LVYGLVGAGVVLMLIILVALLMLVF[p.R44
LLMLVFHSK,VFHSKREVK,LMLVFHSKR,MLVFHSKREV,
BRCA


7
A
5H
15H]HSKREVKRQKYRLSQLYKWQEE
ALLMLVFHSK,LVFHSKREVK,HSKREVKRQK,LLMLVFHSKR,VF






DSGP
HSKREVKR



MUC1
c.229G>A
p.V77
CQQLSQHVRTGSAANTATGTTSTNV[p.
NVMEPRMYL,TSTNVMEPR,MEPRMYLSC,STNVMEPRMY,
GBM


7

M
V77M]MEPRMYLSCSTNPEMTSIESSV
TTSTNVMEPR,NVMEPRMYLS,ATGTTSTNVM






TSDT




MUC1
c.3680_368
p.R122
PTAEVTSMPTSTPGERSTPLTSMPV[p.
TSMPVSTHA,VSTHASGQF,MPVSTHASG,LTSMPVSTHA,
KIRC


7
1insC
7fs
R1227fs]STHASGQF*
MPVSTHASGQ



MUC1
c.3683de|A
p.H122
TAEVTSMPTSTPGERSTPLTSMPVR[p.
FQHLPLTPA,HLPLTPAHL,LTSMPVRPR,PVRPRQWPV,RPR
KIRC


7

8fs
H1228fs]PRQWPVLRLAPFQHLPLTPA
QWPVLR,RQWPVLRLA,WPVLRLAPF,LRLAPFQHL,LAPFQ






HL*
HLPL,RLAPFQHLPL,VLRLAPFQHL,QWPVLRLAPF,PVRPR







QWPVL,MPVRPRQWPV,RPRQWPVLRL,FQHLPLTPAH,TS







MPVRPRQW,RQWPVLRLAP



MUC1
c.6836C>A
p.T227
STEATSSPTTAEGTSIPTSTLSEGT[p.T22
TLSEGTNPL,TLSEGTNPLT,GTNPLTSIPV,STLSEGTNPL,SEG
TGCT


7

9N
79N]NPLTSIPVSHTLVANSEVSTLSTTP
TNPLTSI,NPLTSIPVSH






V




MUC2
c.4703C>T
p.T156
TTTVTPTPTPTGTQTPTTTPITTTT[p.T1
TTPITTTTM,TPITTTTMV,TTTTMVTPT,TTMVTPTPT,MVT
TGCT




8M
568M]MVTPTPTPTGTQTPTSTPITTTT
PTPTPT,TTTPITTTTM,TTPITTTTMV,TMVTPTPTPT,TPITT






TVT
TTMVT



MUC2
c.4739C>A
p.T158
TQTPTTTPITTTTTVTPTPTPTGTQ[p.T1
TQNPTSTPI,TQNPTSTPIT
TGCT




0N
580N]NPTSTPITTTTTVTPTPTPTGTQT







PT




MUC2
c.4745C>G
p.T158
TPTTTPITTTTTVTPTPTPTGTQTP[p.T1
TQTPRSTPI,GTQTPRSTPI,TPRSTPITTT
KIRP




2R
582R]RSTPITTTTTVTPTPTPTGTQTPTTT




MUC2
c.4790C>T
p.T159
TPTPTGTATPTSTPITTTTTVTPTP[p.T1
TTTVTPTPI,TTTTVTPTPI,TTVTPTPIPT,
TGCT




7I
597I]IPTGTQTPTTTPITTTTTVTPTPTPT




MUC2
c.5111C>T
p.T170
TTTTTVTPTPTPTGTQTPTSTPITT[p.T1
TTITTVTPT,TPITTITTV,STPITTITTV,TPITTITTVT,
TGCT




4I
704I]ITTVTPTPTPTGTQTPTPTPISTTTT
TPTSTPITTI



MUC2
c.5117C>T
p.T170
TTTVTPTPTPTGTQTPTSTPITTN[p.T1
TPITTTTMV,TTTTMVTPT,TTMVTPTPT,MVTPTPTPT,STPI
TGCT




6M
706M]MVTPTPTPTGTQTPTPTPISTTT
TTTTMV,TSTPITTTTM,TMVTPTPTPT,TPITTTTMVT






TVT




MUC2
c.5143G>A
p.G171
PTGTQTPTSTPITTTTTVTPTPTPT[p.G1
STQTPTPTPI
TGCT




5S
715S]STQTPTPTPISTTTTVTPTPTPTGT







Q




MUC2
c.5165C>T
p.T172
TSTPITTTTTVTPTPTPTGTQTPTP[p.T1
IPISTTTTV,TQTPTPIPI,TPIPISTTT,TPIPISTTTT,IPISTTTTVT
KIRP




2I
722I]IPISTTTTVTPTPTPTGTQTPTTTPI




MUC5
c.2041A>G
p.S681
YMGIFLVIETHGMAVSWDRKTSVFI[p.S
KTSVFIGLH,FIGLHQDYK,VFIGLHQDY,RKTSVFIGL,GLHQD
ACC


B

G
681G]GLHQDYKGRVCGLCGNFDDNAI
YKGRV,VFIGLHQDYK,SVFIGLHQDY






NDFA




MUC5
c.2045A>G
p.D682
MGIFLVIETHGMAVSWDRKTSVFIR[p.D6
FIRRHQDYK,KTSVFIRRH,VFIRRHQDY,VFIRRHQDYK,SVFI
ACC,KIRP


B

G
82G]RHQDYKGRVCGLCGNFDDNAINDFAT
RRHQDY



MUC6
c.4707_470
p.P156
ITPNPTSTRTRTPVAHTNSATSSRP[p.P1
CTDGHFCLH,YLSNPITPS,YIPTFTHFL,FLHLFGDSK,CLHPLN
KIRC



8insA
9fs
569fs]TTTLHHTLPTYREQSLLFHRSHD
ANR,TYREQSLLF,SRSTFLHLF,KYSHSHHPY,SQNLYIPTF,






GNILQDHHYLSNPITPSDHTSHSRSTFL
LYIPTFTHF,SSRPTTTLH,TSHSRSTFL,HSRSTFLHL,RSTFLH






HLFGDSKYSHSHHPYPCTDGHFCLHPL
LFG,RVHPHSANN,TLHHTLPTY,LHLFGDSKY,LIKHSQNLY,FTHF






NANRHDSSTDNAQGHRVHPHSANND
LHTPC,LPTYREQSL,HPHSANNDA,ELIKHSQNL,HTSHSRST






ADHQRDQPSPELIKHSQNLYIPTFTHFL
F,TSSRPTTTL,HRSHDGNIL,GNILQDHHY,HHYLSNPIT,SKY






HTPC*
SHSHHP,AQGHRVHPH,IKHSQNLYI,HPYPCTDGH,IPTFTH







FLH,TTLHHTLPTY,STDNAQGHRV,LIKHSQNLYI,TLHHTLPT







YR,TSHSRSTFLH,TFLHLFGDSK,PTYREQSLLF,HSRSTFLHLF,







HSQNLYIPTF,NLYIPTFTHF,LYIPTFTHFL,ATSSRPTTTL,SSR







PTTTLHH,HTSHSRSTFL,RVHPHSANND,HQRDQPSPEL,FL







HLFGDSKY,SKYSHSHHPY,ELIKHSQNLY,RPTTTLHHTL,LPT







YREQSLL,HPYPCTDGHF,EQSLLFHRSH,FHRSHDGNIL,SHS







RSTFLHL,HLFGDSKYSH,YSHSHHPYPC,KHSQNLYIPT,SQN







LYIPTFT,YPCTDGHFCL,REQSLLFHRS,QDHHYLSNPI,IPTFT







HFLHT



MUC6
c.5930C>A
p.P197
AHTTSASSSRLPTPFTTHSPPTGSS[p.P1
SHFSSTGPM,SSHFSSTGPM,HSPPTGSSHF,SHFSSTGPMT
TGCT




7H
977H]HFSSTGPMTATSFQTTTTYPTPS







HPQ




MUC6
c.6000C>G
p.H200
SSPFSSTGPMTATSFQTTTTYPTPS[p.H
TPSQPQTTL,SQPQTTLPT,SQPQTTLPTH,QPQTTLPTHV
TGCT




0Q
2000Q]QPQTTLPTHVPPFSTSLVTPSTH







TVI




MUC6
c.6387_638
p.2129_
SPITTQLPHLSSATTPVSTTNQLSS[p.21
STTNQLSSF,NQLSSFSPS,VSTTNQLSSF,NQLSSFSPSP
STAD



9de|CTC
2130S
29_2130SS>S]FSPSPSAPSTVSSYVPSS






S>S
HSSPQTSSPS




MUC7
c.1007C>T
p.S336
PNSSPTTLAPDTSETSAAPTHQTTT[p.S
APTHQTTTL,HQTTTLVTT,LVTTQTTTTK,APTHQTTTLV,HQ
UCEC




L
336L]LVTTQTTTTKQPTSAPGQNKISRF
TTTLVTTQ






LL




MVK
c.412de|C
p.P138f
YLSICRKQRALPSLDIVVWSELPPG[p.P1
RAWAPAPPT,APAPPTRCV,SELPPGRAW,RAWAPAPPTR,
STAD




s
38fs]RAWAPAPPTRCVWQQPS*
VVWSELPPGR,WAPAPPTRCV,LPPGRAWAPA,APAPPTRC







VW,SELPPGRAWA



MXRA
c.970G>T
p.D324
EEDGGSQLILEKFQLPQWSISLNMT[p.
WSISLNMTY,MTYEHGNMV,NMTYEHGNM,YEHGNMVN
LUAD


5

Y
D324Y]YEHGNMVNLVCDIKKPMDVYK
L,NMTYEHGNMV,TYEHGNMVNL,QWSISLNMTY,LNMTY






IHLNQ
EHGNM,YEHGNMVNLV



MYB
c.1443de|A
p.R481f
ESSLDPPKVLPPARHSTIPLVILRK[p.R48
VILRKNGAR,ILRKNGARPA,LVILRKNGAR
STAD




s
1fs]NGARPAP*




MYBP
c.1937G>A
p.R646
TNPVGEDVASIFLQWDVPDPPEAV[p.
PEAVHITSV,VPDPPEAVHI
UCEC


C2

H
R646H]HITSVGEDWAILVWEPPMYDG







GKPVT




MYD8
c.719T>C
p.M24
TCVWSIASELIEKRLARRPRGGCRR[p.M
TVVVVSDDY,RPRGGCRRT,RTVVVVSDDY,TVVVVSDDYL,
CLL


8

0T
240T]TVVVVSDDYLQSKECDFQTKFAL
RPRGGCRRTV






SLS




MYD8
c.752G>A
p.S251
EKRLARRPRGGCRRMVVVVSDDYLQ[p.
YLQNKECDF,VVSDDYLQNK,NKECDFQTKF
DLBCL


8

N
S251N]NKECDFQTKFALSLSPGAHQK







RLIPI




MYD8
c.818T>C
p.L273
YLQSKECDFQTKFALSLSPGAHQKR[p.L
HQKRPIPIK,RPIPIKYKA,QKRPIPIKY,AHQKRPIPIK,QKRPIPI
CLL,DLB


8

P
273P]PIPIKYKAMKKEFPSILRFITVCDYT
KYK,HQKRPIPIKY,SPGAHQKRPI,RPIPIKYKAM
CL


MYEF
c.967A>G
p.K323
LFDRPMHVKMDDKSVPHEEYRSHDG[p.
ETPQLPRGL,RSHDGETPQL,GETPQLPRGL
TGCT


2

E
K323E]ETPQLPRGLGGIGMGLGPGG







QPISAS




MYEO
c.807de|G
p.L269f
CSTWGLPLRVAGSWLTVVTVEALGG[p.
ALGGGAWEL,SLVEDVLCA,GLARWGPLC,LVEDVLCAK,KW
STAD


V

s
L269fs]GAWELGGLARWGPLCTHPQC
FICPASF,SSSSSSSLV,CAKWFICPA,DVLCAKWFI,HPQCQVL






QVLLLSSSTTSSSSSSSSSSLVEDVLCAK
LL,VEALGGGAW,WELGGLARW,CQVLLLSSS,SFNPQNDS






WFICPASFNPQNDSMR*
M,SLVEDVLCAK,SSSSSSSSLV,SFNPQNDSMR,VTVEALGG







GA,EALGGGAWEL,LARWGPLCTH,CQVLLLSSST,AKWFICP







ASF,ASFNPQNDSM,WELGGLARWG



MYEO
c.905T>A
p.L302
RRTGQVGPTMHPPPVSGASPLLLHH[p.
LLLHHHLLL,LLHHHLLLL,SPLLLHHHL,LHHHLLLLL,LLLHHHL
TGCT


V

H
L302H]HLLLLLIIILTC*
LLL,LLHHHLLLLL,SPLLLHHHLL,LHHHLLLLLI,HHHLLLLLII



MYH1
c.3271_327
p.L109
MISDLEERLKKEEKTRQELEKAKRK[p.L1
KAKRKPRRG,RPAGPDRRA,KPRRGDDRPA,RPAGPDRRAA
LUAD


0
2insC
1fs
091fs]PRRGDDRPAGPDRRAAGAD*




MYH1
c.2977G>A
p.E993
EEEAARQKLQLEKVTAEAKIKKLED[p.E
KLEDKILVM,KKLEDKILVM
HNSC


1

K
993K]KILVMDDQNNKLSKERKLLEERIS







DL




MYH1
c.3787_378
p.K126
KENADLAGELRVLGQAKQEVEHKKK[p.
VEHKKKLEA,KQEVEHKKKL
STAD


1
9de|AAG
3de|
K1263de|]LEAQVQELQSKCSDGERAR







AELNDKVHK




MYH1
c.931G>A
p.D311
HIFYQIMSNKKPELIDLLLISTNPF[p.D31
LISTNPFNF,STNPFNFPF,TNPFNFPFV,NPFNFPFVS,STNPF
CRC


3

N
1N]NFPFVSQGEVTVASIDDSEELLATD
NFPFV,LLISTNPFNF,ISTNPFNFPF






N




MYH4
c.2369C>T
p.T790
TKVFFKAGLLGTLEEMRDEKLAQLI[p.T
KLAQLIMRT,QLIMRTQAI,IMRTQAICR,AQLIMRTQA,DEK
LUAD




M
790M]MRTQAICRGFLMRVEFRKMME
LAQLIM,LIMRTQAICR,IMRTQAICRG,RDEKLAQLIM,AQLI






RRESI
MRTQAI,MRTQAICRGF



MYH6
c.2540C>T
p.T847
AFMGVKNWPWMKLYFKIKPLLKSAE[p.
LLKSAEMEK,KPLLKSAEM,KSAEMEKEM,AEMEKEMAT,E
BRCA




M
T847M]MEKEMATMKEEFGRIKETLEK
MEKEMATM,IKPLLKSAEM,LKSAEMEKEM,AEMEKEMAT






SEARR
M



MYH7
c.4459G>A
p.A148
ESQSELESSQKEARSLSTELFKLKN[p.A1
TYEESLEHL,ELFKLKNTY,LKNTYEESL,KLKNTYEESL,NTYEES
KIRP




7T
487T]TYEESLEHLETFKRENKNLQEEISD
LEHL,TELFKLKNTY






L




MYH7
c.5065C>T
p.R168
NDDLKENIAIVERRNNLLQAELEEL[p.R
AELEELCAV,EELCAVVEQ,AELEELCAVV,EELCAVVEQT
CRC




9C
1689C]CAVVEQTERSRKLAEQELIETSE







RVQ




MYH8
c.2354C>T
p.A785
KFGHTKVFFKAGLLGLLEEMRDEKL[p.A
KLVQIITRT,VQIITRTQA,DEKLVQIIT,VQIITRTQAV,EMRDE
TGCT




V
785V]VQIITRTQAVCRGFLMRVEYQK
KLVQI






MLQR




MYH8
c.3016C>A
p.H100
LTEEMAGLDETIAKLSKEKKALQET[p.H
LQETNQQTL,ALQETNQQTL
LUAD




6N
1006N]NQQTLDDLQAEEDKVNILTKAK







TKLE




MYH8
c.3143G>A
p.R104
LTKAKTKLEQQVDDLEGSLEQEKKL[p.R
KLQMDLERA,LEQEKKLQM,LQMDLERAK,QEKKLQMDL,K
CRC




8Q
1048Q]QMDLERAKRKLEGDLKLAQES
LQMDLERAK






TMDME




MYH8
c.3349C>T
p.R111
NLISKIEDEQAVEIQLQKKIKELQA[p.R1
KIKELQACI,KKIKELQAC,KKIKELQACI,KELQACIEEL
LUAD




7C
117C]CIEELGEEIEAERASRAKAEKQRS







DL




MYO1
c.627de|C
p.P209f
PRPGHRSRAPELVTKKFPVDLRLPP[p.P
GVWSTLLSL,RLMGTMWRA,TMWRASPGM,VWSTLLSLV,
STAD


8A

s
209fs]WCPCPHLPSGSWSCNDGPLETL
VQAPRTWPW,WWRLMGTMW,RARPVGVWS,GTMWRA






ASPCGAQPCWIGAPRARPVGVWSTLL
SPG,MWRASPGMR,QPCWIGAPR,CWIGAPRAR,LLSLVQA






SLVQAPRTWPWGWCQEIDWWRLMG
PR,ETLASPCGA,CPHLPSGSW,APRARPVGV,RPVGVWSTL,






TMWRASPGMRLWR*
SLVQAPRTW,QEIDWWRLM,WRASPGMRL,RASPGMRL







W,LPPWCPCPH,SPCGAQPCW,WPWGWCQEI,GVWSTLL







SLV,WIGAPRARPV,TMWRASPGMR,TLLSLVQAPR,RASPG







MRLWR,TWPWGWCQEI,DWWRLMGTMW,MWRASPG







MRL,RARPVGVWST,GTMWRASPGM,WWRLMGTMWR,







FPVDLRLPPW,APRARPVGVW,RPVGVWSTLL,GSWSCND







GPL,VGVWSTLLSL,LSLVQAPRTW,LVQAPRTWPW,CQEID







WWRLM,IDWWRLMGTM,WRASPGMRLW,LETLASPCGA,







LPPWCPCPHL



MYO1
c.326C>T
p.T109
AAYKAMKRRSKDTCIVISGESGAGK[p.T
GAGKMEASK,AGKMEASKY,GKMEASKYI,KMEASKYIM,SG
GBM


D

M
109M]MEASKYIMQYIAAITNPSQRAEV
AGKMEASK,GAGKMEASKY,MEASKYIMQY,GKMEASKYI






ERV
M,GESGAGKMEA



MYO1
c.736G>A
p.E246
LQKSLSSYNYIHVGAQLKSSINDAA[p.E
KSSINDAAK,SINDAAKFR,KFRVVADAM,DAAKFRVVA,SSI
CRC


D

K
246K]KFRVVADAMKVIGFKPEEIQTVY
NDAAKF,SINDAAKFRV,SSINDAAKFR,AAKFRVVADA,KFR






KIL
VVADAMK,KSSINDAAKF,AKFRVVADAM



MYO3
c.1573A>C
p.N525
AVVGAQISEYLLEKSRVIHQAIGEK[p.N5
AIGEKHFHI,IGEKHFHIF,KHFHIFYYI,HFHIFYYIY,HQAIGEK
CRC


A

H
25H]HFHIFYYIYAGLAEKKKLAHYKLPE
HF,GEKHFHIFY,EKHFHIFYY,HFHIFYYIYA,IGEKHFHIFY,GE






N
KHFHIFYY,KHFHIFYYIY,QAIGEKHFHI,IHQAIGEKHF,AIGEK







HFHIF



MYO3
c.1574A>G
p.N525
AVVGAQISEYLLEKSRVIHQAIGEK[p.N5
AIGEKSFHI,KSFHIFYYI,GEKSFHIFY,SFHIFYYIY,HQAIGEKS
KIRC,OV


A

S
25S]SFHIFYYIYAGLAEKKKLAHYKLPEN
F,IGEKSFHIF,EKSFHIFYY,KSFHIFYYIY,SFHIFYYIYA,IGEKSF







HIFY,GEKSFHIFYY,QAIGEKSFHI,IHQAIGEKSF,HQAIGEKSF







H,AIGEKSFHIF



MYO5
c.1214C>T
p.A405
KLVTTSETYVKTMSLQQVINARNAL[p.A
VINARNALV,LVKHIYAQL,RNALVKHIY,VKHIYAQLF,ALVKH
BRCA


B

V
405V]VKHIYAQLFGWIVEHINKALHTSL
IYAQL,QVINARNALV,VINARNALVK,RNALVKHIYA,LVKHI






KQ
YAQLF,ARNALVKHIY



MYO5
c.2123G>T
p.R708
VLETIRISAAGYPSRWAYHDFFNRY[p.R
FFNRYLVLV,DFFNRYLVL,FNRYLVLVK,HDFFNRYLV,AYHD
LUAD


B

L
708L]LVLVKKRELANTDKKAICRSVLEN
FFNRYL,HDFFNRYLVL






LI




MYO6
c.2742_274
p.Q914
EQIQKEYDALVKSSEELLSALQKKK[p.Q
KTAGRGSRK,LQKKKTAGR,GSRKAEAYS,EAYSRRNGK,YSR
GBM



3insA
fs
914fs]TAGRGSRKAEAYSRRNGKGKKK
RNGKGK,RGSRKAEAY,KTAGRGSRKA,GSRKAEAYSR,AYSR






T*
RNGKGK,YSRRNGKGKK



MYO6
c.3538G>A
p.D118
IPARQREIEMNRQQRFFRIPFIRPA[p.D
FIRPANQYK,IPFIRPANQY
CRC




0N
1180N]NQYKDPQSKKKGWWYAHFDG







PWIARQ




MYO7
c.6119C>A
p.P204
KQTSEPSYPDVILIAINRHGVLLIH[p.P20
VLLIHHKTK,LLIHHKTKDL,GVLLIHHKTK,RHGVLLIHHK,HKT
LUAD


B

0H
40H]HKTKDLLTTYPFTKISSWSSGSTYF
KDLLTTY






H




MYO9
c.500G>A
p.R167
QPQQKDFDDLCSLPDLNEKTLLENL[p.R
LQNRFKHEK,TLLENLQNR,LLENLQNRF,KTLLENLQNR,TLL
CRC


A

Q
167Q]QNRFKHEKIYTYVGSILIVINPFKF
ENLQNRF,LQNRFKHEKI






L




MYO9
c.6536G>A
p.R217
FLRAMGLQERKETIRGVYSVIDQLS[p.R
SVIDQLSQT,QTHLNTLER,LSQTHLNTL,QLSQTHLNTL
CRC


A

9Q
2179Q]QTHLNTLERLIFHLVRIALQEDT







NRM




MYO9
c.281G>T
p.R94L
KESGGEEWVLDANDSPVHRVLLWPR[p.
RVLLWPRLA,HRVLLWPRL
LUAD


B


R94L]LAQDEHPQEDGYYFLLQERNAD







GTIK




MYOC
c.1478C>T
p.T493
AGSLPDTFNDASPSFGLHPSPVHVC[p.T
HPSPVHVCM,MEESLMSSL,CMEESLMSSL,VHVCMEESLM
HNSC


D

M
493M]MEESLMSSLNGGSVPSELDGLD







SEKD




MYOC
c.678de|C
p.G226
ENDRNDSASQPSHQSDAGKQGLGPP[p.
GKQGLGPPA
STAD


D

fs
G226fs]APP*




MYOC
c.910_912d
p.Q310
AYARLLQQQQLFLQLQILSQQQQQQ[p.
SQQQQQQHRF
PRAD


D
e|CAG
de|
Q310de|]HRFSYLGMHQAQLKEPNEQ







MVRNPNSSS




MYOF
c.495_496i
p.G165
PGMGGDGEEDEGDEDRLDNAVRGPG[p.
GPGAQGASW,SACSEAHQSK,AVRGPGAQGA
LUAD



nsG
fs
G165fs]AQGASWDGVGSSACSEAH







QSKEQPADAVK*




MYO
c.188G>A
p.R63Q
VYTQGSTAYSSRSSAAHRRESEAFR[p.R
AFRQASASS,RESEAFRQA,SEAFRQASA,RQASASSSQ,AFR
HNSC


M1


63Q]QASASSSQQQASQHALSSEVSRK
QASASSS,RESEAFRQAS,RQASASSSQQ,SEAFRQASAS






AAS




MYO
c.2962G>A
p.D988
DHSKLYLKNPDKEDLGTYSVSVSDT[p.D
VSVSDTNG,DTNGVSSSF,NGVSSSFVL,SVSVSDTNG,DT
CESC


M2

N
988N]NGVSSSFVLDPEELERLMALSNEI
NGVSSSFV,SDTNGVSSSF






KN




MYOZ
c.751G>A
p.E251
LSGRRSFNRTPKGWISENIPIVITT[p.E2
TTKPTDDTTV
CRC


2

K
51K]KPTDDTTVPESEDL*




MYT1
c.676G>A
p.E226
AAEGAASEEGEKGLFIQPEDAEEVV[p.E
EVVKVTTER,AEEVVKVTT
CRC




K
226K]KVTTERSQDLCPQSLEDAASEESS







KQ




MYT1
c.1052C>A
p.P351
SLECLRNQCFDLARKLSETNPQERN[p.P
QERNQQQNM,QQQNMNIRQH
LUAD


L

Q
351Q]QQQNMNIRQHVRPEEDFPGRT







PDRNY




N4BP
c.1516C>T
p.R506
STKNKKRRKKRIFNLVPNFDLLGQS[p.R
LLGQSCIGV,FDLLGQSCI,LLGQSCIGVK
UCEC


2L2

C
506C]CIGVKEREKCDLLTKNHGLKITLG







EE




NAA1
c.551C>A
p.T184
RRQMDLKKGGYVVLGSRENQETQGS[p.
NQETQGSKL
LUAD


1

K
T184K]KLSDSEEACQQKNPATEESGS







DSKEP




NAA1
c.1542de|T
p.H514
CISAYQRLGRYGDALKKCHEVERHF[p.H
HEVERHFLR
STAD


6

fs
514fs]LR*




NAA2
c.2420C>A
p.S807
DIYELDTSGLEDTMEIQERIENSFK[p.S8
YLLDQLKDV,RIENSFKYL,IENSFKYLL,KYLLDQLKDV,YLLDQ
CRC


5

Y
07Y]YLLDQLKDVFSKCKGDLLEVKDGN
LKDVF,SFKYLLDQLK,QERIENSFKY,NSFKYLLDQL






LK




NAB1
c.216G>C
p.L72F
EEFLEIMALVGMASKPLHVRRLQKA[p.
RLQKAFRDW,HVRRLQKAF,LQKAFRDWV,RLQKAFRDWV,
LUAD





L72F]FRDWVTNPGLFNQPLTSLPVSSIP
HVRRLQKAFR,LHVRRLQKAF,RRLQKAFRDW,LQKAFRDW






IY
VT



NANO
c.548C>T
p.S183
KTQDTGHRRGGGGGAGFRGAGKSEP
RGAGKSEPL,EPLPSCSPSM,FRGAGKSEPL
HNSC


S3

L
[p.S183L]LPSCSPSMST*




NAP1L
c.1058C>G
p.P353
MIQKYDEPILKFLSDVSLKFSKPGQ[p.P3
RVSYTFEFH,PGQRVSYTF,QRVSYTFEF,SKPGQRVSY,RVSY
TGCT


3

R
53R]RVSYTFEFHFLPNPYFRNEVLVKTYI
TFEFHF,SLKFSKPGQR,FSKPGQRVSY,KPGQRVSYTF,GQRV







SYTFEF,LKFSKPGQRV



NAP1L
c.854_855C
p.P285
VTVKTIKKKQKHKGRGTVRTITKQV[p.P
VQNESFFNF,KQVQNESFF,TKQVQNESF,QVQNESFFNF,V
SKCM


4
C>AA
Q
285Q]QNESFFNFFNPLKASGDGESLDE
QNESFFNFF,ITKQVQNESF,TKQVQNESFF






DSEF




NAPS
c.362G>A
p.R121
DTGSSNLWVPSRRCHFFSVPCWLHH[p.
WLHHQFDPK,VPCWLHHQF,HQFDPKASS,WLHHQFDPKA,
UCEC


A

Q
R121Q]QFDPKASSSFQANGTKFAIQY
CWLHHQFDPK,SVPCWLHHQF,QFDPKASSSF,HQFDPKA






GTGRV
SSS



NARS
c.719C>G
p.P240
AFLTVSGQLHLEVMSGAFTQVFTFG[p.
FTFGRTFRA,FTQVFTFGR,VFTFGRTFR,QVFTFGRTF,QVFT
BRCA


2

R
P240R]RTFRAENSQSRRHLAEFYMIEA
FGRTFR,AFTQVFTFGR,TQVFTFGRTF






EISF




NAT1
c.1178T>C
p.I393T
IQYIHPADAVKLGQAELVVIDEAAA[p.I3
AAATPLPLV,AATPLPLVK,EAAATPLPL,TPLPLVKSL,IDEAAA
TGCT


0


93T]TPLPLVKSLLGPYLVFMASTINGYE
TPL,DEAAATPLP,VIDEAAATPL,AAATPLPLVK,EAAATPLPL






G
V,TPLPLVKSLL,DEAAATPLPL



NBPF1
c.2428G>A
p.E810
SSSHVEWEDAVHIIPENESDDEEEE[p.E
KKGPVSPRNL
MM




K
810K]KKGPVSPRNLQESEEEEVPQESW







DEG




NBPF1
c.73C>T
p.R25C
MVVSAGPWSSEKAEMNILEINEKL[p.R
KLCPQLAENK
PAAD


4


25C]CPQLAENKQQFGNLKERCFVTQL







AGF




NBPF1
c.1347de|T
p.D449
RELLDEKEPEVLQDSLDRCYSTPSD[p.D
RCYSTPSDI,TPSDILNCL,STPSDILNCL,RCYSTPSDIL
PAAD


6

fs
449fs]ILNCLT*




NBPF3
c.1472A>T
p.D491
QEEEEDQGPPCPRLSRELPEVVEPE[p.D
LPEVVEPEV,ELPEVVEPEV
KIRC




V
491V]VLQDSLDRWYSTPFSYPELPDSC







QPY




NCAM
c.2092G>T
p.G698
GYSEPTVYEFSMPPKPNIIKDTLFN[p.G
DTLFNCLGL,TLFNCLGLGA,IIKDTLFNCL,KDTLFNCLGL
LUAD


2

C
698C]CLGLGAVIGLGVAALLLILVVTDV







SC




NCAP
c.659G>T
p.R220
VSLVTGCCYRLLENPTINHQKNRPT[p.R
TLEAITHLL,KNRPTLEAI,LEAITHLLG,HQKNRPTLEA,RPTLE
LUAD


D2

L
220L]LEAITHLLGVALTRYNHMLSATVK
AITHL,INHQKNRPTL,QKNRPTLEAI,LEAITHLLGV






II




NCAP
c.2725de|C
p.Q909
ASSADADHSPSSQGSSEAPASQPPP[p.
QPPPRSEVL,RSEVLSCPL,EAPASQPPPR,SQPPPRSEVL
STAD


D3

fs
Q909fs]RSEVLSCPL*




NCAP
c.1398de|A
p.T466f
HWRFRPRRKQDAPSQSENKKKSTKK[p.
KMILTLMYI,MILTLMYIL,YILEKQRLL,ILKLTLKMI,TLKMILTL



H

s
T466fs]ILKLTLKMILTLMYILEKQRLLLF*
M,LTLMYILEK,MYILEKQRL,KKSTKKILK,KILKLTLKM,LKMIL
STAD






TLMY,LMYILEKQR,LKLTLKMIL,LTLKMILTL,LEKQRLLLF,KL







TLKMILTL,KMILTLMYIL,YILEKQRLLL,ILTLMYILEK,MYILEK







QRLL,ILEKQRLLLF,KKKSTKKILK,STKKILKLTL,TLKMILTLMY,







TLMYILEKQR,ILKLTLKMIL,KKSTKKILKL,KKILKLTLKM,LTL







KMILTLM,LKMILTLMYI,LMYILEKQRL



NCOA
c.3759_376
p.Q125
RSRELLSHHFRQQRVAMMMQQQQQ
QTAAAAAAA,MQQQQQQTA,QQQQQQTAA,QQQQQTA
PAAD


3
0de|GC
3fs
Q[p.Q1253fs]TAAAAAAAAATATATAT
AQ,QQQQTAAAA,QQQTAAAAA,QQTAAAAAA,MMMQQ






AATAANPGLQPTS*
QQQQT,MMQQQQQQTA,ATATATATAA,ATATATAATA,







QTAAAAAAAA,TAATAANPGL,MQQQQQQTAA,QQQQQ







QTAAA,QQQQQTAAAA,QQQQTAAAAA,QQQTAAAAAA,







QQTAAAAAAA



NCOA
c.1685G>A
p.R562
ADWVLPGKKMGNLSQLSSGEDKWLL
LLQKKAQEV,LQKKAQEVL,WLLQKKAQEV,LLQKKAQEVL,L
CRC


4

Q
[p.R562Q]QKKAQEVLLNSPLQEEHNFP
QKKAQEVLL






PDHYGL




NCOA
c.1107G>T
p.E369
DSRPIVPLEKSTGHTPTKPSGSSVS[p.E3
SSVSDKLKK,GSSVSDKLKK
UCEC


7

D
69D]DKLKKLDSSRETSHGSPTVTKLSKE







P




NCOR
c.4682G>A
p.R156
PGVDPWSHSPFDPHHRGSTAGEVY[p.
YQSHLPTHL,EVYQSFILPT,VYQSHLPTHL,EVYQSHLPTF,GE
HNSC


1

IQ
R1561Q]QSHLPTHLDPAMPFHRALDP
VYQSHLPT






AAAAYL




NCR1
c.772C>T
p.R258
TYLLTTETGLQKDHALWDHTAQNLL[p.
LLWMGLAFL,WMGLAFLVL,AQNLLWMGL,LWMGLAFLV,
UCEC




W
R258W]WMGLAFLVLVALVWFLVED
HTAQNLLWM,NLLWMGLAF,NLLWMGLAFL,LLWMGLAF






WLSRKRT
LV,WMGLAFLVLV,AQNLLWMGLA,LWMGLAFLVL,QNLL







WMGLAF



NDST
c.1279G>A
p.V427I
LNKKFALEHGIPTDMGYAVAPHHSG[p.
GIYPVHVQL,AVAPHHSGI,IYPVHVQLY,VAPHHSGIY,GIYP
LUAD


3


V427I]IYPVHVQLYEAWKKVWNIKITST
VHVQLY,AVAPHHSGIY,YAVAPHHSGI,APHHSGIYPV,SGIY






EEY
PVHVQL



NEDD
c.570_572d
p.P194
DMEHGWEVVDSNDSASQHQEELPPP[p.
HQEELPPPL,LPPPLPPGW
CLL


4L
e|TCC
de|
P194de|]LPPGWEEKVDNLGRTYYVN







HNNRTTQWH




NEDD
c.2392G>A
p.A798
RNKVMNSSNQLCEQLKTIVMATKMA[p.
VMATKMATL,TLHYPSTTA,ATKMATLHY,KMATLHYPS,M
CRC


9

T
A798T]TLHYPSTTALQEMVHQVTDL
ATKMATLHY,IVMATKMATL,KMATLHYPST,TLHYPSTTAL,






SRNAQL
ATKMATLHYP,ATLHYPSTTA,VMATKMATLH,TKMATLHY







PS



NEDD
c.946G>A
p.A316
ARRHQSLSPNHPPPQLGQSVGSQND[p.
SVGSQNDTY,DTYDVPRGV,TYDVPRGVQF,QSVGSQNDTY
CRC


9

T
A316T]TYDVPRGVQFLEPPAETSEKAN







PQER




NEFH
c.1933G>A
p.E645
SPVKEEAKSPAEVKSPEKAKSPTKE[p.E6
KAKSPTKEK,KSPTKEKAK,KEKAKSPEK,KAKSPTKEKA,KEKA
KIRP




K
45K]KAKSPEKAKSPEKEEAKSPEKAKSP
KSPEKA






V




NEFH
c.1993_199
p.665_
PTKEEAKSPEKAKSPEKEEAKSPEK[p.66
EEAKSPVKA,KEEAKSPVKA
ACC,KIRP



4insAGGAA
666ins
5_666insEE]EEAKSPVKAEAKSPEKAKS





G
EE
PVKAEAKSPEKA




NEFH
c.2009T>A
p.V670
EAKSPEKAKSPEKEEAKSPEKAKSP[p.V6
KSPEKAEAK,KAKSPEKAEA
TGCT




E
70E]EKAEAKSPEKAKSPVKAEAKSPEKA







K




NEFM
c.638C>T
p.A213
RFEEEARLRDDTEAAIRALRKDIEE[p.A2
ALRKDIEEV,EVSLVKVEL,RKDIEEVSL,IEEVSLVKV,VSLVKVE
STAD




V
13V]VSLVKVELDKKVQSLQDEVAFLRS
LDK,EEVSLVKVEL






NH




NEK1
c.1822C>T
p.R608
EVYLARLRQIRLQNFNERQQIKAKL[p.R
KAKLCGEKK,QIKAKLCGEK
CRC




C
608C]CGEKKEANHSEGQEGSEEADMR







RKKI




NEK11
C.1121G>A
p.R374
KLQAADEKARKLKKIVEEKYEENSK[p.R
NSKQMQELR,QMQELRSRNF,EKYEENSKQM,KQMQELRS
UCEC




Q
374Q]QMQELRSRNFQQLSVDVLHEKT
RN






HLKG




NEK2
c.715C>A
p.R239
PPFTAFSQKELAGKIREGKFRRIPY[p.R2
KFRRIPYSY,SYSDELNEI,IPYSYSDEL,SYSDELNEII,KFRRIPYS
LUAD




S
39S]SYSDELNEIITRMLNLKDYHRPSVE
YS,GKFRRIPYSY,YSYSDELNEI






E




NEK8
c.2070de|C
p.V690
VTSVSCCHGNTLLAVRSVTDEPVPP[p.V
EPVPPEAPGF
STAD




fs
690fs]EAPGFTSGPP*




NELL2
c.509G>A
p.G170
QTHLNSGVILSIHHLDHRYLELESS[p.G1
ESSDHRNEV,ESSDHRNEVR,LESSDHRNEV
TGCT




D
70D]DHRNEVRLHYRSGSHRPHTEVFPY







IL




NES
c.1831G>C
p.V611
LKSLEKENKELLKDVEVVRPLEKEA[p.V6
LEKEALGQL,ALGQLKPTGK,KEALGQLKPT
KIRC




L
11L]LGQLKPTGKEDTQTLQSLQKENQE







LM




NF1
c.2027_202
p.T676f
PGASLRKGKGNSSMDSAAGCSGTPP[p.
QTRSGPVHV,RSGPVHVSV,SPDQTRSGPV
STAD



8insC
s
T676fs]DLPTSPDqTRSGPVHVSVEP*




NF1
c.4974_497
p.F165
AKPYEIVVDLTHTGPSNRFKTDFLS[p.F1
KTDFLSGLL,FLSGLLFFL,GLLFFLALL,FLALLTTTS,DFLSGLLF
GBM



7de|TCTC
8fs
658fs]GLLFFLALLTTTSPQSISITVTPGS
F,RFKTDFLSG,TTSPQSISI,STPSIMSGC,SPQSISITV,FKTDFL






GSTPSIMSGC*
SGL,TDFLSGLLF,SGLLFFLAL,GSGSTPSIM,KTDFLSGLLF,FL







SGLLFFLA,LLFFLALLTT,FLALLTTTSP,LLTTTSPQSI,DFLSGLL







FFL,RFKTDFLSGL,TTTSPQSISI,TSPQSISITV,TPGSGSTPSI,F







KTDFLSGLL,TDFLSGLLFF,LSGLLFFLAL



NFASC
c.766G>A
P.V256I
QFEEDQFQPGVWHDHSKYPGSVNSA[p.
AILRLSPYV,GSVNSAILR,SAILRLSPY,YPGSVNSAI,NSAILRL
CRC





V256I]ILRLSPYVNYQFRVIAINEVGSS
SPY,SAILRLSPYV,KYPGSVNSAI,ILRLSPYVNY,YPGSVNSAIL






HPS




NFAT5
c.2716C>G
p.Q906
QQQQQQQQVMESSAAMVMEMQQS
EMQQSICEA,SICEAAAQI,MQQSICEAA,CEAAAQIQS,QSIC
KIRC




E
IC[p.Q906E]EAAAAIQSELFPSTASANG
EAAAQI,EAAAQIQSEL,MEMQQSICEA,MQQSICEAAA






NLQQSPV




NFE2L
c.100C>G
p.R34G
PGLPSQQDMDLIDILWRQDIDLGVS[p.
IDLGVSGEVF,LGVSGEVFDF
BLCA


2


R34G]GEVFDFSQRRKEYELEKQKKLEK







ERQ




NFE2L
c.101G>A
p.R34Q
PGLPSQQDMDLIDILWRQDIDLGVS[p.
IDLGVSQEVF,LGVSQEVFDF
LUSC


2


R34Q]QEVFDFSQRRKEYELEKQKKLEK







ERQ




NFE2L
c.235G>A
p.E79K
LEKERQEQLQKEQEKAFFAQLQLDE[p.
QLDEKTGEFL,LQLDEKTGEF,DEKTGEFLPI
BLCA,HNSC


2


E79K]KTGEFLPIQPAQHIQSETSGSANY







SQ




NFE2L
c.235G>C
p.E79Q
LEKERQEQLQKEQEKAFFAQLQLDE[p.
AQLQLDEQT,QLDEQTGEF,EQTGEFLPI,QLDEQTGEFL,LQL
HNSC,LUSC


2


E79Q]QTGEFLPIQPAQHIQSETSGSAN
DEQTGEF,DEQTGEFLPI






YSQ




NFE2L
c.241G>A
p.G81S
KERQEQLQKEQEKAFFAQLQLDEET[p.
QLDEETSEF,EETSEFLPI,SEFLPIQPA,QLDEETSEFL,LQLDEE
LUSC


2


G81S]SEFLPIQPAQHIQSETSGSANYSQ
TSEF,DEETSEFLPI,SEFLPIQPAQ






VA




NFE2L
c.85G>C
p.D29H
LELPPPGLPSQQDMDLIDILWRQDI[p.
ILWRQDIHL,HLGVSREVF,DIHLGVSREV,IHLGVSREVF
CESC,HNSC,


2


D29H]HLGVSREVFDFSQRRKEYELEKQ

LUSC





KKL




NFE2L
c.88C>T
p.L30F
ELPPPGLPSQQDMDLIDILWRQDID[p.
ILWRQDIDF,IDFGVSREV,IDFGVSREVF,FGVSREVFDF
LUSC


2


L30F]FGVSREVFDFSQRRKEYELEKQKK







LE




NFE2L
c.92G>C
p.G31A
LPPPGLPSQQDMDLIDILWRQDIDL[p.
DLAVSREVF,WRQDIDLAV,AVSREVFDF,ILWRQDIDLA,IDL
LUSC


2


G31A]AVSREVFDFSQRRKEYELEKQKK
AVSREVF,LAVSREVFDF






LEK




NFIA
c.882G>C
p.L294
SVTELVRVSQTPIAAGTGPNFSLSD[p.L
LSDFESSSY,SDFESSSYY,FESSSYYSM,GPNFSLSDF,LSDFES
LUAD




F
294F]FESSSYYSMSPGAMRRSLPSTSST
SSYY,SLSDFESSSY,FESSSYYSMS






SS




NHEJ1
c.326G>A
p.R109
LKDAAHPSEATFSCDCVADALILRV[p.R
RVQSELSGL,QSELSGLPF,QSELSGLPFY,ALILRVQSEL,VQSE
UCEC




Q
109Q]QSELSGLPFYWNFHCMLASPSLV
LSGLPF,LRVQSELSGL






SQH




NHLR
c.612de|T
p.F204f
DVTITNDCHVVVTDAGDRSIKVFDF[p.F
LSLEANSPY,FLARSSLSL,SLEANSPYL,YLGVWRPPL,RSIKVF
STAD


C1

s
204fs]LARSSLSLEANSPYLGVWRPPLR
DFL,SIKVFDFLA,LGVWRPPLR,EANSPYLGV,FDFLARSSL,A






MGLW*
NSPYLGVW,SIKVFDFLAR,DFLARSSLSL,PYLGVWRPPL,RSI







KVFDFLA,LARSSLSLEA,VWRPPLRMGL,SLSLEANSPY,YLG







VWRPPLR,LSLEANSPYL,LEANSPYLGV,LGVWRPPLRM,EA







NSPYLGVW



NHP2
C.250C>T
p.R84C
DAEPLEIILHLPLLCEDKNVPYVFV[p.R8
YVFVCSKQAL,NVPYVFVCSK,FVCSKQALGR
GBM


LI


4C]CSKQALGRACGVSRPVIACSVTIKEG




NHS
c.4681G>A
p.D156
ATEILKSPILPKPPGELTAESPQST[p.D15
AESPQSTNDA
TGCT




1N
61N]NDAHQGSQGAEALSPLSPCSPRV







NAE




NID2
c.3103de|C
p.R103
EPTQRPPTICERWRENLLEHYGGTP[p.R
GMTSTCPSA,ATSAGVWTK,SLHPWSGPR,GVWTKMAER,
STAD




5fs
1035fs]GMTSTCPSAMTWATSSPCSAT
VYPPSLHPW,RVYPPSLHP,MTSTCPSAM,SQAPPLRVY,WT






ERATSAGVWTKMAERCRAPAPSQAPP
KMAERCR,MTWATSSPC,TSAGVWTKM,HPWSGPRPG,PL






LRVYPPSLHPWSGPRPGQM*
RVYPPSL,LEHYGGTPG,EHYGGTPGM,STCPSAMTW,AMT







WATSSP,TERATSAGV,CPSAMTWAT,AERCRAPAP,KMAE







RCRAPA,GMTSTCPSAM,AMTWATSSPC,TSSPCSATER,RA







TSAGVWTK,RVYPPSLHPW,WTKMAERCRA,RCRAPAPSQ







A,MTSTCPSAMT,MTWATSSPCS,TSAGVWTKMA,APAPS







QAPPL,APSQAPPLRV,LEHYGGTPGM,TERATSAGVW,ATS







AGVWTKM,SQAPPLRVYP,CPSAMTWATS,AERCRAPAPS,







TSTCPSAMTW



NINL
c.4096C>T
p.R136
VRALQATEEKQRGAEKQSRLLEEKV[p.
LLEEKVCAL,KVCALNKLV,CALNKLVSR,RLLEEKVCAL
CRC




6C
R1366C]CALNKLVSRIAPAALSV*




NKD1
c.856_857i
p.P286f
AGIENYTSQFGPGSPSVAQKSELPP[p.P
HLQSHSISL,AQKSELPPP,LQSHSISLP,AQKSELPPPH,QKSEL
STAD



nsC
s
286fs]PHLQSHSISLP*
PPPHL



NKD2
c.1315_131
p.H447
GYAVPVIQRHEHHHHHEHHHHHHHH[p.
EHHHHHHHHF
TGCT



7de|CAC
de|
H447de]FHPS*




NLK
c.570de|T
p.C190f
KKMPNVFQNLVSCKRVFRELKMLCF[p.
IMYSLPLYY,YSNLHTLTI,KMLCFLSMI,FLSMIMYSL,SMIMY
STAD




s
C190fs]LSMIMYSLPLTYSNLHTLTILKKY
SLPL,MIMYSLPLT,LTYSNLHTL,SLPLTYSNL,NLHTLTILK,HT






MLSQN*
LTILKKY,LTILKKYML,MLCFLSMIM,RELKMLCFL,LKMLCFL







SM,LCFLSMIMY,SNLHTLTIL,LPLTYSNLH,MIMYSLPLTY,K







MLCFLSMIM,SMIMYSLPLT,IMYSLPLTYS,FLSMIMYSLP,M







LCFLSMIMY,NLHTLTILKK,SNLHTLTILK,CFLSMIMYSL,YSL







PLTYSNL,TYSNLFITLTI,ELKMLCFLSM,LSMIMYSLPL,LKML







CFLSMI,SNLHTLTI,LHTLTILKK,RELKMLCFLS,LPLTYSN







LHT



NLRC4
c.1225G>A
p.E409
SDFIRSLDHCGDLALEGVFSHKFDF[p.E
VFSHKFDFK,FSHKFDFKL,FKLQDVSSV,GVFSHKFDFK,VFS
CRC




K
409K]KLQDVSSVNEDVLLTTGLLCKYTA
HKFDFKL,HKFDFKLQDV






QR




NLRC4
c.1777G>A
p.D593
KSALSQEFEAFFQGKSLYINSGNIP[p.D5
NIPNYLFDF,INSGNIPNY,IPNYLFDFF,SGNIPNYLF,NSGNIP
CRC




N
93N]NYLFDFFEHLPNCASALDFIKLDFY
NYLF,GNIPNYLFDF,NIPNYLFDFF,NYLFDFFEHL,YINSGNIP






G
NY



NLRC4
c.862C>T
p.R288
ALIKENHRFKNMVIVTTTTECLRHI[p.R2
ECLRHIWQF,RHIWQFGAL,WQFGALTAE,WQFGALTAEV,
BRCA




W
88W]WQFGALTAEVGDMTEDSAQALI
CLRHIWQFGA,TECLRHIWQF,LRHIWQFGAL,RHIWQFGA






REVL
LT,HIWQFGALTA



NLRP3
c.469C>T
p.R157
MKKDYRKKYRKYVRSRFQCIEDRNA[p.
RNACLGESV,CLGESVSLNK
LUAD




C
R157C]CLGESVSLNKRYTRLRLIKEHRS







QQE




NLRP4
c.685G>A
p.V229I
LISREWPDPAAPITEIVSQPERLLF[p.V2
SQPERLLFI,FIIDSFEEL,RLLFIIDSF,QPERLLFII,SQPERLLFII,L
CRC





29I]IIDSFEELQGGLNEPDSDLCGDLME
FIIDSFEEL






K




NLRP5
c.1175G>A
p.R392
LGSVLNNDTKLCKDWAEKQPPFTLI[p.R
LIHSLLRKV,TLIHSLLRK,FTLIHSLLR,PFTLIHSLL,HSLLRKVLL,
CRC




H
392H]HSLLRKVLLPESFLIVTVRDVGTEK
PPFTLIHSL,KQPPFTLIH,TLIHSLLRKV,FTLIHSLLRK,QPPFTLI






L
HSL,LIHSLLRKVL



NLRP5
c.2209C>T
p.R737
LPINQNLDLIASSFCLQHCPYLRKI[p.R7
YLRKIWVDV,IWVDVKGIF,CPYLRKIWV,YLRKIWVDVK,PYL
GBM




W
37W]WVDVKGIFPRDESAEACPVVPL
RKIWVDV,WVDVKGIFPR,RKIWVDVKGI,KIWVDVKGIF






WMRD




NLRP6
c.1832A>G
p.E611
CPGVAPEVTEGAKGLEDTEEPEEEE[p.E
EEGGEEPNY,EEEGGEEPNY
THCA




G
611G]GGEEPNYPLELLYCLYETQEDAFV







RQ




NME9
c.223G>A
p.E75K
QKMRIEVGLDLLHFALAEADRLDVL[p.E
KKYRGKCEPT
CRC





75K]KKYRGKCEPTFLFYAGGELVAVVR







GA




NMU
c.53C>A
p.A18E
MLRTESCRPRSPAGQVA[p.A18E]EASP
QVAEASPLL,EASPLLLLL,GQVAEASPL,AEASPLLLL,QVAEA
ACC





LLLLLLLLAWCAGACRGAPILP
SPLLL,EASPLLLLLL,GQVAEASPLL,AEASPLLLLL



NMU
c.56C>A
p.A19E
MLRTESCRPRSPAGQVAA[p.A19E]ESP
QVAAESPLL,GQVAAESPL,VAAESPLLL,AESPLLLLL,QVAAE
ACC





LLLLLLLLAWCAGACRGAPILPQ
SPLLL,GQVAAESPLL,VAAESPLLLL,AESPLLLLLL



NNMT
c.697G>A
p.E233
EQKFSSLPLGREAVEAAVKEAGYTI[p.E2
YTIKWFEVI,GYTIKWFEV,KEAGYTIKW,AVKEAGYTI,GYTI
UCEC




K
33K]KWFEVISQSYSSTMANNEGLFSLV
KWFEVI,KWFEVISQSY,KEAGYTIKWF






AR




NOL9
c.172T>G
p.S58A
PRRRLGSLRWCGRRRLRWRLLQAQA[p.
WRLLQAQAA,RWRLLQAQAA
ACC





S58A]AGVDWREGARQVSRAAAARRP







NTATP




NOLC
c.1283C>T
p.T428
VTTKSPAVKPAAAPKQPVGGGQKLL[p.
LMRKADSSS,LMRKADSSSS
CRC


1

M
T428M]MRKADSSSSEEESSSSEEEKTKK







MVA




NOM1
c.70C>G
p.R24G
MAASRSAGEAGPGGSQGRVVRMK[p.
RMKGRGGRG,KGRGGRGPR,QGRVVRMKGR,VVRMKGR
ACC





R24G]GRGGRGPRRGPAGGGEKALKRL
GGR,KGRGGRGPRR






KLAV




NOS1
c.901_903d
p.Q306
LGTETPLSTHHQMQLLQQLLQQQQQ[p.
LQQQQQTQV,LLQQQQQTQV,LQQQQQTQVA
BLCA


AP
e|CAG
de|
Q306de|]TQVAVAQVHLLKDQLAAE







AAARLEAQAR




NOTC
c.7541_754
p.P251
SYSSPVDNTPSHQLQVPEHPFLTPS[p.P
HPFLTPSRV
CLL


H1
2de|CT
4fs
2514fs]RVP*




NOTC
c.17_18de|
p.P6fs
MPALR[p.P6fs]RSAVGAAGALAVLRGP
ALRRSAVGA,AAGALAVLR,RSAVGAAGA,VLRGPRACI,ALA
BLCA


H2
CC

RACIAVSRWL*
VLRGPR,MPALRRSAV,SAVGAAGAL,LRRSAVGAA,GAAGA







LAVL,RACIAVSRW,ALRRSAVGAA,AVGAAGALAV,ALAVLR







GPRA,RSAVGAAGAL,GALAVLRGPR,VLRGPRACIA,RACIA







VSRWL,MPALRRSAVG,VGAAGALAVL



NOTC
c.57C>G
p.C19
MPALRPALLWALLALWLC[p.C19W]W
LLALWLCWA,CWAAPAHAL,ALLALWLCW,WLCWAAPAH,
ACC


H2

W
AAPAHALQCRDGYEPCVNEGMCVTY
ALLALWLCWA,LLALWLCWAA,ALWLCWAAPA,WLCWAA







PAHA,WALLALWLCW,LCWAAPAHAL



NOTC
c.6314G>T
p.R210
LSPVICGPNRSFLSLKHTPMGKKSR[p.R
KSRLPSAKS,TPMGKKSRL,RLPSAKSTM,MGKKSRLPSA,KS
LUAD


H2

5L
2105L]LPSAKSTMPTSLPNLAKEAKDAK
RLPSAKST,LPSAKSTMPT,SRLPSAKSTM






GSR




NOTC
c.6892C>T
p.R229
APAEGTHPGIAPQSRPPEGKHITTP[p.R
HITTPWEPL,TPWEPLPPI,WEPLPPIVT,TTPWEPLPPI,KHIT
CESC


H2

8W
2298W]WEPLPPIVTFQLIPKGSIAQPA
TPWEPL,WEPLPPIVTF,TPWEPLPPIV






GAPQ




NOX3
c.1210_121
p.C404fs
SLPRLAVDGPFGTALTDVFHYPVCV[p.C
RSHSLRCSS,SLRCSSEIY,VFHYPVCVR,HSLRCSSEI,LRCSSEI
PRAD



1de|TG

404fs]RCRGDRSHSLRCSSEIYMVQMQ*
YM,SLRCSSEIYM,CVRCRGDRSH,RSHSLRCSS,HSLRCSSEI







Y,DVFHYPVCVR,RCRGDRSHSL,CSSEIYMVQM



NOX5
c.1401de|T
p.P467fs
AVCIMEVNLLPSKVTHLLIKRPPFF[p.P4
FTIDLVTTC,RPPFFTIDL,IKRPPFFTI,PPFFTIDLV,LLIKRPPFF
STAD





67fs]TIDLVTTCI*
T,FTIDLVTTCI,LIKRPPFFTI



NOXA
c.18C>G
p.D6E
MASLG[p.D6E]ELVRAWHLGAQAVDR
SLGELVRAW,GELVRAWHL,ELVRAWHLGA,ASLGELVRAW,
ACC


1


GDWARALHLFS
GELVRAWHLG



NOXO
c.8_9insG
p.G3fs
MAGP[p.G3fs]PIPSFSARGSPGADQEA
FSARGSPGA,LVRRQRHLR,RQRHLRAQE,HLRAQELGR,CLL
KIRC


1


PNVCLLCALVRRQRHLRAQELGRIQAA
CALVRR,NVCLLCALV,LPGGGGPAA,ALVRRQRHL,QRHLR






QEDPQGDLPGGGGPAAEI*
AQEL,MAGPPIPSF,QEAPNVCLL,AQELGRIQA,QELGRIQA







A,HLRAQELGRI,SFSARGSPGA,LVRRQRHLRA,RQRHLRAQ







EL,RAQELGRIQA,NVCLLCALVR,LLCALVRRQR,ALVRRQRFI







LR,APNVCLLCAL,CALVRRQRHL,AQELGRIQAA



NPAS
c.602A>G
p.Q201
DSITPLLGHLPSDVMDQNLLNFLPEtp.Q
NLLNFLPER,PEREHSEVY,REHSEVYKI,LPEREHSEV,FLPERE
OV


2

R
201R]REHSEVYKILSSHMLVTDSPSPEY
FISEV,LPEREHSEVY,REHSEVYKIL






LK




NPC1
c.1351G>A
p.E451
GADVPFGPPLDIQILHQVLDLQIAI[p.E4
AIKNITASY,LQIAIKNIT,QVLDLQIAIK,IAIKNITASY,LQIAIKN
CRC




K
51K]KNITASYDNETVTLQDICLAPLSPY
ITA






N




NPIP
c.812C>T
p.A271
QPPPPTQQHSIIDNSLSLKTPSELS[p.A2
LKTPSELSV,SELSVHSPS,LSVHSPSTL,SLKTPSELSV,LKTPSE
PRAD




V
71V]VHSPSTLSSTLSG*
LSVH,SELSVHSPST



NPM1
c.859_860i
p.L287f
KVEAKFINYVKNCFRMTDQEAIQDL[p.L
AIQDLCLAV,AVEEVSLRK,EAIQDLCLA,QEAIQDLCL,LAVEE
LAML



nsTCTG
s
287fs]CLAVEEVSLRK*
VSLRK,EAIQDLCLAV,QEAIQDLCLA



NPM1
c.861_862i
p.L287f
KVEAKFINYVKNCFRMTDQEAIQDL[p.L
AIQDLLLAV,LLAVEEVSL,AVEEVSLRK,EAIQDLLLA,QEAIQ
LAML



nsCTGC
s
287fs]LLAVEEVSLRK*
DLLL,LLLAVEEVSL,LAVEEVSLRK,EAIQDLLLAV,QEAIQDLL







LA



NPM1
c.863_864i
p.W28
KVEAKFINYVKNCFRMTDQEAIQDL[p.
AIQDLCLAV,AVEEVSLRK,EAIQDLCLA,QEAIQDLCL,LAVEE
LAML



nsTCTG
8fs
W288fs]CLAVEEVSLRK*
VSLRK,EAIQDLCLAV,QEAIQDLCLA



NPR3
c.412T>C
p.Y138
LFSLVDRVAAARGAKPDLILGPVCE[p.Y
ILGPVCEHA,HAAAPVARL,CEHAAAPVA,GPVCEHAAA,ILG
STAD




H
138H]HAAAPVARLASHWDLPMLSAG
PVCEHAA,HAAAPVARLA






ALAAG




NPSR1
c.704G>A
p.R235
YMTIVAFLVYFIPLTIISIMYGIVI[p.R235
IMYGIVIQT,IVIQTIWIK,MYGIVIQTI,QTIWIKSKT,YGIVIQTI
CRC




Q
Q]QTIWIKSKTYETVISNCSDGKLCSSY
W,IMYGIVIQTI,SIMYGIVIQT,VIQTIWIKSK,GIVIQTIWIK,M







YGIVIQTIW,QTIWIKSKTY



NPTX1
c.787G>A
p.A263
YMYAKVKKSLPEMYAFTVCMWLKSS[p.
LKSSTTPGV,WLKSSTTPGV,STTPGVGTPF
GBM




T
A263T]TTPGVGTPFSYAVPGQANELV







LIEWG




NPY1
c.1111G>A
p.A371
DYETIAMSTMHTDVSKTSLKQASPV[p.
KQASPVTFK,QASPVTFKK,LKQASPVTF,KQASPVTFKK,SLK
UCEC


R

T
A371T]TFKKINNNDDNEKI*
QASPVTF



NR2C
c.809G>T
p.S270I
HPSGVKTESAVLMTSDKAESCQGDL[p.
AESCQGDLI,ITLANVVTSL,GDLITLANVV,AESCQGDLIT
KIRC


1


S270I]ITLANVVTSLANLGKTKDLSQNS







NEM




NR4A
c.941G>T
p.R314
RTVQKNAKYVCLANKNCPVDKRRRN[p.
RNLCQYCRF,KRRRNLCQY,NLCQYCRFQK,CPVDKRRRNL,R
LUAD


2

L
R314L]LCQYCRFQKCLAVGMVKEVVR
RNLCQYCRF






TDSLK




NR5A
c.238G>A
p.E80K
SHGEQGQMPENMQVSQFKMVNYSY
KMVNYSYDK,KDLEELCPV,YSYDKDLEEL
CESC


2


D[p.E80K]KDLEELCPVCGDKVSGYHYG







LLTCES




NRAP
c.979G>A
p.E327
YEEHRGKGSFPAMITPAYQNAKKAH[p.
YQNAKKAHK,KAHKLASDI,KLASDIKYR,HKLASDIKY,YQNA
CRC




K
E327K]KLASDIKYRQDFNKMKGAAHY
KKAHKL,KAHKLASDIK,AYQNAKKAHK,KKAHKLASDI,AHKL






HSLPA
ASDIKY



NRAS
c.181C>A
p.Q61K
IEDSYRKQWIDGETCLLDILDTAG[p.Q6
LDTAGKEEY,AGKEEYSAM,ILDTAGKEEY,DTAGKEEYSA
CRC,LAML,MM,





1K]KEEYSAMRDQYMRTGEGFLCVFAI

SKCM,THCA





NN




NRAS
C.182A>G
p.Q61R
IEDSYRKQVVIDGETCLLDILDTAG[p.Q6
LDTAGREEY,AGREEYSAM,ILDTAGREEY,AGREEYSAMR,D
CLL,MM,OV,





1R]REEYSAMRDQYMRTGEGFLCVFAI
TAGREEYSA
SKCM,TGCT,





NN

THCA,UCEC


NRAS
C.182A>T
p.Q61L
IEDSYRKQVVIDGETCLLDILDTAG[p.Q6
LDTAGLEEY,AGLEEYSAM,ILDTAGLEEY,LLDILDTAGL,DTA
CRC,LUAD,MM,





1L]LEEYSAMRDQYMRTGEGFLCVFAIN
GLEEYSA
SKCM





N




NRAS
c.183A>C
p.Q61H
IEDSYRKQVVIDGETCLLDILDTAG[p.Q6
LDTAGHEEY,AGHEEYSAM,ILDTAGHEEY,DTAGHEEYSA
MM





1H]HEEYSAMRDQYMRTGEGFLCVFAI







NN




NRAS
c.183A>T
p.Q61H
IEDSYRKQVVIDGETCLLDILDTAG[p.Q6
LDTAGHEEY,AGHEEYSAM,ILDTAGHEEY,DTAGHEEYSA
LAML





1H]HEEYSAMRDQYMRTGEGFLCVFAI







NN




NRAS
c.34G>T
p.G12C
MTEYKLVVVGA[p.G12C]CGVGKSALTI
LVVVGACGV,VVGACGVGK,KLVVVGACGV,VVVGACGVG
CRC





QLIQNHFVDEYDPTIE
K



NRAS
c.35G>A
p.G12D
MTEYKLVVVGA[p.G12D]DGVGKSALT
LVVVGADGV,VVGADGVGK,KLVVVGADGV,VVVGADGVG
CRC,LAML,MM





IQLIQNHFVDEYDPTIE
K



NRAS
c.37G>C
p.G13R
MTEYKLVVVGAG[p.G13R]RVGKSALTI
VVGAGRVGK,RVGKSALTI,KLVVVGAGR,AGRVGKSAL,KLV
CRC,MM





QLIQNHFVDEYDPTIED
VVGAGRV,VVVGAGRVGK,GRVGKSALTI



NRAS
c.38G>A
p.G13D
MTEYKLVVVGAG[p.G13D]DVGKSALT
VVGAGDVGK,KLVVVGAGDV,VVVGAGDVGK
LAML





IQLIQNHFVDEYDPTIED




NRG1
C.1441G>T
p.V481
VSSMTVSMPSMAVSPFMEEERPLLL[p.
LLLLTPPRL,LTPPRLREK,LLLTPPRLR,EEERPLLLL,
LUAD




L
V481L]LTPPRLREKKFDHHPQQFSSFH
EERPLLLLT,LLTPPRLREK,MEEERPLLLL






HNPA




NRG2
c.737C>T
p.T246
LKKEVGKILCTDCATRPKLKKMKSQ[p.T
KMKSQMGQV,SQMGQVGEK,KLKKMKSQM,MKSQMGQ
CRC




M
246M]MGQVGEKQSLKCEAAAGNPQP
VG,KSQMGQVGEK,KLKKMKSQMG,KMKSQMGQVG,KK






SYRWF
MKSQMGQV



NRG4
c.63_64ins
p.G21fs
ANRSRRALWSQSQVVLPEWGA[p.G21
VLPEWGAVV,LPEWGAVVM,VVLPEWGAVV,VLPEWGAV
CLL



G

fs]VVM*
VM,QVVLPEWGAV



NRXN
C.307C>T
p.R103
FETPEAYISLPKWNTKRMGSISFDF[p.R
CTTEPNGLI
LUAD


3

C
103C]CTTEPNGLILFTHGKPQERKDARS







QK




NRXN
c.68C>A
p.P23H
MLGSDDFFYVGGSPSTADLPGS[p.P23
GSHVSNNFM,STADLPGSH,STADLPGSHV,HVSNNFMGCL,
LUAD


3


H]HVSNNFMGCLKEVVYKNNDIRLELSR
LPGSHVSNNF



NSMC
c.730G>A
p.D244
YFQSNAEPRCPHCNDYWPHEIPKVF[p.
KVFNPEKER,HEIPKVFNP,HEIPKVFNPE
UCEC


E1

N
D244N]NPEKERESGVLKSNKKSLRSRQ







H*




NSMC
c.91_92ins
p.Q31fs
SNSGSTGFISFSGVESALSSLKNFQ[p.Q3
FQSLYQLWY,YQLWYGHSF,SLKNFQSLY,SSLKNFQSL,
KIRC


E2
A

1fs]SLYQLWYGHSF*
NFQSLYQLW,KNFQSLYQL,SLYQLWYGFI,SSLKNFQSLY,







KNFQSLYQLW,LYQLWYGHSF,NFQSLYQLWY,LSSLKNFQSL,







LKNFQSLYQL



NT5C3
c.7G>C
p.A3P
MR[p.A3P]PPSMDRAAVARVGAVASA
RPPSMDRAA,PPSMDRAAV,RPPSMDRAAV
TGCT





SVCALVAG




NT5M
c.616de|C
p.P206fs
AEPTPSWEHVLFTACHNQHLQLQPP[p.
LQLQPPAAG,NQHLQLQPPA
STAD





P206fs]AAGCTRGRTTGRPFWTASGP







AELDCASGSSVGL*




NTM
c.997G>T
p.G333
IMLFEVKTTALTPWKGPGAVSEVSN[p.
EVSNCTSRR
LUAD




C
G333C]CTSRRAGCVWLLPLLVLHLLLKF







*




NTN4
C.175G>A
p.E59K
CNPRMGNLALGRKLWADTTCGQNAT[p.
TTCGQNATK,ATKLYCFYS,CGQNATKLY,NATKLYCFY,KLYC
CRC





E59K]KLYCFYSENTDLTCRQPKCDKC
FYSENT,QNATKLYCFY,DTTCGANATK,GQNATKLYCF






NAAY




NUAK
c.517G>T
p.G173
RRLSERETRHFFRQIVSAVHYCHKN[p.G
AVHYCHKNCV,KNCVVHRDLK,VHYCHKNCVV,HKNCVVHR
LUAD


1

C
173C]CVVHRDLKLENILLDDNCNIKIAD
DL






FG




NUB1
c.1118G>A
p.R373Q
RLVHIKGNCGKEKVLFLRLYLLQGI[p.R3
YLLQGIQNY,IQNYHSGNDV
CRC





73Q]QNYHSGNDVEAYEYLNKARQLFK







ELY




NUDT
c.248C>A
p.S83Y
ECAQRETWEEAALHLKNVHFASVVN[p.
FASVVNYFI,SVVNYFIEK,HFASVVNYF,VHFASVVNY,ASVV
CRC


15


S83Y]YFIEKENYHYVTILMKGEVDVTH
NYFIEK,VHFASVVNYF,HFASVVNYFI,YFIEKENYHY,NVHFA






DSE
SVVNY,VNYFIEKENY



NUDT
c.39_40ins
p.W13fs
MSVVPPNRSQTGW[p.W13fs]APGG
QLYFWYKRA,SYQLYFWYK,YQLYFWYKR,YFWYKRAPL,RSQTGWAPG,
KIRC


21
G

HSVRQQVHPADEAPHPGAHHQPVPSYQ
SVRQQVHPA,FWYKRAPLR,AHHQPVPSY,PSYQLYFWY,HPGAHHQPV,






LYFWYKRAPLREGQLCCSQISAHEGRI*
QPVPSYQLY,HQPVPSYQL,DEAPHPGAH,VPSYQLYFW,YQLYFWYKRA,







PSYQLYFWYK,SYQLYFWYKR,LYFWYKRAPL,GAHHQPVPSY,HQPVPSY







QLY,YFWYKRAPLR,VPSYQLYFWY,RQQVHPADEA,HHQPVP







SYQL,QPVPSYQLYF,REGQLCCSQI,GQLCCSQISA,SQISAHEGRI,







DEAPHPGAHH



NUF2
c.1019C>T
p.S340
KESLNLEDQIESDESELKKLKTEEN[p.S3
NLFKRLMIV,KTEENLFKR,LFKRLMIVK,KKLKTEENL,KLKTEE
CRC




L
40L]LFKRLMIVKKEKLATAQFKINKKHE
NLF,EENLFKRLM,TEENLFKRL,KLKTEENLFK,NLFKRLMIVK,






D
LFKRLMIVKK,KKLKTEENLF,TEENLFKRLM,EENLFKRLMI



NUFIP
c.670de|A
p.R224fs
TNGYMGKGADNDGSGSESGYTTPKK[p.
KLGAIVPRV,GAIVPRVVK,VPRWKTLI,KKGKLGAIV,KLGAI
STAD


2


R224fs]GKLGAIVPRVVKTLI*
VPRVV,AIVPRVVKTL,SGYTTPKKGK,KGKLGAIVPR,LGAIVP







RVVK,TPKKGKLGAI



NUFIP
c.86_88de|
p.Q29de|
KPGQPQPQHHHSHHHPHHHPQQQQ
HPQQQQQPH
GBM


2
AGC

Q[p.Q29de|]PHHHHHYYFYNHSHNHH







HHHHHQQPHQY




NUP2
c.403de|C
p.L135fs
DAIVDLIHDIQIVSTTRELYLEDSP[p.L13
ELYLEDSPW,RELYLEDSPW
STAD


10


5fs]WS*




NUP8
c.905C>T
p.A302
FLTYISLLHSPGNIGKLLGPLPMHP[p.A3
PVAEDNYGY,LLGPLPMHPV,PMHPVAEDNY,HPVAEDNY
CRC


8

V
02V]VAEDNYGYDACAVLCLPCVPNILVI
GY






A




NUP9
c.40G>A
p.E14K
MDTEGFGELLQQA[p.E14K]KQLAAET
LQQAKQLAA,KQLAAETEG,KQLAAETEGI,LLQQAKQLAA,G
BRCA


3


EGISELPHVERNLQEIQQA
ELLQQAKQL



NYAP
c.1438C>T
p.P480
DKAVSYTMVYSAVKVTTHSVLPAGP[p.
SVLPAGPSL,LPAGPSLGA,VLPAGPSLGA,HSVLPAGPSL
TGCT


1

S
P480S]SLGAGEPKTEKEISVLHGMLCTS







SRP




NYAP
c.1310C>T
p.P437
SSPPPPSTLYRTQSPHGYPKSHSTS[p.P4
SLSPVSMGR,KSHSTSLSP,YPKSHSTSL,SHSTSLSPV,STSLSP
LUAD


2

L
37L]LSPVSMGRSLTPLSLKRPPPYDAVH
VSM,TSLSPVSMGR,KSHSTSLSPV,HSTSLSPVSM






S




NYAP
c.590G>A
p.R197
RTEASAKPRPHSDEYSKKIPPPKPK[p.R1
KQNPNTQLS,KPKQNPNTQL,KQNPNTQLST
CESC


2

Q
97Q]QNPNTQLSTSFDETYIKKHGPRRT







SL




NYNRI
c.339de|C
p.G113fs
AFLGAQGLFLDCLCWSTLAYLVPGP[p.
LAYLVPGPL,TLAYLVPGPL
STAD


N


G113fs]LAP*




OBSC
c.13546C>T
p.R451
LLLRSAQPHHAGEVTFACRDAVASA[p.
AVASAWLTV,VASAWLTVL,SAWLTVLGL,AVASAWLTVL,D
ACC


N

6W
R4516W]WLTVLGLPDPPEDAEVVARS
AVASAWLTV,ACRDAVASAW,ASAWLTVLGL






SHTVTL




OBSC
c.2721_272
p.A908
VSEPKVVFAKEQLARRKLQAEAGAS[p.A90
LQAEAGAST,AEAGASTTL,LQAEAGASTT,
TGCT


N
2TG>CA
T
8T]TTLSCEVAQAQTEVTWYKDGK
QAEAGASTTL,AEAGASTTLS






KLSSSS




OBSC
c.2989_299
p.G997fs
LDVKEPKVVFAKDQVAHSEVQAEAG[p.G9
LLPPAHHRA,AEAGGQCHA,VQRWEEAEL,LQTEAGGAA,
STAD


N
0insG

97fs]GQCHAELRGGPGPDGGDVVQRWEEA
EEAELQLES,AELRGGPGP,AELQLESAC,GLLPPAHHRA,






ELQLESACRGQGLQTEAGGAA
VQAEAGGQCH,QRWEEAELQL,LESACRGQGL,LQTEAGGAAG,






GRQDRCRGLQLRGQGPEGLLPPAHHR
RQDRCRGLQL,LQLRGQGPEG,EEAELQLESA






AQDDVCKGAVSA*




OBSL1
c.4924G>A
p.E164
RCAARLIVREVPVTIVRGPHDLEVT[p.E
VTKGDTATF,LEVTKGDTA,EVTKGDTATF
CESC




2K
1642K]KGDTATFECELSQALADVTWEK







DGNA




ODF2L
c.1221de|A
p.K407fs
TTLAALKDEVVSVENELSELQEVEK[p.K
KLRYKSCKK,RYKSCKKQL,LLKCIKLRY,ELQEVEKNR,KPLLKC
KICH





407fs]NRKPLLKCIKLRYKSCKKQLK*
IKL,CIKLRYKSC,VEKNRKPLL,LLKCIKLRYK,VEKNRKPLLK,K







NRKPLLKCI,CIKLRYKSCK,RYKSCKKQLK,QEVEKNRKPL,LRY







KSCKKQL



ODF2L
c.880G>A
p.E294
DQEAKLSETISASNAWKSHYEKIVI[p.E2
KKTELEVQI,YEKIVIKKT,IVIKKTELEV,KSHYEKIVIK
MM




K
94K]KKTELEVQIETMKKQIINLLEDLKK







M




ODF4
c.181C>T
p.R61C
TGELGQDGRLLSSTLSLSSNRSLGQ[p.R
QCQNSPLPF,SLGQCQNSPL,GQCQNSPLPF,CQNSPLPFQ
GBM





61C]CQNSPLPFQWRITHSFRWMAQV
W






LASE




ODZ1
c.1097G>T
p.R366
HLFGLTWQLQPVEGELYANGVSKGN[p.
KGNMGTESM,MGTESMDTTY,YANGVSKGNM,SKGNMG
HNSC




M
R366M]MGTESMDTTYSPIGGKVSDKS
TESM






EKKVF




ODZ1
c.7666C>T
p.R255
KGIKFAIKDGIVTADIIGVANEDSR[p.R2
WLAAILNNA,NEDSRWLAA,RWLAAILNNA,WLAAILNNAH,
CRC




6W
556W]WLAAILNNAHYLENLHFTIEGRD
NEDSRWLAAI






THY




ODZ2
c.1882_188
p.W62
KAACPVLCSGNGQYSKGTCQCYSGW[p.
SFLRGPRLL,RVRRAHESV,SVHRSFLRG,RSFLRGPRL,CYSG
KIRC



3ins6
8fs
W628fs]ERCRVRRAHESVHRSFLRGPR
WERCR,SGWERCRVR,ESVHRSFLR,AHESVHRSF,HESVHR






LLH*
SFL,WERCRVRRA,RVRRAHESVH,RAHESVHRSF,VHRSFLR







GPR,RSFLRGPRLL,SGWERCRVRR,WERCRVRRAH



ODZ3
c.653C>A
p.P218
SAQHHPSITSLNRNSLTNRRNQSPA[p.P
QPAALPAEL,NQSPAQPAA,SPAQPAALPA,RRNQSPAQPA,
LUAD




Q
218Q]QPAALPAELQTTPESVQLQDSW
NQSPAQPAAL,AQPAALPAEL






VLGS




OGDH
c.233de|T
p.I78fs
NYVEEMYCAWLENPKSVHKSWDIFF[p.
RMPEPHRAL,RALPTRVPF,ATRMPEPHR,SWDIFFATR,WD
GBM





I78fs]ATRMPEPHRALPTRVPFP*
IFFATRM,FATRMPEPH,KSWDIFFATR,ATRMPEPHRA,RAL







PTRVPFP,FATRMPEPFIR,MPEPHRALPT,TRMPEPHRAL,H







RALPTRVPF,EPHRALPTRV



OGDH
c.2844_284
p.Y948f
VAITRIEQLSPFPFDLLLKEVQKYP[p.Y94
KEVQKYPQC
STAD



5insC
s
8fs]QC*




OGDH
c.1279G>A
p.A427
TKAEQFYRGDAQGKKVMSILVHGDA[p.
LVHGDATFA,ATFAGQGVV,TFAGQGVVY,DATFAGQGV,IL
CRC


L

T
A427T]TFAGQGVVYETFHLSDLPSYTT
VHGDATF,ATFAGQGVVY,ILVHGDATFA,SILVHGDATF






NGTV




OGDH
c.169C>T
p.R57C
RLLPSRLGVQAARLLAAHDVPVFGW[p.
CSRSSGPPA,VPVFGWCSR,CSRSSGPPAT,DVPVFGWCSR
UCEC


L


R57C]CSRSSGPPATFPSSKGGGGSSYM







EEM




OGFO
c.1430_1431
p.G477
SKAEFALDLILYCGCEGWEPEYGGF[p.G
FLLLTLPKV,FFLLLTLPK,LTLPKVKMK,EYGGFFFLL,YGGFFFL
PAAD


D1
insGTTTTT
fs
477fs]FFLLLTLPKVKMKSC*
LL,GFFFLLLTL,LPKVKMKSC,WEPEYGGFF,PEYGGFFFL,EPE




TT


YGGFFF,FFFLLLTLPK,GWEPEYGGFF,EYGGFFFLLL,WEPEY







GGFFF,GGFFFLLLTL,LLLTLPKVKM,PEYGGFFFLL,EPEYGGF







FFL



OGFR
c.1670G>C
p.S557
DEPAESPSETPGPRPAGPAGDEPAE[p.
ETPSETPGPR
ACC




T
S557T]TPSETPGPRPAGPAGDEPAESP







SETP




OIT3
c.1522C>A
p.R508
FVGKDHKEVFLHCRVLVCGVLDERS[p.
VLDERSSCA,RSSCAQGCHR
LUAD




S
R508S]SCAQGCHRRMRRGAGGEDSA







GLQGQT




OLFM
c.396G>T
p.K132
HVLSQKFEKELSKVREYVQLISVYE[p.K1
QLISVYENK,VYENKLLNL,YENKLLNLT,QLISVYENKL,SVYEN
CRC


4

N
32N]NKLLNLTVRIDIMEKDTISYTELDFE
KLLNL,VQLISVYENK,YENKLLNLTV



OMA1
c.1334G>A
p.R445
MEFVDSLHGQPKMPEWLSTHPSHGN[p.
NQVEYLDRL,PSHGNQVEY,STHPSHGNQV,HPSHGNQVEY,
UCEC




Q
R445Q]QVEYLDRLIPQALKIREMCNC
NQVEYLDRLI






PPLSN




ONEC
c.1270T>A
p.L424
TLHAIFKENKRPSKELQITISQQLG[p.L4
QLGMELSTV,ITISQQLGM,MELSTVSNF,ISQQLGMEL,QQL
KIRC


UT1

M
24M]MELSTVSNFFMNARRRSLDKWQ
GMELST,QQLGMELSTV,GMELSTVSNF,MELSTVSNFF,SQ






DEGS
QLGMELST



OOEP
c.301C>T
p.R101
TSQALLTVDIVDSGNLVEITVFGRP[p.R1
ITVFGRPCV,CVQNRVKSM,EITVFGRPCV,VEITVFGRPC
LUAD




C
01C]CVQNRVKSMLLCLAWFHREHRAR







AEK




OPLA
c.2699C>A
p.A900
QQEGAVFLSFKLVQGGVFQEEAVTE[p.
QEEAVTEDL,VTEDLRAPGK,FQEEAVTEDL,EEAVTEDLRA
TGCT


H

D
A900D]DLRAPGKVPNCSGTRNLHDNL







SDLRA




OPN1
c.848C>A
p.P283
STQKAEKEVTRMVVVMIFAYCVCWG[p.
CVCWGHYTF,VCWGHYTFF,AYCVCWGHY,GHYTFFACF,Y
LUAD


LW

H
P283H]HYTFFACFAAANPGYAFHPL
CVCWGHYTF,CVCWGHYTFF,FAYCVCWGHY,WGHYTFFA






MAALPA
CF



OPN1
c.853G>A
p.A285
QKAEKEVTRMVWMVLAFCFCWGPY[p.
CFCWGPYTF,FCWGPYTFF,FCWGPYTFFA,FCFCWGPYTF,
HNSC


MW

T
A285T]TFFACFAAANPGYPFHPLMA
CFCWGPYTFF






ALPAFF




OPRD
c.80G>T
p.C27F
EPAPSAGAELQPPLFANASDAYPSA[p.C
ASDAYPSAF,AYPSAFPSA,FPSAGANAS,YPSAFPSAG,DAYP
ACC


1


27F]FPSAGANASGPPGARSASSLALAIA
SAFPSA,YPSAFPSAGA,NASDAYPSAF,SAFPSAGANA,FPSA






I
GANASG



OPRM
c.1058G>A
p.R353
KICVFIFAFIMPVLIITVCYGLMIL[p.R35
LMILHLKSV,YGLMILHLK,CYGLMILHL,HLKSVRMLS,MILHL
CRC


1

H
3H]HLKSVRMLSGSKEKDRNLRRITRMV
KSVR,ILHLKSVRM,LHLKSVRML,GLMILHLKSV,ILHLKSVR






L
ML,HLKSVRMLSG,LMILHLKSVR,MILHLKSVRM



OPRM
c.1384C>T
p.R462
NFKRCFREFCIPTSSNIEQQNSTRI[p.R4
STRICQNTR,NSTRICQNTR
UCEC


1

C
62C]CQNTRDHPSTANTVDRTNHQLEN







LEA




OPTN
c.70de|C
p.P24fs
MSHQPLSCLTEKEDSPSESTGNGPP[p.
TQTWTRLPR,QTWTRLPRR,TWPTQTWTR,WPTQTWTRL,
STAD





P24fs]TWPTQTWTRLPRRSCCSR*
PPTWPTQTW,TWPTQTWTRL,RLPRRSCCSR,PTWPTQTW







TR,PTQTWTRLPR,TQTWTRLPRR,SESTGNGPPT,ESTGNG







PPTW



OR10
c.217T>G
p.F73V
IISLNQSLHVPMYLFLLNLSVVEVS[p.F7
NLSVVEVSV,SVVEVSVSA,VEVSVSAVI,VSAVITPEM,SVVE
KIRC


A3


3V]VSAVITPEMLVVLSTEKTMISFVGCF
VSVSAV,SVSAVITPEM,VEVSVSAVIT



OR10
c.278C>A
p.S93Y
VVEVSFSAVITPEMLVVLSTEKTMI[p.S9
LSTEKTMIY,STEKTMIYF,MIYFVGCFA,YFVGCFAQM,KTMI
CRC


A3


3Y]YFVGCFAQMYFILLFGGTECFLLGA
YFVGC,TMIYFVGCF,TEKTMIYFV,TMIYFVGCFA,KTMIYFV






M
GCF,IYFVGCFAQM,VLSTEKTMIY,YFVGCFAQMY,STEKTM







IYFV,LSTEKTMIYF



OR10
c.597G>T
p.M19
VIHHFFCHVLSLLKLACENKTSSVI[p.M1
KTSSVIIGV,SVIIGVMLV,IIGVMLVCV,TSSVIIGVM,VIIGVM
LUAD


H4

9I
99I]IGVMLVCVTALIGCLFLIILSYVFIV
LVCV,KTSSVIIGVM,SSVIIGVMLV,CENKTSSVII



OR10J
c.470T>A
p.L157
DRYVAICNPLRYMVIMNKRLRIQLV[p.L
QLVQGACSI,RLRIQLVQG,VQGACSIGL,RLRIQLVQGA,IQL
LUAD


1

Q
157Q]QGACSIGLIVAITQVTSVFRLPFC
VQGACSI,VQGACSIGLI






AR




OR10J
c.731G>A
p.R244
VPMGLVFISYVLIISTILKIASVEG[p.R24
KIASVEGQK,KIASVEGQKK,ASVEGQKKAF
TGCT


1

Q
4Q]QKKAFATCASHLTVVIVHYSCASIAY




OR10
c.892C>A
p.L298I
IVYLKPEASGDDTLIAVPYTVITPF[p.L29
VITPFISPI,FISPIIFSL,ISPIIFSLR,PYTVITPFI,ITPFIS
LUAD


X1


8I]ISPIIFSLRNKDMKNAFRRMMGNTV
PII,TPFISPIIF,TVITPFISPI,VITPFISPII,FISPIIFSLR,






A
ITPFISPIIF,PFISPIIFSL,VPYTVITPFI



OR10
c.615G>C
p.L205
DTPPVLSLACGDTGPSELRIFILSL[p.L20
RIFILSLFV,FILSLFVLL,ILSLFVLLV,LRIFILSLF,IFILSLFVL,
LUAD


Z1

F
5F]FVLLVSFFFITISYAYILAAILRIPS
SLFVLLVSF,LFVLLVSFF,FVLLVSFFF,RIFILSLFVL,FILSLFVLLV,







FVLLVSFFFI,IFILSLFVLL,LSLFVLLVSF,SLFVLLVSFF,LFVLL







VSFFF,ELRIFILSLF



OR11
c.461A>C
p.H154
LLTVMAFDQYLAICRPLLYPNIMTG[p.H
IMTGPLCAK,MTGPLCAKL,YPNIMTGPL,GPLCAKLVI,IMTG
GBM


H12

P
154P]PLCAKLVILCWVCGFLWFLIPIVLI
PLCAKL,LLYPNIMTGP,NIMTGPLCAK,LYPNIMTGPL,MTG






S
PLCAKLV,GPLCAKLVIL,YPNIMTGPLC



OR13
c.25C>G
p.L9V
MEWENHTI[p.L9V]VVEFFLKGLSGHPR
TIVVEFFLK,HTIVVEFFL,MEWENHTIV,IVVEFFLKGL,HTIVV
CESC


C2


LELLFFVLIFIM
EFFLK,MEWENHTIVV,WENHTIWEF



OR13
c.773G>A
p.R258
KAFSTCSSHLTVVTLYYSPVIYTYI[p.R25
VIYTYIHPA,YIHPASSYT,IHPASSYTF,TYIHPASSY,YTYIHPAS
BRCA


G1

H
8H]HPASSYTFERDKVVAALYTLVTPTLN
S,SPVIYTYIH,YTYIHPASSY,YIHPASSYTF,HPASSYTFER



OR14
c.478G>T
p.G160
DRSTCVQRATVSWLYGGLIAVMHTA[p.
TACTFSLSY,HTACTFSLS,AVMHTACTF,MHTACTFSL,HTAC
LUAD


A16

C
G160C]CTFSLSYCGSNMVHQFFCDIP
TFSLSY,VMHTACTFSL,GLIAVMHTAC,IAVMHTACTF






QLLAI




OR1M
c.205G>A
p.V69I
LIILAISIDSHLHTPMYFFLANLSL[p.V69I]
NLSLIDFCL,SLIDFCLAT,FFLANLSLI,LANLSLIDF,NLSLIDFCL
PRAD


1


IDFCLATNTIPKMLVSLQTGSKAISY
A,FLANLSLIDF,YFFLANLSLI,IDFCLATNTI



OR2A
c.240G>A
p.M80I
HTPMYFFLSHLAVVDIACACSTVPQ[p.
ILVNLLHPA,CSTVPQILV,TVPQILVNL,VPQILVNLL,ILVNLL
LUAD


25


M80I]ILVNLLHPAKPISFAGCMTQMFL
HPAK,STVPQILVNL,TVPQILVNLL






FLS




OR2A
c.313A>T
p.S105
MLVNLLHPAKPISFAGCMTQMFLFL[p.
QMFLFLCFA,FLFLCFAHT,FLCFAHTEC,TQMFLFLCF,LCFAH
CLL


25

C
S105C]CFAHTECLLLVVMSYDRYVAICH
TECL,MTQMFLFLCF,TQMFLFLCFA,FLCFAHTECL,CFAHTE






PLR
CLLL,QMFLFLCFAH



OR2A
c.212C>T
p.S71L
GLIWLDSRLHTPMYFFLSHLAIIDI[p.S7
HLAIIDILY,AIIDILYAS,LYASNNVPK,DILYASNNV,ILYASNN
SKCM


5


1L]LYASNNVPKMLTNLGLNKRKTISFVP
VP,HLAIIDILYA,ILYASNNVPK,LYASNNVPKM,SHLAIIDILY,







LSHLAIIDIL,IDILYASNNV



OR2A
c.745G>T
p.G249
TVLRMPSNEGRKKALVTCSSHLIVV[p.G
IVVWMFYGA,WMFYGAATF,HLIVVWMFY,SHLIVVWMF,
LUAD


G2

W
249W]WMFYGAATFMYVLPSSFHSPK
SSHLIVVWM,CSSHLIVVW,LIVVWMFYGA,WMFYGAATF






QDNII
M,SSHLIVVWMF,VWMFYGAATF,SHLIWWMFY,IWWM







FYGAA



OR2A
c.111G>C
p.W37
LVSAMKTGNQSFGTDFLLVGLFQYG[p.
FQYGCINSL,CINSLLFVV,QYGCINSLL,YGCINSLLF,FQYGCI
LUAD


K2

C
W37C]CINSLLFVVIATLFTVALTGNIMLI
NSLL,CINSLLFVVI,QYGCINSLLF






H




OR2A
c.133G>A
p.V45I
NQSFGTDFLLVGLFQYGWINSLLFV[p.V
WINSLLFVI,SLLFVIIAT,LLFVIIATL,VIIATLFTV,IIATLFTVA,L
BRCA


K2


45I]IIATLFTVALTGNIMLIHLIRLNTRL
FVIIATLF,WINSLLFVII,SLLFVIIATL,FVIIATLFTV,VIIATLFTV







A,IIATLFTVAL,GWINSLLFVI,LLFVIIATLF



OR2B
c.29G>T
p.G10V
MKSDNHSFL[p.G10V]VDSPKAFILLGV
KSDNHSFLV,FLVDSPKAF,HSFLVDSPK,FLVDSPKAFI,SFLV
LUSC


11


SDRPWLELPLFVVL
DSPKAF,MKSDNHSFLV



OR2H
c.859G>A
p.V287I
NPYAQGRGKFFGLFYAVGTPSLNPL[p.
IYTLRNKEI
GBM


1


V287I]IYTLRNKEIKRALRRLLGKERDSR







ES




OR2H
c.615G>C
p.L205
PALIRLSCEDTSYNEIQVAVASVFI[p.L20
AVASVFIFV,SVFIFVVPL,FIFVVPLSL,FVVPLSLIL,VAVASVFI
LUAD


2

F
5F]FVVPLSLILVSYGAITWAVLRINSAK
F,IFVVPLSLI,VASVFIFVV,VAVASVFIFV,AVASVFIFVV,FIFV







VPLSLI,FVVPLSLILV,VFIFVVPLSL,IFVVPLSLIL,QVAVASVFI







F,ASVFIFVVPL



OR2J2
c.700G>T
p.G234
LIPLILILTTYGAIARAVLSMQSTT[p.G23
MQSTTWLQK,TTWLQKVFR,QSTTWLQKV,VLSMQSTTW,
LUAD




W
4W]WLQKVFRTCGAHLMVVSLFFIPV
LSMQSTTWL,STTWLQKVF,VLSMQSTTWL,MQSTTWLQK






MCM
V,SMQSTTWLQK,STTWLQKVFR,AVLSMQSTTW,QSTTW







LQKVF



OR2L1
c.318G>T
p.M10
AYNFLSGQKGISFLGCGVQSFFFLT[p.M
VQSFFFLTI,QSFFFLTIA,LTIACSEGL,IACSEGLLL,FLTIACSEG
LUAD


3

6I
106I]IACSEGLLLTSMAYDRYLAICHSLY
L,GVQSFFFLTI,LTIACSEGLL,VQSFFFLTIA






Y




OR2L1
c.724A>G
p.T242
CGRVLFAVYHMHSKEGRKKAFTTIS[p.T
TISAHLTVV,KAFTTISAH,AHLTVVIFY,FTTISAHLT,TTISAHL
LUAD


3

A
242A]AHLTVVIFYYAPFVYTYLRPRNLR
TV,SAHLTVVIF,KKAFTTISA,ISAHLTVVI,FTTISAHLTV,TTIS






SP
AFILTVV,TISAFILTVVI,ISAFILTVVIF,RKKAFTTISA,KAFTTIS







AHL,SAHLTVVIFY,AHLTVVIFYY,KKAFTTISAH



OR2L3
c.199C>A
p.L67I
LSMILLIFLDTHLHTPMYFLLSQLS[p.L67
QLSIIDLNY,FLLSQLSII,LLSQLSIIDL,QLSIIDLNYI,
LUAD





I]IIDLNYISTIVPKMASDFLSGNKSIS
YFLLSQLSII,SQLSIIDLNY



OR2L3
c.3G>T
p.M1I
[p.M1I]IENYNQTSTDFILLGFFPPSRIGL
IENYNQTST
LUAD





FL




OR2L3
c.881A>G
p.K294
EDKVLAVFYTTLTPMLNPIIYSLRN[p.K2
IIYSLRNREV,RNREVMGALT,REVMGALTRV
TGCT




R
94R]REVMGALTRVSQRICSGKM*




OR2L8
c.361C>T
p.R121
CGIQSFFFLALGGAEALLLASMAYD[p.R
ASMAYDCYI,SMAYDCYIA,MAYDCYIAI,CYIAICFPL,SMAY
LUAD




C
121C]CYIAICFPLHYLIRMSKRVCVLMIT
DCYIAI,AYDCYIAICF,CYIAICFPLH






G




OR2L8
c.513G>T
p.R171
GSWIIGSINACAHTVYVLHIPYCRS[p.R1
RSSAINHFF,IPYCRSSAI,CRSSAINHF,HIPYCRSSAI,SAINHF
LUAD




S
71S]SAINHFFCDVPAMVTLACMDTWV
FCDV,RSSAINHFFC,YCRSSAINHF,LHIPYCRSSA,CRSSAINH






YEG
FF



OR2L8
c.603_604d
p.S201f
FCDVPAMVTLACMDTWVYEGTVFLS[p.
FLSHHLSRV,SLHWYFMFL,FMFLWPGSL,FLWPGSLCC,SLC
KIRP



e|TG
s
S201fs]HHLSRVSLHWYFMFLWPGSL
CLPHEI,LLCTFCLHL,SLFDLQHPP,CLHLSTSKI,HLSTSKIPA,L






CCLPHEICRREEESLFDLQHPPHCSNFLL
LHHPHPNA,SRVSLHWYF,VSLHWYFMF,WYFMFLWPG,C






CTFCLHLSTSKIPAISNRGQGSGCLLHHP
SNFLLCTF,NFLLCTFCL,VFLSHHLSR,RVSLHWYFM,LSRVSL






HPNAQPHHL*
HWY,HPPHCSNFL,HPHPNAQPH,HPNAQPHHL,YEGTVFL







SH,SHHLSRVSL,HLSRVSLHW,CRREEESLF,REEESLFDL,LQ







HPPHCSN,RGQGSGCLL,GQGSGCLLH,EESLFDLQH,LHWY







FMFLW,HLSRVSLHWY,VSLHWYFMFL,FMFLWPGSLC,FL







WPGSLCCL,FLLCTFCLHL,HLSTSKIPAI,CLLHHPHPNA,FLSH







HLSRVS,TVFLSHHLSR,TFCLHLSTSK,VFLSHHLSRV,RVSLH







WYFMF,SLHWYFMFLW,YFMFLWPGSL,TSKIPAISNR,HPP







HCSNFLL,LSRVSLHWYF,LQHPPHCSNF,SLFDLQHPPH,YE







GTVFLSHH,LSHHLSRVSL,HHLSRVSLHW,SRVSLHWYFM,I







CRREEESLF,HCSNFLLCTF,LHLSTSKIPA,GQGSGCLLHH,WP







GSLCCLPH



OR2M
c.284de|C
p.A95fs
DLMLICTTVPKMAFNYLSGSKSISM[p.A
VSHKFSSIY,LALNVFFWL,ALNVFFWLL,NVFFWLLWL,WLL
HNSC


2


95fs]VVVSHKFSSIYHCLALNVFFWLLW
WLMTAI,LLWLMTAIL,LMTAILLFA,VVSHKFSSI,ISMVVVS






LMTAILLFATL*
HK,SMVVVSHKF,KFSSIYHCL,IYHCLALNV,CLALNVFFW,VF







FWLLWLM,LWLMTAILL,WLMTAILLF,GSKSISMVV,FSSIY







HCLA,MTAILLFAT,TAILLFATL,SSIYHCLAL,SKSISMVVV,HK







FSSIYHC,YHCLALNVF,HCLALNVFF,SIYHCLALNV,CLALNV







FFWL,LALNVFFWLL,NVFFWLLWLM,WLLWLMTAIL,LLW







LMTAILL,WLMTAILLFA,LMTAILLFAT,MTAILLFATL,VVVS







HKFSSI,SISMVVVSHK,VSHKFSSIYH,ISMVVVSHKF,IYHCLA







LNVF,YHCLALNVFF,FWLLWLMTAI,LWLMTAILLF,GSKSIS







MVVV,KFSSIYHCLA,VVSHKFSSIY,KSISMVVVSH,HKFSSIY







HCL,FSSIYFHCLAL



OR2M
c.531C>A
p.F177
GSTDGIIDAVATFSFSFCGSREIAH[p.F1
HLFCEFPSL,GSREIAHLF,EIAHLFCEF,REIAHLFCE,HLFCEFP
LUAD


2

L
77L]LFCEFPSLLILSCNDTSIFEEVIFIC
SLL,REIAHLFCEF,LFCEFPSLLI,GSREIAHLFC,CGSREIAHLF,







AHLFCEFPSL



OR2M
c.967T>C
p.F323
TRAFMKILGKGKSESELPHKLYVLL[p.F3
LLLAKFFFL,LLAKFFFLI,KLYVLLLAK,LYVLLLAKF,VLLLAKFFF,
LUAD


2

L
23L]LAKFFFLISIFFYDVKILALIMYIA
VLLLAKFFFL,LLLAKFFFLI,KLYVLLLAKF,LYVLLLAKFF,YVLLL







AKFFF,LAKFFFLISI,LPHKLYVLLL



OR2M
c.704G>A
p.R235
PVAIIIASYARVILAVIHMGSGEGR[p.R2
SGEGRHKAF,HMGSGEGRHK,GSGEGRHKAF,HKAFTTCSS
CRC


3

H
35H]HKAFTTCSSHLLWGMYYGAALF
H,GEGRHKAFTT






MYI




OR2M
c.819G>T
p.M27
VGMYYGAALFMYIRPTSDRSPTQDK[p.
KIVSVFYTI,TQDKIVSVF,TQDKIVSVFY,KIVSVFYTIL,SPTQD
HNSC


3

3I
M273I]IVSVFYTILTPMLNPLIYSLRNKE
KIVSV






VT




OR2M
c.613G>T
p.V205
DFPSLLILSCNDTSIFEKVLFICCI[p.V205
FICCILMIV,CILMIVFPV,ILMIVFPVA,LMIVFPVAI,LFICCILM
LUAD


5

L
L]LMIVFPVAIIIASYARVILAVIHMGS
I,KVLFICCIL,VLFICCILM,VLFICCILMI,ILMIVFPVAI,LMIVFP







VAII,KVLFICCILM,FICCILMIVF



OR2T
c.551G>A
p.R184
VATLSFPYCGAHEIDHFFCEAPVLV[p.R
HLACADTSV,EAPVLVHLA,CEAPVLVHL,HLACADTSVF,CEA
GBM


12

H
184H]HLACADTSVFENAMYICCVLMLL
PVLVHLA






VPF




OR2T
c.772A>T
p.M25
KKAFATCSSHVAVVGLFYGAGIFTY[p.
YGAGIFTYL,GIFTYLRPK,GAGIFTYLR,TYLRPKSHR,YLRPKS
LUAD


12

8L
M258L]LRPKSHRSTNHDKVVSAFYTM
HRS,AGIFTYLRPK,FTYLRPKSHR,FYGAGIFTYL,YGAGIFTYL






FTPLL
R,YLRPKSHRST



OR2T
c.37T>G
p.F13V
MGMEGLLQNSTN[p.F13V]VVLTGLIT
GLLQNSTNV,LLQNSTNVV,STNVVLTGL,LQNSTNVVL,GLL
LUSC


2


HPAFPGLLFAIVFSIFVV
QNSTNVV,LLQNSTNVVL,NSTNVVLTGL,STNVVLTGLI,LQ







NSTNVVLT



OR2T
c.31G>T
p.D11Y
MEQSNYSVYA[p.D11Y]YFILLGLFSNA
QSNYSVYAY,SVYAYFILL,YAYFILLGL,SNYSVYAYF,NYSVYA
LUAD


27


RFPWLLFALILLVFL
YFI,YSVYAYFIL,VYAYFILLG,AYFILLGLF,YSVYAYFILL,NYSV







YAYFIL,VYAYFILLGL,YAYFILLGLF,EQSNYSVYAY,QSNYSVY







AYF,SNYSVYAYFI



OR2T
c.358C>A
p.R120
CGVQIFFLPTLGGGECFLLAAMAYD[p.R
AMAYDSYAA,MAYDSYAAV,AAMAYDSYA,SYAAVCHPL,L
HNSC


33

S
120S]SYAAVCHPLRYPTLMSWQLCLR
AAMAYDSY,FLLAAMAYDS,AMAYDSYAAV,AAMAYDSYA






MTMS
A,LLAAMAYDSY,SYAAVCHPLR,LAAMAYDSYA,DSYAAVC







HPL,MAYDSYAAVC



OR2T
c.494C>A
p.P165
LRMTMSCWLLGAADGLLQAWTLSF[p.
FQYCGAHEI,TLSFQYCGA,AVVTLSFQY,LSFQYCGAH,SFQY
LUAD


33

Q
P165Q]QYCGAHEIDHFFCETPVLVRLA
CGAHEI,QAVVTLSFQY,FQYCGAHEID






CADT




OR2T
c.737G>T
p.C246
SSYTLILHLIHRMNSAAGRRKALAT[p.C
ALATFSSHM,KALATFSSH,ATFSSHMII,GRRKALATF,RKAL
LUAD


34

F
246F]FSSHMIIVLLLFGASFYTYMLRSSY
ATFSS,FSSHMIIVL,LATFSSHMI,ALATFSSHMI,ATFSSHMII






H
V,FSSHMIIVLL,TFSSHMIIVL,KALATFSSHM,AGRRKALATF,







RKALATFSSH,LATFSSHMII



OR2T
c.408_409C
p.V137
KMLLDQVMGVNKISAPECGMQMFFY[p.V13
GMQMFFYLT,MQMFFYLTL,CGMQMFFYL,GMQMFFYLT
LIHC


4
G>TC
L
7L]LTLAGSEFFLLATMAYDRYVAI
L,MQMFFYLTLA,FYLTLAGSEF






CHPLR




OR2T
c.637G>T
p.V213
ACGDKTTYETVMYVCCVAMLLIPFS[p.
AMLLIPFSL,MLLIPFSLV,LLIPFSLVT,LIPFSLVTA,LVTASYTRI,
LUAD


6

L
V213L]LVTASYTRILITVHQMTSAEGRK
SLVTASYTR,PFSLVTASY,IPFSLVTAS,AMLLIPFSLV,LLIPFSL






KAF
VTA,SLVTASYTRI,FSLVTASYTR,IPFSLVTASY,VAMLLIPFSL



OR4C
c.744C>A
p.F248
LKNNSLEGRCKALSTCISHIIVVVL[p.F24
IIVVVLLFV,LLFVPCIFV,HIIVVVLLF,VLLFVPCIF,LFVPCIFVY,
UCEC


12

L
8L]LFVPCIFVYLRSVTTLPIDKAVAVFY
HIIVVVLLFV,VLLFVPCIFV,LLFVPCIFVY,SHIIVVVLLF,VVLLF







VPCIF,LFVPCIFVYL,ISHIIVVVLL



OR4C
c.837G>T
p.M27
FVYLRSVTTLPIDKAVAVFYTMWP[p.
MVVPILNPV,ILNPVVYTL,VFYTMVVPI,FYTMVVPIL,VPILN
LUAD


12

9I
M279I]ILNPVVYTLRNAEVKSAIRKLWR
PVVY,AVFYTMVVPI,TMVVPILNPV,MVVPILNPVV,ILNPV






KKV
VYTLR,VFYTMVVPIL,VVPILNPVVY



OR4C
c.925G>T
p.D309
VYTLRNAEVKSAIRKLWRKKVTSDN[p.
RKKVTSDNY,WRKKVTSDNY
LUAD


12

Y
D309Y]Y




OR4C
c.188A>T
p.Y63F
LGNLLIIISVKTSQALKNPMFFFLF[p.Y63
PMFFFLFFL,FLSLSDTCL,FFFLFFLSL,NPMFFFLFF,FLFFLSLS
CLL


16


F]FLSLSDTCLSTSITPRMIVDALLKKT
DT,FLSLSDTCLS,KNPMFFFLFF,MFFFLFFLSL,NPMFFFLFFL



OR4C
c.403A>C
p.S135
IFILILTAVDRYVDICKPLHYMTII[p.S135
YMTIIRQWV,IIRQWVCGV,HYMTIIRQW,RQWVCGVLM,T
STAD


16

R
R]RQWVCGVLMAVAWVGSCVHSLVQI
IIRQWVCGV,RQWVCGVLMA,HYMTIIRQWV,LHYMTIIRQ






FL
W,IRQWVCGVLM



OR4C
c.484C>A
p.L162
WVCGVLMAVAWVGSCVHSLVQIFLA[p.
SLVQIFLAM,VQIFLAMSL,FLAMSLPFC,IFLAMSLPF,MSLPF
LUAD


16

M
L162M]MSLPFCGPNVINHCFCDLQP
CGPNV,FLAMSLPFCG,QIFLAMSLPF,HSLVQIFLAM,VQIFL






LLKQAC
AMSLP



OR4C
c.389_390i
p.H130
IADSLYEGRTISYECCMAQLFGAHF[p.H
AQLFGAHFF,LFGAHFFGR,QLFGAHFFGR,MAQLFGAHFF
LUAD


3
nsT
fs
130fs]FGRC*




OR4E
c.677G>A
p.R226
TNSGTISLSCFLAVVTSYMVILVSL[p.R2
MVILVSLQK,ILVSLQKFISA,YMVILVSLQK
SKCM


2

Q
26Q]QKHSAEGRQKALSTCSAHFMVVA







LFF




OR4K
c.761G>T
p.C254
SSRGSSKALSTCTAHFIVVFLFFGP[p.C2
FLFFGPFIF,FIFIYMWPL,VFLFFGPFI,LFFGPFIFI,FFGPFIFIY,
LUSC


2

F
54F]FIFIYMWPLSSFLTDKILSVFYTIFT
VVFLFFGPF,GPFIFIYMW,VVFLFFGPFI,FLFFGPFIFI,IVVFLF







FGPF,VFLFFGPFIF,FFGPFIFIYM,FGPFIFIYMW,PFIFIYMW







PL,LFFGPIFIY



OR4K
c.529de|T
p.F177f
VHTLSQLSFTVNLPFCGPNWDSFF[p.F
NVVDSFFVI,FLESPNLPA,PAWTLTSLK,AWTLTSLKY,SPNLP
STAD


5

s
177fs]VIFLESPNLPAWTLTSLKY*
AWTL,LPAWTLTSL,VVDSFFVIF,LESPNLPAW,VVDSFFVIFL,







FVIFLESPNL,NLPAWTLTSL,PAWTLTSLKY,ESPNLPAWTL,







NVVDSFFVIF,FLESPNLPAW,LESPNLPAWT



OR4M
c.122G>A
p.G41E
GLSQTREVQLVLFVIFLSFYLFILP[p.G41
YLFILPENI,FILPENILI,ILPENILII,YLFILPENIL,FILPEN
SKCM


1


E]ENILIICTIRLDPHLTSPMYFLLANL
ILII,FYLFILPENI,LFILPENILI,ENILIICTIR



OR4M
c.355G>T
p.A119
FDGCIAQLFFLHFAGASEMFLLTVM[p.
LTVMSFDLY,LLTVMSFDL,VMSFDLYTA,MSFDLYTAI,MFLL
LUAD


2

S
A119S]SFDLYTAICRPLFIYATIMNQRLC
TVMSF,TVMSFDLYT,LLTVMSFDLY,FLLTVMSFDL,TVMSF






CIL
DLYTA,VMSFDLYTAI,EMFLLTVMS,MSFDLYTAIC,SEMFL







LTVMS



OR4M
c.481G>T
p.A161
MNQRLCCILVALSWRGGFIHSIIQV[p.A
SIIQVSLIV,IQVSLIVRL,SLIVRLPFC,VSLIVRLPF,HSIIQVSLI,I
LUAD


2

S
161S]SLIVRLPFCGPNELDSYFCDITQVV
HSIIQVSL,FIHSIIQVSL,SIIQVSLIVR,HSIIQVSLIV,QVSLIVRL






R
PF



OR4M
c.803C>T
p.S268
YSHITIVVLMFGPSIYIYARPFDSF[p.S26
FFLDKVVSV,FLDKVVSVF,YARPFDSFF,IYARPFDSFF,FFLDK
SKCM


2

F
8F]FLDKVVSVFNTLIFPLRNPIIYTLRN
VVSVF,YARPFDSFFL,RPFDSFFLDK



OR4N
c.122G>A
p.G41E
GLTQSQDIQLLVFVLVLIFYFIILP[p.G41
FIILPENFL,IILPENFLI,ILPENFLII,YFIILPENF,ENFLIIFTI,
SKCM


2


E]ENFLIIFTIKSDPGLTAPLYFFLGNL
LPENFLIIF,FIILPENFLI,IILPENFLII,FYFIILPENF,YFIIL







PENFL,ILPENFLIIF,PENFLIIFTI



OR4N
c.448_449i
p.L150f
ICRPLHYPTVMNPRTCYAMMLALWL[p.
MLALWLWGF,AMMLALWLW,LWLWGFCPL,LWGFCPLH
BLCA,KIRC


2
nsT
s
L150fs]WGFCPLHYPGGPHPPLAFLW
Y,YPGGPHPPL,GPHPPLAFL,WPKPAGQLL,LHYPGGPHP,L






PKPAGQLLL*
AFLWPKPA,MMLALWLWGF,MLALWLWGFC,ALWLWGF







CPL,FLWPKPAGQL,YAMMLALWLW,HYPGGPHPPL,LWP







KPAGQLL,WLWGFCPLHY,WPKPAGQLLL,LHYPGGPHPP,







GPHPPLAFLW



OR4N
c.448_449i
p.L150f
ICRPLHCSTVMNPRACYAMMLALWL[p.
MLALWLWGF,AMMLALWLW,LWLWGFCPL,LWGFCPLH
CLL


4
nsT
s
L150fs]WGFCPLHYPGGPHPPLAFLW
Y,YPGGPHPPL,GPHPPLAFL,WPKPAGQLL,LHYPGGPHP,L






PKPAGQLLL*
AFLWPKPA,MMLALWLWGF,MLALWLWGFC,ALWLWGF







CPL,FLWPKPAGQL,YAMMLALWLW,HYPGGPHPPL,LWP







KPAGQLL,WLWGFCPLHY,WPKPAGQLLL,LHYPGGPHPP,







GPHPPLAFLW



OR51
c.371T>G
p.L124
AQEFFIHGFTVMESSVLLIMSLDRF[p.L
IMSLDRFRA,LIMSLDRFR,RFRAIHNPL,MSLDRFRAI,RAIHN
STAD


A7

R
124R]RAIHNPLRYSSILTSNRVAKMGLIL
PLRY,IMSLDRFRAI,LIMSLDRFRA,MSLDRFRAIH,RFRAIHN






A
PLR,FRAIHNPLRY,LLIMSLDRFR



OR51
c.488C>T
p.S163
RVIALGVGVFLRGFVSILPVILRLF[p.S16
RLFLFSYCK,PVILRLFLF,ILRLFLFSY,LPVILRLFL,FLFSYCKSH,
SKCM


B2

L
3L]LFSYCKSHVITRAFCLHQEIMRLACA
FLFSYCKSHV,ILPVILRLFL,VILRLFLFSY,LPVILRLFLF



OR51
c.197_213d
p.A66fs
GTLLLLIKEDHNLHEPMYFFLAMLA[p.A
MLAGPDHNA,LLFPGLLYT,GLLYTLTFL,LLYTLTFLS,YTLTFLS
KIRC


B5
e|CCACAGA

66fs]GPDHNAHGAGSPLAGSQGDWK
RV,FLSRVWHSA,GLLFPGLLY,LFPGLLYTL,VWHSACHGL,LY




CCTGGGGC

CGLLFPGLLYTLTFLSRVWHSACHGL*
TLTFLSR,NAHGAGSPL,SQGDWKCGL,GDWKCGLLF,FPGL




TG


LYTLT,AMLAGPDHNA,GLLFPGLLYT,LLFPGLLYTL,FLSRVW







HSAC,RVWHSACHGL,LLYTLTFLSR,LYTLTFLSRV,YTLTFLSR







VW,LSRVWHSACH,CGLLFPGLLY,HNAHGAGSPL,FPGLLYT







LTF,MLAGPDHNAH,SQGDWKCGLL,WKCGLLFPGL,SPLA







GSQGDW



OR51F
c.200G>C
p.R67P
SIPFCLLYVVAVSGNSMILFVVLCE[p.R6
VLCEPSLHK,PSLHKPMYY,CEPSLFHPM,VVLCEPSLHK,LCE
LUSC


2


7P]PSLHKPMYYFLSMLSATDLSLSLCTL
PSLHKPM,EPSLHKPMYY



OR51S
c.476G>A
p.R159
ICRPLHYPALLTNGVISKISLAISF[p.R159
SLAISFQCL,SFQCLGLHL,ISFQCLGLH,FQCLGLHLPL,ISLAIS
LUSC


1

Q
Q]QCLGLHLPLPFLLAYMPYCLPQVLTH
FQCL,LAISFQCLGL,ISFQCLGLHL



OR51
c.892C>A
p.P298
FGKHLSPVAHVLIGNIYILFPPLMN[p.P2
ILFPPLMNT,LMNTIIYSV,LFPPLMNTI,MNTIIYSVK,NTIIYSV
LUAD


V1

T
98T]TIIYSVKTQQIHTRMLRLFSLKRY
KT,PPLMNTIIY,FPPLMNTII,ILFPPLMNTI,PLMNTIIYSV,LM







NTIIYSVK,LFPPLMNTII,FPPLMNTIIY



OR52
c.397C>T
p.R133
FVHALTAMESGVLLAMACDRAAAIG[p.
RAAAIGCPL,AAIGCPLHY,CPLHYPVLV,AIGCPLHYPV,RAA
CRC


W1

C
R133C]CPLHYPVLVTKACVGYAALALA
AIGCPLH,AAAIGCPLHY,IGCPLHYPVL






LKAV




OR5A
c.267G>T
p.K89N
QHLAFVDICYTSAITPKMLQSFTEE[p.K8
FTEENNLML,TEENNLMLF,FTEENNLMLF,LQSFTEENNL,Q
UCEC


K2


9N]NNLMLFQGCVIQFLVYATFATSDCY
SFTEENNLM






L




OR5A
c.117G>T
p.M39I
FVGFTDYLPLRVTLFLVFLLVYTLT[p.M3
FLLVYTLTI,LLVYTLTIV,YTLTIVGNI,TIVGNILLI,LTIVGNILL,F
LUAD


S1


9I]IVGNILLIILVNINSSLQIPMYYFLS
LLVYTLTIV,VFLLVYTLTI,VYTLTIVGNI,YTLTIVGNIL,LTIVGN







ILLI



OR5A
c.935G>A
p.R312
KAFSTCASHLTAICLFFGTTLFMYL[p.R3
FMYLHPRSS,YLHPRSSYS,TLFMYLHPR,GTTLFMYLH,MYL
CRC


U1

H
12H]HPRSSYSLTQDRTVAVIYTVVIPVL
HPRSSY,HPRSSYSLT,LHPRSSYSL,YLHPRSSYSL,FMYLHPRS






N
SY,TTLFMYLHPR



OR5B
c.865A>T
p.S289
HFMGTDKMASVFYAIVIPMLNPLVY[p.
MLNPLVYCL,LVYCLRNKEV,MLNPLVYCLR,CLRNKEVKSA
LUAD


12

C
S289C]CLRNKEVKSAFKKTVGKAKASIG







FIF




OR5B
c.488G>A
p.R163
VCACLAIGCYVIGFLNASIQIGDTF[p.R1
IQIGDTFHL,HLSFCMSNV,DTFHLSFCM,IGDTFHLSF,HLSFC
CRC


17

H
63H]HLSFCMSNVIHHFFCDKPAVITLTC
MSNVI,DTFHLSFCMS,QIGDTFHLSF






S




OR5B
c.798G>T
p.M26
SHLIAIFLFYITVIIMYIRPSSSHS[p.M266
SSHSIDTDK,SIDTDKIASV,YIRPSSSHSI,SSSHSIDTDK,RPSSS
LUAD


17

6I
I]IDTDKIASVFYTMIIPMLSPIVYTLR
HSIDT,IDTDKIASVF



OR5D
c.706C>T
p.R236
SSLIIILTSYMLIFTTIMKMRSASG[p.R23
KMRSASGCQ,SASGCQKTF,CQKTFSTCA,KMRSASGCQK,R
GBM


13

C
6C]CQKTFSTCASHLTAITIFHGTILFLY
SASGCQKTF,CQKTFSTCAS



OR5D
c.736C>A
p.H246
VFIFVTVLKIRSVSGRHKAFSTWAS[p.H
TWASNLTSI,KAFSTWASN,ASNLTSITI,SNLTSITIF,STWASN
LUAD


14

N
246N]NLTSITIFHGTILFLYCVPNSKNSR
LTSI,KAFSTWASNL,WASNLTSITI,ASNLTSITIF






Q




OR5D
c.790C>A
p.P264
VFSTCASHLTAITIFHGTILFLYCV[p.P26
FLYCVTNSK,CVTNSKNSR,LFLYCVTNSK
LUAD


16

T
4T]TNSKNSRHTVKVASVFYTVVIPLLNP




OR5D
c.812C>A
p.T271
LTAITIFHGTILFLYCVPNSKNSRH[p.T27
KVKVASVFY,RHKVKVASV,HKVKVASVF,NSKNSRHKVK,KV
LUSC


18

K
1K]KVKVASVFYTVVIPMLNPLIYSLRNK
KVASVFYT,RHKVKVASVF,HKVKVASVFY



OR5F1
c.131G>T
p.G44V
DTLELQIILFLFFLVIYTLTVLGNL[p.G44V]
VLGNLVMIL,TLTVLGNLV,TVLGNLVMI,LTVLGNLVM,YTLT
LUAD





VMILLIRIDSQLHTPMYFFLANLSFV
VLGNLV,VLGNLVMILL,NLVMILLIRI,TLTVLGNLVM



OR5J2
c.106G>T
p.A36S
EFILLGLTDHAELKAVLFVVFLVIY[p.A36
VVFLVIYSI,FLVIYSITL,LVIYSITLL,VIYSITLLR,YSITLLRNL,FV
LUAD





S]SITLLRNLGMILLIQITSKLHTPMYF
VFLVIYSI,FLVIYSITLL,LVIYSITLLR,VFLVIYSITL,IYSITLLRNL



OR5L1
c.824C>A
p.T275
VFHGTVLSIYCRPSSGNSGDADKVA[p.T
KVANVFYTV,ANVFYTVVI,DADKVANVF,DADKVANVFY,K
LUAD




N
275N]NVFYTVVIPMLNSVIYSLRNKDV
VANVFYTVV,NVFYTVVIPM,GDADKVANVF,VANVFYTVVI






KEA




OR5M
c.265de|A
p.T89fs
LSFVDVWFSSNVTPKMLENLLSDKK[p.
LSDKKQLLM,LLSDKKQLL,KKQLLMLW,LSDKKQLLML,LLS
STAD


3


T89fs]QLLMLVV*
DKKQLLM



OR5P
c.299C>T
p.A100
PNMLVNFLVERNTVSYLGCAIQLGS[p.
QLGSVAFFA,GSVAFFATV,IQLGSVAFF,AIQLGSVAF,CAIQL
GBM


2

V
A100V]VAFFATVECVLLAAMAYDRFVA
GSVA,IQLGSVAFFA,VAFFATVECV,CAIQLGSVAF,AIQLGS






ICSP
VAFF



OR6C
c.460_461i
p.I154fs
TTIMSNKVCNWLVISSWLAGFLIIF[p.I1
DYGPPTGFL,GFLIIFSPR,LIIFSPRDY,SPRDYGPPT,RDYGPP
LUAD


65
nsT

54fs]SPRDYGPPTGFL*
TGF,WLAGFLIIFS,AGFLIIFSPR,FLIIFSPRDY,RDYGPPTGFL



OR6C
c.280G>T
p.G94
ISFTSVCIPRFLVTVVTGNRTISYN[p.G9
RTISYNWCV,SYNWCVAQL,YNWCVAQLF,NWCVAQLFF,S
LUAD


75

W
4W]WCVAQLFFFIFLGVTEFYLLAAMSY
YNWCVAQLF,YNWCVAQLFF,NWCVAQLFFF,RTISYNWCV






D
A,ISYNWCVAQL



OR6K
c.236C>A
p.P79Q
HLHTPMYTFISALSFLEIWYTTATI[p.P7
TIQKMLSSL,IQKMLSSLL,YTTATIQKM,TTATIQKML,ATIQK
LUAD


2


9Q]QKMLSSLLSERSISFNGCLLQMYFF
MLSSL,TIQKMLSSLL,IWYTTATIQK,WYTTATIQKM,YTTATI






H
QKML,IQKMLSSLLS



OR6K
c.931T>C
p.F311
YLRFSATYSVFWDTAIAVTFVILAP[p.F31
VTFVILAPL,ILAPLFNPI,TFVILAPLF,APLFNPIIY,VILAPLFNPI,
TGCT,THCA


6

L
1L]LFNPIIYSLKNKDMKEAIGRLFHYQ
ILAPLFNPII,AVTFVILAPL,LFNPIIYSLK,VTFVILAPLF,LAPLF






K
NPIIY



OR6N
c.877C>T
p.R293
LTLDRTLAIVYSVLTPMVNPIIYSL[p.R29
SLCNKEIIK,PIIYSLCNK,IYSLCNKEI,YSLCNKEII,IYSLCNKEI,
GBM


2

C
3C]CNKEIIKAIKRTIFQKGDKASLAHL
YSLCNKEIIK,IYSLCNKEII,CNKEIIKQIK,MVNPIIYSLC



OR6V
c.744de|C
p.I248fs
VLRIPSASSCQKAFSTCGSHLTLVF[p.I24
LTLVFMATV,TLVFMATVV,FMATVVPSF,FCMSGLAKL,GL
HNSC


1


8fs]MATVVPSFCMSGLAKLTLCKSGRS
AKLTLCK,SFCMSGLAK,GSHLTLVFM,VPSFCMSGL,MSGLA






WPW*
KLTL,TLCKSGRSW,CKSGRSWPW,HLTLVFMATV,LTLVFM







ATW,FMATVVPSFC,VVPSFCMSGL,CMSGLAKLTL,PSFC







MSGLAK,SGLAKLTLCK,VFMATVVPSF,MATVVPSFCM,LTL







CKSGRSW



OR7C
c.311de|T
p.F104fs
PKMLLNILTQNKFITYAGCLSQIFF[p.F1
CLSQIFFSL,SQIFFSLHL,SLHLDAWTI,FFSLHLDAW,LHLDA
KIRC


1


04fs]SLHLDAWTIYS*
WTIY,FSLHLDAWTI,IFFSLHLDAW,SLHLDAWTIY,LSQIFFS







LHL



OR7C
c.535de|T
p.C179fs
MGSLLETLTVLRLSFCTEMEIPHFF[p.C1
MEIPHFFVI,EMEIPHFFV,IPHFFVIYL,MEIPHFFVIY,IPHFFV
STAD


1


79fs]VIYLKS*
IYLK,TEMEIPHFFV,EMEIPHFFVI,EIPHFFVIYL



OR7E
c.21_22insT
p.L7fs
MSYFPILFFFF[p.L7fs]PQKVSELHRATE
ILFFFFPQK,LFFFFPQK,ATESHRCLR,GSRTAAGPR,RTAAG
PRAD


24


SHRCLRIPPPGTLRGSRTAAGPRWAVP
PRWA,TAAGPRWAV,TLRGSRTAA,RATESHRCL,LRIPPPGT






VHVPGHGAGEPAHHPGCQL*
L,FPQKVSELH,ILFFFFPQKV,RTAAGPRWAV,PILFFFFPQK,







FFFPQKVSEL,RATESHRCLR,CLRIPPPGTL,GTLRGSRTAA,R







GSRTAAGPR,ELHRATESHR,GPRWAVPVHV,EPAHHPGCQ







L,SELHRATESH,HRATESHRCL,GSRTAAGPRW,FPILFFFFP







Q



OR8D
c.917G>T
p.R306
IIPMLNPLIYSLRNKDVKNALKKMT[p.R
ALKKMTMGR,KNALKKMTM,KKMTMGRQS,KMTMGRQS
LUAD


2

M
306M]MGRQSS
S,NALKKMTMGR,VKNALKKMTM,KKMTMGRQSS



OR8H
c.498G>T
p.L166
CLALITGPYVIGFIDSFVNVVSMSR[p.L1
VSMSRFHFY,VVSMSRFHF,MSRFHFYDS,RFHFYDSNV,VN
LUSC


2

F
66F]FHFYDSNVIHHFFCDTSPILALSCTD
VVSMSRF,FHFYDSNVI,VVSMSRFHFY,RFHFYDSNVI,MSR







FHFYDSN,FVNVVSMSRF,NVVSMSRFHF,SRFHFYDSNV,F







HFYDSNVIH



OR8J3
c.479C>T
p.S160
VVSRRLCLLLVSLTYLYGFSTAIVV[p.S16
VVLPCIFSV,TAIVVLPCI,LPCIFSVSY,AIVVLPCIF,IVVLPCIFS
LUSC




L
0L]LPCIFSVSYCSSNIINHFYCDIAPLL
V,VLPCIFSVSY,STAIVVLPCI,YGFSTAIVVL,TAIVVLPCIF



OR8K
c.705G>T
p.K235
SLLIVLLSYLLILVAILRMNSAGRQ[p.K23
NSAGRQNAF,NAFSTCGAH,RQNAFSTCG,RMNSAGRQNA,
LUSC


3

N
5N]NAFSTCGAHLTVVIVFYGTLLFMYV
RQNAFSTCGA,MNSAGRQNAF,NAFSTCGAHL






Q




OR8S1
c.296C>T
p.A99V
SSVIVPKMLENLLSQRKTISVEGCL[p.A9
LVQVFFVFV,TISVEGCLV,CLVQVFFVF,VEGCLVQVF,VQVF
CRC





9V]VQVFFVFVTAGTEACLLSGMAYDR
FVFVT,CLVQVFFVFV,VQVFFVFVTA,KTISVEGCLV,GCLVQ






HA
VFFVF,EGCLVQVFFV,SVEGCLVQVF,VEGCLVQVFF



OR9A
c.865C>T
p.R289
VEYNKIVSLLVSVLTPFLNPFIFTL[p.R28
FIFTLWNDK,FTLWNDKVK,LNPFIFTLW,FIFTLWNDKV,TL
LUAD


2

W
9W]WNDKVKEALRDGMKRCCQLLKD*
WNDKVKEA,FLNPFIFTLW



OR9G
c.506G>T
p.R169
VAVSYCGGFINSSIITKKTFSFNFC[p.R16
KTFSFNFCL,SFNFCLENI,FNFCLENII,LENIIDDFF,FSFNFCLE
LUAD


9

L
9L]LENIIDDFFCDLLPLVELACGEKGGY
NI,SFNFCLENII,KTFSFNFCLE,KKTFSFNFCL



OSBP
c.2163G>C
p.Q721
FSELALTLNAWESGTAPTDSRLRPD[p.
RLRPDHRLM,DSRLRPDHR,RLRPDHRLME,SRLRPDHRLM
CESC




H
Q721H]HRLMENGRWDEANAEKQRLE







EKQRLS




OSBP
c.1881_188
p.H627fs
ETFELDRLDDMGLRSLCEQVSHHPP[p.
VLQAWLEPL,ALRVLQAWL,KIHLHHAAR,HAARCHPLR,AA
STAD


2
2insC

H627fs]LSCALRVLQAWLEPLAGDHHL
RCHPLRI,HLNCSQHHR,SQHHRGQAL,HHAARCHPL,EQVS






QQVPGKIHLHHAARCHPLRIPGQWESL
HHPPL,CALRVLQAW,LQAWLEPLA,LQQVPGKIH,QQVPG






RVEEEHLNCSQHHRGQALDRPVRGHR
KIHL,GKIHLHHAA,GQWESLRVE,EPLAGDHHL,HPLRIPGQ






DCEP*
W,RVLQAWLEPL,VLQAWLEPLA,KIHLHHAARC,HHAARC







HPLR,CEQVSHHPPL,SHHPPLSCAL,LQAWLEPLAG,LQQVP







GKIHL,QQVPGKIHLH,LHHAARCHPL,LRIPGQWESL,WESL







RVEEEH,LEPLAGDHHL,HPPLSCALRV,IPGQWESLRV



OSBPL
c.1730G>A
p.R577
SEDNTSVADNISRQILNGELTGGAF[p.R
FQNGRRACL,LTGGAFQNGR
UCEC


6

Q
577Q]QNGRRACLPAPCPDTSNINLWN







ILRN




OSTN
c.344G>A
p.R115
PLDRLSAGSVDHKGKQRKVVDHPKR[p.
RQFGIPMDR,PKRQFGIPM,RQFGIPMDRI,HPKRQFGIPM,
CRC




Q
R115Q]QFGIPMDRIGRNRLSNSRG
KVVDHPKRQF



OTOF
c.1163C>T
p.T388
DDISSGLKGYVKCDVAWGKGDNIK[p.
KGDNIKMPHK
BRCA




M
T388M]MPHKANETDEDDIEGNLLLPE







GVPPE




OTOF
c.3910G>A
p.E130
KLETMVKLDATSEAVVKVDVAEEEK[p.
KVDVAEEEKK
STAD




4K
E1304K]KKKKKKKGTAEEPEEEEPDES







MLDWW




OTOL
c.1291G>A
p.V431I
VAQNKKQFKSRETLYGQEIDQASLL[p.V
QASLLIILK,DQASLLII,DQASLLIIL,QEIDQASLLI,DQASLLIIL
CRC


1


431I]IILKLSAGDQVWLEVSKDWNGVY







VSA




OTOP
c.310_318d
p.LLW1
AWAVHAAGVSKSDLLCFLTALMLLQ[p.
MLLQMLWYV,LQMLWYVGR,LMLLQMLWY,LTALMLLQ
ACC


1
e|CTGCTGT
04de|
LLW104de|]MLWYVGRSSAHRRLFRLK
M,ALMLLQMLW,FLTALMLLQM,LMLLQMLWYV,ALMLL




GG

DTHAGAGWLRGSITLF
QMLWY,LLQMLWYVGR,TALMLLQMLW



OTUD
c.830G>T
p.R277I
VQNLEAENYNIESAIIAVLRMNQGK[p.
RMNQGKINNA,GKINNAEENL
CRC


3


R277I]INNAEENLEPSGRVLKQCGPLW







EEGG




OTUD
c.2726C>T
p.T909I
ALASIPPVAEGKAHPPTQILNRERE[p.T9
ILNREREIV,REREIVPVE,LNREREIVPV,TQILNREREI,REREI
BLCA,PRAD,


4


09I]IVPVELEPKRTIQSLKEKTEKVKDPK
VPVEL,REIVPVELEP
THCA


OTUD
c.458_460d
p.A153
VADEDNSEISDSEDDSCKSKTAAAA[p.A
KSKTAAAAD,KSKTAAAADV,TAAAADVNGF
PRAD


4
e|CTG
de|
153de|]DVNGFKPLSGNEQLKNNGNST







SLPLSRK




OTX2
c.130de|C
p.R44fs
TSGMDLLHPSVGYPGPWASCPAATP[p.
RGRRSLGRS,SAGRGRRSL,AGRGRRSLGR,CPAATPGNSA,N
STAD





R44fs]GNSAGRGRRSLGRS*
SAGRGRRSL



OXR1
c.364G>A
p.E122
GTIEYTVESRDSLNSIALKFDTTPN[p.E1
KLVQLNKLF,ALKFDTTPNK,DTTPNKLVQL,LKFDTTPNKL,N
UCEC




K
22K]KLVQLNKLFSRAVVTGQVLYVPDP
KLVQLNKLF






EY




P2RX1
c.58de|C
p.R20fs
MARRFQEELAAFLFEYDTP[p.R20fs]A
FLFEYDTPA,DTPAWCWCV,TPAWCWCVI,WCVIRRWAL,F
STAD





WCWCVIRRWALSSD*
LFEYDTPAW,AWCWCVIRRW,CWCVIRRWAL,TPAWCWC







VIR,DTPAWCWCVI,FEYDTPAWCW



P2RX7
c.425C>A
p.P142
RLCPEYPTRRTLCSSDRGCKKGWMD[p.
WMDQQSKGI,KGWMDQQSK
LUAD




Q
P142Q]QQSKGIQTGRCVVYEGNQKTC







EVSAW




PABP
c.1223A>T
p.Y408
MQRMASVRAVPNPVINPYQPAPPSG[p.
YQPAPPSGF,QPAPPSGFF,PYQPAPPSGF,YQPAPPSGFF,Q
KIRC


C1

F
Y408F]FFMAAIPQTQNRAAYYPPSQI
PAPPSGFFM,APPSGFFMAA,PPSGFFMAAI






AQLRP




PABP
c.280C>T
p.R94C
LDTMNFDVIKGKPVRIMWSQRDPSL[p.
SQRDPSLCKXK,CSGVGNIF,SLCKSGVGN,WSQRDPSLCK,LC
DLBCL


C1


R94C]CKSGVGNIFIKNLDKSIDNKALYD
KSGVGNIF






TF




PABP
c.467_468i
p.E156f
DENGSKGYGFVHFETQEAAERAIEK[p.E
AERAIEKNEW
KIRC


C1
nsG
s
156fs]NEWNAPK*




PABP
c.541G>A
p.A181
EKMNGMLLNDRKVFVGRFKSRKERE[p.
SRKERETEL,KERETELGA,RETELGARA,KSRKERETEL,TELG
KIRC


C1

T
A181T]TELGARAKEFTNVYIKNFGED
ARAKEF






MDDER




PABP
c.761_762i
p.K254f
KSKGFGFVSFERHEDAQKAVDEMNG[p.
NLCWSSSEK,KTNLCWSSS,AQWKTNLCW,DEMNGNGAQ,
CLL


C1
nsT
s
K254fs]NGAQWKTNLCWSSSEKGGTA
TNLCWSSSEK,AQWKTNLCWS,DEMNGNGAQW






DGT*




PABP
c.999de|A
p.K333f
LRKEFSPFGTITSAKVMMEGGRSKG[p.
VLYVSPPQK,RSKGLVLYV,GRSKGLVLY,MMEGGRSKGL,LV
KIRC


C1

s
K333fs]LVLYVSPPQKKPLKQLQK*
LYVSPPQK,VLYVSPPQKK,RSKGLVLYVS,VSPPQKKPLK,GG







RSKGLVLY



PABP
c.975_979d
p.V325
LDDGIDDERLRKAFSPFGTITSAKV[p.V3
RVWFCMFLL,KVGRWSQQR,RWSQQRVWF,QQRVWFC
TGCT


C3
e|TATGA
fs
25fs]GRWSQQRVWFCMFLLPRRSH*
MF,TITSAKVGR,WFCMFLLPR,GRWSQQRVW,SQQRVWF







CM,GTITSAKVGR,VWFCMFLLPR,SQQRVWFCMF,KVGR







WSQQRV,QQRVWFCMFL,WFCMFLLPRR,VGRWSQQRV







W,GRWSQQRVWF,WSQQRVWFCM,CMFLLPRRSH



PABP
c.997de|A
p.K333f
LRKAFSPFGTITSAKVMMEGGRSKG[p.
VLYVSPPQK,RSKGLVLYV,GRSKGLVLY,MMEGGRSKGL,LV
BLCA


C3

s
K333fs]LVLYVSPPQKKPLKQLQK*
LYVSPPQK,VLYVSPPQKK,RSKGLVLYVS,VSPPQKKPLK,GG







RSKGLVLY



PACSI
c.1075G>A
p.E359
AVESTSQAGDRGSVSSYDRGQPYAT[p.
RGQPYATKW
HNSC


N1

K
E359K]KWSDDESGNPFGGSETNGGAN







PFEDD




PACSI
c.993G>C
p.Q331
ADLNRTLSRREKKKATDGVTLTGIN[p.Q
INHTGDQSL,HTGDQSLPSK
BRCA


N2

H
331H]HTGDQSLPSKPSSTLNVPSNPAQ







SAQ




PADI2
c.340A>C
p.T114
SSDKVTVNYYDEEGSIPIDQAGLFL[p.T1
GLFLPAIEI,FLPAIEISL,DQAGLFLPA,LFLPAIEISL,DQAGLFL
MM




P
14P]PAIEISLDVDADRDGVVEKNNPKK
PAI,LPAIEISLDV,IDQAGLFLPA






AS




PAFA
c.904de|A
p.K302f
VECISWAPESSYSSISEATGSETKK[p.K3
RLLRCGMSV,GMSVLACAL,LLRCGMSVL,SETKKVVNL,RLL
STAD


H1B1

s
02fs]VVNLGHSCCLDPETRLLRCGMSVL
RCGMSVL,LLRCGMSVLA,CGMSVLACAL






ACAL*




PALB2
c.839de|A
p.N280
DSGSSQHLEHIPPKGSSELTTHDLK[p.N
LKTLDLLHL,SELTTHDLKT
STAD




fs
280fs]TLDLLHL*




PALLD
c.2986G>A
p.A996
DSAHKMLVRENGVHSLIIEPVTSRD[p.A
VTSRDTGIY,RDTGIYTCI,PVTSRDTGIY
KIRC




T
996T]TGIYTCIATNRAGQNSFSLELVVA







AK




PALM
c.3213_321
p.1075_
KAVSKTSRDGAEQQGPEATVEEAEA[p.
EAEAEAAAF,VEEAEAEAA,AEAEAAAFG,EEAEAEAAAF,AE
KIRC


2-
4insGAAGC
1076i
1075_1076insEA]EAAAFGSEKPQSMF
AEAAAFGS,VEEAEAEAAA



AKAP
T
nsEA
EPPQVSSPVQEKRDVLP




2







PALM2-
c.3354_335
p.G111
VQEKRDVLPKILPAEDRALRERGPP[p.G
RERGPPPAT,ALRERGPPPA,RERGPPPATA
KIRC


AKAP
5insC
8fs
1118fs]PATASCAAQWPD*




2







PALM
c.895G>A
p.A299
KLEMVHKSRKDHSSGNPGQQAQAPS[p.
STAGPEANL,APSTAGPEA,GQQAQAPST,QQAQAPSTA,G
BRCA


2-

T
A299T]TAGPEANLDQPVTMIFMGY
QQAQAPSTA,QQAQAPSTAG



AKAP


QNIEDEE




2







PAMR
c.302de|G
p.G101
CDSCLIHPGCTIFENCKSCRNGSWG[p.
WGVPWMTSM,RNGSWGVPW,KSCRNGSWGV,CRNGSW
STAD


1

fs
G101fs]VPWMTSM*
GVPW,RNGSWGVPWM,SWGVPWMTSM



PANK
c.1199de|A
p.K400f
DSVGFNGKPECYYFENPTNPELCQK[p.
TLCCWLTWA,WLTWAQVSA,RTALITHTL,HTLCCWLTW,C
STAD


1

s
K400fs]SRTALITHTLCCWLTWAQVSAF
QKSRTALI,KSRTALITH,LTWAQVSAF,LCQKSRTAL,LITHTLC






*
CWL,KSRTALITHT,HTLCCWLTWA,ELCQKSRTAL,WLTWA







QVSAF,SRTALITHTL,ALITHTLCCW



PANK
c.1251de|T
p.T417fs
VSILAVYSKDNYKRVTGTSLGGGTF[p.T
SLGGGTFLV,FLVSAVFLL,AVFLLAVPL,LLKWHLVEI,LVSAVF
PRAD


2


417fs]LVSAVFLLAVPLLKKLLKWHLVEI
LLA,FLLAVPLLK,LLAVPLLKK,TFLVSAVFL,VFLLAVPLL,GTFL






APKWIN*
VSAVF,VSAVFLLAV,LKWHLVEIA,HLVEIAPKW,FLVSAVFLL







A,LVSAVFLLAV,AVFLLAVPLL,LLAVPLLKKL,KLLKWHLVEI,L







LKKLLKWHL,LLKWHLVEIA,HLVEIAPKWI,FLLAVPLLKK,VF







LLAVPLLK,AVPLLKKLLK,TFLVSAVFLL,GTFLVSAVFL,KWHL







VEIAPK,TSLGGGTFLV,SAVFLLAVPL,GGTFLVSAVF,VPLLK







KLLKW



PANK
c.377G>C
p.G126
AAEEARRNPTLGGLLGRQRLLLRMG[p.
LLRMGAGRL,RMGAGRLGA,LLLRMGAGR,GAGRLGAPM,
ACC


2

A
G126A]AGRLGAPMERHGRASATSVSS
RQRLLLRMGA,RLLLRMGAGR,AGRLGAPMER,MGAGRLG






AGEQA
APM,LRMGAGRLGA



PANK
c.779G>T
p.R260I
LEMASKGDSTQADKLVRDIYGGDYE[p.
IYGGDYEIF,IFGLPGWAV,DIYGGDYEI,EIFGLPGWA,YEIFG
CRC


3


R260I]IFGLPGWAVASSFGNMIYKEKRE
LPGW,EIFGLPGWAV,DIYGGDYEIF,RDIYGGDYEI,YEIFGLP






SVS
GWA



PAOX
c.319C>T
p.H107
QLAAEYGLLGEKELSQENQLVETGG[p.
QLVETGGYV,NQLVETGGY,YVGLPSVSY,VETGGYVGL,YVG
CESC




Y
H107Y]YVGLPSVSYASSGASVSLQLVAE
LPSVSYA,GYVGLPSVSY






MAT




PAPD
c.675_676i
p.C225f
SLNGFGTRSSDGDLCLWKEEPCFF[p.C
KEEPCFFSG
STAD


4
nsT
s
225fs]SGKSED*




PAPP
c.2749C>A
p.P917
QYVHTASSRRVCDSSGYWTPEEAVG[p.
EEAVGTPDV
LUAD


A2

T
P917T]TPDVDQPCEPSLQAWSPEVHLY







HMNM




PAPP
c.5049de|C
p.I1683
NSVEYKCEQGYGIGAVCSPLCVIPP[p.I1
SPLCVIPPV,CSPLCVIPPV
STAD


A2

fs
683fs]VTP*




PAPP
c.5117C>A
p.P170
CVIPPSDPVMLPENITADTLEHWME[p.
TLEHWMEHV,MEHVKVQSI,WMEHVKVQSI,TLEHWMEH
LUAD


A2

6H
P1706H]HVKVQSIVCTGRRQWHPDPV
VK,DTLEHWMEHV,MEHVKVQSIV,LEHWMEHVKV






LVHCIQ




PARD
c.252_253i
p.G84fs
TDAHGDLLPLTNDDSLHRALASGPP[p.
ALASGPPAT,RALASGPPA,ALASGPPATA,RALASGPPAT,H
KIRC


6A
nsC

G84fs]ATAPTGAEAGRS*
RALASGPPA



PARG
c.1750G>A
p.A584
KYNVAYSKKWDFTALIDFWDKVLEE[p.
EETEAQHLY,LEETEAQHL,TEAQHLYQS,LEETEAQHLY,TEA
KIRP,PRAD




T
A584T]TEAQHLYQSILPDMVKIALCLPN
QHLYQSI






ICT




PARP1
c.1381de|A
p.K461f
PSLKTVKVVIFQPELLNIFYDSMKK[p.K4
SMKKETSLH,DSMKKETSL,MKKETSLHH,SMKKETSLHH
STAD


5

s
61fs]ETSLHH*




PARP4
c.2541de|A
p.K847f
SSLDSSGFSLHIGLSAAYLPRMWVE[p.K
RMWVENIQK,IQKKKARLA,KARLACLSF,LPRMWVENI,NPI
STAD




s
847fs]NIQKKKARLACLSFNPISMSTSLT
SMSTSL,NIQKKKARL,KKKARLACL,LACLSFNPI,CLSFNPIS






*
M,YLPRMWVENI,RLACLSFNPI,RMWVENIQKK,KARLACL







SFN,KKARLACLSF,ACLSFNPISM



PASD1
c.685_687d
p.A236
SSQGQRGHTSMKAVYVEPAAAAAAA[p.
EPAAAAAAAI
GBM



e|GCT
de|
A236de|]ISDDQIDIAEVEQYGPQEN







VHMFVDSDS




PASK
c.185C>T
p.T62I
PSRSFSSAHRHLSRRNGLSRLCQSR[p.T
RLCQSRIAL,LSRLCQSRI,GLSRLCQSRI,LSRLCQSRIA,SRLCQ
KIRC





62I]IALSEDRWSSYCLSSLAAQNICTSKL
SRIAL



PAX2
c.1183de|C
p.P395f
YSHPQYTAYNEAWRFSNPALLMPPP[p.
PVRPCRCCR,MPPPVRPCR,RPCRCCRCL,LLMPPPVRPC,L
STAD




s
P395fs]VRPCRCCRCL*
MPPPVRPCR,NPALLMPPPV



PAX3
c.1271C>T
p.T424
HGGVPHQPQTDYALSPLTGGLEPTT[p.
MVSASCSQR,LEPTTMVSA,MVSASCSQRL,TMVSASCSQR
CRC




M
T424M]MVSASCSQRLDHMKSLDSLPT







SQSYC




PAX3
c.590C>T
p.S197
LERKEAEESEKKAKHSIDGILSERA[p.S1
SERALAPQS
BLCA




L
97L]LAPQSDEGSDIDSEPDLPLKRKQRR







S




PAX6
c.1124de|C
p.P375fs
QTSSYSCMLPTSPSVNGRSYDTYTP[p.P
RSYDTYTPH,SYDTYTPHI,DTYTPHICR,RSYDTYTPHI
STAD





375fs]HICRHT*




PBLD
c.164C>A
p.P55Q
LDEDMHQKIAREMNLSETAFIRKLH[p.
KLHQTDNFA,RKLHQTDNF,IRKLHQTDNF,HQTDNFAQSS
LUAD





P55Q]QTDNFAQSSCFGLRWFTPASEV







PLCG




PBX2
c.208G>A
p.E70K
PGGRGKQDIGDILQQIMTITDQSLD[p.
TITDQSLDK,QSLDKAQAK,SLDKAQAKK,KAQAKKHAL,MTI
BLCA





E70K]KAQAKKHALNCHRMKPALFSVL
TDQSLDK,QSLDKAQAKK






CEIK




PBX2
c.785A>T
p.Y262
LRSRFLDARRKRRNFSKQATEVLNE[p.Y
QATEVLNEF,TEVLNEFFY,NEFFYSHLS,ATEVLNEFFY,VLNE
KIRP,LUSC,




F
262F]FFYSHLSNPYPSEEAKEELAKKCGI
FFYSHL,KQATEVLNEF,FFYSHLSNPY,NEFFYSHLSN
TGCT





T




PBXIP
c.2186_218
p.H729
KKDKHSQSPRAAGPREGHSHSHHHH[p.
HSHSHHHHR
BLCA


1
8de|ACC
de|
H729de|]RG*




PCBP1
c.305T>A
p.L102
DKLEEDINSSMTNSTAASRPPVTLR[p.L
RPPVTLRQV,RQVVPATQC,RPPVTLRQVV,RQVVPATQCG
CRC




Q
102Q]QVVPATQCGSLIGKGGCKIKEIRE







ST




PCCA
c.689G>A
p.R230
AVRIAREIGYPVMIKASAGGGGKGM[p.
HIAWDDEETR
STAD




H
R230H]HIAWDDEETRDGFRLSSQEAAS







SFGD




PCDH
c.1429G>A
p.V477
QVSDVNDNAPRFSQPVYDVYVTENN[p.
NMPGAYIYA,TENNMPGAY,NNMPGAYIY,MPGAYIYAV,V
CRC


10

M
V477M]MPGAYIYAVSATDRDEGANA
TENNMPGAY,YVTENNMPGA,NMPGAYIYAV,YDVYVTEN






QLAYSI
NM,MPGAYIYAVS,TENNMPGAYI



PCDH
c.1759C>A
p.R587
ILIVDQNDNAPAIVAPLPGRNGTPA[p.R
GTPASEVLPR,RNGTPASEVL
LUAD


10

S
587S]SEVLPRSAEPGYLLTRVAAVDAD







DGE




PCDH
c.2956G>T
p.V986
SDGRQAADYRSNLHVPGMDSVPDTE[p.
TELFETPEA,GMDSVPDTEL,MDSVPDTELF
LUAD


10

L
V986L]LFETPEAQPGAERSFSTFGKEK







ALHS




PCDH
c.354_355i
p.N118
EVFLENPLELFQVEIEVLDINDNPP[p.N1
VLDINDNPPL,LDINDNPPLF
STAD


10
nsC
fs
18fs]LFPGARPDGGNL*




PCDH
c.673_674i
p.P225f
TAVDGGGGGGVGEGGGGGGGAGLPP
AAHRHGPTH,GPTHHPSAGL,RHGPTHHPSA
STAD


10
nsC
s
[p.P225fs]PAAAHRHGPTHHPSAGLQ*




PCDH
c.1457C>T
p.T486
DNAPVFTQSFVTVSIPENNSPGIQL[p.T
IQLMKVSAM,QLMKVSAMDA
GBM


11X

M
486M]MKVSAMDADSGPNAKINYLLG







PDAPP




PCDH
c.3029G>T
p.R101
SSDPYSVSDCGYPVTTFEVPVSVHT[p.R
SVHTIPPMK,EVPVSVHTI,HTIPPMKEV,VSVHTIPPM,VSVH
LUAD


11X

0I
1010I]IPPMKEVVRSCTPMKESTTMEI
TIPPMK,TIPPMKEVVR,HTIPPMKEVV,FEVPVSVHTI






WIHP




PCDH
c.4655G>T
p.R155
DDLSAHNPLYKENISQVSTNSDISQ[p.R
DISQITDFV,QITDFVDPF,SDISQITDF,SQITDFVDPF
CRC


15

2I
1552I]ITDFVDPFSPKIQAKSKSLRGPRE







KI




PCDH
c.5138G>T
p.C171
VELKSEPNVISSPAECSLELSPSRP[p.C17
ELSPSRPFV,FVLHSSLSR,RPFVLHSSL,LELSPSRPF,FVLHSSL
KIRC


15

3F
13F]FVLHSSLSRRETPICMLPIETERNIF
SRR,SLELSPSRPF,LELSPSRPFV



PCDH
c.1588G>A
p.E530
YVSINPNSGDIYALRSFNHEQTKAF[p.E
QTKAFKFKV,KAFKFKVLA,AFKFKVLAK,TKAFKFKVL,HEQT
UCEC


19

K
530K]KFKVLAKDGGLPSLQSNATVRVII
KAFKF,KAFKFKVLAK,QTKAFKFKVL






LD




PCDH
c.856C>T
p.R286
NASDPDEGTNGQVVYSFYGYVNDRT[p.
YVNDRTCEL,YVNDRTCELF
BRCA


19

C
R286C]CELFQIDPHSGLVTVTGALDYE







EGHV




PCDH
c.1555G>A
p.A519
LVERRVGERALSNYVSVHAESGKVY[p.
AESGKVYTL,GKVYTLQPL,TLQPLDHEEL,KVYTLQPLDH,SG
CRC


AC2

T
A519T]TLQPLDHEELELLQFQVSARDA
KVYTLQPL,HAESGKVYTL






GVPP




PCDH
c.2207C>T
p.A736
ALSTVSFIFLLTIIILSIIKCYRYT[p.A736V]
IIKCYRYTV,YTVYGTACC,IKCYRYTVY,YRYTVYGTA,SIIKCYR
CRC


AC2

V
VYGTACCGGFCGVRERSPAELYKQAN
YTV,VYGTACCGGF,IIKCYRYTVY,CYRYTVYGTA,YRYTVYGT







AC



PCDH
c.2225C>T
p.A742
TALRCSAAPTEGACGPVKPTLVCSS[p.A
SSVVGSWSY,KPTLVCSSV,CSSVVGSWSY,KPTLVCSSVV,LV
LUAD


AC2

V
742V]VVGSWSYSQQRRQRVCSGEGLP
CSSVVGSW






KADL




PCDH
c.414G>T
p.K138
PLQVFHVDVEVKDINDNPPVFPATQ[p.
VFPATQNNL,NNLFIAESR,FPATQNNLF,VFPATQNNLF,FP
UCEC


AC2

N
K138N]NNLFIAESRPLDSRFPLEGASDA
ATQNNLFI






DIG




PCDH
c.467C>T
p.A156
RFSRQEQRLFILESRMPDSRFPLEG[p.A
DSRFPLEGV,FPLEGVSDL
CRC


AC2

V
156V]VSDLDIGANAQLRYRLNPNEYFD







LDV




PCDH
c.568G>A
p.E190
NALLSYKLSSSEFFFLDIQANDELS[p.E19
ELSKSLSLV,KSLSLVLGK,LSKSLSLVL,DELSKSLSL,DELSKSLS
CRC


AC2

K
0K]KSLSLVLGKSLDREETAEVNLLLVAT
LV



PCDH
c.796G>A
p.A266
AFERTIYKVRLLENAPNGTLVVTVN[p.A
NTTDLDEGV,TTDLDEGVNK
CRC


AC2

T
266T]TTDLDEGVNKDIAYSFNTDMSAD







ILS




PCDH
c.811G>A
p.E271
SYKVVLSENVQNDTRVIQLNASDPD[p.
QLNASDPDK,KGLNGEISY
CRC


AC2

K
E271K]KGLNGEISYGIKMILPVSEKCMF







SIN




PCDH
c.1704C>G
p.N568
SSQVTVRVVVLDDNDNRPMILYPLQ[p.
ILYPLQKGT,PMILYPLQK,ILYPLQKGTL,RPMILYPLQK,YPLQ
LUSC


B1

K
N568K]KGTLPCNDLVPRSAEAGYLVTK
KGTLPC






VVAV




PCDH
c.865C>T
p.R289
VSAWDLDSGTNSELSYTFSHASEDI[p.R
ASEDICKTF,FSHASEDICK,HASEDICKTF,SEDICKTFEI
UCEC


B12

C
289C]CKTFEINQKSGDITLTAPLDFEAIE







S




PCDH
c.662C>T
p.P221
VLDKALDREEEAELRLTLTALDGGS[p.P
LPRSGTAQV,SLPRSGTAQV,TALDGGSLPR,LPRSGTAQVY
GBM


B13

L
221L]LPRSGTAQVYIEVLDVNDNAPEFE







QP




PCDH
c.763_764C
p.P255
LIMDINDNAPEFVHTPYGVQVLENS[p.
FLDSPIVRV,SFLDSPIVR,NSFLDSPIV,GVQVLENSF,VQVLE
TGCT


B4
C>TT
F
P255F]FLDSPIVRVLARDIDAGNFGSVS
NSFL,FLDSPIVRVL,NSFLDSPIVR,YGVQVLENSF,LENSFLDS






YGLF
PI



PCDH
c.151G>T
p.D51Y
AGSEAVRYSIPEETESGYSVANLAK[p.D
YSVANLAKY,YLGLGVGEL,AKYLGLGVG,NLAKYLGLGV,YLG
CRC


B5


51Y]YLGLGVGELATRGARMHYKGNKE
LGVGELA,KYLGLGVGEL,GYSVANLAKY,YSVANLAKYL






LLQ




PCDH
c.1945C>T
p.P649
RTARLLSERDAAKHRLVVLVKDNGE[p.
SPRSATATL,GESPRSATA,LVKDNGESPR,ESPRSATATL,GES
LUAD


B5

S
P649S]SPRSATATLHVLLVDGFSQPYLP
PRSATAT






LPE




PCDH
c.703G>A
p.D235
RLTLTALDGGSPPRSGTAQVYIEVV[p.D
QVYIEVVNV,EVVNVNDNA,NVNDNAPEF,AQVYIEVVNV,V
CRC


B8

N
235N]NVNDNAPEFEQPFYRVQISEDSP
NVNDNAPEF,IEVVNVNDNA






ISF




PCDH
c.1796G>T
p.G599
GVELAPRSAERGYLVTKVVAVDRDS[p.
SVQNAWLSY,VQNAWLSYR,VVAVDRDSV,VQNAWLSYRL,
KIRC


GC5

V
G599V]VQNAWLSYRLLKASEPGLFSVG
SVQNAWLSYR,DSVQNAWLSY,VDRDSVQNAW






LHTG




PCDH
c.1984G>A
p.V662
ALKQSLVVAVQDHGQPPLSATVTLT[p.
LSATVTLTM,ATVTLTMAV,LTMAVADSI,TVTLTMAVA,MA
CRC


GC5

M
V662M]MAVADSIPEVLADLGSLEPSD
VADSIPEV,TLTMAVADSI,SATVTLTMAV,PLSATVTLTM






GPYNY




PCDH
c.1990G>A
p.D664
RLLVAVRDGGQPPLSATATLHLVFA[p.
VFANSLQEV,LHLVFANSL,FANSLQEVL,LVFANSLQEV,TLH
BRCA


GC5

N
D664N]NSLQEVLPDITDRPDPSDLQAE
LVFANSL,VFANSLQEVL






LQFY




PCDH
c.2051C>A
p.P684
TVTVAVADRIPDILADLGSIKTPID[p.P6
HEDLDLTLY,IDHEDLDLTL,TPIDHEDLDL,HEDLDLTLYL
LUAD


GC5

H
84H]HEDLDLTLYLVVAVAAVSCVFLAF







VI




PCDH
c.208G>A
p.A70T
SVVGNLAKDLGLSVLDVSARKLRVS[p.A
SARKLRVST,RKLRVSTEK,KLRVSTEKL,STEKLHFSV,RVSTEK
UCEC


GC5


70T]TEKLHFSVDAESGDLLVKNRIDREQ
LHF,KLRVSTEKLH,VSTEKLHFSV,RKLRVSTEKL,LRVSTEKLH






I
F,TEKLHFSVDA



PCDH
c.36G>T
p.K12N
MAALQKLPHCR[p.K12N]NLVLLCFLLA
KLPHCRNLV,NLVLLCFLL,LPHCRNLVL,QKLPHCRNL,KLPH
LUAD


GC5


TLWEARAGQIRYSVRE
CRNLVL,LPHCRNLVLL,LQKLPHCRNL,HCRNLVLLCF



PCDH
c.866C>T
p.S289
LTATDPDEGINGKLTYSFRNEEEKI[p.S2
EEEKILETF,NEEEKILETF,LETFQLDSNL
CRC


GC5

L
89L]LETFQLDSNLGEISTLQSLDYEESRF




PCDH
c.877C>T
p.R293
DPDEGANGEVTYSFHNVDHRVAQIF[p.
CLDSYTGEI,AQIFCLDSY,HRVAQIFCL,VAQIFCLDSY,AQIFC
SKCM


GC5

C
R293C]CLDSYTGEISNKEPLDFEEYKMY
LDSYT






SME




PCGF3
c.189de|C
p.H63fs
SCLVKYLEENNTCPTCRIVIHQSHP[p.H6
ILFTNWYQA,FTNWYQASK,TSVMTEPCK,HQSHPCSTS,QS
STAD





3fs]CSTSVMTEPCKILFTNWYQASKKRK
HPCSTSV,SHPCSTSVM,VMTEPCKIL,MTEPCKILF,CKILFTN






*
WY,KILFTNWYQA,HQSHPCSTSV,ILFTNWYQAS,FTNWYQ







ASKK,STSVMTEPCK,VMTEPCKILF,LFTNWYQASK,QSHPC







STSVM,EPCKILFTNW



PCLO
c.11836C>A
p.P394
PYQTQPTFQAVATMSFTPQVQPTPT[p.
PTPTTQPSY,TPTTQPSYQL,QPTPTTQPSY
LUAD




6T
P3946T]TQPSYQLPSQMMVIQQKPR







QTTLYLE




PCLO
c.12397C>T
p.R413
VKAEEDPMEDPYELKLLKHQIKQEF[p.R
HQIKQEFCR,QEFCRGTES,QEFCRGTESL
SKCM




3C
4133C]CRGTESLDHLAGLSHYYHADTS







YRHF




PCMT
c.812G>T
p.R271
LARIYIRRTLRNFINDEMQAKGIPQ[p.R
MQAKGIPQM,GIPQMAPPK,MAPPKRKRK,QMAPPKRKR,
LUAD


D1

M
271M]MAPPKRKRKRVKQRINTYVFVG
MQAKGIPQMA,KGIPQMAPPK,QMAPPKRKRK,MAPPKR






NQLI
KRKR,EMQAKGIPQM



PCMT
c.842T>C
p.V281
RNFINDEMQAKGIPQRAPPKRKRKR[p.
RAKQRINTY,RAKQRINTYV,KRAKQRINTY,AKQRINTYVF
TGCT


D1

A
V281A]AKQRINTYVFVGNQLIPQPLDS







EEDE




PCNXL
c.404G>A
p.R135
GEHITNHRNPSNNRQIHNGKKEEAS[p.
SQNLSTPPL,KKEEASQNL,SQNLSTPPLR,GKKEEASQNL,AS
CRC


2

Q
R135Q]QNLSTPPLRCSSRGQSITSHHSS
QNLSTPPL,KEEASQNLST






GPL




PCOLC
c.1043C>T
p.A348
ITTITRDGSLHATVSIINIYKEGNL[p.A34
NIYKEGNLV,IYKEGNLVI,LVIQQAGKNM,KEGNLVIQQA
CRC


E2

V
8V]VIQQAGKNMSARLTVVCKQCPLLR







RG




PCOLC
c.260G>A
p.R87H
KITVPEGKVVVLNFRFIDLESDNLC[p.R8
LESDNLCHY,CHYDFVDVY,SDNLCHYDF,ESDNLCHYDF,NL
CRC


E2


7H]HYDFVDVYNGHANGQRIGRFCGTF
CHYDFVDV,LCHYDFVDVY






RP




PCP4L
c.191A>G
p.K64R
DLTAPETEKAALAIQGKFRRFQKRK[p.K
KFRRFQKRKR
TGCT


1


64R]RDPSS*




PDE4B
c.1250C>T
p.S417
MMTLEDHYHSDVAYHNSLHAADVAQ[p.
HAADVAQLT,DVAQLTHVL,LHAADVAQL,AQLTHVLLS,SL
CRC




L
S417L]LTHVLLSTPALDAVFTDLEILAA
HAADVAQL,DVAQLTHVLI,LTHVLLSTPA,HAADVAQLTH,






IFA
ADVAQLTHVL,AQLTHVLLST



PDGF
c.685G>A
p.E229
NVYALKATSELDLEMEALKTVYKSG[p.E
KTIVVTCAV,TVYKSGKTI,YKSGKTIVV,ALKTVYKSGK,KTIVV
GBM


RA

K
229K]KTIVVTCAVFNNEVVDLQWTYP
TCAVF,KTVYKSGKTI,TVYKSGKTIV,YKSGKTIVVT






GEVK




PDGF
c.1949C>T
p.S650
SQATMKVAVKMLKSTARSSEKQALM[p.
KQALMLELK,EKQALMLEL,ALMLELKIM,LELKIMSHL,MLEL
GBM


RB

L
S650L]LELKIMSHLGPHLNVVNLLGAC
KIMSHL,RSSEKQALML,SEKQALMLEL,KQALMLELKI,LMLE






TKGG
LKIMSH



PDIA6
c.168T>G
p.N56K
PCSPTSPAHSLSRKSPIMYPSTTMA[p.N
TMAKAPGLV,MYPSTTMAK,TTMAKAPGL,YPSTTMAKA,T
TGCT





56K]KAPGLVSCTFFLAVNGLYSSSDDVI
TMAKAPGLV,IMYPSTTMAK,MYPSTTMAKA,KAPGLVSCT






E
F



PDILT
c.1498G>A
p.E500
LYKGEHTLKGFSDFLESHIKTKIED[p.E50
HIKTKIEDK,IEDKDELLSV
CESC




K
0K]KDELLSVEQNEVIEEEVLAEEKEVPM




PDPR
c.2377G>T
p.G793
TMFILDDHDSDLDLWPWWGEPIYRN[p.
EPIYRNWQY,WQYVGKTTS,WWGEPIYRNW,IYRNWQYV
LUAD




W
G793W]WQYVGKTTSSAYSYSLERHV
GK,EPIYRNWQYV,WQYVGKTTSS






CLGFVH




PDS5A
c.3927G>C
p.L130
KNDDLNKPINKGRKRAAVGQESPGG[p.
QESPGGFEA,GQESPGGFEA
TGCT




9F
L1309F]FEAGNAKAPKLQDLAKKAAP







AERQID




PDYN
c.571G>T
p.G191
EDPKEQVKRYGGFLRKYPKRSSEVA[p.G
YPKRSSEVAW,VAWEGDGDSM
LUAD




W
191W]WEGDGDSMGHEDLYKRYGGFL







RRIRP




PDZD
c.1693C>A
p.R565
RKHSLPQLLDSSSASQEYHIVKKST[p.R5
IVKKSTSSL,TSSLSTTQV,KKSTSSLST,HIVKKSTSSL,STSSLST
LUAD


2

S
65S]SSLSTTQVESPWRLIRPSVISIIGLY
TQV,IVKKSTSSLS,KKSTSSLSTT



PDZD
c.302_303i
p.R101fs
DTETVGLSFGNIPVFGDYGEKRRGG[p.
REEWEGPTA,EEQPSREEW,EEWEGPTAG,EENPPGSCA
STAD


2
nsG

R101fs]QEEENPPGSCAGCGLHLGDRA







EEEQPSREEWEGPTAG*




PELI2
c.589de|G
p.G197
AKWKNPDGHMDGLTTNGVLVMHPR
RTAPSLTCV,QMGFFILQL,VLVMHPRGA,MGFFILQLR,GAR
STAD




fs
G[p.G197fs]ASPRSPSPGSGARSLSVE
SLSVEM,KVRPTSCRT,SPGSGARSL,RPTSCRTAP,VMHPRG






MCTPCEKPGRPSNEESWWKVRPTSCR
ASP,SSGEQQMGF,GEQQMGFFI,EQQMGFFIL,RPSNEES






TAPSLTCVGPLSSGEQQMGFFILQLRST
WW,QQMGFFILQL,VMHPRGASPR,SVEMCTPCEK,QMGF






*
FILQLR,RSPSPGSGAR,KVRPTSCRTA,WWKVRPTSCR,HPR







GASPRSP,RPTSCRTAPS,APSLTCVGPL,GPLSSGEQQM,SG







ARSLSVEM,LSSGEQQMGF,GEQQMGFFIL,EESWWKVRPT



PEX1
c.1108de|A
p.I370f
QSKTKQNVLSPEKEKQMSEPLDQKK[p.
KLGQIIMKK,KMRRPVCYK,IMKKMRRPV,QIIMKKMRR,M
BLCA,PRAD




s
I370fs]LGQIIMKKMRRPVCYK*
KKMRRPVC,QKKLGQIIM,KKMRRPVCY,IIMKKMRRPV,KK







MRRPVCYK,IMKKMRRPVC,DQKKLGQIIM,KLGQIIMKKM,







MKKMRRPVCY



PFKM
c.352C>A
p.R118
TSGGDAQGMNAAVRAVVRVGIFTGA[p.
FTGASVFFV,SVFFVHEGY,IFTGASVFF,GIFTGASVF,VGIFT
LUAD




S
R118S]SVFFVHEGYQGLVDGGDHIK
GASV,RVGIFTGASV,ASVFFVHEGY,IFTGASVFFV,VGIFTGA






EATWES
SVF,GIFTGASVFF



PFKP
c.1779de|G
p.M59
SGTKRRVFIIETMGGYCGYLANMGG[p.
ELMPHTFSK,GSRPELMPH,HTFSKSPST,YLANMGGSR,STS
STAD




3fs
M593fs]SRPELMPHTFSKSPSTSGICSP
GICSPT,RPELMPHTF,NMGGSRPEL,SKSPSTSGI,TSGICSPT






TWST*
W,MPHTFSKSPS,ANMGGSRPEL,NMGGSRPELM,SRPEL







MPHTF,FSKSPSTSGI,STSGICSPTW



PGAM
c.719G>A
p.R240
PIVYELDKNLKPIKPMQFLGDEETV[p.R
TVHKAMEAV,ETVHKAMEA,HKAMEAVAA,DEETVHKAM,
CRC


1

H
240H]HKAMEAVAAQGKAKK*
ETVHKAMEAV,EETVHKAMEA



PGAP
c.1694T>G
p.F565
QAPSSTEISLKLHIAQPENNTHVAL[p.F5
THVALCKMY,NTHVALCKMY
OV


1

C
65C]CKMYTSSDCRYEVTVKTSFSQILG







QV




PGM5
c.1277_127
p.G426
VWLSIIAARKQSVEEIVRDHWAKFG[p.
HWAKFGPPL,AKFGPPLLL,HWAKFGPPLL,KFGPPLLLQV
KIRC



8insC
fs
G426fs]PPLLLQV*




PGM5
c.292A>G
p.I98V
RTAIEIVVQMAAANGIGRLIIGQNG[p.I
RLIIGQNGV,VLSTPAVSCI,RLIIGQNGVL,GQNGVLSTPA
STAD





98V]VLSTPAVSCIIRKIKAAGGIILTASH




PGPEP
c.490_491i
p.R164f
KGCAALIHVPPLSRGLPASLLGRAL[p.R1
SQRELTGGL,ASLLGRALK,RALKSHHPG,KSHHPGNAG,KAQ
KIRC


1L
nsA
s
64fs]KSHHPGNAGRGGKAQAQSPVRR
AQSPVR,QAQSPVRRK,GKAQAQSPV,AQSPVRRKL,RKLNH






KLNHGPSSQRELTGGLLL*
GPSS,RELTGGLLL,ALKSHHPGNA,KLNHGPSSQR,KSHHPG







NAGR,KAQAQSPVRR,AQAQSPVRRK,SQRELTGGLL



PHAC
c.752_753i
p.V251
LPCLPVKLSPPLPPKKVMICMPVGG[p.V
ALPDPAPAA,AVRQPRPAP,RQPRPAPPL,MICMPVGGA,M
LAML


TR1
nsG
fs
251fs]ARPLTGVLHSPEEWPAGCGPAP
PVGGARPL,GARPLTGVL,GPAPPHCPA,LPDPAPAAV,LPPH






PHCPALPDPAPAAVRQPRPAPPLHHRL
APLGL,HRLPPHAPL,AQQNAGHDH,WPAGCGPAP,VMIC






PPHAPLGLQNDRRAQQNAGHDHAEA
MPVGGA,VLHSPEEWPA,ALPDPAPAAV,RLPPHAPLGL,C






GKL*
MPVGGARPL,MICMPVGGAR,GARPLTGVLH,AVRQPRPA







PP,AGHDHAEAGK,MPVGGARPLT,GPAPPHCPAL,CPALPD







PAPA,RPAPPLHHRL,HHRLPPHAPL,EEWPAGCGPA,VRQP







RPAPPL,RQPRPAPPLH,AQQNAGHDHA,WPAGCGPAPP



PHAC
c.753de|G
p.V251
LPCLPVKLSPPLPPKKVMICMPVGG[p.V
RVWPSTTTL,TTTLSCPPR,RVASRVWPS,ASRVWPSTT,RSS
STAD


TR1

fs
251fs]QTSHWCPTQPRRVASRVWPST
TSCSTA,HWCPTQPRR,TQPRRVASR,CPTQPRRVA,QPRRV






TTLSCPPRSSTSCSTAATASTSPPPPAPS
ASRV,WPSTTTLSC,GQTSHWCPT,SRVWPSTTT,MPVGGQ






PCTPRAAE*
TSH,TSHWCPTQPR,STTTLSCPPR,RVASRVWPST,ASRVW







PSTTT,RSSTSCSTAA,STSCSTAATA,PTQPRRVASR,CPTQP







RRVAS,QPRRVASRVW,APSPCTPRAA,MPVGGQTSHW,SR







VWPSTTTL



PHAC
c.711_712i
p.S237f
APVPPPKPASRNTTREAAGSSHSKK[p.S
SSHSKKNNWL
STAD


TR2
nsA
s
237fs]NNWL*




PHAC
c.1061de|C
p.S354f
DEREKSTCSMGSELLPMISPRSPSP[p.S
CLLIYLQSL,YLQSLHAPL,SLHAPLHSL,RLFKLCQKL,LIYLQSL
STAD


TR4

s
354fs]HCLLIYLQSLHAPLHSLLRLFKLCQ
HA,RSPSPHCLL,LHSLLRLFK,HAPLHSLLR,SPSPHCLLI,SPHC






KLSFHHP*
LLIYL,APLHSLLRL,LQSLHAPLH,LHAPLHSLL,FKLCQKLSF,LL







IYLQSLHA,SLHAPLHSLL,PLHSLLRLFK,LLRLFKLCQK,RSPSP







HCLLI,IYLQSLHAPL,LFKLCQKLSF,SPSPHCLUY,SPRSPSPH







CL,APLHSLLRLF,YLQSLHAPLH,QSLHAPLHSL



PHC3
c.104_106d
p.T35d
STAMDTEPNPGTSSVSTTTSSTTTT[p.T
TTSSTTTTI,TTTSSTTTTI
GBM



e|CCA
e|
35de|]ITTSSSRMQQPQISVYSGSDRHA







VQVIQ




PHGD
c.517_518
p.G173
LGILGLGRIGREVATRMQSFGMKTI[p.G
KTILYDPII,SFGMKTILY,QSFGMKTIL,MKTILYDPI,GMKTILY
SKCM


H
GG>TT
L
173L]LYDPIISPEVSASFGVQQLPLEEIW
DPI,QSFGMKTILY,LYDPIISPEV,MQSFGMKTIL,MKTILYDPI






PL
I



PHIP
c.5043C>G
p.I1681
KKRGRKPKKLQYAKPEDLEQNNVHP[p.
EQNNVHPMR,NVHPMRDEV,LEQNNVHPM,HPMRDEVL
LUSC




M
I1681M]MRDEVLPSSTCNFLSETNNVK
PS






EDLLQ




PHOS
c.95_97de|
p.S32de|
PWPANQPLPGGLLPRPLSLAPSSSS[p.S
SLAPSSSSC,SLAPSSSSCC
PRAD


PHO1
CCT

32de|]CCSPPCSQDGRMAAQGAPRFLL







TFDFDE




PI15
c.64G>T
p.V22F
MIAISAVSSALLFSLLCEAST[p.V22F]FV
LLCEASTFV,SLLCEASTF,CEASTFVLL,SLLCEASTFV,LLCEAS
LUAD





LLNSTDSSPPTNNFTDIEAALKAQ
TFVL,FSLLCEASTF



PIAS2
c.1556C>T
p.S519
SETQSSPTKGVLMYQPSSVRVPSVT[p.S
SVRVPSVTL,SVRVPSVTLV,SSVRVPSVTL
CRC




L
519L]LVDPAAIPPSLTDYSVPFHHTPISS







M




PIAS3
c.1378G>A
p.D460
GGDPSENKKKVEVIDLTIESSSDEE[p.D4
IESSSDEENL
CESC




N
60N]NLPPTKKHCSVTSAAIPALPGSKG







VL




PIAS3
c.348de|C
p.H116
LAPIPPTLLAPGTLLGPKREVDMHP[p.H
KREVDMHPL,REVDMHPLC,DMHPLCPSL,HPLCPSLCTL,V
STAD




fs
116fs]LCPSLCTLMSP*
DMHPLCPSL,REVDMHPLCP



PIGM
c.674G>T
p.R225
NDKSLRQFRYTFQACLYELLKRLCN[p.R
RLCNLAVLL,NLAVLLFVA,LLKRLCNLA,LAVLLFVAV,ELLKRL
LUAD




L
225L]LAVLLFVAVAGLTFFALSFGFYYEY
CNL,LKRLCNLAV,KRLCNLAVL,LCNLAVLLF,NLAVLLFVAV,L






G
LKRLCNLAV,RLCNLAVLLF,YELLKRLCNL,LKRLCNLAVL,KRL







CNLAVLL



PIGO
c.2361de|C
p.P787fs
VTVLVKAGAGAPRTRTVLTPFSGPP[p.P
KLTWIMWSL,WIMWSLKST,LTWIMWSLK,SLKSTDTCR,TP
STAD





787fs]LLKLTWIMWSLKSTDTCRRSSGA
FSGPPLL,LLKLTWIMW,VLTPFSGPPL,KLTWIMWSL,SLKS






G*
TDTCRR,LKLTWIMWSL



PIGR
c.548T>G
p.V183
NAQKRKSLYKQIGLYPVLVIDSSGY[p.V
SSGYGNPNY,DSSGYGNPNY
TGCT




G
183G]GNPNYTGRIRLDIQGTGQLLFSV







VIN




PIGT
c.1037de|C
p.A346fs
TAMINNSRNLNIQLKWKRPPENEAP[p.
NEAPQCPSCM
STAD





A346fs]QCPSCMPSGT*




PIK3C
c.4419C>G
p.F147
EELNGYIWHLIHAPPEVAECDLVYT[p.F
LVYTLFHPL,YTLFFIPLPR,AECDLVYTL,DLVYTLFFIPL,LFHPL
KIRC


2B

3L
1473L]LFHPLPRDEKAMGTSPAPKSSD
PRDEK,VYTLFHPLPR,AECDLVYTLF






GTWA




PIK3C
c.859de|C
p.R287fs
PLDFSKDTSGKPVARSKTMPPQVPP[p.
TMPPQVPPA,LLHFATCWI,AMSGVLSPL,RLARTAGFL,FLQ
GBM


2B


R287fs]APMPPAMATERMRRLARTAG
PRWAPG,LLPMAMSCL,EMRRLLHFA,WISFDLALT,VLSPLA






FLQPRWAPGPTLLPMAMSCLRSQKRE
QST,AMATERMRR,AMSCLRSQK,RTAGFLQPR,RWAPGPT






MRRLLHFATCWISFDLALTSKTTSSLAM
LL,REMRRLLHF,HFATCWISF,CWISFDLAL,RMRRLARTA,R






SGVLSPLAQSTSGMRST*
SQKREMRR,TSKTTSSLA,LPMAMSCLR,MSCLRSQKR,LTSK







TTSSL,TSSLAMSGV,PPQVPPAPM,VPPAPMPPA,PPAPMP







PAM,APMPPAMAT,QPRWAPGPT,APGPTLLPM,GPTLLP







MAM,MATERMRRL,CLRSQKREM,RRLARTAGF,PRWAPG







PTL,SQKREMRRL,QKREMRRLL,RLLHFATCW,SKTTSSLAM,







SSLQMSGVL,LAMSGVISP,TLLPMAMSCL,RLLHFATCWI,L







AMSGVLSPL,AMSGVLSPLA,KTMPPQVPPA,AMATERMR







RL,ALTSKTTSSL,TTSSLAMSGV,MAMSCLRSQK,ISFDLALTS







K,ATERMRRLAR,RMRRLARTAG,CLRSQKREMR,RSQKRE







MRRL,SQKREMRRLL,TSKTTSSLAM,RTAGFLQPRW,LLPM







AMSCLR,AMSCLRSQKR,QVPPAPMPPA,FATCWISFDL,LT







SKTTSSLA,MPPQVPPAPM,VPPAPMPPAM,MPPAMATER







M,QPRWAPGPTL,SPLAQSTSGM,MRRLARTAGF,EMRRLL







HFAT,RRLARTAGFL,WAPGPTLLPM,KREMRRLLFIF,REMR







RLLHFA,RRLLHFATCW,LHFATCWISF,AQSTSGMRST,LPM







AMSCLRS



PIK3C
c.1035T>A
p.N345
GETSTKSLWVINSALRIKILCATYV[p.N3
ILCATYVKV,KILCATYVK,KVNIRDIDK,ATYVKVNIR,KILCATY
BRCA,CRC,


A

K
45K]KVNIRDIDKIYVRTGIYHGGEPLCD
VKV,TYVKVNIRDI,CATYVKVNIR
STAD,UCEC





N




PIK3C
c.1049A>G
p.D350
KSLWVINSALRIKILCATYVNVNIR[p.D3
YVNVNIRGI,NVNIRGIDK,NIRGIDKIY,TYVNVNIRGI,VNIRG
CRC


A

G
50G]GIDKIYVRTGIYHGGEPLCDNVNT
IDKIY






QR




PIK3C
c.113G>A
p.R38H
IHLMPPRILVECLLPNGMIVTLECL[p.R3
VTLECLHEA,LECLHEATL,CLHEATLITI,HEATLITIKH,LECLH
UCEC


A


8H]HEATLITIKHELFKEARKYPLHQLLQ
EATLI



PIK3C
c.115G>A
p.E39K
HLMPPRILVECLLPNGMIVTLECLR[p.E
IVTLECLRK,LRKATLITI,LECLRKATL,CLRKATLITI,MIVTLECL
UCEC


A


39K]KATLITIKHELFKEARKYPLHQLLQD
RK,RKATLITIKH,LECLRKATLI



PIK3C
c.1258T>C
p.C420
DLPRAARLCLSICSVKGRKGAKEEH[p.C
KEEHRPLAW,GAKEEHRPLA,RPLAWGNINL,AKEEHRPLA
BRCA,UCEC


A

R
420R]RPLAWGNINLFDYTDTLVSGKM
W






ALNL




PIK3C
c.1338_136
p.PVPH
LAWGNINLFDYTDTLVSGKMALNLW[p.
ALNLWLNPI,NLWLNPIGV,GKMALNLWL,MALNLWLNPI
BRCA


A
4de|GCCAG
GLEDL4
PVPHGLEDL447de|]LNPIGVTGSNPN





TACCTCAT
47de|
KETPCLELEFDWFSSVVKFPDMSVIEEH





GGATTAGA

ANWSVSREAGFS





AGATTT






PIK3C
c.1357G>A
p.E453
NLFDYTDTLVSGKMALNLWPVPHGL[p.
GLKDLLNPI,LWPVPHGLK,VPHGLKDLL,NLWPVPHGLK,W
BRCA


A

K
E453K]KDLLNPIGVTGSNPNKETPCLEL
PVPHGLKDL,HGLKDLLNPI






EFD




PIK3C
c.1364_136
p.L455fs
DYTDTLVSGKMALNLWPVPHGLEDL[p.
GLEDLAEPY,DLAEPYWCY,AEPYWCYWI,LAEPYWCYW,H
BRCA


A
5insG

L455fs]AEPYWCYWIKSK*
GLEDLAEPY



PIK3C
c.1624G>A
p.E542
LARDNELRENDKEQLKAISTRDPLS[p.E
ISTRDPLSK,STRDPLSKI,LSKITEQEK,AISTRDPLSK,SKITEQE
BLCA,BRCA,


A

K
542K]KITEQEKDFLWSHRHYCVTIPEILP
KDF
CESC,





K

CRC,HNSC,







LUAD,LUSC,







STAD,UCEC


PIK3C
c.1633G>A
p.E545
DNELRENDKEQLKAISTRDPLSEIT[p.E5
SEITKQEKDF,KQEKDFLWSH
BLCA,BRCA,


A

K
45K]KQEKDFLWSHRHYCVTIPEILPKLL

CESC,CRC,GBM,





L

HNSC,KIRC,







LUAD,LUSC,







STAD,TGCT,







UCEC,UCS


PIK3C
c.1634A>C
p.E545
DNELRENDKEQLKAISTRDPLSEIT[p.E5
TAQEKDFLW,SEITAQEKDF,AQEKDFLWSH,ITAQEKDFLW
BRCA,CRC


A

A
45A]AQEKDFLWSHRHYCVTIPEILPKLL







L




PIK3C
c.1634A>G
p.E545
DNELRENDKEQLKAISTRDPLSEIT[p.E5
SEITGQEKDF,GQEKDFLWSH
CRC


A

G
45G]GQEKDFLWSHRHYCVTIPEILPKLL







L




PIK3C
c.1636C>A
p.Q546
NELRENDKEQLKAISTRDPLSEITE[p.Q5
KEKDFLWSH,TEKEKDFLW,SEITEKEKDF
BRCA,CRC,UCEC


A

K
46K]KEKDFLWSHRHYCVTIPEILPKLLLS




PIK3C
c.1637A>C
p.Q546
NELRENDKEQLKAISTRDPLSEITE[p.Q5
EITEPEKDFL,SEITEPEKDF,EPEKDFLWSH
UCEC


A

P
46P]PEKDFLWSHRHYCVTIPEILPKLLLS




PIK3C
c.1637A>G
p.Q546
NELRENDKEQLKAISTRDPLSEITE[p.Q5
REKDFLWSH,TEREKDFLW,SEITEREKDF
BRCA,UCEC


A

R
46R]REKDFLWSHRHYCVTIPEILPKLLLS




PIK3C
c.1A>G
p.M1V
[p.M1V]VPPRPSSGELWGIHLMPPRILV
VPPRPSSGEL
GBM


A


ECLL




PIK3C
c.2176G>A
p.E726
HLNRQVEAMEKLINLTDILKQEKKD[p.E7
KTQKVQMKF,KDKTQKVQMK,KTQKVQMKFL,KKDKTQKV
BRCA,CESC,


A

K
26K]KTQKVQMKFLVEQMRRPDFMD
QM
LUSC





ALQGF




PIK3C
c.263G>A
p.R88Q
QDESSYIFVSVTQEAEREEFFDETR[p.R8
RQLCDLRLF,ETRQLCDLR,EEFFDETRQL
BRCA,CRC,GBM,


A


8Q]QLCDLRLFQPFLKVIEPVGNREEKIL

STAD,UCEC


PIK3C
c.278G>A
p.R93Q
YIFVSVTQEAEREEFFDETRRLCDL[p.R9
QLFQPFLKV,LQLFQPFLK,RRLCDLQLF,CDLQLFQPF,LQLF
UCEC


A


3Q]QLFQPFLKVIEPVGNREEKILNREIG
QPFLKV,QLFQPFLKVI,DLQLFQPFLK,TRRLCDLQLF,LCDLQ







LFQPF,CDLQLFQPFL



PIK3C
c.3012G>A
p.M10
RFQEMCYKAYLAIRQHANLFINLFS[p.
NLFINLFSI,FINLFSIML,LFINLFSIM,FSIMLGSGM,IMLGSG
BRCA


A

04I
M1004I]IMLGSGMPELQSFDDIAYIRKT
MPEL,NLFINLFSIM,LFINLFSIML,LFSIMLGSGM






LALD




PIK3C
c.3127A>G
p.M10
DIAYIRKTLALDKTEQEALEYFMKQ[p.M104
ALEYFMKQV,FMKQVNDAH,MKQVNDAHH,EALEYFMKQ
GBM,HNSC,UCEC


A

43V
3V]VNDAHHGGWTTKMDWIFHTI
V,FMKQVNDAHH






KQHALN




PIK3C
c.3129G>A
p.M10
DIAYIRKTLALDKTEQEALEYFMKQ[p.M1
FMKQINDAH,KQINDAHHG,EALEYFMKQI,FMKQINDAHH,
BRCA,UCEC


A

43I
043I]INDAHHGGWTTKMDWIFHTIK
KQINDAHHGG






QHALN




PIK3C
c.3130A>T
p.N104
IAYIRKTLALDKTEQEALEYFMKQM[p.N
MYDAHHGGW,FMKQMYDAH,LEYFMKQMY,MKQMYDA
BRCA


A

4Y
1044Y]YDAHHGGWTTKMDWIFHTIK
HH,KQMYDAHHG,ALEYFMKQMY,FMKQMYDAHH,QMY






QHALN*
DAHHGGW,KQMYDAHHGG



PIK3C
c.3132T>A
p.N104
IAYIRKTLALDKTEQEALEYFMKQM[p.N
FMKQMKDAH,KQMKDAHHG,MKDAHHGGW,ALEYFMK
KIRC


A

4K
1044K]KDAHHGGWTTKMDWIFHTIK
QMK,FMKQMKDAHH,KQMKDAHHGG,QMKDAHHGGW






QHALN*




PIK3C
c.3140A>G
p.H104
IRKTLALDKTEQEALEYFMKQMNDA[p.
FMKQMNDAR,KQMNDARHG,RHGGWTTKM,YFMKQM
BRCA,CRC,


A

7R
H1047R]RHGGWTTKMDWIFHTIKQH
NDAR,FMKQMNDARH,KQMNDARHGG,QMNDARHGG
GBM,HNSC,





ALN*
W,ARHGGWTTKM
LIHC,







LUSC,STAD,







UCEC,UCS


PIK3C
c.3140A>T
p.H104
IRKTLALDKTEQEALEYFMKQMNDA[p.
FMKQMNDAL,ALHGGWTTK,KQMNDALHG,LHGGWTTK
BRCA,HNSC,


A

7L
H1047L]LHGGWTTKMDWIFHTIKQHA
M,QLHGGWTTKM,YFMKQMNDAL,DALHGGWTTK,FMK
UCEC





LN*
QMNDALH,KQMNDALHGG,QMNDALHGGW



PIK3C
c.317G>T
p.G106
EFFDETRRLCDLRLFQPFLKVIEPV[p.G1
FLKVIEPVV,KVIEPVVNR
UCS


A

V
06V]VNREEKILNREIGFAIGMPVCEFD







MV




PIK3C
c.323G>A
p.R108
FDETRRLCDLRLFQPFLKVIEPVGN[p.R1
HEEKILNREI
UCEC


A

H
08H]HEEKILNREIGFAIGMPVCEFDMV







KD




PIK3C
c.325_327d
p.E110
ETRRLCDLRLFQPFLKVIEPVGNRE[p.E1
REKILNREI
BRCA,UCEC


A
e|GAA
de|
10de|]KILNREIGFAIGMPVCEFDMVKD







PEVQD




PIK3C
c.331A>G
p.K111
TRRLCDLRLFQPFLKVIEPVGNREE[p.K1
REEEILNREI,EEILNREIGF
UCEC


A

E
11E]EILNREIGFAIGMPVCEFDMVKDP







EV




PIK3C
c.331_333d
p.K111
TRRLCDLRLFQPFLKVIEPVGNREE[p.K1
REEILNREI,EEILNREIGF
BRCA


A
e|AAG
de|
11de|]ILNREIGFAIGMPVCEFDMVKDP







EVQDF




PIK3C
c.1141T>C
p.C381
CFALYAVIEKAKKARSTKKKSKKAD[p.C3
KSKKADRPI,RPIAWANLM,KKADRPIAW,KSKKADRPIA,RPI
TGCT


D

R
81R]RPIAWANLMLFDYKDQLKTGERC
AWANLML,KKSKKADRPI,SKKADRPIAW,ADRPIAWANL






LYM




PIK3C
c.493G>A
p.V165I
RHPPSEESQAFQRQLTALIGYDVTD[p.V
LIGYDVTDI,ALIGYDVTDI
LUAD


G


165I]ISNVHDDELEFTRRGLVTPRMAEV







AS




PIK3R
c.1126G>A
p.G376
ADGTFLVRDASTKMHGDYTLTLRKG[p.
TLRKGRNNK,KGRNNKLIK,YTLTLRKGR,RNNKLIKIF,LTLRK
GBM


1

R
G376R]RNNKLIKIFHRDGKYGFSDPLTF
GRNNK,TLRKGRNNKL,KGRNNKLIKI,GRNNKLIKIF






SSV




PIK3R
c.1137A>T
p.K379
TFLVRDASTKMHGDYTLTLRKGGNN[p.
KGGNNNLIK,NNLIKIFHR,RKGGNNNLI,GNNNLIKIF,TLRKG
GBM


1

N
K379N]NLIKIFHRDGKYGFSDPLTFSSV
GNNNL,NNNLIKIFHR,GGNNNLIKIF






VEL




PIK3R
c.1697_170
p.KPDL
RRRLEEDLKKQAAEYREIDKRMNSI[p.K
RMNSIIQLR,MNSIIQLRK,SIIQLRKTR,KRMNSIIQL,RMNSII
BRCA


1
8de|TTAAA
567de|
PDL567de|]IQLRKTRDQYLMWLTQKG
QLRK,NSIIQLRKTR




CCAGACC

VRQKKLNEWLGNENTEDQY




PIK3R
c.1112T>G
p.L371
LLSTSSLASHDSTLSLASSQASGPA[p.L3
SSQASGPAR,RSRHLLTSF,GPARSRHLL,ASSQASGPAR,RSR
KIRC


5

R
71R]RSRHLLTSFVSGLSDGMDSGYVED
HLLTSFV,ARSRHLLTSF






SE




PILRA
c.872_873i
p.S291f
VYASLALSSSTSPRAPPSHRPLKSP[p.S2
SPPERDPVL
LUAD



nsC
s
91fs]PERDPVLCLKGLTNGQPSQD*




PIM1
c.490C>T
p.L164
LQEELARSFFWQVLEAVRHCHNCGV[p.
RHCHNCGVF,HCHNCGVFHR,VRHCHNCGVF
DLBCL




F
L164F]FHRDIKDENILIDLNRGELKLIDF







GS




PIM1
c.550C>T
p.L184
HNCGVLHRDIKDENILIDLNRGELK[p.L1
FIDFGSGAL,RGELKFIDF,FIDFGSGALL,IDLNRGELKF,LKFID
DLBCL




F
84F]FIDFGSGALLKDTVYTDFDGTRVYS
FGSGA,KFIDFGSGAL,GELKFIDFGS






P




PIP4K
c.656G>A
p.R219
IVTRNVFSHRLSVYRKYDLKGSTVA[p.R
TVAKEASDK,KEASDKEKA,STVAKEASDK,VAKEASDKEK
KIRP


2A

K
219K]KEASDKEKAKELPTLKDNDFINEG







QK




PIP4K
c.611G>A
p.R204
NTLLPQFLGMYRVSVDNEDSYMLVM[p.
VMHNMFSHR,LVMHNMFSH,SYMLVMHNM,YMLVMHN
CRC


2C

H
R204H]HNMFSHRLPVHRKYDLKGSL
MF,MHNMFSHRL,VMHNMFSHRL,LVMHNMFSHR,SYML






VSREAS
VMHNMF,DSYMLVMHNM,HNMFSHRLPV,MLVMHNMF







SH



PITPN
c.884de|C
p.P295fs
PPGKPSTEARSAASNTGTPDGPEAP[p.
AQMPPPMPA,QMPPPMPAL,CLSGACRTL,TLPETLRTA,RT
STAD


M1


P295fs]QAQMPPPMPALGSSGPHPPV
VRRSSPR,ETLRTAPRK,RTAPRKSSL,RKSSLMPTK,KSSLMPT






PPTHPNMEGLCLPRACLSGACRTLPETL
KA,SLMPTKASR,ASRTVRRSS,TVRRSSPRR,NMEGLCLPR,G






RTAPRKSSLMPTKASRTVRRSSPRR*
PEAPQAQM,HPNMEGLCL,LPRACLSGA,MPTKASRTV,PQ







AQMPPPM,MEGLCLPRA,AQMPPPMPAL,CLPRACLSGA,S







LMPTKASRT,LMPTKASRTV,RTVRRSSPRR,SSLMPTKASR,







RTLPETLRTA,RTAPRKSSLM,PTKASRTVRR,APQAQMPPP







M,MPALGSSGPH,LPRACLSGAC,APRKSSLMPT,LRTAPRKS







SL,RKSSLMPTKA



PIWIL
c.2095G>A
p.V699
GLKVCLQAALRAWNSCNEYMPSRII[p.
RIIMYRDGV,EYMPSRIIM,YMPSRIIMY,MPSRIIMYR,YMPS
HNSC


1

M
V699M]MYRDGVGDGQLKTLVNYEVP
RIIMYR,NEYMPSRIIM






QFLDCL




PKD1
c.2813C>T
p.T938
VENSASRANLSLRVTAEEPICGLRA[p.T
AMPSPEARV,RAMPSPEAR,EPICGLRAM,MPSPEARVL,GL
TGCT




M
938M]MPSPEARVLQGVLVRYSPVVEA
RAMPSPEA,RAMPSPEARV,AMPSPEARVL,EEPICGLRAM






GSDM




PKD2
c.1457A>T
p.Y486
KLIRYVTTFDFFLAACEIIFCFFIF[p.Y486
FCFFIFFYV,IIFCFFIFF,CFFIFFYVV,IFFYVVEEI,FFYVVEEIL,IF
CLL




F
F]FYVVEEILEIRIHKLHYFRSFWNCLD
CFFIFFY,FCFFIFFYVV,FIFFYVVEEI,IIFCFFIFFY,IFCFFIFFYV,







IFFYVVEEIL,FYVVEEILEI,EIIFCFFIFF



PKHD
c.5568C>A
p.F185
PPVASLSPTSGSIGGGTTLVITGNG[p.F1
LVITGNGLY,GLYPGNTTV,TLVITGNGL,GLYPGNTTVT,LYP
CRC


1L1

6L
856L]LYPGNTTVTIGDEPCQIISINPNEV
GNTTVTI,TLVITGNGLY,TTLVITGNGL






Y




PKN2
c.226de|A
p.K76fs
KREIRKELKIKEGAENLRKVTTDKK[p.K7
TTDKKVWLM,RKVTTDKKVW
STAD





6fs]VWLM*




PLA2G
c.689de|G
p.W23
FLQRQPQAWKDKYIRAFVSLGAPWG[p.
WLQETTTGS,AWPRPCASW,GAPWGAWPR,WPRPCASW
STAD


15

0fs
W230fs]AWPRPCASWLQETTTGSQSS
L,SLGAPWGAW,FVSLGAPWGA,LGAPWGAWPR,VSLGAP






GP*
WGAW,GAWPRPCASW



PLA2G
c.157_158i
p.L53fs
KMIKCVIPGSDPFLEYNNYGCYCGL[p.L
ALARQSPVA,SVRPSFATA,TLPSAFQKL,PLSASSHTV,ATLPS
STAD


1B
nsTG

53fs]WGAOAPPWMNWTSAARHMTT
AFQK,SSHTVLSNK,MTTAMTRPR,AVNFCWTTR,NYGCYC






AMTRPRSWTAVNFCWTTRTPTPIHTR
GLW,LWGAQAPPW,SWTAVNFCW,SFATATATL,AARHM






ALARQSPVAAKTKSVRPSFATATATLPS
TTAM,RHMTTAMTR,MTRPRSWTA,RSWTAVNFC,TTRTP






AFQKLHITRHTRTWTPRSIVRVEYHLSK
TPIH,RTPTPIHTR,HTRALARQS,RALARQSPV,LARQSPVAA,






ASPLSASSHTVLSNKAPC*
KTKSVRPSF,KLHITRHTR,ITRHTRTWT,HTRTWTPRS,RTW







TPRSIV,RSIVRVEYH,RVEYHLSKA,LSKASPLSA,WMNWTSA







AR,AFQKLHITR,TWTPRSIVR,WTSAARHMT,WTAVNFCW







T,WTTRTPTPI,WTPRSIVRV,RPRSWTAVN,TPIHTRALA,RP







SFATATA,YHLSKASPL,ATATLPSAF,AQAPPWMNW,TAMT







RPRSW,RQSPVAAKT,FQKLHITRH,HITRHTRTW,SKASPLS







AS,LSASSHTVL,VEYHLSKAS,AMTRPRSWTA,MTRPRSWT







AV,ALARQSPVAA,ATATATLPSA,HLSKASPLSA,RTWTPRSI







VR,IVRVEYFILSK,ASSFITVLSNK,TAVNFCWTTR,TATLPSAF







QK,SAFQKLHITR,RSWTAVNFCW,CWTTRTPTPI,AARHMT







TAMT,TTRTPTPIHT,RTPTPIHTRA,HTRALARQSP,RALARQ







SPVA,LARQSPVAAK,RQSPVAAKTK,KTKSVRPSFA,KSVRPS







FATA,SVRPSFATAT,KLHITRHTRT,ITRHTRTWTP,HTRTWT







PRSI,RSIVRVEYHL,SSHTVLSNKA,PWMNWTSAAR,HMTT







AMTRPR,TPIHTRALAR,TSAARHMTTA,WTAVNFCWTT,A







PPWMNWTSA,SAARHMTTAM,RPRSWTAVNF,TPTPIHTR







AL,SPVAAKTKSV,RPSFATATAT,LPSAFQKLHI,SPLSASSHT







V,MNWTSAARHM,TATATLPSAF,GLWGAQAPPW,WMN







WTSAARH,AKTKSVRPSF,PSFATATATL,FQKLHITRHT,LHIT







RHTRTW,KASPLSASSH,TPRSIVRVEY



PLA2G
c.602G>A
p.R201
GPDLCCREHDRCPQNISPLQYNYGI[p.R
IQNYRFHTI,NYGIQNYRF,QYNYGIQNY,YNYGIQNYR,LQY
UCEC


3

Q
201Q]QNYRFFITISFICDCDTRFQQCLQ
NYGIQN,YNYGIQNYRF,LQYNYGIQNY,QYNYGIQNYR,IQN






NQHD
YRFHTIS,QNYRFHTISH



PLAG1
c.551de|A
p.K184fs
FESTGVLLEHLKSHAGKSSGGVKEK[p.K
RMSGDTWWC,TLEERTSSV,VIAGSTPER,RTSSVSIVH,TSSV
STAD





184fs]STSANIVIAGSTPERMSGDTWW
SIVHR,GVKEKSTSA,KSTSANIVI,TWWCTLEER,IVHRDLGE






CTLEERTSSVSIVHRDLGERIT*
R,STSANIVIA,KEKSTSANI,EERTSSVSI,RMSGDTWWCT,CT







LEERTSSV,IVIAGSTPER,RTSSVSIVHR,KSTSANIVIA,DTW







WCTLEER,SIVHRDLGER,KEKSTSANIV,MSGDTWWCTL,LE







ERTSSVSI,EERTSSVSIV,TPERMSGDTW



PLAGL
c.30de|C
p.P10fs
MTTFFTSVPP[p.P10fs]GFKMQSRRRK
FTSVPPGFK,FFTSVPPGF,TSVPPGFKM,KMQSRRRKW,FFT
STAD


2


WAGN*
SVPPGFK,TFFTSVPPGF,GFKMQSRRRK,KMQSRRRKWA,F







TSVPPGFKM,FKMQSRRRKW



PLAU
c.602_603i
p.R201fs
IIGGEFTTIENQPWFAAIYRRHRGG[p.R
LLGDQRHTL,VWRQPHQPL,HLRVWRQPH,GLCHLRVWR,
STAD



nsG

201fs]LCFILRVWRQPHQPLLGDQRHTL
RHRGGLCHL,WRQPHQPLL,LLGDQRHTLL,VWRPHQPLL,






LH*
AIYRRHRGGL,RHRGGLCHLR,HLRVWRQPHQ,RVWRQPH







QPL,RRHRGGLCHL,RGGLCHLRVVV



PLCD3
c.1495de|G
p.E499f
KGRVLVKGKKLPAARSEDGRALSDR[p.
WLCTATPPA,RALSDRRRR,RRRRRRMTR,RRRRRMTRR,RR
CLL




s
E499fs]RRRRRMTRRKKRRWRLQRRG
RRMTRRK,RRRMTRRKK,RMTRRKKRR,KKRRWRLQR,KRR






GWPSRSPRSCRPWLCTATPPA*
WRLQRR,RWRLQRRGG,GGWPSRSPR,WPSRSPRSC,SPRS







CRPWL,RRKKRRWRL,LQRRGGWPS,RSPRSCRPW,RALSD







RRRRR,ALSDRRRRRR,RRRRRRMTRR,RRRRRMTRRK,RRR







RMTRRKK,MTRRKKRRWR,RKKRRWRLQR,KKRRWRLQRR,







RWRLQRRGGW,LQRRGGWPSR,RGGWPSRSPR,RSPRSC







RPWL,RSCRPWLCTA,RPWLCTATPP,TRRKKRRWRL,RMT







RRKKRRW,SRSPRSCRPW



PLCE1
c.1315G>T
p.G439
NTVGSLLHFLTKLPASETAHGRISV[p.G
RISVCPCLK,GRISVCPCL,HGRISVCPCL
LUSC




C
439C]CPCLKQCVRDTVCEYRATLQRTSI







SQ




PLCE1
c.1690G>T
p.G564
LMEQEQTIYRRVLPVDYLCFLTRDL[p.G
CTPECQSSL
LUAD




C
564C]CTPECQSSLPCLKASISASILTTQN







G




PLCL1
c.1692G>T
p.M56
VKGKKLPSDPDVLEGEVTDEDEEAE[p.
ISRRMSVDY,AEISRRMSV,EEAEISRRM,EISRRMSVDY,DEE
LUAD




4I
M564I]ISRRMSVDYNGEQKQIRLCREL
AEISRRM






SDLV




PLEC
c.4157G>A
p.R138
QDARRRQEQIQAMPLADSQAVREQL[p.
EQLQQEQAL,REQLQQEQA,REQLQQEQAL,EQLQQEQALL,
ACC




6Q
R1386Q]QQEQALLEEIERHGEKVEEC
QQEQALLEEI






QRFAKQ




PLEKH
c.329G>T
p.R110
VDRCLFYYKDEKEESILGSIPLLSF[p.R11
SIPLLSFLV,LLSFLVAAV,FLVAAVQPS,IPLLSFLVA,GSIPLLSF
LUAD


A6

L
0L]LVAAVQPSDNISRKHTFKAEHAGVR
L,GSIPLLSFLV,PLLSFLVAAV,IPLLSFLVAA






T




PLEKH
c.982de|G
p.V328fs
TNPDKIAQRKSSMNQLQQWVNLRRG[p.
RLKTFGVPL,CLAGSLSTM,SAMPSAMGV,IMMSWMPPL,
CRC,STAD


A6


V328fs]YPRLKTFGVPLGSILCLAGSLS
MMSWMPPLA,WMPPLAPCA,FTPLSAHPV,PLSAHPVPV,






TMAPTPPSTPMIISTTRQECGRRASVPC
VLSGCHLAV,NLRRGYPRL,TMAPTPPST,AMPSAMGVA,R






RPMIGSARPGPWRTSAMPSAMGVAL
MPPSGSQA,HLAVRTSML,RGYPRLKTF,RAPTAVPAF,LR






PTSCESGRSPPATGGRMPPSGSQAPPG
RGYPRLK,STMAPTPPS,RASVPCRPM,SARPGPWRT,RTSAMP






SQSIMMSWMPPLAPCAACPCSPAPTL
SAM,AVRTSMLTL,QWVNLRRGY,VNLRRGYPR,TPMIISTT






CPAHPARAPTAVPAFTPLSAHPVPVLSG
R,STTRQECGR,TLCPAHPAR,CAACPCSPA,TAVPAFTPL,YP






CHLAVRTSMLTLLPM*
RLKTFGV,APTPPSTPM,RPGPWRTSA,MPSAMGVAL,SPPA







TGGRM,APPGSQSIM,MPPLAPCAA,CPCSPAPTL,SPAPTLC







PA,HPARAPTAV,VPAFTPLSA,VPVLSGCHL,SQSIMMSWM,TS







MLTLLPM,FGVPLGSIL,RQECGRRAS,IGSARPGPW,WRTSQMPSA,







SAMGVALPT,CESGRSPPA,SQAPPGSQS,GSQSIMMSW,MSWMPPLAP,







ARAPTAVPA,LSAHPVPVL,CHLAVRTSM,VRTSMLTLL,VPLGSILCL,







QECGRRASV,TPPSTPMII,RTSMLTLLPM,CLAGSLSTMA,AMPSAM







GVAL,SIMMSWMPPL,IMMSWMPPLA,WMPPLAPCAA,KTFGVPLGSI,







SQAPPGSQSI,TLCPAHPARA,HLAVRTSMLT,AVRTSMLTLL,NLRRGY







PRLK,WVNLRRGYPR,STPMIISTTR,RGYPRLKTFG,RLKTFGVPLG,ST







MAPTPPST,CGRRASVPCR,RASVPCRPMI,SARPGPWRTS,PWRTSAMP







SA,RTSAMPSAMG,SWMPPLAPCA,QQWVNLRRGY,PTLCPAHPAR,VLS







GCHLAVR,MAPTPPSTPM,TSAMPSAMGV,YPRLKTFGVP,APTPPST







PMI,RPMIGSARPG,RPGPWRTSAM,APPGSQSIMM,APTLCPAHPA,







CPAHPARAPT,TPLSAHPVPV,RRGYPRLKTF,LCLAGSLSTM,







RQECGRRASV,RRASVPCRPM,MIGSARPGPW,WRTSAMP







SAM,SAMPSAMGVA,RMPPSGSQAP,MMSWMPPLAP,A







RAPTAVPAF,GCHLAVRTSM,CHLAVRTSML,LAVRTSMLTL,







MPSAMGVALP,MPPLAPCAAC,SPAPTLCPAH,VPAFTPLSA







H,HPVPVLSGCH,CESGRSPPAT,VPLGSILCLA,VPVLSGCHL







A



PLEKH
c.436T>C
p.S146
TALLEANSTPAPAGATVPPRSRRVC[p.S
RSRRVCPKV,RVCPKVRCV,CPKVRCVT,RSRRVCPKVR
CLL


B1

P
146P]PKVRCVTRSWSPCKVERRIWVRV







YSP




PLEKH
c.1150G>A
p.E384
AIIFLQNSFCSLNTHRTPRTAQEVA[p.E3
KLIDQHETM,RTAQEVAKL,KLIDQHETMM,AKLIDQHETM
CRC


G4B

K
84K]KLIDQHETMMKLVLEDPLLVSLRLE







G




PLEKH
c.2684C>T
p.A895
RIIHNWDLTKRPICRQALKFLTQIR[p.A8
TQIRVQPLI,LTQIRVQPL,LKFLTQIRV,IRVQPLINL,VQPLINL
TGCT


M1

V
95V]VQPLINLQMVNASLYEHVERMHLI
QM,FLTQIRVQPL,ALKFLTQIRV,QIRVQPLINL,RVQPLINLQ






GR
M



PLEKH
c.1376C>T
p.S459
DQSFRTGSPGDAPERPPLCDFSEGL[p.S
LLAPMDFYR,LAPMDFYRF,GLLAPMDFY,FSEGLLAPM,LLA
BLCA


M2

L
459L]LAPMDFYRFTVESPSTVTSGGGFI
PMDFYRF,GLLAPMDFYR,SEGLLAPMDF,DFSEGLLAPM






HDP




PLEKH
c.761de|C
p.T254f
QPSADRASSLSRPWEKTDKGATYTP[p.
ATYTPRHPR,ATYTPRHPRS,GATYTPRHPR
STAD


O1

s
T254fs]RHPRS*




PLEKH
c.1051G>C
p.E351
GEMQASGPPAPGTVQVSVNGMDDSP
GMDDSPQPA,GMDDSPQPAK,SPQPAKPSQA
CESC


O2

Q
[p.E351Q]QPAKPSQAEGTPGTPPKDA







TTSTALP




PLIN5
c.916C>T
p.R306
LETLVLSRSLTQELQGTVEALESSV[p.R3
ALESSVWGL,ESSVWGLPA,SVWGLPAGA,VEALESSVW,EA
ACC




W
06W]WGLPAGAQEKVAEVRRSVDALQ
LESSVWGL,SSVWGLPAGA,LESSVWGLPA






TAFA




PLK1
c.698A>G
p.D233
KKTLCGTPNYIAPEVLSKKGHSFEV[p.D
SFEVGVWSI,KGHSFEVGV,GVWSIGCIM,FEVGVWSIG,GV
CRC




G
233G]GVWSIGCIMYTLLVGKPPFETSCL
WSIGCIMY,HSFEVGVWSI,EVGVWSIGCI,KGHSFEVGVW,






KE
VGVWSIGCIM,FEVGVWSIGC



PLOD
c.888_889i
p.P296fs
GWTPEGGCGFCNQDRRTLPGGQPPP[p.P2
RVCGTAYSV,SVSAPLPAA,SGRVCGTAY,AATPGLSPR,TAYS
STAD


3
nsC

96fs]PGVSGRVCGTAYSVSAPLPA
VSAPL,YSVSAPLPA,APLPAAAAT,LPAAAATPG,LSPRQGHP






AAATPGLSPRQGHPFPAQQRGLP*
F,RQGHPFPAQ,VSGRVCGTAY,GTAYSVSAPL,SVSAPLPAA







A,AAATPGLSPR,YSVSAPLPAA,LPAAAATPGL,SPRQGHPF







PA,HPFPAQQRGL,GLSPRQGHPF,GRVCGTAYSV



PLOD
c.889de|C
p.R297fs
GWTPEGGCGFCNQDRRTLPGGQPPP[p.
FWPCLWNSL,CLWNSLLRF,NSLLRFCPA,TTRSSMNPT,RSS
CRC,STAD


3


R297fs]GCFWPCLWNSLLRFCPASCS
MNPTSL,RSSRTTSQL,SPFSCTTTR,SLTPGRSSR,TIPPTGSPF,






GCYSWTIPPTGSPFSCTTTRSSMNPTSL
CPASCSGCY,ASCSGCYSW,SCTTTRSSM,SMNPTSLTP,WP






TPGRSSRTTSQL*
CLWNSLL,CFWPCLWNSL,FWPCLWNSLL,WTIPPTGSPF,T







TRSSMNPTS,RSSMNPTSLT,TSLTPGRSSR,MNPTSLTPGR,F







SCTTTRSSM,TRSSMNPTSL,SMNPTSLTPG,GRSSRTTSQL



PLSCR
c.229G>A
p.E77K
FPSPGPVALGSAAPFLPLPGVPSGL[p.E
KFLVQIDQI,VPSGLKFLV,GVPSGLKFLV,KFLVQIDQIL,LPGV
CRC


3


77K]KFLVQIDQILIHQKAERVETFLGWE
PSGLKF,LKFLVQIDQI






T




PLXNA
c.3046de|C
p.P1016fs
LTPPGQSPGSAPIIININRAQLTNP[p.P1
INRAQLTNPR
STAD


1


016fs]R*




PLXNA
c.3883G>A
p.E129
ALECKEAFAELQTDIHELTNDLDGA[p.E
ASIPFLDYR,GASIPFLDY,DLDGASIPF,GASIPFLDYR,SIPFLD
UCEC


1

5K
1295K]SIPFLDYRTYAMRVLFPGIEDHP
YRTY,LTNDLDGASI,NDLDGASIPF






VLK




PLXNA
c.1392_139
p.P464fs
YNGYSVVFVGTKSGKLKKIRADGPP[p.P
STRWSLCSR,KIRADGPPP,SATCTSCLR,WPSPLISAT,SPWS
STAD


2
3insCC

464fs]PMVGSSTRWSLCSRTEAPSSGT
HVSSI,IRADGPPPM,PMVGSSTRW,VGSSTRWSL,TEAPSS






WPSPLISATCTSCLRDRSPGSPWSHVSS
GTW,ISATCTSCL,RDRSPGSPW,WSHVSSIRL,SPGSPWSHV,






IRLVGSA*
LISATCTSCL,SSTRWSLCSR,ISATCTSCLR,KIRADGPPPM,S







TRWSLCSRT,RWSLCSRTEA,MVGSSTRWSL,RTEAPSSGT







W,WPSPLISATC,PPMVGSSTRW



PLXNA
c.172C>T
p.P58S
LTHLAVHRVTGEVFVGAVNRVFKLA[p.
KLASNLTEL,RVFKLASNL,LASNLTELR,KLASNLTELR,RVFKL
HNSC


3


P58S]SNLTELRAHVTGPVEDNARCYPP
ASNLT,FKLASNLTEL






PSM




PLXNC
c.1385C>T
p.S462
IYIYLTAGKEVRRIRVANCNKHKSC[p.S4
NKHKSCLECL
CRC


1

L
62L]LECLTATDPHCGWCHSLQRCTFQ







GDC




PLXNC
c.2455C>T
p.R819
NINVSEYCVATYCGFLAPSLKSSKV[p.R8
KVCTNVTVK,CTNVTVKLR,KSSKVCTNV,SKVCTNVTV,SSKV
CRC


1

C
19C]CTNVTVKLRVQDTYLDCGTLQYRE
CTNVTV






DP




PLXN
c.1100G>T
p.R367
GLQCAGGAGRGDLYSRLVSVFPARE[p.
VFPARELLF,SVFPARELL,ELLFAVFER,ARELLFAVF,FPARELL
TGCT


D1

L
R367L]LLFAVFERPQGSPAARAAPAAL
FA,RELLFAVFE,SVFPARELLF,FPARELLFAV,PARELLFAVF






CAFR




PMEP
c.624de|C
p.P208f
RAPPNRTIFDSDLMDSARLGGPCPP[p.
RLGGPCPPA,AVTRASAPR,ATAAAGAWR,SSTSRAVGR,AV
STAD


A1

s
P208fs]AVTRASAPRATAAAGAWRGR
GRPPCWR,VTRASAPRA,RASAPRATA,AWRGRRPPT,RGR






RPPTARSSATTRGPPSSTSRAVGRPPC
RPPTAR,TARSSATTR,AAGAWRGRR,SAPRATAAA,APRAT






WRGPGSTTHTSRP*
AAAG,RPPTARSSA,RPPCWRGPG,RATAAAGAW,RAVGRP







PCW,RLGGPCPPAV,VTRASAPRAT,RASAPRATAA,ASAPR







ATAAA,RATAAAGAWR,AWRGRRPPTA,RGRRPPTARS,TS







RAVGRPPC,RAVGRPPCWR,TAAAGAWRGR,AAAGAWRG







RR,CPPAVTRASA,APRATAAAGA,RPPTARSSAT,GPPSSTS







RAV,ARLGGPCPPA



PMS2
c.1952A>G
p.K651
AKRIKQLHHEAQQSEGEQNYRKFRA[p.
NYRKFRARI,KFRARICPG,RARICPGEN,QNYRKFRAR,KFRA
TGCT




R
K651R]RICPGENQAAEDELRKEISKTMF
RICPGE,RARICPGENQ,EQNYRKFRAR,RKFRARICPG






AEM




PNKP
c.520G>T
p.G174
NLEKLLVFTAAGVKPQGKVAGFDLD[p.
AGFDLDWTL,WTLITTRSGK,DLDWTLITTR,GKVAGFDLDW
LUAD




W
G174W]WTLITTRSGKVFPTGPSDWRIL







YPEI




PNLIP
c.110C>T
p.T37M
GAVAGKEVCYERLGCFSDDSPWSGI[p.
GIMERPLHI,SPWSGIMER,IMERPLHIL,GIMERPLHIL,DSP
MM





T37M]MERPLHILPWSPKDVNTRFLLYT
WSGIMER,MERPLHILPW






NEN




PNPLA
c.668T>C
p.L223
LDLYVNIAKQDIMLSLANLVRLNQA[p.L
NQAPFPPSK,LVRLNQAPF,LNQAPFPPSK,NQAPFPPSKR,A
TGCT


4

P
223P]PFPPSKRKMESLYQCGFDDTVKF
PFPPSKRKM,NLVRLNQAPF,RLNQAPFPPS






LLK




PNPLA
c.3597de|C
p.P119
LAYVCCVRQLEVVKSSDYCEYLRPP[p.P
YLRPPSTAT,CLTSGAAAA,TLPKLCLAL,GMHTQTSRA,WLS
STAD


7

9fs
1199fs]STATAPWTSASSTRSAKWATST
QNCLRA,SQNCLRAPL,SASSTRSAK,STRSAKWAT,KWATST






GARCLTSGAAAACWRRCSATSRGRARS
GAR,GARCLTSGA,AACWRRCSA,RGRARSPRV,RARSPRVR






PRVRSSPVPTPPSRTLPKLCLALSPPSPP
S,RVRSSPVPT,RTLPKLCLA,TTRRSTRRS,STRRSCWTS,RSC






WWMTNLTTRRSTRRSCWTSPGMHTQ
WTSPGM,TSRAPQPSR,LTRTGRGLC,SATSRGRAR,WWMT






TSRAPQPSRAQTWRTSPHCGIDTPVWL
NLTTR,WMTNLTTRR,NLTTRRSTR,LTTRRSTRR,VWLSQNC






SQNCLRAPLTRTGRGLC*
LR,RAPLTRTGR,TATAPWTSA,ATAPWTSAS,APWTSASST,







SPRVRSSPV,VPTPPSRTL,SPPWWMTNL,APQPSRAQT,RS







AKWATST,AKWATSTGA,ALSPPSPPW,AQTWRTSPH,PPS







TATAPW,CEYLRPPST,YLRPPSTATA,TSASSTRSAK,RTLPKL







CLAL,STATAPWTSA,STRSAKWATS,SAKWATSTGA,GARC







LTSGAA,AAACWRRCSA,CWRRCSATSR,TSRGRARSPR,RG







RARSPRVR,RARSPRVRSS,RSPRVRSSPV,RVRSSPVPTP,RS







SPVPTPPS,TTRRSTRRSC,STRRSCWTSP,TSRAPQPSRA,RA







QTWRTSPH,TWRTSPHCGI,CSATSRGRAR,WWMTNLTTR







R,TNLTTRRSTR,NLTTRRSTRR,QTSRAPQPSR,PVWLSQNC







LR,WTSASSTRSA,RPPSTATAPW,TPPSRTLPKL,APQPSRA







QTW,SPHCGIDTPV,TPVWLSQNCL,APLTRTGRGL,CEYLRP







PSTA,SASSTRSAKW,WATSTGARCL,LALSPPSPPW,ALSPP







SPPWW,RRSCWTSPGM,AQTWRTSPHC,LSQNCLRAPL,S







QNCLRAPLT,LTSGAAAACW



PNRC
c.217C>T
p.R73C
PRALPPTLFLPHFLGGDGPCLTPQP[p.R
LTPQPCAPA,TPQPCAPAA,CLTPQPCAPA,TPQPCAPAAL
CESC


1


73C]CAPAALPNRSLAVAGGTPRAAPKK







RR




PODN
c.903de|C
p.I301f
RHVPKHLPPALYKLHLKNNKLEKIP[p.I3
LEKIPRGPSA
STAD




s
01fs]RGPSAS*




PODN
c.449C>T
p.A150
QLQHLCVAHNKLSVAPQFLPRSLRV[p.
FLPRSLRVV,RSLRVVDLA,VDLAANQVM,RVVDLAANQV,R
GBM


L1

V
A150V]VDLAANQVMEIFPLTFGEKPAL
SLRVVDLAA,LPRSLRVVDL






RSVY




PODX
c.486_487i
p.S162f
TATAKPNTTSSQNGAEDTTNSGGKS[p.
QPQCDHRPHI,SQPQCDHRPH
GBM


L
nsC
s
S162fs]QPQCDHRPHIH*




POGZ
c.223G>T
p.G75
SAPVPIAAHASVAGHLSTSTTVSSS[p.G
TSTTVSSSW,STSTTVSSSW
LUAD




W
75W]WAQNSDSTKKTLVTLIANNNAG







NPLV




POLA
c.1809G>T
p.E603
PFQSHFCVVSKPKDCIFPYAFKEVI[p.E6
YAFKEVIDK,AFKEVIDKK,YAFKEVIDKK,EVIDKKNVKV
CRC


1

D
03D]DKKNVKVEVAATERTLLGFFLAKV







HK




POLE
c.1231G>T
p.V411
EIGFQKDSQGEYKAPQCIHMDCLRW[p.
HMDCLRWLK,RWLKRDSYL,IHMDCLRWL,LRWLKRDSY,L
CRC,UCEC




L
V411L]LKRDSYLPVGSHNLKAAAKAKL
KRDSYLPV,WLKRDSYLPV,IHMDCLRWLK,CLRWLKRDSY,






GYDP
HMDCLRWLKR,LRWLKRDSYL



POLE
c.1376C>T
p.S459
YDPVELDPEDMCRMATEQPQTLATY[p.
FVSDAVATY,ATYFVSDAV,QPQTLATYF,FVSDAVATYY,TLA
CRC




F
S459F]FVSDAVATYYLYMKYVHPFIFAL
TYFVSDA,ATYFVSDAVA,YFVSDAVATY,LATYFVSDAV,EQP






CTI
QTLATYF,QPQTLATYFV



POLE
c.1718G>T
p.R573
ESGVFRSDIPCRFRMNPAAFDFLLQ[p.R
FLLQLVEKT,DFLLQLVEK,AAFDFLLQL,AAFDFLLQLV,FLLQL
LUAD




L
573L]LVEKTLRHALEEEEKVPVEQVTNF
VEKTL,QLVEKTLRHA,LQLVEKTLRH






EE




POLE
c.857C>G
p.P286
DDLVERPDPVVLAFDIETTKLPLKF[p.P2
TTKLPLKFR,RDAETDQIM,KFRDAETDQI,ETTKLPLKFR,RD
UCEC




R
86R]RDAETDQIMMISYMIDGQGYLIT
AETDQIMM






NRE




POLM
c.290de|C
p.P97fs
EETSAEEAVSWQERRMAAAPPGCTP[p.
APPGCTPQL
STAD





P97fs]QLCWT*




POLQ
c.2579G>A
p.R860
NAVPFKSARKAVDEEEEAVEERRNM[p.
QTIWVTGRK,MQTIWVTGR,RNMQTIWVT,MQTIWVTGR
CRC




Q
R860Q]QTIWVTGRKGLTEREAAALIVE
K,NMQTIWVTGR,RNMQTIWVTG,EERRNMQTIW






EARM




POLR1
c.994A>C
p.K332
IFSVESTGVLPPDVLVSEAIKVLMG[p.K3
KVLMGQCRR,VLMGQCRRF,LMGQCRRFL,VLMGQCRRFL,
KIRC


C

Q
32Q]QCRRFLDELDAVQMD*
AIKVLMGQCR,KVLMGQCRRF,GQCRRFLDEL



POLR3
c.1114C>T
p.L372
GDNKVDDRDYYGNKRLELAGQLLSL[p.
LLSLFFEDL,SLFFEDLFK,LFFEDLFKK,LSLFFEDLF,FFEDLFKK
BLCA


B

F
L372F]FFEDLFKKFNSEMKKIADQVIPK
F,LAGQLLSLF,AGQLLSLFF,QLLSLFFEDL,LSLFFEDLFK,SLFF






QRA
EDLFKK,LFFEDLFKKF,ELAGQLLSLF,LAGQLLSLFF,LLSLFFE







DLF



POM1
c.691C>A
p.P231
GRRNLQPRPSAFKPLSKNGAVASFV[p.
FVTRPGPLK,GAVASFVTR,SFVTRPGPL,SFVTRPGPLK,ASF
LUAD


21L12

T
P231T]TRPGPLKPSLGPWSLSFCDDAW
VTRPGPL,NGAVASFVTR






PSVL




POM1
c.725C>A
p.P242H
FKPLSKNGAVASFVPRPGPLKPSLG[p.P
SLGHWSLSF,KPSLGHWSL,PSLGHWSLSF,LKPSLGHWSL,G
LUAD


21L12


242H]HWSLSFCDDAWPSVLVQPAPSA
PLKPSLGHW






IWDF




PON1
c.917G>A
p.R306
WVGCHPNGMKIFFYDSENPPASEVL[p.
SEVLQIQNI,LQIQNILTE,PPASEVLQI,SEVLQIQNIL,NPPASE
UCEC




Q
R306Q]QIQNILTEEPKVTQVYAENGTV
VLQI






LQGS




POP1
c.2248de|A
p.K750f
VASSPNGKESDLRRSEVPCAPMPKK[p.
LISHLMKWA,KLISHLMKW,KKLISHLMK,APMPKKLIS,MPK
STAD




s
K750fs]LISHLMKWAHP*
KLISHL,ISHLMKWAH,KLISHLMKWA,APMPKKLISH,MPKK







LISHLM,KKLISHLMKW



POST
c.1522C>T
p.R508
GAIHIFREIIKPAEKSLHEKLKQDK[p.R50
KQDKCFSTF,CFSTFLSLL,KCFSTFLSL,KQDKCFSTFL,LKQDK
CRC


N

C
8C]CFSTFLSLLEAADLKELLTQPGDWTL
CFSTF,KCFSTFLSLL



POTE
c.1519A>G
p.K507
EEQNTGISQDEILTNKQKQIEVAEK[p.K
AEKEMNSEL,KEMNSELSL,KEMNSELSLS,AEKEMNSELS
GBM,PRAD


C

E
507E]EMNSELSLSHKKEEDLLRENSML







QEE




POTEE
c.496G>A
p.V166
DKLHRAAWWGKVPRKDLIVMLRDTD[p.
MLRDTDMNKK
GBM




M
V166M]MNKKDKQKRTALHLASANG







NSEVVKL




POTEE
c.862G>A
p.V288
ADIESKNKHGLTPLLLGVHEQKQQV[p.
QVMKFLIKK,VMKFLIKKK,KQQVMKFLI,QQVMKFLIK,VHE
LUAD




M
V288M]MKFLIKKKANLNALDRYGRTAL
QKQQVM,EQKQQVMKF,QVMKFLIKKK,KQQVMKFLIK,Q






ILAV
QVMKFLIKK,GVHEQKQQVM,HEQKQQVMKF



POTEE
c.908G>T
p.R303I
LGVHEQKQQVVKFLIKKKANLNALD[p.
IYGRTALIL,DIYGRTALI,KANLNALDI,ANLNALDIY,LDIYGRT
UCEC





R303I]IYGRTALILAVCCGSASIVSLLLEQ
AL,ALDIYGRTAL,IYGRTALILA,KANLNALDIY,NLNALDIYGR,






N
KKANLNALDI



POTEF
c.2022G>T
p.K674
STLREEIAMLRLELDTMKHQSQLRE[p.K
SQLRENKYL,RENKYLEDI,KHQSQLRENK,HQSQLRENKY,N
UCEC




N
674N]NKYLEDIESVKKRNDNLLKALQL
KYLEDIESV






NEL




POTEF
c.334A>G
p.S112
DDSAMKTLRNKMGKWCCHCFPCCRG[p.
CCRGGSKSK
TGCT




G
S112G]GSKSKVGAWGDYDDSAFME







PRYHVRG




POTE
c.151G>A
p.D51N
KWCRHCFPWCRGSGKSNVGTSGDHD[p.
DNSAMKTLR,NSAMKTLRSK
SKCM


G


D51N]NSAMKTLRSKMGKWCRHCFP







WCRGSS




POTE
c.407G>A
p.R136
GSGKSKVGPWGDYDDSAFMEPRYHV[p.
HVHREDLDK,FMEPRYHVH,FMEPRYHVHR
GBM


G

H
R136H]HREDLDKLHRAAWWGKVPR







KDLIVML




POU2
c.715A>G
p.T239
RIKLGFTQGDVGLAMGKLYGNDFSQ[p.
ATISRFEAL,DFSQATISR,FSQATISRF,KLYGNDFSQA,SQATI
DLBCL


F2

A
T239A]ATISRFEALNLSFKNMCKLKPLL
SRFFA,DFSQATISRF,YGNDFSQATI






FKW




POU2F2
c.715A>T
p.T239S
RIKLGFTQGDVGLAMGKLYGNDFSQ[p.T
STISRFEAL,FSQSTISRF,DFSQSTISR,DFSQSTISRF,YGNDFS
DLBCL





239S]STISRFEALNLSFKNMCKLKPLLE
QSTI,SQSTISRFEA






KW




POU3F3
c.961G>T
p.D321Y
GGGGGAGPGLNSHDPHSDEDTPTSD[p.D
YLEQFAKQF,DEDTPTSDY,TSDYLEQFAK,DYLEQFAKQF,TP
LUAD





321Y]YLEQFAKQFKQRRIKLGFTQA
TSDYLEQF






DVGLA




PPARGC1B
c.403de|C
p.P135fs
AFPALDGGDALSCTSASPAPSSAPP[p.P
KVNGLVLRR,LVLRRTAPK,SSAPPALPR,RSPRPQPLR,SSHC
STAD





135fs]ALPRRSPRPQPLRWTSSHCCRSS
CRSSS,HQALTPRRK,GARQASDLK,RTAPKTRRL,PALPRRSP






SWPHPTQHQALTPRRKGPPGARQASD
R,TQHQALTPR,APSSAPPAL,RPQPLRWTS,WPHPTQHQA,






LKVNGLVLRRTAPKTRRLP*
RRSPRPQPL,SHCCRSSSW,SPRPQPLRW,ASDLKVNGLV,GL







VLRRTAPK,SSAPPALPRR,VLRRTAPKTR,RTAPKTRRLP,DLK







VNGLVLR,SPAPSSAPPA,SPRPQPLRWT,RPQPLRWTSS,W







PHPTQHQAL,TPRRKGPPGA,SSHCCRSSSW,SDLKVNGLVL



PPIL4
c.1146T>A
p.S382R
PKQDTKYDLILDEQAEDSKSSHSHT[p.S
KSSHSHTRK,SSHSHTRKK,HSHTRKKHK,HTRKKHKKK,
CLL





382R]RKKHKKKTHHCSEEKEDEDYMPIK
KSSHSHTRKK,HSHTRKKHKK,DSKSSHSHTR






NT




PPL
c.1362de|C
p.P454fs
GESWELMDSAGNKLIAPAVCFVIPP[p.
TLRPWLWLT,WLWLTAWAA,WLTAWAAST,FVIPPQTLR,C
STAD





P454fs]QTLRPWLWLTAWAASTGACG
FVIPPQTL,PQTLRPWLW,NARCSSGMR,TAWAASTGA,RP






RRQLGANARCSSGMRC*
WLWLTAW,RQLGANARC,ANARCSSGM,IPPQTLRPW,TLR







PWLWLTA,LTAWAASTGA,CGRRQLGANA,CFVIPPQTLR,







WAASTGACGR,IPPQTLRPWL,RPWLWLTAWA,RQLGANA







RCS,GANARCSSGM



PPL
c.976C>T
p.H326Y
DWKEYLNLLICEESHLKYMEDYHQF[p.H3
YMEDYHQFY,KYMEDYHQFY,HQFYEDVKDA,YEDVKDAQ
BLCA





26Y]YEDVKDAQELLRKVDSDLNQKY
EL






GPDF




PPM1E
c.931C>T
p.R311W
IHLHVNLVRQEMFPHDPAEALCRAF[p.
RAFWVTDER,AFWVTDERF,EALCRAFWV,AEALCRAFW,
KIRC





R311W]WVTDERFVQKAARESLRCGTT
WVTDERFVQK,RAFWVTDERF,AEALCRAFWV






GVVTF




PPM1H
c.678de|C
p.P226fs
NSRTLTRAASLRGGVGAPGSPSTPP[p.P
SLPRRRFPM,SAWSSERLK,ASLPRRRFP,RLKVHSRKW,KVH
STAD





226fs]HASLPRRRFPMSAWSSERLKVH
SRKWTY,PMSAWSSER,MSAWSSERL,FPMSAWSSE,LPRR






SRKWTYR*
RFPMS,HASLPRRRF,RRRFPMSAW,MSAWSSERLK,KVHS







RKWTYR,STPPHASLPR,ASLPRRRFPM,SERLKVHSRK,RLKV







HSRKWT,FPMSAWSSER,SPSTPPHASL,LPRRRFPMSA,RRF







PMSAWSS,LKVHSRKWTY



PPP1R12C
c.1116de|C
p.P372fs
LSSREKISLQDLSKERRPGGAGGPP[p.P
ALRVPCSLK,PSRTRMRGK,RTRMRGKKV,RMRGKKVPP,RG
STAD





372fs]SRTRMRGKKVPPNHPLQNPEPS
KKVPPNH,ASPPRRTPA,SLKRPPSPG,SPPRRTPAL,RPPSPG






MASPPRRTPALRVPCSLKRPPSPGALAS*
ALA,KKVPPNHPL,LQNPEPSMA,SLKRPPSPGA,PSRTRMR







GKK,RTRMRGKKVP,RMRGKKVPPN,MASPPRRTPA,ALRV







PCSLKR,RPGGAGGPPS,HPLQNPEPSM,TPALRVPCSL,LKR







PPSPGAL,GKKVPPNHPL,LQNPEPSMAS



PPP2R1A
c.536C>G
p.P179R
CYPRVSSAVKAELRQYFRNLCSDDT[p.P1
TRMVRRAAA,RMVRRAAAS,NLCSDDTRMV,RMVRRAAAS
UCEC,UCS





79R]RMVRRAAASKLGEFAKVLELDNVKSE
K,RNLCSDDTRM



PPP2R1A
c.547C>T
p.R183W
VSSAVKAELRQYFRNLCSDDTPMVR[p.
MVRWAAASK,DTPMVRWAA,TPMVRWAAA,VRWAAASK
CRC,UCS





R183W]WAAASKLGEFAKVLELDNVKSE
L,CSDDTPMVRW,MVRWAAASKL,DTPMVRWAAA,TPMV






IIPM
RWAAAS,WAAASKLGEF



PPP2R1A
c.656C>T
p.S219L
KVLELDNVKSEIIPMFSNLASDEQD[p.S
DEQDLVRLL,NLASDEQDLV,DEQDLVRLLA
UCS





219L]LVRLLAVEACVNIAQLLPQEDLEA







LV




PPP2R1A
c.767C>T
p.S256F
IAQLLPQEDLEALVMPTLRQAAEDK[p.S
KFWRVRYMV,FWRVRYMVA,QAAEDKFWR,RQAAEDKF
UCEC





256F]FWRVRYMVADKFTELQKAVGPE
W,DKFWRVRYM,KFWRVRYMVA,QAAEDKFWRV,TLRQA






ITKT
AEDKF,AEDKFWRVRY



PPP2R2B
c.977C>T
p.P326L
SKGTIRLCDMRASALCDRHTKFFEE[p.P
RHTKFFEEL,LEDPSNRSF,ELEDPSNRSF,LEDPSNRSFF
CRC





326L]LEDPSNRSFFSEIISSISDVKFSHSG




PPP2R
c.1165de|A
p.T389fs
RKVQKEGKISYADFVWFLISEEDKK[p.T
WTWSSRGLK,CSSSSTSTR,STGSAAWTW,SSTSTRSSA,RTA



3B


389fs]HRPASSTGSAAWTWTGTAPCP
SARCWT,SARCWTWSS,EGWTAWPSR,WTWTGTAPC,WT
STAD





CSSSSTSTRSSAEGWTAWPSRPCPSRT
AWPSRPC,RPASSTGSA,RPCPSRTAS,SSAEGWTAW,KKHR






ASARCWTWSSRGLKGRSRCRT*
PASST,ASSTGSAAW,RSSAEGWTA,AEGWTAWPS,TASAR







CWTW,RTASARCWTW,SSSTSTRSSA,SARCWTWSSR,CW







TWSSRGLK,SSRGLKGRSR,RGLKGRSRCR,TWSSRGLKGR,S







AAWTWTGTA,RPASSTGSAA,RPCPSRTASA,SSTGSAAWT







W,RSSAEGWTAW,RCWTWSSRGL,SEEDKKHRPA



PPP2R
c.930C>A
p.F310
ELRRSSFLQNVALLEEEADINQLTE[p.F3
LTELFSYEH,NQLTELFSY,ELFSYEHFY,ADINQLTEL,TELFSYE
UCEC


3B

L
10L]LFSYEHFYVIYCKFWELDTDHDLLID
HF,ELFSYEHFYV,LFSYEHFYVI,INQLTELFSY,ADINQLTELF,L







TELFSYEHF,TELFSYEHFY



PPP2R
c.776C>A
p.S259
GFALPLKEEHKIFLLKVLLPLHKVK[p.S25
YLSVYHPQL,KYLSVYHPQ,KVKYLSVYH,LPLHKVKYL,LHKVK
CRC


5C

Y
9Y]YLSVYHPQLAYCVVQFLEKDSTLTEP
YLSV,HKVKYLSVY,YLSVYHPQLA,LLPLHKVKYL,KYLSVYHP







QL,KVKYLSVYHP,VLLPLHKVKY,LHKVKYLSVY,HKVKYLSVY







H



PPP4R
c.1791G>C
p.L597
DSVPLISDAVENMDSTLHYIHSDSD[p.L
HYIHSDSDF,SDFSNNSSF,LHYIHSDSDF
CESC


1

F
597F]FSNNSSFSPDEERRTKVQDVVPQ







ALL




PPP6C
c.901C>T
p.R301
LVHEGYKFMFDEKLVTVWSAPNYCY[p.
CYCCGNIASI,YCCGNIASIM
SKCM




C
R301C]CCGNIASIMVFKDVNTREPKLF







RAVP




PPT2
c.794G>T
p.R265
WQSSFFGFYDANETVLEMEEQLVYL[p.
YLLDSFGLK,VYLLDSFGL,QLVYLLDSF,MEEQLVYLL,LVYLLD
LUAD




L
R265L]LDSFGLKTLLARGAIVRCPMAGI
SFGL,YLLDSFGLKT,LLDSFGLKTL,EQLVYLLDSF






SHT




PRAM
c.802G>A
p.A268
QPEFSEAAQTPLWKPQSSEPKRDSS[p.
RDSSTFPKK,EPKRDSSTF,SEPKRDSSTF
UCEC


1

T
A268T]TFPKKASQPPLSDFPKKPPQPEL







GDL




PRAM
c.251G>C
p.C84S
KLQVLDLQDVCENFWMVWSEAMAH
MAHGSFLNA,SFLNAKRNK,HGSFLNAKR,EAMAHGSFL,SE
SKCM


EF11


G[p.C84S]SFLNAKRNKTPVQDCPRMR
AMAHGSF,AMAHGSFLNA,MAHGSFLNAK,GSFLNAKRNK,






ERQPLTV
WSEAMAHGSF,SEAMAHGSFL



PRAM
c.311G>A
p.R104
AMAHGCFLNAKRNKTPVQDCPRMRE[p.
RMREQQPLT,EQQPLTVFV,REQQPLTVF,RMREQQPLTV,C
CLL


EF11

Q
R104Q]QQPLTVFVELWLKNRTLDEY
PRMREQQPL,MREQQPLTVF,REQQPLTVFV






LTCLLL




PRAM
c.743G>A
p.R248
LTQFTPYLGHMRNLQKLILSHMDVS[p.
LSHMDVSHY,SHMDVSHYV,VSHYVSPEQK,ILSHMDVSHY,
CRC


EF4

H
R248H]HYVSPEQKKEIVTQFTTQFLKLR
LSHMDVSHYV






CLQ




PRAM
c.1342A>G
p.I448V
ALCWGRFAELGAELMKTPRDLRQPK[p.
LRQPKVIVF,TPRDLRQPKV,DLRQPKVIVF,QPKVIVFCTV
TGCT


EF8


I448V]VIVFCTVPCPRCGIRASYDLEPSH







CL




PRAM
c.956G>A
p.R319
LEMVVMTDCLLSESDLKHLSWCPSI[p.
SWCPSIHQL,HLSWCPSIH,SWCPSIHQLK,CPSIHQLKEL,LS
PRAD


EF8

H
R319H]HQLKELDLRGVTLTHFSPEPLTG
WCPSIHQL






LLE




PRB1
c.820de|C
p.R274fs
KPQGPPPPGKPQGPPAQGGSKSQSA[p.
HPNKKATIL,VPHLQQEAI,IPSSLRHLL,SPRDHHALL,LPDLPS
HNSC





R274fs]DLLQESHKDHPNKKATILKVPH
DSL,DSLPSHLGF,SKSQSADLL,LQQEAIPSS,QQEAIPSSL,LP






LQQEAIPSSLRHLLLDSPRDHHALLKGA
SDSLPSH,LQQEAIPSSL,AIPSSLRHLL,LLKGADLPDL,SADLL






DLPDLPSDSLPSHLGFNDRK*
QESHK,SPRDHHALLK,EAIPSSLRHL,IPSSLRHLLL,LPSDSLPS







HL,KKATILKVPH,LKVPHLQQEA,SDSLPSHLGF



PRDM
c.1763C>G
p.S588
PYPLKKQNGKIKYECNVCAKTFGQL[p.S
KTFGQLCNL,GQLCNLKVH,KTFGQLCNLK,QLCNLKVHLR,A
MM


1

C
588C]CNLKVHLRVHSGERPFKCQTCNK
KTFGQLCNL,GQLCNLKVHL






GFT




PRDM
c.3107C>T
p.P103
HLCNRCFGQQTNLDRHLKKHEHENA[p.
ALVSQHPGV,KKHEHENAL,HEHENALVS,HENALVSQH,AL
LUAD


16

6L
P1036L]LVSQHPGVLTNHLGTSASSPT
VSQHPGVL,LKKHEHENAL,KKHEHENALV






SESDN




PRDM
c.811G>C
p.E271
RRHKKYTCGSVGAALYEGLAEELKP[p.E
AEELKPQGL
BLCA


16

Q
271Q]QGLGGGSGQAHECKDCERMFP







NKYSL




PRDM
c.2404T>A
p.*802
DSVGTEDCRINSAVYSADESLSAHK[p.
KIHITSYLL,SAHKKKEKK,NGKIHITSY,GKIHITSYL,ILDENAN
CLL


4

K
802K]KKEKKQAILDENANGKIHITSYLL*
GKI,SLSAHKKKEK,AILDENANGK,ANGKIHITSY,NGKIHITSY







L,GKIHITSYLL



PRDM
c.1159A>C
p.M38
GQELGIRSSIEPAESLGQAVNCWSG[p.
SGLGMSMAR,QAVNCWSGL,VNCWSGLGM,CWSGLGMS
PRAD


7

7L
M387L]LGMSMARNWASSGAASGRKS
M,LGMSMARNW,GQAVNCWSGL,AVNCWSGLGM,NCW






SWQGEN
SGLGMSM



PRELP
c.601G>T
p.D201
LRLSQNHISRIPPGVFSKLENLLLL[p.D20
KLENLLLLY,LLYLQHNRL,LLLYLQHNR,LENLLLLYL,KLENLLL
LUAD




Y
1Y]YLQHNRLSDGVFKPDTFHGLKNLM
LYL,LLLYLQHNRL,SKLENLLLLY,LLLLYLQHNR






QL




PREP
c.1407C>A
p.F469
SKDGTKIPMFIVHKKGIKLDGSHPA[p.F
KLDGSHPAL,SHPALLYGY,ALLYGYGGF,KLDGSHPALL,LLY
CESC




L
469L]LLYGYGGFNISITPNYSVSRLIFVR
GYGGFNI,GSHPALLYGY,LDGSHPALLY,IKLDGSHPAL






H




PREX1
c.2191G>A
p.V731I
AKEIIKIPDQPDTLCFQIRGAAPPY[p.V7
AAPPYIYAV,RGAAPPYIY,GAAPPYIYAV,QIRGAAPPYI,RGA
CRC





31I]IYAVGRGSEAMAAGLCAGQCILKV
APPYIYA,IRGAAPPYIY






NG




PREX1
c.3736G>A
p.E124
CLEHLFNQVDSINALLKGPVMSRAF[p.E
MSRAFKETK,FKETKHFPM,RAFKETKHF,VMSRAFKETK,KG
UCEC




6K
1246K]KETKHFPMNHSLQEFKQKEECT
PVMSRAFK,MSRAFKETKH,AFKETKHFPM,SRAFKETKHF






IRGR




PREX2
c.1088G>A
p.R363
WFVCMAKTPEEKHEWFEAILKERER[p.
ILKERERQK,RQKGLKLGM,KERERQKGL,RERQKGLKL,AILK
BRCA




Q
R363Q]QKGLKLGMEQDTWVMISEQG
ERERQK,KERERQKGLK






EKLYKM




PREX2
c.1686_168
p.R562f
CDNGFMHHVLEKSEFKDEPLLFRFF[p.R
EPLLFRFFF,DEPLLFRFFF
STAD



7insT
s
562fs]FG*




PRG4
c.2023A>C
p.N675
PTTPEEPTPTTPEEPAPTTPKAAAP[p.N
KAAAPHTPK,APHTPKEPA
CLL




H
675H]HTPKEPAPTTPKEPAPTTPKEPAP







TT




PRIC2
c.3865G>C
p.E128
LFWVQIVLWRQGFYYPLGIVREVLP[p.E
IVREVLPQA,REVLPQAST,EVLPQASTW,GIVREVLPQA,QA
BLCA


85

9Q
1289Q]QASTWEQGLRILGLEYSLRVPP
STWEQGLR,REVLPQASTW






SDQA




PRKA
c.1220G>A
p.R407
CPLDALNTTKPKSLAVKKAKWHLGI[p.R
GIQSQSKPY,KAKWHLGIQS,LGIQSQSKPY,IQSQSKPYDI
CRC


A2

Q
407Q]QSQSKPYDIMAEVYRAMKQLDF







EWKV




PRKA
c.311C>A
p.P104
PTVFRWTGGGKEVYLSGSFNNWSKL[p.
NWSKLHLTR,HLTRSHNNF,FNNWSKLHL,SKLHLTRSH,HLT
CLL


B1

H
P104H]HLTRSHNNFVAILDLPEGEHQY
RSHNNFV,SFNNWSKLHL,NNWSKLHLTR,LHLTRSHNNF






KFFV




PRKA
c.926C>T
p.S309
ERLKVVDVIGTKVYNDGEQIIAQGD[p.S
DLADSFFIV,AQGDLADSF,GDLADSFFI,AQGDLADSFF,IAQ
CRC


R2B

L
309L]LADSFFIVESGEVKITMKRKGKSE
GDLADSF,GEQIIAQGDL,GDLADSFFIV






VE




PRKC
c.1294de|G
p.G432fs
FLTHLICTFQTKDHLFFVMEFLNGG[p.G
FVMEFLNGGT
GBM


D


432fs]T*




PRKCE
c.470_471
p.Q157fs
SSGEAPKDNEERVFRERMRPRKRQG[p.
HLSSAAHLL,YLLRSLWVP,GTLAAGFAV,QVHGHLSSA,SLHL
KIRC



insG

Q157fs]GRQAQGPSGQRPQVHGHLSS
RGPQA,LLRSLWVPA,RLHLGCHRK,AVPRAHNHK,PYLLRSL






AAHLLLPLQRLHLGCHRKAGIPVSSLHL
WV,LWVPALGTL,RPRKRQGGR,HNHKVCWVK,VQRQHAP






RGPQAVPRAHNHKVCWVKEAGDPRP
QV,RQHAPQVRY,RSLWVPALG,RYPQLQGPY,WVKEAGDP






GGLPAVQRQHAPQVRYPQLQGPYLLR
R,QLQGPYLLR,SAAHLLLPL,GPSGQRPQV,RPQVHGHLS,V






SLWVPALGTLAAGFAV*
PRAHNHKV,DPRPGGLPA,APQVRYPQL,YPQLQGPYL,VPA







LGTLAA,ALGTLAAGF,RKRQGGRQA,GQRPQVHGH,HGHL







SSAAH,GHLSSAAHL,LSSAAHLLL,LQRLHLGCH,CHRKAGIP







V,KAGIPVSSL,LHLRGPQAV,RAHNHKVCW,PQLQGPYLL,G







PYLLRSLW,LRSLWVPAL,HLSSAAHLLL,LLLPLQRLHL,SLHL







RGPQAV,YLLRSLWVPA,LLRSLWVPAL,SLWVPALGTL,ALG







TLAAGFA,AAHLLLPLQR,RYPQLQGPYL,RMRPRKRQGG,L







QRLHLGCHR,RLHLGCHRKA,SSLHLRGPQA,HLRGPQAVPR,







QAVPRAHNHK,RAHNHKVCWV,VQRQHAPQVR,VRYPQL







QGPY,SSAAHLLLPL,RPQVHGHLSS,VPRAHNHKVC,DPRPG







GLPAV,YPQLQGPYLL,GPYLLRSLWV,HLGCHRKAGI,GQRP







QVHGHL,HGHLSSAAHL,GHLSSAAHLL,RKAGIPVSSL,AGIP







VSSLHL,RQHAPQVRYP,LQGPYLLRSL,VPALGTLAAG



PRKC
c.1033C>T
p.R345
SSSPIPSPSPSPTDPKRCFFGASPG[p.R3
CLHISDFSF,CLHISDFSFL,SPGCLHISDF,GCLHISDFSF
STAD


G

C
45C]CLHISDFSFLMVLGKGSFGKVMLA







ER




PRKCI
c.1438C>T
p.R480
IVGSSDNPDQNTEDYLFQVILEKQI[p.R
KQICIPRSL,CIPRSLSVK,KQICIPRSLS,LEKQICIPRS
CRC




C
480C]CIPRSLSVKAASVLKSFLNKDPKER







L




PRKC
c.971C>T
p.A324
GMNVHHRCQTKVANLCGINQKLMAE[p.
KLMAEVLAM,LMAEVLAMI,NQKLMAEVL,AEVLAMIES,GI
UCEC


Q

V
A324V]VLAMIESTQQARCLRDTEQIF
NQKLMAEV,KLMAEVLAMI,QKLMAEVLAM,AEVLAMIEST






REGPV




PRKD
c.10702C>
p.Q356
DTSTGHKNKEFVARIKSKLDQGGVI[p.Q
GVIEDFINA,GVIEDFINAL
CESC


C
G
8E
3568E]EDFINALDQLSNPELLFKDWSN







DVRA




PRKR
c.366G>T
p.K122
NILKANASICFAVPDPLMPDPSKQP[p.K
QPNNQLNPI,KQPNNQLNPI
CRC


A

N
122N]NNQLNPIGSLQELAIHHGWRLPE







YTL




PRMT
c.84de|C
p.S28fs
SSRCLLLRRKMAENAAESTEVNSPP[p.S
LLSPCNASI,SIMCPLNPA,IMCPLNPAA,SPPSPSSLL,LSPCN
STAD


8


28fs]PSPPSPSSLLSPCNASIMCPLNPAA
ASIM,SLLSPCNASI,SIMCPLNPAA,LLSPCNASIM,PPSPPSP






QDGARCPSC*
SSL



PRMT
c.91T>C
p.S31P
SSRCLLLRRKMAENAAESTEVNSPP[p.S
SPPPQPPQPV
BLCA


8


31P]PQPPQPVVPAKPVQCVHHVSTQP







SCP




PROD
c.1579C>G
p.L527
TVRFALRRMEELGLHPADHRVYFGQ[p.
VYFGQVLGM,RVYFGQVLG,HRVYFGQVL,RVYFGQVLGM,
TGCT


H

V
L527V]VLGMCDQISFPLGQAGYPVYKY
VLGMCDQISF,GQVLGMCDQI






VPYG




PROK
c.889G>A
p.V297I
KTVLVLMCILTAYVLCWAPFYGFTI[p.V
IIRDFFPTV,GFTIIRDFF,TIIRDFFPT,APFYGFTII,YGFTIIRDF,I
GBM


R2


297I]IRDFFPTVFVKEKHYLTAFYVVECI
RDFFPTVF,TIIRDFFPTV,FYGFTIIRDF,YGFTIIRDFF,APFYGF






A
TIIR,FTIIRDFFPT,IIRDFFPTVF



PROX
c.1774de|T
p.F592f
SPYSGSAMQEGLSPNHLKKAKLMFF[p.
KLMFFIPVI,FIPVIPAPI,KAKLMFFIP,MFFIPVIPA,KKAKLMF
STAD


1

s
F592fs]IPVIPAPIC*
FI,AKLMFFIPV,LMFFIPVIPA,FFIPVIPAPI,KAKLMFFIPV,AK







LMFFIPVI



PROX
c.674T>A
p.V225
PRESYRENKRKQKLPQQQQQSFQQL[p.
SFQQLDSAR,QSFQQLDSAR
KIRC


1

D
V225D]DSARKEQKREERRQLKQQLED







MQKQL




PRPF3
c.865C>T
p.R289
STSVLPHTGYIYHSDIVQSLPPDLR[p.R2
RWKAARLVA,DLRWKAARL,WKAARLVAA,LRWKAARLV,L
TGCT


1

W
89W]WKAARLVAAKCTLAARVDSFHES
PPDLRWKA,SLPPDLRWKA,QSLPPDLRWK,RWKAARLVAA,






TEG
DLRWKAARLV,VQSLPPDLRW,LRWKAARLVA,LPPDLRW







KAA



PRPF6
c.2288G>T
p.R763
KCPHSTPLWLLLSRLEEKIGQLTRA[p.R7
QLTRALAIL,KIGQLTRAL,GQLTRALAI,ALAILEKSRL,LTRALA
LUAD




L
63L]LAILEKSRLKNPKNPGLWLESVRLE
ILEK,KIGQLTRALA,RALAILEKSR,EKIGQLTRAL,GQLTRALAI






Y
L



PRRC2
c.5647C>A
p.P188
SASIPILASALASTSAPTPAPAASS[p.P18
AASSTAAPV,STAAPVITA,TPAPAASST,APAASSTAA,ASST
KIRC


C

3T
83T]TAAPVITAPTIPASAPTASVPLAPAS
AAPVI,TAAPVITAPT,TPAPAASSTA,APAASSTAAP,AASSTA







APVI



PRRX1
c.587C>T
p.A196
DVTAVEQPIVPRPAPRPTDYLSWGT[p.
LSWGTVSPY,YLSWGTVSP,TVSPYSAMA,GTVSPYSAM,TD
BRCA




V
A196V]VSPYSAMATYSATCANNSPAQ
YLSWGTV,PTDYLSWGTV,YLSWGTVSPY,VSPYSAMATY,W






GINMA
GTVSPYSAM



PRSS1
c.319G>A
p.D107
EGNEQFINAAKIIRHPQYDRKTLNN[p.D
TLNNNIMLI,KTLNNNIML,RKTLNNNIM,KTLNNNIMLI,TLN
HNSC




N
107N]NIMLIKLSSRAVINARVSTISLPTA
NNIMLIK,NIMLIKLSSR,RKTLNNNIML






P




PRSS3
c.2038de|C
p.L680f
LPQGHQVSRLVISIRLPQHLGLRPP[p.L6
GLRPPWPSW,QHLGLRPPW,PQHLGLRPPW,LGLRPPWPS
STAD


6

s
80fs]WPSWS*
W



PRSS5
c.115G>C
p.E39Q
TVATALMLPVKPPAGSWGAQIIGGH[p.
AQIIGGHQV,QVTPHSRPY,HQVTPHSRPY,AQIIGGHQVT
LUSC


7


E39Q]QVTPHSRPYMASVRFGGQHHC







GGFLL




PSD2
c.766de|G
p.G256
NVLSRLSLMAMPNGFHEDGPQGPGG[p.
GGMRMMMRR,GMRMMMRRT,RMMMRRTRT,MMMR
STAD




fs
G256fs]MRMMMRRTRTSC*
RTRTS,MMRRTRTSC,GPGGMRMMM,PQGPGGMRM,M







MMRRTRTSC,GMRMMMRRTR,RMMMRRTRTS,GPQGP







GGMRM,PQGPGGMRMM



PSD3
c.1687A>C
p.T563
PEIAFWGSNAGVKTTRLEAHSEMGS[p.
MGSPEILEK,SEMGSPEIL,EMGSPEILEK,AHSEMGSPEI
KIRC




P
T563P]PEILEKETPENLSNGTSSNVEAA







KRL




PSG8
c.1189C>T
p.R397
FQLSGQKLFIPQITTKHSGLYACSV[p.R3
SVCNSATGK,GLYACSVCNS,CSVCNSATGK
CRC




C
97C]CNSATGKESSKSMTVKVSGKRIPV







SL




PSG8
c.958C>T
p.R320
LILPSVTRNETGPYQCEIRDQYGGI[p.R3
DQYGGICSY,CSYPVTLNV,QYGGICSYPV,RDQYGGICSY,GG
CRC




C
20C]CSYPVTLNVLYGPDLPRIYPSFTYYR
ICSYPVTL,CSYPVTLNVL



PSG9
c.1210G>A
p.E404
LFIPQITRNHSGLYACSVHNSATGK[p.E
KISKSMTVK,SATGKKISK,KKISKSMTV,KISKSMTVKV,SVHN
SKCM




K
404K]KISKSMTVKVSGPCHGDLTESQS
SATGKK






*




PSMD
c.14C>T
p.A5V
MAAA[p.A5V]VVVEFQRAQSLLSTDRE
MAAAVVVEF,AAAVVVEFQR
TGCT


11


ASIDILHSI




PSMD
c.602G>A
p.R201
SMEKKERVEFILEQMRLCLAVKDYI[p.R
YIQTQIISK,IQTQIISKK,KDYIQTQII,AVKDYIQTQI,YIQTQIIS
CRC


12

Q
201Q]QTQIISKKINTKFFQEENTEKLKLK
KK,IQTQIISKKI






Y




PSME
c.691C>T
p.R231
IAKYPHVEDYRRTVTEIDEKEYISL[p.R23
SLWLIISEL,KEYISLWLI,EYISLWLII,DEKEYISLW,SLWLIISEL
CESC


3

W
1W]WLIISELRNQYVTLHDMILKNIEKIK
R,KEYISLWLII,ISLWLIISEL,DEKEYISLWL



PSME
c.1483A>G
p.N495
GGRWFPEGPTHMLPLLMRALPGVDP[p.
GVDPDDFSK,LPGVDPDDF,DDFSKCMITF,DPDDFSKCMI
TGCT


4

D
N495D]DDFSKCMITFQFIATFSTLVPL







VDCS




PSPH
c.433G>A
p.V145I
IRELVSRLQERNVQVFLISGGFRSI[p.V1
SIIEHVASK,ISGGFRSII,SIIEHVASKL,LISGGFRSII,RSIIEHVA
GBM





45I]IEHVASKLNIPATNVFANRLKFYFN
SK,GFRSIIEHVA,IEHVASKLNI






G




PTCH1
c.2066C>A
p.P689
LRTEYDPHTHVYYTTAEPRSEISVQ[p.P6
EISVQHVTV,SEISVQHVT,SEISVQHVTV,VQHVTVTQDT
KIRC




H
89H]HVTVTQDTLSCQSPESTSSTRDLLS







Q




PTCH1
c.3921de|C
p.P130
RQQPHLDSGSLPPGRQGQQPRRDPP[p.
FLLKGILAL,LLKGILALA,ILALAIGPA,ALAIGPAGA,LLKFLLKG
STAD




7fs
P1307fs]EKACGHPPTDRAETLLKFLL
I,AIGPAGALA,ALAGPVLTT,ETLLKFLLK,KFLLKGILA,TQRPL






KGILALAIGPAGALAGPVLTTLGTQRPLP
PWAA,WAAPCPATA,LAIGPAGAL,RPLPWAAPC,LPWAAP






WAAPCPATASPSPL*
CPA,LKFLLKGIL,LKGILALAI,AGALAGPVL,LAGPVLTTL,LGT







QRPLPW,AETLLKFLL,ILLKFLLKGI,FLLKGILALA,LLKGILALA







I,ALAIGPAGAL,ALAGPVLTTL,KFLLKGILAL,HPPTDRAETL,







GPAGALAGPV,CPATASPSPL,LLKFLLKGIL,TDRAETLLKF,LK







FLLKGILA,TQRPLPWAAP,LPWAAPCPAT



PTCH
c.1764de|T
p.F588f
KKFCCFPFGSVPDEHGTDIHPISLF[p.F5
SLFLETILA,FLETILAPF,ILAPFSQGV,DIHPISLFL,ISLFLETIL,F
STAD


D3

s
88fs]LETILAPFSQGVSPSIL*
SQGVSPSI,SQGVSPSIL,HPISLFLET,LETILAPFS,TILAPFSQG







V,LFLETILAPF,HPISLFLETI,FSQGVSPSIL



PTEN
c.388C>G
p.R130
CEDLDQWLSEDDNHVAAIHCKAGKG[p.
GTGVMICAY,GGTGVMICAY,KAGKGGTGVM
UCEC




G
R130G]GTGVMICAYLLHRGKFLKAQE







ALDFY




PTEN
c.389G>A
p.R130
CEDLDQWLSEDDNHVAAIHCKAGKG[p.
QTGVMICAY,GKGQTGVMI,GQTGVMICAY,KAGKGQTGV
CESC,CRC,UCEC




Q
R130Q]QTGVMICAYLLHRGKFLKAQE
M






ALDFY




PTEN
c.389G>C
p.R130
CEDLDQWLSEDDNHVAAIHCKAGKG[p.
PTGVMICAY,GKGPTGVMI,GPTGVMICAY,KAGKGPTGVM
UCEC




P
R130P]PTGVMICAYLLHRGKFLKAQEA







LDFY




PTEN
c.389G>T
p.R130
CEDLDQWLSEDDNHVAAIHCKAGKG[p.
LTGVMICAY,GLTGVMICA,KAGKGLTGV,GKGLTGVMI,GL
UCEC




L
R130L]LTGVMICAYLLHRGKFLKAQEA
TGVMICAY,KAGKGLTGVM






LDFY




PTEN
c.407G>A
p.C136
WLSEDDNHVAAIHCKAGKGRTGVMI[p.
GVMIYAYLL,VMIYAYLLH,RTGVMIYAY,KGRTGVMIY,VMI
GBM




Y
C136Y]YAYLLHRGKFLKAQEALDFYGE
YAYLLHR,GVMIYAYLLH,KGRTGVMIYA,RTGVMIYAYL,GK






VRTR
GRTGVMIY,GRTGVMIYAY



PTEN
c.509G>A
p.S170
FLKAQEALDFYGEVRTRDKKGVTIP[p.S
VTIPNQRRY,NQRRYVYYY,IPNQRRYVY,GVTIPNQRRY,TIP
GBM




N
170N]NQRRYVYYYSYLLKNHLDYRPVA
NQRRYVY,VTIPNQRRYV,IPNQRRYVYY






LLF




PTEN
c.518G>A
p.R173
AQEALDFYGEVRTRDKKGVTIPSQR[p.
TIPSQRHYV,HYVYYYSYL,SQRHYVYYY,RHYVYYYSY,VTIPS
GBM




H
R173H]HYVYYYSYLLKNHLDYRPVALLF
QRHY,IPSQRHYVY,PSQRHYVYY,PSQRHYVYYY,VTIPSQRH






HKM
YV,RHYVYYYSYL,HYVYYYSYLL,SQRHYVYYYS,GVTIPSQRH







Y,TIPSQRHYVY,QRHYVYYYSY,IPSQRHYVYY



PTEN
c.701G>T
p.R234
GTCNPQFVVCQLKVKIYSSNSGPTR[p.R
RLEDKFMYF,YSSNSGPTRL,TRLEDKFMYF,LEDKFMYFEF
LUAD




L
234L]LEDKFMYFEFPQPLPVCGDIKVEF







FH




PTEN
c.795de|A
p.L265f
EFPQPLPVCGDIKVEFFHKQNKMLK[p.
KMLKRTKCF,MLKRTKCFT,LKRTKCFTF,MLKRTKCFTF,KQN
STAD




s
L265fs]RTKCFTFG*
KMLKRTK,KMLKRTKCFT,NKMLKRTKCF



PTEN
c.830C>T
p.T277I
DIKVEFFHKQNKMLKKDKMFHFWVN[p.
KMFHFWVNI,MFHFWVNIF,FHFWVNIFF,HFWVNIFFI,K
GBM





T277I]IFFIPGPEETSEKVENGSLCDQE
MFHFWVNIF,MFHFWVNIFF,FHFWVNIFFI






IDS




PTGR
c.119A>C
p.E40A
GYPTNSDFELKTAELPPLKNGEVLL[p.E4
VLLAALFLT,LLAALFLTV,EVLLAALFL,GEVLLAALF,VLLAALF
TGCT


1


0A]AALFLTVDPYMRVAAKRLKEGDTM
LTV,AALFLTVDPY,LKNGEVLLAA,GEVLLAALFL






MG




PTH2
c.64C>G
p.L22V
METRQVSRSPRVRLLLLLLLL[p.L22V]V
LLLLLLVVV,LLVVVPWGV,LVVVPWGVR,LLLLVVVPW,RLLL
PRAD





VVPWGVRTASGVALPPVGVLSLRPP
LLLLLV,LLLLLLLVVV,LLLVVVPWGV,LLVVVPWGVR,LLLLLV







VVPW



PTPDC
c.1288C>T
p.R430
AVAADFDNRGMIFSNEQQFDPLWKR[p.
WKRWNVECL,WNVECLQPL,LWKRWNVECL,RWNVECLQ
CRC


1

W
R430W]WNVECLQPLTHLKRRLSYSD
PL,QQFDPLWKRW






SDLKRA




PTPN1
c.1508G>T
p.G503
IIREKGVDCDIDVPKTIQMVRSQRS[p.G
QMVRSQRSV,MVRSQRSVM,RSVMVQTEA,VMVQTEAQY,
LUAD


1

V
503V]VMVQTEAQYRFIYMAVQHYIETL
SQRSVMVQT,IQMVRSQRSV,SVMVQTEAQY,MVRSQRS






QRR
VMV,QMVRSQRSVM



PTPN1
c.226G>A
p.E76K
VTHIKIQNTGDYYDLYGGEKFATLA[p.E
KLVQYYMEH,ATLAKLVQY,LAKLVQYYM,TLAKLVQYY,EKF
MM


1


76K]KLVQYYMEHHGQLKEKNGDVIEL
ATLAKL,TLAKLVQYYM,ATLAKLVQYY,FATLAKLVQY,GEKF






KYP
ATLAKL,KLVQYYMEHH



PTPN1
c.2294G>A
p.R765
PPTFSDKREQISENPTEATDIGFGN[p.R
IGFGNQCGK
CRC


2

Q
765Q]QCGKPKGPRDPPSEWT*




PTPN1
c.2660C>T
p.S887
SYQHKFQLQMRARQSNQDAQDIERA[p.
RALFRSLNL,LFRSLNLQA,AQDIERALF,IERALFRSL,ALFRSL
CRC


3

L
S887L]LFRSLNLQAESVRGFNMGRAI
NLQA






STGSL




PTPN1
c.6199G>A
p.E206
YIQEDDIYDDSQEAEVIQSLLDVVD[p.E
QSLLDVVDK,SLLDVVDKEA
LUAD


3

7K
2067K]KEAQNLLNENNAAGYSCGPGT







LKMNG




PTPN1
c.2147_214
p.E716
QYHHKKTFSDATMLIHSSESEEEEE[p.E
SESEEEEEA
GBM


4
9de|AGG
de|
716de|]APESVPQIPMLREKMEYSAQL







QAALARI




PTPN1
c.856G>A
p.E286
THNKSTILVELINKEETALFHTDDI[p.E28
ALFHTDDIK,HTDDIKNAK,KNAKYISRL,HTDDIKNAKY,TALF
MM


4

K
6K]KNAKYISRLFATRHKFYKQNKICTEQ
HTDDIK,DIKNAKYISR,IKNAKYISRL,KNAKYISRLF



PTPN1
c.1113_111
p.TG37
TYAVVQKRGAPAGAGSGTQTGTGTG[p.
QTGTGTGAR
UCS


8
8de|GACGG
8de|
TG378de|]ARSAEEAPLYSKVTPRAQ





G

RPGAHAEDARGTL




PTPN4
c.957de|T
p.N319
NLWKACVEHHTFFRLDRPLPPQKNF[p.
QKNFLHIIL,RPLPPQKNFL,LPPQKNFLHI
STAD




fs
N319fs]LHIILH*




PTPRB
c.2178A>T
p.Q726
SLTPGRLYTVTITTRSGKYENHSFS[p.Q7
HSFSHERTV,ENHSFSHER,FSHERTVPDK,GKYENHSFSH
TGCT




H
26H]HERTVPDKVQGVSVSNSARSDYL







RVS




PTPRB
c.4678G>A
p.D156
ENPNSNSKSFNIKLGAEMESLGGKC[p.
KCNPTQQKF,GGKCNPTQQK,GKCNPTQQKF
SKCM




0N
D1560N]NPTQQKFCDGPLKPHTAYRIS







IRAFT




PTPRC
c.2685A>C
p.Q895
GLEAENKVDVYGYVVKLRRQRCLMV[p.
RQRCLMVHV,LMVHVEAQY,MVHVEAQYI,VHVEAQYIL,L
STAD




H
Q895H]HVEAQYILIHQALVEYNQFGET
MVHVEAQY,RQRCLMVHVE,CLMVHVEAQY,MVHVEAQ






EVNL
YIL



PTPRF
c.3521G>A
p.R117
PRWSTPEELELDELLEAIEQGGEEQ[p.R
EQQRRRRQA,QQRRRRQAER
PRAD




4Q
1174Q]QRRRRQAERLKPYVAAQLDVL







PETFT




PTPRJ
c.1000G>T
p.G334
HDESLVGPVDPSSGQQSRDTEVLLV[p.
LVWLEPGT,RDTEVLLVW,VWLEPGTRY,VLLVWLEPGT,
LUAD




W
G334W]WLEPGTRYNATVYSQAANGT
WLEPGTRYNA,LVWLEPGTRY,RDTEVLLVWL






EGQPQA




PTPRT
c.2783G>T
p.R928
SWDTAKEDENRNKNRYGNIISYDHS[p.
IISYDHSLV,NIISYDHSL,ISYDHSLVR,SYDHSLVRL,HSLVRLL
LUAD




L
R928L]LVRLLVLDGDPHSDYINANYIDG
VL,YDHSLVRLL,NIISYDHSLV,IISYDHSLVR,SYDHSLVRLL,IS






YHR
YDHSLVRL,YDHSLVRLLV



PTPRT
c.3224de|C
p.P107
WPDHGVPCYATGLLGFVRQVKFLNP[p.
RQVKFLNPR,QVKFLNPRK,VKFLNPRKL,RQVKFLNPRK
STAD




5fs
P1075fs]RKLGP*




PTPR
c.1675C>T
p.P559
VNVPGPRRTISKLRNETYHVFSNLH[p.P
NLHSGTTYL,LHSGTTYLF,SNLHSGTTY,FSNLHSGTTY,NLHS
LUAD


U

S
559S]SGTTYLFSVRARTGKGFGQAALT
GTTYLF,SGTTYLFSVR,HVFSNLHSGT,HSGTTYLFSV,SNLHS






EIT
GTTYL



PTPR
c.4300G>A
p.D143
FFAAKTLRNYKPNMVETMDQYHFCY[p.
CYNVALEYL,FCYNVALEY,DQYHFCYNV,YHFCYNVAL,QYH
CRC


U

4N
D1434N]NVALEYLEGLESR*
FCYNVAL,HFCYNVALEY,NVALEYLEGL,DQYHFCYNVA,MD







QYHFCYNV



PUF60
c.1187C>T
p.S396
VMAAQAPGVITGVTPARPPIPVTIP[p.S
VTIPLVGVV,PLVGVVNPI,PPIPVTIPL,RPPIPVTIPL,IPLVGV
BLCA




L
396L]LVGVVNPILASPPTLGLLEPKKEKE
VNPI,PPIPVTIPLV,IPVTIPLVGV






E




PVRL4
c.1072G>A
p.A358
LDPQEDSGKQVDLVSASVVVVGVIA[p.
VIATLLFCL,ATLLFCLLV,TLLFCLLVV,VVVGVIATL,VGVIATL
UCEC




T
A358T]TLLFCLLVVVVVLMSRYHRRKA
LF,GVIATLLFCL,VIATLLFCLL,ATLLFCLLVV,TLLFCLLVVV,V






QQMT
VVGVIATLL,VVGVIATLLF



PWW
c.251de|C
p.S84fs
PVNDSHGRAPEEGDAEVMQLGSSSP[p.
MQLGSSSPL,QLGSSSPLL,RTSCGCPSR,GVCPATATR,SSAP
STAD


P2B


S84fs]LLPAGFSPPRPPAPSHPRPSCRR
SACGR,GFSPPRPPA,LTRCGSGTR,SARGGVCPA,ATRGASS






CPPEACPRTLPTSKAPPSLTRCGSGTRTS
SA,CGRARCSVR,RARCSVRSA,TSCGCPSRR,APSHPRPSC,H






CGCPSRRPGPSSARGGVCPATATRGAS
PRPSCRRC,RPSCRRCPP,GPSSARGGV,CPATATRGA,LPAG






SSAPSACGRARCSVRSARAR*
FSPPR,VMQLGSSSPL,MQLGSSSPLL,TSKAPPSLTR,RTSCG







CPSRR,SSSAPSACGR,AGFSPPRPPA,RTLPTSKAPP,GTRTS







CGCPS,PSRRPGPSSA,RGASSSAPSA,RARCSVRSAR,SSSPLL







PAGF,LLPAGFSPPR,RPSCRRCPPE,CPRTLPTSKA,LPTSKAP







PSL,CPATATRGAS



PXDN
c.3935C>T
p.T131
IPKVDLRVWQDCCADCRSRGQFRAV[p.
RAVMQESQK,AVMQESQKK,SRGQFRAVM,RSRGQFRAV
CRC


L

2M
T1312M]MQESQKKRSAQYSYPVDKD
M,RAVMQESQKK,GQFRAVMQES






MELSHLR




PXDN
c.4366C>A
p.P145
CPPAPCPSPELVKGTCCPVCRDRGM[p.
GMTSDSPEK,MTSDSPEKR,RGMTSDSPEK
LUAD


L

6T
P1456T]TSDSPEKR*




PYGO
c.448de|C
p.Q150
GPQPLRRQPPPFPPNPMGPAFNMPP[p.
NMPPRVLAT,VLATHPQAT,RVLATHPQA,MPPRVLATH,AF
STAD


2

fs
Q150fs]RVLATHPQAT*
NMPPRVLA,RVLATHPQAT,MGPAFNMPPR,GPAFNMPPR







V



PYHIN
c.443G>C
p.G148
NRLTAKGAEETLGPQKRKKPSEEET[p.G
ATKRSKMSK,TATKRSKMSK
LUSC


1

A
148A]ATKRSKMSKEQTRPSCSAGASTS







TAM




QRSL1
c.677C>T
p.S226
AHCGLVGFKPSYGLVSRHGLIPLVN[p.S
GLIPLVNLM,NLMDVPGIL,IPLVNLMDV,NLMDVPGILT,LV
CRC




L
226L]LMDVPGILTRCVDDAAIVLGALA
NLMDVPGI






GPD




QSOX
c.1202G>T
p.R401
DDRKEGAVLAKKVNWIGCQGSEPHF[p.
HFLGFPCSL,CQGSEPHFL,GSEPHFLGF,EPHFLGFPC,FLGFP
LUAD


1

L
R401L]LGFPCSLWVLFHFLTVQAARQ
CSLWV,HFLGFPCSLW,QGSEPHFLGF,LGFPCSLWVL,SEPH






NVDHS
FLGFPC



QSOX
c.2048G>T
p.R683
SLDMSLCVVLYVASSLFLMVMYFFF[p.R
LMVMYFFFL,MVMYFFFLV,VMYFFFLVR,FLVRSRRWK,FFL
LUAD


2

L
683L]LVRSRRWKVKHHHPAV*
VRSRRW,LVRSRRWKV,YFFFLVRSR,FFFLVRSRR,FLMVMY







FFFL,LMVMYFFFLV,FLVRSRRWKV,MVMYFFFLVR,FFFLV







RSRRW,MYFFFLVRS,FFLVRSRRWK,LVRSRRWKVK,YFFF







LVRSRR



R3HD
c.1763G>A
p.S588
MPNQQQAAYQGMIGVQQPQNQGLL
LLSNQRSSM,NQRSSMGGQM,GLLSNQRSSM
CLL


M2

N
S[p.S588N]NQRSSMGGQMQGLVVQY







TPLPSYQVP




R3HD
c.1774A>G
p.S592
QQAAYQGMIGVQQPQNQGLLSSQRS[p.
GMGGQMQGL,LLSSQRSGM,QRSGMGGQM,GMGGQM
CLL


M2

G
S592G]GMGGQMQGLVVQYTPLPSY
QGLV,SQRSGMGGQM,GLLSSQRSGM






QVPVGSD




R3HD
c.616C>T
p.R206
EFINDNNNQFKKFPQMTSYHRMLLH[p.
RMLLHWVAA,MLLHWVAAY,SYHRMLLHW,HWVAAYFG
CLL


M2

W
R206W]WVAAYFGMDHNVDQTGKA
M,LLHWVAAYF,HRMLLHWVA,MLLHWVAAYF,RMLLHW






VIINKTSN
VAAY,SYHRMLLHWV,YHRMLLHWVA,TSYHRMLLHW,HR







MLLHWVAA,LHWVAAYFGM



RAB11
c.1787C>T
p.S596
SLYEAKNLFAAQTKAQSLAAEIDTA[p.S
ALRDELMEA,LAAEIDTAL,SLAAEIDTAL,ALRDELMEAL,LAA
BLCA


FIP4

L
596L]LRDELMEALKEQEEINFRLRQYM
EIDTALR






DKI




RAB11
c.509G>A
p.R170
WYKLHSKPGKKEKERGEIEVTIQFT[p.R
IEVTIQFTH,IQFTHNNLS,THNNLSASM,HNNLSASMF,IQFT
GBM


FIP5

H
170H]HNNLSASMFDLSMKDKPRSPFS
HNNLSA,FTHNNLSASM,VTIQFTHNNL,THNNLSASMF






KIRD




RAB13
c.500G>T
p.R167
EHGIRFFETSAKSSMNVDEAFSSLA[p.R
SLALDILLK,DEAFSSLAL,FSSLALDIL,SSLALDILLK,EAFSSLAL
LUAD




L
167L]LDILLKSGGRRSGNGNKPPSTDLK
DI,VDEAFSSLAL






TC




RAB7L
c.235C>T
p.R79
YEIVRLQLWDIAGQERFTSMTRLYY[p.R
RLYYWDASA,TSMTRLYYW,YYWDASACV,MTRLYYWDA,
CRC


1

W
79W]WDASACVIMFDVTNATTFSNSQ
WDASACVIM,SMTRLYYWDA,RLYYWDASAC,FTSMTRLYY






RWKQ
W,LYYWDASACV,YYWDASACVI,MTRLYYWDAS,YWDAS







ACVIM,WDASACVIMF



RAB8
c.58G>T
p.G20
MAKTYDYLFKLLLIGDSGV[p.G20W]W
LIGDSGVWK,GVWKTCVLF,VWKTCVLFR,LLIGDSGVW,W
LUAD


A

W
KTCVLFRFSEDAFNSTFISTIGIDF
KTCVLFRF,GVWKTCVLFR,SGVWKTCVLF,VWKTCVLFRF,L







LLIGDSGVW



RABG
c.2782_278
p.K928f
LEEESAQLKEMCRRELDKAESEIKK[p.K9
SEIKKKQFY,IKKKQFYHW,AESEIKKKQF
STAD


AP1
3insA
s
28fs]KQFYHW*




RABG
c.2782de|A
p.K928f
LEEESAQLKEMCRRELDKAESEIKK[p.K9
SLVTISRFV,KTVLSLVTI,VLSLVTISR,EIKKTVLSL,LSLVTISRF,
STAD


AP1

s
28fs]TVLSLVTISRFVLS*
KKTVLSLVT,AESEIKKTV,SLVTISRFVL,TVLSLVTISR,EIKKTV







LSLV,VLSLVTISRF,AESEIKKTVL,SEIKKTVLSL,KKTVLSLVTI



RABG
c.619A>G
p.N207
PASADDFLPTLIYIVLKGNPPRLQS[p.N2
RLQSDIQYI,LQSDIQYIT,SDIQYITRF,QSDIQYITRF
TGCT


EF1

D
07D]DIQYITRFCNPSRLMTGEDGYYFT







NL




RAC1
c.101C>G
p.P34R
VGDGAVGKTCLLISYTTNAFPGEYI[p.P3
RTVFDNYSA,YIRTVFDNY,NAFPGEYIR,FPGEYIRTV,FPGEYI
TGCT





4R]RTVFDNYSANVMVDGKPVNLGLW
RTVF






DTA




RAC1
c.476C>T
p.A159
LTPITYPQGLAMAKEIGAVKYLECS[p.A
AVKYLECSV,SVLTQRGLK,KYLECSVLT,VKYLECSVL,VLTQR
HNSC




V
159V]VLTQRGLKTVFDEAIRAVLCPPPV
GLKTV,CSVLTQRGLK,AVKYLECSVL






KK




RAC1
c.85C>T
p.P29S
IKCVVVGDGAVGKTCLLISYTTNAF[p.P
TTNAFSGEY,FSGEYIPTV,SGEYIPTVF,YTTNAFSGEY,TTNA
SKCM





29S]SGEYIPTVFDNYSANVMVDGKPV
FSGEYI,FSGEYIPTVF






NLG




RAD5
c.205G>T
p.D69Y
TIIECLKYICTGDFPPGTKGNTFVH[p.D6
GNTFVHYPK,NTFVHYPKV,KGNTFVHY,KGNTFVHYPK,G
LUAD


0


9Y]YPKVAQETDVRAQIRLQFRDVNGELI
TKGNTFVHY,NTFVHYPKVA,YPKVAQETDV



RAD5
c.946de|A
p.T316f
RDFTNIYWSQNRPDVKKQKLQNDKK[p.
KQKLQNDKKL
STAD


1AP2

s
T316fs]L*




RAD5
c.499G>A
p.D167
VQIPECFGGVAGEAVFIDTEGSFMV[p.
FMVNRVVDL,MVNRVVDLA,EGSFMVNRV,FMVNRVVDL
BLCA


1C

N
D167N]NRVVDLATACIQHLQLIAEKHK
A,SFMVNRVVDL,DTEGSFMVNR,TEGSFMVNRV






GEEH




RAD5
c.670T>C
p.Y224
FTLDNILSHIYYFRCRDYTELLAQV[p.Y2
ELLAQVHLL,AQVHLLPDF,TELLAQVHL,AQVHLLPDFL,LAQ
BLCA


1C

H
24H]HLLPDFLSEHSKVRLVIVDGIAFPFR
VHLLPDF,HLLPDFLSEH,TELLAQVHLL



RAF1
c.770C>T
p.S257
YSTPHAFTFNTSSPSSEGSLSQRQR[p.S
RQRLTSTPN,LTSTPNVHM,SQRQRLTST,RLTSTPNVH,LTST
CRC




L
257L]LTSTPNVHMVSTTLPVDSRMIED
PNVHMV,RQRLTSTPNV,RLTSTPNVHM,SQRQRLTSTP






AIR




RALG
c.1192C>T
p.R398
LTEREPSSSSLCSIDEEHLTDIEIV[p.R398
IVCRVFSSK,LTDIEIVCRV,EIVCRVFSSK,IVCRVFSSKR,HLTDI
CRC


APA1

C
C]CRVFSSKRSNVNFVTEIFRQAFLLPI
EIVCR,TDIEIVCRVF,IEIVCRVFSS



RALG
c.1136de|C
p.T379f
RSDSAPPTPVNRLSMPQSAAVSTTP[p.
TTPHITGGT,SAAVSTTPH,AAVSTTPHI,TPHITGGTGL,SAAV
STAD


APB

s
T379fs]HITGGTGLLL*
STTPHI



RALG
c.1142G>A
p.R381
SKSATFPSEKARHLLDDSVLESRSP[p.R3
RSPQRGLAL,SVLESRSPQR,LESRSPQRGL,SRSPQRGLAL
BLCA


PS1

Q
81Q]QRGLALTSSSAVTNGLSLGSSESSE







F




RANB
c.2700G>T
p.M90
HSDLLQYRKLSQSYYPLLECLTQDH[p.M
LTQDHISFI,CLTQDHISF,TQDHISFII,CLTQDHISFI,LLECLTQ
TGCT


P17

0I
900I]ISFIINLEPPVLMYVLTSISEGLTTL
DHI,LTQDHISFII,QDFIISFIINL



RANB
c.3691C>T
p.R123
VESKEWKERGIGNVKILRHKTSGKI[p.R
KTSGKICLL,CLMRREQV,SGKICLLMR,HKTSGKICL,TSGKIC
CRC


P2

1C
1231C]CLLMRREQVLKICANHYISPDM
LLMR,KTSGKICLLM,SGKICLLMR,CLLMRREQVL,RHKTSG






KLTP
KICL,HKTSGKICLL



RANB
c.1157T>G
p.L386
EATPEKESLAESAAAYTKATARKCL[p.L3
CLWEKVEVI,TARKCLWEK,KATARKCLW,ATARKCLWEK
KIRC


P3

W
86W]WEKVEVITGEEAESNVLQMQCKL







FVF




RANB
c.2743C>T
p.R915
QWGLCIFDDIIEHCSPTSFKYVEYF[p.R9
YVEYFWWPM,SFKYVEYFW,KYVEYFWWP,EYFWWPMLL,
CESC


P6

W
15W]WWPMLLNMRDNNPEVRQAAA
FWWPMLLNM,FKYVEYFWW,VEYFWWPML,YVEYFWW






YGLGVM
PML,SFKYVEYFWW,KYVEYFWWPM,VEYFWWPMLL,YF







WWPMLLNM,FWWPMLLNMR,TSFKYVEYFW



RANB
c.2950A>C
p.I984L
LVKVIKCANSKTKKNVIATENCISA[p.I98
ISALGKILK,ALGKILKFK,SALGKILKF,TENCISALG,CISALGKIL
LUSC


P6


4L]LGKILKFKPNCVNVDEVLPHWLSWL
K,SALGKILKFK,IATENCISAL,ISALGKILKF






P




RAPG
c.1067G>T
p.R356
LPGKFKNLFRKFENLTDPCRNHKSY[p.R
KSYLEVISK,SYLEVISKM,RNHKSYLEV,KSYLEVISKM,SYLEVI
LUAD


EFL1

L
356L]LEVISKMKPPVIPFVPLILKDLTFLH
SKMK,RNHKSYLEVI



RARS2
c.16C>T
p.R6C
MACGF[p.R6C]CRAIACQLSRVLNLPPE
MACGFCRAI
BLCA





NLITSISAV




RASAL
c.245G>A
p.R82H
VSTQPAPRSIFRRVLSAPPKESRTS[p.R8
RTSHLRLSK,TSHLRLSKA,SHLRLSKAL,HLRLSKALW,RTSHL
GBM


3


2H]HLRLSKALWGRHKNPPPEPDPEPE
RLSKA,HLRLSKALWG,KESRTSHLRL,SHLRLSKALW






QE




RASG
c.562G>A
p.A188
LAALRQGPEGLVGADKPISYRTKPP[p.A
SYRTKPPTS,RTKPPTSIH,YRTKPPTSI,SYRTKPPTSI,RTKPPT
KIRC


EF1C

T
188T]TSIHRELLGVCSDPYTLAQQLTHV
SIHR,TSIHRELLGV,KPPTSIHREL






EL




RASIP
c.1801C>T
p.R601
ATLLALCVQHSARELELGHLPRLLG[p.R
RLLGCLARL,HLPRLLGCL,LLGCLARLI,CLARLIKEA,LPRLLGC
ACC


1

C
601C]CLARLIKEAVWEKIKEIGDRQPEN
LA,RLLGCLARLI,CLARLIKEAV,HLPRLLGCLA,LLGCLARLIK






HP




RB1
c.948_951d
p.N316
FKNFIPFMNSLGLVTSNGLPEVENL[p.N
KKFILKIKI,DTKKFILKIK,VENLNDTKKF
GBM



e|TCTT
fs
316fs]NDTKKFILKIKI*




RBBP4
c.988G>A
p.E330
NLKLKLHSFESHKDEIFQVQWSPHN[p.
QVQWSPHNK,SPHNKTILA,VQWSPHNKT,FQVQWSPHNK,
LAML




K
E330K]KTILASSGTDRRLNVWDLSKIGE
SPHNKTILAS,VQWSPHNKTI






EQS




RBBP7
c.820G>A
p.E274
QKLMIWDTRSNTTSKPSHLVDAHTA[p.
LVDAHTAKV,HLVDAHTAK,HTAKVNCLS,TAKVNCLSF,HLV
CRC




K
E274K]KVNCLSFNPYSEFILATGSADKT
DAHTAKV,KVNCLSFNPY,HTAKVNCLSF






VAL




RBBP7
c.937G>A
p.E313
LATGSADKTVALWDLRNLKLKLHTF[p.E
KLHTFKSHK,KLKLHTFKS,LKLHTFKSH,FKSHKDEIF,NLKLKL
CRC




K
313K]KSHKDEIFQVHWSPHNETILASS
HTFK,KLKLHTFKSH,KSHKDEIFQV,HTFKSHKDEI






GTD




RBFOX2
c.1018G>A
p.A340T
NTYIPLISLPLVPGFPYPTAATTAA[p.A3
ATFRGAHLR,AATTAATFR,TTAATFRGA,TAATTAATF,TAATT
CRC





40T]TFRGAHLRGRGRTVYGAVRAVPPTAI
AATFR,TFRGAHLRGR,AATFRGAHLR,YPTAATTAAT,PTAATTAATF



RBL2
c.379G>A
p.E127K
VSKGTVEGNYVSLTRILKCSEQSLI[p.E1
SLIKFFNKM,QSLIKFFNK,LIKFFNKMK,KFFNKMKKW,CSEQ
UCEC





27K]KFFNKMKKWEDMANLPPHFRERTERL
SLIKF,SEQSLIKFF,SLIKFFNKMK,LIKFFNKMKK,EQSLIKFFN







K,KCSEQSLIKF,IKFFNKMKKW



RBM1
c.856_876d
p.AAAA
LTSTSLDPYDRHLLPTSGAAATAAA[p.A
GAAATAAAV,ATAAAVTAA,TAAAVTAAS,SGAAATAAAV,
PAAD


4
e|GCTGCTG
AAA286de|
AAAAAA286de|]VTAASTSYYGRDRSPL
TAAAVTAAST




CTGCAGCA

RRATAPVPTVGEGYGYGHESELSQASAAAR





GCAGCC






RBM1
c.1168G>T
p.G390W
FREKNVPTTKGAPKNTTKSWQGRIL[p.
KSWQGRILW,WENEEEEDL,TKSWQGRILW
LUAD


9


G390W]WENEEEEDLAESGRLFVRNLPYTSTE




RBM2
c.1930C>G
p.P644A
TTSPKPLVQQPILPVVKQSVKERLG[p.P
SVKERLGAV,KERLGAVPS,LGAVPSSTI,RLGAVPSSTI,
BLCA


6


644A]AVPSSTIEPAEAQSASSDLPQNVTKL
KERLGAVPSS



RBM39
c.1058C>T
p.T353I
ERTDASSASSFLDSDELERTGIDLG[p.T3
LGITGRLQL,ITGRLQLMAR,LERTGIDLGI,LGITGRLQLM
UCEC





53I]ITGRLQLMARLAEGTGLQIPPAAQQA




RBM47
c.1485_150
p.495_
HTVEHMISPIAVQPDPASAAAAAAA[p.495_5
ASAAAAAAAV,SAAAAAAAVI
PAAD



5de|GGCCG
502AA
02AAAAAAAA>A]VIPTVSTPPPF





CAGCCGCC
AAAAAA>A
QGRPITPVYTVAPNVQRIPTAGIYGASYVPFAAPA





GCAGCCGC






RBM6
c.2024T>G
p.V675G
RQDGESKTIMLKRIYRSTPPEVIVE[p.V6
VIVEGLEPY,VIVEGLEPYV,EVIVEGLEPY
MM





75G]GLEPYVRLTTANVRIIKNRTGPMGHT




RBM6
c.287_288
p.R96fs
SYGARDGPHGDYRGGEGPGHDFRGG[p.
FRGGRFFVF,HDFRGGRFF,DFRGGRFFVF,HDFRGGRFFV
STAD



insG

R96fs]RFFVF*




RCL1
c.335C>A
p.P112Q
HDCSVLRGIGYYLESLLCLAPFMKH[p.P
FMKHQLKIV,QLKIVLRGV,PFMKHQLKI,APFMKHQLK,MK
LUAD





112Q]QLKIVLRGVTNDQVDPSVDVLKATAL
HQLKIVL,CLAPFMKHQL,HQLKIVLRGV,FMKHQLKIVL,LAP







FMKHQLK,APFMKHQLKI



RDH8
c.593C>T
p.A198V
LLQFNIFISLVEPGPVVTEFEGKLL[p.A19
KLLVQVSMA,LVQVSMAEF,TEFEGKLLV,GKLLVQVSM,FE
GBM





8V]VQVSMAEFPGTDPETLHYFRDLYLPA
GKLLVQV,VTEFEGKLLV,LLVQVSMAEF,VQVSMAEFPG,TE







FEGKLLVQ,FEGKLLVQVS



REG1B
c.170G>T
p.W57L
PRISCPEGTNAYRSYCYYFNEDPET[p.W
ETLVDADLY,YFNEDPETL,YYFNEDPETL
LUAD





57L]LVDADLYCQNMNSGNLVSVLTQAEGA




REG1B
c.201G>T
p.M67I
AYRSYCYYFNEDPETWVDADLYCQN[p.
CQNINSGNL,NINSGNLVSV,CQNINSGNLV,INSGNLVSVL
LUSC





M67I]INSGNLVSVLTQAEGAFVASLIKESS




REG3A
c.449C>T
p.S150L
SDVMNYFAWERNPSTISSPGHCASL[p.
SLLRSTAFL,LLRSTAFLR,SPGHCASLL,ASLLRSTAF,LRSTAFL
LUAD





S150L]LRSTAFLRWKDYNCNVRLPYVCKFTD
RW,SLLRSTAFLR,ASLLRSTAFL,CASLLRSTAF,LLRSTAFLRW



REG4
c.329G>T
p.G110V
GYQRSQPIWIGLFIDPQKRQQWQWID[p.
WIDVAMYLY,QWIDVAMYL,WQWIDVAMY,RQQWQWID
LUAD





G110V]VAMYLYRSWSGKSMGGNKHCAEMSSN
V,QQWQWIDVA,QWQWIDVAM,VAMYLYRSW,WQWID







VAMYL,WIDVAMYLYR,QWQWIDVAMY,QWIDVAMYLY,QQW







QWIDVAM,RQQWQWIDVA



REN
c.45_47
p.15_16
MDGWRRMPRWGLLLL[p.15_16LL>L]
MPRWGLLLLW
GBM



de|GCT
LL>L
WGSCTFGLPTDTTTFKRIFLKRMPSIRE




RERE
c.528G>C
p.K176N
PACSLPVASQPPQHLSEAGRGPVGS[p.
GSNRDHLLM,AGRGPVGSNR,GPVGSNRDHL
BLCA





K176N]NRDHLLMNVKWYYRQSEVPDSVYQHL




REV3L
c.88G>T
p.A30S
RIVTADYYMASPLQGLDTCQSPLTQ[p.
SPVKKVPVV,CQSPLTQSP,CQSPLTQSPV,TQSPVKKVPV
TGCT





A30S]SPVKKVPVVRVFGATPAGQKTCLHLH




RFC3
c.245T>A
p.I82N
RELYGVGVEKLRIEHQTITTPSKKK[p.I82
TPSKKKNEI,KKKNEISTI,KKNEISTIA,NEISTIASNY,
TGCT





N]NEISTIASNYHLEVNPSDAGNSDRVV
SKKKNEISTI



RFC3
c.888G>T
p.K296N
LLEVRGRLYELLTHCIPPEIIMKAC[p.K29
IMKACNEESR,NEESRSCDIF
TGCT





6N]NEESRSCDIF*




RGMB
c.187A>C
p.S63R
AWTGMGLRAAPSSAAAAAAEVEQRR[p.S63R]
RPGLCPPPL,VEQRRRPGL,RRPGLCPPPL
ACC





RPGLCPPPLELLLLLLFSLGLLHAGD




RGS6
c.1097G>T
p.W366L
LKDQVGRDQFLRFLESEFSSENLRF[p.
FLLAVQDLK,LLAVQDLKK,RFLLAVQDL,FSSENLRFL,SENLR
LUSC





W366L]LLAVQDLKKQPLQDVA
FLLA,FLLAVQDLKK,RFLLAVQDLK,FSSENLRFLL,SENLRFLL






KRVEEIWQEF
AV,LRFLLAVQDL



RGS7
c.130C>T
p.R44C
PNMLVYRKMEDVIARMQDEKNGIPI[p.
CTVKSFLSK,IPICTVKSF,KNGIPICTVK,CTVKSFLSKI,IPICTVKSFL
SKCM





R44C]CTVKSFLSKIPSVFSGSDIVQWLIKN




RGS9BP
c.286G>T
p.A96S
ERAEFERLWVAFSGCLDLLEADMRR[p.
RSLELGAAF,LEADMRRSL,ADMRRSLEL,SLELGAAFPL,RRSLELGAAF
ACC





A96S]SLELGAAFPLHAPRRPLVRTGVAGAS




RGSL1
c.664G>A
p.V222I
HTKMTMAKEEACHGLMQEYETRLYS[p.V
RLYSICYTH,EYETRLYSI,LYSICYTHI,ETRLYSICY,YETRLYSIC,
BRCA





222I]ICYTHIGGLPLNMSIKKCHHFQKRYS
RLYSICYTFHI,SICYTHIGGL,QEYETRLYSI,YETRLYSICY



RHBDD3
c.101_102
p.G34fs
SPALPLASSVLMLLMSTLWLVGAGP[p.
AVAGPLAGA,GLAAGVPPG,EIPACLSPA,SAAGRPWAV,CS
KICH



insG

G34fs]RPGPGPGAVAGPLAGAPAADP
RQLWIHA,WAAGSAAGR,RPWAVQCSR,GPRPGPGPG,RP






CPGPHGPARPAPEPAAPAHCGLAAGV
GPGPGAV,GPGAVAGPL,GPLAGAPAA,GPHGPARPA,APA






PPGHAEIPACLSPARPGFWAAGSAAGR
HCGLAA,SPARPGFWA,CLSPARPGF,AEIPACLSP,GFWAA






PWAVQCSRQLWIHACPPGHAGWGGTPP*
GSAA,AGSAAGRPW,WAVQCSRQL,VQCSRQLWI,RQLWIHACP,WIH







ACPPGHA,TLWLVGAGPR,EIPACLSPAR,FWAAGSAA







GR,EPAAPAHCGL,GPRPGPGPGA,RPGPGPGAVA,GPARPAPE







PA,RPAPEPAAPA,SPARPGFWAA,RPGFWAAGS







A,AEIPACLSPA,ACLSPARPGF,AAGSAAGRPW,WAVQCSRQLW,







RQLWIHACPP,HACPPGHAGW



RHEB
c.103T>A
p.Y35N
AILGYRSVGKSSLTIQFVEGQFVDS[p.Y3
FVDSNDPTI,GQFVDSNDPT,SNDPTIENTF
KIRC





5N]NDPTIENTFTKLITVNGQEYHLQLVD




RHOA
c.118G>C
p.E40Q
ACGKTCLLIVFSKDQFPEVYVPTVF[p.E4
VFQNYVADI,YVPTVFQNY,VPTVFQNYV,YVPTVFQNYV,F
HNSC





0Q]QNYVADIEVDGKQVELALWDTAGQED
QNYVADIEV,VYVPTVFQNY,TVFQNYVADI,VPTVFQNYVA



RHOA
c.125A>G
p.Y42C
GKTCLLIVFSKDQFPEVYVPTVFEN[p.Y4
VPTVFENCV,YVPTVFENCV,TVFENCVADI,CVADIEVDGK,
STAD





2C]CVADIEVDGKQVELALWDTAGQEDYD
VYVPTVFENC,FENCVADIEV



RHOBTB1
c.1391C>T
p.T464M
VLEMFDLRMMVENIMNKEAFMNQEI[p.
FMNQEIMKA,IMKAFHVRK,AFMNQEIMK,EIMKAFHVR,
CRC





T464M]MKAFHVRKANRIKECLSKGTFSDVTF
MNQEIMKAF,MKAFHVRKA,EAFMNQEIM,QEIMKQFHV,







FMNQEIMKAF,IMKAFHVRKA,EAFMNQEIMK,EIMKAFHVRK,







KEAFMNQEIM



RHPN2
c.217G>A
p.V73M
LKAVRMRTGAENLLKVATNSKVREQ[p.
QMRLELSFV,KVREQMRLE,NSKVREQMR,EQMRLELSF,SK
TGCT





V73M]MRLELSFVNSDLQMLKEELEGLNISV
VREQMRL,VREQMRLEL,REQMRLELS,EQMRLELSFV,KVR







EQMRLEL,REQMRLELSF



RILPL1
c.1074C>A
p.S358R
RIPQPPPIAHPRTSPQPESGIKRLF[p.
SGIKRLFRF,GIKRLFRFF,KRLFRFFSR,LFRFFSRDK,ESGIKRLF
KICH





S358R]RFFSRDKKRLANTQRNVHIQ
R,RFFSRDKKR,RLFRFFSRDK,SGIKRLFRFF,GIKRLFRFFS,IK






ESFGQW
RLFRFFSR,LFRFFSRDKK



RIMBP2
c.2489G>A
p.R830H
FPRGSAGPQRSRPVTVPSIDDYGRD[p.
RDHLSPDFY,YGRDHLSPDF
GBM





R830H]HLSPDFYEESETDPGAEELPARIFVA




RIMBP3
c.1187_1189
p.A396de|
HELIKLNWLLAKALWVLARRCYTLQ[p.A396
RCYTLQENK,TLQENKQLR,QENKQLRRA,YTLQENKQLR
KIRC



de|CGG

de|]ENKQLRRAGCPYQADEKVKRLKVKRAEL




RIMBP3
c.3461A>G
p.Q1154R
YADGLKVCEVADATAGSTLLEFSQL[p.Q115
LLEFSQLRV,TLLEFSQLR,SQLRVPLTW,LEFSQLRVP,TLLEFSQLRV,
TGCT





4R]RVPLTWQKVSVRTMSLCGESLDSVPA
QLRVPLTWQK,STLLEFSQLR,FSQLRVPLTW,LEFSQLRVPL



RIMS2
c.1203de|A
p.V401fs
LGLKVVGGKMTESGRLCAFITKVKK[p.V
FITKVKKEV
STAD





401fs]EV*




RIMS2
c.164G>T
p.R55L
EREEYSQYATSDTAMPRSPSDYADR[p.
LSQHEPQFY,SPSDYADRL,RLSQHEPQF,RLSQHEPQFY
LUAD





R55L]LSQHEPQFYEDSDHLSYRDSNRRSHR




RIMS2
c.1796G>A
p.R599Q
KRRTKTVKKTLEPKWNQTFIYSPVH[p.R
FIYSPVHQR,HQREFRERM,IYSPVHQREF,TFIYSPVHQR,YS
CRC





599Q]QREFRERMLEITLWDQARVREEESEF
PVHQREFR,HQREFRERML



RIN3
c.1345C>G
p.L449V
DTPRESTEQGQDTEVKASDPHSMPE[p.L44
SMPEVPRTA,SMPEVPRTAK,HSMPEVPRTA,VPRTAKQPPV
KIRC





9V]VPRTAKQPPVPPPRKKRISRQLASTL




RIN3
c.2123C>T
p.S708L
LYKCVLKPLKEAINSCLHQIHSKDG[p.S7
HQIHSKDGL,SKDGLLQQL,HQIHSKDGLL
CRC





08L]LLQQLKENQLVILATTTTDLGVTTSV




RING1
c.511de|G
p.G171fs
QAMHRAQRVRRPIPGSDQTTTMSGG[p.
QTTTMSGGK,GGKESPGREK,KESPGREKGM
STAD





G171fs]KESPGREKGMEKM*




RINL
c.1205C>T
p.P402L
RRRQTALRAGAGPPGAQGPGPEGQS[p.
SLAPALRSR,GPGPEGQSL,PEGQSLAPA,SLAPALRSRI,EGQ
ACC





P402L]LAPALRSRIHERLAHLHAACAPRRKV
SLAPALR,PEGQSLAPAL



RINT1
c.321de|A
p.L107fs
SKMQLEEQVLTISSEIPKRIRSALK[p.L10
MQKNQSNFL,KLISSAPLT,FLISFWSRK,KMQKNQSNF,RIRS
STAD





7fs]MQKNQSNFLISFWSRKLISSAPLTAIC*
ALKMQ,ISFWSRKLI,WSRKLISSA,NFLISFWSR,NQSNFLISF,







KRIRSALKM,QKNQSNFLI,RKLISSAPL,ISSAPLTAI,KMQKN







QSNFL,FLISFWSRKL,KLISSAPLTA,LISSAPLTAI,MQKNQSNFLI,







RIRSALKMQK,SNFLISFWSR,KNQSNFLISF,NFLISFWSRK,SRKLI







SSAPL,LKMQKNQSNF,NQSNFLISFW



RIT1
c.270G>T
p.M90I
DDEPANLDILDTAGQAEFTAMRDQY[p.
FTAMRDQYI,AMRDQYIRA,YIRAGEGFI,QYIRAGEGF,TAM
LUAD





M90I]IRAGEGFIICYSITDRRSFHEVREFK
RDQYIR,IRAGEGFII,YIRAGEGFII,QYIRAGEGFI,AMRDQYI







RAG,FTAMRDQYIR,DQYIRAGEGF



RIT2
c.254G>T
p.R85L
QVRIDNEPAYLDILDTAGQAEFTAM[p.
GQAEFTAML,TAMLEQYMR,FTAMLEQYM,AEFTAMLEQ,FTAM
LUAD





R85L]LEQYMRGGEGFIICYSVTDRQSFQEA
LEQYMR,AEFTAMLEQY



RLBP1
c.215C>T
p.A72V
KAKDELNEREETREEAVRELQEMVQ[p.
RELQEMVQV,QEMVQVQAA,VQAASGEEL,LQEMVQVQAA,VQAA
CRC





A72V]VQAASGEELAVAVAERVQEKDSGFFL
SGEELA,QEMVQVQAAS



RLBP1
c.841G>A
p.D281N
PFLKSKLLERVFVHGDDLSGFYQEI[p.D2
FYQEINENI,YQEINENIL,NENILPSDF,GFYQEINENI,FYQEI
CRC





81N]NENILPSDFGGTLPKYDGKAVAEQLF
NENIL,QEINENILPS



RLIM
c.1502C>T
p.S501L
SPSSSSGGESSETSSDLFEGSNEGS[p.S5
SLSSGSSGA,FEGSNEGSL
KIRC





01L]LSSGSSGARREGRHRAPVTFDESGSL




RLN2
c.412A>T
p.S138C
QQHVPVLKDSSLLFEEFKKLIRNRQ[p.S
LIRNRQCEA,RQCEAADSS,CEAADSSPS,KLIRNRQCEA,LIRN
LUAD





138C]CEAADSSPSELKYLGLDTHSRKKRQL
RQCEAA,RQCEAADSSP



RNAS
c.380C>T
p.A127V
HSFPNRSRFWKHEWEKHGTCAAQVD[p.
QVDVLNSQK,VLNSQKKYF,AQVDVLNSQK,QVDVLNSQKK
CRC


ET2


A127V]VLNSQKKYFGRSLELYRELDLNSVLL




RNF11
c.2313de|C
p.R771fs
HEVMQRMEVQRRRMMQHPTRAHERP[p.
TMVMGIIFM,VMGIIFMCL,HIGCQTMV,RLCPHILDR,QT
STAD


1


R771fs]HPIHIGCTQTMVMGIIFM
MVMGIIF,RGLPGNWEL,RAHERPHPI,MGIIFMCLR,CTQT






CLRLCPHILDRLQRGLPGNWELKLE*
MVMGI,MVMGIIFMC,CRLCPHIL,HERPHPIHI,IHIGCTQT







M,IGCTQTMVM,FMCLRLCPH,LQRGLPGNW,LPGNWELK,







MVMGIIFMCL,FMCLRLCPH,RLCPHILDR,VMGIIFMCLR,







RGLPGNWELK,RAHERPHPIH,QTMVMGIIFM,RPHPIHI







GCT,HIGCTQTMVM,TQTMVMGIIF,RLQRGLPGNW



RNF11
c.515C>T
p.A172V
YRGIHSYLRYLKPKDTSMGNSSSGM[p.A172
NSSSGMVRK,SMGNSSSGMV
CRC


3B


V]VRKGPIRAPGHLRATVRWDYQPDICK




RNF14
c.25A>G
p.S9G
MAWRRREA[p.S9G]GVGARGVLALAL
AWRRREAGV,MAWRRREAG,RRREAGVGAR,MAWRRRE
ACC


9


LALALCVPGARGRA
AGV,REAGVGARGV



RNF15
c.623C>T
p.S208L
LERNITVTMYITIGTRNLQKYVSRT[p.S2
RTLVVFVSI,KYVSRTLVV,YVSRTLVVF,VSRTLVVFV,LQKYVS
CRC


0


08L]LVVFVSISFIVLMIISLAWLVFYYIQ
RTL,LVVFVSISF,QKYVSRTLV,YVSRTLVVFV,NLQKYVSRTL,







LQKYVSRTLV,LVVFVSISFI,KYVSRTLVVF,RTLVVFVSIS,TLV







VFVSISF,QKYVSRTLVV



RNF150
c.707G>A
p.R236Q
FVSISFIVLMIISLAWLVFYYIQRF[p.R23
FYYIQRFQY,YYIQRFQYA,IQRFQYANA,YIQRFQYANA,FYYI
CRC





6Q]QYANARDRNQRRLGDAAKKAISKLQI
QRFQYA,YYIQRFQYAN,IQRFQYANAR,VFYYIQRFQY,FQY







ANARDRN



RNF15
c.283C>T
p.P95S
PDDPEVLAVIAIPHTSEHTPVFIKL[p.P9
KLSSNGCYM,IKLSSNGCY,LSSNGCYML,KLSSNGCYML,FIK
SKCM


2


5S]SSNGCYMLPLPISKERALLPGDMGCR
LSSNGCY,IKLSSNGCYM,SSNGCYMLPL



RNF17
c.1052C>G
p.S351C
KKYNNKKELSCYDTYPPLEKKKVDM[p.S
KKKVDMCVL
KIRC





351C]CVLTSEAPPPPLQPETNDVHLEAKNF




RNF22
c.397G>A
p.A133T
PLAASSPAWRPPPGQARPPGSPGQS[p.
SPGQSTQLPL,GQSTQLPLDL,TQLPLDLLPS
ACC


2


A133T]TQLPLDLLPSLPRESQIFVISRHGMP




RNF39
c.787G>T
p.G263C
HRRLLISADRRSVQLAPPGTPAPPD[p.G
GTPAPPDCPK
ACC





263C]CPKRFDQLPAVLGAQGFGAGRHCWEV




RNF43
c.1976de|G
p.G659fs
PSTSSLFNLQKSSLSARFIPQRKRRG[p.G
RMQLCTQLA,TQLARFFPI,RFFPITPPV,FFPITPPVW,ITPPV
STAD





659fs]VPPSPPLALGPRMQLCTQLARFF
WHIL,RGVPPSPPL,MQLCTQLAR,HPQRKRRGV,VPPSPPL






PITPPVWHILGPQRHTP*
AL,RKRRGVPPS,LALGPRMQL,QLCTQLARF,FPITPPVWFI,







RMQLCTQLAR,MQLCTQLARF,CTQLARFFPI,RFFPITPPVW,







RGVPPSPPLA,FPITPPVWHI,SPPLALGPRM,GPRMQLCTQ







L,RRGVPPSPPL,QLCTQLARFF,TQLARFFPIT,ARFFPITPPV



RNF43
c.348_349
p.P116fs
NASDDDNLEPGFISIVKLESPRRAP[p.P116fs]
SPRRAPPPL,RRAPPPLPV
STAD



insC

PPLPVTG*




RNF43
c.647C>T
p.S216L
PPAWPDYDVWILMTVVGTIFVIILA[p.S
IILALVLRI,IFVIILALV,VIIIALVLR,TIFVIILAL,FVIILA
CRC





216L]LVLRIRCRPRFISRPDPLQQRTAWAIS
LVL,TIFVIILALV,VIILALVLRI,IFVIILALVL,LVLRIRCRPR,







FVIILALVLR,IILALVLRIR,LALVLRIRCR,GTIFVIILAL



RNMT
c.1174de|A
p.K392fs
PEFLVYFPLLNEMAKKYNMKLVYKK[p.
VYKKHFWNS,KKHFWNST,KHFWNSTK,STKKRLRTM,K
STAD





K392fs]HFWNSTKKRLRTMKIKCS*
KRLRTMKI,RLRTMKIKC,HFWNSTKKR,MKLVYKKHF,YKKH







FWNST,STKKRLRTMK,KKHFWNSTKK,KKRLRTMKIK,RLRT







MKIKCS,FWNSTKKRLR,NMKLVYKKHF,MKLVYKKHFW



RNPC3
c.347de|A
p.E116fs
LVVEFAKEQDRVHSPCPTSGSEKKK[p.E
GLMTLSKMI,LMTLSKMIK,MTLSKMIKK,TLSKMIKKK,LSK
CESC





116fs]GLMTLSKMIKKKKNLVI*
MIKKKK,MIKKKKNLV,KGLMTLSKM,IKKKKNLVI,KMIKKKK







NLV,GLMTLSKMIK,LMTLSKMIKK,MTLSKMIKKK,TLSKMI







KKKK,KKKGLMTLSK,MIKKKKNLVI,SKMIKKKKNL,SEKKKG







LMTL,KKGLMTLSKM



ROBO2
c.3052G>A
p.D1018N
SQITQATPYATTQILHSNSIHELAV[p.D1
SIHELAVNL,HELAVNLPD,AVNLPDPQWK,NSIHELAVNL,L
UCEC





018N]NLPDPQWKSSIQQKTDLMGFGYSLPD
AVNLPDPQW,HELAVNLPDP



ROBO2
c.3238_323
p.P1080fs
KNKNSSKPQKNNGSTWANVPLPPPP[p.
TLCSGTTRK,GTLCSGTTR,SPAPSWHGA,APSWHGAGT,GT
STAD



9insC

P1080fs]SPAPSWHGAGTLCSGTTRKWL*
LCSGTTRK,VPLPPPPSPA,SPAPSWHGAG,APSWHGAGTL



ROBO2
c.3877de|A
p.K1293fs
PTSPFSTDSNTSAALSQSQRPRPTK[p.K
WTNNQHCLI,REGGWTNNQH
STAD





1293fs]NTREGGWTNNQHCLIEGKE*




ROCK1
c.1552A>T
p.T518S
HRINEYQRKAEQENEKRRNVENEVS[p.
EVSSLKDQL,NVENEVSSLK,RNVENEVSSL,NEVSSLKDQL
PRAD





T518S]SLKDQLEDLKKVSQNSQLANEKLSQL




ROR2
c.2014G>A
p.D672N
KLLGNSLLPIRWMAPEAIMYGKFSI[p.D6
NSDIWSYGV,KFSINSDIW,SINSDIWSY,IMYGKFSIN,GKFSI
CRC





72N]NSDIWSYGVVLWEVFSYGLQPYCGYS
NSDI,FSINSDIWSY,NSDIWSYGVV,IMYGKFSINS,INSDIWS







YGV,GKFSINSDIW



RORB
c.280G>T
p.G94W
NRNRCQHCRLQKCLALGMSRDAVKF[p.
AVKFWRMSK,MSRDAVKFW,AVKFWRMSKK,MSRDAVKF
LUAD





G94W]WRMSKKQRDSLYAEVQKHQQRLQEQR
WR,DAVKFWRMSK,GMSRDAVKFW



ROS1
c.734G>T
P.R245I
FPGGPILGYNLRLISKNQKLDAGTQ[p.R
GTQITSFQF,TQITSFQFY,QKLDAGTQI,GTQITSFQFY,ITS
UCEC





245I]ITSFQFYSTLPNTIYRFSIAAVNEVG
FQFYSTL,NQKLDAGTQI,LDAGTQITSF,AGTQITSFQF



RP1
c.5312C>T
p.S1771L
WLLKENHLLRMSSENPGMCGNADTT[p.
DTTLVDTLL,GMCGNADTTL
LUSC





S1771L]LVDTLLDNNSSEVPYSHFGNLAPGPT




RPA1
c.92G>A
p.R31H
SEGAIAAIMQKGDTNIKPILQVINI[p.R3
LQVINIHPL,ILQVINIHPIL,LQVINIHPIT
HNSC





1H]HPITTGNSPPRYRLLMSDGLNTLSSF




RPL10L
c.560A>C
p.K187T
RQKIHISKKWGFTKFNADEFEDMVA[p.
DEFEDMVAT,DEFEDMVATK,FEDMVATKCL
LUAD





K187T]TKCLIPDGCGVKYVPSHGPLDKWRVL




RPL13
c.319G>C
p.G107R
QTMRGMPPHKTKPGQAALDCLKVFD[P.G107R]
VFDRIPPPY,RIPPPYDKK,KVFDRIPPP,KVFDRIPPPY,
UCS


AP20


RIPPPYDKKKRMVVPAALKVVRLKPA
RIPPPYDKKK



RPL19
c.451C>T
p.R151C
KVKGNVFKNKRILMEHIHKLKADKA[p.
KLKADKACK,KLKADKACKK
TGCT





R151C]CKKLLADQAEARRSKTKEARKRREER




RPL22
c.44de|A
p.K15fs
MAPVKKLVVKGGKK[p.K15fs]RSKF*
VVKGGKKRSK,VKGGKKRSKF
UCEC


RPL5
c.172_173
p.R58fs
KRLVIQDKNKYNTPKYRMIVRVTNR[p.
HLSDCLCPY,RSVCTRTAK,MIVRVTNRY,IVRVTNRYH,RVTN
TGCT



de|AG

R58fs]YHLSDCLCPYRGGYDSLRSVCTR
RYHLS,RTAKIWCEG,CLCPYRGGY,DSLRSVCTR,VRVTNRY






TAKIWCEGWPDKLCCSILYWPAAGPQASQ*
HL,KLCCSILYW,CSILYWPAA,DKLCCSILY,WPAAGPQAS,W







PDKLCCSI,SLRSVCTRTA,RMIVRVTNRY,KIWCEGWPDK,H







LSDCLCPYR,IWCEGWPDKL,IVRVTNRYHL,RSVCTRTAKI,Y







HLSDCLCPY,CPYRGGYDSL,WPDKLCCSIL,RTAKIWCEGW



RPL6
c.578T>G
p.F193C
LASGLLLVTGPLVLNRVPLRRTHQK[p.F
CVIATSTKI,RTHQKCVIA,KCVIATSTK,HQKCVIATS,
CRC





193C]CVIATSTKIDISNVKIPKHLTDAYFK
RTHQKCVIAT,HQKCVIATST



RPRD2
c.289C>A
p.R97S
PHRLNLFYLANDVIQNCKRKNAIIF[p.R9
AIIFSESFA,NAIIFSESF,FSESFADVL,IIFSESFADV,
LUAD





7S]SESFADVLPEAAALVKDPSVSKSVER
IFSESFADVL,NAIIFSESFA,KNAIIFSESF



RPS2
c.598A>G
p.R200G
GKPHTVPCKVTGRCGSVLVRLIPAP[p.R
RLIPAPGGT,LVRLIPAPG,IPAPGGTGI,LIPAPGGTGI,
CLL





200G]GGTGIVSAPVPKKLLMMAGIDDCYTS
IPAPGGTGIV



RPS6KA5
c.496G>A
p.E166K
THLSQRERFTEHEVQIYVGEIVLAL[p.
VLALKHLHK,LALKHLHKL,LKHLHKLGI,VLALKHLHKL,ALKH
CRC





E166K]KHLHKLGIIYRDIKLENILLDSNGHV
LHKLGI,IVLALKHLHK,YVGEIVLALK,KHLHKLGIIY,







GEIVLALKHL,LKHLHKLGII



RPS6KA6
c.1181C>A
p.S394Y
ATSIAEEYKITPITSANVLPIVQIN[p.
ENAAQFGEV,QINENAAQF,VQINENAAQ,VQINENAAQF,EN
UCEC





S394Y]ENAAQFGEVYELKEDIGVGSYSVCKR
AAQFGEVY,NENAAQFGEV,LPIVQINENA



RPS6KA6
c.327de|A
p.K109fs
KKASLKVRDRVRTKMERDILVEVNH[p.
ILVEVNHHL,LLSNCTMPF,LSNCTMPFR,HHLLSNCTM,ILVEV
STAD





K109fs]HLLSNCTMPFRLKGNCT*
NHHLL,LLSNCTMPFR,SNCTMPFRLK,HLLSNCTMPF,







NHHLLSNCTM



RPSA
c.331C>G
p.Q111E
AVLKFAAATGATPIAGRFTPGTFTN[p.Q
FTNEIQAAF,TPGTFTNEI,FTPGTFTNEI,TFTNEIQAAF,EIQ
GBM





111E]EIQAAFWEPRLLVVTDPRADHQPLTE
AAFWEPR,NEIQAAFWEP,FTNEIQAAFW



RPTN
C.1090G>A
p.G364S
QSSHYGQMDRKGQCYHYDQTNRQGQ[p.
SSHYSQPNR,TNRQGQSSHY,GQSSHYSQPN
CLL





G364S]SSHYSQPNRQGQSSHYGQPDTQDQSS




RPTN
C.1614G>A
p.M538I
QTDRQGQSFHYGQPDRQGQSSHYSQ[p.
GQSSHYSQI,SSHYSQIDR,SQIDRQGQSS,IDRQGQSSHY
TGCT





M538I]IDRQGQSSHYGQTDRQGQSSHYGQTD




RPTN
c.886G>A
p.G296S
CGQSERLGQELGCGQTDRQGQSSHY[p.
SQTDRQDQSY
PRAD





G296S]SQTDRQDQSYFIYGQTDRQGQSSHYSQ




RRAD
c.833C>A
p.A278E
LRRDSKEANARRQAGTRRRESLGKK[p.
KEKRFLGRI,KEKRFLGRIV
KIRC,TGCT





A278E]EKRFLGRIVARNSRKMAFRAKSKSCH




RREB1
c.2348G>T
p.G783V
CGEDLKHYRALRIHMRTHCGRGLGG[p.
GVHKGRKPF,CGRGLGGVHK
ACC





G783V]VHKGRKPFECKECSAAFAAKRNCIHH




RRN3
c.25C>T
p.R9C
MAAPLLHT[p.R9C]CLPGDAAASSSAVK
MAAPLLHTC,LLHTCLPGDA,MAAPLLHTCL,HTCLPGDAAA
KIRP





KLGASRTGISNM




RRN3
c.31C>T
p.P11S
MAAPLLHTRL[p.P11S]SGDAAASSSAV
HTRLSGDAA,LLHTRLSGDA,HTRLSGDAAA
KIRP





KKLGASRTGISNMRA




RRP15
c.642G>T
p.L214F
KEAGSSMRKRAKLISTVSKKDFISV[p.L2
SKKDFISVF,VSKKDFISVF,KDFISVFRGM
LUSC





14F]FRGMDGSTNETASSRKKPKAKQTEVK




RRS1
c.135de|C
p.N45fs
QRITVHKELELQFDLGNLLASDRNP[p.N45fs]
GSCPRSAWK,STSCGSCPR,RRRPSYRPW,SYRPWRGTT,LLA
STAD





RPGCGAPDPRRRPSYRPWRGTTR
SDRNPR,APDPRRRPS,CGSCPRSAW,SSTSCGSCPR,CGSCP






NCSSTSCGSCPRSAWKRR*
RSAWK,GSCPRSAWKR,RRRPSYRPWR,SYRPWRGTTR,NL







LASDRNPR,APDPRRRPSY,RPSYRPWRGT,RPWRGTTRNC



RSBN1
C.1714G>A
p.E572K
SPFKRRRSMNEIKNLQYLPRTSEPR[p.E572K]
RTSEPRKVL,RTSEPRKVLF,LPRTSEPRKV
UCEC





KVLFEDRTRAFIADHVGQGFDWQSTAA




RSF1
c.1158de|A
p.K386fs
HEITEKSTEETEKLKNDQQAKIPLK[p.K3
QAKIPLKNEK,AKIPLKNEKL
STAD





86fs]NEKLN*




RSPO2
c.82C>T
p.R28C
FRLFSFALIILNCMDYSHCQGNRWR[p.
QGNRWRCSK,RWRCSKRAS,RCSKRASYV,WRCSKRASY,CQG
CRC





R28C]CSKRASYVSNPICKGCLSCSKDNGCS
NRWRCSK,RWRCSKRASY,QGNRWRCSKR



RTN1
c.308C>G
p.S103W
ASTGVAGVSSAMDHTFSTTSKDGEG[p.
EGWCYTSLI,GEGWCYTSL,TSKDGEGWCY,GEG
LUAD





S103W]WCYTSLISDICYPPQEDSTYFTGILQ
WCYTSLI



RTN2
c.938de|C
p.P313fs
KTVPILELSPPLWTAIGWVQRGPTP[p.P
VQRGPTPLL,PLLLSSGFY,WVQRGPTPL,TPLLLSSGF,VQRG
STAD





313fs]LLLSSGFY*
PTPLLL,GWVQRGPTPL,TPLLLSSGFY



RUNX1
c.286_287
p.D96fs
LCSVLPTHWRCNKTLPIAFKVVALG[p.D
VVALGGCSR,VALGGCSRW,KVVALGGCSR,RWHSGHCDGW
BRCA



insG

96fs]GCSRWHSGHCDGWQ*




RUNX1
c.403A>G
p.R135G
DENYSAELRNATAAMKNQVARFNDL[p.
LGFVGRSGR,VARFNDLGF,VARFNDLG
LAML





R135G]GFVGRSGRGKSFTLTITVFTNPPQVA
FV,RFNDLGFVGR,DLGFVGRSGR,QVARFNDLGF



RUNX1
c.424_425
p.R142fs
LRNATAAMKNQVARFNDLRFVGRSG[p.
KLHSDHHCL,CLHKPTASR,HSDHHCLHK,SGWAPRTSK,VG
BRCA



insA

R142fs]KREKLHSDHHCLHKPTASRH
RSGKREK,ASRHLPQSH,RTSKTSAET,RFVGRSGKR,QNHS






LPQSHQNHSGWAPRTSKTSAETR*
GWAPR,APRTSKTSA,QSHQNHSGW,HQNHSGWAP,HSGW







APRTSK,RTSKTSAETR,KLHSDHHCLH,HQNHSGWAPR,







HCLHKPTASR,LHKPTASRHL



RUNX2
c.1010G>T
p.R337M
SPSIHSTTPLSSTRGTGLPAITDVP[p.R3
AITDVPMRI,LPAITDVPM,GLPAITDVPM
LUAD





37M]MRISDDDTATSDFCLWPSTLSKKSQA




RUNX2
c.1397C>A
p.P466H
STPYLYYGTSSGSYQFPMVPGGDRS[p.
RSHSRMLPP,HSRMLPPCT,RSHSRMLPPC,HSRMLPPCTT
KIRC





P466H]HSRMLPPCTTTSNGSTLLNPNLPNQN




RUNX2
c.211C>G
p.Q71E
VAAQQQQQQQQQQQQQQQQQQQ
QQQQEEAAA,QQQEEAAAA,QQEEAAAAA,QQQQEEAAA
KIRP,TGCT





QQQ[p.Q71E]EEAAAAAAAAAAAAAA
A,QQQEEAAAAA,QQEEAAAAAA,QEEAAAAAAA






AAAVPRLRPP




RUSC2
c.1456de|C
p.P486fs
SSTQAAAAVGPTVLEGQVYTNTSPP[p.
AMIAACSAA,MIAACSAAL,AALLSAWAR,ALLSAWARW,N
STAD





P486fs]TSALDVSAPAAMIAACSAALL
TSPPTSAL,SALDVSAPA,DVSAPAAMI,SAPAAMIAA,IAACS






SAWARWNVC*
AALL,SAALLSAWA,LSAWARWNV,APAAMIAAC,LDVSAP







AAM,CSAALLSAW,AMIAACSAAL,MIAACSAALL,LLSAWA







RWNV,SAALLSAWAR,YTNTSPPTSA,TSALDVSAPA,DVSAP







AAMIA,CSAALLSAWA,ALDVSAPAAM,AAMIAACSAA,ACS







AALLSAW,AALLSAWARW



RUVBL1
c.1291G>A
p.E431K
SVQLLTPANLLAKINGKDSIEKEHV[p.E4
HVKEISELF,VKEISELFY,IEKEHVKEI,HVKEISELFY,
CRC





31K]KEISELFYDAKSSAKILADQQDKYMK
KEHVKEISEL,KEISELFYDA



RUVBL1
c.349C>T
p.R117C
PFCPMVGSEVYSTEIKKTEVLMENF[p.R
VLMENFCRA,EVLMENFCR,NFCRAIGLR,LMENFCRAI,VL
CRC





117C]CRAIGLRIKETKEVYEGEVTELTPCE
MENFCRAI,NFCRAIGLRI,FCRAIGLRIK,ENFCRAIGLR,EVL







MENFCRA,MENFCRAIGL



RWDD2B
c.761G>A
p.R254H
VEGPQSACEEFWSRLRKLNWKRILI[p.R
ILIHHREDI,IHHREDIPF,KLNWKRILIH,RILIHHREDEI,NWKRI
CRC





254H]HHREDIPFDGTNDETERQRKFSIFEE
LIHHR,LIHHREDIPF



RXFP1
c.668C>A
p.S223Y
HRLEWLIIEDNHLSRISPPTFYGLN[p.S2
GLNYLILLV,TFYGLNYLI,FYGLNYLIL,YGLNYLILL,NYLILLVL
UCEC





23Y]YLILLVLMNNVLTRLPDKPLCQHMPR
M,LNYLILLVL,YGLNYLILLV,GLNYLILLVL,TFYGLNYLIL,FYG







LNYLILL,LNYLILLVLM,SPPTFYGLNY



RXRA
c.1280C>A
p.S427Y
AYCKHKYPEQPGRFAKLLLRLPALR[p.S
LLRLPALRY,LPALRYIGL,LRYIGLKCL,RLPALRYIGL,LLRLPAL
BLCA





427Y]YIGLKCLEHLFFFKLIGDTPIDTFLM
RYI,ALRYIGLKCL,YIGLKCLEHL,LLLRLPALRY



RXRA
c.1280C>T
p.S427F
AYCKHKYPEQPGRFAKLLLRLPALR[p.S
LPALRFIGL,LLRLPALRF,LRFIGLKCL,RLPALRFIGL,FIG
BLCA





427F]FIGLKCLEHLFFFKLIGDTPIDTFLM
LKCLEHL,LLRLPALRFI,LLLRLPALRF



RYR1
c.2002G>T
p.D668Y
IRPNIFVGRAEGTTQYSKWYFEVMV[p.
MVYEVTPFL,KWYFEVMVY,VMVYEVTPF,YEVTPFLTA,
TGCT





D668Y]YEVTPFLTAQATHLRVGWALTEGYTP
FEVMVYEVT,WYFEVMVYEV,VMVYEVTPFL,MVYEVTPFLT,EV







MVYEVTPF,SKWYFEVMVY,YEVTPFLTAQ,FEVMVYEVTP



RYR1
c.7726G>A
p.A2576T
NRYLCLAVLPLITKCAPLFAGTEHR[p.A2
RTIMVDSML,HRTIMVDSM,RTIMVDSMLH,LFAGTEHRTI,
UCEC





576T]TIMVDSMLHTVYRLSRGRSLTKAQRD
FAGTEHRTIM



RYR2
c.13002G>T
p.M4334I
ICSLLLGGSLVEGAKKIKVAELLAN[p.
KVAELLANI,LLANIPDPT,IPDPTQDEV,NIPDPTQDEV,IKVA
LUAD





M4334I]IPDPTQDEVRGDGEEGERKPLEAALP
ELLANI,AELLANIPDP



RYR2
c.2131G>A
p.E711K
VTAEATHLRVGWASTEGYSPYPGGG[p.
KEWGGNGVG,SPYPGGGKEW
LUSC





E711K]KEWGGNGVGDDLFSYGF







DGLHLWSGC




RYR2
c.6069A>C
p.L2023F
DFHEDLMTHCGIELDEDGSLDGNSD[p.
GSLDGNSDF,SLDGNSDFTI,FTIRGRLLSL
TGCT





L2023F]FTIRGRLLSLVEKVTYLKKKQAEKPV




RYR2
c.7239G>C
p.K2413N
IMTFYSALIDLLGRCAPEMHLIHAG[p.K
LIHAGNGEA,IHAGNGEAI,HLIHAGNGEA,LIHAGNGEAI
LUAD





2413N]NGEAIRIRSILRSLIPLGDLVGVISI




RYR3
c.5008C>A
p.P1670T
DESKRHGLPGVGLRTCLKPGFRFST[p.P
RFSTTCFVV,GFRFSTTCF,FRFSTTCFV,GFRFSTTCFV,PGFRF
LUAD





1670T]TCFVVTGEDHQKQSPEIPLESLRTKA
STTCF,FRFSTTCFVV



RYR3
c.8114G>A
p.R2705Q
LAVGWTVERTKEGEALVQQRENEKL[p.
RENEKLQSV,RENEKLQSVS,NEKLQSVSQA
CRC





R2705Q]QSVSQANQGNSYSPAPLDLSNVVLSR




SACS
c.8717G>A
p.R2906Q
FHVNGHFALDSARRNLWRDDNGVGV[p.
QSDWNNSLM,VQSDWNNSL,VQSDWNNSLM
UCEC





R2906Q]QSDWNNSLMTALIAPAYVELLIQLKK




SAFB
c.2393de|G
p.W798fs
REGQHYPERHGGPERHGRDSRDGWG[p.
DSRDGWGAM,RDGWGAMAL,DGWGAMALTR,RDSRDG
STAD





W798fs]AMALTRG*
WGAM,SRDGWGAMAL



SAFB
c.2396G>T
p.G799V
EREGQHYPERHGGPERHGRDSRDGW[p.
DSRDGWVGY,VGYGSDKRM,RDSRDGWVGY
TGCT





G799V]VGYGSDKRMSEGRGLPPPPRGRRDWG




SAGE1
c.685C>T
p.R229C
HNVCEQKMENVQPAPDNVLLTLRPR[p.
TLRPRCINM,RPRCINMTDT,RCINMTDTGI
CRC





R229C]CINMTDTGISPMSTRDPYATITYNVP




SAGE1
c.894C>A
p.H298Q
STGLINVAGAGTPAISTNGLYSTVP[p.
LYSTVPQNV,GLYSTVPQNV
LUAD





H298Q]QNVCEEKMENDQPQPNNVLSTVQPVI




SALL3
c.1777C>G
p.L593V
PGLNHVESGVSATAESPQSLLGGPP[p.L
SLLGGPPVT,LLGGPPVTK,LLGGPPVTKA,SLLGGPPVTK
ACC





593V]VTKAEPVSLPCTNARAGDAPVGAQAS




SALL4
c.2983de|G
p.V995fs
NQYTSMLNGGLAVKTNEISVIQSGG[p.
FLPSRFPWG,GFLPSRFPW,RFPWGPPPL,ISVIQSGGF,IQSG
STAD





V995fs]FLPSRFPWGPPPL*
GFLPS,SGGFLPSRF,SRFPWGPPP,FLPSRFPWGP,QSGGFL







PSRF,GGFLPSRFPW,SRFPWGPPPL



SALL4
c.560G>T
p.R187L
PPTPQDISYLAKGKVANTNVTLQAL[p.R
ALLGTKVAV,LQALLGTKV,TLQALLGTK,TLQALLGTKV,VTL
LUAD





187L]LGTKVAVNQRSADALPAPVPGANSIP
QALLGTK,NTNVTLQALL,LQALLGTKVA



SAMD3
c.618G>T
p.Q206H
DMTKYLEGSLYPSTQQYNDVVNALL[p.
ALLHAHPFL,NALLHAHPF,VNALLHAHPF
LUSC





Q206H]HAHPFLDEDGCGFFLWKRALKDRFKY




SAMD4B
c.1429C>T
p.R477W
APAPTDGSEPAPAPVADGDIPSQFT[p.
SQFTWVMGK,DIPSQFTWV,IPSQFTWVM,GDIPSQFTW,S
UCS





R477W]WVMGKVCTQLLVSRPDEENITSYLQL
QFTWVMGKV,WVMGKVCTQL,PSQFTWVMGK,DIPSQFT







WVM



SBF1
c.3228de|C
p.P1076fs
SRNLVKNAKKTIGRQHVTRKKYNPP[p.
STGASRPLR,ASRPLRTRR,RTRRTRSQC,RTRSQCRRS,RSQC
STAD





P1076fs]AGSTGASRPLRTRRTRSQCRRSW
RRSWS,VTRKKYNPPA,ASRPLRTRRT,RTRRTRSACR,RTRS






SPAR*
QCRRSW,RSQCRRSWSP,QCRRSWSPAR,RPLRTRRTRS,KK







YNPPAGST,SQCRRSWSPA



SBNO1
c.3415_341
p.N1139fs
EVHQQNALFQYFADTLTAVVQNAKK[p.
AVVQNAKKK,VQNAKKKWK,VVQNAKKKWK
STAD



6insA

N1139fs]KWKI*




SBSPON
c.397G>T
p.G133W
GGAPCPPLEERAGCLEYSTPQGQDC[p.
GQDCWHTYV,CWHTYVPAF,QGQDCWHTY,CWHTYVPAF
LUAD





G133W]WHTYVPAFITTSAFNKERTRQATSPH
I,PQGQDCWHTY,YSTPQGQDCW



SCAF1
c.624_625
p.P208fs
PPPAPSSASSSPSPSPSSSSPSPPP[p.P2
SPSPPPTPT,TPSPTCPPI,SPTCPPIRY,CTPSPTCPPI,SPSPPP
KIRC



insC

08fs]TPTAPCTPSPTCPPIRYL*
TPTA,SPTCPPIRYL



SCAF11
c.2776_277
p.E926fs
SSPGEKSRSQSRERESDRDGQRRER[p.E
RERKENQKV,RERKENQKVV
GBM,KIRP



7de|GA

926fs]KENQKVV*




SCAF8
c.2218G>T
p.G740C
LVQPSLSMTPETVKDVGFGSLVIPG[p.G
SLVIPGCSV,LVIPGCSVA,SLVIPGCSVA,IPGCSVASNL
LUAD





740C]CSVASNLATSALPAGNVFNAPTKQAE




SCAPER
C.1097G>A
p.R366Q
AEKTQFTVSTLDDVKNSGSIRDNYV[p.R
VQTSEISAV,YVQTSEISAV,QTSEISAVHI,RDNYVQTSEI,VQ
UCEC





366Q]QTSEISAVHIDTECVSVMLQAGTPPL
TSEISAVH



SCARF1
c.1841G>A
p.R614Q
SVSFAEGTKFAPQSRRSSGELSSPL[p.R6
LSSPLQKPK,LQKPKRLSR,SPLQKPKRL
STAD





14Q]QKPKRLSRGAQSGPEGREAEESTGPE




SCFD2
c.1633C>T
p.R545W
TDWDSSINLTFHKSKIAVDELFTSL[p.R5
ELFTSLWDI,SLWDIAGAR,TSLWDIAGA,WDIAGARSL,FTSL
CRC





45W]WDIAGARSLLKQFKSVYVPGNHT
WDIAGA,ELFTSLWDIA,TSLWDIAGAR,WDIAGARSLL,DEL






HQA
FTSLWDI



SCLT1
c.327de|A
p.K109fs
MKLQLENVIKENERLHSELKDAVEK[p.K
KNWRPFPWA,AVEKNWRPF,EKNWRPFPW,NWRPFPWA
STAD





109fs]NWRPFPWAQR*
QR,VEKNWRPFPW,DAVEKNWRPF



SCML4
c.581G>A
p.R194Q
GKQHLRSLPVVNSIGYVLRFLAKLC[p.R
FLAKLCQSL,FLAKLCQSLL,RFLAKLCQSL,CQSLLCDDLF
CRC





194Q]QSLLCDDLFSHQPFPRGCSASEKVQE




SCML4
c.783G>T
p.L261F
YLVNPVGMNRYSVDTSASTFNHRGS[p.
STFNHRGSF,SFHPSSSLY,GSFHPSSSL,STFNHRGSFH,GSFH
LUAD





L261F]FHPSSSLYCKRQNSGDSHLGGGPAAT
PSSSLY,RGSFHPSSSL,ASTFNHRGSF



SCN10A
c.3425G>A
p.R1142H
EGCIRHCPCCKLDTTKSPWDVGWQV[p.
WQVHKTCYR,WQVHKTCYRI,VGWQVHKTCY,SPWDVGW
MM





R1142H]HKTCYRIVEHSWFESFIIFMILLSSG
QVH



SCN10A
c.4709C>T
p.T1570M
IVVVLSIASLIFSAILKSLQSYFSP[p.T157
SLQSYFSPM,LQSYFSPML,YFSPMLFRV,MLFRVIRLA,SYFSP
CRC





0M]MLFRVIRLARIGRILRLIRAAKGIRT
MLFR,QSYFSPMLF,SPMLFRVIR,SLQSYFSPML,







QSYFSPMLFR,MLFRVIRLAR,LQSYFSPMLF,SYFSPMLFRV,







YFSPMLFRVI,KSLQSYFSPM,FSPMLFRVIR,SPMLFRVIRL



SCN2A
c.107G>A
p.R36K
PDSFRFFTRESLAAIEQRIAEEKAK[p.R3
RIAEEKAKK,KAKKPKQER,KAKKPKQERK
BRCA





6K]KPKQERKDEDDENGPKPNSDLEAGKS




SCN2A
c.464C>A
p.T155K
LFNMLIMCTILTNCVFMTMSNPPDW[p.
TMSNPPDWK,MSNPPDWKK,WKKNVEYTF,MTMSNPPD
LUAD





T155K]KKNVEYTFTGIYTFESLIKILARGFC
WK,TMSNPPDWKK,DWKKNVEYTF



SCN7A
c.4073G>A
p.R1358H
MTVGSYLVPPSLVQLILLSRIIHML[p.
IIHMLHLGK,MLHLGKGPK,LSRIIHMLH,SRIIHMLHL,HLGK
GBM





R1358H]HLGKGPKVFHNLMLPLMLSLPAL
GPKVF,MLHLGKGPKV,RIIHMLHLGK,HMLHLGKGPK,LSRII






LNI
HMLHL,LHLGKGPKVF



SCNN1G
c.1691G>A
p.R564H
MSCSVVCVIEIIEVFFIDFFSIIAR[p.R564
IIARHQWQK,IARHQWQKA,DFFSIIARH,FSIIARHQW,HQ
GBM





H]HQWQKAKEWWAWKQAPPCPEAP
WQKAKEW,IIARHQWQKA,SIIARHQWQK,FFSIIARHQW,I






RSPQ
ARHQWQKAK,HQWQKAKEWW



SCRIB
c.995G>T
p.G332V
SLGKLTKLTNLNVDRNHLEALPPEI[p.G
IVGCVALSV,ALPPEIVGC,LEALPPEIV,PEIVG
TGCT





332V]VGCVALSVLSLRDNRLAVLPPELAHT
CV,ALPPEIVGCV,ALPPEIVGCV,EIVGCVALSV,LPPEIVGCVA



SCRT1
c.397T>G
p.S133A
VSEGYAADAFFITDGRSRRKASNAG[p.S
RRKASNAGA,KASNAGAAA,RKASNAGAA,KAS
ACC





133A]AAAAPSTASAAAPDGDAGGGGGAGGR
NAGAAAA,RKASNAGAAA,AAAAPSTASA



SCUBE2
c.1024G>A
p.V342M
DGKTCKDIDECQTRNGGCDHFCKNI[p.
FCKNIMGSF,CDHFCKNIM,IMGSFDCGCK,HFCKNIMGSF
CRC





V342M]MGSFDCGCKKGFKLLTDEKSCQDVDE




SDAD1
c.824de|A
p.K275fs
YATGKKSSKNKKKLEKAMKVLKKQK[p.
KVLKKQKRR,VLKKQKRRK,KQKRRKNQR,RKNQRCLTF,QR
STAD





K275fs]RRKNQRCLTFQPFT*
CLTFQPF,KVLKKQKRRK,AMKVLKKQKR,NQRCLTFQPF,RR







KNQRCLTF



SDHAP1
c.196C>T
p.H66Y
DYKVRIDEYDHSKPIQGQQKKPFEE[p.H
YWRKHTLSY,QQKKPFEEY,EEYWRKHTL,EYWRKHTLSY,Y
CESC





66Y]YWRKHTLSYVDVSTGKVTVEYRPIID
WRKHTLSYV,GQQKKPFEEY,QQKKPFEEYW,FEEYWRKHTL



SDHAP2
c.110_111
p.S37fs
VGRPPVPLHMVSTASGQTRCWTWLS[p.
CWTWLSLVR,TRCWTWLSL,WTWLSLVRHV,QTRCWTWLSL
CESC



insTT

S37fs]LVRHVP*




SDHAP2
c.91C>T
p.R31C
LCPACTPVGRPPVPLHMVSTASGQT[p.
SGQTCCWTW,GQTCCWTWL,TASGQTCCW
GBM,PRAD





R31C]CCWTWLSGQACALSIAESCRPGDKVP




SDHAP3
c.196G>A
p.A66T
AACASVHGANRLGANSLLDLVVFGQ[p.
VVFGQTCAL,FGQTCALSI,VFGQTCALSI,LVVFGQTCAL
GBM





A66T]TCALSIEESCRPGDKVPPIKPNAGEE




SDK1
c.1524_1525
p.K508fs
RPVDTTVTDGMTAILRCEVSGAPKP[p.
EVSGAPKPR,KRKPHSGQW,RKPHSGQWL,APKPRHHLEK,
KIRC



insC

K508fs]RHHLEKRKPHSGQWLCPDS*
KPRHHLEKRK,KRKPHSGQWL



SDK1
c.3542C>T
p.T1181M
PSPYSPSSRVIQTLQAPPDVAPTSV[p.
DVAPTSVMV,MVRTASETSL,DVAPTSVMVR,APTSVMVRTA
CRC





T1181M]MVRTASETSLRLRWVPLPDSQYNGNP




SDK1
c.6437A>G
p.Y2146C
ADASESEATDSDYEDALPKHSFVNH[p.
HCMSDPTYY,KHSFVNHCM,NHCMSDPTY,
TGCT





Y2146C]CMSDPTYYNSWKRRAQGRAP
FVNHCMSDPT,VNHCMSDPTY






APHRYE




SEC24D
c.150_151
p.A50fs
YGHYGDPSHTASPTGMMKPAGPLGA[p.
MKPAGPLGAH
LUAD



insC

A50fs]HRH*




SEC31B
c.2713C>T
p.P905S
GVRPASSQPQLLGGQRVQVPNPVGF[p.
VGFSGTWPL,NPVGFSGTW
TGCT





P905S]SGTWPLPGSPLPMACPGIMRP







GSTSL




SEC61A2
c.377G>T
p.G126V
EVGDTPKDRALFNGAQKLFGMIITI[p.G
ITIVQAIVY,MIITIVQAI,TIVQAIVYV,GMIITIVQA,IITIVQAIV,
LUAD





126V]VQAIVYVMTGMYGDPAEMGAG
IVQAIVYVM,KLFGMIITIV,GMIITIVQAI,MIITIVQAIV,ITIV






ICLLI
QAIVYVL,IITIVQAIVY,TIVQAIVYVM



SECISBP2
c.1824C>G
p.D608E
GMDELISTPSVEDKSEEPPGTELQR[p.D
LQRETEASH,RETEASHLA,TELQRETEA,LQRETEASFIL,RETE
KIRC





608E]ETEASHLAPNHTTFPKIHSRRFRD
ASHLAP






YC




SELP
c.1285C>T
p.R429W
RAFQYDTNCSFRCAEGFMLRGADIV[p.
VWCDNLGQW,MLRGADIVW,FMLRGADIVW,IVWCDNL
UCEC





R429W]WCDNLGQWTAPAPVCQALQ
GQW






CQDLPVP




SELP
c.889G>A
p.A297T
NMTCLHSAKAFQHQSSCSFSCEEGF[p.
FTLVGPEVV,FSCEEGFTL,FSCEEGFTLV,EGFTLVGPEV
TGCT





A297T]TLVGPEVVQCTASGVWTAPAP







VCKAV




SEMA3A
c.241G>A
p.D81N
SYHTFLLDEERSRLYVGAKDHIFSF[p.D8
FSFNLVNIK,IFSFNLVNI,KDHIFSFNL,HIFSFNLVNI,NLVNIK
CRC





1N]NLVNIKDFQKIVWPVSYTRRDECK
DFQK,SFNLVNIKDF,KDHIFSFNLV






WA




SEMA4D
c.755G>A
p.R252Q
EDDRVYFFFTEVSVEYEFVFRVLIP[p.R2
VLIPQIARV,RVLIPQIAR,FVFRVLIPQI,RVLIPQIARV,VFRVLI
CRC





52Q]QIARVCKGDQGGLRTLQKKWTSF
PQIA






LKA




SEMG2
c.874C>T
p.R292C
QHQTKNLSQDQEHGRKAHKISYPSS[p.
CTEERQLHH,HKISYPSSC
GBM





R292C]CTEERQLHHGEKSVQKDVSKGS







ISIQ




SENP7
c.2018C>A
p.S673Y
ELELSYPLSWVQAFPLFQNLSSKES[p.S6
SYFIHYYCV,SSKESYFIH,KESYFIHYY,ESYFIHYYC,QNLSSKES
UCEC





73Y]YFIHYYCVSTCSFPAGVAVAEEMKL
Y,NLSSKESYF,SKESYFIHY,NLSSKESYFI,SSKESYFIHY,FQNL






K
SSKESY,SKESYFIHYY,ESYFIHYYCV,QNLSS







KESYF,KESYFIHYYC



SEPHS1
c.1112G>A
p.R371Q
GEGHQAWIIGIVEKGNRTARIIDKP[p.R
QIIEVAPQV,RIIDKPQII,IIDKPQIIEV
CRC





371Q]QIIEVAPQVATQNVNPTPGATS*




SEPHS1
c.37G>A
p.E13K
MSTRESFNPESY[p.E13K]KLDKSFRLTR
ESFNPESYK,SFNPESYKL,SYKLDKSFR,ESYKLDKSF,YKLDKS
UCEC





FTELKGTGCKVPQDVL
FRL,KLDKSFRLTR,SYKLDKSFRL,ESYKLDKSFR,ESFNPESYKL



SERPIN
c.631C>G
p.R211G
HGKINNLIENIDPGTVMLLANYIFF[p.R2
LLANYIFFG,YIFFGARWK,NYIFFGARW,FGARWKHEF,ANYI
BLCA


A12


11G]GARWKHEFDPNVTKEEDFFLEKN
FFGAR,LANYIFFGA,MLLANYIFFG,LLANYIFFGA,LANYIFFG






SSV
AR,FFGARWKHEF,ANYIFFGARW



SERPIN
c.757G>T
p.D253Y
FFLEKNSSVKVPMMFRSGIYQVGYD[p.
YQVGYDYKL,GIYQVGYDY,YDYKLSCTI,GIYQVGYDYK,IYQ
LUAD


A12


D253Y]YKLSCTILEIPYQKNITAIFILPDEG
VGYDYKL,SGIYQVGYDY,YDYKLSCTIL,YKLSCTILEI



SERPINA3
c.474G>C
p.K158N
LQLSMGNAMFVKEQLSLLDRFTEDA[p.
FTEDANRLY,NRLYGSEAF,RFTEDANRLY,ANRLYGSEAF
CESC





K158N]NRLYGSEAFATDFQDSAAAKKL







INDY




SERPINA4
c.292C>T
p.R98C
HQQILETGEGSPSLKIAPANADFAF[p.R
NADFAFCFY,FAFCFYYLI,DFAFCFYYL,ADFAFCFYY,ANADF
CESC





98C]CFYYLIASETPGKNIFFSPLSISAAY
AFCF,NADFAFCFYY,FAFCFYYLIA,DFAFCFYYLI,ANADFAFC







FY,ADFAFCFYYL



SERPINA9
c.1242G>T
p.M414I
TTKFIVRSKDGPSYFTVSFNRTFLM[p.M
FLMIITNKA,TFLMIITNK,SFNRTFLMI,FNRTFLMII,FLMIITN
LUAD





414I]IITNKATDGILFLGKVENPTKS*
KAT,RTFLMIITNK,VSFNRTFLMI,SFNRTFLMII



SERPIN
c.503de|A
p.Q168fs
PICQEYLDGVIQFYHTTIESVDFQK[p.Q
NSSARTLLM,SVDFQKTLK,KTLKNPDKR,TSGLNVNPK,SAR
STAD


B12


168fs]TLKNPDKRLTSGLNVNPKVKSRNS
TLLMLR,LMLRLCWYW,KVKSRNSSA,KSRNSSART,RNSSA






SARTLLMLRLCWYW*
RTLL,LLMLRLCWY,NVNPKVKSR,KRLTSGLNV,SRNSSARTL,







SSARTLLML,IESVDFQKT,LTSGLNVNPK,SSARTLLMLR,RT







LLMLRLCW,LLMLRLCWYW,FQKTLKNPDK,SGLNVNPKVK,







KVKSRNSSAR,KSRNSSARTL,RNSSARTLLM,SARTLLMLRL,







TLLMLRLCWY,NPDKRLTSGL,IESVDFQKTL,SRNSSARTLL



SERPINB3
c.626C>G
p.S209C
GQWENKFKKENTKEEKFWPNKNTYK[p.
KCVQMMRQY,TYKCVQMMR,NTYKCVQMM,
KIRC





S209C]CVQMMRQYNSFNFALLEDV
NTYKCVQMMR,WPNKNTYKCV,NKNTYKCVQM,






QAKVLEI
YKCVQMMRQY



SERPINC1
c.134G>T
p.R45L
SLLLIGFWDCVTCHGSPVDICTAKP[p.R
TAKPLDIPM,VDICTAKPL,CTAKPLDIPM,KPLDIPMNPM
LUAD





45L]LDIPMNPMCIYRSPEKKATEDEGS







EQ




SERPINI1
c.243de|A
p.L81fs
GMMELGAQGSTQKEIRHSMGYDSLK[p.
SLKMVKNFL,SMGYDSLKM,SMGYDSLKMV,MGYDSLKMV
STAD





L81fs]MVKNFLS*
K,SLKMVKNFLS,HSMGYDSLKM



SESTD1
c.918T>G
p.I306M
VMQVVNWLEGPGSEQLRAQWGIGDS[p.I3
SMRASQALA,DSMRASQAL,AQWGIGDSM,SMRASQALQ
KIRC





06M]MRASQALQQKHEEIESQHS
Q,RAQWGIGDSM






EWFAVYV




SETDB2
c.2145de|A
p.R715fs
YGYEAGTVPEKEIFCQCGVNKCRKK[p.R
KYYKYVTNA,KCRKKYYKY,GVNKCRKKY,YKYVTNACL,KYYK
STAD





715fs]YYKYVTNACL*
YVTNAC,YYKYVTNACL,VNKCRKKYYK,KCRKKYY







KYV,GVNKCRKKYY,KKYYKYVTNA



SEZ6L
c.620C>T
p.S207L
VPLWLDRKESAVPTTPAPLQISPFT[p.S
TLQPYVAHT,LQPYVAHTL,ISPFTLQPY,LQISPFTLQ,SPFTLQ
CRC





207L]LQPYVAHTLPQRPEPGEPGPDM
PYV,TLQPYVAHTL,QISPFTLQPY,ISPFTLQPYV,APLQISPFT






AQEA
L,LQISPFTLQP,SPFTLQPYVA



SEZ6L2
c.221G>C
p.R74P
EALAELLHGALLRRGPEMGYLPGSD[p.
YLPGSDPDPT,LPGSDPDPTL
ACC





R74P]PDPTLATPPAGQTLAVPSLPRAT







EPG




SF1
c.763C>T
p.R255W
IETPEDQNDLRKMQLRELARLNGTL[p.
TLWEDDNRI,LARLNGTLW,TLWEDDNRIL
CESC





R255W]WEDDNRILRPWQSSETRSITN







TTVCT




SF3B1
c.1868A>G
p.Y623C
SNLAKAAGLATMISTMRPDIDNMDE[p.
CVRNTTARA,CVRNTTARAF
CLL





Y623C]CVRNTTARAFAVVASALGIPSL







LPFL




SF3B1
c.1876A>T
p.N626Y
AKAAGLATMISTMRPDIDNMDEYVR[p.
NMDEYVRYT,YTTARAFAV,YVRYTTARA,RYTTARAFA,EYV
CLL





N626Y]YTTARAFAVVASALGIPSLLPFL
RYTTAR,VRYTTARAF,DEYVRYTTA,NMDEYVRYTT,YTTAR






KAV
AFAVV,RYTTARAFAV,YVRYTTARAF,IDNMDEYVRY,DEYV







RYTTAR



SF3B1
c.1996A>G
p.K666E
IPSLLPFLKAVCKSKKSWQARHTGI[p.K6
QARHTGIEI,EIVQQIAIL,IEIVQQIAI,WQARHTGIEI,EIVQQI
CLL





66E]EIVQQIAILMGCAILPHLRSLVEIIE
AILM,IEIVQQIAIL



SF3B1
c.2098A>G
p.K700E
MGCAILPHLRSLVEIIEFIGLVDEQQ[p.K
GLVDEQQEV,EVRTISALA,QEVRTISAL,DEQQEVRTI,EVRTI
BRCA,CLL





700E]EVRTISALAIAALAEAATPYGIESFD
SALAI,QQEVRTISAL,DEQQEVRTIS,QEVRTISALA



SF3B1
c.2704G>A
P.E902K
GNLGAADIDHKLEEQLIDGILYAFQ[p.E
ILYAFQKQT,KQTTEDSVM,ILYAFQKQTT,
BLCA





902K]KQTTEDSVMLNGFGTVVNALGK
FQKQTTEDSV,QKQTTEDSVM,KQTTEDSVML






RVKP




SF3B1
c.2870G>A
p.R957Q
ICGTVLWRLNNKSAKVRQQAADLIS[p.
DLISQTAVV,ISQTAVVMK,LISQTAVVM,ADLISQTAV,LISQ
UCEC





R957Q]QTAVVMKTCQEEKLMGFILGV
TAVVMK,QAADLISQTA,DLISQTAVVM,RQQAADLISQ






VLYEYL




SFI1
c.2462G>A
p.R821Q
THHLQCVRKRLLHRQSTQLLAQRLS[p.
LLAQRLSQT,SQTCFRQWR,AQRLSQTCF,LSQTCFRQW,LL
HNSC





R821Q]QTCFRQWRQQLAARRQEQRA
AQRLSQTC,AQRLSQTCFR,LSQTCFRQWR,LAQRLSQTCF,R






TVRALW
LSQTCFRQW



SFPQ
c.1832G>A
p.R611Q
EEQMRRQREESYSRMGYMDPRERDM
MQMGGGGAM,DMQMGGGGAM,QMGGGGAMNM,M
CRC





[p.R611Q]QMGGGGAMNMGDPYGS
QMGGGGAMN






GGQKFPPLGG




SFRP4
c.695G>A
p.R232Q
QRSGCNEVTTVVDVKEIFKSSSPIP[p.R2
IPQTQVPL,SSSPIPQTQV,SPIPQTQVPL
UCEC





32Q]QTQVPLITNSSCQCPHILPHQDVLIM




SFSWAP
c.1850C>A
p.S617Y
PLEKNRVKLDDDSDDDEESKEGQES[p.
ESKEGQESY,GQESYSSAA,YSSAANTNPA,KEGQESYSSA,EE
CRC





S617Y]YSSAANTNPAVAPPCVVVEEKK
SKEGQESY,QESYSSAANT






PQLT




SGCG
c.659C>T
p.A220V
ESPTRSLSMDAPRGVHIQAHAGKIE[p.
EVLSQMDIL,VLSQMDILF,GKIEVLSQM,IEVLSQMDI,IQAH
CRC





A220V]VLSQMDILFHSSDGMLVLDAET
AGKIEV,QAHAGKIEVL,IEVLSQMDIL,EVLSQMDILF






VCLP




SGCZ
c.123T>G
P.I41M
REQYILATQQNNLPRTENAQLYPVG[p.
LYPVGMYGW,MYGWRKRCL,AQLYPVGMY,GMYGWRKR
CRC





I41M]MYGWRKRCLYFFVLLLLVTMIVN
CL,MYGWRKRCLY,NAQLYPVGMY,QLYPVGMYGW






LAM




SGIP1
c.1505G>T
p.R502L
GVGDVSRPFSPPIHSSSPPPIAPLA[p.R5
ALAESTSSI,ALAESTSSIS,SPPPIAPLAL,LALAESTSSI
LUAD





02L]LAESTSSISSTNSLSAATTPTVENEQ




SGK1
c.1100_1102
p.K367de|
AKDDFMEIKSHVFFSLINWDDLINK[p.K
LINKITPPF,DLINKITPPF
UCEC



de|AGA

367de|]ITPPFNPNVSGPNDLRHFDPEF







TEEPVP




SGK3
c.183de|A
p.L61fs
SEWFVFRRYAEFDKLYNTLKKQFPA[p.L
TLKKQFPAW
STAD





61fs]WP*




SGOL2
c.1220de|A
p.E407fs
KKSNKKTNEHGMKTFRKVKDSSSEK[p.
LMSWMAKGV,WMAKGVQKI,SLKIVQMSI,IVQMSILGK,M
STAD





E407fs]REKDQRDSLKIVQMSILGKRLK
SILGKRLK,SWMAKGVQK,FSIMNSWLR,GVQKIPVLF,KDL






TGQKDLMSWMAKGVQKIPVLFSIMNS
MSWMAK,GQKDLMSWM,REKDQRDSL,RDSLKIVQM,LKI






WLR*
VQMSIL,KGVQKIPVL,QKIPVLFSI,KIPVLFSIM,VLFSIMNS







W,DLMSWMAKGV,VLFSIMNSWL,SLKIVQMSIL,KIVQMSI







LGK,QMSILGKRLK,MSWMAKGVQK,SWMAKGVQKI,KGV







QKIPVLF,KVKDSSSEKR,REKDQRDSLK,LGKRLKTGQK,RLK







TGQKDLM,MAKGVQKIPV,IVQMSILGKR,LFSIMNSWLR,V







QMSILGKRL,KRLKTGQKDL,GQKDLMSWMA,AKGVQKIPV







L,VQKIPVLFSI,QKIPVLFSIM



SGSM1
c.2452G>A
p.E818K
VLDAQRNTPTVLRPRDGSVDDRQSS[p.
SVDDRQSSK,RQSSKATTS,GSVDDRQSSK,RQSSKATTSQ
CESC





E818K]KATTSQDEAPREELAVQDSLES







DLLA




SGSM1
c.3351C>A
p.F1117L
IALALVEVYRDIILENNMDFTDIIK[p.F11
FTDIIKLFN,KLFNEMAER,DFTDIIKLF,DIIKLFNEM,MDFTDII
CRC





17L]LFNEMAERHNTKQVLKLARDLVYK
KL,NMDFTDIIKL,DIIKLFNEMA,MDFTDIIKLF






VQ




SH3KBP1
c.1688_1689
p.P563fs
ISQVSDNKASLPPKPGTMAAGGGGP[p.
VLSGALPPV,TQSQLPVSV,GALPPVILF,PVSVRHGRK,SVRH
KIRC



insC

P563fs]SPSVLSGALPPVILFGNSWTQS
GRKTK,LPVSVRHGR,SPSVLSGAL,SWTQSQLPV,SQLPVSVR






QLPVSVRHGRKTKDGACGQQPGGRG
H,SVLSGALPPV,VLSGALPPVI,ILFGNSWTQS,WTQSQLP






GAKDTGPRAEEHHRDHEGPAETRD*
VSV,VSVRHGRKTK,QLPVSVRHGR,NSWTQSQLPV,SGALP







PVILF,FGNSWTQSQL,SQLPVSVRHG,PPVILFGNSW



SH3KBP1
c.1720de|C
p.L574fs
LPPKPGTMAAGGGGPAPLSSAAPSP[p.
RWSLRPAAR,RPAARRPWR,CSARKENQR,WSLRPAARR,R
STAD





L574fs]CHPLWEQLDTEPTPRLCSARKE
KENQRWSL,NQRWSLRPA,QRWSLRPAA,WEQLDTEPT,AP






NQRWSLRPAARRPWRS*
SPCHPLW,RWSLRPAARR,SLRPAARRPW,EQLDTEPTPR,S







AAPSPCHPL,RPAARRPWRS,NQRWSLRPAA



SH3PX
c.2276C>T
p.S759L
SSDLITLPATTPPCPTKKEWEGPAT[p.S7
TLYMTCSAY,ATLYMTCSA,KEWEGPATL,WEGPATLYM,AT
LUAD


D2A


59L]LYMTCSAYQKVQDSEISFPAGVEV
LYMTCSAY,LYMTCSAYQK,KEWEGPATLY,KKEWEGPATL,






QV
WEGPATLYMT



SH3RF2
c.952C>T
p.R318C
RKVPGQFSITTALNTLNRMVHSPSG[p.
HSPSGCHMV,VHSPSGCHM,MVHSPSGCHM,SPSGCHMV
GBM





R318C]CHMVEISTPVLISSSNPSVITQP
EI,RMVHSPSGCH,CHMVEISTPV






MEK




SH3TC
c.265C>T
p.R89C
RCVNGPLQEAARRRLWALENEDQEV[p.R
NEDQEVCML,CMLFKDLSAR,LENEDQEVCM,NEDQEVCM
CRC


2


89]CMLFKDLSARLVSIQSQRAQFLI
LF,QEVCMLFKDL






TFK




SHB
c.1378G>A
p.A460
RNSQTSKHDYSLSLRSNQGFMHMKL[p.
FMHMKLTKT,GFMHMKLTK,KLTKTKEKY,KLTKTKEKYV,F
GBM




T
A460T]TKTKEKYVLGQNSPPFDSVPEV
MHMKLTKT,QGFMHMKLTK,HMKLTKTKE,LTKTKEKYV






IHYY 
L,MKLTKTKEKY



SHROOM4
c.3468_3470
p.1156_1
EEEEEEEEEEEEEEEEEEEAEEEEE[p.
EEAEEEEEL
PAAD



de|AGA
157EE>E
1156_1157EE>E]LPPQYFSSETSGSCALN







PEEVLEQPQPL




SI
c.3649G>T
p.V1217F
LDFYMFLGPTPEVATKQYHEVIGHP[p.
FMPAYWALG,PFMPAYWAL,IGHPFMPAY,HPFMPAYWA,
LUAD





V1217F]FMPAYWALGFQLCRYGYANT
YHEVIGHPF,HEVIGHPFM,FMPAYWALGF,QYHEVIGHPF,






SEVREL
VIGHPFMPAY,EVIGHPFMPA,HPFMPAYWAL,YHEVIGHP







FM,IGHPFMPAYW



SI
c.5042T>A
p.I1681K
WFDYHTGKDIGVRGQFQTFNASYDT[p.
TFNASYDTK,QTFNASYDTK,ASYDTKNLHV
TGCT





I1681K]KNLHVRGGHILPCQEPAQNTF







YSRQK




SIGLEC1
c.954de|C
p.P318fs
QAAWSDAGVYTCQAENGVGSLVSPP[p.
SASTSSWLR,STSSWLRSR,PPSASTSSW,ASTSS
STAD





P318fs]SASTSSWLRSR*
WLRSR,SPPSASTSSW



SIGLEC10
c.749C>T
p.T250M
SAQRTVRLRVAYAPRDLVISISRDN[p.T
ISRDNMPAL,MPALEPQPQ,SISRDNMPAL,LVISISRDNM,
GBM





250M]MPALEPQPQGNVPYLEAQKGQ
ISISRDNMPA,MPALEPQPQG






FLRLL




SIGLEC11
c.1088C>T
p.S363F
NRLGSQQQALDLSVQYPPENLRVMV[p.
MVFQANRTV,RVMVFQANR,VMVFQANRTV,
CRC





S363F]FQANRTVLENLGNGTSLPVLEG
RVMVFQANRT,MVFQANRTVL,FQANRTVLEN






QSLR




SIK1
c.2032de|C
p.Q678fs
EVLEQQRLLQLQHHPAAAPGCSQAP[p.
QAPSRPLPR,APSRPLPRL,CSQAPSRPL,SQAPSRPLP,SQAP
STAD





Q678fs]SRPLPRL*
SRPLPR



SIM1
c.637G>A
p.V213M
YLKIRQYSLDMSPFDGCYQNVGLVA[p.
YQNVGLVAM,GLVAMGHSL,MGHSLPPSA,VAMGHSLPP,
CESC





V213M]MGHSLPPSAVTEIKLHSNMFM
AMGHSLPPSA,CYQNVGLVAM,YQNVGLVAMG,MGHSLP






FRASL
PSAV



SIPA1
c.3188G>A
p.R106
SETYRMPVMEYKMNEGVSYEFKFPF[p.
KFPFQNNNK,FQNNNKWQR,FPFQNNNKW,YEFKFPFQN,
CRC


L1

3Q
R1063Q]QNNNKWQRNASKGPHSPQ
KFPFQNNNKW,YEFKFPFQNN






VPSQVQSP




SIPA1
c.3680C>A
p.S122
PSWQRSEDSIADQMAYSYRGPQDFN[p.
RGPQDFNYF,YFVLEQHEY,YRGPQDFNY,YRGPQDFNYF,SY
CRC


L1

7Y
S1227Y]YFVLEQHEYTEPTCHLPAVSK
RGPQDFNY,NYFVLEQHEY,GPQDFNYFVL






VLPAF




SIPA1
c.2330G>C
p.G777A
RVHNPCTDNVCYSMAVTRSKDAPPF[p.
RSKDAPPFA,DAPPFAPPI,RSKDAPPFAP,APPIPSGTTF,KDA
KIRC


L3


G777A]APPIPSGTTFRKSDVFRDFLLAK
PPFAPPI






VIN




SIRPA
c.387_389
p.D131
IRIGNITPADAGTYYCVKFRKGSPD[p.D
KGSPDVEFK,KFRKGSPDV,RKGSPDVEF,VKFRKGSPDV,FR
KIRC



de|CGA
de|
131de|]VEFKSGAGTELSVRAKPSAPVV
KGSPDVEF






SGPAAR




SIRPA
c.697G>A
p.V233I
SIHSTAKVVLTREDVHSQVICEVAH[p.V
QVICEVAHI,VICEVAHITL,SQVICEVAHI
PRAD





233I]ITLQGDPLRGTANLSETIRVPPTLEV




SIX1
c.571G>A
p.E191K
TQVSNWFKNRRQRDRAAEAKERENT[p.
KNNNSSSNK
UCEC





E191K]KNNNSSSNKQNQLSPLEGGK







PLMSSS




SIX3
c.79A>C
p.I27L
VFRSPLDLYSSHFLLPNFADSHHRS[p.I2
FADSHHRSL,FADSHHRSLL
CLL





7L]LLLASSGGGNGAGGGGGAGGGSG







GGN




SKI
c.185C>G
p.A62G
AFSARWAQEAYKKESAKEAGAAAVP[p.
GAAAVPGPV,KEAGAAAVPG
KIRP





A62G]GPVPAATEPPPVLHLPAIQPPPP







VLP




SKOR
c.2648A>G
p.Y883C
EEMVQQLQIVRDTLCNELDQERKAR[p.
KARCAIQQK,RCAIQQKLK,QERKARCAI,KARCAIQQKL
LUAD


1


Y883C]CAIQQKLKEAHDALHHFSCKML







TPRH




SLAM
c.829de|A
p.S277fs
LIMVVILQLRRRGKTNHYQTTVEKK[p.S
TLAPPYMLL,SMPKSRNQV,KQIPSQSML,QIPSQSMLV,KSR
BLCA


F1


277fs]ALRSMPKSRNQVLFRRNLTPSQL
NQVLFR,SLSQSLSRK,QSLSQSLSR,RTLAPPYML,PYMLLPQ






RTLAPPYMLLPQSLSQSLSRKQIPSQSM
SL,KKALRSMPK,ALRSMPKSR,RSMPKSRNQ,RNLTPSQLR,






LV*
QLRTLAPPY,TTVEKKALR,MPKSRNQVL,TPSQLRTLA,LPQS







LSQSL,VEKKALRSM,NQVLFRRNL,RRNLTPSQL,SQLRTLAP







P,LRTLAPPYM,SQSLSRKQI,RKQIPSQSM,LLPQSLSQSL,KQ







IPSQSMLV,SMPKSRNQVL,KSRNQVLFRR,QSLSQSLSRK,R







TLAPPYMLL,KALRSMPKSR,RSMPKSRNQV,QLRTLAPPYM,







SQLRTLAPPY,QTTVEKKALR,MPKSRNQVLF,PPYMLLPQS







L,YQTTVEKKAL,FRRNLTPSQL,YMLLPQSLSQ,SRKQIPSQS







M,RKQIPSQSML



SLC10
c.843C>G
p.F281L
YKYSRVADYIVKVSLWSLLVTLVVL[p.F2
LLVTLVVLL,LLIMTGTML,VLLIMTGTM,SLLVTLVVLL,LLV
CESC


A4


81L]LIMTGTMLGPELLASIPAAVYVIAIF
TLVVLLI



SLC10
c.326de|G
p.G109fs
YLLAISFSLKPVQAIAVLIMGCCPG[p.G1
LIMGCCPGA,GLMEIWISA,SLTFSPSGL,FSPSGLMEI,LTFSP
STAD


A6


09fs]APSLTFSPSGLMEIWISASV*
SGLM,MEIWISASV,CPGAPSLTF,APSLTFSPS,SPSGLMEIW,







VLIMGCCPGA,GLMEIWISAS,LMEIWISASV,SLTFSPSGLM,







TFSPSGLMEI,MGCCPGAPSL,SPSGLMEIWI



SLC10
c.782C>T
p.S261L
LILFIIFSIQLSFMLLTFIFSTRNN[p.S2
FIFSTRNNL,STRNNLGFT,RNNLGFTPA,FSTRNNLGF,NLGF
UCEC


A7


61L]LGFTPADTVAIIFCSTHKSLTLGIPM
TPADTV,TFIFSTRNNL,IFSTRNNLGF



SLC12
c.875C>T
p.S292L
ANAVAVAMYVVGFAETVVDLLKESD[p.
LLKESDLMM,LLKESDLMMV,LMMVDPTNDI
CRC


A1


S292L]LMMVDPTNDIRIIGSITVVILLGI







SV




SLC12
c.2483G>A
p.R828Q
ALLHLVHDFTKNVGLMICGHVHMGP[p.
MGPQRQAMK,HMGPQRQAM,PQRQAMKEM,HMGPQR
UCEC


A2


R828Q]QRQAMKEMSIDQAKYQRWLI
QAMK,HVHMGPQRQA,GPQRQAMKEM,VHMGPQRQA






KNKMKA
M



SLC12
c.2056de|C
p.H686fs
WGDGIRGLSLNAARYALLRVEHGPP[p.
LRVEHGPPT,RVEHGPPTPR
STAD


A7


H686fs]TPRTGGPRCW*




SLC13
c.1478_147
p.L493fs
IVLLLGGGYALAKGSERSGLSEWLG[p.L
SGLSEWLGK,SSHCHHPLP,HPLPPGGHL,KQADPTAEC,SSS
KIRC


A2
9insG

493fs]KQADPTAECASSSHCHHPLPPG
HCHHPL,SEWLGKQAD,GLSEWLGKQA,RSGLSEWLGK,KQ






GHLHRVH*
ADPTAECA,ASSSHCHHPL,SEWLGKQADP,LPPGGHLHRV



SLC13
c.818A>C
p.Q273
VNFASWFAFAFPNMLVMLLFAWLWL[p.
LLFAWLWLP,FAWLWLPFV,WLWLPFVYM,LFAWLWLPF,
GBM


A5

P
Q273P]PFVYMRFNFKKSWGCGLESK
AWLWLPFVY,WLPFVYMRF,PFVYMRFNF,LWLPFVYMR,F






KNEKAA
AWLWLPFVY,LLFAWLWLPF,LFAWLWLPFV,AWLWLPFV







YM,LWLPFVYMRF,PFVYMRFNFK,WLWLPFVYMR,LPFVY







MRFNF



SLC16
c.1484G>A
p.R495Q
YDFSFYICGLLYMIGILFLLIQPCI[p.R495
LLIQPCIQI,CIQIIEQSR,FLLIQPCIQI,LLIQPCIQII,
UCEC


A14


Q]QIIEQSRRKYMDGAHV*
QIIEQSRRKY,CIQIIEQSRR



SLC16
c.293_294
p.G98fs
LTFSAPLATVLSNRFGHRLVVMLGG[p.
LLTRGFSYV,RLVVMLGGA,LTRGFSYVR,YVRRHRHHL,RHR
STAD


A6
insG

G98fs]ATCQHRDGGRLLLTRGFSYVRR
HHLWSG,LLLTRGFSY,GFSYVRRHR,CQHRDGGRL,GRLLLT






HRHHLWSGILL*
RGF,RGFSYVRRH,RHHLWSGIL,HHLWSGILL,LLLTRGFSYV,







RLLLTRGFSY,SYVRRHRHHL,LTRGFSYVRR,RGFSYVRRHR,







RHRHHLWSGI,MLGGATCQHR,ATCQHRDGGR,LLTRGFSY







VR,VMLGGATCQH,CQHRDGGRLL,FSYVRRHRHH,YVRRH







RHHLW,HRHHLWSGIL,RHHLWSGILL



SLC16
c.1407_142
p.CVLL
LGPPIVGWFYDWTQTYDIAFYFSGF[p.
AFYFSGFFI,FYFSGFFIL,YFSGFFILL,IAFYFSGFF,IAFYFSG
KIRC


A9
4de|CTGCG
GG470
CVLLGG470de|]FILLLAALPSWDTCNK
FFI,AFYFSGFFIL,FYFSGFFILL,YFSGFFILLL,DIAFYFSGFF




TCCTGCTG
de|
QLPKPAPTTFLYKVASNV*





GGAGG






SLC17
c.970G>A
p.V324I
HLINQGYRAITVRKLMQGMGLGLSS[p.
GMGLGLSSI,GLSSIFALC,SIFALCLGH,MGLGLSSIF,LGLSSIF
GBM


A9


V324I]IFALCLGHTSSFCESVVFASASIGLQ
AL,LSSIFALCL,GLGLSSIFAL,GLSSIFALCL,GMGLGLSSIF,QG







MGLGLSSI



SLC1A2
c.1044_1045
p.F348fs
LIIFIGGIFLPLIYFVVTRKNPFSFF[p.F348
KNPFSFFCW,PFSFFCWHF,SFFCWHFPS,FFCWHFPSL,LDH
LUAD



insT

fs]CWHFPSLDHCPGHRFQCWNFACHL
CPGHRF,GHRFQCWNF,FQCWNFACH,WNFACHLSL,NPFS






SLPGRKSGD*
FFCWH,FPSLDHCPG,CPGHRFQCW,SFFCWHFPSL,FQCW







NFACHL,CWNFACHLSL,FACHLSLPGR,FSFFCWHFPS,RKN







PFSFFCW,NPFSFFCWHF,SLDHCPGHRF,FPSLDHCPGH



SLC20
c.984_985
p.P328fs
PLQAVVEERTVSFKLGDLEEAPERE[p.P
LEEAPEREA,RGLERGNQHR
UCEC


A1
de|AG

328fs]ASQRGLERGNQHR*




SLC22
c.602C>T
p.S201L
NGGMSLVAFVLLNECVGTAYWALAG[p.
ALAGLIGGL,GLIGGLFFA,LIGGLFFAV,TAYWALAGL,AYWA
CRC


A15


S201L]LIGGLFFAVGIAQYALLGYFIRS
LAGLI,LAGLIGGLF,AGLIGGLFF,GLIGGLFFAV,GTAYWALA






WRT
GL,ALAGLIGGLF,TAYWALAGLI,LAGLIGGLFF



SLC22
c.1220G>A
p.R407Q
LQTLFGAVILLANCVAPWALKYMNR[p.
YMNRQASQM,ALKYMNRQA,KYMNRQASQ,RQASQMLL
GBM


A9


R407Q]QASQMLLMFLLAICLLAIIFVPQ
M,MNRQASQML,QASQMLLMF,LKYMNRQAS,YMNRQA






EMQ
SQML,KYMNRQASQM,RQASQMLLMF,MNRQASQMLL,L







KYMNRQASQ,NRQASQMLLM



SLC24
c.401C>T
p.A134V
SENSTDHAQGDYPKDIFSLEERRKG[p.A
RKGVIILHV,VIILHVIGMI,SLEERRKGVI,RKGVIILHVI,
CRC


A2


134V]VIILHVIGMIYMFIALAIVCDEFFVP
EERRKGVIIL



SLC24
c.103C>A
p.R35S
ARRALLLGILWATAHLPLSGTSLPQ[p.R
SLPQSLPRA,TSLPQSLPR,LPQSLPRAT,GTSLPQSLPR
LUAD


A5


35S]SLPRATGNSTQCVISPSSEFPEGFFT




SLC25
c.84de|T
p.F28fs
LSYESLVHAVAGAVGSVTAMTVFFP[p.
AMTVFFPWI,IQLDFDFRL,RLMRKENPK,KLHTWCSWR,CS
STAD


A17


F28fs]WIQLDFDFRLMRKENPKLHTWC
WRSLKKK,TWCSWRSLK,TAMTVFFPW,FFPWIQLDF,PWI






SWRSLKKKDSWHHIEGGFQ*
QLDFDF,SWHHIEGGF,LMRKENPKL,HTWCSWRSL,WIQL







DFDFR,DFDFRLMRK,TVFFPWIQL,KENPKLHTW,RSLKKKD







SW,KKKDSWHHI,RLMRKENPKL,HTWCSWRSLK,TWCSW







RSLKK,VTAMTVFFPW,TAMTVFFPWI,VFFPWIQLDF,LMR







KENPKLH,MTVFFPWIQL,IQLDFDFRLM,RKENPKLHTW,L







HTWCSWRSL,LKKKDSWHHI,FPWIQLDFDF,NPKLHTWCSW



SLC25
c.247C>G
p.Q83E
LRPKYNGILHCLTTIWKLDGLRGLY[p.Q
GLYEGVTPN,GLRGLYEGV,LYEGVTPNI,YEGVTPNIW,GLYE
BRCA


A32


83E]EGVTPNIWGAGLSWGLYFFFYNAI
GVTPNI,LYEGVTPNIW






KS




SLC25
c.287G>A
p.R96Q
EGGNKLWYKKPGNFQGTLDAFFKII[p.
IQNEGIKSL,KIIQNEGIK,FKIIQNEGI,IQNEGIKSLW
CRC


A40


R96Q]QNEGIKSLWSGLPPTLVMAVPA







TVIY




SLC25
c.316G>T
p.G106C
LLVLTATSHQERRAQPPSYMHIFLA[p.G
FLACCTGGF,YMHIFLACC,SYMHIFLAC,YMHIFLACCT,FLA
BRCA


A45


106C]CCTGGFLQAYCLAPFDLIKVRLQN
CCTGGFL,SYMHIFLACC,IFLACCTGGF,CCTGGFLQAY






QT




SLC25
c.199G>A
p.A67T
TLSCIRVVYRRESMFGFFKGMSFPL[p.A
GMSFPLTSI,TSIAVYNSV,MSFPLTSIA,FPLTSIAVY,MSFPLT
DLBCL


A48


67T]TSIAVYNSVVFGVFSNTQRFLSQH
SIAV,GMSFPLTSIA,LTSIAVYNSV,KGMSFPLTSI,SFPLTSIAV






RC
Y,SIAVYNSVV



SLC25
c.301C>A
p.R101S
VFGVFSNTQRFLSQHRCGEPEASPP[p.
SPPSTLSDL,EPEASPPSTL
LUAD


A48


R101S]STLSDLLLASMVAGVVSVGLGG







PVDL




SLC25
c.235A>T
p.I79F
IIDCVVRIPKEQGVLSFWRGNLANV[p.I
NLANVFRYF,RGNLANVFR,VFRYFPTQA,GNLANVFR,WR
CESC


A5


79F]FRYFPTQALNFAFKDKYKQIFLGGV
GNLANVF,FRYFPTQAL,NVFRYFPTQA,FWRGNLANVF,VF






D
RYFPTQAL,RGNLANVFRY,GNLANVFRYF



SLC25
c.352G>A
p.A118T
DKYKQIFLGGVDKRTQFWLYFAGNL[p.
WLYFAGNLT,LTSGGAAGA,NLTSGGAAGA,WLYFAGNLTS
KIRC


A5


A118T]TSGGAAGATSLCFVYPLDFART







RLAA




SLC26
c.262G>A
p.V88I
WLPAYRLKEWLLSDIVSGISTGIVA[p.V
GISTGIVAI,GIVAILQGL,AILQGLAFA,ILQGLAFAL,VAILQGL
GBM


A3


88I]ILQGLAFALLVDIPPVYGLYASFFPA
AF,ISTGIVAIL,AILQGLAFAL,ILQGLAFALL,GISTGIVAIL,







GIVAILQGLA,IVAILQGLAF,SGISTGIVAI



SLC26
c.1886de|T
p.I629fs
LAHCTASLIKAMTYYGNLDSEKPIF[p.I6
KPIFLNRYL,NLDSEKPIFL,SEKPIFLNRY,DSEKPIFLNR,
STAD


A7


29fs]LNRYLLQ*
KPIFLNRYLL



SLC27
c.1927de|C
p.P643fs
VNVYGVTVPGHEGRAGMAALVLRPP[p.
WQMRASTPA,ALVLRPPTL,CSSTPTCLR,LTHCTFWTR,GSR
STAD


A3


P643fs]TLWTLCSSTPTCLRTCHLM
SLWPPQ,PQRPSNSRK,QMRASTPAP,RASTPAPCL,NSRKF






PGPDSSGSRSLWPPQRPSNSRKFGWQ
GWQM,LVLRPPTLW,RKFGWQMRA,APCLTHCTF,VLRPPT






MRASTPAPCLTHCTFWTRL*
LWTL,TLCSSTPTCL,GSRSLWPPQR,RSLWPPQRPS,NSRKF







GWQMR,QMRASTPAPC,LTHCTFWTRL,CLTHCTFWTR,TP







TCLRTCHL,GPDSSGSRSL,AALVLRPPTL,ALVLRPPTLW,PQ







RPSNSRKF,SNSRKFGWQM,RKFGWQMRAS,WQMRASTP







AP,MRASTPAPCL,RPSNSRKFGW,APCLTHCTFW



SLC2A6
c.689C>A
p.A230D
LIMILLLSFMPNSPRFLLSRGRDEE[p.A2
DLRALAWLR,EEDLRALAW,DEEDLRALAW,EEDLRALAWL
PRAD





30D]DLRALAWLRGTDVDVHWEFEQI







QDNV




SLC2A7
c.193G>A
p.A65T
YNLSVVNTPHKVFKSFYNETYFERH[p.A
TYFERHTTF,ETYFERHTT,HTTFMDGKL,YFERHTTFM,TTF
CRC





65T]TTFMDGKLMLLLWSCTVSMFPLG
MDGKLM,TYFERHTTFM,ETYFERHTTF






GLL




SLC2A7
c.804C>A
p.H268Q
LRGHTDMEAELEDMRAEARAERAEG[p.
RAEGQLSVL,AERAEGQLS,AEGQLSVLH,QLSVLHLCAL,AER
TGCT





H268Q]QLSVLHLCALRSLRWQLLSIIV
AEGQLSV,AEGQLSVLHL,GQLSVLHLCA






LMAG




SLC30
c.581G>A
p.R194H
LRSDVEAKSLEVWGSPEALAREKKL[p.R
LAREKKLHK,LHKEAEIEY,REKKLHKEA,ALAREKKLHK,KLHK
CRC


A9


194H]HKEAEIEYRERLFRNQKILREYRD
EAEIEY






FL




SLC32
c.1480G>A
p.V494I
CFLLPSLFHLRLLWRKLLWHQVFFD[p.V
VFFDIAIFV,LWHQVFFDI,FFDIAIFVI,IAIFVIGGI,QVFFDI
STAD


A1


494I]IAIFVIGGICSVSGFVHSLEGLIEAY
AIF,HQVFFDIAI,LLWHQVFFDI,QVFFDIAIFV,VFFDIAIFVI,







DIAIFVIGGI,HQVFFDIAIF,WHQVFFDIAI



SLC33
c.1625C>T
p.S542L
CVFIGFGWWFFLGPKFKKLQDEGSS[p.
KLQDEGSSL,LQDEGSSLW,KKLQDEGSSL,KLQDEGSSLW
CRC


A1


S542L]LWKCKRNN*




SLC35
c.1250G>C
p.*417S
VWRLVRGTRYMKKDYLIENEELPSP[p.
PSEGGACTY,CTYLCAYTY,YLCAYTYFI,TYLCAYTYF,GACTYL
HNSC


D3


*417S]SEGGACTYLCAYTYFIC*
CAY,SEGGACTYL,YLCAYTYFIC,CTYLCAYTYF,TYLCAYTYFI,







GGACTYLCAY,ACTYLCAYTY,SPSEGGACTY



SLC35
c.838G>A
p.A280T
CNKAFVFLLSWIVLRDRFMGVRIVA[p.
FMGVRIVAT,RIVATILAI,IVATILAIA,ATILAIAGI,GVRIVATIL,
CRC


F3


A280T]TILAIAGIVMMTYADGFHSHSVI
TILAIAGIV,MGVRIVATI,FMGVRIVATI,RIVATILAIA,ATILAI






GIA
AGIV,RFMGVRIVAT,GVRIVATILA,MGVRIVATIL,VRIVATIL







AI,TILAIAGIVM



SLC35
c.184de|A
p.K62fs
INEGYGNFMEENPKKGLLSEMKKKG[p.
LSLEPWIPY,SLEPWIPYL,SEMKKKGEL,MKKKGELSL,GELSL
CESC


G2


K62fs]ELSLEPWIPYLHQQKTQ*
EPWI,IPYLHQQKT,LSLEPWIPYL,EMKKKGELSL,ELSLEPWI







PY,KKGELSLEPW



SLC37
c.1582G>A
p.V528I
ACALLFLIRLIHKELSCPGSATGDQ[p.V5
ATGDQIPFK,SATGDQIPF,SATGDQIPFK,GSATGDQIPF,CP
TGCT


A1


28I]IPFKEQ*
GSATGDQI



SLC38
c.298G>A
p.G100R
MSVFNLSNAIMGSGILGLAFALANT[p.
ALANTRILL,RILLFLVLL,LAFALANTR,NTRILLFLV,LANTRILL
TGCT


A1


G100R]RILLFLVLLTSVTLLSIYSINLLLIC
F,FALANTRIL,TRILLFLVL,ALANTRILLF,NTRILLFLVL,GLAFA







LANTR,LAFALANTRI,FALANTRILL



SLC38
c.3213_321
p.1071_107
SDLRRRRRDLGPHAEGQLAPRDGVI[p.
APRDGVIGL,RDGVIGLNPL
PAAD


A10
5de|CAT
2II>I
1071_1072II>I]GLNPLPDVQVNDLRG







ALDAQLRQAAGGA




SLC39
c.1883G>C
p.C628S
ILMNFISSLTAFMGLYIGLSVSADP[p.C6
SVQDWIFTV,DPSVQDWIF,GLSVSADPSV
LUAD


A12


28S]SVQDWIFTVTAGMFLYLSLVEMLP







EM




SLC39
c.158G>T
p.R53L
AFPQTTEKISPNWESGINVDLAIST[p.R
TLQYHLQQL,AISTLQYHL,LQYHLQQLF,DLAISTLQY,LQYHL
LUAD


A6


53L]LQYHLQQLFYRYGENNSLSVEGFR
QQLFY,TLQYHLQQLF,INVDLAISTL,VDLAISTLQY,LAISTLQ






KL
YHL,STLQYHLQQL



SLC39
c.1144C>T
p.R382C
LHEVPHEVGDFAILVQSGCSKKQAM[p.
KQAMCLQLL,AMCLQLLTA,KKQAMCLQL,AMCLQLLTAV,S
CRC


A7


R382C]CLQLLTAVGALAGTACALLTEG
KKQAMCLQL,KKQAMCLQLL,KQAMCLQLLT






GAVG




SLC39
c.1367_136
p.L456fs
SVLPELLREASPLQSLLEVLGLLGG[p.L4
VLGLLGGSY,LLGGSYHDGA,EVLGLLGGSY,LEVLGLLGGS
CLL


A7
8insG

56fs]SYHDGADCPP*




SLC43A1
c.398C>T
p.P133L
LVGSACFTASCTLMALASRDVEALS[p.P
ALSLLIFLA,LLIFLALSL,EALSLLIFL,RDVEALSLL,VEALSL
CRC





133L]LLIFLALSLNGFGGICLTFTSLTLPN
LIF,LSLLIFLAL,ALSLLIFLAL,SLLIFLALSL,ASRDVEALSL,







EALSLLIFLA,RDVEALSLLI,VEALSLLIFL



SLC43A3
c.647G>A
p.R216H
LLYEKGISLRASFIFISVCSTWHVA[p.R21
STWHVAHTF,TWHVAHTFL,HVAHTFLLM,WHVAHTFLL,S
CRC





6H]HTFLLMPRGHIPYPLPPNYSYGLCP
TWHVAHTFL,VAHTFLLMPR,CSTWHVAHTF,TWHVAHTFL






G
L,WHVAHTFLLM



SLC44A5
c.208G>T
p.V70F
KPADTPSEEEDFGDPRTYDPDFKGP[p.
FANRSCTDV,DFKGPFANR,TYDPDFKGPF,FANRSCTDVL
KIRC





V70F]FANRSCTDVLCCMIFLLCIIGYIVL







G




SLC44A5
c.554G>A
p.R185H
CPEKFLTYVEMQLLYTKDKSYWEDY[p.
HQFCKTTAK,SYWEDYHQF,YHQFCKTTA,KSYWEDYH
CRC





R185H]HQFCKTTAKPVKSLTQLLLDDD
QF,SYWEDYHQFC,HQFCKTTAKP,WEDYHQFCKT






CPTA




SLC4A3
c.3183de|G
p.L1061fs
SQKARRLLKGSGFHLDLLLIGSLGG[p.L1
LLIGSLGGS,LIGSLGGSV,SLGGSVGCL,RSAPSPMSM,SAPS
STAD





061fs]SVGCLGCPGSRLPRSAPSPMSM
PMSMR,LPRSAPSPM,LLIGSLGGSV,RLPRSAPSPM,RSAPSPMS






R*
MR,GSRLPRSAPS



SLC4A5
c.1597A>G
p.I533V
WFPSDFYDGFHIQSISAILFIYLGC[p.I53
ILFIYLGCV,YLGCVTNAI,GCVTNAITF,AILFIYLGCV,FIYLGCV
LUAD





3V]VTNAITFGGLLGDATDNYQGVMES
TNA,YLGCVTNAIT,ILFIYLGCVT,IYLGCVTNAI,LGCVTNAITF






FL




SLC4A8
c.687C>G
p.N229K
LNDSMRVKVREALLKKHHHQNEKKR[p.
KKRKNLIPI,KRKNLIPIV,KKRKNLIPIV,EKKRKNLIPI,HQNEK
KIRC





N229K]KNLIPIVRSFAEVGKKQSDPHL
KRKNL,KNLIPIVRSF






MDKH




SLC52A1
c.1108_111
p.G370de|
LSLLGMLFGAYLMALAILSPCPPLV[p.G
VTTAGVVLV,LVTTAGVVL,LVTTAGVVLV,VTTAGVVLVV,C
KIRC



0de|GGC

370de|]TTAGVVLVVLSWVLCLCVFSYV
PPLVTTAGV






KVAASS




SLC52A2
c.1197_1198
p.G399fs
LSWVLCLGVFSYVKVAASSLLHGGG[p.
SLLHGGGPA,LSARRCCYV,HLSRVPQQK,CYVPPDQHL,GSR
KIRC



insG

G399fs]PAGIAGSRRGHPGGLSARRCC
RGHPGG,RGHPGGLSA,GLSARRCCY,QQKGLCRPL,LLHGG






YVPPDQHLSRVPQQKGLCRPL*
GPAGI,GLSARRCCYV,GSRRGHPGGL,RGHPGGLSAR,SARR







CCYVPP,VPPDQHLSRV



SLC5A1
c.157G>T
p.G53W
DISIIVIYFVVVMAVGLWAMFSTNR[p.
WTVGGFFLA,WAMFSTNRW,MFSTNRWTV,RWTVGGFFL,
LUAD





G53W]WTVGGFFLAGRSMVWWPIGA
AMFSTNRWT,TNRWTVGGF,NRWTVGGFF,AMFSTNRW






SLFASN
TV,LWAMFSTNRW,RWTVGGFFLA,STNRWTVGGF,TNR







WTVGGFF



SLC5A7
c.1006G>T
p.G336C
KTTEEADMILPIVLQYLCPVYISFF[p.G3
YISFFCLGA,CLGAVSAAV,ISFFCLGAV,VYISFFCLG,YISFFCL
HNSC





36C]CLGAVSAAVMSSADSSILSASSMF
GAV,FCLGAVSAAV,VYISFFCLGA,CLGAVSAAVM,CPVYISF






AR
FCL



SLC5A7
c.1325G>T
p.G442V
IFPQLLCVLFVKGTNTYGAVAGYVS[p.G
AVAGYVSVL,YVSVLFLRI,VAGYVSVLF,GYVSVLFLR,AGYVS
LUAD





442V]VLFLRITGGEPYLYLQPLIFYPGYY
VLFL,AGYVSVLFLR,AVAGYVSVLF,GYVSVLFLRI,YGAVAGY






P
VSV,GAVAGYVSVL



SLC6A10P
c.264A>C
p.K88N
WSFFTPLVCMGIFIFNVVYYKPLVY[p.K
YYKPLVYNN,YYKPLVYNNT,KPLVYNNTNV
GBM,KIRC





88N]NNTNVYPWWGEAMGWAFVLSS







MLCMP




SLC6A11
c.896G>T
p.W299L
TLPGASEGIKFYLYPDLSRLSDPQV[p.W
RLSDPQVLV,VLVDAGTQI,SRLSDPQVL,LVDAGTQIF,LVDA
LUAD





299L]LVDAGTQIFFSYAICLGCLT
GTQIFF,VLVDAGTQIF,LSRLSDPQVL






ALGSYN




SLC6A14
c.255_256
p.A85fs
FPYLTYSNGGGAFLIPYAIMLALAG[p.
LALAGFTFV,ALAGFTFVL,VLSGVFTGT,MLALAGFTF,FTFVL
KIRC



insG

A85fs]FTFVLSGVFTGTIC*
SGVF,AIMLALAGF,MLALAGFTFV,FVLSGVFTGT,VLSGVFT







GTI,AIMLALAGF,ALAGFTFVLS,AGFTFVLSGV,YAIMLALA







GFT,IMLALAGFTF,GFTFVLSGVF,FTFVLSGVF,LALAGFTFVL



SLC6A9
c.281G>A
p.R94K
LLPQLMAQHSLAMAQNGAVPSEATK[p.
AVPSEATKK,ATKKDQNLK,ATKKDQNLKR
CLL





R94K]KDQNLKRGNWGNQIEFVLTSV







GYAVG




SLC6A9
c.727C>T
p.R243W
AYCNNPWNTHDCAGVLDASNLTNGS[p.
NLTNGSWPA,WPAALPSNL,ASNLTNGSW,NLTNGSWPAA,
BLCA





R243W]WPAALPSNLSHLLNHSLQRT
SWPAALPSNL,LTNGSWPAAL,DASNLTNGSW






SPSEEY




SLC7A10
c.471de|C
p.P157fs
TSLAVISMTFSNYVLQPVFPNCIPP[p.
FPNCIPPPQ
STAD





P157fs]PQPPGCCPWPA*




SLC7A2
c.964C>T
p.R322W
TLAGAATCFYAFVGFDCIATTGEEV[p.R
EVWNPQKAI,EEVWNPQKA,IATTGEEVW,EEVWNPQKAI,
UCEC





322W]WNPQKAIPIGIVTSLLVCFMAYF
GEEVWNPQKA






GVS




SLC8A1
c.1292G>A
p.R431H
VSKIFFEQGTYQCLENCGTVALTII[p.
GTVALTIIH,TVALTIIH,GTVALTIIHR
CRC





R431H]HRGGDLTNTVFVDFRTEDGTANA







GSD




SLC8A1
c.1297G>T
p.G433C
KIFFEQGTYQCLENCGTVALTIIRR[p.G4
CGDLTNTVF,RCGDLTNTVF
LUAD





33C]CGDLTNTVFVDFRTEDGTANAGS







DYE




SLC9A2
c.2237de|C
p.T746fs
SPQSYKMEWKNEVDVDSGRDMPSTP[p.
SLAQRGKTV,KTSLAQRGK,RQAYYSSPF,AYYSSPFSL,RAPR
STAD





T746fs]QHPTAEKRAPRRQAYYSSPF
RQAYY,YYSSPFSLK,SLKTSLAQR,KRAPRRQAY,PTAEKRAP






SLKTSLAQRGKTV*
R,MPSTPQHPT,SPFSLKTSL,AYYSSPFSLK,STPQHPTAEK,FS







LKTSLAQR,RQAYYSSPFS,QAYYSSPFSL,KRAPRRQAYY,PT







AEKRAPRR,MPSTPQHPTA,SPFSLKTSLA,RRQAYYSSPF,AE







KRAPRRQA



SLC9A4
c.1892G>A
p.R631H
RTLSYNKYNLKPQTSEKQAKEILIR[p.R6
ILIRHQNTL,LIRHQNTLR,HQNTLRESM,KEILIRHQN,ILIRH
GBM





31H]HQNTLRESMRKGHSLPWGKPAG
QNTLR,HQNTLRESMR,EILIRHQNTL,KQAKEILIRH,RHQNT






TKNI
LRESM,KEILIRHQNT



SLC9A5
c.1341G>C
p.L447F
TKVPAKDYFVATTIWVFFTVIVQG[p.L4
VIVQGFTIK,FFTVIVQGF,FTIKPLVKW,GFTIKPLVK,FTVIVQGFT,
BLCA





47F]FTIKPLVKWLKVKRSEHHKPTLNQE
TVIVQGFTI,VQGFTIKPL,FTIKPLVKWL,TVIVQGFTIK,QGFTIK






L
PLVK,VFFTVIVQGF,GFTIKPLVKW,FTVIVQGFTI



SLC9B1
c.1338_1339
p.V446fs
FAGFSFKEKIFIALAWMPKATVQAV[p.
HSSKWSSTY,SLRTPLGTI,RSSGSRNSK,FSHLDHSSK,GSRNSKS
KIRC



de|GT

V446fs]RSSGSRNSKSLRTPLGTICEGCD
LR,SSKWSSTYG,NSKSLRTPL,SHLDHSSKW,SKWSSTYG






DSSIFSHLDHSSKWSSTYGHSGA*
H,AVRSSGSRNS,KSLRTPLGTI,IFSHLDHSSK,SSKWSSTYGH,







MPKATVQAVR,RNSKSLRTPL,CEGCDDSSIF,FSHLDHSSKW



SLCO2A1
c.1437G>C
p.M479I
IFHPVCGDNGIEYLSPCHAGCSNIN[p.M
ISSATSKQL,NINISSATSK,ISSATSKQLI
CESC





479I]ISSATSKQLIYLNCSCVTGGSASAKT




SLIT1
c.4379G>T
p.R1460L
SGTKGAHCVCDPGFSGELCEQESEC[p.
ESECLGDPV,CLGDPVRDF,QESECLGDPV
LUAD





R1460L]LGDPVRDFHQVQRGYAICQTT







RPLSW




SLITRK1
c.134de|A
p.K45fs
TGDVCKEKICSCNEIEGDLHVDCEK[p.K
FTIYFCMAI,SLMSSLTFI,LMSSLTFIM,SLTFIMRLV,IMRLVC
STAD





45fs]RASQVCSVSLPRLPSFTIYFCMAIP
TWK,TMACMKSFR,QVCSVSLPR,MSSLTFIMR,VSLPRLPSF,






SLDFSLMSSLTFIMRLVCTWKTMACMK
RLPSFTIYF,YFCMAIPSL,CMAIPSLDF,FSLMSSLTF,FIMRLV






SFRGLFWGCSW*
CTW,KTMACMKSF,CMKSFRGLF,RGLFWGCSW,TWKTM







ACMK,KSFRGLFWG,LPRLPSFTI,IPSLDFSLM,RLVCTWKT







M,KRASQVCSV,ASQVCSVSL,SQVCSVSLP,LDFSLMSSL,CT







WKTMACM,MKSFRGLFW,CEKRASQVC,LPSFTIYFC,SLPR







LPSFTI,RLPSFTIYFC,SLDFSLMSSL,FSLMSSLTFL,SLMSSLTFI







M,RLVCTWKTMA,LMSSLTFIMR,FIMRLVCTWK,CTWKTM







ACMK,KTMACMKSFR,SQVCSVSLPR,SFTIYFCMAI,IYFCM







AIPSL,FCMAIPSLDF,DFSLMSSLTF,TFIMRLVCTW,CMKSF







RGLFW,SSLTFIMRLV,MAIPSLDFSL,MSSLTFIMRL,RASQV







CSVSL,LPRLPSFTIY,LPSFTIYFCM,MACMKSFRGL,SVSLPRL







PSF,MRLVCTWKTM,WKTMACMKSF,ACMKSFRGLF,FRGL







FWGCSW,CEKRASQVCS



SLITRK1
c.155G>A
p.R52H
KICSCNEIEGDLHVDCEKKGFTSLQ[p.R
SLQHFTAPT,KGFTSLQHF,HFTAPTSQF,FTSLQHFTA,
CRC





52H]HFTAPTSQFYHLFLHGNSLTRLFPN
LQHFTAPTS,HFTAPTSQFY,KKGFTSLQHF,LQHFTA






E
PTSQ,QHFTAPTSQF



SLITRK3
c.641G>T
p.R214L
PTNLFKAVSLTHLDLRGNRLKVLFY[p.R
FYLGMLDHI,RLKVLFYLG,KVLFYLGML,LKVLFYLG
LUSC





214L]LGMLDHIGRSLMELQLEENPWN
M,LFYLGMLDHI,RLKVLFYLGM,YLGMLDHIGR,






CTCE
LKVLFYLGML



SLITRK3
c.893C>T
p.S298L
REIRKTELCPLLSDSEVEASLGIPH[p.S29
GIPHLSSSK,LSSSKENAW,LGIPHLSSSK,VEASLGIPHL,HLSS
CRC





8L]LSSSKENAWPTKPSSMLSSVH
SKENAW






FTASS




SLITRK5
c.1403G>T
p.R468M
NRISMIQDRAFGDLTNLRRLYLNGN[p.
RLYLNGNMI,YLNGNMIER,RRLYLNGNM,YLNGNMIERL,N
LUAD





R468M]MIERLSPELFYGLQSLQYLFLQY
MIERLSPEL,LYLNGNMIER,LRRLYLNGNM,RRLYLNGNMI,






NLI
MIERLSPELF



SLITRK5
c.203G>T
p.R68L
YYGEICDNACPCEEKDGILTVSCEN[p.R
ILTVSCENL,TVSCENLGI,CENLGIISL,NLGIISLSEI,LTVSCENL
LUAD





68L]LGIISLSEISPPRFPIYHLLLSGNLL
GI,CENLGIISLS



SLITRK6
c.2223C>A
p.N741K
HLQRSLLEQENHSPLTGSNMKYKTT[p.
KQSTEFLSF,SNMKYKTTK,KYKTTKQST,TTKQSTEFL,KTTKQ
LUAD





N741K]KQSTEFLSFQDASSLYRNILEKE
STEF,GSNMKYKTTK,KTTKQSTEFL,MKYKTTKQST,YKTTKQ






REL
STEF,TKQSTEFLSF



SMAD2
c.962G>A
p.R321Q
SLTVDGFTDPSNSERFCLGLLSNVN[p.R
LLSNVNQNA,VNQNATVEM,GLLSNVNQNA,NVNQNATVEM
CRC





321Q]QNATVEMTRRHIGRGVRLYYIG







GEVF




SMAD4
c.1082G>A
p.R361H
GETFKVPSSCPIVTVDGYVDPSGGD[p.R
YVDPSGGDHF,DPSGGDHFCL
CRC





361H]HFCLGQLSNVHRTEAIERARLHIG







KG




SMAP1
c.506de|A
p.E169fs
QPLVSSPSLQAAVDKNKLEKEKEKK[p.E
ALKKLRSPL,KISNWSLKK,SLKKVPALK,KLRSPLWIF,KKRKRK
UCS





169fs]RKRKREKRSQKSRQNHLQLKSCR
REK,RKREKRSQK,RSQKSRQNH,SQKSRQNHL,KSRQNHLQ






RKISNWSLKKVPALKKLRSPLWIF*
L,RRKISNWSL,RKISNWSLK,KVPALKKLR,HLQLKSCRR,WSL







KKVPAL,RQNHLQLKS,KKVPALKKL,LKKLRSPLW,KKLRSPL







WI,KISNWSLKKV,KSRQNHLQLK,SLKKVPALKK,WSLKKVP







ALK,KRKREKRSQK,RSQKSRQNFIL,HLQLKSCRRK,RRKISN







WSLK,CRRKISNWSL,NWSLKKVPAL,QKSRQNHLQL,RQNH







LQLKSC,LQLKSCRRKI,ALKKLRSPLW,KKLRSPLWIF



SMARCA4
c.1142G>A
p.R381Q
QKPRGLDPVEILQEREYRLQARIAH[p.R
LQARIAHQI,RIAHQIQEL,HQIQELENL,RLQARIAHQI,
CRC





381Q]QIQELENLPGSLAGDLRTKATIEL
ARIAHQIQEL






KA




SMARCA4
c.2738C>T
p.P913L
NHHCKLTQVLNTHYVAPRRLLLTGT[p.
RLLLTGTLL,LLQNKLPEL,LTGTLLQNK,RRLLLTGTL,
HNSC





P913L]LLQNKLPELWALLNFLLPTIFKSC
TLLQNKLPEL,LLTGTLLQNK,RRLLLTGTLL






ST




SMARCA5
c.468_471
p.T156fs
KQNLLSVGDYRHRRTEQEEDEELLT[p.T
APKQPMFAL,LLTAPKQPM,LTAPKQPMF,KQPMFALDL,LD
TGCT



de|AGAA

156fs]APKQPMFALDLKTLHRM*
LKTLHRM,KQPMFALDLK,LTAPKQPMFA,FALDLKTLHR,TA







PKQPMFAL,LLTAPKQPMF,PMFALDLKTL,QEEDEELLTA



SMC3
c.2908G>C
p.E970Q
ELGSLPQEAFEKYQTLSLKQLFRKL[p.E9
KLQQCNTEL,KLQQCNTELK,QQCNTELKKY,RKLQQCNTEL
TGCT





70Q]QQCNTELKKYSHVNKKALDQFVN







FSE




SMCR8
c.523G>A
p.E175K
VRPFCMAYISADQHKIMQQFQELSA[p.
ELSAKFSRA,QQFQELSAK,QFQELSAKF,AKFSRASEC,MQQ
UCEC





E175K]KFSRASECLKTGNRKAFAGELEK
FQELSAK,KFSRASECLK,QQFQELSAKF,AKFSRASECL,QELS






KLK
AKFSRA



SMG1
c.8087C>A
p.P2696H
LICNTTVERCQELYRKYEMQYAPQP[p.
YAPQPHPTV,APQPHPTVC,QPHPTVCQF,MQYAPQPHP,Q
TGCT





P2696H]HPTVCQFITATEMTLQRYAAD
YAPQPHPTV,YEMQYAPQPH,MQYAPQPHPT,HPTVCQFIT






INSRL
A,QPHPTVCQFI



SMG7
c.2536_2537
p.E846fs
TQDPIKLFEPSLQPPVMQQQPLEKK[p.
NEAFSHGAI,QPLEKKNEAF,KKNEAFSHGA
PRAD



insA

E846fs]NEAFSHGAI*




SNAPC1
c.633de|T
p.D211fs
QNMKHVISVDKSKPDKALSLIKDDF[p.
LIKDDFLTI,IKDDFLTIL,SLIKDDFLTI,ALSLIKDDFL,
STAD





D211fs]LTILRT*
LIKDDFLTIL



SNAPC2
c.875de|C
p.T292fs
IPAGGSLGPAAEGDGAGSKAPEETP[p.
TPQPPRRPS,TPQPPRRPST
STAD





T292fs]QPPRRPSTAN*




SND1
c.112C>G
p.Q38E
GPAVPTVQRGIIKMVLSGCAIIVRG[p.Q
AIIVRGEPR,CAIIVRGEPR
CESC





38E]EPRGGPPPERQINLSNIRAGNLAR







RA




SND1
c.2163de|C
p.H721fs
VQDVETGTQLEKLMENMRNDIASHP[p.
RNDIASHPL,MRNDIASHPL
STAD





H721fs]L*




SOAT1
c.190de|T
p.F64fs
GRIDIKQLIAKKIKLTAEAEELKPF[p.
AEAEELKPFL
STAD





F64fs]L*




SOLH
c.2141G>A
p.R714H
GFLMGASCGGGNMKVDDSAYESLGL[p.R71
GLHPRHAYS,LGLHPRHAY,HPRHAYSIL,SAYESLGLH,YESL
LIHC





4H]HPRHAYSILDVRDVQGTRLLRLRNPW
GLHPR,GLHPRHAYSI,SLGLHPRHAY,YESLGLHPRH



SON
c.2723C>T
p.S908L
AQMLASGTMDAQMLASSTQDSAMLG
GLKSPDPYR,LGLKSPDPY,TQDSAMLGL,LKSPDPYRL,GLKS
LUSC





[p.S908L]LKSPDPYRLAQDPYRLAQDP
PDPYRL,TQDSAMLGLK,MLGLKSPDPY,STQDSAMLGL






YRLGHD




SON
c.4075_409
p.VLES
LAESILEPPAMAAPESSAMAVLESS[p.V
AMAVLESST,MAVLESSTV,AMAVLESSTV,AVLESSTVTV
KIRC



8de|GTCCT
SAVT13
LESSAVT1359de|]TVTVLESSTVTVLEP





GGAGTCTT
59de|
SVVTVPEPPVVAEPDYVTIPVPVVSALE





CGGCTGTG

PSVPVL





ACC






SORBS1
c.1710C>A
p.F570L
VLTNEKMSRDISPEEIDLKNEPWYK[p.F
KNEPWYKLF,PWYKLFSEL,LKNEPWYKL,YKLFSELEF,KLFSE
CRC





570L]LFSELEFGKPPPKKIWDYTPGDCSIL
LEFGK,WYKLFSELEF,EPWYKLFSEL,LKNEPWYKLF



SORBS1
c.3466G>A
p.V1156M
AERGAGERGPGGPKISKKSCLKPSD[p.V
CLKPSDMVR,KPSDMVRCL,MVRCLSTEQR,KKSCLKPSDM
CRC





1156M]MVRCLSTEQRLSDLNTPEESRP







GKPL




SORBS2
c.2596C>T
p.P866S
VFEALDSALKDICDQIKAEKKRGSL[p.P8
RGSLSDNSI,LSDNSILHRL,SLSDNSILHR,RGSLSDNSIL
PAAD





66S]SDNSILHRLISELLPDVPERNSSLRA




SORBS2
c.3472
p.E1158fs
DRIHSLSSNKPQRPVFTHENIQGGG[p.E
SSEKVMSLM,KMSWSSEKV,SLMSWKSVM,LMSWKSVMT,
STAD



de|G

1158fs]NRFRLCITILPGMKMSWSSEKV
KVMSLMSWK,CITILPGMK,RFRLCITIL,ILPGMKMSW,MS






MSLMSWKSVMTAGLWGPQEEPNSLV
LMSWKSV,MSWKSVMTA,TTSRGCELR,MTAGLWGPQ,ET






LSPETTSRGCELRSLLL*
TSRGCEL,GPQEEPNSL,MSWSSEKVM,NRFRLCITI,ITILPG







MKM,WSSEKVMSL,EKVMSLMSW,WKSVMTAGL,KSVMT







AGLW,QEEPNSLVL,SEKVMSLMS,VMSLMSWKSV,SLMS







WKSVMT,LMSWKSVMTA,RLCITILPGM,GMKMSWSSEK,







LVLSPETTSR,RFRLCITILP,MSLMSWKSVM,SWKSVMTAGL,







NIQGGGNRFR,ETTSRGCELR,WSSEKVMSLM,KMSWSSE







KVM,IQGGGNRFRL,NRFRLCITIL,MKMSWSSEKV,SEKVM







SLMSW,MSWKSVMTAG,WKSVMTAGLW



SORCS2
c.958C>T
p.R320W
FWSVSGVDADPDLVHVEAQDLGGDF[p.
DLGGDFWYV,DFWYVTCAI,GDFWYVTCA,AQDLGGDFWY,
CRC





R320W]WYVTCAIHNCSEKMLTAPF
GDFWYVTCAI,EAQDLGGDFW






AGPIDHG




SORL1
c.614G>T
p.R205L
ADAYAQYLWITFDFCNTLQGFSIPF[p.R
LQGFSIPFL,PFLAADLLL,IPFLAADLL,TLQGFSIPFL,FLAADLL
LUAD





205L]LAADLLLHSKASNLLLGFDRSHPN
LHS,LAADLLLHSK,FSIPFLAADL,IPFLAADLLL






KQ




SOS1
c.697A>T
p.N233Y
FMAEIRQYIRELNLIIKVFREPFVS[p.N23
PFVSYSKLF,VFREPFVSY,VSYSKLFSA,EPFVSYSKL,REPFVSY
LUAD,UCEC





3Y]YSKLFSANDVENIFSRIVDIHELSVK
SK,FVSYSKLFSA,KVFREPFVSY,VFREPFVSYS,REPFVSYSKL,







EPFVSYSKLF



SOWAHA
c.371G>C
p.R124P
AAQPSKPTSTVLPRSASAPGAPPLV[p.R
APGAPPLVPV
ACC





124P]PVPRPVEPPGDLGLPTEPQDTPG







GPA




SOX17
c.1208G>T
p.S403I
PYQGHDSGVNLPDSHGAISSVVSDA[p.
VSDAISAVY,ISAVYYCNY,VVSDAISAV,ISSVVSDAI,SDAISA
UCEC





S403I]ISAVYYCNYPDV*
VYY,VVSDAISAVY,VSDAISAVYY,SVVSDAISAV,AISSVVSD







AI,AISAVYYCNY



SOX6
c.2155C>T
p.R719W
HLEKYPNYKYKPRPKRTCIVDGKKL[p.R
LWIGEYKQL,GKKLWIGEY,KLWIGEYKQL,LWIGEYKQLM,
CRC





719W]WIGEYKQLMRSRRQEMRQFFT
WIGEYKQLMR






VGQQP




SOX7
c.925de|C
p.L309fs
RRIPHLPGHPYSPEYAPSPLHCSHP[p.L3
SHPWAPWPL,SPLHCSHPW,HPWAPWPLA,HCSHPWAP
STAD





09fs]WAPWPLASPPASP*
W,WPLASPPAS,CSHPWAPWPL,APWPLASPPA,LHCSHP







WAPW,HPWAPWPLAS



SOX9
c.223G>A
p.E75K
ENTFPKGEPDLKKESEEDKFPVCIR[p.E7
CIRKAVSQV,RKAVSQVLK,FPVCIRKAV,IRKAVSQVL,CIRKA
LUAD





5K]KAVSQVLKGYDWTLVPMPVRVNG
VSQVL,IRKAVSQVLK,KAVSQVLKGY,FPVCIRKAVS






SSK




SP4
c.17_19
p.E11de|
MSDQKKEEEE[p.E11de|]AAAAAAMA
KEEEEAAAA,KEEEEAAAAA
LUSC



de|AGG

TEGGKTSEPENNNKKPKTSG




SP4
c.19G>A
p.E7K
MSDQKK[p.E7K]KEEEEAAAAAAMATE
KEEEEAAAA,KEEEEAAAAA
TGCT





GGKTSEPENNN




SPAG16
c.1315G>T
p.V439L
GDTTVKLWDLCKGDCILTFEGHSRA[p.
ALWSCTWHS,HSRALWSCT,FEGHSRALW,SRALWSCTW,R
LUAD





V439L]LWSCTWHSCGNFVASSSLDKTS
ALWSCTWH,ALWSCTWHSC,LTFEGHSRAL,TFEGHSRALW,






KIWD
HSRALWSCTW



SPAG16
c.1462C>T
p.P488S
WDVNSERCRCTLYGHTDSVNSIEFF[p.P
EFFSFSNTL,NSIEFFSFS,VNSIEFFSF,IEFFSFSNT,FSFSNTLLT,
SKCM





488S]SFSNTLLTSSADKTLSIWDARTGICE
SVNSIEFFSF,EFFSFSNTLL,IEFFSFSNTL,FSFSNTLLTS



SPAG17
c.3790
p.Q1264fs
GQESTGQYVIDEEPTWDIMVRQSYP[p.
IMVRQSYPR,MVRQSYPRG,DIMVRQSYPR
STAD



de|C

Q1264fs]RG*




SPAM1
c.1037G>A
p.R346Q
LVYTFGETVALGASGIVIWGTLSIM[p.R
IMQSMKSCL,MQSMKSCLL,TLSIMQSMK,GTLSIMQSM,Q
GBM





346Q]QSMKSCLLLDNYMETILNPYIINV
SMKSCLLL,IMQSMKSCLL,SIMQSMKSCL,MQSMKSCLLL,G






TL
TLSIMQSMK,WGTLSIMQSM



SPATA17
c.215G>A
p.R72K
QVRAYIRHLNRIVTIIQKWWRSFLG[p.R
FLGKKQYQL,KWWRSFLGK,WWRSFLGKK,RSFLGKKQY,G
CESC





72K]KKQYQLTVQVAYYTMMMNLYNA
KKQYQLTV,FLGKKQYQLT,SFLGKKQYQL,KWWRSFLGKK,






MAVR
WRSFLGKKQY,KKQYQLTVQV



SPATA22
c.449C>T
p.S150L
NDFKPQCKRTNLVANDGKNSCPVSS[p.
VSSVAQQQK,SVAQQQKQLR,GKNSCPVSSV
CRC





S150L]VAQQQKQLRIPEPPNLSRNKET







ELLR




SPATA
c.2055
p.C685fs
KVCTKTMPIGPDVSLENLAAETCFF[p.C
LAAETCFFL,LILETSAQK,KLLCWLCKK,ETCFFLELI,AETCFFL
STAD


5L1
de|T

685fs]LELILETSAQKLLCWLCKKMD*
EL,LETSAQKLL,LELILETSA,NLAAETCFFL,FLELILETSA,LILET







SAQKL,KLLCWLCKKM,AQKLLCWLCK,ETCFFLELIL,AETCFF







LELI



SPATA9
c.566G>T
p.C189F
AVLKKVKNIFQEEESIRQNREESEN[p.C
FRKAFSEPV,EESENFRKA,NFRKAFSEPV,RQNREESENF,EE
KIRC





189F]FRKAFSEPVLSEPMFAEGEIKAKP
SENFRKAF,FRKAFSEPVL,REESENFRKA






YR




SPEG
c.2831C>T
p.A944V
EAEGGLCRLRILAAERGDAGFYTCK[p.A
YTCKVVNEY,DAGFYTCKV,FYTCKVVNEY
CRC





944V]VVNEYGARQCEARLEVRAHPESR







SLA




SPEG
c.2975_29
p.A992fs
AVLAPLQDVDVGAGEMALFECLVAG[p.
FECLVAGAH,ALFECLVAGA
KIRC



76insG

A992fs]AH*




SPEN
c.2407_240
p.E803fs
RLERYTKNEKTDKERTFDPERVERE[p.E
TLNTEGKSGK
GBM



8de|GA

803fs]TLNTEGKSGKGQN*




SPESP1
c.363C>G
p.F121L
EETTTFPTGGFTPEIGKKKHTESTP[p.F1
KKHTESTPL,KHTESTPLW,TESTPLWSI,KKKHTESTPL,KKHT
BLCA





21L]LWSIKPNNVSIVLHAEEPYIENEEPE
ESTPLW



SPG20
c.696de|T
p.F232fs
QPPPLETLGLDADELILIPNGVQIF[p.F2
IPNGVQIFL,LIPNGVQIFL
STAD





32fs]L*




SPIN2B
c.448A>G
p.M150V
ANTIIGKAVEHMFEGEHGSKDEWRG[p.
KDEWRGVVL,VVLAQAPIM,DEWRGVVLA,VVLAQAPIMK,
TGCT





M150V]VVLAQAPIMKAWFYITYEKDP
SKDEWRGVVL,RGVVLAQAPI,DEWRGVVLAQ






VLYMY




SPIN4
c.512A>G
p.Y171C
PVMDTWFYITYEKDPVLYMYTLLDD[p.
YMYTLLDDC,YMYTLLDDCK
LUAD





Y171C]CKDGDLRIIPDSNYYFPTAEQEP







GEV




SPINT1
c.947C>T
p.A316V
LREEECILACRGVQGGPLRGSSGAQ[p.
VTFPQGPSM,GSSGAQVTF,RGSSGAQVTF,AQVTFPQG
GBM





A316V]VTFPQGPSMERRHPVCSGTCQ
PS






PTQFR




SPOP
c.148G>A
p.E50K
TQIKVVKFSYMWTINNFSFCREEMG[p.
KVIKSSTFS,GKVIKSSTF,FSFCREEMGK,MGKVIKSSTF
UCEC





E50K]KVIKSSTFSSGANDKLKWCLRVN







PKG




SPOP
c.304T>G
p.F102V
DEESKDYLSLYLLLVSCPKSEVRAK[p.F1
KSEVRAKVK,RAKVKFSIL,KVKFSILNA,SEVR
PRAD





02V]VKFSILNAKGEETKAMESQRAYRF
AKVKF,KVKFSILNAK,RAKVKFSILN,EVRAKVKFSI,KSE






VQ
VRAKVKF,VRAKVKFSIL,AKVKFSILNA,CPKSEVRAKV



SPOP
c.305T>G
p.F102C
DEESKDYLSLYLLLVSCPKSEVRAK[p.F1
KSEVRAKCK,RAKCKFSIL,KCKFSILNA,SEVRAKCKF,
PRAD





02C]CKFSILNAKGEETKAMESQRAYRF
RAKCKFSILN,KCKFSILNAK,EVRAKCKFSI,KSEVRAKCKF,






VQ
VRAKCKFSIL



SPOP
c.391T>G
p.W131G
ILNAKGEETKAMESQRAYRFVQGKD[p.
QGKDGGFKK,GGFKKFIRR,GKDGGFKKF,RFVQGKDGGF
PRAD





W131G]GGFKKFIRRDFLLDEANGLLPD







DKLT




SPOP
c.397T>A
p.F133I
NAKGEETKAMESQRAYRFVQGKDWG[p.
FVQGKDWGI,DWGIKKFIR,WGIKKFIRR,GKDWGIKKF,RFV
PRAD





F133I]IKKFIRRDFLLDEANGLLPDDKL
QGKDWGI,DWGIKKFIRR






TLF




SPOP
c.397T>G
p.F133V
NAKGEETKAMESQRAYRFVQGKDWG[p.
FVQGKDWGV,DWGVKKFIR,GKDWGVKKF,DWGVKKFIRR
PRAD





F133V]VKKFIRRDFLLDEANGLLPDD







KLTLF




SPOP
c.398T>G
p.F133C
NAKGEETKAMESQRAYRFVQGKDWG[p.
DWGCKKFIR,GKDWGCKKF,DWGCKKFIRR
PRAD





F133C]CKKFIRRDFLLDEANGLLPDDK







LTLF




SPOP
c.399C>G
p.F133L
NAKGEETKAMESQRAYRFVQGKDWG[p.
FVQGKDWGL,DWGLKKFIR,GKDWGLKKF,LKKFIRRDF,FV
PRAD





F133L]LKKFIRRDFLLDEANGLLPDDK
QGKDWGLK,RFVQGKDWGL,DWGLKKFIRR






LTLF




SPTA1
c.5195A>C
p.K1732T
EKLKEAYALFQFFQDLDDEESWIEE[p.K
WIEETLIRV,EESWIEETL,SWIEETLIRV,TLIRVSSQDY,ESWIE
STAD





1732T]TLIRVSSQDYGRDLQGVQNLLK
ETLIR,DEESWIEETL,EESWIEETLI






KHKR




SPTA1
c.6032C>T
p.A2011V
PEITDLKDKLISAQHNQSKAIEERY[p.A2
RYVALLKRW,AIEERYVAL,KAIEERYVA,IEERYVALL,AIEERY
GBM





011V]VALLKRWEQLLEASAVHRQKLLE
VALL,KAIEERYVAL






KQL




SPTA1
c.6727G>T
p.D2243Y
DLGDNLEDALILDIKYSTIGLAQQW[p.D
LAQQWYQLY,GLAQQWYQL,QQWYQLYQL,WYQLYQLGL,
LUAD





2243Y]YQLYQLGLRMQHNLEQQIQAK
AQQWYQLYQ,STIGLAQQWY,AQQWYALYQL,QWYQLYQ






DIKGV
LGL,GLAQQWYQLY,WYQLYQLGLR,YQLYQLGLRM



SPTA1
c.7099G>T
p.G2367C
FLIDKESENIKSSDEIENAFQALAE[p.G2
ALAECKSYI,QALAECKSY,ALAECKSYIT,NAFQALAECK,FQA
LUAD





367C]CKSYITKEDMKQALTPEQVSFCA
LAECKSY,CKSYITKEDM






THM




SPTB
c.256C>T
p.R86C
KWVNSHLARVSCRITDLYKDLRDGR[p.
RLLIKLLEV,LLIKLLEVL,RDGRLLIKL,RLLIKLLEVL,DLRDGRLL
CRC





R86C]LLIKLLEVLSGEMLPKPTKGKMRI
IK






HC




SPTB
c.5591C>T
p.T1864I
AFERELHLLGVQVQQFQDVATRLQT[p.
ATRLQTVYA,VATRLQTVY,DVATRLQTV,RLQTVYAGEK,VY
KIRC





T1864I]VYAGEKAEAIQNKEQEVSAAW
AGEKAEAI,ATRLQTVYAG,TVYAGEKAEA,DVATRLQTVY,L






QALLD
QTVYAGEKA



SPTBN4
c.5978C>T
p.A1993V
ADKPRDVSSVEVLMNYHQGLKTELE[p.
ELEVRVPEL,TELEVRVPE,GLKTELEVRV,HQGLKTELEV,TEL
CRC





A1993V]VRVPELTTCQELGRSLLLNKSA
EVRVPEL,LEVRVPELTT






MADE




SPTLC3
c.290G>A
p.R97K
IGTLFGYLRDFLRNWGIEKCNAAVE[p.R
KKEQKDFVPL
SKCM





97K]KKEQKDFVPLYQDFENFYTRNLYM







RI




SPTY2D1
c.1454de|C
p.P485fs
GSSRGPGRPVSSPHELRRPVSGLGP[p.P
GPRGGLSVA,GLGPRGGLSV,GPRGGLSVAL
STAD





485fs]RGGLSVALGDP*




SRCAP
c.5625_562
p.Q1875fs
RSGPPSPPSTATSFGGPRPRRQPPP[p.
GLPGGKAEA,RQPPPTTSF,TSFPFLSGL,RPRRQPPPT,FPFLS
KIRP



6insC

Q1875fs]TTSFPFLSGLPGGKAEAAAV*
GLPG,FLSGLPGGKA,GLPGGKAEAA,TTSFPFLSGL,RPRRQP







PPTT,QPPPTTSFPF,RRQPPPTTSF,FPFLSGLPGG



SRCAP
c.5626_562
p.P1876fs
RSGPPSPPSTATSFGGPRPRRQPPP[p.P
GLPGGKAEA,RQPPPTTSF,TSFPFLSGL,RPRRQPPPT,FPFLS
STAD



7insC

1876fs]TTSFPFLSGLPGGKAEA
GLPG,FLSGLPGGKA,GLPGGKAEAA,TTSFPFLSGL,RPRRQP






AAV*
PPTT,QPPPTTSFPF,RRQPPPTTSF,FPFLSGLPGG



SRCIN1
c.2595de|C
p.P865fs
LSQSPKKVTAETDFNKSVDFEMPPP[p.
FEMPPPAPR,VDFEMPPPA,DFEMPPPAPR
STAD





P865fs]APR*




SREBF2
c.2289de|C
p.H763fs
LSRAQSLCGPEHSAVPDSLRWLCHP[p.
RWLCHPWAR,RSFSWSGAG,HPWARSFSW,SLRWLCHPW,LCH
STAD





H763fs]WARSFSWSGAGL*
PWARSF,SLRWLCHPWA,CHPWARSFSW,RW







LCHPWARS,WARSFSWSGA,RSFSWSGAGL,HPWARSFSWS,







WLCHPWARSF,DSLRWLCHPW



SRGAP1
c.182C>T
p.T61M
EQQTEMRVQLLQDLQDFFRKKAEIE[p.
MEYSRNLEK,KKAEIEMEY,IEMEYSRNL,RKKAEIEMEY,MEY
MM





T61M]MEYSRNLEKLAERFMAKTRSTK
SRNLEKL






DHQQ




SRPRB
c.40G>A
p.G14S
MASADSRRVADGG[p.G14S]SAGGTF
SAGGTFQPY,GSAGGTFQPY,ADGGSAGGTF
BLCA





QPYLDTLRQELQQTDPTLLS




SRRM2
c.6769G>T
p.A2257S
IPAASAAAMNLASARTPAIPTAVNL[p.
NLSDSRTPA,NLSDSRTPAA
TGCT





A2257S]SDSRTPAAAAAMNLASPRTAV







APSAV




SRSF11
c.51_52ins
p.G17fs
MSNTTVVPSTAGPGPSGG[p.G17fs]A
RWRRWWWRR,RWWWRRRRR,GARWRRWWWR,RWR
PRAD



G

RWRRWWWRRRRRHRGNPGD*
RWWWRRR,RWWWRRRRRH,WWWRRRRRHR



SSPO
c.12593de|
p.S4198fs
PRGQQSRFRSSTSGSWAPECREEQS[p.
ALAPAPWGT,ALSPRAHPC,RASPALSPR,SASGAPAPR,QSR
PRAD



C

S4198fs]RASPALSPRAHPCACRALAPA
ASPALS,RAHPCACRA,RGSASGAPA,SPALSPRAH,SPRAHP






PWGTAGCRGSASGAPAPRRV*
CAC,APAPWGTAG,EQSRASPAL,CRALAPAPW,EEQSRASP







A,ALAPAPWGTA,ALSPRAHPCA,GSASGAPAPR,







RASPALSPRA,RAHPCACRAL,REEQSRASPA,EEQSRAS







PAL,ACRALAPAPW



ST18
c.2334C>A
p.H778Q
KTLKSLMAANSQELKCPTPGCDGSG[p.
GSGQVTGNY,GQVTGNYAS,QVTGNYASHR,GQVTGNYAS
LUAD





H778Q]QVTGNYASHRSLSGCPRARKG
H






GVKMT




ST6GA
c.1061G>A
p.S354N
ELNYSLVQKVVTRFPPVPQQQLLLA[p.S
LLANLPAGS,QQQLLLANL,LANLPAGSL,LLANLPAGSL,
TGCT


LNAC1


354N]NLPAGSLRCITCAVVGNGGILNN
NLPAGSLRCI,LANLPAGSLR,QQLLLANLPA






SHM




STAB1
c.3358_335
p.P1120fs
ASVDVADLLATNGVLHILSQVLLPP[p.P
GLGACLQPL,RGCARWAGV,CARWAGVAA,RWAGVAAAA,
STAD



9insC

1120fs]PRGCARWAGVAAAAGLGACL
IAAAPWVGA,QPLPGIAAA,ARWAGVAAA,LQPLPGIAA,






QPLPGIAAAPWVGAPD*
LPGIAAAPW,GIAAAPWVGA,RGCARWAGVA,CAR







WAGVAAA,LLPPPRGCAR,ARWAGVAAAA,AAAAGLGACL,







AGLGACLQPL,LQPLPGIAAA,LPPPRGCARW,







LPGIAAAPWV



STAC3
c.349G>T
p.G117W
FKDHFFKKPKFCDVCARMIVLNNKF[p.
VLNNKFWLR,WLRCKNCKT,IVLNNKFWLR,RMIVLNNKFW,
LUAD





G117W]WLRCKNCKTNIHEHCQSYVE
KFWLRCKNCK,MIVLNNKFWL






MQRCFG




STAM
c.427T>C
p.Y143H
TDELKNDLLKKYNVEYQEYLQSKNK[p.Y
KHKAEILKK,YLQSKNKHKA,KNKHKAEILK,SKNKHKAEIL
TGCT


BPL1


143H]HKAEILKKLEHQRLIEAERKRIAQ







MR




STARD8
c.1985G>C
p.G662A
RRNKTPDYRGQHVFGVPPLIHVQRT[p.
HVQRTAQPL,RTAQPLPQSI,IHVQRTAQPL
TGCT





G662A]AQPLPQSIQQAMRYLRSQCLD







QVGIF




STAT2
c.1466_146
p.P489fs
AWASVLWFNLLSPNLQNQQFFSNPP[p.
LLCWPRPQL,AVLLLCWPR,FSNPPNGPL,ELAGPCSQL,NPP
STAD



7insC

P489fs]NGPLELAGPCSQLAVLLLCWP
NGPLEL,WPRPQLRPA,RPQLRPAEH,QQFFSNPPN,AEHAE






RPQLRPAEHAEKQAVRAEL*
KQAV,LLLCWPRPQL,QLRPAEHAEK,SQLAVLLLCW,LAVLL







LCWPR,LLCWPRPQLR,ELAGPCSQLA,WPRPQLRPAE,RPQ







LRPAEHA,RPAEHAEKQA,QQFFSNPPNG,FFSNPPNGPL,LE







LAGPCSQL,AEKQAVRAEL



STAT3
c.1982A>T
p.D661V
SVEPYTKQQLNNMSFAEIIMGYKIM[p.
IIMGYKIMV,IMGYKIMVA,IMVATNILV,KIMVATNIL,YKIM
HNSC





D661V]VATNILVSPLVYLYPDIPKEEAFG
VATNI,IIMGYKIMVA,KIMVATNILV,IMGYKIMVAT,GYKIM






KY
VATNI,EIIMGYKIMV,YKIMVATNIL,IMVATNILVS,







VATNILVSPL



STAT5B
c.1101_110
p.P367fs
KTQTKFAATVRLLVGGKLNVHMNPP[p.
HMNPPPGEGH
STAD



2insC

P367fs]PGEGHHHQ*




STAT6
c.1061_106
p.P354fs
QVLKTQTKFQAGVRFLLGLRFLGAP[p.P
LLCPVQEPA,ASGSWGWSR,SGSWGWSRK,SWGWSRKH
KIRC



2insC

354fs]SQASAGQGRHGDREAGAGAEC
W,RFLGAPSQA,WSRKHWRNH,WGWSRKHWR,REAGAG






ASGSWGWSRKHWRNHQQHCALGEQ
AEC,RNHQQHCAL,CALGEQHSW,GEQHSWELL,EQHSWE






HSWELLLCPVQEPASQEDQAV*
LLL,WELLLCPVQ,FLGAPSQASA,ALGEQHSWEL,HSWELLLCPV,







LLLCPVQEPA,CASGSWGWSR,ASGSWGWSRK,HWR







NHQQHCA,SWGWSRKHWR,LRFLGAPSQA,SQASAGQGRL







H,REAGAGAECA,AGAECASGSW,AECASGSWGW,GSWG







WSRKHW,RKHWRNHQQH,WRNHQQHCAL,QQHCALGE







QH,GEQHSWELL



STAT6
c.1402G>C
p.D468H
LGPGKLPIQLQALSLPLVVIVHGNQ[p.D
HGNQHNNAK,NQHNNAKAT,NQHNNAKATI
DLBCL





468H]HNNAKATILWDNAFSEMDRVPF







VVAE




STK11
c.837de|C
p.G279fs
EGDNIYKLFENIGKGSYAIPGDCGP[p.G
YAIPGDCGPR,IPGDCGPRSL
LUSC





279fs]RSLTC*




STK11IP
c.464C>A
p.A155E
PLHCLHGLRGIYSQLETLICSRSLQ[p.A1
SLQELEELL,QELEELLSA,LICSRSLQEL,RSLQELEELL,LQELEE
KIRC





55E]ELEELLSACGGDFCSALPWLALLSA
LLSA,QELEELLSAC






N




STK19
c.265G>A
p.D89N
RGARPGGGDAGGTPGETVRHCSAPE[p.
SAPENPIFR,NPIFRFSSL,CSAPENPIF,CSAPENPIFR,SAPEN
SKCM





D89N]NPIFRFSSLHSYPFPGTIKSRDMS
PIFRF,RHCSAPENPI,HCSAPENPIF,NPIFRFSSLH






WK




STK19
c.52_53ins
p.R18fs
MQKWFSAFDDAIIQRQWR[p.R18fs]G
IIQRQWRGK,LPGRGRCEL,QRQWRGKPL,RQWRGKPLP,AI
PRAD



G

KPLPGRGRCELHEGG*
IQRQWRGK,QWRGKPLPGR,RGKPLPGRGR,IQRQWRGKP







L,RQWRGKPLPG



STOML3
c.256G>T
p.D86Y
VVFRLGRIQADKAKGPGLILVLPCI[p.D8
ILVLPCIYV,VLPCIYVFV,YVFVKVDLR,LVLPCIYVF,IYVFVKV
LUAD





6Y]YVFVKVDLRTVTCNIPPQEILTRDSV
DL,LILVLPCIY,LILVLPCIYV,LVLPCIYVFV,VLPCIYVFVK,ILVL







PCIYVF,GLILVLPCIY,IYVFVKVDLR,LPCIYVFVKV



STON1-
c.1352A>G
p.N451S
KVTKEGKFVESAVITQIYCLCFVNG[p.N
CLCFVNGSL,FVNGSLECF,GSLECFLTL,FVNGSLECFL,CFVN
TGCT


GTF2A


451S]SLECFLTLNDLELPKRDESYYEKDS
GSLECF



1L


E




STRA6
c.203A>G
p.Q68R
QPAGNQTSPGATEDYSYGSWYIDEP[p.
GSWYIDEPR
BRCA





Q68R]RGGEELQPEGEVPSCHTSIPPGL







YHA




STRADA
c.997de|C
p.R333fs
EELTMSPSRSVANSGLSDSLTTSTP[p.R
TLWSSAFSA,WSSAFSATR,VTRPPTPTT,ATRMPGPVP,TTL
STAD





333fs]GPPTVTRPPTPTTEPSPPTSTTL
WSSAFS,STTLWSSAF,SSAFSATRM,TRMPGPVPA,MPGPV






WSSAFSATRMPGPVPAPS*
PAPS,SPPTSTTLW,TLWSSAFSAT,FSATRMPGPV,TTLWSS







AFSA,ATRMPGPVPA,STPGPPTVTR,LWSSAFSATR,TTSTP







GPPTV,EPSPPTSTTL,TSTTLWSSAF,WSSAFSATRM



STRN3
c.654G>T
p.K218N
LDVRSQRVRSLLGLSNSEPNGSVET[p.K
ETNNLEQIL,VETNNLEQI,VETNNLEQIL
UCEC





218N]NNLEQILNGGESPKQKGQEIKRS







SGD




STT3B
c.1747G>T
p.D583Y
TSNAYSSPSVVLASYNHDGTRNILD[p.D
ILDYFREAY,NILDYFREA,DYFREAYFW,YFREAYF
CRC





583Y]YFREAYFWLRQNTDEHARVMS
WL,GTRNILDYF,LDYFREAYF,GTRNILDYFR,






WWDYG
DYFREAYFWL,YFREAYFWLR,NILDYFREAY,







ILDYFREAYF



STX2
c.320G>T
p.R107L
KKTANKIRAKLKAIEQSFDQDESGN[p.R
DESGNLTSV,LTSVDLRIRR
LUAD





107L]LTSVDLRIRRTQHSVLSRKFVEAM







AE




STX2
c.756de|A
p.K252fs
MINNIERNVMNATDYVEHAKEETKK[p.
NIRARQEGK,ETKKLSNIR
STAD





K252fs]LSNIRARQEGKSG*




STXBP6
c.274G>A
p.D92N
QFEGSTSFVRRSQWMLEQLRQVNGI[p.
RQVNGINPN,NPNGDSAEF,RQVNGINPNG
UCEC





D92N]NPNGDSAEFDLLFENAFDQWV







ASTAS




SULT1C4
c.254G>A
p.R85Q
WTQEIVELIQNEGDVEKSKRAPTHQ[p.
QQFPFLEMK,QFPFLEMKI,APTHQQFPF,HQQFPFLEM,KR
CRC





R85Q]QFPFLEMKIPSLGSGLEQAHAM
APTHQQF,HQQFPFLEMK,RAPTHQQF






PSPR
PF,KSKRAPTHQQ,APTHQQFPFL,SKRAPTHQQF,THQQFPFL







EM,QQFPFLEMKI



SULT1E1
c.230G>A
p.R77Q
WVSEIVYMIYKEGDVEKCKEDVIFN[p.R
VIFNQIPFL,DVIFNQIPF,KEDVIFNQI,DVIFNQIPFL
UCEC





77Q]QIPFLECRKENLMNGVKQLDEMN







SPR




SUMF2
c.329G>A
p.G110E
IFPVTNKDFRDFVREKKYRTEAEMF[p.G
EMFEWSFVF,EWSFVFEDF,AEMFEWSFV,FEWSFVFED,EA
LUAD





110E]EWSFVFEDFVSDELRNKATQPM
EMFEWSF,TEAEMFEWS,AEMFEWSFVF,EAEMFEWSFV,T






KSVL
EAEMFEWSF,FEWSFVFEDF



SUN3
c.1016C>A
p.P339Q
TFELQHAVSEYLLCVKLNIFSNWGH[p.P
FSNWGHQKY,IFSNWGHQK,HQKYTCLYR,GHQKYTCLY,W
LUAD





339Q]QKYTCLYRFRVHGTPGKHI*
GHQKYTCLQKYTCLYRF,NIFSNWGHQ,HQKYTCLYRF,IFSNWG







HQKY,WGHQKYTCLY



SUN3
c.370C>A
p.L124I
LRMPKEQLELLKKESQNLENNFRQI[p.L
QIIFLIEQI,NFRQIIFLI,LENNFRQI,RQIIFLIEQ,RQIIFLIEQI,
UCEC





124I]IFLIEQIDVLKALLRDMKDGMDNN
IFLIEQIDVL,LENNFRQIIF






HN




SUN3
c.382G>A
p.E128K
KEQLELLKKESQNLENNFRQILFLI[p.E1
FLIKQIDVL,KQIDVLKAL,LIKQIDVLK,ILFLIKQIDV,KQIDVLK
CRC





28K]KQIDVLKALLRDMKDGMDNNHN
ALL,RQILFLIKQI,FLIKQIDVLK,NFRQILFLIK,IKQI






WNTH
DVLKAL



SUPT6H
c.2869G>A
p.A957T
SSDEDILCLKFHPLQEHVVKEELLN[p.A9
TLYCEFINR,LLNTLYCEF,VKEELLNTL,KEELLNTLY,LLNTLYC
CRC





57T]TLYCEFINRVNEVGVDVNRAIAHP
EFI,TLYCEFINRV,NTLYCEFINR,ELLNTLYCEF,VKEELLNTLY






YS




SUSD1
c.1027C>T
p.R343C
SRRINPKISYVISIKGQRLDPMESV[p.R3
MESVCEETV,CEETVNLTT
UCEC





43C]CEETVNLTTDSRTPEVCLALYPGTN







Y




SUSD5
c.1538C>T
p.T513M
YELTSSTLEILTVNTVKQTPNHIPS[p.T51
TPNHIPSMI,SMIMATTQP,MIMATTQPP,IPSMIMATT,MI
GBM





3M]MIMATTQPPVETTVPEIQDSFPYLL
MATTQPPV,KQTPNHIPSM,QTPNHIPSMI,TPNHIPSMIM,






S
SMIMATTQPP



SV2A
c.412de|G
p.E138fs
MADGAPLAGVRGGLSDGEGPPGGRG[p.
SMKPSYGSV,KPSYGSVAT,WPNSMKPSY,NEKNWPNSM,
STAD





E138fs]RHNDGKNEKNWPNSMKPS
MKPSYGSVA,AASSGHCIL,SMKPSYGSVA,GGRGRHNDGK,






YGSVATAASSGHCILCLVWR*
NWPNSMKPSY,NSMKPSYGSV,KPSYGSVATA,KNEKNWP







NSM,MKPSYGSVAT,TAASSGHCIL,SGHCILCLVW



SV2C
c.179C>A
p.P60Q
DRAQDEYTQRSYSRFQDEEDDDDYY[p.
YYQAGETYNG,DDYYQAGETY
LUAD





P60Q]QAGETYNGEANDDEGSSEATEG







HDED




SVIL
c.278T>C
p.M93T
EKQTRSKYCTETSGVHGDSPYGSGT[p.
TTDTHSLESK
KIRC





M93T]TDTHSLESKAERIARYKAERRRQ







LAE




SVIL
c.5586de|G
p.G1862fs
EERGAQVQVLQGKEPPCFLQCFQGG[p.
KGICWKWPV,PWKGICWKW,CTRGGGKRK,RGGGKRKKK,
STAD





G1862fs]WWCTRGGGKRKKKMCKVS
CWKWPVTVA,FQGGWWCTR,LQCFQGGWW,CKVSGGCT






GGCTACVERCPWKGICWKWPVTVAA*
A,WKWPVTVAA,VERCPWKGI,KVSGGCTACV,GICWKWP







VTV,TACVERCPWK,CFLQCFQGGW,GWWCTRGGGK,CTR







GGGKRKK,GGKRKKKMCK,CWKWPVTVAA,CFQGGWWC







TR,CPWKGICWKW



SYCP2
c.1422A>T
p.K474N
KPSKYIKNSDKGNRNNSQLEKTTPS[p.K
KTTPSNRKM,NRKMSEASM,TPSNRKMSEA,
HNSC





474N]NRKMSEASMIVSGADRYTMRSP
SQLEKTTPSN,SNRKMSEASM






VLFS




SYMPK
c.1007C>G
p.A336G
HPASLEFQAQITTLLVDLGTPQAEI[p.A3
IGRNMPSSK,PQAEIGRNM,AEIGRNMPS,TPQAEIGRNM,
TGCT





36G]GRNMPSSKDTRKRPRDDSDSTLK
AEIGRNMPSS






KMK




SYN2
c.99_101de|
p.A34de|
LSDSSFIANLPNGYMTDLQRPEPQQ[p.
LQRPEPQQPT
BLCA,KIRP,



AGC

A34de|]PTPPPPGPGAASAAAPPTASP

PRAD





GPERTPP




SYNDIG1
c.403G>T
p.D135Y
CCETTFIEDRSPTKDSLEYPDGKFI[p.D1
YLSADDIKI,FIYLSADDI,YPDGKFIYL,FIYLSADDIK,EYPDG
LUAD





35Y]YLSADDIKIHTLSYDVEEEEEFQELE
KFIYL,KFIYLSADDI,IYLSADDIKI,LEYPDGKFIY



SYNE2
c.9309G>T
p.K3103N
ESRRLNAQILSQRIEKAKCLCDEII[p.K31
CLCDEIINK,IINKLNENK,NKLNENKTF,CLCDEIINKL
CRC





03N]NKLNENKTFDDSFKEKEILQIKLNA







E




SYNGR4
c.506G>A
p.R169Q
QAAIAFTFFSILVWIFOAYLAFQDL[p.R1
LQNDAPVPY,FQDLQNDAPV,LQNDAPVPYK,DLQN
CRC





69Q]QNDAPVPYKRFLDEGGMVLTTLP
DAPVPY






LPS




SYNJ1
c.2041A>T
p.I681F
KTISRDNKYVLLASEQLVGVCLFVF[p.I6
FVFFRPQHA,GVCLFVFFR,VGVCLFVFF,FFRPQHAPF,VFFR
CLL





81F]FRPQHAPFIRDVAVDTVKTGMGG
PQHAPF,FFRPQHAPFI,VGVCLFVFFR






ATG




SYNJ2
c.2495A>C
p.K832T
WRKKHPFDKTAGELNLLDSDLDVDT[p.
TVRHTWSPG,TVRHTWSPGA
KIRC





K832T]TVRHTWSPGALQYYGRAELQA







SDHRP




SYNJ2
c.3331_333
p.P1111fs
HRSPSRSLSVPNRPRPPQPPQRPPP[p.P1
HLLRHPWTV,TVFNFADGK,TSQGSDWNK,RFNGEKVGF,RH
STAD



2insC

111fs]SNRFNGEKVGFRCVHLLRHPW
PWTVFNF,KVGFRCVHL,GFRCVHLLR,KTSTRSTSA,STRST






TVFNFADGKTSTRSTSATSQGSDWNK*
SATS,LLRHPWTVF,CVHLLRHPW,HPWTVFNFA,GEKVGFR







CV,VGFRCVHLLR,WTVFNFADGK,ATSQGSDWNK,HLLRH







PWTVF,LRHPWTVFNF,KVGFRCVHLL,GFRCVHLLRH,







KTSTRSTSAT,STRSTSATSQ,RFNGEKVGFR,NFADGKT







STR,PQRPPPSNRF,NRFNGEKVGF,RCVHLLRHPW



SYNM
c.1547G>A
p.R516Q
RTVILGKKTEVKATREQERNRPETI[p.R5
TIQTKPEEK,IQTKPEEKM,RNRPETIQTK,IQTKPEEKMF
UCEC





16Q]QTKPEEKMFDSKEKASEERNLRW







EEL




SYNPO
c.1856_185
p.G619fs
SSHLKGQAVPASKTGILEESMARRG[p.
GQPQIHVYF,MARRGQPQI,RGQPQIHVY,QPQIHVYFR,AQ
KIRC



7insC

G619fs]QPQIHVYFRGEAQGDPESRLA
GDPESRL,SMARRGQPQI,RGQPQIHVYF,MARRGQPQIH,R






GSGTDSG*
RGQPQIHVY



SYT4
c.1de|A
p.M1fs
[p.M1fs]WLRSPPAGKNLMKSPQWW
HLAWSSQSL,SLSLHGSAV,CLRELIFTL,LLHTSLCMC,SLCMC
STAD





GSSVHLAWSSQSLSLHGSAVRENHPSL
LREL,WLRSPPAGK,HTSLCMCLR,QWWGSSVHL,AVRENH






TRLLHTSLCMCLRELIFTLKT*
PSL,LTRLLHTSL,LSLHGSAVR,SPPAGKNLM,SPQWWGSSV,







RLLHTSLCM,KNLMKSPQW,PQWWGSSVH,WGSSVHLA







W,AWSSQSLSL,CMCLRELIF,RELIFTLKT,SLTRLLHTSL,LLHT







SLCMCL,SLCMCLRELI,CLRELIFTLK,WWGSSVHLAW,KSPQ







WWGSSV,AVRENHPSLT,SLSLHGSAVR,HPSLTRLLHT,LA







WSSQSLSL,GKNLMKSPQW,PQWWGSSVHL,VHLAWSSQ







SL,SQSLSLHGSA,SAVRENHPSL,RENHPSLTRL,TRLLHTSLC







M,LCMCLRELIF,SPQWWGSSVH



SYT7
c.1046C>T
p.T349M
TMKRNLNPIFNESFAFDIPTEKLRE[p.T3
KLREMTIII,IPTEKLREM,REMTIIITV,EMTIIITVM,MTIIITV
CRC





49M]MTIIITVMDKDKLSRNDVIGKIYLS
MDK,KLREMTIIIT,REMTIIITVM






W




SYT8
c.1117C>T
p.R373W
GARASGQPLQHWADMLAHARRPIAQ[p.
QWHPLRPAR,PIAQWHPLR,RPIAQWHPL,HARRPIAQW,A
ACC





R373W]WHPLRPAREVDRMLALQPR
QWHPLRPA,HARRPIAQWH,RPIAQWHPLR,AHARRPIAQ






LRLRLPL
W,RRPIAQWHPL



SYTL2
c.1320C>G
p.I440M
FPINGLHSHSEVLTARPQSMENSPT[p.
QSMENSPTM,PQSMENSPTM
BLCA





I440M]MNEPKDKSSELTRLESVLPRSPA







DEL




TAB3
c.632G>C
p.R211T
HIPRYSTNPITVTVSQNLPSGQTVP[p.R
QTVPTALQI,LPSGQTVPT,TALQILPQI,GQTVPTALQI,LPSG
BLCA





211T]TALQILPQIPSNLYGSPGSIYIRQT
QTVPTA






S




TADA2B
c.199G>A
p.E67K
IGHHRRYHGYQLVDGGRFTLWGPEA[p.
FTLWGPEAK,EAKGGWTSR,RFTLWGPEAK
CESC





E67K]KGGWTSREEQLLLDAIEQFGFG







NWED




TAF1
c.2527C>T
p.R843W
SKDRPRRIRMEDIKKAFPSHSESSI[p.R8
IWKRLKLCA,HSESSIWKR,SESSIWKRL,FPSHSESSIW,WKR
UCEC





43W]WKRLKLCADFKRTGMDSNWWV
LKLCADF






LKSDF




TAF1A
c.514_515C
p.R172M
HGMLKDAKRNLSEAETWRHGENTSS[p.
SSMEILINL,SMEILINLI,NTSSMEILI,RHGENTSSM,GENTSS
SKCM



G>AT

R172M]MEILINLIQAYKGLLQYYTWSE
MEI,MEILINLIQ,SSMEILINLI,WRHGENTSSM,GENTSSMEI






KKMEL
L,MEILINLIQA



TAF1B
c.874C>T
p.R292C
GIESWPDYEDIYKKTVEVGTFLDLP[p.R
GTFLDLPCF,LDLPCFPDI,FLDLPCFPDI,VGTFLDLPCF
BLCA





292C]CFPDITEDCYLHPNILCMKYLMEV







NL




TAF1L
c.2553de|A
p.K851fs
QVFIYRLFWKSKDRPRRIRMEDIKK[p.K
DIKKPFLPI,RMEDIKKPF,MEDIKKPFL,KPFLPIQKAA,IRMED
STAD





851fs]PFLPIQKAASGRG*
IKKPF,RMEDIKKPFL



TAF5
c.388T>G
p.S130A
RQSKLREAEEALRREAGLLEEAVAG[p.S
LLEEAVAGA,EEAVAGAGA,GLLEEAVAGA,LEEAVAGAGA
ACC





130A]AGAPGEVDSAGAEVTSALLSRVT







ASA




TANK
c.1139C>T
p.S380L
LDSPGKAIRGPQQPIWKPFPNQDSD[p.
NQDSDLVVL,FPNQDSDLV,KPFPNQDSDL,FPNQDSDLVV
CRC





S380L]LVVLSGTDSELHIPRVCEFCQAV







FPP




TAOK2
c.2696_269
p.Q899fs
QRVEEELLALQTGRSERIRSLLERQ[p.Q
RIRSLLERQG
KIRC



7insG

899fs]GP*




TARBP1
c.2344C>G
p.L782V
VLTELINLHLKVGWKRGNPIWRVIS[p.L
RVISVLKNA,IWRVISVLK,NPIWRVISV,VLKNASIQHL,PIWR
LUSC





782V]VLKNASIQHLQEMDSGQEPTVG
VISVLK,NPIWRVISVL






SAIQ




TARS2
c.595G>A
p.E199K
RGSELPVLERICQELTAAARPFRRL[p.E1
AARPFRRLK,RLKASRDQL,RPFRRLKAS,AAARPFRRLK,AAR
LUAD





99K]KASRDQLRQLFKDNPFKLHLIEEKV
PFRRLKA,RPFRRLKASR,RLKASRDQLR,RRLKASRDQL






T




TARSL2
c.1097G>A
p.G366D
KGPHVRHTGKIKTIKIFKNSSTYWE[p.G
TYWEDNPEM,STYWEDNPEM,WEDNPEMETL
GBM





366D]DNPEMETLQRIYGISFPDNKMM







RDWE




TAS1R2
c.808C>T
p.R270C
PNQNMTSEERQRLVTIVDKLQQSTA[p.
KLQQSTACV,LQQSTACVV,STACVVVVF,QSTACVVVV,
CRC





R270C]CVVVVFSPDLTLYHFFNEVLRQ
QQSTACVVV,KLQQSTACVV,QQSTACVVVV,STACVVVV






NFTG
FS,LQQSTACVVV,QSTACVVVVF



TAS1R3
c.1573G>A
p.E525K
SRQCQEGQVRRVKGFHSCCYDCVDC[p.
CVDCKAGSY,CVDCKAGSYR
BLCA





E525K]KAGSYRQNPDDIACTFCGQDE







WSPER




TAS2R1
c.549C>A
p.F183L
KFFSQNATIQKEDTLAIQIFSFVAE[p.
QIFSFVAEL,FVAELSVPL,FSFVAELSV,ELSVPLLIF,AELSVPLLI,
CRC





F183L]LSVPLLIFLFAVLLLIFSLGR
IQIFSFVAEL,FVAELSVPLL,IFSFVAELSV,SF






HTRQM
VAELSVPL,LSVPLLIFLF,ELSVPLLIFL,FSFVAELSVP,







AELSVPLLIF



TAS2R16
c.531G>T
p.Q177H
IQLLTMEHLPRNSTVTDKLENFHQY[p.
QYHFQAHTV,HFQAHTVAL,LENFHQYHF,FHQYHFQAH,H
LUAD





Q177H]HFQAHTVALVIPFILFLASTIFL
QYHFQAHT,YHFQAFITVA,HQYHFQAHTV,KLENFHQYHF,






MAS
YHFQAHTVAL



TAS2R16
c.691G>A
p.V231I
QIQHHSTGHCNPSMKARFTALRSLA[p.
RSLAILFIV,FTALRSLAI,ILFIVFTSY,SLAILFIVF,ALRSLAILF,T
MM





V231I]ILFIVFTSYFLTILITIIGTLF
ALRSLAIL,ALRSLAILFI,FTALRSLAIL,SLAILFIVFT,RFTALRSL






DKRC
AI,TALRSLAILF,RSLAILFIVF,ILFIVFTSYF,AILFIVFTSY



TAS2R30
c.707_708
p.L236fs
HGKGSQDPSTKVHIKALQTVTSFLL[p.L
FLLVMCHLL,LVMCHLLSV,HLLSVHDHI,SFLLVMCHL,QTVT
KICH



insT

236fs]VMCHLLSVHDHISL*
SFLLV,TVTSFLLVM,VMCHLLSVH,LSVHDHISL,LLVMCHLL







SV,LLSVHDHISL,SFLLVMCHLL,QTVTSFLLVM,LVMCHLLS







VH,LQTVTSFLLV,TSFLLVMCHL



TAS2R38
c.932T>C
p.I311T
MAACPSGHAAILISGNAKLRRAVMT[p.
AVMTTLLWA,TLLWAQSSL,RAVMTTLLW,KLRRAVMTT,L
KIRC





I311T]TLLWAQSSLKVRADHKADSRTL
RRAVMTTL,RRAVMTTLL,KLRRAVMTTL,TLLWAQSSLK,RR






C*
AVMTTLLW,RAVMTTLLWA,TTLLWAQSSL,LRRAVMTTLL



TAS2R41
c.763G>A
p.A255T
TRALKSLISFLILYALSFLSLIIDA[p.A
FLSLIIDAT,LIIDATKFI,LSLIIDATK,SLIIDATKF,IDATKFISM,S
GBM





255T]TKFISMQNDFYWPWQIAVYLCISVHP
LIIDATKFI,LSLIIDATKF,IIDATKFISM,TKFISMQNDF



TAS2R8
c.294G>C
p.W98C
PDVYTKNKQQIVIFTFWTFANYLNM[p.
YLNMCITTC,FANYLNMCI,LNMCITTCL,CITTCLNVF,YLN
TGCT





W98C]CITTCLNVFYFLKIASSSHPLFLW
MCITTCL,NMCITTCLNV,TFANYLNMCI,CITTCLNVFY,






LK
MCITTCLNVF



TAS2R9
c.487G>C
p.E163Q
FLISLIISVPKNDDMWYHLFKVSHE[p.E1
HEQNITWKF,FKVSHEQNI,VSHEQNITW,VSHEQNITWK,K
BLCA





63Q]QNITWKFKVSKIPGTFKQLTLNLG
VSHEQNITW,SHEQNITWKF






VM




TAT
c.1100G>A
p.R367H
TLSFLKSNADLCYGALAAIPGLRPV[p.R3
GLRPVHPSG,PVHPSGAMY,RPVHPSGAM,HPSGAMYLM,
GBM





67H]HPSGAMYLMVGIEMEHFPEFEND
GLRPVHPSGA,RPVHPSGAMY,HPSGAMYLMV,AAIPGLRP






VEF
VH,LRPVHPSGAM



TBC1D1
c.212C>T
p.S71F
EVRRLSRQSTRKEPVTKQVRLCVSP[p.S
RLCVSPFGL,QVRLCVSPF,RLCVSPFGLR,KQVRLCVSPF,QV
BLCA





71F]FGLRCEPEPGRSQQWDPLIYSSIFEC
RLCVSPFG,VRLCVSPFGL



TBC1D1
c.830A>G
p.H277R
DGGLRSSGFFSSFEESDIENHLISG[p.H2
HLISGRNIV,DIENHLISGR
KIRC





77R]RNIVQPTDIEENRTMLFTIGQSEVYL




TBC1D12
c.1823T>A
p.F608Y
PDVGYVQGMSFIAAVLILNLEEADA[p.F
NLEEADAYI,AYIAFANLL,EADAYIAFA,DAYIAFANL,EEADA
KIRC





608Y]YIAFANLLNKPCQLAFFRVDHSM
YIAF,LNLEEADAY,LEEADAYIA,YIAFANLLNK,ILNLEEADAY,






MLK
DAYIAFANLL,LEEADAYIAF,EEADAYIAFA,ADAYIAFANL



TBC1D2B
c.2759G>A
p.R920Q
ILDARKLISISFGDLNPFPLRQIRN[p.R92
QIRNQRAYH,NQRAYHLEK,RQIRNQRAY,IRNQRAYHL,RQI
BLCA,KIRP,





0Q]QRAYHLEKVRLELTELEAIREDFLRE
RNQRAYH,QIRNQRAYHL,RNQRAYHLEK,LRQIRNQRAY,
PRAD






NQRAYHLEKV



TBC1
c.3697C>A
p.P123
DWAITFEQFLASLLTEPALVKYFDK[p.P
ALVKYFDKT,KTVCMMARI,KYFDKTVCM,YFDKTVCMM,AL
PRAD


D9

3T
1233T]TVCMMARITSAKNIRMMGKPL
VKYFDKTV,KYFDKTVCMM,VKYFDKTVCM






TSASD




TBCD
c.1426C>T
p.R476C
DEKRGACSVGTNVRDAACYVCWAFA[p.
YVCWAFACA,CAYEPQELK,VCWAFACAY,YVCWAFACAY,F
LUSC





R476C]CAYEPQELKPFVTAISSALVIA
ACAYEPQEL






AVFD




TBL1X
c.377de|A
p.N126fs
DKLAQQQAAAAAAAAAAASQQGSAK[p.
QMGRRMEHI,KTQQMGRRM,MGRRMEHIL,ASQQGSAK
STAD


R1


N126fs]MEKTQQMGRRMEHIL*
M,AKMEKTQQM,QQMGRRMEH,QQMGRRMEHI,SQQG







SAKMEK,AASQQGSAKM,QQMGRRMEH



TBX3
c.559C>T
p.H187Y
RYKFHNSRWMVAGKADPEMPKRMYI[p.
YIYPDSPAT,EMPKRMYIY,MYIYPDSPA,RMYIYPDSP,RMYI
BRCA





H187Y]YPDSPATGEQWMSKVVTFH
YPDSPA,PEMPKRMYIY






KLKLTNN




TBX4
c.1109de|C
p.S370fs
LDLPCKRSYLEAPSSVGEDHYFRSP[p.S3
RSPLPTTSK,GEDHYFRSPL
STAD





70fs]LPTTSKC*




TCEB3
c.922G>A
p.E308K
DLLSAFEAMTSQANPEALSAPALQE[p.
LSAPALQEK,KAAFPGRRV,LQEKAAFPG,ALSAPALQEK,AP
SKCM


C


E308K]KAAFPGRRVNAKMPVYSGSRP
ALQEKAAF






ACQLQ




TCF7
c.419A>C
p.H140P
GMYKETVYSAFNLLMHYPPPSGAGQ[p.
QPPQPQPPL,GQPPQPQPPL
KIRC





H140P]PPQPQPPLHKANQPPHGVPQ







LSLYEH




TCHP
c.515de|A
p.E172fs
KLREMELDLHQKHVVNSWEMQKEEK[p.
MQKEEKNSK,NSKKPPQSK,QSKRTNGMK,RTNGMKMNM,
STAD





E172fs]NSKKPPQSKRTNGMKMNM
KMNMKGPEG,MNMKGPEGR,NMKGPEGRR,SKRTNGM






KGPEGRR*
KM,RTNGMKMNMK,MQKEEKNSKK,KNSKKPPQSK,KMN







MKGPEGR,NSKKPPQSKR,MNMKGPEGRR,KRTNGMKMN







M,MKMNMKGPEG



TCOF1
c.4084_4086
p.K1366de|
GWESRKRKLSGDQPAARTPRSKKKK[p.
RSKKKKLGA,TPRSKKKKL,RSKKKKLGAG
PRAD



de|AAG

K1366de|]LGAGEGGEASVSPEKTSTTS







KGKAKRDK




TCOF1
c.791A>G
p.K264R
APAPGKVGDVTPQVKGGALPPAKRA[p.
ALPPAKRARK
LUAD





K264R]RKPEEESESSEEGSESEEEAPAG







TRS




TCTE1
c.380G>T
p.S127I
PEHQQKVLNHLSPDLPLAVTANLID[p.S
NLIDIENYWL,IENYWLRCCM,TANLIDIENY
LUAD





127I]IENYWLRCCMHRWPVCHVAHH







GGSWK




TCTEX
c.221C>T
p.S74L
HAVLKEELANAEYSPEEMPQLTKHL[p.S
MPQLTKHLL,QLTKHLLENI,LTKHLLENIK
CESC


1D2


74L]LENIKDKLKEMGFDRYKMVVQVVI







GE




TDO2
c.591G>C
p.Q197H
RVPYNRRHYRDNFKGEENELLLKSE[p.
LLLKSEHEK,LKSEHEKTL,NELLLKSEH,HEKTLLELV,LKSE
LUAD





Q197H]HEKTLLELVEAWLERTPGLEPH
HEKTLL,SEHEKTLLEL






GFNF




TDRD
c.828G>T
p.W276C
CLAEYHLGDYGHAWNRCWVLDRVDT[p.
DTCAVVMFI,RVDTCAVVM,CAVVMFIDF,VLDRVDTCAV,R
KIRC


10


W276C]CAVVMFIDFGQLATIPVQSL
VDTCAVVMF






RSLDSD




TDRD
c.965C>T
p.S322L
SLDSDDFWTIPPLTQPFMLEKDILS[p.S3
MLEKDILSL,SLYEVVHRI,LYEVVHRIL,LEKDILSLY,DILSLYEV
CRC


10


22L]LYEVVHRILKGKITGALNSAVTAPA
V,KDILSLYEV,MLEKDILSLY,FMLEKDILSL,SLYEVVHRIL,






S
ILSLYEVVHR,KDILSLYEVV



TEAD2
c.894_895
p.P298fs
DVRQIYDKFPEKKGGLRELYDRGPP[p.P
GQVLGGPEL,VLGGPELGPK,RELYDRGPPP
STAD



insC

298fs]PCLLPGQVLGGPELGPKW*




TECTB
c.85C>A
p.L29I
KAFVLLAIFAEASAKSCAPNKADVI[p.L2
VIIVFCYPK,APNKADVII,NKADVIIVF,IVFCYPKTI,KADVIIVF
CRC





9I]IVFCYPKTIITKIPECPYGWEVHQLA
CY,DVIIVFCYPK,APNKADVIIV,IVFCYPKTII



TEDD
c.498G>A
p.M166I
LLVLTAELWAPNMCHLQLMETFLIL[p.
LMETFLILI,ILIMGSWLM,IMGSWLMQA,METFLILIM,FLILI
CESC


M1


M166I]IMGSWLMQAGFILYRPVSGYP
MGSW,QLMETFLILI,FLILIMGSWL,LIMGSWLMQA,TFLILI






WQDDD
MGSW,ETFLILIMGS,LMETFLILIM,LILIMGSWLM



TEKT5
c.1202G>A
p.R401H
LLERSIMAKEGPLKVAQTRLECRTR[p.R
RTRHPNMEL,RTRHPNMELC,LECRTRHPNM,HPNMELCR
CRC





401H]HPNMELCRDIPQLKLVNEVFTID
DI






DTL




TET1
c.4415C>G
p.T1472S
AAVREIMENRYGQKGNAIRIEIVVY[p.T
VVYSGKEGK,RIEIVVYSGK,IVVYSGKEGK
TGCT





1472S]SGKEGKSSHGCPIAKWVLRRSS







DEEK




TEX15
c.4954G>C
p.E1652Q
ASSLQILQEETKVCLNILPLFVEAF[p.E16
FQRKQECSV
CESC





52Q]QRKQECSVEQILISRELLVDQNLW







NN




TFE3
c.1444_144
p.G482fs
SLKPEQLDIEEEGRPGAATFHVGGG[p.
ALFSVPCCL,ALRCPSGPA,RMRPRLFPH,RLFPHPPMR,SAA
STAD



5insG

G482fs]TCPECSPSAAPCTALRCPSGPA
PCTALR,LFPHPPMRL,LIRPHPSPG,PPGGPGRPL,CPVPTAG






LSQRPPGGPGRPLPPGAGGHSDGGGG
CL,SPALFSVPC,RPHPSPGTF,FPPRKGGPV,GPVRMRPRL,R






GGGGRTVGGCPVPTAGCLRSPALFSVP
PRLFPHPP,LRCPSGPAL,SQRPPGGPG,GCLRSPALF,LRSPA






CCLQGQQPPQQLQHGRGVLIRPHPSP
LFSV,QQLQHGRGV,LQHGRGVLI,MRLPCPGIL,HPSPGTFP






GTFPPRKGGPVRMRPRLFPHPPMRLPC
P,CLRSPALFSV,RLFPHPPMRL,ALRCPSGPAL,SQRPPGGPG






PGILGEEEM*
R,KGGPVRMRPR,RMRPRLFPHP,RPRLFPHPPM,HPSPGTF







PPR,SPSAAPCTAL,RPPGGPGRPL,PPRKGGPVRM,GPVRM







RPRLF,FPHPPMRLPC,AGCLRSPALF,LQGQQPPQQL,GQQ







PPQQLQH,QQLQHGRGVL,IRPHPSPGTF,CPGILGEEEM



TFG
c.1145C>T
p.A382V
YQPRPGFTSLPGSTMTPPPSGPNPY[p.
PYVRNRPPF,YVRNRPPFG,NPYVRNRPPF
CLL





A382V]VRNRPPFGQGYTQPGPGYR*




TFPI2
c.616C>T
p.R206C
RTCDAFTYTGCGGNDNNFVSREDCK[p.
CACAKALKK,KCACAKALK,CKCACAKAL,REDCKCACA,CAC
GBM





R206C]CACAKALKKKKKMPKLRFASRIR
AKALKKK,KCACAKALKK






KIR




TFPI2
c.664C>T
p.R222C
NFVSREDCKRACAKALKKKKKMPKL[p.
LCFASRIRK,CFASRIRKI,MPKLCFASR,KLCFASRIR,KKKMPK
BLCA





R222C]CFASRIRKIRKKQF*
LCF,KKMPKLCFA,KLCFASRIRK,KKKMPKLCFA,KMPKLCFA







SR,CFASRIRKIR,MPKLCFASRI,KKKKMPKLCF,KKMPKLCFAS



TFPT
c.755C>G
p.S252C
EALDSSWVSRGPDKLLPYPTLASPA[p.S
YPTLASPAC
BRCA





252C]CD*




TGFBR
c.722C>T
p.S241L
FGEVWRGKWRGEEVAVKIFSSREER[p.
RLWFREAEI,LWFREAEIY,SSREERLWF,EERLWFREA,FSSR
CRC


1


S241L]LWFREAEIYQTVMLRHENILGFI
EERLW,SSREERLWFR,IFSSREERLW,KIFSSREERL,RLWFRE






AAD
AEIY,FSSREERLWF,REERLWFREA



TGM6
c.1073de|C
p.T358fs
WNESWFARQDLGPSYNGWQVLDATP
RVMCTWLTM,VMCTWLTMA,WLTMAPSCL,LTMAPSCLR,
STAD





[p.T358fs]RRRVKVCSGAAQPQSPPSA
TMAPSCLRR,SVYTQTRRR,SLTSTSIRK,RLGDASAPR,TSLTS






RVMCTWLTMAPSCLRRSTPTTSPGCGT
TSIRK,TSIRKGPGK,RVKVCSGAA,SARVMCTWL,GTRMRAGSV,






RMRAGSVYTQTRRRLGDASAPRRWAV
RMRAGSVYT,QTRRRLGDA,ASAPRRWAV,SIRKGPGKR,






TPAWTSLTSTSIRKGPGKRGRCTARR*
QVLDATPRR,TTSPGCGTR,WTSLTSTSI,APSCLRRST,AVTP







AWTSL,TPRRRVKVC,AQPQSPPSA,TRMRAGSVY,RRWAV







TPAW,TPAWTSLTS,RVMCTWLTMA,LTMAPSCLRR,TSLTS







TSIRK,STSIRKGPGK,TWLTMAPSCL,RVKVCSGAAQ,SARV







MCTWLT,GTRMRAGSVY,RMRAGSVYTQ,RAGSVYTQTR,SVYTQT







RRRL,QVLDATPRRR,WLTMAPSCLR,WTSLTSTSIR,TSIRKGPGKR,







DASAPRRWAV,WAVTPAWTSL,RLGDASAPRR,QPQSPPSARV,APR







RWAVTPA,TPAWTSLTST,RRVKVCSGAA,







PQSPPSARVM,ARVMCTWLTM,AWTSLTSTSI,PPSARVMCTW



THAD
c.5822C>T
p.S1941L
RLLAFLEGKEGEDTLVLSVWDSYAE[p.S
SVWDSYAEL,ELRQLTLPR,YAELRQLTL,SVWDSYAELR,SYA
UCEC


A


1941L]LRQLTLPRTEAAC*
ELRQLTL,LSVWDSYAEL



THAP
c.860C>A
p.S287Y
EELNTNKESVIAIFVPAENSKPSVN[p.S2
VNYFISAQK,NSKPSVNYF,SVNYFISAQK,NSKPSVNYFI,KPS
CRC


5


87Y]YFISAQKETTEMEDTDIEDSLYKDVD
VNYFISA,AENSKPSVNY



THEM
c.50T>G
p.L17R
MLRSCAARLRTLGALC[p.L17R]RPPVG
ALCRPPVGR,TLGALCRPPV,RLRTLGALCR,RPPVGRRLPG
ACC


4


RRLPGSEPRPELRSFSSEEVI




THRA
c.1652A>G
p.K551R
YKAVQEKSSSPPPRKTSESRDKLGA[p.K
ESRDKLGAR,GARGDFPTGK
KIRC


P3


551R]RGDFPTGKSSFSITREAQVNVRM







DSF




THSD
c.268C>T
p.R90C
VCDWHSDLFQWEVSDWHHCVLVPYA
LVPYACGEV,VLVPYACGEV
GBM


7B


[p.R90C]CGEVKPRTAECVTAQHGLQH







RMVRCI




THSD
c.269G>A
p.R90H
VCDWHSDLFQWEVSDWHHCVLVPYA[p.
LVPYAHGEV,YAHGEVKPR,VLVPYAHGEV
CRC


7B


R90H]HGEVKPRTAECVTAQHGLQH







RMVRCI




THSD
c.376G>A
p.E126K
VTAQHGLQHRMVRCIQKLNRTVVAN[p.
LNRTVVANK,VANKICEHF,NKICEHFAL,KLNRTVVANK,VV
SKCM


7B


E126K]KICEHFALQPPTEQACLIPCPR
ANKICEHF






DCVV




TIAM1
c.739_740
p.G247
QLSTCQRANSLGDLYAQKNSGVTAN[p.
TANMGPGSK,KNSGVTANM,ANMGPGSKF,VTANMGPGS
TGCT



GG>AT
M
G247M]MGPGSKFAGYCRNLVSDIPNL
K,MGPGSKFAGY,QKNSGVTANM,TANMGPGSKF






ANHKMP




TIFAB
c.129C>A
p.D43E
GPSAFANVPPRLQHDTSPLLLGRGQ[p.
LLLGRGQEA,RGQEAHLQL,QEAHLQLQL,LLGRGQEAHL,E
LUAD





D43E]EAHLQLQLPRLSRRHLSLEPYLEK
AHLQLQLPR,GQEAHLQLQL






GS




TIGD4
c.935C>T
p.S312F
VESFPAHPEVKNLKSIELAFFPSCL[p.S3
CLFSKCIAM,LFSKCIAMK,LAFFPSCLF,FPSCLFSKC,AFFPSC
LUAD





12F]FSKCIAMKQGVIKSLKIKYRHCLIKK
LFSK,CLFSKCIAMK,ELAFFPSCLF,SCLFSKCIAM,FPSCLFSKC







I



TIMD4
c.455_457
p.T152de|
VRLNLQRASTTTHRTATTTTRRTTT[p.T
RTTTSPTTTR,TTRRTTTSPT
PRAD



de|CAA

152de|]SPTTTRQMTTTPAALPTTVVTT







PDLTTG




TIMM
c.249de|A
p.K83fs
GFLSGLLDNVKQELAKNKEMKESIK[p.K
ESIKNSVTR,KESIKNSVT,EMKESIKNSV,KEMKESIKNS
STAD


44


83fs]NSVTRPEG*




TIMP3
c.596_597
p.A199fs
YQSKHYACIRQKGGYCSWYRGWA
SWYRGWAPPG
STAD



insC

PP[p.A199fs]G*




TINAG
c.1207G>A
p.E403K
MQVREDFFHYKTGIYRHVTSTNKES[p.
VTSTNKESK,STNKESKKY,KKYRKLQTH,VTSTNKESKK,STN
MM





E403K]KKYRKLQTHAVKLTGWGTLRG
KESKKYR,HVTSTNKESK,KKYRKLQTHA






AQGQK




TLL1
c.158C>A
p.P53Q
CAGLDYDYTFDGNEEDKTETIDYKD[p.P
KDQCKAAVF,YKDQCKAAVF
LUAD





53Q]QCKAAVFWGDIALDDEDLNIFQID







RT




TLL1
c.458C>T
p.T153M
VKGKVPLQFSGQNEKNRVPRAATSR[p.
RAATSRMER,VPRAATSRM,MERIWPGGV,RMERIWPGGV,
CRC





T153M]MERIWPGGVIPYVIGGNFTGS
RVPRAATSRM,RAATSRMER,MERIWPGGVI






QRAMF




TLL2
c.2615C>T
p.S872L
LGRFCGSKKPDPTVASGSSMFLRFY[p.S
FLRFYLDAS,SSMFLRFYL,FYLDASVQR,LRFYLDASV,SMFLR
CRC





872L]LDASVQRKGFQAVHSTECGGRLK
FYLDA,FLRFYLDASV,RFYLDASVQR






AEV




TLN2
c.623C>T
p.S208L
REQGVDENETLLLRRKFFYSDQNVD[p.
FFYSDQNVDL
UCEC





S208L]LRDPVQLNLLYVQARDDILNGS







HPVS




TLR2
c.980A>T
p.D327V
RVIDPGKVETLTIRRLHIPRFYLFY[p.D32
YLFYVLSTL,YVLSTLYSL,VLSTLYSLT,FYLFYVLST,LFYVLSTLY,
CLL





7V]VLSTLYSLTERVKRITVENSKVFLVP
IPRFYLFYV,HIPRFYLFYV,YLFYVLSTLY,FYLFYVLSTL,FYVLS







TLYSL,RFYLFYVLST,IPRFYLFYVL



TLR4
c.1492T>G
p.L498V
LEVLKMAGNSFQENFLPDIFTELRN[p.L
DIFTELRNV,FTELRNVTF,TELRNVTFL,LRNVTFLDL,IFTELR
STAD





498V]VTFLDLSQCQLEQLSPTAFNSLSS
NVTF,ELRNVTFLDL






LQ




TM6S
c.44C>G
p.S15W
MSASAATGVFVLSL[p.S15W]WAIPVT
VLSLWAIPV,VFVLSLWAI,WAIPVTYVF,SLWAIPVTY,GVFV
BLCA


F1


YVFNHLAAQHDSWTIVGVAA
LSLWAI,FVLSLWAIPV,VLSLWAIPVT,SLWAIPVTYV,LWAIP







VTYVF,LSLWAIPVTY



TM9S
c.272G>A
p.R91H
RLDSVESVLPYEYTAFDFCQASEGK[p.R
HPSENLGQV,HPSENLGQVL,SEGKHPSENL
CRC


F2


91H]HPSENLGQVLFGERIEPSPYKFTFN







K




TMC5
c.826C>T
p.R276C
DYGSSETPKMTRGVLSRTSSIQPSF[p.R
SIQPSFCHR,SSIQPSFCHR,RTSSIQPSFC
SKCM





276C]CHRSDDPVGSLWGENDYPEGIE







MASM




TMCC
c.329G>A
p.R110H
EQTSRDGNVAEYLKLVNNADKQQAG[p.
QQAGHIKQV,HIKQVFEKK,QAGHIKQVF,AGHIKQVFEK,Q
CRC


3


R110H]HIKQVFEKKNQKSAHSIAQLQ
QAGHIKQVF,KQQAGHIKQV






KKLEQ




TMCO
c.43_44de|TC
p.S15fs
MSTSSSSSWDNLLESLS[p.S15fs]QHS
SLSQHSMEL,HSMELDTSK,MELDTSKFF,LESLSQHSM,SQH
BLCA


2


MELDTSKFFGRD*
SMELDT,SMELDTSKF,ELDTSKFFGR,ESLSQHSMEL,HSME







LDTSKF,LLESLSQHSM,SQHSMELDTS,SMELDTSKFF,MEL







DTSKFFG



TME
c.328G>C
p.A110P
AELLLLRGGIREGSLDLGHAPLGPY[p.A1
HAPLGPYPR,YPRGPHYDA,GPYPRGPHY,LGPYPRGPHY,YP
KIRC


M102


10P]PRGPHYDAGFTLLVPMFSLDGTEL
RGPHYDAG






QL




TME
c.879_881
p.P299de|
FPPPALSLELQPPPPQRNSVPPPPP[p.P
NSVPPPPPL,RNSVPPPPPL
PRAD


M121
de|GCC

299de|]LHGPPGRPHMSSPTRDPLDT*




TME
c.3955G>C
p.E1319Q
AHSPLEQHPQPPLPPPVPQPQEPQP[p.
PQRLSPAPL,QPQEPQPQRL,EPQPQRLSPA,QPQRLSPAPL
CESC


M131


E1319Q]QRLSPAPLAHPSHPERASSAR







HSSED




TME
c.1441C>T
p.R481C
EACDAVFVAGKESRGARGVRVDFWW[p.
RVDFWWCRLR,FWWCRLRASL,GVRVDFWWCR,
CRC


M132A


R481C]CRLRASLRLTVWAPLLPLRIEL
WWCRLRASLR,WCRLRASLRL,VRVDFWWCRL






TDTT




TME
c.1732C>T
p.R578W
GDSEEEEDDERRGRGCTLQYQHAMV[p.
YQHAMVWVL,MVWVLTQFV,AMVWVLTQF,LQYQHAMV
CRC


M132


R578W]WVLTQFVAEAAGPGGHLA
W,QYQHAMVWV,LQYQHAMVWV,YQHAMVWVLT,AM



D


HLLGSDWQ
VWVLTQFV,MVWVLTQFVA,WVLTQFVAEA,QYQHAMV







WVL,HAMVWVLTQF,TLQYQHAMVW



TME
c.618de|C
p.P206fs
SCRLQGDLGLCVAELELLSSWFSPP[p.P
AMGSGQATV,STTPCTQGV,LSSWFSPPR,SMSPGPPCR,GS
STAD


M132


206fs]RWLPGGGSPWTSRRGPPWSST
GASSFIR,SWFSPPRWL,TSRRGPPWS,GVREGTASG,KTRGE



D


TPCTQGVREGTASGKTRGEAMGSGQA
AMGS,RGSGASSFI,SGKTRGEAM,SSWFSPPRW,WLPGGG






TVTSMSPGPPCRGSGASSFIRHTGNPP*
SPW,WTSRRGPPW,SGQATVTSM,CRGSGASSF,GEAMGS







GQA,WLPGGGSPWT,LLSSWFSPPR,GVREGTASGK,TSMS







PGPPCR,RWLPGGGSPW,KTRGEAMGSG,RGSGASSFIR,ST







TPCTQGVR,SSTTPCTQGV,EAMGSGQATV,SPWTSRRGPP,







LSSWFSPPRW,SSWFSPPRWL,ASGKTRGEAM,GEAMGSG







QAT,GSGQATVTSM



TME
c.275C>T
p.A92V
FIGEFMKASVDVADLIGLNLVMSRN[p.
LVMSRNVGK,SRNVGKGEY,GLNLVMSRNV,MSRNVGKGE
GBM


M147


A92V]VGKGEYKIMVAALGWATAELIM
Y






SRCI




TME
c.241C>T
p.R81C
SFVTFLQPVRETQIIMRIFLNPSNF[p.R8
PSNFCNFTR,FLNPSNFCNF,NPSNFCNFTR
GBM


M156


1C]CNFTRTCQDITGEFKMCSSCLVCES







K




TME
c.425T>C
p.L142P
VYLVTEVYYNFMKPTQEMNISLVWC[p.
ISLVWCPLV,SLVWCPLVL,VWCPLVLSF,NISLVWCPL,CPLV
KIRC


M161


L142P]PLVLSFAIKVLFSLTTHYFKVEDG
LSFAI,NISLVWCPLV,ISLVWCPLVL,LVWCPLVLSF,MNISLV



B


GE
WCPL



TME
c.944G>A
p.R315Q
KDYIMNPPLGKESIPLMTEATFDTL[p.R
TLQLWLIIL,LQLWLIILL,EATFDTLQL,ATFDTLQLW,TLQLW
UCEC


M161


315Q]QLWLIILLCALRLAMMRSHLQAY
LIILL,QLWLIILLCA,ATFDTLQLWL,TFDTLQLWLI,TEATFDTL



B


LNL
QL,EATFDTLQLW



TME
c.993de|T
p.G331fs
LDNNAVNLFSSVLIALLLPTAAWGF[p.G
GFGPGGELY,WGFGPGGEL,GELYFISTG,GFGPGGELYF,W
BLCA


M19


331fs]GPGGELYFISTG*
GFGPGGELY



TME
c.419A>G
p.D140G
LFLIGAFLIIIGSLLLSGYISKGGA[p.D140
ISKGGAGRA,AGRAVPVLI,YISKGGAGR,SKGGAGRAV,YISK
KIRC


M230


G]GRAVPVLIIGILVFLPGFYHLRIAYY
GGAGRA,AGRAVPVLII



TME
c.382C>G
p.Q128E
EMELEKVRMEFELTRLKYLHEKNQR[p.
NQRERQHEV,YLHEKNQRER,NQRERQHEVV
ACC


M247


Q128E]ERQHEVVMEQLQRERQHEVV







MEQLQQ




TME
c.467de|T
p.F156fs
VVSYFPDKVALLQRKVEENRNSLFF[p.F
NSLFFSYCF,NRNSLFFSY,RNSLFFSYCF,ENRNSLFFSY
STAD


M41A


156fs]SYCF*




TME
c.690de|T
p.F230fs
RITPFLPNWFINITSPVINVPLKVF[p.
NVPLKVFLL,LKVFLLVLF,VPLKVFLLV,NVPLKVFLLV,VPLKV
STAD


M41B


F230fs]LLVLF*
FLLVL



TME
c.259G>A
p.G87S
ASLDIWHCESTLSSDWQIATLALLL[p.G
TLALLLSGA,ALLLSGAAI,LLLSGAAII,LLSGAAIIL,ALLLSGAAI
KIRC


M47


87S]SGAAIILIAFLVGLISICVGSRRRFY
I,LLLSGAAIIL,LLSGAAIILI,TLALLLSGAA,SGAAIILIAF,LALLL







SGAAI



TME
c.566G>A
p.R189Q
MELRFNTLAKCPHCKKISSVGSALP[p.R
SVGSALPQR,LPQRRCCAY,SSVGSALPQR,ALPQRRCCAY,L
CRC


M55A


189Q]QRRCCAYITIGMICIFIGVGLTVG
PQRRCCAYI






TP




TME
c.231de|A
p.K77fs
LIVKMAGRCKSGFDPRHGSHNIKKK[p.
IKKKPGTSL,NIKKKPGTSL,KKPGTSLQCY
KIRP


M60


K77fs]PGTSLQCYLN*




TME
c.188G>A
p.R63Q
DSLDGYHSFECGSIDPLTGSHYTCR[p.R
HYTCRQSPR,RQSPRLLTN,SHYTCRQSPR,QSPRLLTNGY,R
BRCA


M71


63Q]QSPRLLTNGYYIWTEDSFLCDKDG
QSPRLLTNG






NI




TME
c.374G>A
p.R125Q
CNCCSQELETSFTYVDKNINLEQRN[p.R
RNQSSPSAK,EQRNQSSPSA
CRC


M74


125Q]QSSPSAKGHNHPGELGWENPN







EWSQE




TME
c.481_482
p.P161fs
ERQPQEDLIVRCEAGEGECRTFMPP[p.
RTFMPPPGH,MPPPGHPPR,RTFMPPPGHP,FMPPPGHPP
STAD


M79
insC

P161fs]PGHPPRPH*
R,GECRTFMPPP



TMPR
c.863C>T
p.S288L
IHEKYRSAAREYDIAVVQVSSRVTF[p.S2
QVSSRVTFL,FLDDIRQICL,VQVSSRVTFL,SSRVTFLDDI
CRC


SS11A


88L]LDDIRQICLPEASASFQPNLTVHITG




TMPR
c.775G>T
p.G259C
FTTYKNPARWTASFGVTIKPSKMKR[p.
KMKRCLRRI,PSKMKRCLR,KPSKMKRCL,MKRCLRRII,CLRRI
LUAD


SS11E


G259C]CLRRIIVHEKYKHPSHDYDISLAE
IVHEK,KMKRCLRRII,SKMKRCLRRI,MKRCLRRIIV






LS




TMPR
c.821G>A
p.R274Q
CFWKNKDPTQWIATFGATITPPAVK[p.
KQNVRKIIL,TPPAVKQNV,KQNVRKIILH,ITPPAVKQNV,VK
LUSC


SS11F


R274Q]QNVRKIILHENYHRETNENDIAL
QNVRKIIL






VQL




TMPR
c.47G>A
p.R16Q
MGENDPPAVEAPFSF[p.R16Q]QSLFG
FSFQSLFGL,EAPFSFQSL,APFSFQSLF,VEAPFSFQS,QSLFGL
UCEC


SS3


LDDLKISPVAPDADAVAAQIL
DDLK,VEAPFSFQSL,FQSLFGLDDL



TMPR
c.904G>A
p.V302I
ITSVYGCSRQEPVVEVLASGAIMAV[p.V
AIMAVIWKK,GAIMAVIWK,IWKKGLHSY,SGAIMAVIW,IM
GBM


SS6


302I]IWKKGLHSYYDPFVLSVQPVVFQ
AVIWKKGL,SGAIMAVIWK,GAIMAVIWKK,VIWKKGLHSY,I






ACE
WKKGLHSYY,LASGAIMAVI,ASGAIMAVIW



TMTC
c.1226C>G
p.T409R
RTQLPSTENIVVLSLSLLIIPFVPA[p.
LIIPFVPAR,PFVPARNLF,FVPARNLFF,RNLFFYVGF,PARNL
HNSC


2


T409R]RNLFFYVGFVIAERVLYIPSM
FFYV,VPARNLFFY,IPFVPARNL,FVPARNLFFY,PFVPARNLF






GFCLL
F,RNLFFYVGFV,LIIPFVPA,VPARNLFFYV,IPFVPARNL,A







RNLFFYVGF



TMTC
c.1831C>T
p.R611C
EAAEQSYRTAIKHRRKYPDCYYNLG[p.R
CYYNLGCLY,CLYADLNRHV
STAD


4


611C]CLYADLNRHVDALNAWRNATVL







KPEH




TMX3
c.451C>T
p.R151C
AHRVSGALIRPLPSQQMFEHMQKRH[p.
HMQKRHCVF,MQKRHCVFF,KRHCVFFVY,EHMQKRHCV,
LUAD





R151C]CVFFVYVGGESPLKEKYIDAASE
MQKRHCVFFV,HMQKRHCVFF,KRHCVFFVYV,QKRHCVFF






LIV
VY,EHMQKRHCVF,FEHMQKRHCV



TNF
c.139C>T
p.L47F
GGPQGSRRCLFLSLFSFLIVAGATT[p.L4
ATTFFCLLH,IVAGATTFF,TTFFCLLHF,LIVAGATTF,TFFCLLH
DLBCL





7F]FFCLLHFGVIGPQREEFPRDLSLISP
FGV,FLIVAGATTF,ATTFFCLLHF,FFCLLHFGVI,







LIVAGATTFF



TNFSF
c.694G>A
p.A232T
SAGQRLGVHLHTEARARHAWQLTQG[p.
WQLTQGTTV,QLTQGTTVL,GTTVLGLFR,TTVLG
GBM


9


A232T]TTVLGLFRVTPEIPAGLPSPRS
LFRV,TQGTTVLGL,TQGTTVLGLF,WQLTQGTTVL






E*




TNIP2
c.217C>G
p.R73G
LRARLAALEGDAAPSLVDALLEQVA[p.R
ALLEQVAGF,QVAGFREQL,ALLEQVAGFR,QVAGFREQLR,E
ACC





73G]GFREQLRRQEGGAAEAQMRQEIE
QVAGFREQL,DALLEQVAGF






RLT




TNIP2
c.415G>A
p.A139T
QPQHEREKEVVLLRRSMAEGERARA[p.
RARATSDVL,AEGERARAT,RARATSDVLC,GERARATSDV
CRC





A139T]TSDVLCRSLANETHQLRRTLTAT







AHM




TNK2
c.1894_189
p.P632fs
PTRALPRPLHPTPVVDWDARPLPPP[p.
RPLPPPARL,DARPLPPPAR
STAD



5insC

P632fs]ARL*




TNKS2
c.1856_185
p.T619fs
HEAAAKGKYEICKLLLQHGADPTKK[p.T
PTKKKQGWK,KKQGWKYSF,PTKKKQGWKY,KKKQGWKYS
CESC,CLL



7insA

619fs]KQGWKYSFGSC*
F



TNR
c.2074C>A
p.L692I
SAVMNSQQSVPATMNARTELDSPRD[p.
IMVTASSET,SPRDIMVTA,TELDSPRDI,DSPRDIMVTA,SPR
LUAD





L692I]IMVTASSETSISLIWTKASGPI
DIMVTAS,TELDSPRDIM,IMVTASSETS






DHYR




TNS1
c.547C>T
p.P183S
GQPSQRRYVHYFSGLLSGSIKMNNK[p.
KMNNKSLFL,KSLFLHHVI,SIKMNNKSL,SLFLHHVIM,IKMN
TGCT





P183S]SLFLHHVIMHGIPNFESKGGCRP
NKSLF,KMNNKSLFLH,SIKMNNKSLF,KSLFLHHVIM,IKMN






FLR
NKSLFL,NKSLFLHHVI,SLFLHHVIMH



TNXB
c.2116_211
p.V706fs
EEPPASACPGGCGPRELCRAGQCVC[p.
RAGQCVCRGL
ACC



7de|GT

V706fs]RGLPRP*




TOP2
c.2207G>T
p.R736L
NERSIPSMVDGLKPGQRKVLFTCFK[p.R
KVLFTCFKL,KLNDKREVK,FTCFKLNDK,KLNDKREVKV,FTCF
LUAD


A


736L]LNDKREVKVAQLAGSVAEMSSY
KLNDKR,RKVLFTCFKL






HHGE




TOP2
c.3595A>G
p.K1199E
FIEELEAVEAKEKQDEQVGLPGKGG[p.K
KGGEAKGKK,GEAKGKKTQM
THCA


A


1199E]EAKGKKTQMAEVLPSPRGQRVI







PRIT




TOP2
c.1967G>A
p.R656H
IKYYKGLGTSTAKEAKEYFADMERH[p.
DMERHHILF,MERHHILFR,RHHILFRYA,ADMERHHIL,FAD
CRC


B


R656H]HILFRYAGPEDDAAITLAFSK
MERHHI,YFADMERHHI,MERHHILFRY,DMERHHILFR,FA






KKIDD
DMERHHIL,ADMERHHILF



TOPB
c.4141de|A
p.I1381fs
ILDVLTGINVQQRRLALAAMRWRKK[p.
FSQEEQRCY,LVGGRLFYM,RLFYMWISL,YLVILYLYL,YLYLK
STAD


P1


I1381fs]SSKDKNLALLREHLVGGRLFY
RPHI,NLALLREHL,HLVGGRLFY,LVILYLYLK,FYMWISLEK,VI






MWISLEKQASNAFFSQEEQRCYLVILYL
LYLYLKR,VGGRLFYMW,CYLVILYLY,LYLKRPHIF,YLKRPHIF






YLKRPHIFFLT*
F,KSSKDKNLA,SSKDKNLAL,GGRLFYMWI,AFFSQEEQR,A







MRWRKKSS,EQRCYLVIL,LKRPHIFFL,LEKQASNAF,REHLV







GGRL,EKQASNAFF,KQASNQFFS,SQEEQRCYL,RCYLVILYL,







EEQRCYLVI,QEEQRCYLV,NLALLREHLV,HLVGGRLFYM,Y







MWISLEKQA,YLKRPHIFFL,AMRWRKKSSK,LFYMWISLEK,







YLVILYLYLK,LVGGRLFYMW,CYLVILYLYL,LYLYLKRPFH,YLY







LKRPHIF,LYLKRPHIFF,RWRKKSSKDK,SSKDKNLALL,EQRC







YLVILY,RCYLVILYLY,LLREHLVGGR,NAFFSQEEQR,LVILYLY







LKR,SLEKQASNAF,LEKQASNAFF,KSSKDKNLAL,KNLALLRE







HL,REFILVGGRLF,GRLFYMVVISL,KQASNAFFSQ,ILYLYLKR







PH,EEQRCYLVIL,QEEQRCYLVI



TOR1
c.436G>A
p.G146R
PSDKVGRADAHLGSSSVALPKEASD[p.
KEASDRTGA
TGCT


AIP2


G146R]RTGASQEPPTTDSQEAQSPGH







SSAGQ




TOR3
c.37T>C
p.F13L
MLRGPWRQLWLF[p.F13L]LLLLLPGAP
RQLWLFLLL,QLWLFLLLL,FLLLLLPGA,PWRQLWLFL,LWLF
ACC


A


EPRGASRPWEGTDEPGS
LLLLL,RQLWLFLLLL,QLWLFLLLLL,PWRQLWLFLL,GPWRQ







LWLFL



TOX
c.1061C>T
p.S354L
RASLVSKSYSEPVDVKTSQPPQLIN[p.S3
QLINLKPSV,LINLKPSVF,SQPPQLINL,SQPPQLINLK,QLINL
CRC





54L]LKPSVFHGPSQAHSALYLSSHYHQ
KPSVF






QP




TP53
c.1010G>T
p.R337L
TSSSPQPKKKPLDGEYFTLQIRGRE[p.R3
ELFEMFREL,LQIRGRELF,RGRELFEMF,TLQIRGREL,IRGREL
LUAD,LUSC





37L]LFEMFRELNEALELKDAQAGKEPG
FEM,RGRELFEMFR,TLQIRGRELF,IRGRELFEMF,RELFEMF






GS
REL



TP53
c.173de|C
p.P58fs
SPLPSQAMDDLMLSPDDIEQWFTED[p.
KLPECQRLL,SLPRKPTRA,RLLPPWPLH,LSLPRKPTR,PTRAA
HNSC





P58fs]QVQMKLPECQRLLPPWPLHQQ
TVSV,RAATVSVWA,QMKLPECQR,TVSVWASCI,LPRKPTR






LLHRRPLHQPPPGPCHLLSLPRKPTRAA
AA,QQLLHRRPL,MKLPECQRL,QRLLPPWPL,TRAATVSVW,






TVSVWASCILGQPSL*
VSVWASCIL,WPLHQQLLH,TEDQVQMKL,SLPRKPTRAA,C







QRLLPPWPL,LLSLPRKPTR,ATVSVWASCI,TVSVWASCIL,L







PPWPLHQQL,LPRKPTRAAT,KPTRAATVSV,HQQLLHRRPL,







QWFTEDQVQM,MKLPECQRLL,QQLLHRRPLH,HQPPPGP







CHL,ASCILGQPSL,IEQWFTEDQV



TP53
c.216de|C
p.P72fs
DDIEQWFTEDPGPDEAPRMPEAAPP[p.
SLPRKPTRA,RMPEAAPPW,LSLPRKPTR,PTRAATVSV,RAA
LUAD





P72fs]WPLHQQLLHRRPLHQPPPGPC
TVSVWA,TVSVWASCI,LPRKPTRAA,QQLLHRRPL,TRAATV






HLLSLPRKPTRAATVSVWASCILGQPSL*
SVW,VSVWASCIL,WPLHQQLLH,PEAAPPWPL,SLPRKPTR







AA,LLSLPRKPTR,ATVSVWASCI,TVSVWASCIL,MPEAAPP







WPL,APPWPLHQQL,LPRKPTRAAT,KPTRAATVSV,HQQLL







HRRPL,QQLLHRRPLH,HQPPPGPCHL,ASCILGQPSL



TP53
c.313G>T
p.G105C
PTPAAPAPAPSWPLSSSVPSQKTYQ[p.
YQCSYGFRL,KTYQCSYGF,CSYGFRLGF,SQKTYQCSY,
LUAD





G105C]CSYGFRLGFLHSGTAKSVTCTYS
TYQCSYGFR,KTYQCSYGFR,TYQCSYGFRL,PSQKTY






PAL
QCSY,QKTYQCSYGF,YQCSYGFRLG,CSYGFRLGFL



TP53
c.323de|G
p.G108fs
AAPAPAPSWPLSSSVPSQKTYQGSY[p.
YVSVWASCI,TYQGSYVSV,YQGSYVSVW,SYVSVWASC,KT
BRCA





G108fs]VSVWASCILGQPSL*
YQGSYVS,VSVWASCIL,KTYQGSYVSV,YQGSYVSVWA,SQ







KTYQGSYV,YVSVWASCIL,TYQGSYVSVW,SYVSVWASCI,A







SCILGQPSL



TP53
c.328de|C
p.R110fs
PAPAPSWPLSSSVPSQKTYQGSYGF[p.
TYQGSYGFV,YQGSYGFVW,SYGFVWASC,YGFVWASCI,KTYQGSY
BRCA





R110fs]VWASCILGQPSL*
GFV,YQGSYGFVWA,TYQGSYGFVW,SYGFVWASCI,







YGFVWASCIL,ASCILGQPSL



TP53
c.329G>T
p.R110L
PAPAPSWPLSSSVPSQKTYQGSYGF[p.
YQGSYGFLL,FLLGFLHSG,TYQGSYGFL,SYGFLLGFL,
HNSC,LUAD





R110L]LLGFLHSGTAKSVTCTYSPALNK
GSYGFLLGF,FLLGFLHSGT,KTYQGSYGFL,LLGFLHSGTA,






MFC
TYQGSYGFLL,YQGSYGFLLG,QGSYGFLLGF



TP53
c.396G>C
p.K132N
YGFRLGFLHSGTAKSVTCTYSPALN[p.K
ALNNMFCQL,NMFCQLAKT,TYSPALNNM,YSPALNNMF,A
BLCA,BRCA





132N]NMFCQLAKTCPVQLWVDSTPPP
LNNMFCQLA,TYSPALNNMF,CTYSPALNNM






GTRV




TP53
c.396G>T
p.K132N
YGFRLGFLHSGTAKSVTCTYSPALN[p.K
ALNNMFCQL,NMFCQLAKT,TYSPALNNM,YSPALNNMF,A
OV





132N]NMFCQLAKTCPVQLWVDSTPPP
LNNMFCQLAT,YSPALNNMF,CTYSPALNNM






GTRV




TP53
c.421T>G
p.C141G
SGTAKSVTCTYSPALNKMFCQLAKT[p.
CQLAKTGPV,KTGPVQLWV,AKTGPVQLW,QLAKTGPVQL,
PRAD





C141G]GPVQLWVDSTPPPGTRVRAM
KMFCQLAKTG,LAKTGPVQLW






AIYKQS




TP53
c.422G>A
p.C141Y
SGTAKSVTCTYSPALNKMFCQLAKT[p.
CQLAKTYPV,KTYPVQLWV,MFCQLAKTY,LAKTYPVQL,AKT
BRCA





C141Y]YPVQLWVDSTPPPGTRVRAMA
YPVQLW,QLAKTYPVQL,KMFCQLAKTY,LAKTYPVQLW,YP






IYKQS
VQLWVDST



TP53
c.427G>A
p.V143M
TAKSVTCTYSPALNKMFCQLAKTCP[p.
KTCPMQLWV,CQLAKTCPM,AKTCPMQLW,MQLWVDST
HNSC





V143M]MQLWVDSTPPPGTRVRAMAI
P,QLAKTCPMQL,FCQLAKTCPM,LAKTCPMQLW,MQLWV






YKQSQH
DSTPP,CPMQLWVDST



TP53
c.451C>A
p.P151T
YSPALNKMFCQLAKTCPVQLWVDST[p.
STTPPGTR,VQLWVDSTT,STTPPGTRVR,TPPGTRVRAM,
HNSC





P151T]TPPGTRVRAMAIYKQSQHMTE
VQLWVDSTTP






VVRRC




TP53
c.455de|C
p.P152fs
SPALNKMFCQLAKTCPVQLWVDSTP[p.
QLWVDSTPR,TPRPAPASA,RPAPASAPW,APWPSTSSH,W
STAD





P152fs]RPAPASAPWPSTSSHST*
PSTSSHST,STPRPAPASA,TPRPAPASAP,APASAPWPST



TP53
c.461G>T
p.G154V
ALNKMFCQLAKTCPVQLWVDSTPPP[p.
WVDSTPPPV,VTRVRAMAI,DSTPPPVTR,STPPPVTRV,PPV
LUAD





G154V]VTRVRAMAIYKQSQHMTEVV
TRVRAM,VTRVRAMAIY,DSTPPPVTRV,LWVDSTPPPV






RRCPHH




TP53
c.464C>A
p.T155N
LNKMFCQLAKTCPVQLWVDSTPPPG[p.
STPPPGNRV,PPGNRVRAM,GNRVRAMAI,NRVRAMAIY,G
GBM





T155N]NRVRAMAIYKQSQHMTEVVR
NRVRAMAIY,DSTPPPGNRV






RCPHHE




TP53
c.469G>T
p.V157F
KMFCQLAKTCPVQLWVDSTPPPGTR[p.
RFRAMAIYK,GTRFRAMAI,TRFRAMAIY,PPGTRFRAM,TRF
HNSQ,LIHC,





V157F]FRAMAIYKQSQHMTEVVRRCP
RAMAIYK,GTRFRAMAIY,RFRAMAIYKQ,STPPPGTRFR
LUAD,LUSC,OV





HHERC




TP53
c.473G>A
p.R158H
MFCQLAKTCPVQLWVDSTPPPGTRV[p.
RVHAMAIYK,GTRVHAMAI,PPGTRVHAM,TRVHAMAIY,G
GBM,LIHC





R158H]HAMAIYKQSQHMTEVVRRCP
TRVHAMAIY






HHERCS




TP53
c.473G>T
p.R158L
MFCQLAKTCPVQLWVDSTPPPGTRV[p.
RVLAMAIYK,GTRVLAMAI,TPPPGTRVL,PPGTRVLAM,TRV
LUAD,LUSC





R158L]LAMAIYKQSQHMTEVVRRCPH
LAMAIY,GTRVLAMAIY






HERCS




TP53
c.475G>C
p.A159P
FCQLAKTCPVQLWVDSTPPPGTRVR[p.
RVRPMAIYK,GTRVRPMAI,PPGTRVRPM,TRVRPMAIY,GT
LUAD





A159P]PMAIYKQSQHMTEVVRRCPHH
RVRPMAIY,RVRPMAIYKQ






ERCSD




TP53
c.476C>T
p.A159V
FCQLAKTCPVQLWVDSTPPPGTRVR[p.
RVRVMAIYK,GTRVRVMAI,RVMAIYKQS,TRVRVMAIY,GT
BLCA,OV





A159V]VMAIYKQSQHMTEVVRRCPH
RVRVMAIY,RVRVMAIYKQ,VMAIYKQSQH






HERCSD




TP53
c.488A>G
p.Y163C
AKTCPVQLWVDSTPPPGTRVRAMAI[p.
RVRAMAICK,AICKQSQHM,GTRVRAMAIC,RVRAMAICKQ,
BRCA,HNSQ,





Y163C]CKQSQHMTEVVRRCPHHERCS
MAICKQSQHM
LUAD,LUSC,OV





DSDGL




TP53
c.517G>A
p.V173M
DSTPPPGTRVRAMAIYKQSQHMTEV[p.
MRRCPHHER,QSQHMTEVM,VMRRCPHHER,KQSQHMT
BRCA,HNSC





V173M]MRRCPHHERCSDSDGLAPPQ
EVM






HLIRVE




TP53
c.517G>T
p.V173L
DSTPPPGTRVRAMAIYKQSQHMTEV[p.
VLRRCPHHER,QSQHMTEVLR,KQSQHMTEVL
BRCA,HNSC





V173L]LRRCPHHERCSDSDGLAPPQH







LIRVE




TP53
c.523C>G
p.R175G
TPPPGTRVRAMAIYKQSQHMTEVVR[p.
TEVVRGCPH,VVRGCPHHER
LUSC





R175G]GCPHHERCSDSDGLAPPQHLI







RVEGN




TP53
c.523C>T
p.R175C
TPPPGTRVRAMAIYKQSQHMTEVVR[p.
TEVVRCCPH,VVRCCPHHER
CRC





R175C]CCPHHERCSDSDGLAPPQHLIR







VEGN




TP53
c.524G>A
p.R175H
TPPPGTRVRAMAIYKQSQHMTEVVR[p.
TEVVRHCPH,VVRHCPHHER,SQHMTEVVRH
BLCA,BRCA,





R175H]HCPHHERCSDSDGLAPPQHLI

CLL,CRC,





RVEGN

GBM,HNSC,







LUAD,OV,







PAAD,PRAD,







STAD,UCS


TP53
c.527G>A
p.C176Y
PPPGTRVRAMAIYKQSQHMTEVVRR[p.
HMTEVVRRY,TEVVRRYPH,VVRRYPHHER,QHMTEVVRRY
OV





C176Y]YPHHERCSDSDGLAPPQHLIRV







EGNL




TP53
c.527G>T
p.C176F
PPPGTRVRAMAIYKQSQHMTEVVRR[p.
HMTEVVRRF,TEVVRRFPH,VVRRFPHHER,QHMTEVVRRF
BRCA,LUAD,





C176F]FPHHERCSDSDGLAPPQHLIRV

STAD





EGNL




TP53
c.535C>T
p.H179Y
GTRVRAMAIYKQSQHMTEVVRRCPH[p.
VVRRCPHYE,EVVRRCPHY,VVRRCPHYER,TEVVRRCPHY,Y
HNSC





H179Y]YERCSDSDGLAPPQHLIRVEG
ERCSDSDGL






NLRVE




TP53
c.536A>G
p.H179R
GTRVRAMAIYKQSQHMTEVVRRCPH[p.H
EVVRRCPHR,VVRRCPHRER,RERCSDSDGL
BRCA,GBM,





179R]RERCSDSDGLAPPQHLIRVEG

HNSC,OV,UCS





NLRVE




TP53
c.536A>T
p.H179L
GTRVRAMAIYKQSQHMTEVVRRCPH[p.
EVVRRCPHL,VVRRCPHLER,TEVVRRCPHL,LERCSDSDGL
LUSC





H179L]LERCSDSDGLAPPQHLIRVEG







NLRVE




TP53
c.572_574
p.P191de|
SQHMTEVVRRCPHHERCSDSDGLAP[p.
GLAPQHLIR,GLAPQHLIRV
OV



de|CTC

P191de|]QHLIRVEGNLRVEYLDDRNT







FRHSVVVP




TP53
c.577C>T
p.H193Y
HMTEVVRRCPHHERCSDSDGLAPPQ[p.
GLAPPQYLI,YLIRVEGNL,DSDGLAPPQY,GLAPPQYLIR,QYL
BRCA





H193Y]YLIRVEGNLRVEYLDDRNTFRH
IRVEGNL,YLIRVEGNLR






SVVV




TP53
c.578A>G
p.H193R
HMTEVVRRCPHHERCSDSDGLAPPQ[p.
GLAPPQRLI,RLIRVEGNL,RLIRVEGNLR
BRCA,LIHC,





H193R]RLIRVEGNLRVEYLDDRNTFRH

OV,UCS





SVVV




TP53
c.578A>T
p.H193L
HMTEVVRRCPHHERCSDSDGLAPPQ[p.
GLAPPQLLI,LLIRVEGNL,GLAPPQLLIR,LLIRVEGNLR
BRCA,HNSC,





H193L]LLIRVEGNLRVEYLDDRNTFRH

LUSC





SVVV




TP53
c.581T>G
p.L194R
MTEVVRRCPHHERCSDSDGLAPPQH[p.
GLAPPQHRI,RIRVEGNLR,APPQHRIRV,RIRVEGNLRV
BRCA,OV





L194R]RIRVEGNLRVEYLDDRNTFRHS







VVVP




TP53
c.584T>C
p.I195T
TEVVRRCPHHERCSDSDGLAPPQHL[p.I
GLAPPQHLT,LTRVEGNLR,GLAPPQHLTR,LTRVEGNLRV,H
BRCA,OV





195T]TRVEGNLRVEYLDDRNTFRHSVV
LTRVEGNLR






VPY




TP53
c.587G>C
p.R196P
EVVRRCPHHERCSDSDGLAPPQHLI[p.
HLIPVEGNL,APPQHLIPV,IPVEGNLRV,HLIPVEGNLR,LAPP
HNSC





R196P]PVEGNLRVEYLDDRNTFRHSVV
QHLIPV






VPYE




TP53
c.596G>T
p.G199V
RRCPHHERCSDSDGLAPPQHLIRVE[p.
HLIRVEVNL,LIRVEVNLR,EVNLRVEYL,VEVNLRVEY,LIRVEV
BRCA





G199V]VNLRVEYLDDRNTFRHSVVVPY
NLRV,RVEVNLRVEY,HLIRVEVNLR,VEVNLRVEYL






EPPE




TP53
c.614A>G
p.Y205C
ERCSDSDGLAPPQHLIRVEGNLRVE[p.Y
CLDDRNTFR,ECLDDRNTFR,VECLDDRNTF,VEGNLRVECL
OV





205C]CLDDRNTFRHSVVVPYEPPEVGS







DCT




TP53
c.626_627
p.R209fs
DSDGLAPPQHLIRVEGNLRVEYLDD[p.
YLDDKHFST,VEYLDDKHF,RVEYLDDKHF
BRCA



de|GA

R209fs]KHFST*




TP53
c.641A>G
p.H214R
APPQHLIRVEGNLRVEYLDDRNTFR[p.
NTFRRSVVV,FRRSVVVPY,TFRRSVVVPY,YLDDRNTFRR
LUSC





H214R]RSVVVPYEPPEVGSDCTTIHYN







YMCN




TP53
c.644G>T
p.S215I
PPQHLIRVEGNLRVEYLDDRNTFRH[p.S
NTFRHIVVV,RNTFRHIVV,FRHIVVVPY,FRHIVVVPY
LUAD





215I]IVVVPYEPPEVGSDCTTIHYNYMC







NS




TP53
c.645T>G
p.S215R
PPQHLIRVEGNLRVEYLDDRNTFRH[p.S
NTFRHRVVV,RHRVVVPYE,FRHRVVVPY,TFRH
OV





215R]RVVVPYEPPEVGSDCTTIHYNYM
RVVVPY






CNS




TP53
c.646G>A
p.V216M
PQHLIRVEGNLRVEYLDDRNTFRHS[p.V
NTFRHSMVV,DRNTFRHSM,FRHSMVVPY,MVVPYEPPEV,
BRCA,GBM,OV





216M]MVVPYEPPEVGSDCTTIHYNYM
TFRHSMVVPY






CNSS




TP53
c.659A>C
p.Y220S
IRVEGNLRVEYLDDRNTFRHSVVVP[p.Y
VVPSEPPEV,VVVPSEPPEV
BRCA





220S]SEPPEVGSDCTTIHYNYMCNSSC







MGG




TP53
c.659A>G
p.Y220C
IRVEGNLRVEYLDDRNTFRHSVVVP[p.Y
VVPCEPPEV,VVVPCEPPEV
BRCA,GBM,





220C]CEPPEVGSDCTTIHYNYMCNSSC

HNSC,LUSC,





MGG

OV,UCEC


TP53
c.701A>G
p.Y234C
RNTFRHSVVVPYEPPEVGSDCTTIH[p.Y
CTTIHCNYM,TTIHCNYMC,CNYMCNSSCM
BRCA,GBM,





234C]CNYMCNSSCMGGMNRRPILTIIT

LUSC,OV





LED




TP53
c.706T>G
p.Y236D
TFRHSVVVPYEPPEVGSDCTTIHYN[p.Y
NDMCNSSCM
HNSC





236D]DMCNSSCMGGMNRRPILTIITLE







DSS




TP53
c.707A>G
p.Y236C
TFRHSVVVPYEPPEVGSDCTTIHYN[p.Y
YNCMCNSSCM
HNSC,OV





236C]CMCNSSCMGGMNRRPILTIITLE







DSS




TP53
c.711G>A
p.M237I
FRHSVVVPYEPPEVGSDCTTIHYNY[p.
CTTIHYNYI,YNYICNSSCM
HNSC





M237I]ICNSSCMGGMNRRPILTIITLED







SSG




TP53
c.711G>C
p.M237I
FRHSVVVPYEPPEVGSDCTTIHYNY[p.
CTTIHYNYI,YNYICNSSCM
LUAD





M237I]ICNSSCMGGMNRRPILTIITLED







SSG




TP53
c.713G>A
p.C238Y
RHSVVVPYEPPEVGSDCTTIHYNYM[p.
TTIHYNYMY,YMYNSSCMG,YNYMYNSSC,CTTIHYNYMY,Y
BRCA,GBM





C238Y]YNSSCMGGMNRRPILTIITLEDS
MYNSSCMGG,YNYMYNSSCM,IHYNYMYNSS,MYNSSCM






SGN
GGM



TP53
c.713G>T
p.C238F
RHSVVVPYEPPEVGSDCTTIHYNYM[p.
YMFNSSCMG,TTIHYNYMF,NYMFNSSCM,YNYMFNSSC,Y
BRCA,GBM,





C238F]FNSSCMGGMNRRPILTIITLEDS
MFNSSCMGG,CTTIFIYNYMF,YNYMFNSSCM,IHYNYMFN
HNSC





SGN
SS,MFNSSCMGGM



TP53
c.722C>A
p.S241Y
VVVPYEPPEVGSDCTTIHYNYMCNS[p.
NYMCNSYCM,HYNYMCNSY,SYCMGGMNR,NSYCMGGM
UCS





S241Y]YCMGGMNRRPILTIITLEDSSGN
NR,IHYNYMCNSY,SYCMGGMNRR,YNYMCNSYCM,MCN






LLG
SYCMGGM



TP53
c.722C>T
p.S241F
VVVPYEPPEVGSDCTTIHYNYMCNS[p.
HYNYMCNSF,NYMCNSFCM,SFCMGGMNR,YMCNSFCM
OV





S241F]FCMGGMNRRPILTIITLEDSSGN
G,NSFCMGGMNR,IHYNYMCNSF,SFCMGGMNRR,YNYM






LLG
CNSFCM



TP53
c.723de|C
p.S241fs
VVPYEPPEVGSDCTTIHYNYMCNSS[p.S
YMCNSSAWA,NYMCNSSAW,YNYMCNSSA,YMCNSSAW
BRCA





241fs]AWAA*
AA,HYNYMCNSSA,YNYMCNSSAW



TP53
c.725G>T
p.C242F
VVPYEPPEVGSDCTTIHYNYMCNSS[p.
SSFMGGMNR,YNYMCNSSF,NYMCNSSFM,SFMGGMNR
CLL,HNSC,





C242F]FMGGMNRRPILTIITLEDSSGNL
R,YMCNSSFMG,FMGGMNRRPI,SSFMGGMNRR,HYNYM
LUSC





LGR
CNSSF,NSSFMGGMNR,YNYMCNSSFM,YMCNSSFMGG,







MCNSSFMGGM



TP53
c.730G>T
p.G244C
PYEPPEVGSDCTTIHYNYMCNSSCM[p.
YMCNSSCMC,SSCMCGMNR,CGMNRRPIL,SSCMCGMNR
OV





G244C]CGMNRRPILTIITLEDSSGNLLG
R,NSSCMCGMNR,MCNSSCMCGM,CMCGMNRRPI






RNS




TP53
c.731G>A
p.G244D
PYEPPEVGSDCTTIHYNYMCNSSCM[p.
SSCMDGMNR,DGMNRRPIL,NSSCMDGMNR,CMDGIVINRRPI
CRC





G244D]DGMNRRPILTIITLEDSSGNLLG







RNS




TP53
c.733G>A
p.G245S
YEPPEVGSDCTTIHYNYMCNSSCMG[p.
SSCMGSMNR,GSMNRRPIL,MGSMNRRPI,CNSSCMGSM,
CRC,GBM,HNSC,





G245S]SMNRRPILTIITLEDSSGNLLGR
SMNRRPILTI,SSCMGSMNRR,NSSCMGSMNR,MGSMNR
OV,PRAD





NSF
RPIL,MCNSSCMGSM,CMGSMNRRPI



TP53
c.734G>A
p.G245D
YEPPEVGSDCTTIHYNYMCNSSCMG[p.
SSCMGDMNR,NSSCMGDMNR,CMGDMNRRPI
OV





G245D]DMNRRPILTIITLEDSSGNLLGR







NSF




TP53
c.734G>T
p.G245V
YEPPEVGSDCTTIHYNYMCNSSCMG[p.
SSCMGVMNR,GVMNRRPIL,SCMGVMNRR,MGVMNRRP
HNSC,LUSC,OV





G245V]VMNRRPILTIITLEDSSGNLLGR
I,CNSSCMGVM,YMCNSSCMGV,VMNRRPILTI,SSCMGVM






NSF
NRR,NSSCMGVMNR,MGVMNRRPIL,MCNSSCMGVM,C







MGVMNRRPI



TP53
c.742C>T
p.R248W
PEVGSDCTTIHYNYMCNSSCMGGMN[p.
NWRPILTII,SSCMGGMNW,MGGMNWRPI,MNWRPILTI,
BLCA,BRCA,





R248W]WRPILTIITLEDSSGNLLGRN
CMGGMNWRPI,GMNWRPILTI,SSCMGGMNWR,MNWR
CLL,CRC,





SFEVR
PILTII,NSSCMGGMNW
GBM,HNSC,OV,







PAAD,UCEC


TP53
c.743G>A
p.R248Q
PEVGSDCTTIHYNYMCNSSCMGGMN[p.
MNQRPILTI,NQRPILTII,CMGGMNQRPI,GMNQRPILTI,SS
BLCA,BRCA,





R248Q]QRPILTIITLEDSSGNLLGRNS
CMGGMNQR,NQRPILTIIT
CLL,GBM,HNSC,





FEVR

OV,PRAD,STAD,







UCEC,UCS


TP53
c.743G>C
p.R248P
PEVGSDCTTIHYNYMCNSSCMGGMN[p.
SCMGGMNPR,NPRPILTII,GMNPRPILTI,CMGGMNPRPI,S
LUAD





R248P]PRPILTIITLEDSSGNLLGRNSF
SCMGGMNPR,NPRPILTIIT






EVR




TP53
c.745A>G
p.R249G
EVGSDCTTIHYNYMCNSSCMGGMNR[p.
GPILTMTL,MNRGPILTI,GMNRGPILTI,CMGGMNRGPI,MN
LUAD





R249G]GPILTIITLEDSSGNLLGRNSFE
RGPILTII






VRV




TP53
c.746G>T
p.R249M
EVGSDCTTIHYNYMCNSSCMGGMNR[p.
MNRMPILTI,MPILTIITL,MGGMNRMPI,SCMGGMNRM,N
LUAD





R249M]MPILTIITLEDSSGNLLGRNSF
RMPILTII,CMGGMNRMPI,GMNRMPILTI,RMPILTIITL,M






EVRV
NRMPILTII,SSCMGGMNRM,MPILTIITLE



TP53
c.747G>T
p.R249S
EVGSDCTTIHYNYMCNSSCMGGMNR[p.
MNRSPILTI,SPILTIITL,MGGMNRSPI,GMNRSPILTI,CMGG
HNSC,LIHC,





R249S]SPILTIITLEDSSGNLLGRNSFE
MNRSPI,RSPILTIITL,MNRSPILTII
LUAD





VRV




TP53
c.749C>T
p.P250L
VGSDCTTIHYNYMCNSSCMGGMNRR[p.
RLILTIITL,GMNRRLILT,MNRRLILTI,GGMNRRLIL,GMNRR
OV





P250L]LILTIITLEDSSGNLLGRNSFEV
LILTI,MNRRLILTII,RRLILTIITL






RVC




TP53
c.763A>T
p.I255F
TTIHYNYMCNSSCMGGMNRRPILTI[p.I
RPILTIFTL,NRRPILTIF,FTLEDSSGNL,MNRRPILTIF,RRPILTI
LUAD





255F]FTLEDSSGNLLGRNSFEVRVCACP
FTL






GR




TP53
c.775G>T
p.D259Y
YNYMCNSSCMGGMNRRPILTIITLE[p.
ILTIITLEY,LEYSSGNLL,PILTIITLEY,EYSSGNLLGR,
OV





D259Y]YSSGNLLGRNSFEVRVCACPGR
LEYSSGNLLG






DRRT




TP53
c.785G>T
p.G262V
MCNSSCMGGMNRRPILTIITLEDSS[p.
IITLEDSSV,DSSVNLLGR,LEDSSVNLL,VNLLGRNSF,
HNSC





G262V]VNLLGRNSFEVRVCACPGRDR
MTLEDSSV,TLEDSSVNLL,SVNLLGRNSF






RTEEE




TP53
c.796G>A
p.G266R
SCMGGMNRRPILTIITLEDSSGNLL[p.G
LLRRNSFEV,DSSGNLLRR,GNLLRRNSF,NLLRRNSFEV,LLRR
OV





266R]RRNSFEVRVCACPGRDRRTEEEN
NSFEVR,SGNLLRRNSF






LRK




TP53
c.797G>A
p.G266E
SCMGGMNRRPILTIITLEDSSGNLL[p.G
LLERNSFEV,DSSGNLLER,GNLLERNSF,NLLERNSFEV,SGNL
BRCA,HNSC





266E]ERNSFEVRVCACPGRDRRTEEEN
LERNSF,LERNSFEVRV






LRK




TP53
c.797G>T
p.G266V
SCMGGMNRRPILTIITLEDSSGNLL[p.G
LLVRNSFEV,LVRNSFEVR,GNLLVRNSF,NLLVRNSFEV,LVR
OV





266V]VRNSFEVRVCACPGRDRRTEEEN
NSFEVRV,SGNLLVRNSF,LEDSSGNLLV






LRK




TP53
c.800G>C
p.R267P
CMGGMNRRPILTIITLEDSSGNLLG[p.R
LLGPNSFEV,GNLLGPNSF,NLLGPNSFEV,SGNLLGPNSF
LUSC





267P]PNSFEVRVCACPGRDRRTEEENL







RKK




TP53
c.811G>A
p.E271K
MNRRPILTIITLEDSSGNLLGRNSF[p.E2
LLGRNSFKV,NLLGRNSFK,LGRNSFKVR,KVRVCACPG,NSFK
BLCA,LUSC





71K]KVRVCACPGRDRRTEEENLRKKGE
VRVCA,SFKVRVCAC,NLLGRNSFKV,GNLLGRNSFK,KVRVC






PH
ACPGR



TP53
c.814G>A
p.V272M
NRRPILTIITLEDSSGNLLGRNSFE[p.V27
LLGRNSFEM,LGRNSFEMR,NSFEMRVCA,FEMRVCACP,NL
BRCA,OV





2M]MRVCACPGRDRRTEEENLRKKGEP
LGRNSFEM,EMRVCACPGR,FEMRVCACPG






HH




TP53
c.817C>T
p.R273C
RRPILTIITLEDSSGNLLGRNSFEV[p.R27
NSFEVCVCA,EVCVCACPGR,FEVCVCACPG
BLCA,BRCA,





3C]CVCACPGRDRRTEEENLRKKGEPH

CRC,HNSC,OV,





HE

STAD,UCEC


TP53
c.818G>A
p.R273H
RRPILTIITLEDSSGNLLGRNSFEV[p.R27
NSFEVHVCA,LGRNSFEVH,EVHVCACPGR,HVCACPGRDR,
BRCA,CLL,





3H]HVCACPGRDRRTEEENLRKKGEPH
FEVHVCACPG
CRC,GBM,





HE

HNSC,LUAD,







OV,STAD,







UCEC,UCS


TP53
c.818G>T
p.R273L
RRPILTIITLEDSSGNLLGRNSFEV[p.R27
NSFEVLVCA,LGRNSFEVL,LLGRNSFEVL,EVLVCACPGR,FE
LUAD,LUSC,OV





3L]LVCACPGRDRRTEEENLRKKGEPHH
VLVCACPG






E




TP53
c.820G>T
p.V274F
RPILTIITLEDSSGNLLGRNSFEVR[p.V27
NSFEVRFCA,GRNSFEVRF,EVRFCACPGR,LGRNSFEVRF,FE
LUAD





4F]FCACPGRDRRTEEENLRKKGEPHHE
VRFCACPG






L




TP53
c.824G>A
p.C275Y
PILTIITLEDSSGNLLGRNSFEVRV[p.C27
RNSFEVRVY,YACPGRDRR,NSFEVRVYA,RVYACPGRDR,EV
OV





5Y]YACPGRDRRTEEENLRKKGEPHHEL
RVYACPGR,GRNSFEVRVY,FEVRVYACPG






P




TP53
c.824G>T
p.C275F
PILTIITLEDSSGNLLGRNSFEVRV[p.C27
FACPGRDRR,NSFEVRVFA,RNSFEVRVF,FEVRVFACP,RVF
HNSC,LUAD





5F]FACPGRDRRTEEENLRKKGEPHHEL
ACPGRDR,EVRVFACPGR,VFACPGRDRR,GRNSFEVRVF,FE






P
VRVFACPG



TP53
c.830G>T
p.C277F
LTIITLEDSSGNLLGRNSFEVRVCA[p.C2
CAFPGRDRR,SFEVRVCAF,EVRVCAFPGR,NSFEVRVCAF,F
LUAD





77F]FPGRDRRTEEENLRKKGEPHHELP
EVRVCAFPG






PG




TP53
c.832C>T
p.P278S
TIITLEDSSGNLLGRNSFEVRVCAC[p.P2
CACSGRDRR,FEVRVCACS,EVRVCACSGR,FEVR
HNSC





78S]SGRDRRTEEENLRKKGEPHHELPP
VCACSG






GS




TP53
c.841G>A
p.D281N
TLEDSSGNLLGRNSFEVRVCACPGR[p.
CACPGRNRR,RVCACPGRNR
LUAD





D281N]NRRTEEENLRKKGEPHHELPPG







STKR




TP53
c.844C>T
p.R282W
LEDSSGNLLGRNSFEVRVCACPGRD[p.
CACPGRDWR,RDWRTEEENL
BRCA,CRC,GBM,





R282W]WRTEEENLRKKGEPHHELPPG

HNSC,OV,STAD





STKRA




TP53
c.853G>A
p.E285K
SSGNLLGRNSFEVRVCACPGRDRRT[p.
RTKEENLRK,RTKEENLRKK
BLCA,CESC,





E285K]KEENLRKKGEPHHELPPGSTKR

HNSC,LUAD





ALPN




TP53
c.856G>A
p.E286K
SGNLLGRNSFEVRVCACPGRDRRTE[p.
RTEKENLRK,RTEKENLRKK
BRCA,STAD





E286K]KENLRKKGEPHHELPPGSTKRAL







PNN




TP53
c.945_946
p.S315fs
KGEPHHELPPGSTKRALPNNTSSSP[p.S
KEETTGWRI,RIFHPSDPW,EETTGWRIF,RIFHPSDPWA,LP
OV



de|TC

315fs]AKEETTGWRIFHPSDPWA*
NNTSSSPA,KEETTGWRIF,WRIFHPSDPW,EETTGWRIFH,S







PAKEETTGW



TP53R
c.520de|C
p.L174fs
VLARMHDEDLIHGDLTTSNMLLKPP[p.
SNMLLKPPW
STAD


K


L174fs]WNS*




TPO
c.1193G>C
p.S398T
AACAPEPGIPGETRGPCFLAGDGRA[p.
FLAGDGRAT,GRATEVPSL,TEVPSLTAL,TEVPSLTALH
ACC





S398T]TEVPSLTALHTLWLREHNRLAA







ALKA




TPO
c.1672G>A
p.E558K
GGLDPLIRGLLARPAKLQVQDQLMN[p.
QVQDQLMNK,KELTERLFV,LMNKELTERL,QLMNKELTER,
LUAD





E558K]KELTERLFVLSNSSTLDLASINLQ
VQDQLMNKEL,MNKELTERLF,KELTERLFVL






RG




TPO
c.2476G>A
p.A826T
ADGAHPPCHASARCRNTKGGFQCLC[p.
CLCTDPYEL,FQCLCTDPY,GFQCLCTDPY
CRC





A826T]TDPYELGDDGRTCVDSGRLPR







VTWIS




TPPP
c.89G>A
p.R30K
AKPAKAANRTPPKSPGDPSKDRAAK[p.
KLSLESEGA,PSKDRAAKK,DRAAKKLSL
KIRP





R30K]KLSLESEGAGEGAAASPELSALEE







AF




TPR
c.6464C>T
p.S2155L
EDRTVPSTPTLVVPHRTDGFAEAIH[p.S
AEAIHLPQV,FAEAIHLPQV,AIHLPQVAGV,HLPQVAGVP
CRC





2155L]LPQVAGVPRFRFGPPEDMPQT
R,LPQVAGVPRF,AEAIHLPQVA






SSSHS




TPRX1
c.598T>C
p.S200P
NPGPIPGPNPGPIPGPISGPIPGPI[p.S2
GPIPGPIPV,IPGPIPVPI,IPVPIPGPI
TGCT





00P]PVPIPGPIPGPISGPISGPNPGPIPG




TPTE
c.1268C>T
p.S423L
AQVKHLYNWNLPPRRILFIKHFIIY[p.S4
FIKHFIIYL,IIYLIPRYV,FIIYLIPRY,HFIIYLIPR,IYLIPRYV
CRC,UCEC





23L]LIPRYVRDLKIQIEMEKKVVFSTISL
R,IKHFIIYLI,FIKHFIIYLI,FIIYLIPRYV,YLIPRYVRDL,IIYL







IPRYVR,LIPRYVRDLK,LFIKHFIIYL,KHFIIYLIPR,HFIIYLIPRY



TPTE
c.1623G>A
p.M541I
DNLHKQKARRIYPSDFAVEILFGEK[p.M
VEILFGEKI,GEKITSSDV,GEKITSSDVV,VEILFGEKIT
LUSC





541I]ITSSDVVAGSD*




TPTE2
c.773G>A
p.R258Q
FPSSGRQSFYRNPIEEVVRFLDKKH[p.R
KHQNHYRVY,QNHYRVYNL,KKHQNHYRV,FLDKKHQNHY,
CRC





258Q]QNHYRVYNLCSERAYDPKHFHN
HQNHYRVYNL,KKHQNHYRVY






RVSR




TRAF3
c.26C>T
p.S9F
MESSKKMD[p.S9F]FPGALQTNPPLKL
MESSKKMDF,KKMDFPGAL,SSKKMDFPGA,SKKMDFPGAL
CESC





HTDRSAGTPVFVP




TRAF7
c.32G>A
p.R11H
MSSGKSARYN[p.R11H]HFSGGPSNLP
KSARYNHFS,SARYNHFSG,GKSARYNHF,KSARYNH
DLBCL





TPDVTTGTRMETTFGP
FSG,SARYNHFSGG,SGKSARYNHF,NHFSGGPSNL



TRAK1
c.1879G>A
p.D627N
DPRPGVVTKGFRTLDVDLDEVYCLN[p.
DEVYCLNNF
CRC





D627N]NFEEDDTGDHISLPRLATSTPV







QHPE




TRAM
c.121G>C
p.E41Q
HEFVLQNHADIVSCVAMVFLLGLMF[p.
FLLGLMFQI,LMFQITAKA,FQITAKASI,GLMFQITAK,FLLGL
BLCA


1


E41Q]QITAKASIIFVTLQYNVTLPATEE
MFQIT,GLMFQITAKA,FQITAKASII,LGLMFQITAK,VFLLGL






QA
MFQI,MFQITAKASI,LMFQITAKAS,QITAKASIIF



TRAM
c.1033de|A
p.R345fs
LQRWVEDSNIQASCMKKKRSRSSKK[p.
SKKEQKTEW,TEWEWKLQI,KEQKTEWEW,RSRSSKKEQK
STAD


1L1


R345fs]EQKTEWEWKLQIE*




TRAN
c.2536G>A
p.E846K
YNISRRLSKLRVLPWSIHELYGDEI[p.E8
LYGDEIKDF,IKDFTQAEL,DEIKDFTQA,EIKDFTQAEL,KDFT
UCEC


K1


46K]KDFTQAELALLMKCINDPNSMFLT
OAELAL,DEIKDFTQAE






GD




TRAPP
c.399_400
p.K133fs
WQNVLKAHSSVDWLIVIVENDAKKK[p.
NLYCGQNKK,NQHPSPNLY,KQNQHPSPN,KQNQHPSPNL,
GBM


C10
insA

K133fs]KQNQHPSPNLYCGQNKK*
QNQHPSPNLY



TRAPP
c.1703G>A
p.R568Q
MNESPDPEPDCDILAVKTAQKLWAD[p.
KLWADQISL,AQKLWADQI,KLWADQISLA,QISLAGSNIF,Q
CRC


C11


R568Q]QISLAGSNIFTIGVQDFVPFVQ
KLWADQISL,DQISLAGSNI






CKAK




TRDN
c.2190A>C
p.*730Y
PFTPADRPGESSGQANSPGQKQQGQ[p.
YTHMYDPYK,MYDPYKCFK,QQGQYTHMY,KQQGQYTHM,
KIRC





*730Y]YTHMYDPYKCFKILKM*
HMYDPYKCF,QKQQGQYTH,GQYTHMYDP,YKCFKILKM,







DPYKCFKIL,HMYDPYKCFK,MYDPYKCFKI,KQQGQVTHMY,







GQYTHMYDPY,GQKQQGQYTH,QKQQGQYTHM,THMY







DPYKCF,SPGQKQQGQY



TRIM23
c.1187G>A
p.R396Q
QQQFTEVADHIQLDASIPVTFTKDN[p.
FTKDNQVHI,NQVHIGPKM,KDNQVHIGPK
CRC





R396Q]QVHIGPKMEIRVVTLGLDGAG







KTTIL




TRIM23
c.866G>A
p.R289Q
IVEDGIGMAHTEHVPGTAENARSCI[p.
RSCIQAYFY,CIQAYFYDL,NARSCIQAY,ARSCIQAYF,
CRC





R289Q]QAYFYDLHETLCRQEEMALSVV
IQAYFYDLH,ARSCIQAYFY,ENARSCIQAY,NARSCIQAYF,






DAHV
AENARSCIQA



TRIM4
c.1193G>T
p.R398L
NVFTSGKHYWEVESRDSLEVAVGVC[p.
LEVAVGVCL
LUAD





R398L]LEDVMGITDRSKMSPDVGIWAI







YWSA




TRIM42
c.379C>A
p.Q127K
TFHKGRLRSIHTSSKTALRTGSSDT[p.Q1
ALRTGSSDTK
LUAD





27K]KVDEVKSIPANSHLVNHLNCPMCS







RL




TRIM48
c.278C>A
p.A93D
CFECIKTIQQRNLKTNIRLKKMASL[p.A9
RLKKMASLD,KMASLDRKA,RLKKMASLDR,MASLDRKASL,
LUAD





3D]DRKASLWLFLSSEEQMCGIHRETKK
KKMASLDRKA,ASLDRKASLW,LDRKASLWLF






M




TRIM61
c.294G>C
p.K98N
SLTEIAKQLQIRSKKRKRQEEKHVC[p.K9
NKHNQVLTF,RQEEKHVCNK,CNKHNQVLTF,KHNQVLTF
CESC





8N]NKHNQVLTFFCQKDLELLCPRCSLS
F






T




TRIM7
c.994C>A
p.L332I
MKNKVWNVSLKTFVLKGMLKKFKED[p.
MLKKFKEDI,KFKEDIRGEL,MLKKFKEDIR
LUSC





L332I]IRGELEKEEKVELTLDPDTANPRL







IL




TRIM9
c.1009C>A
p.R337S
FEACLVAQCDALIDALNRRKAQLLA[p.R
AQLLASVNK,SVNKEHEHK,RKAQLLASV,KAQLLASVN
LUAD





337S]SVNKEHEFIKLKVVRDQISHCTVK
K,ASVNKEHEHK,RRKAQLLASV






LRQ




TRIML1
c.1197C>A
p.H399Q
DLFSLIGLKIGDDYSLWVSSPLKGQ[p.H
LKGQQVREPV
LUAD





399Q]QVREPVCKVGVFLDYESGHIAFY







NGT




TRIO
c.1981C>T
p.R661W
QTGECDPEEIYQAAHQLEDRIQDFV[p.
RIQDFVWRV,FVWRVEQRK,DFVWRVEQR,WRVEQRKIL,
CRC





R661W]WRVEQRKILLDMSVSFHTHVK
DFVWRVEQRK,WRVEQRKILL






ELWTW




TRIOBP
c.3899A>G
p.H1300R
DLPPPRRLAQRQPGPQAQCSSGGRT[p.
GGRTRSPGR,RTRSPGRAE,GGRTRSPGRA,RTRSPGRAEV
ACC





H1300R]RSPGRAEVERLFGQERRKSEA







AGAFQ




TRIP11
c.1622de|A
p.K541fs
DQLSKQQNEGDSIISKLKQDLNDEK[p.K
KMIKWTLLK,EFINLKMIK,NLKMIKWTL,LKMIKWTLL,KREF
STAD





541fs]REFINLKMIKWTLLKS*
INLKM,REFINLKMI,DEKREFINL,NLKMIKWTLL,EKREFINL







KM,KMIKWTLLKS



TRIP12
c.5324T>C
p.L1775P
KLMAKAIMDFRLVDLPLGLPFYKWM[p.
WMPRQETSL,KWMPRQETS,LPFYKWMPR,MPRQETS
MM





L1775P]PRQETSLTSHDLFDIDPVVARS
LT,YKWMPRQET,KWMPRQETSL,GLPFYKWMPR,MPRQETS






VYHL
LTS,YKWMPRQETS



TRMT
c.731G>T
p.S244I
ALAARGFSELSTLEVLPQVYNVRTV[p.S
VYNVRTVIL,QVYNVRTVI,PQVYNVRTVI,QVYNVRTVIL
TGCT


61A


244I]ILPPPDLGTGTDGPAGSDTSPFRS







GT




TRPA1
c.162G>T
p.K54N
TEDFKESLKVVFEGSAYGLQNFNKQ[p.
NFNKQNKLKR,LQNFNKQNKL
CRC





K54N]NKLKRCDDMDTFFLHYAAAEGQ







IELM




TRPA1
c.2017de|A
p.T673fs
DKSCRDYYIEYNFKYLQCPLEFTKK[p.T6
YMNRLQPST,RLQPSTQWY,LQPSTQWYK,LHRMLYMN
STAD





73fs]HLHRMLYMNRLQPSTQWYKITA
R,STQWYKITA,KKHLHRMLY,EFTKKHLHR,FTKKHLHRM,






*
LEFTKKHLH,KHLHRMLYM,HRMLYMNRL,QPSTQWYKI,MLYM







NRLQPS,HLHRMLYMNR,RLQPSTQWYK,LQPSTQWYKI,K







KHLHRMLYM,FTKKHLHRML,TKKHLHRMLY,RMLYMNRL







QP,YMNRLQPSTQ,MNRLQPSTQW,CPLEFTKKHL



TRPC5
c.1469C>T
p.S490L
PREEWEMWHPTLIAEALFAISNILS[p.S
FAISNILSL,AISNILSLL,ISNILSLLR,SLLRLISLF,LSLLRLISL,
CRC,UCEC





490L]LLRLISLFTANSHLGPLQISLGRML
FAISNILSLL,ILSLLRLISL,LLRLISLFTA,AISNILSLLR, 






L
LFAISNILSL,LSLLRLISLF,ISNILSLLRL



TRPM3
c.1285C>T
p.R429W
TRTQAQHLFIILMECMKKKELITVF[p.R
KELITVFWM,WMGSEGHQDI,KKKELITVFW,KKELITVFW
UCEC





429W]WMGSEGHQDIDLAILTALLKGA
M,KELITVFWMG






NASA




TRPM3
c.892G>T
p.G298W
QTMSNPMSKLTVLNSMHSHFILADN[p.
FILADNWTT,LADNWTTGK,ADNWTTGKY,SHFILADNW,L
LUAD





G298W]WTTGKYGAEVKLRRQLEKHIS
ADNWTTGKY,ILADNWTTGK,WTTGKYGAEV,HSHFILADN






LQKIN
W



TRPM6
c.2984G>A
p.R995H
IAKMTANMFYIVIIMAIVLLSFGVA[p.R
LLSFGVAHK,SFGVAHKAI,AHKAILSPK,LSFGVAH
CRC





995H]HKAILSPKEPPSWSLARDIVFEPY
KA,VLLSFGVAH,LLSFGVAHKA,VLLSFGVAHK,V






WM
AHKAILSPK,LSFGVAHKAI



TRPM7
c.2528G>A
p.R843Q
VRILDSNEGKNEMEIQMKSKKLPIT[p.R
ITQKFYAFY,KSKKLPITQ,KLPITQKFY,KKLPITQKF,TQKFYAF
CRC





843Q]QKFYAFYHAPIVKFWFNTLAYLG
YH,QKFYAFYHA,LPITQKFYA,KLPITQKFYA,KSKKLPITQK,IT






FLM
QKFYAFYH,TQKFYAFYHA,KKLPITQKFY,PITQKFYAFY,LPIT







QKFYAF,SKKLPITQKF,QKFYAFYHAP



TRPM7
c.5584C>T
p.R1862C
PQDEPSDLNLQPGNSTKESESTNSV[p.
SESTNSVCL,KESESTNSVC,SESTNSVCLM
CRC





R1862C]CLML*




TRPM8
c.2295_229
p.H765fs
VFYIAFLLLFAYVLLMDFHSVPHPP[p.H
VLAGLCPLL,HSVPHPPRA,HPPRAGPVL,RAGPVLAGL,DFH
STAD



6insC

765fs]RAGPVLAGLCPLL*
SVPHPPR,VPHPPRAGPV,GPVLAGLCPL



TRPS1
c.3373C>T
p.R112
IEKYQYPLFGLPFVHNDFQSEADWL[p.
WLWFWSKYK,FQSEADWLW,SEADWLWFW,LWFWSKYK
CRC




5W
R1125W]WFWSKYKLSVPGNPHYLSHV
L,WLWFWSKYKL,EADWLWFWSK,DFQSEADWLW,FQSE






PGLPNP
ADWLWF,WFWSKYKLSV,DWLWFWSKYK,ADWLWFWSK







Y,SEADWLWFWS



TRPV2
c.1865_186
p.L627
KFTIGMGELAFQEQLHFRGMVLLLL[p.L
MVLLLLAYV,VLLLLAYVL,RGMVLLLLA,GMVLLLLAY,GMVL
CLL



7de|TGC
de|
627de|]AYVLLTYILLLNMLIALMSETVN
LLLAYV,MVLLLLAYVL,VLLLLAYVLL,RGMVLLLLAY






SVATD




TRPV3
c.653C>A
p.A218E
FAEENDILGRFINAEYTEEAYEGQT[p.A
GQTELNIAI,ELNIAIERR,EAYEGQTEL,YEGQTELNI,AYEGQ
KIRP





218E]ELNIAIERRQGDIAALLIAAGADV
TELNI,QTELNIAIER,EEAYEGQTEL,YEGQTELNIA






NA




TRPV5
c.1475G>A
p.R492H
YFTRGFQMLGPFTIMIQKMIFGDLM[p.
LMHFCWLMA,MHFCWLMAV,KMIFGDLMH,MIFGDLMH
CRC





R492H]HFCWLMAVVILGFASAFYIIFQT
F,DLMHFCWLM,GDLMHFCWL,MIFGDLMHFC,LMHFCW






EDP
LMAV,KMIFGDLMHF,IFGDLMHFCW,HFCWLMAVVI,MH







FCWLMAVV,GDLMHFCWLM



TRRAP
c.10543C>T
p.R3515W
THYYIKIARFMPRVEIVQKHNTAAR[p.R
TAARWLYIR,AARWLYIRG,HNTAARWLY,NTAARWLYI,QK
CRC





3515W]WLYIRGHNGKIYPYLVMNDAC
HNTAARW,KHNTAARWL,WLYIRGHNGK,NTAARWLYIR,






LTESR
AARWLYIRGH,RWLYIRGHNG,KHNTAARWLY,VQKHNTA







ARW,QKHNTAARWL



TRRAP
c.2917G>T
p.A973S
DCLKSANTEPYYRRQAWEVIKCFLV[p.A
SMMSLEDNK,CFLVSMMSL,VIKCFLVSM,IKCFLVSMM,VS
KICH





973S]SMMSLEDNKHALYQLLAHPNFT
MMSLEDNK,EVIKCFLVSM,KCFLVSMMSL,SMMSLEDNKH,






EKTI
WEVIKCFLVS



TSC1
c.1132G>T
p.G378C
CGMTTPPTSPGNVPPDLSHPYSKVF[p.
KVFCTTAGG,YSKVFCTTA,SKVFCTTAG,KVFCTTAGGK,
LUAD





G378C]CTTAGGKGTPLGTPATSPPPAP
HPYSKVFCTT






LCHS




TSC22
c.1255G>A
p.A419T
AQPSSTGAAASPATAATLPVGTGQN[p.
NTSSVGAQL,GQNTSSVGA,NTSSVGAQLM
ACC


D2


A419T]TSSVGAQLMGASSQPSEAMAP







RTGPA




TSG101
c.794A>G
p.K265R
WRMKEEMDRAQAELNALKRTEEDLK[p.
DLKRGHQKL,RGHQKLEEM
THCA





K265R]RGHQKLEEMVTRLDQEVAEV







DKNIEL




TSG101
c.826C>A
p.R276S
AELNALKRTEEDLKKGHQKLEEMVT[p.
KLEEMVTSL,SLDQEVAEV,MVTSLDQEV,EMVTSLDQEV,TS
LUAD





R276S]SLDQEVAEVDKNIELLKKKDEEL
LDQEVAEV,QKLEEMVTSL






SSA




TSHZ1
c.1503G>C
p.K501N
EDSLEKFEPSTLYPYLREEDLDDSP[p.K5
SPNGGLDIL
LUAD





01N]NGGLDILKSLENTVSTAISKAQNG







AP




TSHZ1
c.2642G>T
p.R881M
QAQFASSLRETTEGKYIMSDLGPQE[p.
MSDLGPQEM,QEMVHISKF,MSDLGPQEMV,IMSDLGPQE
CRC





R881M]MVHISKFTGLSMTTISHWLAN
M,MVHISKFTGL,PQEMVHISKF,QEMVHISKFT






VKYQL




TSHZ2
c.664G>A
p.A222T
LYRQSSKMCGTVFTGASRFRCRQCS[p.
RFRCRQCST,RCRQCSTAY,CSTAYDTLV,TAYDTLVEL,RQCS
GBM





A222T]TAYDTLVELTVHMNETGHYQD
TAYDT,STAYDTLVEL,RFRCRQCSTA,FRCRQCSTAY,RQCST






DNRKK
AYDTL



TSHZ3
c.2030G>T
p.G677V
EPIKMEASSDGGFRSQENSPSPPRD[p.
RDVCKDGSPL
LUAD





G677V]VCKDGSPLAEPVENGKELVKPL







ASSL




TSKS
c.1537G>A
p.E513K
CPSCQRLHKKILELERQALAKHVRA[p.E
ALAKHVRAK,LAKHVRAKA,HVRAKALSS,RAKALSSTL,KALS
BLCA





513K]KALSSTLRLAQDEALRAKNLLLTD
STLRL,AKHVRAKAL,ALAKHVRAKA,QALAKHVRAK,






KM
HVRAKALSST,RAKALSSTLR,KALSSTLRLA,LAKHVRAKAL,







VRAKALSSTL,AKALSSTLRL



TSPAN4
c.274C>G
p.L92V
IGFVGCLGAIKENKCLLLTFFLLLL[p.L92
LTFFLLLLV,FLLLLVVFL,LLLLVVFLL,LLVVFLLEA,FFLLLLVVF,
PRAD,CT





V]VVFLLEATIAILFFAYTDKIDRYAQQ
LLTFFLLLLV,LTFFLLLLVV,FLLLLVVFLL,LLLVVFLLEA,TFFLLL







LVVF,FFLLLLVVFL



TSSK1B
c.901G>A
p.E301K
ARGSPSVAINKEGESSRGTEPLWTP[p.E
GTEPLWTPK,RGTEPLWTPK
UCEC





301K]KPGSDKKSATKLEPEGEAQPQAQ







PET




TTBK2
c.249T>G
p.C83W
KQVLKMEVAVLKKLQGKDHVCRFIG[p.
WGRNDRFNY,VCRFIGWGR,FIGWGRNDR,IGWGRNDRF,
KIRP





C83W]WGRNDRFNYVVMQLQGRNLA
HVCRFIGWGR,GWGRNDRFNY,RFIGWGRNDR,FIGWGR






DLRRSQ
NDRF



TTC21A
c.809C>A
p.S270Y
ESNIDACQILTVHELAREGNMTTVS[p.S
NMTTVSYLK,TVSYLKTQK,EGNMTTVSY,GNMTTVSYL,GN
CRC





270Y]YLKTQKATNHVRNLIKALETREPE
MTTVSYLK,TTVSYLKTQK,REGNMTTVSY






NP




TTF1
c.1007
p.K336fs
RPAVGLHGETAGIPAPAYKNKSKKK[p.K
TLKDHRWAV,GLWKAVQLL,LVMIFQCPV,SLRKGSLRL,RLSKGH
STAD



de|A

336fs]RKSPITRNLRQWPCLRASRVHTL
ECL,RASRVHTLK,TVQRRSLRK,WAVRLGLWK,LWKAV






KDHRWAVRLGLWKAVQLLKGSRNPTV
QLLK,RSLRKGSLR,RWAVRLGLW,IFQCPVRTL,RTLRAHSLI,






QRRSLRKGSLRLSKGHECLVMIFQCPVR
KNKSKKKRK,KKRKSPITR,KSPITRNLR,RNLRQWPCL,CLRAS






TLRAHSLIQ*
RVHT,RVHTLKDHR,HTLKDHRWA,AVRLGLWKA,GSRNPT







VQR,NLRQWPCLR,QWPCLRASR,PTVQRRSLR,VMIFQCP







VR,FQCPVRTLR,WPCLRASRV,NPTVQRRSL,SKKKRKSPI,LRA







SRVHTL,RKSPITRNL,RQWPCLRAS,HRWAVRLGL,SKGH







ECLVM,GHECLVMIF,VRTLRAHSL,CPVRTLRAH,KDHRWA







VRL,RLSKGHECLV,CLVMIFQCPV,MIFQCPVRTL,CLRASRV







HTL,LLKGSRNPTV,GLWKAVQLLK,RWAVRLGLWK,LVMIF







QCPVR,KSKKKRKSPI,KKKRKSPITR,KRKSPITRNL,ITRNLRQ







WPC,RNLRQWPCLR,RQWPCLRASR,HTLKDHRWAV,







TLKDHRWAVR,AVRLGLWKAV,GSRNPTVQRR,RSLRKGSLRL,







SLRKGSLRLS,RTLRAHSLIQ,IFQCPVRTLR,LSKGHECLVM,







RVHTLKDHRW,HRWAVRLGLW,LRLSKGHECL,KG







HECLVMIF,FQCPVRTLRA,SPITRNLRQW



TTF1
c.1589A>G
p.Q530R
IKDRATSTIKRMYRDDLERFKEFKA[p.Q
RGVAIKFGK,RFKEFKARG,KARGVAIKF,EFKARGVAI,KEFKA
TGCT





530R]RGVAIKFGKFSVKENKQLEKNVE
RGVA,RFKEFKARGV,EFKARGVAIK,KARGVAIKFG,KEFKAR






DFL
GVAI,FKARGVAIKF,RGVAIKFGKF



TTF2
c.2281C>A
p.R761S
LDEAHNVKNPRVQTSIAVCKLQACA[p.
KLQACASWA,LQACASWAV,CKLQACASW,SWAVTGTPI,KLQA
LUAD





R761S]SWAVTGTPIQNNLLDMYSLLKF
CASWAV,LQACASWAVT,ASWAVTGTPI






LRCS




TTI1
c.2120G>A
p.R707H
CGYDSLQHLINQNSDYLVNGISLNL[p.R
SLNLHHLAL,GISLNLHHL,LHHLALHPH,GISLNLHHLA,ISLNL
STAD





707H]HHLALHPHTPKVLEVMLRNSDA
HHLAL






NLLP




TTLL11
c.367_368
p.122_1
SELAARWEAEAVAAAKAAAKAEAEA[p.
AAKAEAEAK,EAKATAETV,AEAEAKATA,AKATAETVA,AEA
ACC



insAGG
23insKA
122_123insKA]KATAETVAEQVRVDA
KATAET,AAAKAEAEAK,AEAKATAETV




CCA

GAAGEPECKAGEEQPK




TTLL7
c.2252G>A
p.R751H
LIKLDSVKQRKVLDIVKTSIRTVLP[p.R75
TVLPHIWKV,SIRTVLPHI,RTVLPHIWK,TSIRTVLPH,KTSIRT
UCEC





1H]HIWKVPDVEEVNLYRIFNRVFNRLL
VLPH,RTVLPHIWKV,TSIRTVLPHI,SIRTVLPHIW,LPHIWKV






W
PDV



TUBA
c.436C>T
p.L146F
EDGVVGLNYSCGNLGRRVNGELQLG[p.
LQLGFLAII,ELQLGFLAI,VNGELQLGF,GELQLGFLA,RVNGE
ACC,GCT


1C


L146F]FLAIIN*
LQLGF,GELQLGFLAI



TUBA
c.526_527
p.Q176fs
SLLMERLSVDYGKKSKLEFAIYPAP[p.Q1
AIYPAPPGL,GLHGRGGAL,HGRGGALQL,LQLHPDHPH,FAI
LUAD


3C
insC

76fs]PGLHGRGGALQLHPDHPHDPGTF
YPAPPGL,AIYPAPPGLH,LEFAIYPAPP,LHGRGGALQL






*




TUBA
c.728G>A
p.R243Q
DIERPTYTNLNRLIGQIVSSITASL[p.R24
LQFDGALNV,SSITASLQF,ASLQFDGAL,SLQFDGALNV,ITA
CRC


3D


3Q]QFDGALNVDLTEFQTNLVPYPRIHF
SLQFDGA,VSSITASLQF,LQFDGALNVD






P




TUBB
c.304G>A
p.V102M
TYHGDSHLQLERINVHHHEASGGRY[p.
ASGGRYMPR,RYMPRAVLV,GGRYMPRAV,MPRAVLVDL,
GBM


P5


V102M]MPRAVLVDLEPGTMDSVRSG
HEASGGRYM,GRYMPRAVL,YMPRAVLVDL,EASGGRYMP






PFGQVL
R,HHEASGGRYM



TUBB
c.356G>A
p.R119H
HEASGGRYVPRAVLVDLEPGTMDSV[p.
MDSVHSGPF,HSGPFGQVL,SVHSGPFGQV,HSGPFGQVLR,
UCS


P5


R119H]HSGPFGQVLRPDNFIFGELRAR
TMDSVHSGPF,VHSGPFGQVL






TGVR




TUBD1
c.599C>T
p.A200V
YGTGEVIVQNYNSILTLSHLYRSSD[p.A2
HLYRSSDVL,RSSDVLLLH,LYRSSDVLL,YRSSDVLLL,HLYRSS
BRCA





00V]VLLLHENDAIHKICAKLMNIKQISFS
DVLL,VLLLHENDAI,LYRSSDVLLL,SHLYRSSDVL



TUFT1
c.1018G>A
p.A340T
KSQQRKVRQMIEQLQNSKAVIQSKD[p.
TTIQELKEK,SKDTTIQEL,AVIQSKDTTI
CRC





A340T]TTIQELKEKIAYLEAENLEMHDR







MEH




TUFT1
c.303G>C
p.L101F
HSAGHSLASELVESHDGHEEIIKVY[p.L1
IIKVYFKGR,KVYFKGRSG,YFKGRSGDK,FKGRSGDKM,HEEIIKVYF,
CESC





01F]FKGRSGDKMIHEKNINQLKSEVQY
VYFKGRSGDK,EIIKVYFKGR






IQ




TWIST
c.918T>A
p.H306Q
KKKHQEVQDQDPVFQGSDSSGYQSD[p.
SSGYQSDQK
CLL


NB


H306Q]QKKKKKKRKHSEEAEFTPPLK







CSPKR




TXND
c.1028G>A
p.R343Q
LIKSVDWLLVFSLFFLISFIMYATI[p.R34
FIMYATIQT,IQTESIRWL,QTESIRWLI,YATIQTESI,IMYATIQ
CRC


C15


3Q]QTESIRWLIPGQEQEHVE*
TE,IQTESIRWLI,IMYATIQTES,MYATIQTESI



TXNL1
c.700C>T
p.R234C
AERSEPTQALELTEDDIKEDGIVPL[p.R2
GIVPLCYVK,IVPLCYVKF,DGIVPLCYV,KEDGIVPLCY,GIVPL
UCEC





34C]CYVKFQNVNSVTIFVQSNQGEEET
CYVKF






TR




TYRP1
c.1054_1
p.T352fs
PEPQDVAQCLEVGLFDTPPFYSNST[p.
TVSETQWKV,ESMTLLFEV,TLLFEVFTI,STVSETQWK,SMTL
GBM



057de|

T352fs]VSETQWKVTVTPRESMTLLFEVF
LFEVF,EVFTIWLIY,QWKVTVTPR,MTLLFEVFT,TPRESMTLL,




ACAA

TIWLIYS*
SETQWKVTV,TQWKVTVTP,LLFEVFTIW,FEVFTIWLI,MTL







LFEVFTL,LLFEVFTIWL,STVSETQWKV,TQWKVTVTPR,ESM







TLLFEVF,TLLFEVFTIW,LFEVFTIWLI,KVTVTPRESM,EVFTI







WLIYS,TPRESMTLLF,RESMTLLFEV,FEVFTIWLIY,SETQWK







VTVT,TPPFYSNSTV



U2AF1
c.101C>A
p.S34Y
FGTEKDKVNCSFYFKIGACRHGDRC[p.S
YRLHNKPTF,CYRLHNKPTF,GDRCYRLHNK,GACRHGDRCY
LAML





34Y]YRLHNKPTFSQTIALLNIYRNPQNS







S




U2AF1
c.101C>T
p.S34F
FGTEKDKVNCSFYFKIGACRHGDRC[p.S
FRLHNKPTF,CFRLHNKPTF,ACRHGDRCFR,GDRCFRLHNK,
CESC,LAML,





34F]FRLHNKPTFSQTIALLNIYRNPQNS
GACRHGDRCF
LUAD,UCS





S




UBC
c.2051de|G
p.G684fs
EDGRTLSDYNIQKESTLHLVLRLRG[p.G
SLHFPFNKV,HLVLRLRGV,LLRFQQISL,VLRLRGVSK,GVSKF
STAD





684fs]VSKFPLLRFQQISLHFPFNKVVAF
PLLR,ISLHFPFNK,RFQQISLHF,QQISLHFPF,RLRGVSKFP,R







GVSKFPLL,FPLLRFQQI,FPFNKVVAF,LRLRGVSKF,LRGVSK







FPL,VSKFPLLRF,LHFPFNKVV,RLRGVSKFPL,SLHFPFNKVV,







LVLRLRGVSK,QISLHFPFNK,KFPLLRFQQI,FQQISLHFPF,HF







PFNKVVAF,RGVSKFPLLR,ISLHFPFNKV,VLRLRGVSKF,GVS







KFPLLRF,LRFQQISLHF,LHFPFNKVVA,FPLLRFQQIS



UBC
c.572T>C
p.I191T
TLEVEPSDTIENVKAKIQDKEGIPP[p.I19
TSRGSSLQA,PPTSRGSSL,IPPTSRGSSL,IQDKEGIPPT
PRAD





1T]TSRGSSLQASSWKMAVLFLTTTSRR







S




UBE2J2
c.577G>T
p.G193W
KQKQKAQDELSSRPQTLPLPDVVPD[p.
VPDWETHLV,VVPDWETHLV,DVVPDWETHL,WETH
LUAD





G193W]WETHLVQNGIQLLNGHAPGA
LVQNGI,LPLPDVVPDW






VPNLAG




UBE2M
c.392G>A
p.G131D
LEGNVCLNILREDWKPVLTINSIIY[p.G1
NSIIYDLQY,SIIYDLQYLF,TINSIIYDL,IIYDLQYLF,IYDLQYLFL,I
TGCT





31D]DLQYLFLEPNPEDPLNKEAAEVLQ
IYDLQYLFL,SIIYDLQYLF,INSIIYDLQY,LTINSIIYDL,NSIIYDL






NN
QYL



UBE2
c.257G>T
p.R86I
EEYPMAAPKVRFMTKIYHPNVDKLE[p.
EIISLDILK,HPNVDKLEI,LEIISLDIL,HPNVDKLEII
CRC


NL


R86I]IISLDILKDKWSPALQIRTVLLSIQA




UBE2O
c.3354_33
p.R1118fs
YENSRCYNEMALIRVVQSMTQLVRR[p.
SMTQLVRRA,TQLVRRAPR,LVRRAPRGL,MTQLVRRAPR
KIRC



55insG

R1118fs]APRGL*




UBIAD1
c.289G>A
p.A97T
AYRSHGVLDPRLLVGCAVAVLAVHG[p.
GTGNLVNTY,AVHGTGNLV,TGNLVNTYY,GTGNLVNTYY,V
CRC





A97T]TGNLVNTYYDFSKGIDHKKSDDR
LAVHGTGNL,HGTGNLVNTY,LAVHGTGNLV






TLV




UBOX5
c.1250C>T
p.S417L
LPTTSEHTAKKMKATNEPSLTHMDC[p.
HMDCLTGPL,LTGPLSHEQK,THMDCLTGPL
BLCA





S417L]LTGPLSHEQKLSQSLEIALASTLG







SM




UBQL
c.1568de|C
p.A523fs
PIGPIVPFTPIGPIGPIGPTGPAAP[p.A52
GLLCPALHL,LLCPALHLV,ALHLVKPRV,ALVAPRGLL,VLHQ
STAD


N2


3fs]LAPPALVAPRGLLCPALHLVKPRVL
NLDPT,MLHSCRIQK,SSSFSKWCR,SFSKWCRPW,APRGLLC






HQNLDPTSSSFSKWCRPWLEQMLHSC
PA,KPRVLHQNL,EQMLHSCRI,NLDPTSSSF,WCRPWLEQM,






RIQKSDFSNNWNSSTQWGS*
QKSDFSNNW,NNWNSSTQW,APLAPPALV,GLLCPALHLV,







LLCPALHLVK,QMLHSCRIQK,TSSSFSKWCR,SFSKWCRPW







L,KWCRPWLEQM,LAPPALVAPR,GPAAPLAPPA,APLAPPA







LVA,APRGLLCPAL,IQKSDFSNNW,RGLLCPALHL,HQNLDP







TSSS,QNLDPTSSSF,SSFSKWCRPW,LEQMLHSCRI,HSCRIQ







KSDF,SNNWNSSTQW,DPTSSSFSKW



UBR1
c.4939G>T
p.G1647W
KHPVLCLFCGAILCSQNICCQEIVN[p.
WEEVGACIF,QEIVNWEEV,WEEVGACIFH
LUAD





G1647W]WEEVGACIFHALHCGAG







VCIFLKIRE




UBR4
c.8406de|C
p.P2802fs
TAENVNNGNPSPLEALLAGAEGFPP[p.
LMQMTRPWL,TSHLMQMTR,CWTSHLMQM,FPPCWTSH
STAD





P2802fs]CWTSHLMQMTRPWLN*
L,HLMQMTRPW,AEGFPPCWT,HLMQMTRPWL,WTSHL







MQMTR,GFPPCWTSHL,FPPCWTSHLM,SHLMQMTRPW,







AEGFPPCWTS



UBR5
c.6360de|A
p.K212
EVLPTKMSYAANLKNVMNMQNRQKK
KNSPCCQKK,KLRVQNQGH,RVQNQGHLL,VQNQGHLLM,
KICH




0fs
[p.K2120fs]KGKNSPCCQKKLRVQNQG
LRVQNQGHL,NQGHLLMIL,MQNRQKKKGK,KGKNSPCCQ






HLLMILLHN*
K,KLRVQNQGHL,RVQNQGHLLM,LRVQNQGHLL,VQNQG







HLLMI,NQGHLLMILL



UBR5
c.7551G>T
p.R251
LDDTDDGDDNAPLFYQPGKRGFYTP[p.
GFYTPSPGK,RGFYTPSPG,RGFYTPSPGK,SPGKNTEARL
TGCT




7S
R2517S]SPGKNTEARLNCFRNIGRILGL







CLLQ




UBXN7
c.827C>T
p.A276V
LDQVTGFLGEHGQLDGLSSSPPKKC[p.
KKCVRSESL
CLL





A276V]VRSESLIDASEDSQLEAAIRASL







QET




UGP2
c.784G>C
p.D262H
ASFYNSGLLDTFIGEGKEYIFVSNI[p.D2
NIHNLGATV,IFVSNIHNL,IFVSNIHNL,FVSNIHNLGA,
BLCA





62H]HNLGATVDLYILNHLMNPPNGKR
HNLGATVDLY,KEYIFVSNIH






CEF




UGT1
c.10A>G
p.T4A
MAR[p.T4A]AGWTSPIPLCVSLLLTCGF
ARAGWTSPI,AGWTSPIPL,MARAGWTSPI,RAGWTSPIPL
KIRP


A1


AEAGKLL




UGT2
c.290de|A
p.N97fs
EIYRVPFGKERIEGVIKDFVLTWLE[p.N9
LLQPFGDSI,DFVLTWLEI,TWLEIDHLL,LEIDHLLQP,VLTWL
CRC


A1


7fs]IDHLLQPFGDSIRRWPK*
EIDHL,HLLQPFGDSI,LEIDHLLQPF,KDFVLTWLEI,QPFGDSI







RRW



UGT2
c.1340G>T
p.R447I
STDLLNALKTVINDPLYKENIMKLS[p.R4
KENIMKLSI,IMKLSIIQH,YKENIMKLSI,KENIMKLSII
TGCT


B11


47I]IIQHDQPVKPLDRAVFWIEFVMPH







KG




UGT2
c.866C>A
p.P289H
FQFPHPFLPNIDFVGGLHCKPAKPL[p.P
HCKPAKPLHK,KPAKPLHKEM
GBM


B28


289H]HKEMEEFVQSSGENGVVVFSLG







SVIS




UGT2
c.642G>A
p.M214I
FPPSYVPVVMSELTDQMTFMERVKN[p.
RVKNIIYVL,TFMERVKNI,KNIIYVLYF,IIYVLYFDF,VKNIIYVL
LUAD


B7


M214I]IIYVLYFDFWFEIFDMKKWDQF
Y,MERVKNIIY,FMERVKNII,FMERVKNIIY,RVKNIIYVLY,TF






YSEV
MERVKNII,NIIYVLYFDF,IIYVLYFDFW,MTFMERVKNI,MERV







KNIIYV,VKNIIYVLYF



UGT8
c.304G>A
p.E102K
FNSTTSDAFLQSKMRNIFSGRLTAI[p.E1
KLFDILDHY,FSGRLTAIK,SGRLTAIKL,TAIKLFDIL,GRLTAIKL
CRC,UCEC





02K]KLFDILDHYTKNCDLMVGNHALIQ
F,RLTAIKLFDI,KLFDILDHYT,IFSGRLTAIK,SGRLTAIKLF,IKLF






GL
DILDHY



UHRF
c.3990de|C
p.I1330fs
EIPVVVPMQIELLNSSITLKDDIPP[p.I13
HLQAPSPSL,SLWPWNMLC,IQHLQAPSP,LQAPSPSLW,AP
STAD


1BP1


30fs]SIQHLQAPSPSLWPWNMLC*
SPSLWPW,SPSLWPWNM,TLKDDIPPSI,SPSLWPWNML,IQHLQAPS







PS,QHLQAPSPSL,HLQAPSPSLW,IPPSIQHLQA



UMO
c.1677G>A
p.M559I
CQCRTTRDATPSRAGRACEGDLVSP[p.
LVSPIGGGL,SPIGGGLSA,CEGDLVSPI,SPIGGGLSAA
TGCT


DL1


M559I]IGGGLSAATGVTVPGLGTGTAA







LGLE




UNC9
c.1334_133
p.V445A
LTMVAYGLVECVESKNPIRPHAPGQ[p.
RPHAPGQAN
TGCT


3A
5TC>CG

V445A]ANQAEDEEIQTKM*




UNC9
c.1492G>A
p.V498M
YHWWQAVAIFTVYLGSSLHMKAKLA[p.
KLAMLLVTL,LAMLLVTLV,AMLLVTLVA,MLLVTLVAA,HMK
CESC


3B1


V498M]MLLVTLVAAAVSYLRMEQKLR
AKLAML,KAKLAMLLV,LHMKAKLAM,MKAKLAMLL,AKLA






RGVAP
MLLVT,KLAMLLVTLV,AMLLVTLVAA,MLLVTLVAAA,HMK







AKLAMLL,KAKLAMLLVT,SLHMKAKLAM,LHMKAKLAML,







MKAKLAMLLV,AKLAMLLVTL,LAMLLVTLVA



UPK2
c.145de|C
p.P49fs
DFNISSLSGLLSPALTESLLVALPP[p.P49
SLLVALPPV,ALPPVTSQEA,ESLLVALPPV,LPPVTSQEAM
STAD





fs]VTSQEAMPH*




UPK3A
c.816_817
p.G272fs
QITQEAVPKSLGASESSYTSVNRGP[p.G
YTSVNRGPA
KIRC



insC

272fs]ATGQG*




UQCR
c.16T>G
p.S6A
MLSVA[p.S6A]ARSGPFAPVLSATSRGV
SVAARSGPF,ARSGPFAPV,SVAARSGPFA,
ACC


FS1


AGALRPLVQ
AARSGPFAPV,LSVAARSGPF,ARSGPFAPVL



UQCR
c.247A>G
p.I83V
QAVRRPLVASVGLNVPASVCYSHTD[p.
VKVPDFSEY,SVCYSHTDVK,DVKVPDFSEY,SHTDVKVPDF
KIRC


FS1


I83V]VKVPDFSEYRRLEVLDSTKSSRESS







E




URGCP
c.1916_191
p.G639fs
HFLREMGQFYEAESCLVEAGRLPAG[p.
HVWAAVCHR,RLPAGPEAF,HARPLGHRA,AARPTGETV,RS
KICH



7insG

G639fs]PEAFCPLPRLGLGAAADRAAS
SRGLHAA,SSRGLHAAH,AVCHREELR,EAFCPLPRL,ETVKA






GANRWEHAEHARPLGHRAPEGAARPT
GGS,QVHTPQHHV,HTPQHHVWA,LPRLGLGAA,RPLGHR






GETVKAGGSVNRRGARHGQVHTPQH
APE,APEGAARPT,TPQHHVWAA,RAASGANRW,AEHARPL






HVWAAVCHREELRSSRGLHAAHHSG*
GH,RGARHGQVH,GQVHTPQHH,EELRSSRGL,GQVHTPQ







HHV,AGRLPAGPEA,AARPTGETVK,TVKAGGSVNR,RSSRG







LHAAH,SSRGLHAAHH,HTPQHHVWAA,LPRLGLGAAA,RP







LGHRAPEG,TPQHHVWAAV,ELRSSRGLHA,GRLPAG







PEAF,WEHAEHARPL,QVHTPQHHVW,WAAVCHREEL,REELRSS







RGL,LRSSRGLHAA,PEAFCPLPRL,GETVKAGGSV,CPLPRLGLGA



URI1
c.39_40
p.S13fs
MEAPTVETPPDPSPP[p.S13fs]FGPGP
GAAARGAGK,VARPGCGAA,SVARPGCGA,TPPDPSPPF,VA
HNSC



insC

CPGSVARPGCGAAARGAGKGGH*
RPGCGAAA,CGAAARGAGK,SVARPGCGAA



USF1
c.155G>A
p.R52Q
DPTSVAIASIQSAATFPDPNVKYVF[p.R
FQTENGGQV,QTENGGQVMY,FQTENGGQVM
UCEC





52Q]QTENGGQVMYRVIQVSEGQLDG







QTEG




USH2A
c.11156G>A
p.R3719H
NSTTVELYWSLPEKPNGLVSQYQLS[p.R
YQLSHNGNL,QLSHNGNLL,LSHNGNLLF,SQYQLSHNG,SH
GBM





3719H]HNGNLLFLGGSEEQNFTDKNLE
NGNLLFL,YQLSHNGNLL,QYQLSHNGNL,QLSHNGNLLF,SQ






PNSR
YQLSHNGN,LSHNGNLLFL



USH2A
c.7107C>A
p.F2369L
KAHVRWEAPFRPNGLLTHSVLFTGI[p.F
VLFTGILYV,SVLFTGILY,TGILYVDPV,HSVLFTGIL,
CRC





2369L]LYVDPVGNNYTLLNVTKVMYSG
HSVLFTGILY,SVLFTGILYV,FTGILYVDPV,LYVDPVGNNY






EETN




USP11
c.856G>A
p.A286T
VLDAALETGQLIIMETRKKDGTWPS[p.
GTWPSTQLH,TWPSTQLHV,WPSTQLHVM,TWPSTQLHV
CRC





A286T]TQLHVMNNNMSEEDEDFKGQ
M,TQLHVMNNNM






PGICGL




USP15
c.2344de|A
p.K782fs
KKRYFDENAAEDFEKHESVEYKPPK[p.K
VEYKPPKNPL
STAD





782fs]NPL*




USP16
c.1364G>A
p.R455Q
DIPSGTSKHLQKKAKKQAKKQAKNQ[p.
QAKNQQRQQK,QQRQQKIQGK,AKNQQRQQKI
UCEC





R455Q]QRQQKIQGKVLHLNDICTIDHP







EDSE




USP25
c.2618G>A
p.R873H
FKAIKLEYARLVKLAQEDTPPETDY[p.R8
ETDYHLHHV,HLHHVVVYF,YHLHHVVVY,TDYHLHHVV,ET
UCEC





73H]HLHHVVVYFIQNQAPKKIIEKTLLE
DYHLHHVV,HLHHVVVYFI,YHLHHVVVYF,DTPPETDYH






Q
L,TDYHLHHVVV



USP25
c.3356G>A
p.R1119Q
EPPKLPSYSTHELCERFARIMLSLS[p.R1
MLSLSQTPA,RIMLSLSQT,IMLSLSQTP,IMLSLSQTPA
CRC





119Q]QTPADGR*




USP26
c.2582G>A
p.R861Q
TLKSGHYICDAYDFEKQIWFTYDDM[p.
FTYDDMQVL,MQVLGIQEA,TYDDMQVLGI,MQVLGIQEAQ
CRC





R861Q]QVLGIQEAQMQEDRRCTGYIF







FYMHN




USP29
c.243C>A
p.F81L
NIRSVVLRHCKKRQSHLRLTLKNNV[p.F
LLFIDKLSY,TLKNNVLLF,RLTLKNNVL,LKNNVLLFI,TLLKNNV
CRC





81L]LLFIDKLSYRDAKQLNMFLDIIHQN
LLFI,LLFIDKLSYR,LTLKNNVLLF,KNNVLLFIDK,VLLFIDKLSY,






K
LRLTLKNNVL,RLTLKNNVLL



USP31
c.1171G>A
p.D391N
LTEMYYDGFHRSFCDTDDLETVHES[p.
ETVHESNCI,TVHESNCIF,HESNCIFAF,TVHESNCIFA,ESNCI
CRC





D391N]NCIFAFETPEIFRPEGILSQRGIH
FAFET,VHESNCIFAF






LN




USP33
c.107G>A
p.R36Q
LTLKVLPHFESLGKQEKIPNKMSAF[p.R
KMSAFQNHC,SAFQNHCPH,MSAFQNHCPH,SAFQNHCP
UCEC





36Q]QNHCPHLDSVGEITKEDLIQKSLG
HL






TC




USP4
c.775C>G
p.L259V
STAPSRNFTTSPKSSASPYSSVSAS[p.L2
YSSVSASVI,PYSSVSASVI,SPYSSVSASV,YSSVSASVIA
CESC





59V]VIANGDSTSTCGMHSSGVSRGGS







GFS




USP40
c.2552C>T
p.S851L
DSYTLKEAELKMGSSLGLCLGKAPS[p.S
KAPSLSQLF,PSLSQLFLF,SLSQLFLFF,APSLSQLFL,GKAPSLS
CRC





851L]LSQLFLFFAMGSDVQPGTEMEIV
QL,SLSQLFLFFA,PSLSQLFLFF,KAPSLSQLFL,LGKAPSLSQL,






VEE
GKAPSLSQLF,APSLSQLFLF,LSQLFLFFAM



USP42
c.2336G>C
p.R779P
SPAAESLEEPDAAAGLSSTKKAPPP[p.R
STKKAPPPP,STKKAPPPPD
ACC





779P]PDPGTPATKEGAWEAMAVAPEE




USP46
c.410A>G
p.Q137R
LFDNYMQQDAHEFLNYLLNTIADIL[p.
TIADILREEK,ILREEKKQEK,LLNTIADILR
TGCT





Q137R]REEKKQEKQNGKLKNGNMNE







PAENNK




UTP14A
c.442G>A
p.V148I
EEIERIHREVAFNKTAQVLSKWDPV[p.V
VLSKWDPVI,VLSKWDPVIL,ILKNRQAEQL,LSKWDPVILK
CRC





148I]ILKNRQAEQLVFPLEKEEPAIAPIE







H




UTP3
c.226_228
p.E81de|
SRAALAKGWNEVQSGDEEDGEEEEE[p.
GEEEEEVLAL
PRAD



de|GAG

E81de|]VLALDMDDEDDEDGGNAGEE







EEEENADD




UTS2R
c.866C>A
p.A289E
VLLFWACFLPFWLWQLLAQYHQAPL[p.
LEPRTARIV,APLEPRTARI,AQYHQAPLEP,HQAPLEPRTA,E
KIRP





A289E]EPRTARIVNYLTTCLTYGNSCA
PRTARIVNY






NPFL




UXS1
c.298G>C
p.V100L
QKYPPVKFLSEKDRKRILITGGAGF[p.V1
LITGGAGFL,ILITGGAGFL,FLGSHLTDKL
OV





00L]LGSHLTDKLMMDGHEVTVVDNFF







TGR




VARS
c.151_152C
p.P51S
EAGEGPGWGGAHPRICLQPPPTSRT[p.
TSRTSFPPP,RTSFPPPRL,SRTSFPPPR,SFPPPRLPAL,TSFP
ACC



C>AG

P51S]SFPPPRLPALEQGPGGLWVWGA
PPRLPA,QPPPTSRTSF






TAVAQ




VASH1
c.7de|G
p.G3fs
MPGG[p.G3fs]RRWLGVAAAVPLQRPL
SLSTGVGYL,HLSLSAWKL,LSAWKLCSA,ATSESCSTI,YLWM
STAD





RPPPPLGSGVWRPAKEPQPREMRSQK
RPPGK,ITQGHSSLK,VAAAVPLQR,GSGVWRPAK,SVGPQT






RKGKRTCETEASPSLSTGVGYLWMRPP
CPR,QTCPRSPYR,RWLGVAAAV,GGRRWLGVA,AVPLQRP






GKGCGNTWPRSTPMERRWRNGSVGP
LR,RSQKRKGKR,RWRNGSVGP,RSPYRVCLR,RVCLRSSRL,C






QTCPRSPYRVCLRSSRLHLSLSAWKLCS
LRSSRLHL,RSSRLHLSL,SSRLHLSLS,TGVGYLWMR,NTWPR






ATSESCSTITQGHSSLKLRRADL*
STPM,RPLRPPPPL,CPRSPYRVC,ERRWRNGSV,SLKLRRADL,R







LHLSLSAW,GRRWLGVAA,RRWLGVAAA,LGVAAAVPL,







AAVPLQRPL,LQRPLRPPP,AKEPQPREM,CETEASPSL,LSTG







VGYLW,RSTPMERRW,RRWRNGSVG,PQTCPRSPY,SRLHL







SLSA,TQGHSSLKL,TEASPSLST,WLGVAAAVPL,SLSAWKLC







SA,RLHLSLSAWK,TITQGHSSLK,GVAAAVPLQR,STGVGYL







WMR,GSVGPQTCPR,GGRRWLGVAA,LGSGVWRPAK,EM







RSQKRKGK,KGKRTCETEA,GYLWMRPPGK,RSTPMERRW







R,RWRNGSVGPQ,RVCLRSSRLH,CLRSSRLHLS,RSSRLHLSL







S,SSRLHLSLSA,TWPRSTPMER,EASPSLSTGV,QTCP







RSPYRV,STITQGHSSL,MPGGRRWLGV,RPPPPLGSGV,CPR







SPYRVCL,MERRWRNGSV,SPSLSTGVGY,RRWLGVAAAV,AAAVP







LQRPL,LQRPLRPPPP,SLSTGVGYLW,LSTGVGYLWM,GNT







WPRSTPM,GPQTCPRSPY,YRVCLRSSRL,LRSSRLHLSL,SRL







HLSLSAW,LHLSLSAWKL,SATSESCSTI



VAV3
c.2053G>A
p.E685K
CVPKPVDYSCQPWYAGAMERLQAET[p.
RLQAETKLI,KLINRVNST,AETKLINRV,KLINRVNSTY,AMER
CRC





E685K]KLINRVNSTYLVRHRTKESGEY
LQAETK,MERLQAETKL






AISI




VCAN
c.3374G>A
p.R112
HSVSYPPGAVTEHKVKTDEVVTLTP[p.
TLTPHIGPK,EVVTLTPHI,LTPHIGPKV,DEVVTLTPH,T
CRC




5H
R1125H]HIGPKVSLSPGPEQKYETEGSST
LTPHIGPKV,VTLTPHIGPK,TPHIGPKVSL,DEVVTLTPHI






TGF




VCAN
c.3923C>G
p.S130
SSPPATQPTRPPTVEDKEAFGPQAL[p.S
ALCTPQPPA,CTPQPPASTK,KEAFGPQALC
CESC




8C
1308C]CTPQPPASTKFHPDINVYIIEVRE







NK




VEZF1
c.1063_106
p.355_3
ETSNQKQQQQQQQQQQQQQQQQQ
HNVTSWPGK,QQQQQHNVT,QQQQHNVTS,QQQHNVTS
STAD



4insACA
56insN
QH[p.355_356insN]NVTSWPGKQVET
W,NVTSWPGKQV,QQQQQQQHNV,QQQQQQHNVT,QQQQH






LRLWEEAVKARKKEAA
NVTSW,QQHNVTSWPG



VHL
c.115G>A
p.G39S
GAEEAGVEEYGPEEDGGEESGAEES[p.
SPEESGPEEL
KIRC





G39S]SPEESGPEELGAEEEMEAGRPRP







VLR




VHL
c.134C>T
p.P45L
VEEYGPEEDGGEESGAEESGPEESG[p.P
PEESGLEEL,LEELGAEEEM,EESGPEESGL
KIRC





45L]LEELGAEEEMEAGRPRPVLRSVNS







RE




VHL
c.194C>T
p.S65L
PEESGPEELGAEEEMEAGRPRPVLR[p.S
RPRPVLRLV,PVLRLVNSR,LVNSREPSQV,AGRPRPVLRL,RP
KIRC





65L]LVNSREPSQVIFCNRSPRWLPVW
RPVLRLVN






LN




VHL
c.221T>A
p.V74D
GAEEEMEAGRPRPVLRSVNSREPSQ[p.
PSQDIFCNR,DIFCNRSPR,SREPSQDIF,DIFCNRSPRV,NSRE
KIRC





V74D]DIFCNRSPRVVLPVWLNFDGEP
PSQDIF






QPYP




VHL
c.232A>G
p.N78D
EMEAGRPRPVLRSVNSREPSQVIFC[p.
VIFCDRSPR,VIFCDRSPRV,QVIFCDRSPR
KIRC





N78D]DRSPRVVLPVWLNFDGEPQPYP







TLPP




VHL
c.236G>C
p.R79P
MEAGRPRPVLRSVNSREPSQVIFCN[p.
VIFCNPSPR,SQVIFCNPS,VIFCNPSPRV,QVIFCNPSPR,NPS
KIRC





R79P]PSPRVVLPVWLNFDGEPQPYPTL
PRVVLPV,SQVIFCNPSP,FCNPSPRVVL






PPG




VHL
c.245G>C
p.R82P
GRPRPVLRSVNSREPSQVIFCNRSP[p.R
RSPPVVLPV,SPPVVLPVW,VIFCNRSPPV,RS
KIRC





82P]PVVLPVWLNFDGEPQPYPTLPPGT
PPVVLPVW






GR




VHL
c.263G>T
p.W88L
LRSVNSREPSQVIFCNRSPRVVLPV[p.W
VVLPVLLNF,SPRVVLPVL,RVVLPVLLNF,SPRVVLPVLL,RSP
KIRC





88L]LLNFDGEPQPYPTLPPGTGRRIHSY
RVVLPVL






R




VHL
c.266T>A
p.L89H
RSVNSREPSQVIFCNRSPRVVLPVW[p.L
VVLPVWHNF,RVVLPVWHNF,HNFDGEPQPY
KIRC





89H]HNFDGEPQPYPTLPPGTGRRIHSY







RG




VHL
c.266T>C
p.L89P
RSVNSREPSQVIFCNRSPRVVLPVW[p.L
VVLPVWPNF,WPNFDGEPQ,RVVLPVWPNF
KIRC





89P]PNFDGEPQPYPTLPPGTGRRIHSY







RG




VHL
c.320G>C
p.R107P
RVVLPVWLNFDGEPQPYPTLPPGTG[p.
GTGPRIHSY,TLPPGTGPR,TGPRIHSYR,LPPGTGPRI,
KIRC





R107P]PRIHSYRGHLWLFRDAGTHDGL
TLPPGTGPRI,GTGPRIHSYR






LVNQ




VHL
c.332G>A
p.S111N
PVWLNFDGEPQPYPTLPPGTGRRIH[p.
NYRGHLWLF,TGRRIHNYR,RIHNYRGHL,GTGRRIHNY,IHN
KIRC





S111N]NYRGHLWLFRDAGTHDGLLVN
YRGHLW,HNYRGHLWL,GTGRRIHNYR,HNYRGHLWLF,RI






QTELF
HNYRGHLW,NYRGHLWLFR,RRIHNYRGHL,IHNYRGHLWL



VHL
c.333C>A
p.S111R
PVWLNFDGEPQPYPTLPPGTGRRIH[p.
RYRGHLWLF,TGRRIHRYR,RIHRYRGHL,GTGRRIHRY,IHRY
KIRC





S111R]RYRGHLWLFRDAGTHDGLLVN
RGHLW,HRYRGHLWL,GTGRRIHRYR,HRYRGHLWLF,RIHR






QTELF
YRGHLW,RYRGHLWLFR,RRIHRYRGHL,IHRYRGHLWL



VHL
c.343C>A
p.H115N
NFDGEPQPYPTLPPGTGRRIHSYRG[p.
SYRGNLWLF,RIHSYRGNL,HSYRGNLWL,IHSYRGNLW,HSY
KIRC





H115N]NLWLFRDAGTHDGLLVNQTEL
RGNLWLF,RIHSYRGNLW,SYRGNLWLFR,RRIHSYRGNL,IH






FVPSL
SYRGNLWL



VHL
c.347de|T
p.L116fs
DGEPQPYPTLPPGTGRRIHSYRGHL[p.L
LTDSLFLPI,TMGFWLTKL,YLCHLSMLT,SMLTDSLFL,HLSM
KIRC





116fs]GSSEMQGHTMGFWLTKLNYLC
LTDSL,SLFLPISHC,FLPISHCQC,HTMGFWLTK,FWLTKLNYL,






HLSMLTDSLFLPISHCQCIL*
NYLCHLSML,RGHLGSSEM,GFWLTKLNY,EMQGHTMGF,







LSMLTDSLF,LNYLCHLSM,SSEMQGHTM,SEMQGHTMG,







MQGHTMGFW,TKLNYLCHL,LPISHCQCI,KLNYLCHLSM,M







LTDSLFLPI,FLPISHCQCI,HTMGFWLTKL,GFWLTKLNYL,RIHSY







RGHLG,LTKLNYLCHL,MGFWLTKLNY,LPISHCQCIL,SEMQGHT







MGF,HLSMLTDSLF,HSYRGHLGSS,YRGHLGSSEM,GSSEMQGHTM,







MQGHTMGFWL,LNYLCHLSML,CHLSMLTDSL,LSMLTDSLFL



VHL
c.361G>T
p.D121Y
QPYPTLPPGTGRRIHSYRGHLWLFR[p.
RYAGTHDGL,RGHLWLFRY,WLFRYAGTH,RYAGTH
KIRC





D121Y]YAGTHDGLLVNQTELFVPSLNV
DGLL,RGHLWLFRYA,YRGHLWLFRY,FRYAGTHDGL






DGQP




VHL
c.367de|G
p.G123fs
PTLPPGTGRRIHSYRGHLWLFRDAG[p.
LTDSLFLPI,TMGFWLTKL,YLCHLSMLT,SMLTDSLFL,WLFR
KIRC





G123fs]HTMGFWLTKLNYLCHLSMLTD
DAGHT,HLSMLTDSL,SLFLPISHC,FLPISHCQC,HTMGFWLTK,






SLFLPISHCQCIL*
FWLTKLNYL,NYLCHLSML,GFWLTKLNY,LSMLTDSLF,LF







RDAGHTM,LNYLCHLSM,RDAGHTMGF,TKLNYLCHL,LPIS







HCQCI,WLFRDAGHTM,KLNYLCHLSM,MLTDSLFLPI,FLPIS







HCQCI,HTMGFWLTKL,GFWLTKLNYL,LTKLNYLCHL,MGF







WLTKLNY,LPISHCQCIL,HLSMLTDSLF,FRDAGHTMGF,RD







AGHTMGFW,LNYLCHLSML,CHLSMLTDSL,LSMLTDSLFL



VHL
c.383T>A
p.L128H
PGTGRRIHSYRGHLWLFRDAGTHDG[p.
HLVNQTELF,GHLVNQTEL,HLVNQTELFV,GHLVNQTELF
KIRC





L128H]HLVNQTELFVPSLNVDGQPIFA







NITL




VHL
c.405A>T
p.L135F
HSYRGHLWLFRDAGTHDGLLVNQTE[p.
LVNQTEFFV,EFFVPSLNV,GLLVNQTEF,LLVNQTEFF,NQTE
KIRC





L135F]FFVPSLNVDGQPIFANITLPVYT
FFVPS,LLVNQTEFFV,NQTEFFVPSL,GLLVNQTEFF,TEFFVP






LKE
SLNV



VHL
c.452T>C
p.I151T
DGLLVNQTELFVPSLNVDGQPIFAN[p.I
FANTTLPVY,TTLPVYTLK,IFANTTLPV,NTTLPVYTL,QPIFAN
KIRC





151T]TTLPVYTLKERCLQVVRSLVKPEN
M,PIFANTTLPV,NTTLPVYTLK,IFANTTLPVY,GQPIFANTT






YR
L



VHL
c.458T>C
p.L153P
LLVNQTELFVPSLNVDGQPIFANIT[p.L1
IFANITPPV,ITPPVYTLK,FANITPPVY,NLIPPVYTL,PIFANITP
KIRC





53P]PPVYTLKERCLQVVRSLVKPENYRR
PV,NITPPVYTLK,IFANITPPVY,ANITPPVYTL






L




VHL
c.472C>G
p.L158V
TELFVPSLNVDGQPIFANITLPVYT[p.L1
NITLPVYTV,ITLPVYTVK,TVKERCLQV,YTVKERCLQV,NITLP
KIRC





58V]VKERCLQVVRSLVKPENYRRLDIVR
VYTVK,TVKERCLQVV






S




VHL
c.473T>C
p.L158P
TELFVPSLNVDGQPIFANITLPVYT[p.L1
ITLPVYTPK,TPKERCLQV,NITLPVYTPK,YTPKERCLQV,TPKE
KIRC





58P]PKERCLQVVRSLVKPENYRRLDIVR
RCLQVV






S




VHL
c.492de|G
p.Q164fs
LNVDGQPIFANITLPVYTLKERCLQ[p.Q
TLKERCLQL,KERCLQLSGA
KIRC





164fs]LSGA*




VHL
c.506T>C
p.L169P
GQPIFANITLPVYTLKERCLQWRS[p.L1
CLQVVRSPV,LQVVRSPVK,RSPVKPENY,PVKPENYRR,CLQ
KIRC





69P]PVKPENYRRLDIVRSLYEDLEDHPN
VVRSPVK,VRSPVKPENY






V




VHL
c.551T>C
p.L184P
KERCLQVVRSLVKPENYRRLDIVRS[p.L1
RLDIVRSPY,SPYEDLEDH,RRLDIVRSPY
KIRC





84P]PYEDLEDHPNVQKDLERLTQERIA







HQ




VHL
c.563T>C
p.L188P
LQVVRSLVKPENYRRLDIVRSLYED[p.L1
YEDPEDHPNV
KIRC





88P]PEDHPNVQKDLERLTQERIAHQR







MGD




VLDLR
c.692G>A
p.R231H
IPISWVCDDDADCSDQSDESLEQCG[p.
LEQCGHQPV,EQCGHQPVI,SLEQCGHQPV,CGHQPVIHTK,
BRCA





R231H]HQPVIHTKCPASEIQCGSGECIH
LEQCGHQPVI






KKW




VMP1
c.1105G>C
p.E369Q
AQRQKLHHKSEMGTPQGENWLSWM
WLSWMFQKL,WMFQKLVVV,FQKLVVVMV,NWLSWMF
LUAD





F[p.E369Q]QKLVVVMVCYFILSIINSMA
QK,SWMFQKLVV,MFQKLVVVM,WLSWMFQKLV,WMFQ






QSYAKR
KLVVVM,NWLSWMFQKL,SWMFQKLVVV,MFQKLVVVM







V,ENWLSWMFQK,LSWMFQKLVV,QKLVVVMVCY



VPRBP
c.2405G>A
p.R802Q
ARLQKADVVAQSRISFPEKELLLLI[p.R8
LLLLIQNHL,LLLIQNHLI,LIQNHLISK,KELLLLIQN,LLLLIQNHL
UCEC





02Q]QNHLISKGLGETATVLTKEADLPM
L,IQNHLISKGL,LLIQNHLISK






TA




VPRB
c.2817de|A
p.K939fs
CNGRKIRVLRQKSDHGAYSQSPAIK[p.K
WTDIFLPHL,FLPHLRWTV,AIKNSWTDI,SWTDIFLPH,IKNS
STAD


P


939fs]NSWTDIFLPHLRWTV*
WTDIF,WTDIFLPHLR,SWTDIFLPHL,IFLPHLRWTV,AIKNS







WTDIF,SQSPAIKNSW,IKNSWTDIFL



VPS
c.8647de|T
p.F2883fs
ILGLDVLGNPFGLIREFSEGVEAFF[p.F2
NLTREPSRV,LTREPSRVL,EAFFMNLTR,MNLTREPSR,EPSR
STAD


13A


883fs]MNLTREPSRVLKSLWKEWH*
VLKSL,SEGVEAFFM,FMNLTREPS,VLKSLWKEW,VEAFFM







NLT,FSEGVEAFFM,LTREPSRVLK,RVLKSLWKEW,PSRVLKS







LWK,FMNLTREPSR,EGVEAFFMNL,REPSRVLKSL,EPSRVL







KSLW



VPS
c.2075G>A
p.R692Q
IMGEKNSSNFMNTTNFQSLRPLPSI[p.R
RPLPSIQIL,SLRPLPSIQI,RPLPSIQILV,IQILVDKINL
UCEC


13B


692Q]QILVDKINLEHSVPMYAEQLVHV







VSS




VPS
c.7723G>T
p.G257
AQADCKLLECRNVTMQSVVKPFSIF[p.
FSIFWQMAV,WQMAVSSDV,KPFSIFWQM,WQMAVSSD
LUAD


13B

5W
G2575W]WQMAVSSDVVEKLLDCTVIV
VV,FSIFWQMAVS,VKPFSIFWQM,KPFSIFWQMA






DSVFVN




VPS
c.4075G>T
p.D135
SWYHKVPVVEIKGHLDSMNVSLNQE[p.
SLNQEYLNL,YLNLLFRIL,EYLNLLFRI,MNVSLNQEY,NVSLN
CRC


13C

9Y
D1359Y]YLNLLFRILTENLCEGTEDLDK
QEYL,NQEYLNLLF,SLNQEYLNLL,YLNLLFRILT,EYLNLLFRIL,






VKPR
SMNVSLNQEY,MNVSLNQEYL,LNQEYLNLLF,QEYLNLLFRI



VWA2
c.950G>A
p.G317D
RTTCPGPCDSQPCQNGGTCVPEGLD[p.
DDYQCLCPL,DYQCLCPLAF
TGCT





G317D]DYQCLCPLAFGGEANCALKLSL







ECRV




VWA3A
c.2863G>A
p.V955I
LEKVLRRYVQRLQWLLSGSRRLFGT[p.V
RLFGTILES,ILESKVCIL,GSRRLFGTI,SRRLFGTIL,ILES
BRCA





955I]ILESKVCILLDTSGSMGPYLQQVKT
KVCILL,RLFGTILESK,GSRRLFGTIL






E




VWA3B
c.1670G>T
p.R557L
QFIQEQLKYKSKFNFVKFDGQAVAW[p.
QAVAWLEQL,VAWLEQLAEV,GQAVAWLEQL
LUAD





R557L]LEQLAEVNEDNLEQAQSWIRDI







KIGS




VWA7
c.2375T>G
p.V792G
FSLTSNLSRAHLELNESAWGRLWLE[p.
RLWLEGPDSA
TGCT





V792G]GPDSAAPDSVVMVTVTAGGR







EANPVP




VWF
c.5160A>T
p.K1720N
LLDGSSSFPASYFDEMKSFAKAFIS[p.K1
FAKAFISNA,ISNANIGPR,KAFISNANI,KSFAKAFISN,SFAKA
BRCA





720N]NANIGPRLTQVSVLQYGSITTIDV
FISNA,FISNANIGPR,AKAFISNANI,ISNANIGPRL






PW




WAPAL
c.1564
p.R522fs
GFDDLSESEDDEDDDCQVERKTSKK[p.
MIIPRTVSL,IIPRTVSLV,LTMQRTCLV,QLHHPPCSL,SLPQK
STAD



de|A

R522fs]ELKQLHHPPCSLPQKAMIIPRT
AMII,MQRTCLVCL,VSLVLTMQR,KAMIIPRTV,RTVSLVLTM,






VSLVLTMQRTCLVCLKV*
IPRTVSLVL,KQLHHPPCSL,AMIIPRTVSL,MIIPRTVSLV,V







LTMQRTCLV,MQRTCLVCLK,TVSLVLTMQR,VERKTSKKEL,







TMQRTCLVCL,KELKQLHHPP



WASF3
c.913_914
p.P305fs
EHEYRPPSASARHMALNRPQQPPPP[p.
SSRLRDAPS,RPQQPPPPA,GLCTDGSSRL,SSRLRDAPSA,RP
STAD



insC

P305fs]ASPSGPRGVPGLCTDGSSRLRD
QQPPPPAS,SPSGPRGVPG






APSADN*




WASH
c.523G>A
p.G175S
APREVVDPSGGRATLLESIRQAGGI[p.G
RQAGGISKA,ISKAKLRSM,SIRQAGGISK,RQAGGISKAK,ISK
GBM,KIRC,


3P


175S]SKAKLRSMKERKLEKKQQKEQEQ
AKLRSMK
PRAD,SKCM





VRA




WASH
c.559C>G
p.L187V
ATLLESIRQAGGIGKAKLRSMKERK[p.L
SMKERKVEK,RSMKERKVEK,SMKERKVEKK,KLRSMKERKV
PRAD,TGCT


3P


187V]VEKKQQKEQEQVRATSQGGHL







MSDLF




WBP1
c.412_413insC
p.P138fs
LRFLSTFKPPAYEDVVHRPGTPPPP[p.P
LYCGPRPPL,RPGTPPPPL,GPRPPLDCF
STAD





138fs]LYCGPRPPLDCFQ*




WBSC
c.682C>T
p.R228C
LEEYVHKRYPGLVKVVRNQKREGLI[p.R
REGLICARI,LICARIEGWK
CRC


R17


228C]CARIEGWKVATGQVTGFFDAHV







EFTA




WDFY3
c.5525de|T
p.L1842fs
FIFGVPASSGTWSSIHNVCTEAVF[p.L1
CTEAVFYYW,YYWECSAAC,EAVFYYWEC,FYYWECSAA,
STAD





842fs]YYWECSAAC*
AVFYYWECSA,HNVCTEAVFY,TEAVFYYWEC



WDR17
c.832C>T
p.P278S
SESLSCITTFNLPSAAASVQCLAWV[p.P
AWVSSAPGM,WVSSAPGMF,WVSSAPGMFI,AWVSSAPG
CESC





278S]SSAPGMFITGDSQVGVLRIWNVS
MF,LAWVSSAPGM,VQCLAWVSSA






RTT




WDR3
c.2521G>A
p.E841K
KSSELEESLLVLPFSYVPDILKLFN[p.E84
KLFNKFIQL,LKLFNKFIQL
CRC





1K]KFIQLGSDVELICRCLFFLLRIHFGQ




WDR34
c.178T>G
p.W60G
PGPLQDETLGVASVPSQWRAVQGIR[p.
GETKSCQTA,AVQGIRGETK
ACC





W60G]GETKSCQTASIATASASAQARN







HVDA




WDR5
c.642de|C
p.N214fs
DGLCRIWDTASGQCLKTLIDDDNPP[p.
TLIDDDNPPC
STAD





N214fs]CLL*




WDR59
c.2509C>A
p.R837S
EHLSSPWGESSPEELRFGSLTYSDP[p.R
LTYSDPSER
LUAD





837S]SERERDQHDKNKRLLDPANTQQ







FDDF




WDR59
c.479de|A
p.N160fs
IKDTRKPTVALSAVAGASQVKWNKK[p.
KMLTALPPA,MLTALPPAM,ALPPAMTAM,KWNKKMLTA,
STAD





N160fs]MLTALPPAMTAMCGYGIRGN
PAMTAMCGY,TAMCGYGIR,MTAMCGYGI,WNKKMLTAL,






PVQQWNI*
SQVKWNKKM,KKMLTALPP,KMLTALPPAM,AMTAMCGY







GI,MLTALPPAMT,ALPPAMTAMC,MTAMCGYGIR,KWNK







KMLTAL,LTALPPAMTA,TALPPAMTAM,SQVKWNKKML,V







KWNKKMLTA,KKMLTALPPA,PPAMTAMCGY



WDR60
c.1235de|A
p.Q412fs
DGDDDESSNEPESREKLEELPLAQK[p.Q
LLMQKMKGL,KMKGLASYL,KYKKFKELL,LAQKRKYKK,KFK
STAD





412fs]RKYKKFKELLMQKMKGLASYL*
ELLMQK,QKMKGLASY,RKYKKFKEL,MQKMKGLAS,AQKR







KYKKF,YKKFKELLM,FKELLMQKM,LPLAQKRKY,LLMQKM







KGLA,KYKKFKELLM,AQKRKYKKFK,KFKELLMQKM,MQK







MKGLASY,LAQKRKYKKF,RKYKKFKELL,QKMKGLASYL



WDR7
c.784de|G
p.G262fs
RVFDAGDYSLLCSGPSENGQTWTGG[p.
FTNYLPVAF,VIFTNYLPV,YLPVAFQLV,FQLVIHSAV,VMWG
STAD





G262fs]TLSHQIKSSFGQKMGKVIFTNY
RQLKI,QIKSSFGQK,SSFGQKMGK,AVMWGRQLK,NYLPVA






LPVAFQLVIHSAVMWGRQLKI*
FQL,MGKVIFTNY,LPVAFQLVI,LSHQIKSSF,QLVIHSAVM,G







QTWTGGTL,HQIKSSFGQ,IKSSFGQKM,GQKMGKVIF,GKV







IFTNYL,LVIHSAVMW,SAVMWGRQL,KVIFTNYLPV,VIFTN







YLPVA,YLPVAFQLVI,HQIKSSFGAK,KSSFGQKMGK,KMGK







VIFTNY,VIHSAVMWGR,SAVMWGRQLK,IFTNYLPVAF,NY







LPVAFQLV,MGKVIFTNYL,AVMWGRQLKI,WTGGTLS







HQI,SSFGQKMGKV,TLSHQIKSSF,FQLVIHSAVM,FGQKM







GKVIF,VAFQLVIFISA,HSAVMWGRQL,LPVAFQLVIH



WDR73
c.944_961
p.DGTR
CLAISGFDGTVQVYDATSWDGTRSQ[p.
TSWDGTRSQV
KIRC



de|ATGGAAC
SQ315
DGTRSQ315de|]VEPLFTHRGHIFLDGN





ACGGAG
de|
GMDPAPLVTTHTWHPCRPRTLLSATND





CCAAG






WDR75
c.860C>A
p.P287Q
SLLSGGRESVLVEWRDATEKNKEFL[p.P
FLQRLGATI,KEFLQRLGA,EFLQRLGATI,KEFLQRLGAT,
LUAD





287Q]QRLGATIEHISVSPAGDLFCTSHS
LQRLGATIEH






DN




WDR78
c.330T>A
p.N110K
NQSRMAVSKTVLIPPELKTVEKPNP[p.N
KTVEKPNPK,KIKTTQVFD,NPKIKTTQV,PKIKTTQVF,KIKTT
CLL





110K]KIKTTQVFDINGTDVTPRPLYHPD
QVFDI,NPKIKTTQVF






PL




WDR88
c.298G>T
p.G100W
KHQVPEKLIWGDQDPLSKIPFKILS[p.G
KILSWHEHA,ILSWHEHAV,KIPFKILSW,FKILSWHEH,KILS
LUAD





100W]WHEHAVSTCHFCVDDTKLLSGS
WHEHAV,SKIPFKILSW,FKILSWHEHA






YDCT




WDTC1
c.861_862
p.M287fs
RLRVLVATYVTFSPNGTELLVNMGG[p.
NMGGGTGLF,VNMGGGTGL,NMGGGTGLFV,VNMGGGT
STAD



insG

M287fs]GTGLFV*
GLF



WHSC
c.1254_125
p.K418fs
YIDKQPEEALSQAKKSVASKTEVKK[p.K
PTTKICAEY,KICAEYSAR,RGGGLLTLK,GGGLLTLKY,CRGGG
STAD


1L1
5insA

418fs]NPTTKICAEYSARTDQCRGGGLL
LLTL,TTKICAEYSA,RGGGLLTLKY,EYSARTDQCR,NPTTKICA






TLKY*
EY,AEYSARTDQC



WNK4
c.1816de|G
p.G606fs
CETDGYLSSSGFLDASDPALQPPGG[p.
RLLPYPFHV,LLPYPFHVL,AMPQMQLQA,AMWEKGWDK,S
STAD





G606fs]CHPAWLSPISACPRLLPYPFHV
ACPRLLPY,LQALAMWEK,PYPFHVLAL,HVLALEVTF,MQLQ






LALEVTFPPGTAMPQMQLQALAMWE
ALAMW,EVTFPPGTA,SPISACPRL,CPRLLPYPF,MPQMQL






KGWDK*
QAL,VTFPPGTAM,QMQLQALAM,HPAWLSPIS,LPYPFHVL







A,LEVTFPPGT,ISACPRLLPY,RLLPYPFHVL,LLPYPFHVLA,A







MPQMQLQAL,QLQALAMWEK,LAMWEKGWDK,WLSPIS







ACPR,YPFHVLALEV,EVTFPPGTAM,HPAWLSPISA,SPISAC







PRLL,LPYPFHVLAL,FPPGTAMPQM,MPQMQLQALA,LQP







PGGCHPA,FHVLALEVTF,LEVTFPPGTA,PQMQLQALAM,Q







MQLQALAMW,QPPGGCHPAW,QALAMWEKGW



WNT1
c.500de|G
p.W167fs
SEGSIESCTCDYRRRGPGGPDWHWG[p.
TLTSAASSA,GPDWHWGAA,WHWGAAATT,HWGAAATT
STAD





W167fs]AAATTLTSAASSAGSSWTPG
L,AASSAGSSW,SAGSSWTPGR,TTLTSAASSA,GPD






RRGGTCASS*
WHWGAAA,SAASSAGSSW,WHWGAAATTL,AAATTLTSAA



WNT11
c.1031G>A
p.C344Y
NPYTDRVVERCHCKYHWCCYVTCRR[p.
CCYVTCRRY,RYERTVERY,YVTCRRYER,YERTVE
OV





C344Y]YERTVERYVCK*
RYV,RRYERTVERY,CYVTCRRYER,YERTVERYVC



WNT16
c.494de|G
p.W165fs
GNMTECSCDTTLQNGGSASEGWHWG[p.
MMSSMACGS,SMACGSAES,MSSMACGSA,APMMSSMA
STAD





W165fs]AAPMMSSMACGSAESS*
C,GAAPMMSSM,SEGWHWGAA,GWHWGAAPM,WHW







GAAPMM,MMSSMACGSA,SASEGWHWGA,EGWHWGA







APM,WGAAPMMSSM,GWHWGAAPMM,SMACGSAESS



WNT5B
c.979A>G
p.K327E
RLCNKTSEGMDGCELMCCGRGYNQF[p.
RGYNQFES,QFESVQVER,NQFESVQVE,NQFESVQVER
TGCT





K327E]ESVQVERCHCKFHWCCFVRC







KKCTEI




WT1
c.1142_114
p.S381fs
HTHGVFRGIQDVRRVPGVAPTLVRS[p.
TLVRNHTSV,CTAGSTLVR,LVRSGRHLR,RSGRHLRPV,SGRH
LAML



3insCGGTC

S381fs]GRHLRPVRNAPSCVLTQAAIRD
LRPVR,LVRNHTSVT,RNHTSVTSR,HTSVTSRTV,GFLVQTS






ILSCPTYRCTAGSTLVRNHTSVTSRTVNE
SK,RDILSCPTY,CVLTQAAIR,DILSCPTYR,RPVRNAPSC,TLVRSGRH






GFLVQTSSKDTKGDIQV*
L,VRNAPSCVL,TQAAIRDIL,YRCTAGSTL,TSRTVNEGF,LVQTSS







KDTK,TYRCTAGSTL,RSGRHLRPVR,HLRPVRNAPS,STLVR







NHTSV,TSRTVNEGFL,TLVRSGRHLR,RPVRNAPSCV,APSCV







LTQAA,IRDILSCPTY,VTSRTVNEGF



WWP2
c.1373G>C
p.G458A
EDPRTQGMIQEPALPPGWEMKYTSE[p.
EMKYTSEAV,KYTSEAVRY,YTSEAVRYF,TSEAVRYFV,WEMKYTSEA,
KIRC





G458A]AVRYFVDHNTRTTTFKDPRPG
YTSEAVRYFV,KYTSEAVRYF,MKYTSEAVRY,EMKY






FESGT
TSEAVR,WEMKYTSEAV,SEAVRYFVDH



XAB2
c.2344G>A
p.E782K
SDLAPGQSGMDDMKLLEQRAEQLAA[p.
EQLAAKAER,AKAERDQPL,EQRAEQLAAK
BLCA





E782K]KAERDQPLRAQSKILFVRSDA







SREEL




XDH
c.1228C>T
p.P410S
MDHTFFPGYRKTLLSPEEILLSIEI[p.P41
ISYSREGEY,LSIEISYSR,SYSREGEYF,LLSIEISY,IEISYSREG,IS
TGCT





0S]SYSREGEYFSAFKQASRREDDIAKVT
YSREGEYF,LLSIEISYSR,EILLSIEISY,EEILLSIEIS



XIRP2
c.7315G>A
p.D2439N
GKTGVLPPPTLPKPKLPKHIKDNKN[p.D
KDNKNNFSPK,KHIKDNKNNF
SKCM





2439N]NFSPKVELATSLSDMECKITTSK







DQK




XIRP2
c.9023T>A
p.V3008E
IPGWLISEDKREYAVHIAMENNLEK[p.V
KEKEEITHI
CLL





3008E]EKEEITHIKTQAEDMLVSYENIIQ







TA




XKR6
c.803G>A
p.R268Q
SVIHLLQMGQVWRYIRTMYLGIQSQ[p.
MYLGIQSQQR,QQRKEHQRRF
CRC





R268Q]QRKEHQRRFYWAMMYEYAD







VNMLRLL




XPO1
c.1711G>A
p.E571K
QYPRFLRAHWKFLKTWNKLFEFMH[p.
KLFEFMHKT,FMHKTHDGV,KTHDGVQDM,KLFEFMHKTH,
BRCA,CLL





E571K]KTHDGVQDMACDTFIKIAQKC
VNKLFEFMHK,KTHDGVQDMA,EFMHKTHDGV,FMHKTH






RRHFV
DGVQ,HKTHDGVQDM



XPOT
c.1621C>T
p.R541W
EPQHIPCVLMAFLDHRGLRHSSAKV[p.
KVWSRTAYL,HSSAKVWSR,VWSRTAYLF,SAKVWSRTA,W
CRC





R541W]WSRTAYLFSRFVKSLNKQMNP
SRTAYLFS,AKVWSRTAY,LRHSSAKVW,KVWSRTAYLF,SAKVWS






FIEDI
RTAY,WSRTAYLFSR,GLRHSSAKVW,AKVWSRTAYL



XYLB
c.260C>T
p.S87F
TSPVLMWVQALDIILEKMKASGFDF[p.
FQVLALSGA,MKASGFDFF,SGFDFFQVL,FDFFQVLAL,KAS
BLCA





S87F]FQVLALSGAGQQHGSIYWKAGA
GFDFFQV,KMKASGFDFF,FQVLALSGAG






QQAL




XYLT2
c.1578de|C
p.Y526fs
RKFESTVNQEVLEILDFHLYGSYPP[p.Y5
HLYGSYPPA,RLMAPVGSV,SLLTQPSPA,LMAPVGSVM,CIS
STAD





26fs]ARQPSRPTGRTPTTRLMAPVGSV
MTTISR,RTPTTRLMA,TTRLMAPVG,ASACTMPPL,ISMTTI






MSCSLLTQPSPASACTMPPLLHPQWA
SRA,LYGSYPPAR,PTTRLMAPV,HSAGLSPGA,RPTGRTPTT,






PHSAGLSPGACRPACTCISMTTISRATW*
HPQWAPHSA,SPGACRPAC,RPACTCISM,LLHPQWAPH,G







SVMSCSLL,MTTISRATW,MPPLLHPQW,RLMAPVGSVM,L







LTQPSPASA,GLSPGACRPA,HLYGSYPPAR,TMPPLLHPQW,







TGRTPTTRLM,ASACTMPPLL,SYPPARQPSR,TCISMTTISR,







TPTTRLMAPV,QPSPASACTM,HPQWAPHSAG,APHSAGLS







PG,RPACTCISMT,FHLYGSYPPA,PQWAPHSAGL,SMTTISR







ATW,MPPLLHPQWA



YBX1
c.749C>T
p.P250L
GAGEQGRPVRQNMYRGYRPRFRRGP[p.
RFRRGPLRQ,RPRFRRGPL,RPRFRRGPLR,RFRRGPLRQR
KIRP





P250L]LRQRQPREDGNEEDKENQG







DETQGQQ




YBX2
c.677de|C
p.P226fs
SAGTGPGSKGERAEDSGQRPRRWCP[p.
RWCPHPSST,HPSSTDGGL,CEAPGLPTS,GQRPRRWCPH,R
STAD





P226fs]HPSSTDGGLCEAPGLPTSSSL*
PRRWCPHPS,APGLPTSSSL,RRWCPHPSST,CEAPGLPTSS



YIF1A
c.391de|C
p.R131fs
LGLLVFPYTHQNWEVQYSRDAPLPP[p.
KTSTPLTSI,SISPRWPSL,LGWHWAFRK,WLGWHWAFR,IS
STAD





R131fs]GKTSTPLTSISPRWPSLLTCSWL
PRWPSLL,SWLGWHWAF,AFRKGSPRR,KGSPRRCWA,TPL






GWHWAFRKGSPRRCWACVQAQRWC
TSISPR,WAFRKGSPR,CWACVQAQR,PPGKTSTPL,SPRWP






GW*
SLLT,SPRRCWACV,LLTCSWLGW,RKGSPRRCW,VQAQRW







CGW,WPSLLTCSW,WACVQAQRW,SISPRWPSLL,WLGW







HWAFRK,STPLTSISPR,SWLGWHWAFR,RWPSLLTCSW,SL







LTCSWLGW,CSWLGWHWAF,CWACVQAQRW,TSISPRW







PSL,HWAFRKGSPR,WAFRKGSPRR,APLPPGKTST,LPPGKT







STPL,SPRWPSLLTC,WPSLLTCSWL,GKTSTPLTSI,TPLTSISP







RW



YLPM1
c.3533de|A
p.E1178fs
RGLGRSDFGRDRGPFRPEPGDGGEK[p.
LGLHGTMEK,TMEKSEGMK,CIHITGMSLL,IHITGMSLL,SLLG
STAD





E1178fs]CIHITGMSLLGLHGTMEKSEG
LHGTM,EKSEGMKSF,CIHITGMSLL,HITGMSLLGL,GMSLL






MKSFH*
GLHGT,LLGLHGTMEK,GTMEKSEGMK,MEKSEGMKSF,MS







LLGLHGTM,GEKCIHITGM,KCIHITGMSL



YTHDC2
c.1900G>A
p.E634K
IMHLLYNICHSCDAGAVLIFLPGYD[p.E6
FLPGYDKIV,LIFLPGYDK,IFLPGYDKI,VLIFLPGYDK,LPGYDKI
CRC





34K]KIVGLRDRILFDDKRFADSTHRYQV
VGL






F




YTHDC2
c.553G>A
p.E185K
NREMSKTSGRLNNGIPQIPVKRGES[p.
RGESKFDSF,IPVKRGESKF,KRGESKFDSF,SKFDSFRQSL
UCEC





E185K]KFDSFRQSLPVFEKQEEIVKIIKE







NK




ZAR1
c.126G>C
p.Q42H
CPPCSYRYPYPAATKGKGAAGGSWQ[p.
WQHRGRGCL,WQHRGRGCLP
ACC





Q42H]HRGRGCLPASSPCSAGAASLSF







PGCG




ZBBX
c.1787G>T
p.R596I
TKSSLLLQEIACRSKPITKQYQGLE[p.R5
YQGLEIFFI,KQYQGLEIF,QYQGLEIFF,QGLEIFFIF,TKQ
CRC





96I]IFFIFDTNERLNLLPSHRLECNNSST
YQGLEI,LEIFFIFDT,KQYQGLEIFF,QYQGLEIFFI,YQGL







EIFFIF,ITKQYQGLEI,IFFIFDTNER,TKQYQGLEIF



ZBBX
c.453_455
p.E151
KPKINGKVCGQCENKAALLVCLECG[p.E
LVCLECGDY,LLVCLECGDY
STAD



de|AGA
de|
151de|]DYCSGCFAKVHQKGALKLHRT







TLLQAKS




ZBED4
c.1154C>T
p.S385L
PSLLPPEGELSSVSSSPVKPVRESP[p.S3
RESPLASSS,RESPLASSSP
CESC





85L]LASSSPDRLTEDLQSHLNPGDGLM







ED




ZBTB2
c.2075de|C
p.P692f
CKKKFSHKTLLERHVALHSASNGTP[p.P
APQAWWPAR,HSASNGTPL,LAPQAWWPA,TPLQAHPQV,
STAD


0

s
692fs]LQAHPQVPALAPQAWWPARR
WPARRGPLT,WWPARRGPL,LQAHPQVPA,QAHPQVPAL,






GPLTSAPSAQQSLTKSSSSTTT*
VPALAPQAW,LQAHPQVPAL,ALAPQAWWPA,AWWPAR







RGPL,LAPQAWWPAR,APQAWWPARR,WPARRGPLTS,LH







SASNGTPL,TSAPSAQQSL,AQQSLTKSSS,VPALAPQAWW



ZBTB24
c.1819C>A
p.L607I
QNMTADQAANLTLLTQQPEQLQNLI[p.L
QLQNLIISA,LQNLIISAQ,EQLQNLIISA,QPEQLQNLII
CRC





607I]ISAQQEQTEHIQSLNMIESQMG







PSQT




ZBTB40
c.786_787insA
p.L262fs
QLNFLLENEGVFSDALMVTQDVLKK[p.
VLKKTRNVF,VLKKTRNVFR,VTQDVLKKTR
STAD





L262fs]TRNVFRN*




ZBTB7C
c.1025_1026
p.G342fs
ELPPPPPPPFPNDFFKDMFPDLPGG[p.
VLLQELHAL,HLRGPLHQA,RLRCLSQLP,HVHHLRGPL,QLR
STAD



insG

G342fs]ASGTHQGGERLRCLSQLPECH
PQEPHA,HAHPHGRAA,HGRAALPVR,AALPVRVLL,RVLLQ






PPGRPLPTLAPGRRAQAEAQGLSAVPH
ELHA,AAAAHEDPY,EAIHVHHLR,HPPGRPLPT,RPLPTLAPG,






LPQSHHGGREAAAAHEDPYRGEAIHVH
HAEAHRGAA,HPLQRQVRA,LQRQVRAQL,RAALPVRVL,SQ






HLRGPLHQAGQAENPHAEAHRGAALP
LPECHPP,RAQAEAQGL,AEAQGLSAV,AQGLSAVPFI,SHH






VHPLQRQVRAQLRPQEPHAHPHGRAA
GGREAA,GEAIHVHHL,AENPHAEAH,AEAHRGAAL,AHRG






LPVRVLLQELHAL*
AALPV,GAALPVHPL,RQVRAQLRP,AQLRPQEPH,FPDLPG







GAS,DPYRGEAIH,DMFPDLPGGA,TLAPGRRAQA,AQAEA







QGLSA,GQAENPHAEA,AAAAHEDPYR,AALPVHPLQR,RLR







CLSQLPE,HVHHLRGPLH,LQRQVRAQLR,HAHPHGRAAL,H







GRAALPVRV,RAALPVRVLL,RVLLQE







LHAL,HLPQSHHGGR,EAHRGAALPV,HPPGRPLPTL,APG







RRAQAEA,HAEAHRGAAL,LPVHPLQRQV,RPQEPHAHPH,







HPHGRAALPV,LPVRVLLQEL,EAAAAHEDPY,HQGGERLRCL,







GERLRCLSQL,SQLPECHPPG,RRAQAEAQGL,AQGLSAVPHL,







HEDPYRGEAI,IHVHHLRGPL,HQAGQAENPH,AHRGAAL







PVH,RGAALPVHPL,RQVRAQLRPQ,AQLRPQEPHA,







GRAALPVRVL,FPDLPGGASG,AEAQGLSAVP,DPYRGEAIHV



ZBTB7
c.460de|G
p.D154
ILNAARMLEIQCIVNVCLEIMEPGG[p.D
TMMTRRTLL,SLTPSRLAV,CLTPRTSAA,KMMMMRRTK,M
STAD


C

fs
154fs]TGGRRMTRRTMTTTKMMMM
MMMRRTKR,MMMRRTKRR,MTRRTLLTK,GTGGRRMTR,






RRTKRRRRKRRRMTMMTRRTLLTKKTC
TTTKMMMMR,TTKMMMMRR,SAATKALPR,RMTRRTMT






LTPRTSAATKALPRQTISQRRPIQTPPGT
T,MTRRTMTTT,TRRTMTTTK,RTMTTTKMM,MMRRTKRR






SLTPSRLAVLAIWG*
R,RTKRRRRKR,RRRMTMMTR,MTMMTRRTL,RTSAATKAL,







MTTTKMMMM,QTISQRRPI,RRKRRRMTM,TLLTKKTCL,I







QTPPGTSL,RRTMTTTKM,TMTTTKMMM,RKRRRMTMM,







TKALPRQTI,SQRRPIQTP,SRLAVLAIW,TMMTRRTLLT,CLT







PRTSAAT,SLTPSRLAVL,MTRRTMTTTK,KMMMMRRTKR,







MMMMRRTKRR,MMMRRTKRRR,MMTRRTLLTK,MTRRT







LLTKK,MTTTKMMMMR,TTTKMMMMRR,LTPRTSAATK,T







SAATKALPR,RTMTTTKMMM,MMRRTKRRRR,MRRTKRR







RRK,RTKRRRRKRR,RRRKRRRMTM,KRRRMTMMTR,RRR







MTMMTRR,RMTMMTRRTL,MTMMTRRTLL,RTLLTKKTCL,







LTKKTCLTPR,KTCLTPRTSA,ATKALPRQTI,RQTISQRRPI,TP







RTSAATKA,TPSRLAVLAI,RRKRRRMTMM,RMTRRTMTTT,







TRRTMTTTKM,RRTMTTTKMM,TMTTTKMMMM,SQRRP







IQTPP,IQTPPGTSLT



ZBTB7C
c.469de|G
p.E157fs
AARMLEIQCIVNVCLEIMEPGGDGG[p.
TMMTRRTLL,SLTPSRLAV,CLTPRTSAA,KMMMMRRTK,M
STAD





E157fs]RRMTRRTMTTTKMMMMRRT
MMMRRTKR,MMMRRTKRR,MTRRTLLTK,TTTKMMMM






KRRRRKRRRMTMMTRRTLLTKKTCLTP
R,TKMMMMRR,SAATKALPR,RMTRRTMTT,MTRRTMTTT,TR






RTSAATKALPRQTISQRRPIQTPPGTSLT
RTMTTTK,RTMTTTKMM,MMRRTKRRR,RTKRRRRKR,RRR






PSRLAVLAIWG*
MTMMTR,MTMMTRRTL,RTSAATKAL,MTTTKMMMM,QTISQRR







PI,RRKRRRMTM,TLLTKKTCL,IQTPPGTSL,RRTMTTTKM,







TMTTTKMMM,RKRRRMTMM,TKALPRQTI,SQRRPIQTP,







SRLAVLAIW,TMMTRRTLLT,CLTPRTSAAT,SLTPSRLAVL,







MTRRTMTTTK,KMMMMRRTKR,MMMMRRTKRR,







MMMRRTKRRR,MMTRRTLLTK,MTRRTLLTKK,MTTTKMMMM







R,TTTKMMMMRR,LTPRTSAATK,SAATKALPR,







RTMTTTKMMM,MMRRTKRRRR,MRRTKRRRRK,RTKRRR







RKRR,RRRKRRRMTM,KRRRMTMMTR,RRRMTMMTRR,R







MTMMTRRTL,MTMMTRRTLL,RTLLTKKTCL,LTKKTCLTPR,







KTCLTPRTSA,ATKALPRQTI,RQTISQRRPI,TPRTSAATKA,







TPSRLAVLAI,RRKRRRMTMM,RMTRRTMTTT,TRRTMTTTK







M,RRTMTTTKMM,TMTTTKMMMM,SQRRPIQTPP,IQTP







PGTSLT



ZC3H12D
c.1213C>T
p.P405S
SAGGRVPGPLSLPSPESQFSPGDLP[p.P
LPSPPGLQL,SQFSPGDLPS
ACC





405S]SPPGLQLQPRGEHRPRDLHGDLL







SPR




ZC3H13
c.3018de|A
p.K1006fs
NIETTSEDGQVFSPKKGQKKKSIEK[p.K1
LMKKQPSKV,KVILIFLMK,VILIFLMKK,FLMKKQPSK,KNPK
STAD





006fs]NVKNPKVILIFLMKKQPSKVRRK
VILIF,KQPSKVRRK,KVRRKEAHG,RKEAHGLPL,FLMKKQPS






EAHGLPL*
KV,KVILIFLMKK,SIEKNVKNPK,IFLMKKQPSK,LMKKQPSKV







R,KVRRKEAHGL,RRKEAHGLPL,QPSKVRRKEA,VKNPKVILI







F,NPKVILIFLM,IEKNVKNPKV



ZC3H18
c.2102_2103
p.T701fs
PVPEPTKPGDPREARRKERPARTPP[p.T
AKRQRQWQW,RTPPQEADAK,RPARTPPQEA
STAD



insC

701fs]QEADAKRQRQWQW*




ZC3H18
c.2473de|C
p.P825fs
PKSAKPPAGGKSSQQPSTPQQAPPG[p.
RAHLWPTRR,QQAPPGSPS,PSRAHLWPTR,RAHLWPTRRS,
STAD





P825fs]SPSRAHLWPTRRSS*
SPSRAHLWPT



ZC3H4
c.2392G>A
p.E798K
IQQKQQEEEERARRLAESSKQDREN[p.
SSKQDRENK,KEGDTGNWY
BLCA





E798K]KEGDTGNWYSSDEDEGGSSVT







SILKT




ZC3H7A
c.1724G>C
p.C575S
NGKINLTVFKLLQEHLGEFIFLCEK[p.C5
KSFDHKPRM,FIFLCEKSF,EFIFLCEKSF,KSFDHKPRMI,GEFI
TGCT





75S]SFDHKPRMISKRNKDNSTACSHPV
FLCEKS






TK




ZCCHC6
c.2811A>T
p.K937N
GKHVERALLVELNKISLKEENVCEE[p.K9
NVCEENNSPV
KIRC





37N]NNSPVDQSDFFYEFSKLIFTKGKSP







T




ZCRB1
c.228A>T
p.L76F
KGVAFILFLDKDSAQNCTRAINNKQ[p.L
KQFFGRVIK,RAINNKQFF,INNKQFFGR,NKQFFGRVI,AINNKQ
CLL





76F]FFGRVIKASIAIDNGRAAEFIRRRNY
FFGR,FFGRVIKASI,RAINNKQFFG,KQFFGRVIKA,CTRAI







NNKQF



ZCWPW2
c.430G>A
p.D144N
DRFKGKYVTYDPDGNVEEYHIEFLG[p.D
EFLGNPHSR,LGNPHSRSW,IEFLGNPHS,YHIEFLGNPH,FLG
CRC





144N]NPHSRSWIKATFVGHYSITLKPEK
NPHSRSW






CK




ZDHHC11
c.750C>G
p.H250Q
PVQVQTLIVVIIGMLVLLLDFLGLV[p.H2
GLVQLGQLL,VQLGQLLIF,LDFLGLVQL,LLDFLGLVQL,
TGCT





50Q]QLGQLLIFHIYLKAKKMTTFEYLIN
FLGLVQLGQL,QLGQLLIFHI,GLVQLGQLLI,LVQLGQLLIF






N




ZDHHC4
c.899G>A
p.R300H
LFVLYLAATNQTTNEWYRGDWAWCQ[p.R
WAWCQHCPL,CQHCPLVAW,WAWCQHCPLV
GBM





300H]HCPLVAWPPSAEPQVHRNIH







SHGLRS




ZDHHC5
c.1947_1949
p.E651de|
PTAPYLGRSMSYSSQKAQPGVSETE[p.
ETEVALQPL,TEVALQPLL,AQPGVSETEV,ETEVALQPLL,SET
STAD



de|AGA

E651de|]VALQPLLTPKDEVQLKTTYSKS
EVALQPL,TEVALQPLLT






NGQPKS




ZDHHC7
c.948de|C
p.P316fs
LKSEKPTWERRLRWEGMKSVFGGPP[p.
KSVFGGPPH,MKSVFGGPPH
STAD





P316fs]HSSG*




ZEB2
c.3280G>A
p.E1094K
SYSQHMNHRYSYCKREAEEREAAER[p.
KAREKGHLE,KAREKGHLEP
CESC





E1094K]KAREKGHLEPTELLMNRAYLQ







SITPQ




ZEB2
c.467G>A
p.R156H
NNGTVKNANCTSDFEEYFAKRKLEE[p.
LEEHDGHAV,EEHDGHAVS,KLEEHDGHAV,EEHDGHAVSI
CRC





R156H]HDGHAVSIEEYLQRSDTAIIYPE







APE




ZFAND2B
c.446T>C
p.I149T
IKHRHPLDHDCSGEGHPTSRAGLAA[p.I
TSRAGLAAT,RAGLAATSR,ATSRAQAVA,GLAATS
KIRC





149T]TSRAQAVASTSTVPSPSQTMPSC
RAQA,TSRAQAVAST,LAATSRAQAV






TSP




ZFC3H1
c.1155de|A
p.K385fs
KKLGEDEEELSELQLRLLALQSASK[p.K3
QSASKNGNK,LQSASKNGNK
STAD





85fs]NGNKKNSR*




ZFHX3
c.2287de|G
p.E763fs
KGNLSIHMQSDKHLNNMQNLQNGGG
RQPISVAPA,RSSATLPGR,SSATLPGRR,SVAPAGPPR,ATLP
STAD





[p.E763fs]SRSSATLPGRRRRRWLRRRR
GRRRR,RRRRRWLRR,RRRRQPISV,IMRPTWPGT,TLPGRR






QPISVAPAGPPRRPNQKPNPPGGARCV
RRR,WLRRRRQPI,RPNQKPNPP,RPTWPGTSA,LQNGGGSRS,






IMRPTWPGTSAFT*
RRRQPISVA,RCVIMRPTW,PTWPGTSAF,QPISVAPAG,







RSSATLPGRR,ISVAPAGPPR,SVAPAGPPRR,RWLRRRRQPI,







GSRSSATLPG,ATLPGRRRRR,RRRRRWLRRR,RRRRQPISVA,







AGPPRRPNQK,IMRPTWPGTS,LPGRRRRRWL,RPNQKPN







PPG,RPTWPGTSAF,WLRRRRQPIS,LRRRRQPISV,LQNGG







GSRSS,RRQPISVAPA



ZFHX3
c.2330_2332
p.V777de|
NNMQNLQNGGGEQVFSHTAGAAAAA[p.
HTAGAAAAAA
PAAD



de|TGG

V777de|]AAAAAAANISSSCGAPSPT







KPKTKPTWR




ZFHX3
c.5677_5678
p.R1893fs
LQPSQHPEKKNKLVIKEKEKESQRE[p.R
TARCLEGQR,SEGNTARCL,EERVGTRGW,NTARCLEGQR,G
STAD,UCEC



de|AG

1893fs]GQRRGGRGQHRSEGNTARCL
QRRGGRGQH,GQHRSEGNTA,REERVGTRGW,EERVGTRG






EGQREERVGTRGWF*
WF



ZFHX4
c.1224_122
p.L408fs
ASTSSSAEQPLGITQMPKAEVNLGG[p.
AEVNLGGAV
STAD



5insG

L408fs]AV*




ZFHX4
c.2433G>T
p.L811F
MTSEKHMHNMMLLQQNMKQIQHNL
IQHNLHFGL,NLHFGLAPA,KQIQHNLHF,MKQIQHNLHF,K
LUAD





H[p.L811F]FGLAPAEAELYQYYLAQNIG
QIQHNLHFG,IQHNLHFGLA,LHFGLAPAEA






LTGMKL




ZFHX4
c.4988C>A
p.T1663N
IAANVNSPGQGMLDSMSLAAVNSKD[p.
NSKDNHLDAK
LUAD





T1663N]NHLDAKELNKKQTPDLISAQ







PAHHPP




ZFHX4
c.7533C>A
p.H2511Q
LPPQLLQYQCDQCTVAFPTLELWQE[p.
QQHMHFLAA,ELWQEQQHM,WQEQQHMHF,QEQQHM
LUAD





H2511Q]QQHMHFLAAQNQFLHSPFLE
HFL,LWQEQQHMHF,LELWQEQQHM,WQEQQHMHFL,E






RPMDMP
QQHMHFLAA,QQHMHFLAAQ,QEQQHMHFLA



ZFP14
c.1156C>T
p.R386C
SIHTGEKPYECKECGKTFRLRQQLV[p.R
RLRQQLVCH,QQLVCHQRI,RQQLVCHQRI,LVCHQRIHTR,
CRC





386C]CHQRIHTREKPYECMECWKTFSS
QQLVCHQRIH






YSQ




ZFP14
c.50A>T
p.Q17L
MAHGSVTFRDVAIDFS[p.Q17L]LEEW
DFSLEEWEF,RDVAIDFSL,VAIDFSLEEW,IDFSLEEWEF,LEE
LUAD





EFLDPAQRDLYRDVMWENYSNF
WEFLDPA



ZFP2
c.449G>T
p.R150I
TGEKPYKCNVCGKHFIERSSLTVHQ[p.R
RSSLTVHQI,SSLTVHQII,RSSLTVHQII
CRC





150I]IIHTGEKPYKCNECGKAFSQSMNL







TV




ZFP3
c.818G>T
p.R273I
TGEKPYECNECGKTFRVSSQLIQHQ[p.R
QIIHTEERY,HQIIHTEER,IQHQIIHTE,HQIIHTEERY
CRC





273I]IIHTEERYHECNECGKAFKHSSGLI







R




ZFP36L2
c.718G>A
p.D240N
IHNADERRPAPSGGASGDLRAFGTR[p.
RAFGTRNAL,GTRNALHLG,NALHLGFPR,TRNALHLGF,RAF
LUSC





D240N]NALHLGFPREPRPKLHHSLSFS
GTRNALH,GTRNALHLGF,RNALHLGFPR,LRAFGTRNAL






GFPS




ZFP42
c.679G>A
p.V227I
RAALRKHLLIHGPRDHVCAECGKAF[p.
AFIESSKLK,KAFIESSKL,KAFIESSKLK,CGKAFIESSK,AFIESSK
GBM





V227I]IESSKLKRHFLVHTGEKPFRCTFE
LKR,GKAFIESSKL,IESSKLKRHF,AECGKAFIES






GC




ZFP42
c.791C>T
p.T264M
HTGEKPFRCTFEGCGKRFSLDFNLR[p.T
RMHVRIHTG,DFNLRMHVR,FSLDFNLRM,SLDFNLRMHV,
GBM





264M]MHVRIHTGEKRFVCPFQGCNRR
RFSLDFNLRM,RMHVRIHTGE,NLRMHVRIHT






FIQS




ZFP90
c.1772_177
p.R591fs
IQHERTHTGEKPYECNECGRAFRKK[p.R
AFRKKNQPA,RAFRKKNQPA
PRAD



3insA

591fs]NQPA*




ZFPM1
c.1330_133
p.E444fs
GLAPTPSPGLDRKALAEATNGEARA[p.
QLLRAQAPL,RLGDPGQDV,LLRAQAPLL,ALVPGPRSA,RAQ
ACC



1de|GA

E444fs]ASGPEWRQQRAPGGPQEHQ
APLLFR,LLFRPPCAR,RAQAQGAPR,RAALVPGPR,RAWAP






GGGGGGAGGGPHPGPRRAWAPGPV
GPVA,QGRAVQPHA,GARRAGPGR,RAGPGRGPV,SAVRV






ADAVAAQPRPGQGQGRAVQPHAGLQ
RARR,AVRVRARRG,RVRARRGAP,RARRGAPRL,RAGAQP






PGARRAGPGRGPVPSAVRVRARRGAP
AAA,AGRGRGRRR,RGRGRRRRA,RGRRRRADR,RALPRGP






RLGDPGQDVRAGAQPAAAGRGRGRR
QG,QGRYVLRVR,RVRDHLQQR,CARGRACRA,RGRACRAQ






RRADRALPRGPQGRYVLRVRDHLQQR
A,RTRRAALVP,SARGGGWGR,RGHARGRRG,RGRRGRPG






QQLLRAQAPLLFRPPCARGRACRAQAQ
Q,SGPEWRQQR,HAGLQPGAR,LVPGPRSAR,HPGPRRAW






GAPRPGPRAPRPARRTRRAALVPGPRS
A,GPRRAWAPG,APGPVADAV,RPGQGQGRA,RAVQPHA






ARGGGWGRGHARGRRGRPGQRGQP
GL,VPSAVRVRA,RRRRADRAL,RPPCARGRA,APRPGPRAP,






EPG*
RPARRTRRA,ARRTRRAAL,RPGQRGQPE,HLQQRQQLL,AR







AASGPEW,RRAWAPGPV,GQGRAVQPH,RQQLLRAQA,LR







AQAPLLF,GPVADAVAA,LPRGPQGRY,QLLRAQAPLL,RVR







ARRGAPR,RSARGGGWGR,RYVLRVRDHL,AVRVRARRGA,







RARRGAPRLG,AGRGRGRRRR,RGRRRRADRA,RRRADRAL







PR,RALPRGPQGR,RVRDHLQQRQ,LLRAQAPLLF,LFRPPCA







RGR,RGRACRAQAQ,RAPRPARRTR,RTRRAALVPG,RGHA







RGRRGR,RGRRGRPGQR,ALPRGPQGRY,HAGLQPGARR,H







LQQRQQLLR,WAPGPVADAV,GPHPGPRRAW,RPGQGQG







RAV,LPRGPQGRYV,RPPCARGRAC,RPGPRAPRPA,RPARR







TRRAA,PARRTRRAAL,GPRSARGGGW,QQLLRAQAPL,RQ







QRAPGGPQ,RRAWAPGPVA,GQGRAVQPHA,RRAGPGRG







PV,VRARRGAPRL,RDHLQQRQQL,LQQRQQLLRA,RQQLL







RAQAP,AQAPLLFRPP,AQAQGAPRPG



ZFPM1
c.1335de|T
p.P445fs
APTPSPGLDRKALAEATNGEARAEP[p.
RMEAAASPR,RVAPWTTRR,STCSGPTRR,RALRASSAR,TV
ACC





P445fs]WPRMEAAASPRRPPGASRWR
QAAVRPR,ATSASAATR,CTSGTTAPR,TTAPRATTR,TSCTRP






RWRSRRRPPSWAPESLGPRPRRGRRR
APR,WAWPGPCSF,RSWPRCPSW,ASRWRRWRS,RWRR






RAAPPRPGSRPSCPAPRRAPARCPASW
WRSRR,RWRSRRRPP,RSRRRPPSW,RPRRGRRRR,RGRRR






AWPGPCSFRSTCSGPTRRPPPRRSWPR
RAAP,RRRRAAPPR,RSTCSGPTR,PTRRPPPRR,RARARAPA






CPSWCTAGCSRARARAPAARRPGSSPGP
A,RARAPAARR,ALRASSARS,RASSARSPS,ASSARSPSA,AV






PRALRASSARSPSATSTTTTCTSASTVQ
RPRTRLP,RPRTRLPRA,RTRLPRAGP,RLPRAGPRR,RAGPRR






AAVRPRTRLPRAGPRRPPARPARPPAS
PPA,PARPARPPA,PTRRARPRA,RARPRAPER,RARRGLGAR,






PPNPTRRARPRAPERARRGLGARPRPR
GARPRPRTA,RPRPRTARA,RTARAAGAA,TARAAGAAR,A






TARAAGAARAARARVAPWTTRRTTPA
AGAARAAR,AARAARARV,AARARVAPW,RARVAPWTT,TT






ARCARPATSASAATRPTPCTSGTTAPRA
RRTTPAA,RTTPAARCA,AARCARPAT,ATRPTPCTS,ATTRR






TTRRRADRPRPRDPLGRPRPRPPLPPRL
RADR,RPRPPLPPR,CTRPAPRPP,RPAPRPPRR,PLRARPAPR,






CARADAASSTSCTRPAPRPPRRPATPPR
RARPAPRPT,EARAEPWPR,GASRWRRWR,ESLGPRPRR,S






PSRRGPEAEAEAAPASPLRARPAPRPTA
WCTAGCSR,CTAGCSRAR,QAAVRPRTR,TTPAARCAR,EAA






PST*
PASPLR,TTCTSASTV,CTSASTVQA,SASTVQAAV,WTTRRT







TPA,EPWPRMEAA,WPRMEAAAS,SPRRPPGAS,CPAPRRA







PA,APARCPASW,APAARRPGS,RPARPPASP,APERARRGL,







RPRTARAAG,RAAGAARAA,APWTTRRTT,RPATSASAA,RP







TPCTSGT,RPRPRPPLP,APRPPRRPA,RPATPPRPS,RPSRRG







PEA,RPAPRPTAP,APRPTAPST,ARAEPWPRM,RRAPARCP







A,ARCPASWAW,AAVRPRTRL,AEAAPASPL,CPASWAWPG,







AEAEAAPAS,AEPWPRMEA,LPPRLCARA,STVQAAVRPR,R







TARAAGAAR,RTTPAARCAR,GTTAPRATTR,TTAPRATTRR,







STSCTRPAPR,SWAWPGPCSF,RMEAAASPRR,AASPRRPP







GA,ASRWRRWRSR,RWRRWRSRRR,RWRSRRRPPS,RSRR







RPPSWA,RGRRRRAAPP,RAAPPRPGSR,GSRPSCPAPR,SFR







STCSGPT,RSTCSGPTRR,SGPTRRPPPR,RSWPRCPSWC,CS







RARARAPA,RARARAPAAR,RARAPAARRP,AARRPGSSPG,







RALRASSARS,RASSARSPSA,AVRPRTRLPR,RTRLPRAGPR,







RAGPRRPPAR,RARPRAPERA,RPRAPERARR,RARRGLGAR







P,RGLGARPRPR,GARPRPRTAR,TARAAGAARA,RAAGAAR







AAR,AARAARARVA,AARARVAPWT,RARVAPWTTR,TTRR







TTPAAR,AARCARPATS,CARPATSASA,ATRPTPCTSG,RATT







RRRADR,TTRRRADRPR,RRRADRPRPR,RPRPRDPLGR,RPR







DPLGRPR,LGRPRPRPPL,RPRPPLPPRL,CTRPAPRPPR,RAR







PAPRPTA,SWAPESLGPR,CPAPRRAPAR,WAWPGPCSFR,R







PPPRRSWPR,TAGCSRARAR,SASTVQAAVR,DAASSTSCTR,







SPLRARPAPR,CTAGCSRARA,TTTCTSASTV,CTSASTVQAA,







TSASTVQAAV,WTTRRTTPAA,CTSGTTAPRA,EAEAAPASP







L,EAAPASPLRA,WPRMEAAASP,RPPSWAPESL,RPRRGRR







RRA,RPGSRPSCPA,RPSCPAPRRA,APARCPASWA,WPRCP







SWCTA,APAARRPGSS,PPRALRASSA,RPRTRLPRAG,LPRA







GPRRPP,GPRRPPARPA,RPARPPASPP,RPRPRTARAA,RPR







TARAAGA,APWTTRRTTP,TPAARCARPA,RPATSASAAT,R







PTPCTSGTT,APRATTRRRA,RPRPRPPLPP,RPPLPPRLCA,A







PRPPRRPAT,RPAPRPTAPS,WRSRRRPPSW,RAPARCPAS







W,RRSWPRCPSW,ARAAGAARAA,RAARARVAPW,EPWP







RMEAAA,AEPWPRMEAA,AEAEAAPASP,PEAEAEAAPA



ZFR2
c.319T>A
p.Y107N
TTMATYQDSYSYGQSAAARSYEDRP[p.
RSYEDRPNF,RPNFQSAAL,ARSYEDRPNF,YEDRPNFQSA
KIRC





Y107N]NFQSAALQSGRMTAADSGQP







GTQEAC




ZFYVE1
c.797G>A
p.R266Q
GATVNLSQRTRLLLKVLAISDLVIY[p.R2
IYQTHADRL,VIYQTHADR,YQTHADRLH,AISDLVIYQT,LVIY
UCEC





66Q]QTHADRLHNDLFKFLGDASEAYLK
QTHADR,VIYQTHADRL






HF




ZFYVE9
c.3441G>C
p.M1147I
VVQGLVVDMEVRKTSIKIPSNRYNE[p.
SNRYNEIMK,IPSNRYNEI,RYNEIMKAM,IPSNRYNEIM,NRY
CESC





M1147I]IMKAMNKSNEHVLAGGACFN
NEIMKAM






EKADSH




ZHX3
c.747C>A
p.N249K
EVREGDHSFINGAVPVSQASASSAK[p.
QASASSAKK,ASSAKKPHA,KPHAANGPL,SQASASSAKK,KP
STAD





N249K]KPHAANGPLIGTVPVLPAGIAQ
HAANGPLI,KKPHAANGPL






FLSL




ZIC1
c.335C>A
p.A112E
GSYSSAAFNSTRDFLFRNRGFGDAA[p.
EAASAQHSL,AEAASAQHS,EAASAQHSLF,RGFGDAAEAA,
LUAD





A112E]EAASAQHSLFAASAGGFGGPH
AEAASAQHSL






GHTDA




ZIC4
c.914C>T
p.S305L
GEKPFRCEFEGCERRFANSSDRKKH[p.S
HLHVHTSDK,KKHLHVHTS,KHLHVHTSDK,LHVHTSDKPY
CRC





305L]LHVHTSDKPYTCKVRGCDKCYTH







PSS




ZIM3
c.1054G>A
p.D352N
RIHTGEKPYKCSICEKAFSQKSNVI[p.D3
KSNVINHEK,SQKSNVINH,KSNVINHEKI,INHEKIHTGK
CRC





52N]NHEKIHTGKRAYECDLCGNTFIQK







KN




ZIM3
c.1150de|A
p.I384fs
GKRAYECDLCGNTFIQKKNLIQHKK[p.I
ILGKSPMNV,FIAIRKLIA,KLIAERGPI,SQTFIAIRK,RSQTFIAI
STAD





384fs]SILGKSPMNVTDVEKPSFRSQTFI
R,TFIAIRKLI,QHKKSILGK,KSILGKSPM,SFRSQTFIA,AIRKLI






AIRKLIAERGPIDVVNVEKPSSGN*
AER,KPSFRSQTF,NLIQHKKSI,LIQHKKSIL,FRSQTFIAI,AER







GPIDVV,SILGKSPMNV,LIAERGPIDV,IQHKKSILGK,RSQTFI







AIRK,SFRSQTFIAI,IAIRKLIAER,QTFIAIRKLI,KPSFRSQTFI,N







LIQHKKSIL,KKSILGKSPM,SQTFIAIRKL,RKLIAERGPI,NVTD







VEKPSF



ZKSCAN1
c.1621_162
p.R541fs
KCTKCGKAFTRSSTLTLHHRIHARE[p.R5
HRIHARESL,HHRIHARESL
UCEC



2de|AG

41fs]SL*




ZKSCAN3
c.598_599A
p.K200A
VGSQPLQDRVLQVPVLAHGGCCRED[p.
REDAVVASRL
TGCT



A>GC

K200A]AVVASRLTPESQGLLKVEDVAL







TLTPE




ZKSCAN4
c.956G>A
p.R319Q
IPTHAEAGEQEGRLQRKQKNAIGSR[p.
NAIGSRQHY,RQHYCHECG,RQHYCHECGK,KNAIGSRQHY
CRC





R319Q]QHYCHECGKSFAQSSGLTKHR







RIHTG




ZKSCAN5
c.39de|C
p.D13fs
MIMTESREVIDLDP[p.D13fs]QLRLPRS*
QLRLPRSRK,EVIDLDPQL,RLPRSRKTF,EVIDLDPQLR,DLDP
STAD





RKTFS
QLRLPR,REVIDLDPQL,LRLPRSRKTF



ZMIZ1
c.3144de|C
p.D1048fs
MPEPSLDLLPELTNPDELLSYLDPP[p.D1
IVTMTSCLY,YLDPPTCRA,AIVTMTSCL,TMTSCLYLR,AVGR
PRAD





048fs]TCRAIVTMTSCLYLRTTEGHPVG
GALPR,SYPTYPTHF,TYPTHFSTW,VTMTSCLYL,AIPPHSAS






AIPPHSASYPTYPTHFSTWEPVPSDRPA
Y,SYLDPPTCR,SASYPTYPT,RPAPEPRAV,EPRAVGRGA,GA






PEPRAVGRGALPRCSPLRTEG*
LPRCSPL,RAIVTMTSC,ASYPTYPTH,THFSTWEPV,HPVGAI







PPH,YPTYPTHFS,EPVPSDRPA,TEGHPVGAI,YLDPPTCRAI,







YLRTTEGHPV,VTMTSCLYLR,LSYLDPPTCR,AIVTMTSCLY,S







TWEPVPSDR,RAVGRGALPR,ASYPTYPTHF,PTYPTH







FSTW,RAIVTMTSCL,RTTEGHPVGA,RGALPRCSPL,GAL







PRCSPLR,GAIPPHSASY,HSASYPTYPT,YPTYPTHFST,







RPAPEPRAVG,EPRAVGRGAL,PPHSASYPTY,WEP







VPSDRPA



ZMIZ2
c.457_501
p.VAAA
LGLPSHAARPSTDFTQAAAAAAVAA[p.
AAAAAVAAL,AAVAALQEK,AAAVAALQEK,AAAAAAVAAL
PAAD



de|GT
AATAT
VAAAAATATATATAT153de|]LQEKQS





GGCTG
ATATA
QELSQYGAMGAGQSFNSQFLQHGGP





CTGCGGCA
T153de|
RGPSVPAGMNPTGIGGVMGPSGLSPL





GCCACTGC

AMNPTRAAGMTPL





CACCGCCA







CAGCCACA







GCCACC






ZMYM4
c.1033de|A
p.K345fs
SSGMNKMLPSVPATAVRVSCSGCKK[p.
LLIRGKGLL,YSAPHCASL,KSSRRGKLL,SSRRGKLLI,RGKLLIR
STAD





K345fs]SSRRGKLLIRGKGLLSYSAPHCA
GK,RGKGLLSYS,AHRLLSPRK,RLLSPRKLV,IRGKGLLSY,CSG






SLDIQFHLPAHRLLSPRKLVQVAQKTF*
CKKSSR,IQFHLPAHR,PAHRLLSPR,APHCASLDI,LPAHRLLSP,SP







RKLVQVA,LVQVAQKTF,GLLSYSAPH,HCASLDIQF,ASL







DIQFHL,LDIQFHLPA,FHLPAHRLL,SLDIQFHLPA,IQFHLPAHRL,







LLSPRKLVQV,LLSYSAPHCA,SYSAPHCASL,GCKKSSRR







GK,KSSRRGKLLI,SSRRGKLLIR,RGKGLLSYSA,PAHRLLSPRK,







LIRGKGLLSY,DIQFHLPAHR,LPAHRLLSPR,KLVQV







AQKTF,KKSSRRGKLL,LDIQFHLPAH



ZMYM4
c.1100C>T
p.T367I
SGCKKILQKGQTAYQRKGSTQLFCS[p.T
CSILCLTGY,QLFCSILCL,ILCLTGYTV,GSTQLFCSI,TQLFCSIL
TGCT





367I]ILCLTGYTVPPARPPPPLTKKTCSS
CL,QLFCSILCLT,SILCLTGYTV,KGSTQLFCSI,GSTQLFCSIL,






C
FCSILCLTGY



ZMYM4
c.4337G>A
p.R1446Q
TYLRFFPPLQKQESEPDKLTVGKRK[p.R
KQNEDDEVPV
CRC





1446Q]QNEDDEVPVGVEMAENTDNP







LRCPVR




ZNF11
c.554G>T
p.R185I
TGEKPYKCKECGKAFNQTSHLIRHK[p.R
QTSHLIRHKI
CRC


7


185I]IIHTEEKPYKCEECGKAFNQSSTLT







T




ZNF124
c.1015de|A
p.T339fs
GEKPYECQKCGKAFSRASTLWKHKK[p.
KLILEKSPI,ILEKSPINV,KHKKLILEK,KGFNHYSFC,FNHYSFC
STAD





T339fs]LILEKSPINVKKCKGFNHYSFCQ
QK,KKCKGFNHY,LWKHKKLIL,CKGFNHYSF,LILEKSPINV,IL






KHEQSHT*
EKSPINVK,GFNHYSFCQK,KSPINVKKCK,TLWKHKKLIL,KKL







ILEKSPI,VKKCKGFNHY,KCKGFNHYSF



ZNF154
c.1223C>A
p.T408N
RPYECSECGKSFTQNSGLIKHRRVH[p.T
HRRVHNGEK,KHRRVHNGEK,RRVHNGEKPY
LUAD





408N]NGEKPYECTECGKSFSHNSSLIKH







QR




ZNF16
c.1354C>T
p.R452W
HTGEKPYKCSDCGKAFSQSSSLIQH[p.R
QSSSLIQHW,QSSSLIQHWR,SQSSSLIQHW
CESC





452W]WRIHTGEKPHVCNVCGKAFSYS







SVLR




ZNF167
c.2048G>T
p.R683I
TGEKPYECNECGKVFSYSSSLMVHQ[p.
LMVHQITHT,SLMVHQITH,SLMVHQITHT,YSSSLMVHQI
CRC





R683I]ITHTGEKPYKCNDCGKAFSDSSQ







LIV




ZNF174
c.1057C>A
p.P353T
CDDCGKSFTWNSELKRHKRVHTGER[p.
RVHTGERTY,RVHTGERTYT,KRVHTGERTY
TGCT





P353T]TYTCGECGNCFGRQSTLKLHQR







IHTG




ZNF180
c.1202G>T
p.R401I
TGEKPYECSECGKSFSRSSHLVSHQ[p.R
HLVSHQITH,HLVSHQITHT,ITHTGEKPYR,
CRC





401I]ITHTGEKPYRCNQCGKSFSQSYVL
RSSHLVSHQI






VV




ZNF180
c.1706G>T
p.R569I
TGEKPYECSECGKSFNRSSHLVMHQ[p.
SHLVMHQII,RSSHLVMHQI,SSHLVMHQII
UCEC





R569I]IIHTGEKPYECNQCGKSFSQSYVL







VV




ZNF180
c.1874G>T
p.R625I
TGEKPYECSQCGKSFRQSSCLTQHQ[p.
ITHTGEKPF,TQHQITHTG,QITHTGEKPF
UCEC





R625I]ITHTGEKPFECNQCGKTFSLSARL







IV




ZNF19
c.1046G>T
p.R349I
TGEKPYSCKVCGQAFNFHTKLTRHQ[p.
HTKLTRHQI,HQIIHSEEK,TKLTRHQII,IIHSEEKPF,HTKLTRH
CRC





R349I]IIHSEEKPFDCVDCGKAFSAQEQ
QII,RHQIIHSEEK,QIIHSEEKPF






LKR




ZNF195
c.176G>A
p.R59Q
LENYRNLFSVGLTVCKPGLITCLEQ[p.R5
QQKEPWNVK,QQKEPWNVKR,LEQQKEPWNV
UCEC





9Q]QKEPWNVKRQEAADGHPEMGFH







HATQ




ZNF205
c.1150C>T
p.R384C
TGEKPYTCPACRKSFSHHSTLIQHQ[p.R
HQCIHTGEK,IQHQCIHTG,CIHTGEKPYV,QCIHTGEKPY
CRC





384C]CIHTGEKPYVCDRCAKRFTRRSDL







VT




ZNF223
c.67G>T
p.G23W
MTMSKEAVTFKDVAVVFTEEEL[p.G23
FTEEELWLL,EELWLLDLA,EEELWLLDL,VVFTEEELW,WLLD
LUAD





W]WLLDLAQRKLYRDVMLENFRNLLSV
LAQRKL,VFTEEELWLL,ELWLLDLAQR,TEEELWLLDL,EELW






G
LLDLAQ,EEELWLLDLA



ZNF23
c.366de|T
p.F122fs
NIKKEKSNTIDGTVKDETSPVEECF[p.F1
FLVKVQTHI,KVQTHISVI,SLESSPLGV,IPSLESSPL,VKVQTHI
STAD





22fs]LVKVQTHISVIPSLESSPLGVQDW
SV,THISVIPSL,VQDWGNPSA,QDWGNPSAL,VEECFLVKV,






GNPSALIQNS*
SPVEECFLV,VQDWGNPSAL,VIPSLESSPL,CFLVKVQTHI,LV







KVQTHISV,QTHISVIPSL,ETSPVEECFL,TSPVEECFLV,VKVQTHISVI



ZNF236
c.4229C>T
p.T1410M
NITLQIDPSILQQTLQQGNLLAQQL[p.T
QLMGEPGLA,AQQLMGEPG,QQLMGEPGL,LMGEPGLAP,
STAD





1410M]MGEPGLAPQNSSLQTSDSTVP
AQQLMGEPGL






ASVVI




ZNF236
c.4439C>T
p.S1480L
GPLSEQDSVLTTNSSGTQDLTQVMT[p.
TQVMTLQGL,QVMTLQGLV,TQVMTLQGLV,MTLQGLVSP
CRC





S1480L]LQGLVSPSGGPHEITLTINNSSL
S,TQDLTQVMTL






SOV




ZNF248
c.1703G>T
p.R568I
TGEKPYECNACGKTFSQRSVLTKHQ[p.
HQIIHTRVK,SVLTKHQII,IIHTRVKAL,RSVLTKHQI,LTKHQII
CRC





R568I]IIHTRVKALSTS*
HTR,KHQIIHTRVK,RSVLTKHQII,HQIIHTRVKA



ZNF254
c.537G>T
p.K179N
FQCDKYLKVFYKFLNSNRPKIRHTE[p.K
KIRHTENKS,RHTENKSFK,IRHTENKSF,HTENKSFKCK,RPKI
UCEC





179N]NKSFKCKKRVKLFCMLSHKTQHK
RHTENK,KIRHTENKSF






SIY




ZNF257
c.1175G>T
p.R392I
TKEKPYKCEECGKAFNRSSHLTKHK[p.R
IIHTREKAY,IIHTREKAYK,KIIHTREKAY,RSSHLTKHKI
UCEC





3921]IIHTREKAYKCDEYCKAFN







WSSALTT




ZNF259
c.521G>T
p.R174I
LITRAISGLEQDQPARRANKDATAE[p.R
IIDEFIVKL,ATAEIIDEF,AEIIDEFIV,ATAEIIDEFI,IIDEFIVKLK,
CRC





174I]IIDEFIVKLKELKQVASPFTLIIDDP
EIIDEFIVKL,RANKDATAEI



ZNF263
c.1529G>T
p.R510I
TGEKPYKCPECGEIFAHSSNLLRHQ[p.R
SNLLRHQII
UCEC





510I]IIHTGERPYKCPECGKSFSRSSHLVI




ZNF266
c.1031G>A
p.R344Q
TAKDPFECKICGKSFRNSSCLSDHF[p.R3
HFQIHTGIK,FQIHTGIKP,CLSDHFQIHT,QIHTGIKPYK,FQIH
CRC





44Q]QIHTGIKPYKCKDCGKAFTQNSDL
TGIKPY






TK




ZNF266
c.1535G>A
p.R512Q
TGEKPYKCKQCGKSFSYSNSFQLHE[p.R
FQLHEQTHT,EQTHTGEKPY,FQLHEQTHTG
CRC





512Q]QTHTGEKPYECKECGKAFSSSSSF







RN




ZNF268
c.2700_270
p.F901de|
NSQLIVHQRTHSGEKPYGCNECGKT[p.
KTSQKSILS,KTSQKSILSA
BRCA



2de|CTT

F901de|]SQKSILSAHQRTHTGEKPCKC







TECGKAF




ZNF273
c.957T>A
p.N319K
DCGKVFSVFSVLTKHKIIHTGTKPY[p.N3
IIHTGTKPYK
KIRC





19K]KCEECGKGFSIFSTLTKHKIIHTGEK




ZNF280B
c.1087G>A
p.E363K
SWENHTTCQHCHRQFPTPFQLQCHI[p.
QLQCHIKNV,LQCHIKNVH,CHIKNVHTA,FQLQCHIKNV
CRC





E363K]KNVHTAQEPSTVCKICELSFETD







QVL




ZNF280B
c.1198G>A
p.E400K
CKICELSFETDQVLLQHMKDHHKPG[p.
HHKPGKMPY,GKMPYVCQV,HMKDHHKPGK,MKDHHKP
GBM





E400K]KMPYVCQVCHYRSSVFADVET
GKM,GKMPYVCQVC






HFRTC




ZNF283
c.1175G>A
p.R392Q
KIHTGKKPYECKICGKAFCWGYQLT[p.R
GYQLTQHQI,YQLTQHQIF,TQHQIFHTG,GYQLTQHQIF,W
CRC





392Q]QHQIFHTGEKPYECKECGKAFNC
GYQLTQHQI,YQLTQHQIFH






GSS




ZNF32
c.185C>T
p.S62L
EATGSSSWDIQNSFRREKLEQKSPD[p.S
KLEQKSPDLK
CRC





62L]LKTLQEDSPGVRQRVYECQECGKS







FR




ZNF322
c.318G>T
p.K106N
VQSSDLTSHQRIHNYEKPYKCSKCE[p.K
ENSFWHHLV,NSFWHHLVL,KCSKCENSF,CENSFWHHL,YK
LUAD





106N]NSFWHHLVLSGHQRTHAGKKFY
CSKCENSF,CENSFWHHLV






TCDI




ZNF333
c.1661G>A
p.R554Q
TGEKLYECATCGQVLSRLSTLKSHM[p.R
HMQTHTGEK,KSHMQTHTG,SHMQTHTGEK,MQTHTGEK
UCEC





554Q]QTHTGEKPYVCQECGRAFSEPSS
PY,QTHTGEKPYV






LRK




ZNF334
c.1278de|A
p.K426fs
ECKECGKTFFCQSALTAHQRIHTGE[p.K
AVNVENFYV,FVNLPSMCI,FYVRNQPSL,RIHTGENPM,HTG
STAD





426fs]NPMNVVNVRKPSFVNLPSMCIE
ENPMNV,EVIQERSPM,NAVNVENFY,VVNVRKPSF,VRKPS






EVIQERSPMNAVNVENFYVRNQPSLHI
FVNL,PSFVNLPSM,QERSPMNAV,MNAVNVENF,VRNQPS






R*
LHI,LPSMCIEEV,NLPSMCIEEV,VVNVRKPSFV,AVNVENFY







VR,SFVNLPSMCI,NVRKPSFVNL,YVRNQPSLHI,MNQVNVE







NFY,HTGENPMNVV,NAVNVENFYV,KPSFVNLPSM,NFYV







RNQPSL,QRIHTGENPM,GENPMNVVNV,NVVNVRKPSF,E







EVIQERSPM,IQERSPMNAV,PMNAVNVENF,LPSMCIEEVI



ZNF354B
c.1205G>T
p.R402I
TGEKPFKCSECGRAFSQSASLIQHE[p.R
SASLIQHEI,IQHEIIHTG,SLIQHEIIHT,QSASLIQHEI
UCEC





402I]IIHTGEKPYRCNECGKGFTSISRLN







R




ZNF354B
c.1825G>A
p.D609N
GKLFSQRSSLTNHYKIHIEEDSLKA[p.D6
EEDSLKANL,IEEDSLKANL
UCEC





09N]NLHV*




ZNF358
c.389de|C
p.T130fs
DPNSDTLSPGDPKVDPISSGLTATP[p.T
RIAGEPSAA,SSGLTATPR,ATPRSWPPA,RPGPSPARI,GLTA
STAD





130fs]RSWPPAPRCSPPPPARPGPSPA
TPRSW,ARIAGEPSA,RIAGEPSAAA,ISSGLTATPR,PARPGP






RIAGEPSAAAPG*
SPAR,TPRSWPPAPR,APRCSPPPPA,RPGPSPARIA,SGLTAT







PRSW,ARIAGEPSAA



ZNF382
c.558T>A
p.H186Q
FGDSTGWEKSLLNTKHEKIHPAVNL[p.
NLQKQTERV,LQKQTERVL,KIHPAVNLQK
CLL





H186Q]QKQTERVLSGKQELIQHQKVQ







APEQP




ZNF385D
c.677C>G
p.T226S
KRLLYCSLCKVAVNSASQLEAHNSG[p.T
SKHKTMLEA,GSKHKTMLEA,SQLEAHNSGS,LEAHNSGSKH
LUAD





226S]SKHKTMLEARNGSGTIKAFPRAG







VKG




ZNF43
c.752de|A
p.N251fs
GEKPYTCEECGKVFNWSSRLTTHKK[p.
ILDTNSTNV,KLLTSPQSL,LLTSPQSLL,IILDTNSTNV,KLLTSP
STAD





N251fs]IILDTNSTNVKNVAKLLTSPQSL
QSLL,ILDTNSTNVK,SSRLTTHKKI,DTNSTNVKNV,LTSPQSL






LPIR*
LPI,RLTTHKKIIL,AKLLTSPQSL



ZNF43
c.838C>T
p.R280C
YKLYKCEECGKAFNKSSILTTHKII[p.R28
IICTGEKFY,KIICTGEKF,IICTGEKFYK,CTGEKFYKCK,THKIICT
UCEC





0C]CTGEKFYKCKECAKAFNQSSNLTEH
GEK,KIICTGEKFY,HKIICTGEKF






K




ZNF434
c.916C>T
p.R306C
QNSQIYRAMAEGLWEQGFLRTPEQC[p.
RTPEQCCTK,CTKFKSLQL,TPEQCCTKF,RTPEQCCTKF
CRC





R306C]CTKFKSLQLSYRKVRRGRVPEP







CIFY




ZNF439
c.785G>T
p.R262I
TGEKPYECKQCGKSFSYSATHRIHE[p.R
ITHIGEKPY,HRIHEITHI,YSATHRIHEI
CRC





262I]ITHIGEKPYECQECGKAFHSPRSC







HR




ZNF442
c.926G>A
p.R309Q
ERTHTGEKPYKCKRCGRAFSVSSSL[p.R
SSSLQIHER,FSVSSSLQI,VSSSLQIHER,RAFSVSSSLQ,
UCEC





309Q]QIHERTHTGEKPYECKQCGKAFH
FSVSSSLQIH






HLG




ZNF443
c.902G>T
p.R301I
TGEKPYKCKQCSKAFPDSSSCLIHE[p.R3
CLIHEITHT,SSSCLIHEI,DSSSCLIHEI,EITHTGEKPY
CRC





01I]ITHTGEKPYTCKQCGKAFSVSGSLQ







R




ZNF445
c.2044C>A
p.L682M
ECREGFRQSPDCSQPQGAPAVEKTF[p.
TFMCQQCGK,KTFMCQQCG,APAVEKTFM,MCQQCGKTF,
CRC





L682M]MCQQCGKTFTRKKTLVDHQRI
KTFMCQQCGK,FMCQQCGKTF






HTGEK




ZNF454
c.1127G>T
p.R376I
TGEKPFECNECGKAFRVNSSLTEHQ[p.
SSLTEHQII,TEHQIIHTG,SLTEHQIIHT
UCEC





R376I]IIHTGEKPYKCNECGKAFRDNSS







FAR




ZNF454
c.569G>T
p.S190I
SDQSQGFQPSKNAFECSECGKVFSK[p.
KVFSKISTL,FSKISTINK,ISTLNKHQK,VFSKISTLNK,KISTLNK
LUAD





S190I]ISTLNKHQKIHNEKNANQKIHIKE
HQK,GKVFSKISTL,SECGKVFSKI






KR




ZNF462
c.1948T>A
p.S650T
FCDNLPKFEGQPSSLPLENETDSHP[p.S
PTSSNTVKK,DSHPTSSNTV,LENETDSHPT
KIRC





650T]TSSNTVKKSQTSILGLSSKNNFVA







KA




ZNF470
c.1922G>T
p.R641I
TGEKPYECNVCGKAFSHRKSLTLHQ[p.R
KSLTLHQII,RKSLTLHQI,KSLTLHQIIH,RKSLTLHQII
CRC





641I]IIHTGEKPYECKECSKAFSQVAH







LTL




ZNF471
c.845G>T
p.R282I
TGEKLFECKECRKAFKQSEHLIQHQ[p.R
SEHLIQHQI,SEHLIQHQII
CRC





282I]IIHTGEKPYKCKECRKAFRQPAHL







AQ




ZNF48
c.704G>A
p.R235H
HQRTHTGEKPYKCGICGKGFGDSSA[p.
SSAHIKHQR,HIKHQRTHR,KGFGDSSAH,AHIKHQRTH,DSS
LUSC





R235H]HIKHARTHRGEQPPRPVVPRR
AHIKHQR,KGFGDSSAHI






QPSRA




ZNF48
c.739de|C
p.P247fs
ICGKGFGDSSARIKHQRTHRGEQPP[p.
RTSHISALI,HISALIAAR,RPRTSHISA,AARGLCSAA,LPRDRR
STAD





P247fs]DQWCPDGSHLGQPRQLPRDR
PRT,SHISALIAA,LIAARGLCSA,RQLPRDRRPR,RTSHISALIA,






RPRTSHISALIAARGLCSAAAS*
TSHISALIA,AARGLCSAAA,HLGQPRQLPR,SHISALIAAR,L







PRDRRPRTS,RPRTSHISAL,DQWCPDGSHL,IAARGLCSAA



ZNF484
c.412C>T
p.R138C
SILEELWKDDEHTRKCGENQNKPLS[p.
NQNKPLSCV,LSCVVFINK,NKPLSCVVF,KPLSCVVFI,NQNK
CRC





R138C]CVVFINKKTLANDSIFEYKDIGEI
PLSCVV,PLSCVVFINK,LSCVVFINKK,QNKPLSCVVF






VH




ZNF485
c.1121G>T
p.R374I
SGNKPYQCRDCGKAFTKSSTLTGHQ[p.
KSSTLTGHQI
UCEC





R374I]IIHTGEKPYHCKKCGKAFRHSSGL







VE




ZNF488
c.617G>A
p.R206Q
PAGESADALGELSGLLNTTDLACWG[p.
QLSTPKLLV,GQLSTPKLL,CWGQLSTPKL,
UCEC





R206Q]QLSTPKLLVGDLWNLQALP
GQLSTPKLLV






QNAPLCS




ZNF491
c.1028G>A
p.R343Q
ERTHTGEKPDGCKQCGKAFRSAKYI[p.R
SAKYIQIHG,RSAKYIQIH,FRSAKYIQI,IQIHGRTHT,AFRSAK
CRC





343Q]QIHGRTHTGEKPYECKQCGKAF
YIQI,SAKYIQIHGR,IQIHGRTHTG






HCVS




ZNF492
c.1175C>A
p.P392H
CEVCSKAFSRFSHLTTHKRIHTGEK[p.P3
RIHTGEKHY,RIHTGEKHYK,KRIHTGEKHY
LUAD





92H]HYKCEECGKAFNLSSQLTTHKIIHT







G




ZNF514
c.242T>G
p.V81G
PGEEGTTNSFLKARPRDLMTFEDVA[p.
MTFEDVAGE,MTFEDVAGEF,VAGEFSQWEW
KIRP





V81G]GEFSQWEWGQLNPAQKDLYRE







VMLEN




ZNF519
c.1291C>T
p.H431Y
CKECGKAFNRASHLTQHQRIHTGEK[p.
YFKCKECGK,QRIHTGEKY,RIHTGEKYF,
KIRC





H431Y]YFKCKECGKAFNRGSHLTRHQR
RIHTGEKYFK,HTGEKYFKCK,KYFKCKE






IHTG
CGK,HQRIHTGEKY,QRIHTGEKYF



ZNF521
c.1918G>T
p.G640C
TSLKMMQAVGGAPARPTGEYICNQC[p.
ICNQCCAKY,GEYICNQCC,YICNQCCAKY,CAKYTSL
LUAD





G640C]CAKYTSLDSFQTHLKTHLDTV
DSF,NQCCAKYTSL,GEYICNQCCA






LPKLT




ZNF521
c.809C>A
p.P270H
TQKCSQCEEGFDFPEDLQKHIAECH[p.P
LQKHIAECHH
LUAD





270H]HECSPNEDRAALQCVYCH







ELFVEETS




ZNF528
c.836G>A
p.R279Q
SNLSQHQRIHTGEKPYKCHECDKVF[p.
KVFQSSSKL,FQSSSKLAQ,KVFQSSSKLA,
CRC





R279Q]QSSSKLAQHQRIHTGEKPYKCH
FQSSSKLAQH,HECDKVFQSS






ECDK




ZNF534
c.1749T>A
p.N583K
TGEKPYSCNECGKVFSRNSHLARHR[p.
RKIHTGEKPH
GBM





N583K]KIHTGEKPHSCNECGKVFSRNS







HLAR




ZNF536
c.1987G>T
p.G663W
RVFRTYHQVVVHSRVHKRDRKGEED[p.
EEDWLHVGL,DWLHVGLDER,GEEDWLHVGL
LUAD





G663W]WLHVGLDERRGSGSDQESQS







VSRSTT




ZNF536
c.556G>T
p.G186C
PYCDHRAAQKGNLKIHLRTHKLGNL[p.
RTHKLGNLC,RTHKLGNLCK,NLCKGRGRVR
LUAD





G186C]CKGRGRVREENRLLHELEERAIL







RDK




ZNF559
c.850G>A
p.E284K
PSSSHLRECVRIYGGERPYTHKEYV[p.E2
KTFSHSTAL,THKEYVKTF,KEYVKTFSH,VKTFSHSTA,Y
UCEC





84K]KTFSHSTALFVHMQTQDGEKFYEC
VKTFSHSTA,KTFSHSTALF,YTHKEYVKTF,RPYTHKE






KA
YVK,VKTFSHSTAL,KEYVKTFSHS



ZNF563
c.622de|T
p.W208fs
NLRRHMVVQGGNRPYKCKLCGKAFF[p.
AFFGPVYYV,VLKPFLFTV,KAFFGPVYY,CMKELTLER,FFGPV
GBM





W208fs]GPVYYVCMKELTLERNRMNV
YYVC,VYYVCMKEL,SSVLKPFLF,CGKAFFGPV,GKAFFGPVY,






SSVLKPFLFTVPIEDMRECTLGRNRMN
FTVPIEDMR,KPFLFTVPI,NVSSVLKPF,KAFFGPVYYV,SVLK






VSSVLKPCLIPVPI*
PFLFTV,FLFTVPIEDM,FFGPVYYVCM,YYVCMKELTL,VSSV







LKPFLF,CGKAFFGPVY,GKAFFGPVYY,NVSSVLKPFL,MNVS







SVLKPF,KELTLERNRM,LKPFLFTVPI



ZNF563
c.78G>T
p.K26N
MDAVAFEDVAVNFTQEEWALLGPSCTI[p.K
PSQNNLYRY,LLGPSQNNL,SQNNLYRYV,LGPSQNN
CRC





26N]NNLYRYVMQETIRNLDCIRMI
LY,QNNLYRYVM,ALLGPSQNNL,LLGPSQNNLY,SQNN






WEEQN
LYRYVM,GPSQNNLYRY



ZNF573
c.1049G>T
p.R350I
TGKKPYECKECGKGYTTASYFLLHQ[p.R
FLLHQIIHK,SYFLLHQII,HQIIHKGGK,IIHKGGKPY,ASYFLLH
CRC





350I]IIHKGGKPYECKECKKTFTLYRNLT
QI,QIIHKGGKPY,TASYFLLHQI,ASYFLLHQII






R




ZNF578
c.931G>A
p.G311S
PYKCNECGKSFSYKSSLTCHRRCHT[p.G
CHRRCHTSEK
CLL





311S]SEKPYKCNECGKSFSYKSSLTCH







HRC




ZNF583
c.1031G>T
p.R344I
TGERPFECIECGKAFSNGSFLAQHQ[p.R
SFLAQHQII,GSFLAQHQI,FLAQHQIIH,FLAQHQIIHT,GSFL
CRC





344I]IIHTGEKPYVCNVCGKAFSHRGYLI
AQHQII






V




ZNF585A
c.1473G>T
p.E491D
YMCNKCGKAFTNRSNLITHQKTHTG[p.
HQKTHTGDK,KTHTGDKSY,KTHTGDKSYI,QKTHTGDKSY
CRC





E491D]DKSYICSKCGKAFTQRSDLITHQ







RIH




ZNF585A
c.1912G>A
p.E638K
KSFTSKSQLLVHQPVHTGEKPYVCA[p.E
VCAKCGKAF,KPYVCAKCGK,YVCAKCGKAF,G
CRC





638K]KCGKAFSGRSNLSKHQKTHTGEK
EKPYVCAKC






PYI




ZNF592
c.1498C>A
p.P500T
PGSQTGKKQQSTALQASTLAPANLL[p.
LLTKAVHLA,NLLTKAVHL,TKAVHLANL,NLLTKAVHLA,TLA
TGCT





P500T]TKAVHLANLNLVPHSVAASVTA
PANLLTK,LTKAVHLANL,APANLLTKAV






KSSV




ZNF592
c.970A>C
p.K324Q
VTKEDQPGHTKDLSGPTKESSKGSP[p.K
SSKGSPQMPK,QMPKSPKSPR,KESSKGSPQM
TGCT





324Q]QMPKSPKSPRSPLEATRKSIKPSD







SP




ZNF594
c.860G>T
p.R287I
TGEKPYECYDCGQMFSQSSHLVPHQ[p.
HLVPHQIIH,IIHTGEKPLK,SSHLVPHQII
UCEC





R287I]IIHTGEKPLKCNECEKAFRQHSH







LTE




ZNF598
c.74A>G
p.E25G
MAAAGGAEGRRADMEAEAAAAPER[p.
AEAAAAPERG
ACC,KIRP





E25G]GGGSCVLCCGDLEATALGRCDH







PVCY




ZNF608
c.1393de|G
p.A465fs
SAAAAPGSEASFTESRGLQNKNRGG[p.
QIVLLRISK,KNRGGPMGK,LLRISKPAL,KPALPPPTK,GPMG
STAD





A465fs]PMGKGGGAASMPADEGHPQI
KGGGA,PPTKGKTSL,GKGGGAASM,TKGKTSLQW,GKTSL






VLLRISKPALPPPTKGKTSLQWSWT*
QWSW,DEGHPQIVL,MPADEGHPQ,HPQIVLLRI,VLLRISKP







AL,ISKPALPPPT,EGHPQIVLLR,MPADEGHPQI,GPMG







KGGGAA,MGKGGGAASM,LQNKNRGGPM,KGKTS







LQWSW,DEGHPQIVLL



ZNF611
c.1169G>T
p.R390I
TGEKPYKCEECDKVFSRKSTIETHK[p.R3
RKSTIETHKI
UCEC





90I]IIHTGEKPYRCKVCDTAFTWHSQLA







R




ZNF625
c.704G>A
p.R235Q
TGEKPYECSECGKAFHSSTCLHAHK[p.R
STCLHAHKK,SSTCLHAHKK,AHKKTHTGEK
CRC





235Q]KTHTGEKPYECKQCGKAFVSFNS







VRY




ZNF626
c.1418A>G
p.K473R
TGEKFYKCEECGKAFKCSSNLTTHK[p.K
CSSNLTTHKR
LUSC





473R]RIHTGERPYKCEECGKAFNQSSIL







TT




ZNF638
c.1198G>A
p.D400N
SQADIPIRSPFGIVKASWLPKFSHA[p.D
KFSHANAQK,HANAQKMKR,FSHANAQKM,WLPKFSHAN
LIHC





400N]NAQKMKRLPTPSMMNDYYAAS
A,FSHANAQKMK,KFSHANAQKM






PRIFP




ZNF644
c.61G>T
p.G21W
MRSFLQQDVNKTKSRLNVLN[p.G21
RLNVLNWLA,WLANNMDDL,VLNWLANNM,KSRLNVLN
LUAD





W]WLANNMDDLKINTDITGAKEELLDD
W,SRLNVLNWL,WLANNMDDLK,KSRLNVLNWL,NVLNWL






N
ANNM,TKSRLNVLNW



ZNF645
c.460C>T
p.R154C
SLQAHIKRRHKRARKQVTSASLEKV[p.R
SLEKVCPHI,LEKVCPHIA
UCEC





154C]CPHIAPPQTEISDIPKRLQDRDHL







SY




ZNF649
c.593G>T
p.R198I
NIEKAHECTDCGKAFLKKSQLTEHK[p.R
SQLTEHKII,IIHTGKKPHV,KKSQLTEHKI,SQLTEHKIIH
UCEC





198I]IIHTGKKPHVCSLCGKAFYKKYRLT







E




ZNF652
c.981G>T
p.K327N
VSCNKSFKKLWSLHEHIKIVHGYAE[p.K
IVHGYAENK,AENKFSCEI,KIVHGYAENK,IVHGYAENKF,
CRC





327N]NKFSCEICEKKFYTMAHVRKHM
AENKFSCEIC






VAHT




ZNF674
c.1214G>T
p.R405I
TKENIYECSKCGKSFRGKSHLSVHQ[p.R
SHLSVHQII,KSHLSVHQI,KSHLSVHQII,GKSHLSVHQI
UCEC





405I]IIHTGEKPYECSICGKTFSGKSHLSV




ZNF675
c.659G>T
p.R220I
TKVNFCKCEECEKAVNQSSKLTKHK[p.R
KLTKHKIIY,IIYTCEKLY,SSKLTKHKI,IIYTCEKLYK,SSKL
UCEC





220I]IIYTCEKLYKCQECDRTFNQFSNLT
TKHKII,KHKIIYTCEK,KIIYTCEKLY,SKLTKHKIIY,






E
HKIIYTCEKL



ZNF676
c.127C>A
p.P43T
PDLIIFLEQGKEPWNMKRHEMVEEP[p.
HEMVEEPTV,EPTVICSHF,HEMVEEPTVI,EEPTVICSHF
LUSC





P43T]TVICSHFSQEFWPEQGIEDSFQK







MIL




ZNF677
c.1352G>T
p.R451I
PGEKPHKCNVCGRAFIQSSSLVEHQ[p.
SSLVEHQII,VEHQIIHTG,SLVEHQIIHT
CRC





R451I]IIHTGEKPYKCNKCDKAFIKRSHL







WG




ZNF677
c.392G>C
p.R131T
FDSLWDYDVKNYKGMPLTCNKNLTH[p.
HTKDQQHNK,CNKNLTHTK
CESC





R131T]TKDQQHNKSSIHFSLKQSVSIR







DSAH




ZNF680
c.1501C>T
p.R501W
TLANHKRIHAREKPYKCEECGKAFN[p.R
FNWSSHLTR,WSSHLTRHKK,AFNWSSHLTR,FNWSSHLTR
TGCT





501W]WSSHLTRHKKIHTGEKLYKPEKC
H






DNN




ZNF687
c.2573T>G
p.F858C
DTVFTHKPLLSSHFDQHLLPQRVSV[p.F
LLPQRVSVC,CKCPSCPLLF
KIRC





858C]CKCPSCPLLFAQKRTMLEHLKNT







HQS




ZNF699
c.122G>T
p.R41I
QDSVVFEDVAVDFTQEEWALLDLAQ[p.
LLDLAQINL,DLAQINLYR,LDLAQLNLY,AQINLYRDV,QINLY
CRC





R41I]INLYRDVMLENFQNLASLGYPLH
RDVM,WALLDLAQI,LLDLAQINLY,ALLDLAQINL,AQIN






TPH
LYRDVM



ZNF7
c.1010G>T
p.R337I
TGEKPYRCEECGKAFGQSSSLIHHQ[p.R
SSSKLIHHQI,SSLIHHQII,SLIHHQIIHT,QSSSLIHHQI
CRC





337I]IIHTGERPYGCRECGKAFSQQSQL







VR




ZNF70
c.731G>T
p.R244I
TGKRPYECRECGKDFSRSSSLRKHE[p.R
SLRKHEIIH,RSSSLRKHEI,EIIHTGERPY
CRC





244I]IIHTGERPYQCKECGKSFNQSSGLS







Q




ZNF700
c.1946C>G
p.S649C
NLRKHGRTHTGEKPYECKQCGKAFR[p.
KAFRCASNL,FRCASNLQM,CASNLQMHER,AFRCASNLQM,
CLL





S649C]CASNLQMHERTHTGEKPYECKE
GKAFRCASNL






CEKA




ZNF700
c.1954A>C
p.N652H
KHGRTHTGEKPYECKQCGKAFRSAS[p.
ASHLQMHER,AFRSASHLQ,RSASHLQMH,FRSASHLQM,S
CLL





N652H]HLQMHERTHTGEKPYECKECE
ASHLQMHER,AFRSASHLQM






KAFCK




ZNF700
c.1961A>G
p.Q654R
GRTHTGEKPYECKQCGKAFRSASNL[p.
ASNLRMHER,AFRSASNLR,FRSASNLRM,KAFRSASNLR,SA
CLL





Q654R]RMHERTHTGEKPYECKECEKAF
SNLRMHER,AFRSASNLRM






CKFS




ZNF705A
c.892G>A
p.D298N
GNKIIHTGEKPHACLLCGKAFSLSS[p.D2
AFSLSSNLR,KAFSLSSNLR
CLL





98N]NLR*




ZNF706
c.23T>A
p.I8N
MARGQQK[p.I8N]NQSQQKNAKKQA
QQKNQSQQK,KNQSQQKNAK
BLCA





GQKKKQGHDQKAAA




ZNF709
c.1403G>T
p.R468I
TGEKPYECKQCGKAFSCSSSFRMHE[p.
RMHEIIHTG,SFRMHEIIH,SSFRMHEII,SFRMHEIIHT,CSSSF
UCEC





R468I]IIHTGEKPYECKQCGKAFSFSSSF
RMHEI,SSFRMHEIIH






RM




ZNF71
c.1231G>T
p.V411L
ICKKHFTGRSSLIVHQIVHTGEKPY[p.V4
YLCGECGKA,LCGECGKAF,YLCGECGKAF,GEKPYLCGEC
LUAD





11L]LCGECGKAFSQSAYLIEHQRIHTGE







K




ZNF711
c.2211de|A
p.L737fs
SVHTKDQPLKCKRCKRGFRQQNELK[p.
RQQNELKNI
STAD





L737fs]NI*




ZNF716
c.788A>T
p.H263L
EKPYRCEECGKAFSWSASLTKHKRI[p.H
LTKHKRILT,SLTKHKRIL,KHKRILTGEK
LUAD





263L]LTGEKPYTCEERGKVFSRSTLTNY







KR




ZNF717
c.1781A>T
p.N594I
GKSFHCKSFLTIHQRTHAGKKPYEC[p.N
YECIECEKTF
MM





594I]IECEKTFINKLNLGIHKRTHTGERP







Y




ZNF717
c.2530T>A
p.C844S
CRKTFSQKSKLFVHHRTHTGEKPFR[p.C
RSNECRKTF,KPFRSNECRK,RSNECRKTFS,FRSNECRKTF
MM





844S]SNECRKTFSQKSGLSIHQRTHTGE







KP




ZNF717
c.945G>C
p.W315C
KPSISKSDLMLQCKMPTEEKPYACN[p.
KPYACNCCEK,YACNCCEKLF
MM





W315C]CCEKLFSYKSSLIIHQRIHTGEKP







YG




ZNF750
c.287_288
p.S96fs
LDPKQTNQPDATAKPASSKSVANGL[p.
RVFPHQVGL,GLPHSWLPL,RLTFPSTRV,SVANGLCLR,SAFC
HNSC



de|CT

S96fs]CLRLEASAQLCQGRHQGKPGAA
ICSSR,HSWLPLESR,SWLPLESRL,GSRPRCPAC,SGRRSSAFC,






SPGNPQVPGTEASPPQGITLQEPSSGSR
GARQRRGAR,AFCICSSRR,QTQGARQRR,FTQPHCQGR,R






PRCPACSGRRSSAFCICSSRRAQTQGAR
PRCPACSG,QPHCQGRVF,FPHQVGLPH,LPLESRLTF,CSGR






QRRGARDTGFTQPHCQGRVFPHQVGL
RSSAF,KSVANGLCL,LRLEASAQL,HQGKPGAAS,RRGARDT






PHSWLPLESRLTFPSTRVST*
GF,HQVGLPHSW,TEASPPQGI,LESRLTFPS,SVANGLCLRL,







GLCLRLEASA,CLRLEASAQL,FTQPHCQGRV,KSVANGLCLR,







SSAFCICSSR,SAFCICSSRR,WLPLESRLTF,SSGSRPRCPA,GS







RPRCPACS,RPRCPACSGR,SGRRSSAFCI,SSRRAQTQGA,R







AQTQGARQR,RVFPHQVGLP,EASAQLCQGR,TLQEPSSGS







R,ESRLTFPSTR,EASPPQGITL,SKSVANGLCL,HQGKPGAAS







P,ACSGRRSSAF,RQRRGARDTG,QRRGARDTGF,TQPHCQ







GRVF,GRVFPHQVGL,HQVGLPHSWL,VGLPHSWLPL,HSW







LPLESRL,LESRLTFPST



ZNF765
c.761C>T
p.S254L
LLRKHQLIHLGEKQYKCDICGKVFN[p.S
KVFNLKRYV,FNLKRYVAR,GKVFNLKRY,KVFNLKRYVA,CG
UCEC





254L]LKRYVARHRRCHTGEKPYKCNEC
KVFNLKRY,DICGKVFNLK,VFNLKRYVAR,NLKRYVARHR






GKT




ZNF774
c.1268G>A
p.R423Q
TGERPYKCGECGKSFNQSSHFITHQ[p.R
FITHQQIHL,QIHLGDRPY,SHFITHQQI,SSHFITHQQI,QQIH
CRC





423Q]QIHLGDRPYRCPECGKTFNQRSH
LGDRPY,QIHLGDRPYR,SHFITHQQIH






FLT




ZNF780A
c.1397G>A
p.R466Q
SNEKPFVCRECEMAFRYHCQLIEHS[p.R
HSQIHTGDK,QIHTGDKPF,CQLIEHSQI,QLIEHSQIH,QLIEH
UCEC





466Q]QIHTGDKPFECQDCGKAFNRGS
SQIHT,SQIHTGDKPF,CQLIEHSQIH






SLVQ




ZNF782
c.1450G>T
p.G484W
FNYKSILIVHQRTHTGEKPFECNEC[p.G
NECWKSFSH,KPFECNECW,CWKSFSHMSG,FECNECWKSF,
LUAD





484W]WKSFSHMSGLRNHRRTHTGER
NECWKSFSHM,WKSFSHMSGL






PYKCD




ZNF782
c.434G>T
p.C145F
KPHNRDINIFRARMMPCKCDIAGSA[p.
SAFQGLSLM,KCDIAGSAF,IAGSAFQGL,GSAFQGLSL,FQG
TGCT





C145F]FQGLSLMAPHCQYSKEKAHER
LSLMAP,DIAGSAFQGL,CKCDIAGSAF,AGSAFQGLSL,GSAF






NVCDK
QGLSLM,SAFQGLSLMA,FQGLSLMAPH



ZNF782
c.740A>C
p.K247T
KAFLEKAALVTSNSTHPKGKSYNFN[p.K
KGKSYNFNT,KSYNFNTFG,GKSYNFNTF,FNTFGENKY,NTF
CRC





247T]TFGENKYDKSTFIIPQNMNPEKS
GENKYDK,KGKSYNFNTF






HYE




ZNF799
c.121T>G
p.W41G
IRVDAGHKPHEYQEYGEKRNTRKQF[p.
KQFGKTFSY,RNTRKQFGK,TRKQFGKTF,KRNTRKQFGK,RK
BLCA





W41G]GKTFSYCHSFQTHKISHTGHKPY
QFGKTFSY,KQFGKTFSYC,GKTFSYCHSF






DCK




ZNF799
c.127A>G
p.T43A
VDAGHKPHEYQEYGEKRNTRKQFWK[p.T
KQFWKAFSY,KAFSYCHSF,NTRKQFWKA,TRKQFWKAF,KA
BLCA





43A]AFSYCHSFQTHKISHTGHKPYD
FSYCHSFQ,RKQFWKAFSY,NTRKQFWKAF,WKAFSYCHSF,






CKEC
KQFWKAFSYC



ZNF799
c.1357T>C
p.C453R
KAYRISSSLRRHETTHTGEKPYKCK[p.C4
KPYKCKRGK,KCKRGKAFI,RGKAFIDFY,YKCKRGKAF,KRGK
TGCT





53R]RGKAFIDFYSFQNHKTTHAGEKPY
AFIDF,RGKAFIDFYS,KRGKAFIDFY,KPYKCKRGKA,CKRGKA






EC
FIDF



ZNF804B
c.1930_1931
p.P644S
NDIDEDLSFPSYISRFKKHKLIPCS[p.P64
KLIPCSSHL,IPCSSHLEF,HKLIPCSSH,LIPCSSHLEF,HKLIPCSS
TGCT



CC>AG

4S]SHLEFEDERQFNCKSSPCTVGGHSD
HL






HG




ZNF814
c.959_960
p.G320E
KHECGECGKSFSKYVSFSNHQRVHT[p.
HQRVHTEKR,RVHTEKRPY,RVHTEKRPYE,QRVHTEKRPY
KIRP



GG>AA

G320E]EKRPYECGECGKSFSKYASFSNH







QRVH




ZNF814
c.968C>A
p.P323H
CGECGKSFSKYVSFSNHQRVHTGKR[p.
RVHTGKRHY,RVHTGKRHYE,HQRVHTGKRH,QRVHTGKR
KIRP





P323H]HYECGECGKSFSKYASFSNHQR
HY






VHTE




ZNF814
c.970T>C
p.Y324H
GECGKSFSKYVSFSNHQRVHTGKRP[p.
RVHTGKRPH,RVHTGKRPHE
TGCT





Y324H]HECGECGKSFSKYASFSNHQRV







HTEK




ZNF823
c.1640G>T
p.R547I
SGEKPYECKECGKAFSWLTCLLRHE[p.R
WLTCLLRHEI
UCEC





547I]IIHTGEKPYECLQCGKAFTRSRFLR







G




ZNF831
c.146_147
p.A49fs
PGGQASPHLTLGPVLLPPEQGLAPP[p.
ALHTQPCAA,HGASRGPPA,ASRGPPAPR,RALHTQPCA,DG
STAD



insC

A49fs]HCVPEGPAHPTVPHGASRGPPA
QPRWGQR,QPRWGQRAL,ALHTQPCAAA,RALHTQPCAA,






PRPASDGQPRWGQRALHTQPCAAA*
VPEGPAHPTV,GQPRWGQRAL,GQRALHTQPC,RPASDGQ







PRW



ZNF831
c.1849C>A
p.Q617K
AREAMAGKGRAGGRKCGQRRLKMFS[p.
RLKMFSKEK,MFSKEKWQV,QRRLKMFSK,FSKEKWQVY,LK
LUAD





Q617K]KEKWQVYGDETFKRIYQKM
MFSKEKW,KMFSKEKWQV,GQRRLKMFSK,RRLKMFSKEK,






KASPHGG
MFSKEKWQVY,RLKMFSKEKW



ZNF831
c.2847G>T
p.E949D
QAPRVLSALADNAFSPKYLLRLPQA[p.E
RLPQADTPL,PQADTPLPL,LPQADTPLPL,LRLPQADTPL
CRC





949D]DTPLPLPIPWGPRHSQDSLCSSG







WPE




ZNF831
c.4178G>A
p.R1393Q
EGDCRQTLGTLSLGTSSRIVREMDK[p.R
REMDKQTVK,QTVKDISPSA
SKCM





1393Q]QTVKDISPSAGEHGDCTTHSTA







ATSG




ZNF836
c.1712T>A
p.I571N
RIHTGEQPYKCNVCGKVFNYSGNLS[p.
YSGNLSNHK,FNYSGNLSNH
CLL





I571N]NHKRIHTGEKPFQCNECGTVFR







NYSC




ZNF836
c.1822A>C
p.K608Q
QCNECGTVFRNYSCLARHLRIHTGQ[p.
RIHTGQQPY,GQQPYKCNV,RIHTGQQPYK,LRIHTGQQPY
CLL





K608Q]QPYKCNVCGKVFNDSGNLSNH







KRIHT




ZNF836
c.1889G>T
p.R630I
TGQKPYKCNVCGKVFNDSGNLSNHK[p.
KIIHTGEKPF
UCEC





R630I]IIHTGEKPFQCNECGKVFSYYSC







LAR




ZNF836
c.2561G>T
p.R854I
TGDKPYKCNECGKAFIERSKLVYHQ[p.R
KLVYHQINH,HQINHTGEK,RSKLVYHQI,INHTGEKPY,KLVY
UCEC





854I]INHTGEKPYKCIECGKAFGRFSCLN
HQINHT,RSKLVYHQIN,INHTGEKPYK,QINHTGEKPY






K




ZNF841
c.2270G>T
p.R757I
TGEMPYKCIECGKVFNSTTTLARHR[p.R
TTTLARHRI
UCEC





757I]IIHTGEKPYKCNECGKVFRYRSGLA







R




ZNF845
c.1269G>A
p.M423I
LTRHRRLHTGEKPYKCNDCGKTFSQ[p.
FSQISSLVY,KTFSQISSL,QISSLVYHR,ISSLVYHRR,TFSQISSL
CLL





M423I]ISSLVYHRRLHTGEKPYKCEECD
V,SQISSLVYH,KTFSQISSLV,SQISSLVYHR,QISSLVYHRR,TF






EAF
SQISSLVY,GKTFSQISSL



ZNF845
c.2774G>A
p.R925H
AHLACHHRIHTGEKPYKCNECGKTF[p.
KTFHHNSVL,GKTFHHNSV,FHHNSVLVI,KTFHHNSVLV,TF
PRAD





R925H]HHNSVLVIHKTIHTGEKPYKCN
HHNSVLVI,CGKTFHHNSV,HHNSVLVIHK,GKTFHHNSVL,F






ECGK
HHNSVLVIH



ZNF880
c.1217A>G
p.Q406R
ECKECGKVFRHKFCLTNHHRMHTGE[p.
HHRMHTGER,HRMHTGERPY
KIRC





Q406R]RPYKCNECGKAFRDCSGLTAHL







LIHT




ZP3
c.1085_108
p.V362fs
VMSQWSRSASRNRRHVTEEADVTVG[p.
EEADVTVGA,EEADVTVGAT,TEEADVTVGA
KIRC



6insG

V362fs]ATDLPGQEG*




ZPBP
c.460C>T
p.R154C
NFEESMSGIYTCFLEYKPTVEEIVK[p.R1
IVKCLQLKY,CLQLKYAIY,EEIVKCLQL,CLQLKYAIYA,IVKCLQ
GBM





54C]CLQLKYAIYAYREPHYYYQFTARYH
LKYA,KCLQLKYAIY,VEEIVKCLQL






A




ZSCAN18
c.674_675
p.P225fs
SSILSDGVYERHMDPLLLPGELASP[p.P
WSWGDPGTF,LASPQPGPW,SPQPGPWSW,GELASPQPG
STAD



insC

225fs]QPGPWSWGDPGTF*




ZSWIM2
c.641C>A
p.S214Y
TSMLKCPLCRKEFAPLKLILEEFKN[p.S2
KNYSKLVAA,LILEEFKNY,FKNYSKLVA,EEFKNYSKL,ILEEFK
LUAD





14Y]YSKLVAAAEKERLDKHLGIPCNNCK
NYSK,YSKLVAAAEK,KNYSKLVAAA,KLILEEFKNY,FKNYSKL






Q
VAA,LEEFKNYSKL,EEFKNYSKLV



ZSWIM4
c.1219G>A
p.E407K
GPSLQPTMAPAPELLQKGSTCITNT[p.E
GSTCITNTK,TKGWVGHPL,KGSTCITNT,NTKGWVGHPL
CESC





407K]KGWVGHPLDPIGCLCRALLEACR







LEE




ZSWIM6
c.1829de|A
p.Q610fs
LAIAIVNTLRRQQQKQLEMFRTQKK[p.
RTQKKSYPI,TQKKSYPIK,MFRTQKKSY,RTQKKSYPIK,EMFR
KICH





Q610fs]SYPIKT*
TQKKSY,FRTQKKSYPI



ZZEF1
c.89T>C
p.V30A
PSHSSEDEAAAAGGEGWGPHQDWAA
GPHQDWAAA,WAAASGTTPG
ACC





[p.V30A]ASGTTPGPGVAAPALPPAAAL







LEPAR




ZZZ3
c.14G>A
p.R5Q
MAAS[p.R5Q]QSTRVTRSTVGLNGLDE
MAASQSTRV,ASQSTRVTR,SQSTRVTRST
HNSC





SFCGRTLRN




ZZZ3
c.485G>A
p.R162Q
IKSDKESVEQRSTWDNDADFQGTK[p.
KQACRCLIL,GTKQACRCLI,DFQGTKQACR,TKQACRCLIL
LUSC





R162Q]QACRCLILDDCEKREIKKVNVSE







EGP








Example 5

Recurrent Mutations for Cancer Subtype Specific Immunogenic Compositions.


The Cancer Genome Atlas (TCGA) contains comprehensive large-scale genome sequencing data from tumor samples to catalogue genetic mutations responsible for cancer. Tumor-specific neoantigenic peptides for use in an immunogenic composition can be selected based on a number of criteria. The first criteria is based on gene expression. The fraction of patients (per tumor type) who express the gene at >10 transcripts per million was determined. Estimates assume a random assortment of HLA type vs. mutation status of each gene vs. gene expression (per tumor type). National yearly incidence was used to quantify the population that could be treated with each peptide. Peptides were ranked by expected population. The results of the analysis is shown in Table 9.













TABLE 9 






Mutant Sequence (SEQ

Relevant Tumor
Presenting



ID NOS 33503-33732
Estimated
Types
HLAs



respectively, in
Yearly
(>500 patients
(predicted


Mutation
order of appearance)
Population
per year)
<500 nm)



















RBM14 p.AAAAAAA286del
VTAASTSYY
19282
Pancreatic Cancer
HLA.A01.01


(uc009yrj.2)



HLA.A03.01






HLA.A11.01






HLA.A26.01






HLA.A26.02






HLA.A26.03






HLA.A29.02






HLA.A68.01






HLA.A80.01






HLA.B15.01






HLA.B15.03






HLA.B15.17






HLA.B58.01





HRAS p.G12D (uc001lpv.2)
KLVVVGADGV
16466
Colorectal Cancer
HLA.A02.01


KRAS p.G12D (uc001rgp.1)


Pancreatic Cancer
HLA.A02.03


NRAS p.G12D (uc009wgu.2)


Uterine Corpus
HLA.A02.06





Endometrial






Carcinoma






NRAS p.G12V (uc009wgu.2)
KLVVVC-3AVGV
13995
Colorectal Cancer
HLA.A02.01


KRAS p.G12V (uc001rgp.1)


Lung
HLA.A02.03





Adenocarcinorna
HLA.A02.06





Pancreatic Cancer






Uterine Corpus






Endometrial






Carcinoma






NRAS p.G12V (uc009wgu.2)
VVGAVGVGK
11278
Colorectal Cancer
HLA.A03.01


KRAS p.G12V (uc001rgp.1)


Lung
HLA.A11.01





Pancreatic Cancer






Adenocarcinorna






Uterine Corpus






Endometrial






Carcinoma






KRAS p.G12C (uc001rgp.1)
KLVVVGACGV
7538
Colorectal Cancer
HLA.A02.01


NRAS p.G12C (uc009wgu.2)


Lung
HLA.A02.03


HRAS p.G12C (uc001lpv.2)


Adenocarcinoma
HLA.A02.06





KRAS p.G12C (uc001rgp.1)
VVGACGVGK
5751
Colorectal Cancer
HLA.A03.01


NRAS p.G12C (uc009wgu.2)


Lung
HLA.A11.01


HRAS p.G12C (uc001lpv.2)


Adenocarcinoma






NRAS p.G12V (uc009wgu.2)
VVVGAVGVGK
5535
Colorectal Cancer
HLA.A11.01


KRAS p.G12V (uc001rgp.1)


Lung
HLA.A68.01





Adenocarcinoma






Pancreatic Cancer






TP53 p.R248W (uc002gim.2)
GMNWRPILTI
5006
Breast Cancer
HLA.A02.01





Colorectal Cancer
HLA.A02.03





Pancreatic Cancer






PIK3CA p.E542K (uc003fjk.2)
AISTRDPLSK
4852
Bladder Cancer
HLA.A03.01





Breast Cancer
HLA.A11.01





FRG1B p.110T (uc010ztl.1)
KLSDSRTAL
4782
Prostate Cancer
HLA.A02.01






HLA.A02.02






HLA.A02.03






HLA.B07.02






HLA.B15.03





GATA3 p.H435fs (uc001ijz.2)
KI fV1FATLQR
4535
Breast Cancer
HLA.A03.01






HLA.A11.01






HLA.A30.01






HLA.A31.01






HLA.A68.01





HRAS p.G12D (uc001lpv.2)
VVGADGVGK
4530
Colorectal Cancer
HLA.A11.01


KRAS p.G12D (uc001rgp.1)


Pancreatic ancer



NRAS p.G12D (uc009wgu.2)









NRAS p.Q61R (uc009wgu.2)
ILDTAG REEY
4433
Melanoma
HLA.A01.01


KRAS p.Q61R (uc001rgp.1)


Thyroid Cancer



HRAS p.Q61R (uc001lpv.2)









NRAS p.Q61K (uc009wgu.2)
ILDTAGKEEY
4203
Colorectal Cancer
HLA.A01.01


HRAS p.Q61K (uc001lpv.2)


Melanoma



KRAS p.Q61K (uc001rgp.1)









GATA3 p.H435fs (uc001ijz.2)
MLTGPPARV
4113
Breast Cancer
HLA.A02.01






HLA.A02.02






HLA.A02.03






HLA.A02.06






HLA.A68.02






HLA.A69.01





RBM47 p.495_502AAAAAAAA>A
AAAAVIPTV
4035
Pancreatic Cancer
HLA.A02.01


(uc003gvc.2)



HLA.A02.02






HLA.A02.03






HLA.A02.06






HLA.A68.02






HLA.A69.01






HLA.B15.17





RBM47 p.495_502AAAAAAAA>A
AAAAAVIPTV
3864
Pancreatic Cancer
HLA.A02.01


(uc003gvc.2)



HLA.A02.03






HLA.A02.06






HLA.A68.02





GATA3 p.H435fs (uc001ijz,2)
YMFLKAESK
3832
Breast Cancer
HLA.A03.01






HLA.A11.01






HLA.A68.01





GATA3 p.H435fs (uc001ijz.2)
SMLTGPPARV
3718
Breast Cancer
HLA.A02.01






HLA.A02.03






HLA.A02.06





GATA3 p.H435fs (uc001ijz.2)
YIVIFLKAESKI
3718
Breast Cancer
HLA.A02.01






HLA.A02.03






HLA.A02.06





GATA3 p.H435fs (uc001ijz.2)
TLQRSSLWCL
3621
Breast Cancer
HLA.A02.01






HLA.A02.03





AP3S1 p.K41fs (uc003krl.2)
LVSEMKMIN
3603
Pancreatic Cancer
HLA.A02.01






HLA.A02.02






HLA.A02.03






HLA.A02.06






HLA.A68.02






HLA.A69.01





PIK3CA p.H1047R (uc003fjk.2)
FMKQMNDAR
3582
Breast Cancer
HLA.A31.01






HLA.A33.01






HLA.A68.01





KRAS p.Q61L (uc001rgp.1)
LLDILDTAGL
3563
Colorectal Cancer
HLA.A02.01


NRAS p.Q61L (uc009wgu.2)


Lung
HLA.A02.03


HRAS p.Q61L (uc001lpv.2)


Adenocarcinoma
HLA.A02.06





Melanoma






GATA3 p.H435fs (uc001ijz.2)
FATLQRSSL
3551
Breast Cancer
HLA.B07.02






HLA.B08.01






HLA.B39.01





AP3S1 p.K41fs (uc003krl.2)
HINSEMKMFV
3524
Pancreatic Cancer
HLA.A02.01






HLA.A02.03






HLA.A02.06






HLA.A68.02





FRG1B p.L52S (uc010ztl.1)
ALSASNSCH
3502
Prostate Cancer
HLA.A02.01






HLA.A02.03






HLA.A02.06





FRG1B p.L52S (uc010ztl.1)
FQNGKMALSA
3502
Prostate Cancer
HLA.A02.01






HLA.A02.03






HLA.A02.06





RBM14 p.AAAAAAA286del
AVTAASTSY
3477
Pancreatic Cancer
HLA.A26.02


(uc009yrj.2)



HLA.A29.02






HLA.615.01






HLA.B15.03






HLA.B15.17





KRAS p.G12R (ruc001rgp.1)
VVGARGVGK
3176
Pancreatic Cancer
HLA.A03.01


NRAS p.G12R (uc009wgu.2)



HLA.A11.01





PIK3CA p.E545K (uc003fjk.2)
SEITKQEKDF
3090
Breast Cancer
HLA.B44.02





FRG1B p.A53T (uc010ztl.1)
LLTSNSCFI
3016
Prostate Cancer
HLA.A02.01






HLA.A02.02






HLA.A02.03






HLA.A02.06





FRG1B p.A53T (uc010ztl.1)
ALLTSNSCH
2959
Prostate Cancer
HLA.A02.01






HLA.A02.03






HLA.A02.06





FRG1B p.I10T (uc010ztl.1)
RTALKSGYGK
2787
Prostate Cancer
HLA.A03.01






HLA.A11.01






HLA.A68.01





FRG1B p.A50P (uc010ztl.1)
FQNGKMPLL
2781
Prostate Cancer
HLA.A02.01





Melanoma
HLA.A02.02






HLA.A02.03






HLA.A02.06






HLA.B15.03






HLA.B39.01





PIK3CA p.H1047L (uc003fik.2)
FMKQMNDAL
2610
Breast Cancer
HLA.A02.01






HLA.A02.02






HLA.A02.03






HLA.A02.06






HLA.B08.01






HLA.B15.01






HLA.B15.03





KRAS p.Q61L (uc001rgp.1)
ILDTAGLEEY
2555
Colorectal Cancer
HLA.A01.01


NRAS p.Q61L (uc009wgu.2)


Lung



HRAS p.Q61L (uc001lpv.2)


Adenocarcinoma






Melanoma






FRG1B p.A113 (uc010ztl.1)
ITLKSGYGIK
2523
Prostate Cancer
HLA.A03.01





Melanoma
HLA.A11.01






HLA.A30.01






HLA.A31.01






HLA.A68.01





ANAPC1 p.T537A (uc002thi.2)
VSAPKPLSK
2521
Pancreatic Cancer
HLA.A03.01





Prostate Cancer
HLA.A11.01






HLA.A30.01





GATA3 p.H435fs (uc001ijz.2)
FLKAESKIIVI
2496
Breast Cancer
HLA.A02.03






HLA.B08.01






HLA.B15.01






HLA.B15.03





FRG1B p.A50P (uc010ztl.1)
FQNGKMPLLA
2486
Prostate Cancer
HLA.A02.01





Melanoma
HLA.A02.03






HLA.A02.06





PIK3CA p.H1047R (uc003fik.2)
YFIVIKQMNDAR
2478
Breast Cancer
HLA.A33.01






HLA.A68.01





GATA3 p.S408fs (uc001ijz.2)
AIQPVLWTT
2371
Breast Cancer
HLA.A02.01






HLA.A02.02






HLA.A02.06





RBM1.4 p.AAAAAAA286del
AVTAASTSYY
2363
Pancreatic Cancer
HLA.A11.01


(uc009yrj.2)









FRG1B p.110T (uc010ztl.1)
KLSDSRTALK
2356
Prostate Cancer
HLA.A03.01






HLA.A11.01





FRG1B p.A11T (uc010ztl.1)
KLSDSRITL
2328
Prostate Cancer
HLA.A02.01





Melanoma
HLA.A02.02






HLA.A02.03






HLA.A02.06






HLA.B15.03





ANAPC1 p.T537A uc002thi.2)
GVSAPKPLSK
2260
Pancreatic Cancer
HLA.A03.01





Prostate Cancer
HLA.A11.01





TP53 p.Y220C (uc002gim.2)
VVVPCEPPEV
2200
Breast Cancer
HLA.A02.01






HLA.A02.06





TP53 p.R248W (uc002gim.2)
SSCMGGMNWR
2135
Colorectal Cancer
HLA.A11.01






HLA.A68.01





KRAS p.G12R (uc001rgp.1)
GARGVGKSAL
2075
Pancreatic Cancer
HLA.B07.02


NRAS p.G12R (uc009wgu.2)









RAC1 p.P29S (uc003spx.2)
TTNAFSGEY
2042
Melanoma
HLA.A01.01






HLA.A11.01






HLA.A25.01






HLA.A26.01






HLA.A26.02






HLA.A26.03






HLA.A29.02






HLA.A68.01






HLA.A80.01






HLA.B15.01






HLA.B15.03






HLA.B15.17





GATA3 p.H435fs (uc001ijz.2)
GPPARVPAV
2039
Breast Cancer
HLA.B07.02





GATA3 p.H435fs (uc001ijz.2)
KPKRDGYMF
2039
Breast Cancer
HLA.B07.02





GATA3 p.H435fs (uc001ijz.2)
KPKRDGYMEL
2039
Breast Cancer
HLA.B07.02





KRAS p.G12A (uc001rgp.1)
KLVVVGAAGV
2034
Colorectal Cancer
HLA.A02.01


HRAS p.G12A (uc001lpv.2)


Lung
HLA.A02.03


NRAS p.G12A (uc009wgu.2)


Adenocarcinoma
HLA.A02.06





SPOP p.F133L (uc002ipg.2)
FVQGKDWGL
2002
Prostate Cancer
HLA.A02.01






HLA.A02.02






HLA.A02.03






HLA.A02.06






HLA.A68.02






HLA.A69.01





GATA3 p.H435fs (uc001ijz.2)
CSMLTGPPAR
1995
Breast Cancer
HLA.A11.01






HLA.A33.01






HLA.A68.01





WASH3P p.G175S (uc002cdi.2)
SIRAAGGISK
1978
Prostate Cancer
HLA.A03.01


WASH2P p.G175S (uc002tkh.2)


Melanoma
HLA.A11.01





ARFGAP3 p.N299fs (uc003bdd.2)
EIAEVLFHI
1959
Prostate Cancer
HLA.A02.01






HLA.A02.02






HLA.A02.03






HLA.A02.06






HLA.A26.02






HLA.A26.03






HLA.A68.02






HLA.A69.01





GATA3 p.S408fs (uc001ijz.2)
ALQPLQPHA
1906
Breast Cancer
HLA.A02.01






HLA.A02.02






HLA.A02.03





ARFGAP3 p.N299fs (uc003bdd.2)
SAWDLEIAEV
1892
Prostate Cancer
HLA.A02.01






HLA.A02.06






HLA.A68.02





FRG1B p.I59V (uc010ztl.1)
LLASNSCFV
1824
Prostate Cancer
HLA.A02.01


FRG1 p.I157V (uc003izs.2)


Melanoma
HLA.A02.02






HLA.A02.03






HLA.A02.06






HLA.A68.02






HLA.A69.01





ARFGAP3 p.N299fs (uc003bdd.2)
KMLTQTDSA
1818
Prostate Cancer
HLA.A02.01






HLA.A02.02






HLA.A02.03






HLA.A02.06





PTH2 p.L22del (uc002pnn.1)
LLLLLLLLV
1807
Prostate Cancer
HLA.A02.01


CTSA p.L37del (uc002xqh.2)



HLA.A02.02


AGPAT2 p.17_18insL (uc004cii.1)



HLA.A02.03






HLA.A02.06





TP53 p.R2480 (uc002gim.2)
SSCMGGMNQR
1795
Bladder Cancer
HLA.A11.01






HLA.A68.01





KRAS p.G12(2 (uc001rgp.1)
VVVGACGVGK
1785
Colorectal Cancer
HLA.A11.01


NRAS p.G12C (uc009wgu.2)


Lung



HRAS p.G12C (uc001lpv.2)


Adenocarcinorna






PiK3CA p.N345K (uc003fjk.2)
KILCATYVK
1776
Breast Cancer
HLA.A03.01






HLA.A11.01






HLA.A30.01






HLA.A31.01





FRG1B p.A11T (uc010ztl.1)
KLSDSRITLK
1749
Prostate Cancer
HLA.A03.01






HLA.A11.01





FRG1B p.A11T (uc010ztl.1)
RITLKSGYGK
1749
Prostate Cancer
HLA.A03.01






HLA.A11.01





GATA3 p.H435fs (uca11ijz.2)
AVPFDLHFCR
1749
Breast Cancer
HLA.A11.01






HLA.A68.01





PIK3CA p.E542K (uc003fjk.2)
ISTRDPLSK
1746
Breast Cancer
HLA.A11.01





TP53 p.G245S (uc002gim.2)
SSCMGSMNR
1732
Colorectal Cancer
HLA.A11.01






HLA.A31.01






HLA.A68.01





GATA3 p.H435fs (uca11ijz.2)
AESKIMFATL
1731
Breast Cancer
HLA.B40.01






HLA.B44.02





AKT1 p.E17K (uc001ypk.2)
WLHKRGKYIK
1717
Breast Cancer
HLA.A03.01


AKT2 p.E17K (uc002onf.2)









PIK3CA p.N345K (uc003fjk.2)
ILCATYVKV
1715
Breast Cancer
HLA.A02.01






HLA.A02.02






HLA.A02.03






HLA.A02.06





FRG1B p.I59V (uc010ztl.1)
ALLASNSCFV
1698
Prostate Cancer
HLA.A02.01


FRG1 p.I157V (uc003izs.2)


Melanoma
HLA.A02.03






HLA.A02.06





FRG1B p.L52S (uc010ztl.1)
SASNSCFIR
1685
Prostate Cancer
HLA.A11.01






HLA.A31.01






HLA.A33.01






HLA.A68.01





PIK3CA p.N345K (uc003fjk.2)
KILCATYVKV
1679
Breast Cancer
HLA.A02.01






HLA.A02.03






HLA.A02.06





AP3S1 p.K41fs (uc003krl.2)
ETFHLVSEM
1635
Pancreatic Cancer
HLA.A25.01






HLA.A26.01






HLA.A26.02






HLA.A26.03






HLA.A68.01






HLA.A68.02






HLA.A69.01






HLA.B15.17





PIK3CA p.N345K (uc003fik.2)
KVNIRDIDK
1620
Breast Cancer
HLA.A03.01






HLA.A11.01






HLA.A30.01





KRAS p.G12A (uc00irgp.1)
VVGAAGVGK
1613
Colorectal Cancer
HLA.A03.01


HRAS p.G12A (uc001lpv.2)


Lung
HLA.A11.01


NRAS p.G12A (uc009wgu.2)


Adenocarcinoma






CDC27 p.D555E (uc002ile.3)
TLWHLOKEV
1577
Colorectal Cancer
HLA.A02.01






HLA.A02.02






HLA.A02.03






HLA.A02.06





GATA3 p.H435fs (uc00lijz.2)
ESKIMFATL
1573
Breast Cancer
HLA.A68.02






HLA.B08.01





TP53 p.P75fs (uc002gim.2)
KPTRAATVSV
1536
Colorectal Cancer
HLA.B07.02





CTNNB1 p.T41A (uc010hla.1)
ATAPSLSGK
1536
Prostate Cancer
HLA.A03.01






HLA.A11.01






HLA.A30.01






HLA.A31.01






HLA.A68.01





CDC27 p.D555E (uc002ile.3)
HLQKEVALSV
1530
Colorectal Cancer
HLA.A02.01






HLA.A02.03






HLA.A02.06





PIK3CA p.H1047L (uc003fik.2)
ALHGGWTTK
1513
Breast Cancer
HLA.A03.01






HLA.A11.01






HLA.A30.01





UBC p.R73L (uc002gyy.3)
RLRGGMOIFV
1474
Prostate Cancer
HLA.A02.01






HLA.A02.03






HLA.A02.06





PEX1 p.1370fs (uc003uly.2)
KMRRPVCYK
1456
Prostate Cancer
HLA.A03.01






HLA.A11.01






HLA.A30.01





TP53 p.C238Y (uc002gim.2)
TTIHYNYMY
1454
Colorectal Cancer
HLA.A31.01






HLA.A01.01






HLA.A11.01






HLA.A25.01






HLA.A26.01






HLA.A26.02






HLA.A26.03






HLA.A29.02






HLA.A68.01






HLA.A80.01






HLA.B15.17





ANAPC1 p.T537A (uc002thi.2)
APKPLSKLL
1449
Pancreatic Cancer
HLA.B07.02






HLA.A11.01






HLA.A31.01





FRG1B p.A53T (uc010ztl.1)
LTSNSCFIR
1447
Prostate Cancer
HLA.A33.01






HLA.A68.01





RNF43 p.G659fs (uc002iwf.2)
TQLARFFPI
1442
Colorectal Cancer
HLA.A02.01





Prostate Cancer
HLA.A02.02






HLA.A02.03






HLA.A02.06






HLA.A23.01






HLA.A30.01






HLA.A31.01






HLA.A69.01






HLA.B08.01






HLA.B08.03






HLA.B15.03






HLA.B38.01






HLA.B39.01






HLA.B40.01






HLA.B40.02





AP3S1 p.K41fs (uc003krl.2)
EIFFILVSEMK
1440
Pancreatic Cancer
HLA.A11.01






HLA.A68.01





PIK3CA p.H1047R (uc003fjk.2)
ARHGGWTTK
1426
Breast Cancer
HLA.B27.05





PIK3CA p.H1047R (uc003fjk.2)
ARHGGWTTKM
1426
Breast Cancer
HLA.B27.05





GATA3 p.S408fs (uc001ijz.2)
QPVLWITPPL
1421
Breast Cancer
HLA.B07.02





FRG1B p.A50P (uc010ztl.1)
MPLLASNSCF
1374
Prostate Cancer
HLA.B07.02





WASH3P p.G175S (uc002cdi.2)
ISKAKLRSM
1337
Prostate Cancer
HLA.A30.01


WASH2P p.G175S (uc002tkh.2)


Melanoma
HLA.B08.01






HLA.B15.17





HRAS p.G13R (uc001lpv.2)
VVGAGRVGK
1324
Colorectal Cancer
HLA.A03.01


NRAS p.G13R (uc009wgu.2)



HLA.A11.01






HLA.A30.01





ACADS p.R330H (uc001tza.3)
RLLTWHAAM
1321
Prostate Cancer
HLA.A02.01






HLA.A02.02






HLA.A02.03






HLA.A02.06






HLA.B08.01






HLA.B15.01






HLA.B15.03






HLA.B15.17





HRAS p.G12D (uc001lpv.2)
LVVVGADGV
1284
Pancreatic Cancer
HLA.A02.06


KRAS p.G12D (uc001rgp.1)



HLA.A68.02


NRAS p.G12D (uc009wgu.2)



HLA.A69.01





KRAS p.G12S (uc001rgp.1)
KLVVVGASGV
1278
Colorectal Cancer
HLA.A02.01


HRAS p.G12S (uc001lpv.2)



HLA.A02.03


NRAS p.G12S (uc009wgu.2)



HLA.A02.06





TP53 p.A159V (uc002gim.2)
RVRVMAIYK
1271
Bladder Cancer
HLA.A03.01






HLA.A11.01






HLA.A30.01






HLA.A31.01





HLA-A p.Q78R (uc003nol.2)
IEREGPEYW
1271
Prostate Cancer
HLA.B44.02






HLA.B44.03





GATA3 p.H435fs (uc001ijz.2)
LORSSLWCL
1248
Breast Cancer
HLA.A02.06






HLA.B15.01






HLA.B15.03





ZMIZ2
ALQEKOSCIEL
1226
Pancreatic Cancer
HLA.A02.01


p.VAAAAATATATATAT153del



HLA.A02.03


(uc003tlr.2)









GIGYF2 p.Q1005del (uc002vtj.3)
KLSGWGNVSK
1204
Pancreatic Cancer
HLA.A03.01






HLA.A11.01





FRG1B p.L52S (uc010ztl.1)
LSASNSCFIR
1190
Prostate Cancer
HLA.A11.01






HLA.A68.01





AKT1 p.E17K (uc001ypk.2)
WLHKRGKYI
1172
Breast Cancer
HLA.A02.03


AKT2 p.E17K (uc002onf.2)



HLA.B08.01





PEX1 p.I370fs (uc003uly.2)
KLGQIIMKK
1165
Prostate Cancer
HLA.A03.01






HLA.A11.01





RAC1 p.P295 (uc003spx.2)
FSG EYI PTV
1152
Melanoma
HLA.A02.01






HLA.A02.02






HLA.A02.03






HLA.A02.06






HLA.A68.02






HLA.A69.01





GATA3 p.H435fs (uc001ijz.2)
IMKPKRDGY
1151
Breast Cancer
HLA.B15.01






HLA.B15.03





AEBP1 p.K1133del (uc003tkb.2)
EEEIATGOAF
1143
Pancreatic Cancer
HLA.B44.02






HLA.A03.01





FBXW7 p.R465H (uc003ims.2)
TVHCMHLHEK
1142
Colorectal Cancer
HLA.A11.01






HLA.A68.01





TSPAN4 p.L92V (uc001lsd.1)
LTFFLLLLV
1140
Prostate Cancer
HLA.A02.01






HLA.A02.02






HLA.A02.03






HLA.A02.06






HLA.A68.02






HLA.A69.01






HLA.B15.17





TP53 p.R158L (uc002gim.2)
RVLAMAIYK
1136
Lung Squamous
HLA.A03.01





Cell Carcinoma
HLA.A11.01






HLA.A30.01






HLA.A31.01






HLA.A68.01





NRAS p.G12V (uc009wgu.2)
LVVVGAVGV
1130
Pancreatic Cancer
HLA.A02.03


KRAS p.G12V (uc001rgp.1)



HLA.A02.06






HLA.A68.02






HLA.A69.01





GATA3 p.S408fs (uc00lijz.2)
HMSSLSHISA
1127
Breast Cancer
HLA.A02.01






HLA.A02.03






HLA.A02.06





CTNNB1 p.S37F (uc010hia.1)
YLDSGIHFG
1121
Uterine Corpus
HLA.A02.01





Endometrial
HLA.A02.02





Carcinoma
HLA.A02.06





CTNNB1 p.S37F (uc010hia.1)
YLDSGIHFGA
1120
Uterine Corpus
HLA.A02.01





Endometrial
HLA.A02.03





Carcinoma
HLA.A02.06





CTNNB1 p.537C (uc010hia.1)
YLDSGIHCGA
1111
Uterine Corpus
HLA.A02.01





Endometrial
HLA.A02.03





Carcinoma
HLA.A02.06





SF3B1 p.K700E (uc002uue.2)
GLVDEQQEV
1099
Breast Cancer
HLA.A02.01






HLA.A02.02






HLA.A02.03






HLA.A02.06





KRAS p.012R (uc001rgp.1)
VVVGARGVGK
1082
Pancreatic Cancer
HLA.A11.01


NRAS p.G12R (uc009wgu.2)









EGFR p.L858R (uc003tqk.2)
KITDFGRAK
1054
Lung
HLA.A03.01





Adenocarcinoma
HLA.A11.01






HLA.A30.01





TP53 p.E271K (uc002gim.2)
NLLGRNSFK
1046
Bladder Cancer
HLA.A03.01






HLA.A11.01






HLA.A68.01





TSPAN4 p192V (uc001lsd.1)
FLLLLVVFL
1044
Prostate Cancer
HLA.A02.01






HLA.A02.02






HLA.A02.03






HLA.A02.06





TSPAN4 p.L92V (uc001lsd.1)
LLVVELLEA
1044
Prostate Cancer
HLA.A02.01






HLA.A02.02






HLA.A02.03






HLA.A02.06





TSPAN4 p.L92V (uc001lsd.1)
LLLLVVFLL
1030
Prostate Cancer
HLA.A02.01






HLA.A02.02






HLA.A02.06





TSPAN4 p.L92V (uc001lsd.1)
FLLLLVVFLL
1027
Prostate Cancer
HLA.A02.01






HLA.A02.03






HLA.A02.06





TSPAN4 p.L92V (uc001lsd.1)
LLLVVFLLEA
1027
Prostate Cancer
HLA.A02.01






HLA.A02.03






HLA.A02.06





TSPAN4 p.L92V (uc001lsd.1)
LLTFFLLLLV
1027
Prostate Cancer
HLA.A02.01






HLA.A02.03






HLA.A02.06





ARFGAP3 p.N299fs (uc003bdd.2)
LEIAEVLFHI
1024
Prostate Cancer
HLA.B40.01






HLA.B44.02





FRG1B p.I10T (uc010ztl.1)
TALKSGYGK
1020
Prostate Cancer
HLA.A11.01






HLA.A68.01





RBM14 p.AAAAAAA286del
ATAAAVTAA
1020
Pancreatic Cancer
HLA.A02.02


(uc009yrj.2)



HLA.A02.03






HLA.A02.06






HLA.A68.02






HLA.A69.01


KRAS p.G12S (uc001rgp.1)
VVGASGVG K
1019
Colorectal Cancer
HLA.A03.01


HRAS p.G12S (uc001lpv.2)



HLA.A11.01


NRAS p.G12S (uc009wgu.2)









UBC p.L149R (uc002gyy.3)
STLHLVLRR
1014
Prostate Cancer
HLA.A11.01






HLA.A31.01






HLA.A33.01






HLA.A68.01





PIK3CA p.N345K (uc003fjk.2)
ATYV KV N IR
1007
Breast Cancer
HLA.A11.01






HLA.A31.01






HLA.A33.01






HLA.A68.01





ERBB3 p.V104M (uc001sjh.2)
RMVRETOVY
990
Colorectal Cancer
HLA.A03.01






HLA.A29.02






HLA.A80.01






HLA.B15.01






HLA.B15.03






HLA.B15.17





GATA3 p.H435fs (uc001ijz.2)
AESKIMFAT
984
Breast Cancer
HLA.B40.01






HLA.B40.02






HLA.B45.01





FRG1B p.L52S (uc01ztl.1)
ALSASNSCF
982
Prostate Cancer
HLA.B15.01






HLA.B15.03





TP53 p.E271K (uc002gim.2)
LLGRNSFKV
978
Bladder Cancer
HLA.A02.01






HLA.A02.02






HLA.A02.03






HLA.A02.06





TP53 p.E271K (uc002gim.2)
NLLGRNSFKV
969
Bladder Cancer
HLA.A02.01






HLA.A02.03






HLA.A02.06





FRG1B p.A11T (uc010ztl.1)
TLKSGYGKY
969
Prostate Cancer
HLA.A26.02






HLA.A29.02






HLA.B15.01






HLA.B15.03





NFE2L2 p.E79Q (uc002ulh.3)
QLDEQTGEFL
966
Lung Squamous
HLA.A02.01





Cell Carcinoma
HLA.A02.06





TP53 p.K132N (uc002gim.2)
ALNNMFCQL
955
Bladder Cancer
HLA.A02.01






HLA.A02.02






HLA.A02.03






HLA.A02.06






HLA.B15.01






HLA.B15.03





MAP2K1 p.P124S (uc010bhq.2)
NSSYIVGFY
943
Melanoma
HLA.A01.01






HLA.A26.01






HLA.A26.02






HLA.A29.02






HLA.A68.01






HLA.A80.01






HLA.B15.03






HLA.B15.17





TSPAN9 p.S50L (uc001qlp.2)
ATESPSFPL
937
Melanoma
HLA.A02.01






HLA.A02.02






HLA.A02.03






HLA.A02.06






HLA.A11.01






HLA.A30.01






HLA.A31.01






HLA.A68.02






HLA.A69.01






HLA.B15.03






HLA.B15.17






HLA.B58.01





SF361 p.K700E (uc002uue.2)
QEVRTISAL
936
Breast Cancer
HLA.B15.03






HLA.B39.01






HLA.B40.01






HLA.B40.02






HLA.B44.02






HLA.B44.03





ZNF91 p.R333H (uc002nre.2)
FSHSSTLAK
907
Prostate Cancer
HLA.A03.01






HLA.A11.01






HLA.A30.01






HLA.A68.01





FNBP4 p.TT58del (uc009ylv.2)
APSAATTTA
905
Prostate Cancer
HLA.B07.02





FNBP4 p.TT58del (uc009ylv.2)
APSAATTTVA
905
Prostate Cancer
HLA.B07.02





RAC1 p.P29S (uc003spx.2)
YTTNAFSGEY
901
Melanoma
HLA.A01.01






HLA.A68.01





ACADS p.R330H (uc001tza.3)
LTWHAAMLK
896
Prostate Cancer
HLA.A03.01






HLA.A11.01






HLA.A30.01






HLA.A31.01






HLA.A68.01





TP53 p.C242F (uc002gim.2)
SSFMGGMNR
889
Lung Squamous
HLA.A03.01





Cell Carcinoma
HLA.A11.01






HLA.A31.01






HLA.A33.01






HLA.A68.01





CNPY3 p.17_18LL>L (uc003ota.3)
LLLLPAPEL
878
Prostate Cancer
HLA.A02.01






HLA.A02.02






HLA.A02.06





CNPY3 p.17_18LL>L (uc003ota.3)
LLLLLLLLPA
876
Prostate Cancer
HLA.A02.01






HLA.A02.03






HLA.A02.06





CNPY3 p.17_1811>L (uc003ota.3)
LLLLLLLPA
876
Prostate Cancer
HLA.A02.01






HLA.A02.03






HLA.A02.06





CNPY3 p.17_18LL>L (uc003ota.3)
LLLLLPAPEL
876
Prostate Cancer
HLA.A02.01






HLA.A02.03






HLA.A02.06





ZMIZ2
AAAAAVAAL
855
Pancreatic Cancer
HLA.A02.02


p.VAAAAATATATATAT153del



HLA.A02.03


(uc003tlr.2)



HLA.A02.06






HLA.A68.02






HLA.B07.02






HLA.B15.03






HLA.B15.17


PODXL p.28_30PSP>P
SPSPSQNAT
852
Prostate Cancer
HLA.B07.02


(uc003vqw.3)









PODXL p.2830PSP>P
SPSQNATQTT
852
Prostate Cancer
HLA.B07.02


(uc003vqw.3)









AP3S1 p.K41fs (uc003krl.2)
HLVSEMKMF
849
Pancreatic Cancer
HLA.A26.02






HLA.B15.01






HLA.B15.03





STK19 p.D89N (uc003nyv.2)
NPIFRFSSL
849
Melanoma
HLA.A26.02






HLA.B07.02






HLA.B08.01






HLA.B39.01





NUF2 p.S340L (uc001gcq.1)
NLFKRLMIV
845
Colorectal Cancer
HLA.A02.01






HLA.A02.02






HLA.A02.03






HLA.A02.06






HLA.B08.01





FRG1B p.A53T (uc010ztl.1)
ALLTSNSCF
833
Prostate Cancer
HLA.B15.01






HLA.B15.03





UBC p.L149R (uc002gyy.3)
LVLRRRGGM
829
Prostate Cancer
HLA.B08.01





TP53 p.A159P (uc002gim.2)
RVRPMAIYK
820
Lung
HLA.A03.01





Adenocarcinoma
HLA.A11.01






HLA.A30.01






HLA.A31.01






HLA.A68.01





FRG1B p.K13N (uc010ztl.1)
IALNSGYGK
791
Prostate Cancer
HLA.A03.01






HLA.A11.01






HLA.A30.01






HLA.A31.01






HLA.A68.01





GATA3 p.H435fs (uc001ijz.2)
VPFDLHFCR
791
Breast Cancer
HLA.A33.01






HLA.A68.01





UBC p.L149R (uc002gyy.3)
STI.HLVL.RRR
789
Prostate Cancer
HLA.A11.01






HLA.A33.01






HLA.A68.01





ACADS p.R330H (uc001tza.3)
LLTWHAAML
789
Prostate Cancer
HLA.A02.01






HLA.A02.02






HLA.A02.03






HLA.A02.06





GATA3 p.H435fs (uc001ijz.2)
ATLQRSSLW
782
Breast Cancer
HLA.B15.17






HLA.B57.01






HLA.B58.01





MAP2K1 p.P1245 (uc010bhq.2)
VLHECNSSYI
779
Melanoma
HLA.A02.01






HLA.A02.03






HLA.A02.06





ACADS p.R330H (uc001tza.3)
RLLTVVHAAML
773
Prostate Cancer
HLA.A02.01






HLA.A02.03






HLA.A02.06





RXRA p.S427F (uc004cfb.2)
RLPALRFIGL
771
Bladder Cancer
HLA.A02.01


RXRG p.S428F (uc001gda.2)



HLA.A02.03






HLA.A02.06





ERBB3 p.V104M (uc001sjh.2)
LPLPNLRMV
765
Colorectal Cancer
HLA.B07.02





TSPAN9 p.S50L (uc001qlp.2)
LLSAANLVI
759
Melanoma
HLA.A02.01






HLA.A02.02






HLA.A02.03






HLA.B15.01






HLA.B15.03






HLA.B15.17





CINNB1 p.S33F (uc010hia.1)
YLDI-GIHSGA
755
Uterine Corpus
HLA.A02.01





Endometrial
HLA.A02.03





Carcinoma
HLA.A02.06





CTNNB1 p.S33F (uc010hia.1)
YLDFGIHSG
754
Uterine Corpus
HLA.A02.01





Endornetrial
HLA.A02.02





Carcinoma
HLA.A02.06





PTEN p.R130G (uc001kfb.2)
GTGVMICAY
751
Uterine Corpus
HLA.A29.02





Endometrial
HLA.B15.01





Carcinoma
HLA.B15.17





RXRA p.S427F (uc004cfb.2)
LPALRFIGL
748
Bladder Cancer
HLA.B07.02


RXRG p.S428F (uc001gda.2)



HLA.B08.01





NOTCH2 p.P6fs (uc001eik.2)
WIPALRRSAV
747
Bladder Cancer
HLA.B07.02






HLA.B08.01





JMY p.PPPPPPPPPPPP811del
LPPTPPPLPV
733
Pancreatic Cancer
HLA.B07.02


(uc003kfx.3)









JMY p.PPPPPPPPPPPP811del
SPLPPTPPPL
733
Pancreatic Cancer
HLA.B07.02


(uc003kfx.3)









ACADS p.R330H (uc001tza.3)
LLTWHAAMLK
729
Prostate Cancer
HLA.A03.01






HLA.A11.01






HLA.A68.01





GATA3 p.H435fs (uc001ijz.2)
RSSIMKPKR
703
Breast Cancer
HLA.A30.01






HLA.A31.01





OGEOD1 p.G477fs (uc002ejb.2)
FL.LLTLPKV
702
Pancreatic Cancer
HLA.A02.01






HLA.A02.02






HLA.A02.03






HLA.A02.06





HERC2P3 p.A803V (uc001ytg.2)
RVRDIVI KO. M
699
Pancreatic Cancer
HLA.A30.01






HLA.B07.02






HLA.B15.17





C1QB
ESGDYKATQK
697
Pancreatic Cancer
HLA.A68.01


p.GPKGPMGPKGGPGAPGAP9Odel






(uc001bgd.2)









SLC38A10 p.1071_1072II>I
GLNPLPDVQV
689
Pancreatic Cancer
HLA.A02.01


(uc002jzz.1)



HLA.A02.03





UBB p.I188fs (uc002gpx.2)
IPPTSRGSSL
686
Prostate Cancer
HLA. B07.02


UBC p.I191T (uc002gyy.3)









UBB p.I188fs (uc002gpx.2)
PPTSRGSSL
686
Prostate Cancer
HLA. B07.02


UBC p.I191T (uc002gyy.3)









CTNNB1 p.D32N (uc010hia.1)
YLNSG1HSGA
672
Uterine Corpus
HLA.A02.01





Endornetrial
HLA.A02.03





Carcinoma
HLA.A02.06





FRG1B p.K13N (uc010ztl.1)
ALNSGYGKYL
670
Prostate Cancer
HLA.A02.01






HLA.A02.03





NBPF14 p.R25C (uc001eqf.2)
KLCPQLAENK
667
Pancreatic Cancer
HLA.A03.01






HLA.A11.01





IARS2 p.R832C (uc001hmc.2)
VIVCSFAPI
662
Melanoma
HLA.A02.01






HLA.A02.02






HLA.A02.03






HLA.A02.06






HLA.A68.02






HLA.A69.01






HLA.B15.03





P1K3CA p.H1047R (uc003fjk.2)
KONINDARHG
661
Breast Cancer
HLA.B15.03





CTNNB1 p.D32N (uc010hia.1)
YLNSGIHSG
658
Uterine Corpus
HLA.A027.01





Endometrial
HLA.A02.02





Carcinoma
HLA.A02.03





SIK3 p.950_951QQ>Q (uc001ppy.2)
QEYQELFRHM
653
Pancreatic Cancer
HLA.B40.01






HLA.B44.02





IARS2 p.R832C (uc001hmc.2)
ILDVIVCSFA
651
Melanoma
HLA.A02.01






HLA.A02.03






HLA.A02.06





AP3S1 p.K41fs (uc003krl.2)
RETFHLVSEM
650
Pancreatic Cancer
HLA.B40.01





PPP2R1A p.P179R (uc002pyp.2)
RMVRRAAASK
649
Uterine Corpus
HLA.A03.01





Endometrial






Carcinoma
HLA.A11.01





ZMIZ2
AAAAAAVAAL
641
Pancreatic Cancer
HLA.B07.02


p.VAAAAATATATATAT153del






(uc003tlr.2)









HSD17B7P2 p.N175S (uc010qex.1)
SARKSNFSL
637
Prostate Cancer
HLA.A30.01






HLA.B07.02






HLA.B08.01






HLA.B15.17





ARL16 p.G6R (uc002kbf.2)
RVAGRRALSR
632
Melanoma
HLA.A03.01






HLA.A11.01






HLA.A33.01






HLA.A68.01





GATA3 p.S408fs (uc001ijz.2)
TIPPLOHGHR
623
Breast Cancer
HLA.A33.01






HLA.A68.01





AP3S1 p.K4ifs (uc003krl.2)
FHLVSEMKM
619
Pancreatic Cancer
HLA.B38.01






HLA.B39.01





PLEKHA6 p.V328fs (uc001hau.2)
SIMIVISWMPPL
613
Colorectal Cancer
HLA.A02.01






HLA.A02.03






HLA.A02.06






HLA.A68.02






HLA.B07.02





LZTS1
KLEGLELEV
609
Pancreatic Cancer
HLA.A02.01


p.RTQDLEGALRTKGLEL432del



HLA.A02.02


(uc003wzr.2)



HLA.A02.03






HLA.A02.06





HSD17B7P2 p.N175S (uc010qex.1)
WTSSRSARK
607
Prostate Cancer
HLA.A03.01






HLA.A11.01






HLA.A30.01






HLA.A68.01





RBM14 p.AAAAAAA286del
GAAATAAAV
606
Pancreatic Cancer
HLA.A02.03


(uc009yrj.2)



HLA.A68.02





TP53 p.R249M (uc002gim.2)
MPILTIITL
606
Lung
HLA.A69.01





Adenocarcinorna
HLA.B07.02






HLA.B08.01






HLA.B15.03






HLA.B39.01






HLA.B53.01





IRF2BPL p.114_115QQ>Q
QLNHVDGSSK
605
Prostate Cancer
HLA.A03.01


(uc001xsy.2)



HLA.A11.01





POLI p.D17del (uc002lfj.3)
EEDAEAWAM
599
Prostate Cancer
HLA.B40.01






HLA.B44.02






HLA.B44.03





ZNF780A p.Q600H (uc010xvh.1)
HMHURHO,K
594
Prostate Cancer
HLA.A03.01






HLA.A11.01






HLA.A30.01






HLA.A31.01






HLA.A33.01






HLA.A58.01





FRG1B p.I10T (uc010ztI.1)
LSDSRTALK
589
Prostate Cancer
HLA.A11.01





PARG p.A584T (uc001jih.2)
EETEAQHLY
585
Prostate Cancer
HLA.B44.02






HLA.B44.03





GATA3 p.S408fs (uc001ijz.2)
SSLSHISAL
573
Breast Cancer
HLA.A02.06






HLA.B08.01






HLA.B15.03






HLA.B15.17






HLA.B39.01





EGFR p.L858R (uc003tkq.2)
FGRAKLLGA
564
Lung
HLA.B08.01





Adenocarcinorna






TP53 p.R249M (uc002gim.2)
RMPILTIITL
563
Lung
HLA.A02.01





Adenocarcinorna
HLA.A02.03






HLA.A02.06





PARG p.A584T (uc001jih.2)
TEAQHLYQSI
557
Prostate Cancer
HLA.B40.01






HLA.B44.02





CDC27 p.D555E (uc002ile.3)
EVALSVLSK
557
Colorectal Cancer
HLA.A11.01






HLA.A68.01





GATA3 p.H435fs (uc001ijz.2)
MFLKAESKI
554
Breast Cancer
HLA.A23.01





FRG1B p.K13N (uc010ztl.1)
RIALNSGYGK
546
Prostate Cancer
HLA.A03.01






HLA.A11.01





CTNNB1 p.G34R (uc010hia.1)
YLDSRIHSGA
530
Uterine Corpus
HLA.A02.01





Endornetrial
HLA.A02.03





Carcinoma
HLA.A02.06





FRG1B p.L525 (uc010zt1.1)
LSASNSCH
528
Prostate Cancer
HLA.A68.02






HLA.B15.17






HLA.B58.01





AXIN2 p.W663fs (uc002jfi,2)
TPAPPPVPT
520
Colorectal Cancer
HLA.B07.02





AXIN2 p.W663fs (uc002jfi.2)
VPTCSPRTL
520
Colorectal Cancer
HLA.B07.02





FCGBP p.A2493V (uc002omp.3)
RPGLHRFVV
504
Pancreatic Cancer
HLA.B07.02






HLA.B08.01









Example 6

Therapeutic Targeting of Recurrent Mutations Expressed in Genes Containing Extracellular Domains.


Tumor-specific mutations present in greater than 1% of a population of cancer patients may be targeted with a drug or therapy that recognizes the tumor-specific neoepitope resulting from the mutation. The mutation is preferably within an extracellular domain. The drug or therapy is an antibody, antibody fragment, antibody drug conjugate, aptamer, CAR, or T cell receptor. The antibody or fragment thereof may be humanized, fully humanized, or chimeric. The antibody fragment may be a nanobody, Fab, Fab′, (Fab′)2, Fv, ScFv, diabody, triabody, tetrabody, Bis-scFv, minibody, Fab2, or Fab3 fragment.


A recurrent mutation that may be targeted is FGFR3:p.S249C. Fibroblast growth factor receptor 3 (FGFR3) is a protein that in humans is encoded by the FGFR3 gene. FGFR3 has also been designated as CD333 (cluster of differentiation 333). The full-length protein includes an extracellular region, composed of three immunoglobulin-like domains, a single hydrophobic membrane-spanning segment and a cytoplasmic tyrosine kinase domain. The mutation occurs in the extracellular domain of the protein. The mutation is present in 6.92% of bladder cancer (BLCA) patients analyzed and 1.12% of lung squamous cell carcinoma (LUSC) patients analyzed.


Another recurrent mutation that may be targeted is ERBB3:p.V104M. Receptor tyrosine-protein kinase erbB-3, also known as HER3 (human epidermal growth factor receptor 3), is a membrane bound protein that in humans is encoded by the ERBB3 gene. ErbB3 is a member of the epidermal growth factor receptor (EGFR/ERBB) family of receptor tyrosine kinases. The mutation is present in 1.72% of colorectal cancer (CRC), 2.86% of colon adenocarcinoma (COAD), 2.42% of stomach adenocarcinoma (STAD), and 2.06% of cervical squamous cell carcinoma and endocervical adenocarcinoma (CESC) patients analyzed.


Another recurrent mutation that may be targeted is EGFR:p.L858R. The epidermal growth factor receptor (EGFR; ErbB-1; HER1 in humans) is the cell-surface receptor for members of the epidermal growth factor family (EGF-family) of extracellular protein ligands. The mutation is present in 3.24% of lung adenocarcinoma (LUAD) patients analyzed.


Another recurrent mutation that may be targeted is MUC4:p.H4205Q, Mucin 4 (MUC 4) is a mucin protein that in humans is encoded by the MUC4 gene. This gene encodes an integral membrane glycoprotein found on the cell surface, although secreted isoforms may exist. The mutation is present in 2.3% of prostate adenocarcinoma (PRAD), 2.31% of bladder urothelial carcinoma (BLCA), and 7.14% of uterine carcinosarcoma (UCS) patients analyzed.


Another recurrent mutation that may be targeted is PDGFRA:p.R483fs. Platelet-derived growth factor receptor, alpha polypeptide is a protein that in humans is encoded by the PDGFRA gene. This gene encodes a cell surface tyrosine kinase receptor for members of the platelet-derived growth factor family. The mutation is present in 1.92% of prostate adenocarcinoma (PRAD) patients analyzed.


Another recurrent mutation that may be targeted is TMEM52 23_26LLPL>L. Transmembrane protein 52 is encoded by the TMEM52 gene. The mutation is present in 1.53% of prostate adenocarcinoma (PRAD) patients analyzed.


Another recurrent mutation that may be targeted is PODXL 28_30PSP>P. Podocalyxin-like protein 1 is a protein that in humans is encoded by the PODXL gene. The mutation is present in 1.53% of prostate adenocarcinoma (PRAD), 15.56% of adrenocortical carcinoma (ACC), and 3.57% of uterine carcinosarcoma (UCS) patients analyzed.


Having thus described in detail preferred embodiments of the present invention, it is to be understood that the invention defined by the above paragraphs is not to be limited to particular details set forth in the above description as many apparent variations thereof are possible without departing from the spirit or scope of the present invention.

Claims
  • 1. A method of treating cancer in a subject in need thereof comprising administering to the subject a pharmaceutical composition comprising: (i) a polypeptide comprising at least one amino acid sequence comprising at least 8 contiguous amino acids of: PPLQHGHRHGLEPCSMLTGPPARVPAVPFDLHFCRSSIMKPKRDGYMFLKAES KIMFATLQRSSLWCLCSNH (residues 26-97 of SEQ ID NO: 1297); or(ii) a nucleic acid encoding the polypeptide; and a pharmaceutically acceptable carrier.
  • 2. The method of claim 1, wherein the at least 8 contiguous amino acids binds to an HLA protein in the subject.
  • 3. The method of claim 1, wherein the polypeptide comprises at least two distinct amino acid sequences.
  • 4. The method of claim 3, wherein the polypeptide comprises at most 20 distinct amino acid sequences.
  • 5. The method of claim 1, wherein the polypeptide is from 8 to 50 amino acids in length.
  • 6. The method of claim 1, wherein the at least 8 contiguous amino acids binds to a protein expressed by an HLA-A, HLA-B or HLA-C allele of the subject with a KD of less than 500 nM.
  • 7. The method of claim 1, wherein the pharmaceutical composition is an immunogenic composition or a vaccine composition.
  • 8. The method of claim 7, wherein the pharmaceutical composition further comprises an immunomodulator or adjuvant.
  • 9. The method of claim 8, wherein the immunomodulator or adjuvant is poly(I:C).
  • 10. The method of claim 1, further comprising administering an additional cancer therapy to the subject.
  • 11. The method of claim 10, wherein the additional therapy is a checkpoint inhibitor; or wherein the additional therapy is surgery, chemotherapy, a targeted therapy, or a combination thereof.
  • 12. The method of claim 1, wherein the cancer is breast cancer.
  • 13. The method of claim 1, wherein the subject has a GATA3 frameshift mutation.
  • 14. The method of claim 13, wherein the GATA3 frameshift mutation is a GATA3:p.H434 frameshift mutation.
  • 15. The method of claim 12, wherein the breast cancer is non-metastatic breast cancer.
  • 16. The method of claim 12, wherein the breast cancer is metastatic breast cancer.
  • 17. The method of claim 12, wherein the breast cancer is HER-2-positive breast cancer.
  • 18. The method of claim 12, wherein the breast cancer is a stage I breast cancer, stage II breast cancer, stage IIA breast cancer or operable stage IIC breast cancer.
  • 19. The method of claim 1, wherein the polypeptide comprises an amino acid sequence ESKIMFATL (SEQ ID NOs: 13457, 13526, 13595, 13661, 13717, 13772, 33585).
  • 20. The method of claim 1, wherein the polypeptide comprises an amino acid sequence FATLQRSSL (SEQ ID NOs: 13454, 13523, 13592, 13658, 13714, 13769, 33527).
  • 21. The method of claim 1, wherein the polypeptide comprises an amino acid sequence FLKAESKIM (SEQ ID NOs: 13438, 13507, 13576, 13643, 13700, 13754, 33542).
  • 22. The method of claim 1, wherein the polypeptide comprises an amino acid sequence FLKAESKIMF (SEQ ID NOs: 13488, 13559, 13628, 13687, 13741, 13796).
  • 23. The method of claim 1, wherein the polypeptide comprises an amino acid sequence GPPARVPAV (SEQ ID NOs: 13452, 13521, 13590, 13656, 13712, 13767, 33554).
  • 24. The method of claim 1, wherein the polypeptide comprises an amino acid sequence IMKPKRDGYM (SEQ ID NOs: 13477, 13548, 13617, 13679, 13734, 13789).
  • 25. The method of claim 1, wherein the polypeptide comprises an amino acid sequence KIMFATLQR (SEQ ID NOs: 13441, 13510, 13579, 13646, 13703, 13757, 33513).
  • 26. The method of claim 1, wherein the polypeptide comprises an amino acid sequence KPKRDGYMF (SEQ ID NOs: 13453, 13522, 13591, 13657, 13713, 13768, 33555).
  • 27. The method of claim 1, wherein the polypeptide comprises an amino acid sequence KPKRDGYMFL (SEQ ID NOs: 13485, 13556, 13625, 13684, 13738, 13793, 33556).
  • 28. The method of claim 1, wherein the polypeptide comprises an amino acid sequence LHFCRSSIM (SEQ ID NOs: 13456, 13525, 13594, 13660, 13716, 13771).
  • 29. The method of claim 1, wherein the polypeptide comprises an amino acid sequence MFATLQRSSL (SEQ ID NOs: 13487, 13558, 13627, 13686, 13740, 13795).
  • 30. The method of claim 1, wherein the polypeptide comprises an amino acid sequence MFLKAESKI (SEQ ID NOs: 13444, 13513, 13582, 13649, 13706, 13760, 33726).
  • 31. The method of claim 1, wherein the polypeptide comprises an amino acid sequence MLTGPPARV (SEQ ID NOs: 13437, 13506, 13575, 13642, 13699, 13753, 33517).
  • 32. The method of claim 1, wherein the polypeptide comprises an amino acid sequence SMLTGPPARV (SEQ ID NOs: 13471, 13541, 13610, 13672, 13728, 13783, 33521).
  • 33. The method of claim 1, wherein the polypeptide comprises an amino acid sequence TLQRSSLWCL (SEQ ID NOs: 13473, 13543, 13612, 13674, 13730, 13785, 33523).
  • 34. The method of claim 1, wherein the polypeptide comprises an amino acid sequence YMFLKAESK (SEQ ID NOs: 13440, 13509, 13578, 13645, 13702, 13756, 33520).
  • 35. The method of claim 1, wherein the polypeptide comprises an amino acid sequence YMFLKAESKI (SEQ ID NOs: 13472, 13542, 13611, 13673, 13729, 13784, 33522).
RELATED APPLICATIONS AND INCORPORATION BY REFERENCE

This application is a § 371 of international patent application Serial No. PCT/US2016/033452 filed May 20, 2016, which published as PCT Publication No. WO 2016/187508 on Nov. 24, 2016, which claims priority and benefit of U.S. Provisional application Ser. No. 62/179,877 filed May 20, 2015 and U.S. Provisional application Ser. No. 62/389,377 filed Feb. 23, 2016. The foregoing applications, and all documents cited therein or during their prosecution (“appln cited documents”) and all documents cited or referenced in the appln cited documents, and all documents cited or referenced herein (“herein cited documents”), and all documents cited or referenced in herein cited documents, together with any manufacturer's instructions, descriptions, product specifications, and product sheets for any products mentioned herein or in any document incorporated by reference herein, are hereby incorporated herein by reference, and may be employed in the practice of the invention. More specifically, all referenced documents are incorporated by reference to the same extent as if each individual document was specifically and individually indicated to be incorporated by reference.

PCT Information
Filing Document Filing Date Country Kind
PCT/US2016/033452 5/20/2016 WO 00
Publishing Document Publishing Date Country Kind
WO2016/187508 11/24/2016 WO A
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Related Publications (1)
Number Date Country
20180153975 A1 Jun 2018 US
Provisional Applications (2)
Number Date Country
62179877 May 2015 US
62389377 Feb 2016 US