BIOMARKERS FOR SENSITIVITY TO ANTI-IGF1R THERAPY

Information

  • Patent Application
  • 20110091524
  • Publication Number
    20110091524
  • Date Filed
    December 17, 2008
    16 years ago
  • Date Published
    April 21, 2011
    13 years ago
Abstract
The present invention provides, for example, methods for conveniently determining if a cancerous condition in a subject will be responsive to an IGF1R inhibitor. The invention includes patient selection methods and methods of treatment.
Description
FIELD OF THE INVENTION

The present invention relates, in general, to methods for determining if a malignant or neoplastic cell in a subject or any medical condition in a subject mediated by IGF1R is sensitive to an IGF1R inhibitor.


BACKGROUND OF THE INVENTION

The insulin-like growth factors, also known as somatomedins, include insulin-like growth factor-I (IGF-I) and insulin-like growth factor-II (IGF-II) (Klapper, et al., (1983) Endocrinol. 112:2215 and Rinderknecht, et al., (1978) Febs. Lett. 89:283). These growth factors exert mitogenic activity on various cell types, including tumor cells (Macaulay, (1992) Br. J. Cancer 65:311), by binding to a common receptor named the insulin-like growth factor receptor-1 (IGF1R) (Sepp-Lorenzino, (1998) Breast Cancer Research and Treatment 47:235). There are several available anti-cancer therapies which target IGF1R; however, due to factors including, e.g., individual genetic variability which can render a particular patient non-responsive to a given therapy some patients are not fully responsive to the therapy. The use of biomarkers for responsiveness to a given therapy is, thus, a useful tool for quickly and conveniently determining the responsiveness of a patient before a course of treatment is initiated. Biomarkers include, for example, the expression of a given gene or post-translational modification of a protein (e.g., phosphorylation) in a patient (e.g., in the cells of a cancer patient's tumor), e.g., at a level greater or less than that of a known responder or known non-responder.


Often, early, successful treatment of a given cancer is critical to the patient's clinical outcome. The use of biomarkers can aid in this process by quickly helping to identify treatments likely to be effective in a given patient and/or helping to eliminate treatments likely to be ineffective in a given patient.


Another benefit of the use of biomarkers relates to patient compliance. Patients assured that a given IGF1R inhibitor therapy will likely be effective against their specific tumor will exhibit an enhanced likelihood of continuing with the prescribed IGF1R inhibitor-based regimen over time.


SUMMARY OF THE INVENTION

The present invention provides a method for evaluating sensitivity of malignant or neoplastic cells (e.g., from an in vitro or in vivo source) to an IGF1R inhibitor (e.g., with about 70% certainty, e.g., about 72.5% or 75.7%) comprising determining if said cells exhibit high expression of one or more genes set forth in table 1 or low expression of one or more genes set forth in table 3 relative to that of a cell resistant to said inhibitor; wherein said cells are determined to be sensitive if said high expression or said low expression is observed. In an embodiment of the invention, the method comprises (a) obtaining a sample of one or more malignant or neoplastic cells from the body of a subject; (b) evaluating expression of one or more genes set forth in table 1 (e.g., ELLS1 and/or AUTS2 and/or TCF4 and/or TLE; e.g., all 4, 3, 2 or 1 in any combination whatsoever) or table 3 in the malignant or neoplastic cells; and (c) comparing said expression level to that of cells resistant to said IGF1R inhibitor; wherein the cells are determined to be sensitive to the inhibitor if expression of one or more genes in table 1 is higher than that of a cell resistant to said inhibitor or if expression of one or more genes in table 3 is lower than that of a cell resistant to said inhibitor. In an embodiment of the invention, the method further comprising administering a therapeutically effective dose of said inhibitor, optionally in association with a further therapeutic agent, to the body of a subject comprising said malignant or neoplastic cells if the cells are determined to be sensitive.


The present invention also provides a method for selecting a subject with malignant or neoplastic cells for treatment with an IGF1R inhibitor comprising evaluating sensitivity of the malignant or neoplastic cells to said inhibitor by the method for evaluating sensitivity discussed above; wherein said subject is selected if said cells are determined to be sensitive.


The present invention further provides a method for treating a tumor or cancerous condition with an IGF1R inhibitor comprising evaluating sensitivity of malignant or neoplastic cells, which are in said tumor or which mediate said cancerous condition, to said inhibitor by the method for evaluating sensitivity discussed above and, if said cells are determined to be sensitive, continuing or commencing treatment by administering, to the subject, a therapeutically effective dose of the inhibitor.


The present invention also provides a method for selecting a therapy for a subject with one or more malignant or neoplastic cells comprising evaluating sensitivity of the cells to an IGF1R inhibitor by the method for evaluating sensitivity discussed above; wherein said inhibitor is selected as the therapy if said cells are determined to be sensitive to the inhibitor.


The present invention further provides a method of advertising an IGF1R inhibitor or a pharmaceutically acceptable composition thereof or a therapeutic regimen comprising administration of said inhibitor or composition comprising promoting, to a target audience, the use of the inhibitor or composition for treating a patient or patient population whose tumors or cancerous conditions are mediated by malignant or neoplastic cells that exhibit increased expression of one or more genes set forth in table 1 (e.g., ELLS1 and/or AUTS2 and/or TCF4 and/or TLE; e.g., all 4, 3, 2 or 1 in any combination whatsoever), relative to cells resistant to said inhibitor; or that exhibit decreased expression of one or more genes set forth in table 1, relative to cells resistant to said inhibitor.


The scope of the present invention further includes an article of manufacture comprising, packaged together, an IGF1R inhibitor or a pharmaceutical composition thereof comprising a pharmaceutically acceptable carrier; and a label stating that the agent or pharmaceutical composition is indicated for treating patients having a tumor comprising malignant or neoplastic cells or a cancerous condition mediated by malignant or neoplastic cells that exhibit increased expression of one or more genes set forth in table 1 (e.g., ELLS1 and/or AUTS2 and/or TCF4 and/or TLE; e.g., all 4, 3, 2 or 1 in any combination whatsoever), relative to cells resistant to said inhibitor; or that exhibit decreased expression of one or more genes set forth in table 3, relative to cells resistant to said inhibitor.


Also provided by the present invention is a method for manufacturing an IGF1R inhibitor or a pharmaceutical composition thereof comprising a pharmaceutically acceptable carrier said method comprising combining, in a package, the inhibitor or composition; and a label conveying that the inhibitor or composition is indicated for treating patients having a tumor comprising malignant or neoplastic cells or a cancerous condition mediated by malignant or neoplastic cells that exhibit increased expression of one or more genes set forth in table 1 (e.g., ELLS1 and/or AUTS2 and/or TCF4 and/or TLE; e.g., all 4, 3, 2 or 1 in any combination whatsoever), relative to cells resistant to said inhibitor; or that exhibit decreased expression of one or more genes set forth in table 3, relative to cells resistant to said inhibitor.


In an embodiment of any of the inventions discussed herein an IGF1R inhibitor is administered in association with a further chemotherapeutic agent. For example, a further therapeutic agent is, in an embodiment of the invention, any member selected from the group consisting of everolimus, trabectedin, abraxane, TLK 286, AV-299, DN-101, pazopanib, GSK690693, RTA 744, ON 0910.Na, AZD 6244 (ARRY-142886), AMN-107, TKI-258, GSK461364, AZD 1152, enzastaurin, vandetanib, ARQ-197, MK-0457, MLN8054, PHA-739358, R-763, AT-9263, a FLT-3 inhibitor, a VEGFR inhibitor, an EGFR TK inhibitor, an aurora kinase inhibitor, a PIK-1 modulator, a Bcl-2 inhibitor, an HDAC inhibitor, a c-MET inhibitor, a PARP inhibitor, a Cdk inhibitor, an EGFR TK inhibitor, an IGFR-TK inhibitor, an anti-HGF antibody, a PI3 kinase inhibitors, an AKT inhibitor, a JAK/STAT inhibitor, a checkpoint-1 or 2 inhibitor, a focal adhesion kinase inhibitor, a Map kinase kinase (mek) inhibitor, a VEGF trap antibody, pemetrexed, erlotinib, dasatanib, nilotinib, decatanib, panitumumab, amrubicin, oregovomab, Lep-etu, nolatrexed, azd2171, batabulin, ofatumumab, zanolimumab, edotecarin, tetrandrine, rubitecan, tesmilifene, oblimersen, ticilimumab, ipilimumab, gossypol, Bio 111, 131-I-TM-601, ALT-110, BIO 140, CC 8490, cilengitide, gimatecan, IL13-PE38QQR, INO 1001, IPdR, KRX-0402, lucanthone, LY 317615, neuradiab, vitespan, Rta 744, Sdx 102, talampanel, atrasentan, Xr 311, romidepsin, ADS-100380,




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CG-781, CG-1521,



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SB-556629, chlamydocin, JNJ-16241199,




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vorinostat, etoposide, gemcitabine, doxorubicin, liposomal doxorubicin, 5′-deoxy-5-fluorouridine, vincristine, temozolomide, ZK-304709, seliciclib; PD0325901, AZD-6244, capecitabine, L-Glutamic acid, N-[4-[2-(2-amino-4,7-dihydro-4-oxo-1H-pyrrolo[2,3-d]pyrimidin-5-yl)ethyl]benzoyl]-, disodium salt, heptahydrate, camptothecin, irinotecan; a combination of irinotecan, 5-fluorouracil and leucovorin; PEG-labeled irinotecan, FOLFOX regimen, tamoxifen, toremifene citrate, anastrazole, exemestane, letrozole, DES (diethylstilbestrol), estradiol, estrogen, conjugated estrogen, bevacizumab, IMC-1C11, CHIR-258,




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3-[5-(methylsulfonylpiperadinemethyl)-indolyl]-quinolone, vatalanib, AG-013736, AVE-0005, the acetate salt of [D-Ser(But) 6, Azgly 10] (pyro-Glu-His-Trp-Ser-Tyr-D-Ser(But)-Leu-Arg-Pro-Azgly-NH2 acetate [C59H84N18O14.(C2H4O2)x where x=1 to 2.4], goserelin acetate, leuprolide acetate, triptorelin pamoate, sunitinib, sunitinib malate, medroxyprogesterone acetate, hydroxyprogesterone caproate, megestrol acetate, raloxifene, bicalutamide, flutamide, nilutamide, megestrol acetate, CP-724714; TAK-165, HKI-272, erlotinib, lapatanib, canertinib, ABX-EGF antibody, erbitux, EKB-569, PKI-166, GW-572016, lonafarnib,




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BMS-214662, tipifarnib; amifostine, NVP-LAQ824, suberoyl analide hydroxamic acid, valproic acid, trichostatin A, FK-228, SU11248, sorafenib, KRN951, aminoglutethimide, amsacrine, anagrelide, L-asparaginase, Bacillus Calmette-Guerin (BCG) vaccine, bleomycin, buserelin, busulfan, carboplatin, carmustine, chlorambucil, cisplatin, cladribine, clodronate, cyclophosphamide, cyproterone, cytarabine, dacarbazine, dactinomycin, daunorubicin, diethylstilbestrol, epirubicin, fludarabine, fludrocortisone, fluoxymesterone, flutamide, hydroxyurea, idarubicin, ifosfamide, imatinib, leucovorin, leuprolide, levamisole, lomustine, mechlorethamine, melphalan, 6-mercaptopurine, mesna, methotrexate, mitomycin, mitotane, mitoxantrone, nilutamide, octreotide, oxaliplatin, pamidronate, pentostatin, plicamycin, porfimer, procarbazine, raltitrexed, rituximab, streptozocin, teniposide, testosterone, thalidomide, thioguanine, thiotepa, tretinoin, vindesine, 13-cis-retinoic acid, phenylalanine mustard, uracil mustard, estramustine, altretamine, floxuridine, 5-deooxyuridine, cytosine arabinoside, 6-mercaptopurine, deoxycoformycin, calcitriol, valrubicin, mithramycin, vinblastine, vinorelbine, topotecan, razoxin, marimastat, COL-3, neovastat, BMS-275291, squalamine, endostatin, SU5416, SU6668, EMD121974, interleukin-12, IM862, angiostatin, vitaxin, droloxifene, idoxyfene, spironolactone, finasteride, cimitidine, trastuzumab, denileukin diftitox, gefitinib, bortezimib, paclitaxel, cremophor-free paclitaxel, docetaxel, epithilone B, BMS-247550, BMS-310705, droloxifene, 4-hydroxytamoxifen, pipendoxifene, ERA-923, arzoxifene, fulvestrant, acolbifene, lasofoxifene, idoxifene, TSE-424, HMR-3339, ZK186619, topotecan, PTK787/ZK 222584, VX-745, PD 184352, rapamycin, 40-O-(2-hydroxyethyl)-rapamycin, temsirolimus, AP-23573, RAD001, ABT-578, BC-210, LY294002, LY292223, LY292696, LY293684, LY293646, wortmannin, ZM336372, L-779,450, PEG-filgrastim, darbepoetin, 5-fluorouracil, erythropoietin, granulocyte colony-stimulating factor, zolendronate, prednisone, cetuximab, granulocyte macrophage colony-stimulating factor, histrelin, pegylated interferon alfa-2a, interferon alfa-2a, pegylated interferon alfa-2b, interferon alfa-2b, azacitidine, PEG-L-asparaginase, lenalidomide, gemtuzumab, hydrocortisone, interleukin-11, dexrazoxane, alemtuzumab, all-transretinoic acid, ketoconazole, interleukin-2, megestrol, immune globulin, nitrogen mustard, methylprednisolone, ibritgumomab tiuxetan, androgens, decitabine, hexamethylmelamine, bexarotene, tositumomab, arsenic trioxide, cortisone, editronate, mitotane, cyclosporine, liposomal daunorubicin, Edwina-asparaginase, strontium 89, casopitant, netupitant, an NK-1 receptor antagonists, palonosetron, aprepitant, diphenhydramine, hydroxyzine, metoclopramide, lorazepam, alprazolam, haloperidol, droperidol, dronabinol, dexamethasone, methylprednisolone, prochlorperazine, granisetron, ondansetron, dolasetron, tropisetron, pegfilgrastim, erythropoietin, epoetin alfa and darbepoetin alfa.


Also, in an embodiment of any of the inventions set forth herein, an IGF1R inhibitor is any member selected from the group consisting of any antibody or antigen-binding fragment thereof which binds specifically to IGF1R,




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For example, such an antibody or fragment can, in an embodiment of the invention, comprise one or more complementarity determining regions (CDRs) selected from the group consisting of:


RASQSIGSSLH (SEQ ID NO: 99),
YASQSLS (SEQ ID NO: 100),
HQSSRLPHT (SEQ ID NO: 101),

e.g., a light chain immunoglobulin comprising CDRs comprising the amino acid sequences of SEQ ID NOs: 99-101;


SFAMH (SEQ ID NO:102),
GFTFSSFAMH (SEQ ID NO: 107),
VIDTRGATYYADSVKG (SEQ ID NO: 103), and

LGNFYYGMDV (SEQ ID NO: 104); e.g., a heavy chain immunoglobulin comprising a CDR comprising the amino acid sequence of SEQ ID NO: 102 or 107, a CDR comprising the amino acid sequence of SEQ ID NO: 103 and a CDR comprising the amino acid sequence of SEQ ID NO: 104;


or a mature fragment of a light chain immunoglobulin which comprises the amino acid sequence of SEQ ID NO: 2, 4, 6 or 8; and/or a mature fragment of a heavy chain immunoglobulin which comprises the amino acid sequence of SEQ ID NO: 10 or 12.


Embodiments of the present invention includes those wherein the malignant or neoplastic cells are in a tumor or mediate a cancerous condition which tumor or condition is selected from the group consisting of osteosarcoma, rhabdomyosarcoma, neuroblastoma, any pediatric cancer, kidney cancer, leukemia, renal transitional cell cancer, Werner-Morrison syndrome, bladder cancer, Wilm's cancer, ovarian cancer, pancreatic cancer, breast cancer, prostate cancer, benign prostatic hyperplasia, bone cancer, lung cancer, gastric cancer, colorectal cancer, cervical cancer, synovial sarcoma, diarrhea associated with metastatic carcinoid, vasoactive intestinal peptide secreting tumors, tumor angiogenesis, head and neck cancer, squamous cell carcinoma, multiple myeloma, solitary plasmacytoma, renal cell cancer, retinoblastoma, germ cell tumors, hepatoblastoma, hepatocellular carcinoma, melanoma, rhabdoid tumor of the kidney, Ewing Sarcoma, chondrosarcoma, haemotological malignancy, chronic lymphoblastic leukemia, chronic myelomonocytic leukemia, acute lymphoblastic leukemia, acute lymphocytic leukemia, acute myelogenous leukemia, acute myeloblastic leukemia, chronic myeloblastic leukemia, Hodgekin's disease, non-Hodgekin's lymphoma, chronic lymphocytic leukemia, chronic myelogenous leukemia, myelodysplastic syndrome, hairy cell leukemia, mast cell leukemia, mast cell neoplasm, follicular lymphoma, diffuse large cell lymphoma, mantle cell lymphoma, Burkitt Lymphoma, mycosis fungoides, seary syndrome, cutaneous T-cell lymphoma, chronic myeloproliferative disorders, a central nervous system tumor, brain cancer, glioblastoma, non-glioblastoma brain cancer, meningioma, pituitary adenoma, vestibular schwannoma, a primitive neuroectodermal tumor, medulloblastoma, astrocytoma, anaplastic astrocytoma, oligodendroglioma, ependymoma, choroid plexus papilloma, a myeloproliferative disorder, polycythemia vera, thrombocythemia, idiopathic myelfibrosis, soft tissue sarcoma, thyroid cancer, endometrial cancer, carcinoid cancer, germ cell tumors and liver cancer.


Embodiments of the present invention also includes those wherein expression of one or more of said genes is identified by Northern blot analysis.







DETAILED DESCRIPTION OF THE INVENTION

The present invention relates e.g., to methods for selecting patients for treatment with an IGF1R inhibitor. Such patients comprise one or more malignant or neoplastic cells and, in an embodiment of the invention, suffer from a disease or medical condition which is mediated by such a malignant or neoplastic cell. Malignant or neoplastic cells include, for example, cancerous cells. Malignant cells include, for example, cells exhibiting anaplasia, metastasis, invasiveness, tendency to form a tumor and/or a tendency to lead to death (e.g., due to cancer caused by a tumor including such malignant cells). Neoplastic cells include, for example, cells which abnormally divide at a supra-normal level (e.g., high numbers of lifetime divisions or division at a high rate) and/or to exhibit low mortality or immortality. In an embodiment of the invention, said malignant and/or neoplastic properties are mediated by IGF1R activity or expression in the cell.


The term “subject” or “patient” includes any animal including, e.g., a mammal such as a human.


The term IGF1R inhibitor resistant cell or the like includes any cell that is resistant to an IGF1R inhibitor, e.g., with respect to its growth and/or proliferation and/or survival. For example, in an embodiment of the invention, an IGF1R inhibitor sensitive cell or cell line exhibits 50% or more tumor growth inhibition (e.g., reduction in tumor volume and/or tumor mass) in a mouse xenograft system (wherein the tested cells form the tumor) wherein, when the inhibitor is an anti-IGF1R antibody or antigen-binding fragment thereof, the mouse is administered 0.5 mg of antibody or fragment twice a week for about 3 weeks. In an embodiment of the invention, the cell is resistant if less than 50% in vivo tumor growth inhibition is exhibited. In an embodiment of the invention, a cell or cell line is sensitive to an IGF1R inhibitor if, in vitro, the cell or cell line exhibits 30% or more growth inhibition, wherein, when the inhibitor is an anti-IGF1R antibody or antigen-binding fragment thereof, the cell or cell line is exposed to about 20 nM to about 100 nm of the antibody or fragment, e.g., by a luminescent cell viability assay such as a CellTiter Glo assay. In an embodiment of the invention, the cell or cell line is resistant when it exhibits less than 30% in vitro growth inhibition.


IGF1R Inhibitors

The terms “IGF1R inhibitor” or “IGF1R antagonist” or the like include any substance that decreases the expression, ligand binding (e.g., binding to IGF-1 and/or IGF-2), kinase activity (e.g., autophosphorylation activity) or any other biological activity of IGF1R (e.g., mediation of anchorage-independent cellular growth) e.g., that will elicit a biological or medical response of a tissue, system, subject or patient that is being sought by the administrator (such as a researcher, doctor or veterinarian) which includes any measurable alleviation of the signs, symptoms and/or clinical indicia of cancer (e.g., tumor growth) and/or the prevention, slowing or halting of progression or metastasis of cancer to any degree.


In an embodiment of the invention, the IGF1R inhibitor is any isolated antibody or antigen-binding fragment thereof that binds specifically to insulin-like growth factor-1 receptor (e.g., human IGF1R) or any soluble fragment thereof (e.g., monoclonal antibodies (e.g., fully human monoclonal antibodies), polyclonal antibodies, bispecific antibodies, Fab antibody fragments, F(ab)2 antibody fragments, Fv antibody fragments (e.g., VH or VL), single chain Fv antibody fragments, dsFv antibody fragments, humanized antibodies or chimeric antibodies) such as any of those disclosed in any of Burtrum et. al Cancer Research 63:8912-8921 (2003); in French Patent Applications FR2834990, FR2834991 and FR2834900 and in PCT Application Publication Nos. WO 03/100008; WO 03/59951; WO 04/71529; WO 03/106621; WO 04/83248; WO 04/87756, WO 05/16970; and WO 02/53596.


In an embodiment of the invention, an IGF1R inhibitor is an isolated anti-insulin-like growth factor-1 receptor (IGF1R) antibody comprising a mature 19D12/15H12 Light Chain (LC)-C, D, E or F and a mature 19D12/15H12 heavy chain (HC)-A or B (e.g., mature LCB/mature HCB, mature LCC/mature HCB or mature LCF/mature HCA). In an embodiment of the invention, an IGF1R inhibitor that is administered to a patient in a method according to the invention is an isolated antibody that specifically binds to IGF1R that comprises one or more complementarity determining regions (CDRs) of 19D12/15H12 Light Chain-C, D, E or F and/or 19D12/15H12 heavy chain-A or B (e.g., all 3 light chain CDRs and/or all 3 heavy chain CDRs).


The amino acid and nucleotide sequences of the some antibody chains of the invention are shown below. Dotted, underscored type indicates the signal peptide. Solid underscored type indicates the CDRs. Plain type indicates the framework regions. Mature fragments lack the signal peptide.




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Plasmids comprising a CMV promoter operably linked to the 15H12/19D12 light chains and heavy chains have been deposited at the American Type Culture Collection (ATCC); 10801 University Boulevard; Manassas, Va. 20110-2209 on May 21, 2003. The deposit name and the ATCC accession numbers for the cell lines are set forth below:


CMV promoter-15H12/19D12 LCC (κ)—


Deposit name: “15H12/19D12 LCC (κ)”;


ATCC accession No.: PTA-5217


CMV promoter-15H12/19D12 LCD (κ)—


Deposit name: “15H12/19D12 LCD (κ)”;


ATCC accession No.: PTA-5218


CMV promoter-15H12/19D12 LCE (κ)—


Deposit name: “15H12/19D12 LCE (κ)”;


ATCC accession No.: PTA-5219


CMV promoter-15H12/19D12 LCF (κ)—


Deposit name: “15H12/19D12 LCF (κ)”;


ATCC accession No.: PTA-5220


CMV promoter-15H12/19D12 HCA (γ4)—


Deposit name: “15H12/19D12 HCA (γ4)”


ATCC accession No.: PTA-5214


CMV promoter-15H12/19D12 HCB (γ4)—


Deposit name: “15H12/19D12 HCB (γ4)”


ATCC accession No.: PTA-5215


CMV promoter-15H12/19D12 HCA (γ1)—


Deposit name: “15H12/19D12 HCA (γ1)”;


ATCC accession No.: PTA-5216


The present invention includes methods and compositions (e.g., any disclosed herein) comprising anti-IGF1R antibodies and antigen-binding fragments thereof comprising any of the light and/or heavy immunoglobulin chains or mature fragments thereof located in any of the foregoing plasmids deposited at the ATCC.


In an embodiment of the invention, the IGF1R inhibitor is an isolated antibody or antigen-binding fragment thereof comprising one or more (e.g., 3) of the following CDR sequences:












RASQSIGSSLH;
(SEQ ID NO: 157)







YASQSLS;
(SEQ ID NO: 158)







HQSSRLPHT;
(SEQ ID NO: 159)







SFAMH;
(SEQ ID NO: 160)







VIDTRGATYYADSVKG;
(SEQ ID NO: 161)







LGNFYYGMDV.
(SEQ ID NO: 162)






For example, in an embodiment of the invention, a light chain immunoglobulin comprises 3 CDRs and/or a heavy chain immunoglobulin comprises 3 CDRs.


In an embodiment, an antibody that binds “specifically” to human IGF1R binds with a Kd of about 10−8 M or 10−7 M or a lower number; or, in an embodiment of the invention, with a Kd of about 1.28×10−10 M or a lower number by Biacore measurement or with a Kd of about 2.05×10−12 or a lower number by KinExA measurement. In another embodiment, an antibody that binds “specifically” to human IGF1R binds exclusively to human IGF1R and to no other protein at significant or at detectable levels.


In an embodiment of the invention, the IGF1R inhibitor comprises any light chain immunoglobulin and/or a heavy chain immunoglobulin as set forth in Published International Application No. WO 2002/53596 which is herein incorporated by reference in its entirety. For example, in an embodiment, the antibody comprises a light chain variable region comprising an amino acid sequence selected from the group consisting of SEQ ID NOs: 2, 6, 10, 14, 18, 22, 47 and 51 as set forth in WO 2002/53596 and/or a heavy chain variable region comprising an amino acid sequence selected from the group consisting of SEQ ID NOs: 4, 8, 12, 16, 20, 24, 45 and 49 as set forth in WO 2002/53596. In an embodiment, the antibody comprises a heavy and/or light chain selected from that of antibody 2.12.1; 2.13.2; 2.14.3; 3.1.1; 4.9.2; and 4.17.3 in WO 2002/53596.


In an embodiment of the invention, the IGF1R inhibitor comprises any light chain immunoglobulin and/or a heavy chain immunoglobulin as set forth in Published International Application No. WO 2003/59951 which is herein incorporated by reference in its entirety. For example, in an embodiment, the antibody comprises a light chain variable region comprising an amino acid sequence selected from the group consisting of SEQ ID NOs: 54, 61 and 65 as set forth in WO 2003/59951 and/or a heavy chain variable region comprising an amino acids sequence selected from the group consisting of SEQ ID NOs: 69, 75, 79 and 83 as set forth in WO 2003/59951.


In an embodiment of the invention, the IGF1R inhibitor comprises any light chain immunoglobulin and/or a heavy chain immunoglobulin as set forth in Published International Application No. WO 2004/83248 which is herein incorporated by reference in its entirety. For example, in an embodiment, the antibody comprises a light chain variable region comprising an amino acid sequence selected from the group consisting of SEQ ID NOs: 109, 111, 113, 115, 117, 119, 121, 123, 125, 127, 129, 131, 133, 135, 137, 139, 141 and 143 as set forth in WO 2004/83248 and/or a heavy chain variable region comprising an amino acids sequence selected from the group consisting of SEQ ID NOs: 108, 110, 112, 114, 116, 118, 120, 122, 124, 126, 128, 130, 132, 134, 136, 138, 140 and 142 as set forth in WO 2004/83248. In an embodiment, the antibody comprises a light and/or heavy chain selected from that of PINT-6A1; PINT-7A2; PINT-7A4; PINT-7A5; PINT-7A6; PINT-8A1; PINT-9A2; PINT-11A1; PINT-11A2; PINT-11A3; PINT-11A4; PINT-11A5; PINT-11A7; PINT-12A1; PINT-12A2; PINT-12A3; PINT-12A4 and PINT-12A5 in WO 2004/83248.


In an embodiment of the invention, the IGF1R inhibitor comprises any light chain immunoglobulin and/or a heavy chain immunoglobulin as set forth in Published International Application No. WO 2003/106621 which is herein incorporated by reference in its entirety. For example, in an embodiment, the antibody comprises a light chain variable region comprising an amino acid sequence selected from the group consisting of SEQ ID NOs: 8-12, 58-69, 82-86, 90, 94, 96, 98, as set forth in WO 2003/106621 and/or a heavy chain variable region comprising an amino acids sequence selected from the group consisting of SEQ ID NOs: 7, 13, 70-81, 87, 88, 92 as set forth in WO 2003/106621.


In an embodiment of the invention, the IGF1R inhibitor comprises any light chain immunoglobulin and/or a heavy chain immunoglobulin as set forth in Published International Application No. WO 2004/87756 which is herein incorporated by reference in its entirety. For example, in an embodiment, the antibody comprises a light chain variable region comprising an amino acid sequence of SEQ ID NO: 2 as set forth in WO 2004/87756 and/or a heavy chain variable region comprising an amino acid sequence of SEQ ID NO: 1 as set forth in WO 2004/87756.


In an embodiment of the invention, the IGF1R inhibitor comprises any light chain immunoglobulin and/or a heavy chain immunoglobulin as set forth in Published International Application No. WO 2005/16970 which is herein incorporated by reference in its entirety. For example, in an embodiment, the antibody comprises a light chain variable region comprising an amino acid sequence of SEQ ID NO: 6 or 10 as set forth in WO 2005/16970 and/or a heavy chain variable region comprising an amino acid sequence of SEQ ID NO: 2 as set forth in WO 2005/16970.


In an embodiment of the invention, an anti-IGF1R antibody or antigen-binding fragment thereof comprises an immunoglobulin heavy chain variable region comprising an amino acid sequence selected from the group consisting of:










(SEQ ID NO: 13)










  1
griggawrsl rlscaasgft fsdyymswir qapgkglewv syisssgstr






 51
dyadsvkgrf tisrdnakns lylqmnslra edtavyycvr dgvettfyyy





101
yygmdvwgqg ttvtvssast kgpsvfplap csrstsesta algclvkdyf





151
pepvtvswns galtsgvhtf psca











(SEQ ID NO: 14)










  1
vqllesgggl vqpggslrls ctasgftfss yamnwvrqap gkglewvsai






 51
sgsggttfya dsvkgrftis rdnsrttlyl qmnslraedt avyycakdlg





101
wsdsyyyyyg mdvwgqgttv tvss











(SEQ ID NO: 15)










  1
gpglvkpset lsltctvsgg sisnyywswi rqpagkglew igriytsgsp






 51
nynpslksrv tmsvdtsknq fslklnsvta adtavyycav tifgvviifd





101
ywgqgtivtv ss











(SEQ ID NO: 16)










  1
evqllesggg lvqpggslrl scaasgftfs syamswvrqa pgkglewvsa






 51
isgsggityy adsvkgrfti srdnskntly lqmnslraed tavyycakdl





101
gygdfyyyyy gmdvwgqgtt vtvss











(SEQ ID NO: 17)










  1
pglvkpsetl sltctvsggs issyywswir qppgkglewi gyiyysgstn






 51
ynpslksrvt isvdtsknqf slklssvtaa dtavyycart ysssfyyygm





101
dvwgqgttvt vss











(SEQ ID NO: 18)










  1
evqllesggg lvqpggslrl scaasgftfs syamswvrqa pgkglewvsg






 51
itgsggstyy adsvkgrfti srdnskntly lqmnslraed tavyycakdp





101
gttvimswfd pwgqgtlvtv ss






In an embodiment of the invention, an anti-IGF1R antibody or antigen-binding fragment thereof comprises an immunoglobulin light chain variable region comprising an amino acid sequence selected from the group consisting of:










(SEQ ID NO: 19)










  1
asvgdrvtft crasqdirrd lgwyqqkpgk apkrliyaas rlqsgvpsrf






 51
sgsgsgteft ltisslqped fatyyclqhn nyprtfgqgt eveiirtvaa





101
psvfifppsd eqlksgtasv vcllnnfypr eakvqw











(SEQ ID NO: 20)










  1
diqmtqfpss lsasvgdrvt itcrasqgir ndlgwyqqkp gkapkrliya






 51
asrlhrgvps rfsgsgsgte ftltisslqp edfatyyclq hnsypcsfgq





101
gtkleik











(SEQ ID NO: 21)










  1
sslsasvgdr vtftcrasqd irrdlgwygq kpgkapkrli yaasrlqsgv






 51
psrfsgsgsg teftltissl qpedfatyyc lqhnnyprtf gqgteveiir











(SEQ ID NO: 22)










  1
diqmtqspss lsasvgdrvt itcrasqgir sdlgwfqqkp gkapkrliya






 51
asklhrgvps rfsgsgsgte ftltisrlqp edfatyyclq hnsypltfgg





101
gtkveik











(SEQ ID NO: 23)










  1
gdrvtitcra sqsistflnw yqqkpgkapk llihvasslq ggvpsrfsgs






 51
gsgtdftlti sslqpedfat yycqqsynap ltfgggtkve ik











(SEQ ID NO: 24)










  1
ratlscrasq svrgrylawy qqkpgqaprl liygassrat gipdrfsgsg






 51
sgtdftltis rlepedfavf ycqqygsspr tfgqgtkvei k






In an embodiment of the invention, the anti-IGF1R antibody comprises a light chain immunoglobulin, or a mature fragment thereof (i.e., lacking signal sequence), or variable region thereof, comprising the amino acid sequence of:










(SEQ ID NO: 25)










  1
mdmrvpaqll gllllwfpga rcdiqmtqsp sslsasvgdr vtitccustom-character






 51

custom-character
wyqq kpgkapkrli y
custom-charactergv psrfsgsgsg teftltissl






101

qpedfatyyc 
custom-character
f gqgtkveikr tvaapsvfif ppsdeqlksg






151
tasvvcllnn fypreakvqw kvdnalqsgn sqesvtegds kdstyslsst





201
ltlskadyek hkvyacevth qglsspvtks fnrgec;











(SEQ ID NO: 26)










  1
mdmrvpaqll gllllwfpga rcdiqmtqsp sslsasvgdr vtftccustom-character






 51

custom-character
wyqq kpgkapkrli y
custom-character
gv psrfsgsgsg teftltissl






101

qpedfatyyc 
custom-character
f gqgteveiir tvaapsvfif ppsdeqlksg






151
tasvvcllnn fypreakvqw kvdnalqsgn sqesvtegds kdstyslsst





201
ltlskadyek hkvyacevth qglsspvtks fnrgec;











(SEQ ID NO: 27)










  1
mdmrvpaqll gllllwfpga rcdiqmtqsp sslsasvgdr vtitccustom-character






 51

custom-character
wyqq kpgkapkrli y
custom-character
gv psrfsgsgsg teftltissl






101

qpedfatyyc 
custom-character
f gqgtkleikr tvaapsvfif ppsdeqlksg






151
tasvvcllnn fypreakvqw kvdnalqsgn sqesvteqds kdstyslsst





201
ltlskadyek hkvyacevth qglsspvtks fnrgec;


or












(SEQ ID NO: 28)










  1
mdmrvpaqll gllllwfpga rcdiqmtqfp sslsasvgdr vtitccustom-character






 51

custom-character
wyqq kpgkapkrli y
custom-character
gv psrfsgsgsg teftltissl






101

qpedfatyyc 
custom-character
f gqgtkleikr tvaapsvfif ppsdeqlksg






151
tasvvcllnn fypreakvqw kvdnalqsgn sqesvteqds kdstyslsst





201
ltlskadyek hkvyacevth qglsspvtks fnrgec.







In an embodiment of the invention, the signal sequence is amino acids 1-22 of SEQ ID NOs: 25-28. In an embodiment of the invention, the mature variable region is underscored. In an embodiment of the invention, the CDRs are in bold/italicized font. In an embodiment of the invention, the anti-IGF1R antibody or antigen-binding fragment thereof of the invention comprises one or more CDRs (e.g., 3 light chain CDRS) as set forth above.


In an embodiment of the invention, the anti-IGF1R antibody comprises a heavy chain immunoglobulin or a mature fragment thereof (i.e., lacking signal sequence), or a variable region thereof, comprising the amino acid sequence of:










(SEQ ID NO: 29)










  1
mefglswvfl vaiikgvqcq vqlvesgggl vkpggslrls caascustom-character






 51

custom-character
wirqap gkglewvs
custom-charactercustom-charactercustom-characterrftis rdnaknslyl






101

qmnslraedt avyycar
custom-charactercustom-charactercustom-characterwgqg ttvtvssast






151
kgpsvfplap csrstsesta algclvkdyf pepvtvswns galtsgvhtf





201
pavlqssgly slssvvtvps snfgtqtytc nvdhkpsntk vdktverkcc





251
vecppcpapp vagpsvflfp pkpkdtlmis rtpevtcvvv dvshedpevq





301
fnwyvdgvev hnaktkpree qfnstfrvvs vltvvhqdwl ngkeykckvs





351
nkglpapiek tisktkgqpr epqvytlpps reemtknqvs ltclvkgfyp





401
sdiavewesn gqpennyktt ppmldsdgsf flyskltvdk srwqqgnvfs





451
csvmhealhn hytqkslsls pgk;











(SEQ ID NO: 30)










  1
mefglswvfl vaiikgvqcq aqlvesgggl vkpggslrls caascustom-character






 51

custom-character
wirqap gkglewvs
custom-charactercustom-charactercustom-characterrftis rdnaknslyl






101

qmnslraedt avyycvr
custom-charactercustom-charactercustom-characterwgqgttv tvssastkgp






151
svfplapcsr stsestaalg clvkdyfpep vtvswnsgal tsgvhtfpav





201
lqssglysls svvtvpssnf gtqtytcnvd hkpsntkvdk tverkccvec





251
ppcpappvag psvflfppkp kdtlmisrtp evtcvvvdvs hedpevqfnw





301
yvdgvevhna ktkpreeqfn stfrvvsvlt vvhqdwlngk eykckvsnkg





351
lpapiektis ktkgqprepq vytlppsree mtknqvsltc lvkgfypsdi





401
avewesngqp ennykttppm ldsdgsffly skltvdksrw qqgnvfscsv





451
mhealhnhyt qkslslspgk;











(SEQ ID NO: 31)










  1
mefglswlfl vailkgvqce vqllesgggl vqpggslrls caascustom-character






 51

custom-character
wvrqap gkglewvs
custom-charactercustom-charactercustom-characterrftis rdnskntlyl






101

qmnslraedt avyycak
custom-charactercustom-charactercustom-characterwgqgttv tvssastkgp






151
svfplapcsr stsestaalg clvkdyfpep vtvswnsgal tsgvhtfpav





201
lqssglysls svvtvpssnf gtqtytcnvd hkpsntkvdk tverkccvec





251
ppcpappvag psvflfppkp kdtlmisrtp evtcvvvdvs hedpevqfnw





301
yvdgvevhna ktkpreeqfn stfrvvsvlt vvhqdwlngk eykckvsnkg





351
lpapiektis ktkgqprepq vytlppsree mtknqvsltc lvkgfypsdi





401
avewesngqp ennykttppm ldsdgsffly skltvdksrw qqgnvfscsv





451
mhealhnhyt qkslslspgk;


or












(SEQ ID NO: 32)










  1
mefglswlfl vailkgvqce vqllesgggl vqpggslrls ctascustom-character






 51

custom-character
wvrqap gkglewvs
custom-charactercustom-charactercustom-characterrftis rdnsrttlyl






101

qmnslraedt avyycak
custom-charactercustom-charactercustom-characterwgqgttv tvssastkgp






151
svfplapcsr stsestaalg clvkdyfpep vtvswnsgal tsgvhtfpav





201
lqssglysls svvtvpssnf gtqtytcnvd hkpsntkvdk tverkccvec





251
ppcpappvag psvflfppkp kdtlmisrtp evtcvvvdvs hedpevqfnw





301
yvdgvevhna ktkpreeqfn stfrvvsvlt vvhqdwlngk eykckvsnkg





351
lpapiektis ktkgqprepq vytlppsree mtknqvsltc lvkgfypsdi





401
avewesngqp ennykttppm ldsdgsffly skltvdksrw qqgnvfscsv





451
mhealhnhyt qkslslspgk.







In an embodiment of the invention, the signal sequence is amino acids 1-19 of SEQ ID NOs: 29-32. In an embodiment of the invention, the mature variable region is underscored. In an embodiment of the invention, the anti-IGF1R antibody or antigen-binding fragment thereof of the invention comprises one or more CDRs (e.g., 3 light chain CDRS) as set forth above.


In an embodiment of the invention, the anti-IGF1R antibody comprises a light chain variable region comprising the amino acid sequence of any of SEQ ID NOs: 19-24 paired with a heavy chain variable region comprising an amino acid sequence of any of SEQ ID NOs: 13-18, respectively. In an embodiment of the invention, the anti-IGF1R antibody comprises a mature light chain variable region comprising an amino acid sequence of any of SEQ ID NOs: 25 or 26 paired with a heavy chain variable region comprising an amino acid sequence of any of SEQ ID NOs: 29 or 30. In an embodiment of the invention, the anti-IGF1R antibody comprises a mature light chain variable region comprising an amino acid sequence of any of SEQ ID NOs: 27 or 28 paired with a heavy chain variable region comprising an amino acid sequence of any of SEQ ID NOs: 31 or 32.


In an embodiment of the invention, an anti-IGF1R antibody or antigen-binding fragment thereof comprises an immunoglobulin heavy chain or mature fragment or variable region of 2.12.1 fx (SEQ ID NO: 33) (in an embodiment of the invention, the leader sequence is underscored; in an embodiment of the invention, the CDRs are in bold/italicized font):











  1

mefglswvfl vaiikgvqcq vqlvesgggl vkpggslrls caascustom-character







 51

custom-character wirqap gkglewvscustom-charactercustom-charactercustom-character rftis rdnaknslyl






101
qmnslraedt avyycarcustom-charactercustom-charactercustom-character wgqgttv tvssastkgp





151
svfplapcsr stsestaalg clvkdyfpep vtvswnsgal tsgvhtfpav





201
lqssglysls svvtvpssnf gtqtytcnvd hkpsntkvdk tverkccvec





251
ppcpappvag psvflfppkp kdtlmisrtp evtcvvvdvs hedpevqfnw





301
yvdgvevhna ktkpreeqfn stfrvvsvlt vvhqdwlngk eykckvsnkg





351
lpapiektis ktkgqprepq vytlppsree mtknqvsltc lvkgfypsdi





401
avewesngqp ennykttppm ldsdgsffly skltvdksrw qqgnvfscsv





451
mhealhnhyt qkslslspgk






In an embodiment of the invention, the anti-IGF1R antibody or antigen-binding fragment thereof comprises amino acids 20-470 of 2.12.1 fx (SEQ ID NO: 33).


In an embodiment of the invention, an anti-IGF1R antibody or antigen-binding fragment thereof comprises mature immunoglobulin heavy chain variable region 2.12.1 fx (amino acids 20-144 or SEQ ID NO: 33; SEQ ID NO: 34):









q vqlvesgggl vkpggslrls caasgftfsd yymswirqap





gkglewvsyi sssgstrdya dsvkgrftis rdnaknslyl





qmnslraedt avyycardgv ettfyyyyyg mdvwgqgttv tvss






In an embodiment of the invention, an anti-IGF1R antibody or antigen-binding fragment thereof comprises an immunoglobulin light chain or mature fragment or variable region 2.12.1 fx (SEQ ID NO: 35) (in an embodiment of the invention, the leader sequence is underscored; in an embodiment of the invention, the CDRs are in bold/italicized font):











  1

mdmrvpaqll gllllwfpga rcdiqmtqsp sslsasvgdr vtitccustom-character







 51

custom-character wyqq kpgkapkrli ycustom-character gv psrfsgsgsg teftltissl






101
qpedfatyyc custom-character f gqgtkveikr tvaapsvfif ppsdeqlksg





151
tasvvcllnn fypreakvqw kvdnalqsgn sqesvteqds kdstyslsst





201
ltlskadyek hkvyacevth qglsspvtks fnrgec






In an embodiment of the invention, an anti-IGF1R antibody or antigen-binding fragment thereof comprises amino acids 23-236 of 2.12.1 fx (SEQ ID NO: 35).


In an embodiment of the invention, an anti-IGF1R antibody or antigen-binding fragment thereof comprises mature immunoglobulin light chain variable region 2.12.1 fx (amino acids 23-130 of SEQ ID NO: 35; SEQ ID NO: 36):











diqmtqsp sslsasvgdr vtitcrasqd irrdlgwyqq







kpgkapkrli yaasrlqsgv psrfsgsgsg teftltissl







qpedfatyyc lqhnnyprtf gqgtkveikr






In an embodiment of the invention, an anti-IGF1R antibody or antigen-binding fragment thereof comprises or consists of a light chain immunoglobulin chain comprising or consisting of amino acids 23-236 of 2.12.1 fx (SEQ ID NO: 35) and a heavy chain immunoglobulin chain comprising or consisting of amino acids 20-470 of 2.12.1 fx (SEQ ID NO: 33).


In an embodiment of the invention, the anti-IGF1R antibody or antigen-binding fragment thereof comprises one or more 2.12.1 fx CDRs (e.g., 3 light chain CDRs and/or 3 heavy chain CDRs) as set forth above.


In an embodiment of the invention, an anti-IGF1R antibody or antigen-binding fragment thereof or antigen-binding fragment thereof comprises a humanized 7C10 immunoglobulin light chain variable region; version 1 (SEQ ID NO: 37):











  1
dvvmtqspls lpvtpgepas iscrssqsiv hsngntylqw ylqkpgqspq






 51
lliykvsnrl ygvpdrfsgs gsgtdftlki srveaedvgv yycfqgshvp





101
wtfgqgtkve ik






In an embodiment of the invention, an anti-IGF1R antibody or antigen-binding fragment thereof comprises humanized 7C10 immunoglobulin light chain variable region; version 2 (SEQ ID NO: 38):











  1
divmtgspls lpvtpgepas iscrssqsiv hsngntylqw ylqkpgqspq






 51
lliykvsnrl ygvpdrfsgs gsgtdftlki srveaedvgv yycfqgshvp





101
wtfgqgtkve ik






In an embodiment of the invention, an anti-IGF1R antibody or antigen-binding fragment thereof comprises a humanized 7C10 immunoglobulin heavy chain variable region; version 1 (SEQ ID NO: 39):











  1
qvqlqesgpg lvkpsetlsl tctvsgysit ggylwnwirq ppgkglewmg






 51
yisydgtnny kpslkdriti srdtsknqfs lklssvtaad tavyycaryg





101
rvffdywgqg tlvtvss






In an embodiment of the invention, an anti-IGF1R antibody or antigen-binding fragment thereof comprises the humanized 7C10 immunoglobulin heavy chain variable region; version 2 (SEQ ID NO: 40):











  1
qvqlqesgpg lvkpsetlsl tctvsgysit ggylwnwirq ppgkglewig






 51
yisydgtnny kpslkdrvti srdtsknqfs lklssvtaad tavyycaryg





101
rvffdywgqg tlvtvss






In an embodiment of the invention, an anti-IGF1R antibody or antigen-binding fragment thereof comprises the humanized 7C10 immunoglobulin heavy chain variable region; version 3 (SEQ D NO: 41):











  1
qvqlqesgpg lvkpsetlsl tctvsgysis ggylwnwirq ppgkglewig






 51
yisydgtnny kpslkdrvti svdtsknqfs lklssvtaad tavyycaryg





101
rvffdywgqg tlvtvss






In an embodiment of the invention, an anti-IGF1R antibody or antigen-binding fragment thereof comprises A12 immunoglobulin heavy chain variable region (SEQ ID NO: 42):











  1
evqlvqsgae vkkpgssvkv sckasggtfs syaiswvrqa pgqglewmgg






 51
iipifgtany aqkfqgrvti tadkststay melsslrsed tavyycarap





101
lrflewstqd hyyyyymdvw gkgttvtvss






In an embodiment of the invention, an anti-IGF1R antibody or antigen-binding fragment thereof comprises A12 immunoglobulin light chain variable region (SEQ ID NO: 43):











  1
sseltqdpav svalgqtvri tcqgdslrsy yaswyqqkpg qapvlviygk






 51
nnrpsgipdr fsgsssgnta sltitgaqae deadyycnsr dnsdnrlifg





101
ggtkltvls







or


(SEQ ID NO: 106):











  1
sseltqdpav svalgqtvri tcqgdslrsy yatwyqqkpg qapilviyge






 51
nkrpsgipdr fsgsssgnta sltitgaqae deadyycksr dgsgqhlvfg





101
ggtkltvlg






In an embodiment of the invention, an anti-IGF1R antibody or antigen-binding fragment thereof comprises 1A immunoglobulin heavy chain variable region (SEQ ID NO: 44):











  1
evqlvqsggg lvhpggslrl scagsgftfr nyamywvrqa pgkglewvsa






 51
igsgggtyya dsvkgrftis rdnaknslyl qmnslraedm avyycarapn





101
wgsdafdiwg qgtmvtvss







; optionally including one or more of the following mutations: R30, S30, N31, S31, Y94, H94, D104, E104.


In an embodiment of the invention, an anti-IGF1R antibody or antigen-binding fragment thereof comprises 1A immunoglobulin light chain variable region (SEQ ID NO: 45):











  1
digmtqspss lsasvgdrvt itcrasqgis swlawyqqkp ekapksliya






 51
asslqsgvps rfsgsgsgtd ftltisslqp edfatyycqq ynsypptfgp





101
gtkvdik







; optionally including one or more of the following mutations: P96, I96, P100, Q100, R103, K103, V104, L104, D105, E105


In an embodiment of the invention, an anti-IGF1R antibody or antigen-binding fragment thereof comprises single chain antibody (fv) 8A1 (SEQ ID NO: 46):











  1
evqlvqsgae vkkpgeslti sckgpgynff nywigwvrqm pgkglewmgi






 51
iyptdsdtry spsfqgqvti svdksistay lqwsslkasd tamyycarsi





101
rycpggrcys gyygmdvwgq gtmvtvssgg ggsggggsgg ggsseltqdp





151
aysvalgqtv ritcqgdslr syyaswyqqk pgqapvlviy gknnrpsgip





201
drfsgsssgn tasltitgaq aedeadyycn srdssgnhvv fgggtkltvl





251
g






In an embodiment of the invention, an anti-IGF1R antibody or antigen-binding fragment thereof comprises single chain antibody (fv) 9A2 (SEQ ID NO: 47):











  1
qvqlvqsgae vrkpgasvkv scktsgytfr nydinwvrqa pgqglewmgr






 51
isghygntdh aqkfqgrftm tkdtststay melrsltfdd tavyycarsq





101
wnvdywgrgt lvtvssgggg sggggsgggg salnfmltqp hsysespgkt





151
vtisctrssg siasnyvqwy qqrpgssptt vifednrrps gvpdrfsgsi





201
dtssnsaslt isglktedea dyycqsfdst nlvvfgggtk vtvlg






In an embodiment of the invention, an anti-IGF1R antibody or antigen-binding fragment thereof comprises single chain antibody (fv) 11A4 (SEQ ID NO: 48):











  1
evqllesggg lvqpggslrl scaasgftfs syamswvrqa pgkglewvsa






 51
isgsggstyy adsvkgrfti srdnskntly lqmnslraed tavyycassp





101
yssrwysfdp wgqgtmvtvs sggggsgggg sggggsalsy eltqppsvsv





151
spgqtatitc sgddlgnkyv swyqqkpgqs pvlviyqdtk rpsgiperfs





201
gsnsgniatl tisgtqavde adyycqvwdt gtvvfgggtk ltvlg






In an embodiment of the invention, an anti-IGF1R antibody or antigen-binding fragment thereof comprises single chain antibody (fv) 7A4 (SEQ ID NO: 49):











  1
evqlvqsgae vkkpgeslti sckgsgynff nywigwvrqm pgkdlewmgi






 51
iyptdsdtry spsfqgqvti svdksistay lqwsslkasd tamyycarsi





101
rycpggrcys gyygmdvwgq gtmvtvssgg gssggggsgg ggsseltqdp





151
aysvalgqtv ritcrgdslr nyyaswyqqk pgqapvlviy gknnrpsgip





201
drfsgsssgn tasltitgaq aedeadyycn srdssgnhmv fgggtkltvl





251
g






In an embodiment of the invention, an anti-IGF1R antibody or antigen-binding fragment thereof comprises single chain antibody (fv) 11A1 (SEQ ID NO: 50):











  1
evqlvesggg vvqpgrslrl scaasgftfs dfamhwvrqi pgkglewlsg






 51
lrhdgstayy agsvkgrfti srdnsrntvy lqmnslraed tatyycvtgs





101
gssgphafpv wgkgtlvtvs sggggsgggg sggggsalsy vltqppsasg





151
tpgqrvtisc sgsnsnigty tvnwfqqlpg tapklliysn nqrpsgvpdr





201
fsgsksgtsa slaisglqse deadyycaaw ddslngpvfg ggtkvtvlg






In an embodiment of the invention, an anti-IGF1R antibody or antigen-binding fragment thereof comprises single chain antibody (fv) 7A6 (SEQ ID NO: 51)











  1
evqlvqsgae ykkpgeslti sckgsgynff nywigwvrqm pgkglewmgi






 51
iyptdsdtry spsfqgqvti svdksistay lqwsslkasd tamyycarsi





101
rycpggrcys gyygmdvwgq gtlvtvssgg ggsggggsgg ggsseltqdp





151
aysvalgqtv ritcggdslr syytnwfqqk pgqapllvvy aknkrpsgip





201
drfsgsssgn tasltitgaq aedeadyycn srdssgnhvv fgggtkltvl





251
g






In an embodiment of the invention, an anti-IGF1R antibody or an antigen-binding fragment thereof (e.g., a heavy chain or light chain immunoglobulin) comprises one or more complementarity determining regions (CDR) selected from the group consisting of:












sywmh;
(SEQ ID NO: 52)







einpsngrtnynekfkr;
(SEQ ID NO: 53)







grpdyygsskwyfdv;
(SEQ ID NO: 54)







rssgsivhsnvntyle;
(SEQ ID NO: 55)







kvsnrfs;
(SEQ ID NO: 56)



and








fggshvppt.
(SEQ ID NO: 57)






In an embodiment of the invention, an anti-IGF1R antibody or an antigen-binding fragment thereof comprises a heavy chain immunoglobulin variable region selected from the group consisting of:










(SEQ ID NO: 58)










  1
qvglvqsgae vvkpgasvkl sckasgytft sywmhwvkqr pgqglewige






 51
inpsngrtny nqkfqgkatl tvdkssstay mqlssltsed savyyfargr





101
pdyygsskwy fdvwgqgttv tvs;











(SEQ ID NO: 59)










  1
qvqfqqsgae lvkpgasvkl sckasgytft sylmhwikqr pgrglewigr






 51
idpnnvvtkf nekfkskatl tvdkpsstay melssltsed savyycarya





101
ycrpmdywgq gttvtvss;











(SEQ ID NO: 60)










  1
qvqlqqsgae lvkpgasvkl sckasgytft sywmhwvkqr pgqglewige






 51
inpsngrtny nekfkrkatl tvdkssstay mqlssltsed savyyfargr





101
pdyygsskwy fdvwgagttv tvs;











(SEQ ID NO: 61)










  1
qvqlqqsgae lmkpgasvki sckatgytfs sfwiewvkqr pghglewige






 51
ilpgsggthy nekfkgkatf tadkssntay mqlssltsed savyycargh





101
syyfydgdyw gqgtsvtvss;











(SEQ ID NO: 62)










  1
qvglqqpgsv lvrpgasvkl sckasgytft sswihwakqr pgqglewige






 51
ihpnsgntny nekfkgkatl tvdtssstay vdlssltsed savyycarwr





101
ygspyyfdyw gqgttltvss;











(SEQ ID NO: 63)










  1
qvqlqqpgae lvkpgasvkl sckasgytft sywmhwvkqr pgrglewigr






 51
idpnsggtky nekfkskatl tvdkpsstay mqlssltsed savyycaryd





101
yygssyfdyw gqgttltvss;











(SEQ ID NO: 64)










  1
qvqlvqsgae vvkpgasvkl sckasgytft sywmhwvkqr pgqglewige






 51
inpsngrtny nqkfqgkatl tvdkssstay mqlssltsed savyyfargr





101
pdyygsskwy fdvwgqgttv tvs;











(SEQ ID NO: 65)










  1
qvqlqqsgae lvkpgasvkl sckasgytft sywmhwvkqr pgqglewige






 51
inpsngrtny nekfkrkatl tvdkssstay mqlssltsed savyyfargr





101
pdyygsskwy fdvwgagttv tvss;











(SEQ ID NO: 66)










  1
qvqlvqsgae vvkpgasvkl sckasgytft sywmhwvkqr pgqglewige






 51
inpsngrtny nqkfqgkatl tvdkssstay mqlssltsed savyyfargr





101
pdyygsskwy fdvwgqgttv tvss;











(SEQ ID NO: 67)










  1
qvqlqqsgae lvkpgasvkl sckasgytft sywmhwvkqr pgrglewigr






 51
idpnsggtky nekfkskatl tvdkpsstay mqlssltsed savyycaryd





101
yygssyfdyw gqgttvtvss;











(SEQ ID NO: 68)










  1
qiqlqqsgpe lvrpgasvki sckasgytft dyyihwvkqr pgeglewigw






 51
iypgsgntky nekfkgkatl tvdtssstay mqlssltsed savyfcargg





101
kfamdywgqg tsvtvss;











(SEQ ID NO: 69)










  1
qvqlqqsgae lvkpgasvkl sckasgytft sywmhwvkqr pgqglewige






 51
inpsngrtny nekfkrkatl tvdkssstay mqlssltsed savyyfargr





101
pdyygsskwy fdvwgagttv tvss;











(SEQ ID NO: 70)










  1
qiqlqqsgpe lvkpgasvki sckasgytft dyyinwmkqk pgqglewigw






 51
idpgsgntky nekfkgkatl tvdtssstay mqlssltsed tavyfcarek





101
ttyyyamdyw gqgtsvtvsa;











(SEQ ID NO: 71)










  1
vqlqqsgael mkpgasvkis ckasgytfsd ywiewvkqrp ghglewigei






 51
1pgsgstnyh erfkgkatft adtssstaym qlnsltseds gvyyclhgny





101
dfdgwgqgtt ltvss;








and






(SEQ ID NO: 72)










  1
qvqllesgae lmkpgasvki sckatgytfs sfwiewvkqr pghglewige






 51
ilpgsggthy nekfkgkatf tadkssntay mqlssltsed savyycargh





101
syyfydgdyw gqgtsvtvss;








and/or






a light chain immunoglobulin variable region selected


from the group consisting of:


(SEQ ID NO: 73)










  1
dvlmtqipvs lpvslgdqas iscrssqiiv hnngntylew ylqkpgqspq






 51
lliykvsnrf sgvpdrfsgs gsgtdftlki srveaedlgv yycfqgshvp





101
ftfgsgtkle ikr;











(SEQ ID NO: 74)










  1
dvlmtqtpls lpvslgdpas iscrssqsiv hsnvntylew ylqkpgqspk






 51
lliykvsnrf sgvpdrfsgs gagtdftlri srveaedlgi yycfqgshvp





101
ptfgggtkle ikr;











(SEQ ID NO: 75)










  1
dvlmtqtpls lpvslgdpas iscrssqsiv hsnvntylew ylqkpgqspr






 51
lliykvsnrf sgvpdrfsgs gagtdftlri srveaedlgi yycfqgshvp





101
ptfgggtkle ikr;











(SEQ ID NO: 76)










  1
dvlmtqtpls lpvslgdpas iscrssgsiv hsnvntylew ylqkpgqspk






 51
lliykvsnrf sgvpdrfsgs gagtdftlri srveaedlgi yycfqgshvp





101
ptfgggtkle ikr;











(SEQ ID NO: 77)










  1
dvlmtqtpls lpvslgdpas iscrssgsiv hsnvntylew ylqkpgqspr






 51
lliykvsnrf sgvpdrfsgs gagtdftlri srveaedlgi yycfggshvp





101
ptfgggtkle ikr;











(SEQ ID NO: 78)










  1
dvlmtqtpls lpvslgdqas iscrssqxiv hsngntylew ylqkpgqspk






 51
lliykvsnrf sgvpdrfsgs gsgtdftlki srveaedlgv yycfqgshvp





101
xtfgggtkle ikr;











(SEQ ID NO: 79)










  1
dvvmtqtpls lpvslgdpas iscrssqsiv hsnvntylew ylqkpgqspk






 51
lliykvsnrf sgvpdrfsgs gagtdftlri srveaedlgi yycfqgshvp





101
ptfgggtkle ikr;











(SEQ ID NO: 80)










  1
dvvmtqtpls lpvslgdpas iscrssqsiv hsnvntylew ylqkpgqspr






 51
lliykvsnrf sgvpdrfsgs gagtdftlri srveaedlgi yycfggshvp





101
ptfgggtkle ikr;











(SEQ ID NO: 81)










  1
dvlmtqtpls lpvslgdpas iscrssqsiv hsnvntylew ylqkpgqspr






 51
lliykvsnrf sgvpdrfsgs gagtdftlri srveaedlgi yycfqgshvp





101
ptfgggtkle ikr;











(SEQ ID NO: 82)










  1
dvlmtqipvs lpvslgdqas iscrssqiiv hnngntylew ylqkpgqspq






 51
lliykvsnrf sgvpdrfsgs gsgtdftlki srveaedlgv yycfqgshvp





101
ftfgsgtkle ikr;











(SEQ ID NO: 83)










  1
dvlmtqtpls lpvslgdqas iscrfsqsiv hsngntylew ylqksgqspk






 51
lliykvsnrf sgvpdrfsgs gsgtdftlki srveaedlgv yycfqgshvp





101
rtfgggtkle ikr;











(SEQ ID NO: 84)










  1
dvlmtqtpls lpvslgdqas iscrssqsiv hsnvntylew ylqkpgqspk






 51
lliykvsnrf sgvpdrfsgs gsgtdftlri srveaedlgi yycfqgshvp





101
ptfgggtkle ikr;











(SEQ ID NO: 85)










  1
dvvmtqtpls lpvslgdpas iscrssqsiv hsnvntylew ylqkpgqspk






 51
lliykvsnrf sgvpdrfsgs gagtdftlri srveaedlgi yycfqgshvp





101
ptfgggtkle ikr;











(SEQ ID NO: 86)










  1
elvmtqtpls lpvslgdqas iscrssqtiv hsngdtyldw flqkpgqspk






 51
lliykvsnrf sgvpdrfsgs gsgtdftlki srveaedlgv yycfqgshvp





101
ptfgggtkle ikr;











(SEQ ID NO: 87)










  1
dvlmtqtpls lpvslgdpas iscrssqsiv hsnvntylew ylqkpgqspk






 51
lliykvsnrf sgvpdrfsgs gagtdftlri srveaedlgi yycfqgshvp





101
ptfgggtkle ikr;











(SEQ ID NO: 88)










  1
dvvmtqtpls lpvslgdpas iscrssqsiv hsnvntylew ylqkpgqspr






 51
lliykvsnrf sgvpdrfsgs gagtdftlri srveaedlgi yycfqgshvp





101
ptfgggtkle ikr;











(SEQ ID NO: 89)










  1
dvlmtqtpvs lsyslgdqas iscrssqsiv hstgntylew ylqkpgqspk






 51
lliykisnrf sgvpdrfsgs gsgtdftlki srveaedlgv yycfqashap





101
rtfgggtkle ikr;











(SEQ ID NO: 90)










  1
dvlmtqtpls lpvslgdqas isckssgsiv hssgntyfew ylqkpgqspk






 51
lliykvsnrf sgvpdrfsgs gsgtdftlki srveaedlgv yycfqgship





101
ftfgsgtkle ikr;











(SEQ ID NO: 91)










  1
dieltqtpls lpvslgdqas iscrssqsiv hsngntylew ylqkpgqspk






 51
lliykvsnrf sgvpdrfsgs gsgtdftlki srveaedlgv yycfqgshvp





101
ytfgggtkle ikr;











(SEQ ID NO: 92)










  1
dvlmtqtpls lpvslgdqas iscrssqsiv hsnvntylew ylqkpgqspk






 51
lliykvsnrf sgvpdrfsgs gsgtdftlri srveaedlgi yycfqgshvp





101
ptfgggtkle ikr;











(SEQ ID NO: 93)










  1
dvvmtqtpls lpvslgdpas iscrssqsiv hsnvntylew ylqkpgqspr






 51
lliykvsnrf sgvpdrfsgs gagtdftlri srveaedlgi yycfqgshvp





101
ptfgggtkle ikr;











(SEQ ID NO: 94)










  1
dvlmtqtpls lpvslgdqas iscrssqsiv hsnvntylew ylqkpgqspk






 51
lliykvsnrf sgvpdrfsgs gsgtdftlri srveaedlgi yycfqgshvp





101
ptfgggtkle ikr;











(SEQ ID NO: 95)










  1
dvvmtqtpls lpvslgdpas iscrssqsiv hsnvntylew ylqkpgqspk






 51
lliykvsnrf sgvpdrfsgs gagtdftlri srveaedlgi yycfqgshvp





101
ptfgggtkle ikr;











(SEQ ID NO: 96)










  1
dvlmtqtpls lpvslgdqas iscrsnqtil lsdgdtylew ylqkpgqspk






 51
lliykvsnrf sgvpdrfsgs gsgtdftlki srveaedlgv yycfqgshvp





101
ptfgggtkle ikr;











(SEQ ID NO: 97)










  1
dvlmtqtpls lpvslgdqas iscrssqtiv hsngntylew ylqkpgqspk






 51
lliykvtnrf sgvpdrfsgs gsgtdftlki srveaedlgv yycfqgthap





101
ytfgggtkle ikr;








and






(SEQ ID NO: 98)










  1
dvlmtqtpls lpvslgdqas iscrssqsiv hsngntylew ylqkpgqspk






 51
lliysissrf sgvpdrfsgs gsgtdftlki srvqaedlgv yycfqgshvp





101
ytfgggtkle ikr.






The scope of the present invention includes embodiments wherein the variable region of an anti-IGF1R antibody is linked to any immunoglobulin constant region. In an embodiment, the light chain variable region is linked to a κ chain constant region. In an embodiment, the heavy chain variable region is linked to a γ1, γ2, γ3 or γ4 chain constant region. Any of the immunoglobulin variable regions set forth herein, in embodiments of the invention, can be linked to any of the foregoing constant regions.


Furthermore, the scope of the present invention comprises any antibody or antibody fragment comprising one or more CDRs (3 light chain CDRs and/or 3 heavy chain CDRs) and/or framework regions of any of the light chain immunoglobulin or heavy chain immunoglobulins set forth herein as identified by any of the methods set forth in Chothia et al., J. Mol. Biol. 186:651-663 (1985); Novotny and Haber, Proc. Natl. Acad. Sci. USA 82:4592-4596 (1985) or Kabat, E. A. et al., Sequences of Proteins of Immunological Interest, National Institutes of Health, Bethesda, Md., (1987)).


In an embodiment of the invention, the term “monoclonal antibody,” as used herein, includes an antibody obtained from a population of substantially homogeneous antibodies, i.e., the individual antibodies comprising the population are identical except for possible naturally occurring mutations that may be present in minor amounts. Monoclonal antibodies are highly specific, being directed against a single antigenic site. Monoclonal antibodies are advantageous in that they may be synthesized by a hybridoma culture, essentially uncontaminated by other immunoglobulins. The modifier “monoclonal” indicates the character of the antibody as being amongst a substantially homogeneous population of antibodies, and is not to be construed as requiring production of the antibody by any particular method. As mentioned above, the monoclonal antibodies to be used in accordance with the present invention may be made by the hybridoma method described by Kohler, et al., (1975) Nature 256: 495.


In an embodiment of the invention, a polyclonal antibody is an antibody which was produced among or in the presence of one or more other, non-identical antibodies. In general, polyclonal antibodies are produced from a B-lymphocyte in the presence of several other B-lymphocytes which produced non-identical antibodies. Usually, polyclonal antibodies are obtained directly from an immunized animal.


In an embodiment of the invention, a bispecific or bifunctional antibody is an artificial hybrid antibody having two different heavy/light chain pairs and two different binding sites. Bispecific antibodies can be produced by a variety of methods including fusion of hybridomas or linking of Fab′ fragments. See, e.g., Songsivilai, et al., (1990) Clin. Exp. Immunol. 79: 315-321, Kostelny, et al., (1992) J. Immunol. 148:1547-1553. In addition, bispecific antibodies may be formed as “diabodies” (Holliger, et al., (1993) PNAS USA 90:6444-6448) or as “Janusins” (Traunecker, et al., (1991) EMBO J. 10:3655-3659 and Traunecker, et al., (1992) Int. J. Cancer Suppl. 7:51-52).


In an embodiment of the invention, the term “fully human antibody” refers to an antibody which comprises human immunoglobulin protein sequences only (lacking non-human sequences). A fully human antibody may contain murine carbohydrate chains if produced in a mouse, in a mouse cell or in a hybridoma derived from a mouse cell. Similarly, “mouse antibody” refers to an antibody which comprises mouse immunoglobulin protein sequences only.


The present invention includes “chimeric antibodies”; in an embodiment of the invention, an antibody which comprises a variable region of the present invention fused or chimerized with an antibody region (e.g., constant region) from another, human or non-human species (e.g., mouse, horse, rabbit, dog, cow, chicken). These antibodies may be used e.g., to modulate the expression or activity of IGF1R in a non-human species.


“Single-chain Fv” or “sFv” antibody fragments have, in an embodiment of the invention, the VH and VL domains of an antibody, wherein these domains are present in a single polypeptide chain. Generally, the sFv polypeptide further comprises a polypeptide linker between the VH and VL domains which enables the sFv to form the desired structure for antigen binding. Techniques described for the production of single chain antibodies (U.S. Pat. Nos. 5,476,786; 5,132,405 and 4,946,778) can be adapted to produce anti-IGF1R-specific single chain antibodies. For a review of sFv see Pluckthun in The Pharmacology of Monoclonal Antibodies, vol. 113, Rosenburg and Moore eds. Springer-Verlag, N.Y., pp. 269-315 (1994).


In an embodiment of the invention, “disulfide stabilized Fv fragments” and “dsFv” refer to immunoglobulins comprising a variable heavy chain (VH) and a variable light chain (VL) which are linked by a disulfide bridge.


Antigen-binding fragments of antibodies within the scope of the present invention also include F(ab)2 fragments which may, in an embodiment of the invention, be produced by enzymatic cleavage of an IgG by, for example, pepsin. Fab fragments may be produced by, for example, reduction of F(ab)2 with dithiothreitol or mercaptoethylamine. A Fab fragment is, in an embodiment of the invention, a VL-CL chain appended to a VH-CH1 chain by a disulfide bridge. A F(ab)2 fragment is, in an embodiment of the invention, two Fab fragments which, in turn, are appended by two disulfide bridges. The Fab portion of an F(ab)2 molecule includes, in an embodiment of the invention, a portion of the Fc region between which disulfide bridges are located.


In an embodiment of the invention, an FV fragment is a VL or VH region.


Depending on the amino acid sequences of the constant domain of their heavy chains, immunoglobulins can be assigned to different classes. There are at least five major classes of immunoglobulins: IgA, IgD, IgE, IgG and IgM, and several of these may be further divided into subclasses (isotypes), e.g. IgG-1, IgG-2, IgG-3 and IgG-4; IgA-1 and IgA-2. As discussed herein, any such antibody or antigen-binding fragment thereof is within the scope of the present invention.


The anti-IGF1R antibodies of the invention may, in an embodiment of the invention, be conjugated to a chemical moiety. The chemical moiety may be, inter alia, a polymer, a radionuclide or a cytotoxic factor. In an embodiment of the invention, the chemical moiety is a polymer which increases the half-life of the antibody or antigen-binding fragment thereof in the body of a subject. Polymers include, but are not limited to, polyethylene glycol (PEG) (e.g., PEG with a molecular weight of 2 kDa, 5 kDa, 10 kDa, 12 kDa, 20 kDa, 30 kDa or 40 kDa), dextran and monomethoxypolyethylene glycol (mPEG). Lee, et al., (1999) (Bioconj. Chem. 10:973-981) discloses PEG conjugated single-chain antibodies. Wen, et al., (2001) (Bioconj. Chem. 12:545-553) disclose conjugating antibodies with PEG which is attached to a radiometal chelator (diethylenetriaminpentaacetic acid (DTPA)).


The antibodies and antibody fragments may, in an embodiment of the invention, be conjugated with labels such as 99Tc, 90Y, 111In, 32P, 14C, 125I, 3H, 131I, 11C, 15O, 13N, 18F, 35S, 51Cr, 57To, 226Ra, 60Co, 59Fe, 57Se, 152Eu, 67Cu, 217Ci, 211At, 212Pb, 47Sc, 109Pd, 234Th, and 40K, 157Gd, 55Mn, 52Tr, and 56Fe.


The antibodies and antibody fragments may also be, in an embodiment of the invention, conjugated with fluorescent or chemilluminescent labels, including fluorophores such as rare earth chelates, fluorescein and its derivatives, rhodamine and its derivatives, isothiocyanate, phycoerythrin, phycocyanin, allophycocyanin, o-phthaladehyde, fluorescamine, 152Eu, dansyl, umbelliferone, luciferin, luminal label, isoluminal label, an aromatic acridinium ester label, an imidazole label, an acridimium salt label, an oxalate ester label, an aequorin label, 2,3-dihydrophthalazinediones, biotin/avidin, spin labels and stable free radicals.


The antibodies and antibody fragments may also be, in an embodiment of the invention, conjugated to a cytotoxic factor such as diptheria toxin, Pseudomonas aeruginosa exotoxin A chain, ricin A chain, abrin A chain, modeccin A chain, alpha-sarcin, Aleurites fordii proteins and compounds (e.g., fatty acids), dianthin proteins, Phytoiacca americana proteins PAPI, PAPII, and PAP-S, momordica charantia inhibitor, curcin, crotin, saponaria officinalis inhibitor, mitogellin, restrictocin, phenomycin, and enomycin.


Any method known in the art for conjugating the antibodies or antigen-binding fragments thereof of the invention to the various moieties may be employed, including those methods described by Hunter, et al., (1962) Nature 144:945; David, et al., (1974) Biochemistry 13:1014; Pain, et al., (1981) J. Immunol. Meth. 40:219; and Nygren, J., (1982) Histochem. and Cytochem. 30:407. Methods for conjugating antibodies are conventional and very well known in the art.


In an embodiment of the invention, an IGF1R inhibitor is




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Further Therapeutic Agents

In an embodiment of the invention, an IGF1R inhibitor is provided in association with erlotinib, dasatanib, nilotinib, decatanib, panitumumab, amrubicin, oregovomab, Lep-etu, nolatrexed, azd2171, batabulin, ofatumumab, zanolimumab, edotecarin, tetrandrine, rubitecan, tesmilifene, oblimersen, ticilimumab, ipilimumab, gossypol, Bio 111, 131-I-TM-601, ALT-110, BIO 140, CC 8490, cilengitide, gimatecan, IL13-PE38QQR, INO 1001, IPdR, KRX-0402, lucanthone, LY 317615, neuradiab, vitespan, Rta 744, Sdx 102, talampanel, atrasentan, Xr 311, everolimus, trabectedin, abraxane, TLK 286, AV-299, DN-101, pazopanib, GSK690693, RTA 744, ON 0910.Na, AZD 6244 (ARRY-142886), AMN-107, TKI-258, GSK461364, AZD 1152, enzastaurin, vandetanib, ARQ-197, MK-0457, MLN8054, PHA-739358, R-763 or AT-9263.


Abraxane is an injectable suspension of paclitaxel protein-bound particles comprising an albumin-bound form of paclitaxel with a mean particle size of approximately 130 nanometers. Abraxane is supplied as a white to yellow, sterile, lyophilized powder for reconstitution with 20 mL of 0.9% Sodium Chloride Injection, USP prior to intravenous infusion. Each single-use vial contains 100 mg of paclitaxel and approximately 900 mg of human albumin. Each milliliter (mL) of reconstituted suspension contains 5 mg paclitaxel. Abraxane is free of solvents and is free of cremophor (polyoxyethylated castor oil).


In an embodiment of the invention, an IGF1R inhibitor is provided in association with romidepsin




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chlamydocin




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or vorinostat




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In an embodiment of the invention, an IGF1R inhibitor is provided in association with etoposide




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In an embodiment of the invention, an IGF1R inhibitor is provided in association with gemcitabine




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In an embodiment of the invention, an IGF1R inhibitor is provided in association with any compound disclosed in published U.S. patent application no. U.S. 2004/0209878A1 (e.g., comprising a core structure represented by




text missing or illegible when filed


or doxorubicin




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including Caelyx or Doxil® (doxorubicin HCl liposome injection; Ortho Biotech Products L.P; Raritan, N.J.). Doxil® comprises doxorubicin in STEALTH® liposome carriers which are composed of N-(carbonyl-methoxypolyethylene glycol 2000)-1,2-distearoyl-sn-glycero-3-phosphoethanolamine sodium salt (MPEG-DSPE); fully hydrogenated soy phosphatidylcholine (HSPC), and cholesterol.


In an embodiment of the invention, an IGF1R inhibitor is provided in association with 5′-deoxy-5-fluorouridine




text missing or illegible when filed


In an embodiment of the invention, an IGF1R inhibitor is provided in association with vincristine




text missing or illegible when filed


In an embodiment of the invention, an IGF1R inhibitor is provided in association with temozolomide




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any CDK inhibitor such as ZK-304709, Seliciclib (R-roscovitine)




text missing or illegible when filed


any MEK inhibitor such as PD0325901




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AZD-6244; capecitabine (5′-deoxy-5-fluoro-N-[(pentyloxy)carbonyl]-cytidine); or L-Glutamic acid, N-[4-[2-(2-amino-4,7-dihydro-4-oxo-1H-pyrrolo[2,3-d]pyrimidin-5-yl)ethyl]benzoyl]-, disodium salt, heptahydrate




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Pemetrexed disodium heptahydrate).


In an embodiment of the invention, an IGF1R inhibitor is provided in association with camptothecin




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Stork et al., J. Am. Chem. Soc. 93(16): 4074-4075 (1971); Beisler et al., J. Med. Chem. 14(11): 1116-1117 (1962)), irinotecan




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sold as Camptosar®; Pharmacia & Upjohn Co.; Kalamazoo, Mich.); a combination of irinotecan, 5-fluorouracil and leucovorin; or PEG-labeled irinotecan.


In an embodiment of the invention, an IGF1R inhibitor is provided in association with the FOLFOX regimen (oxaliplatin




text missing or illegible when filed


together with infusional fluorouracil




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and folinic acid




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(Chaouche et al., Am. J. Clin. Oncol. 23(3):288-289 (2000); de Gramont et al., J. Clin. Oncol. 18(16):2938-2947 (2000)).


In an embodiment of the invention, an IGF1R inhibitor is provided in association with an antiestrogen such as




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(tamoxifen; sold as Nolvadex® by AstraZeneca Pharmaceuticals LP; Wilmington, Del.) or




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(toremifene citrate; sold as Fareston® by Shire US, Inc.; Florence, Ky.).


In an embodiment of the invention, an IGF1R inhibitor is provided in association with an aromatase inhibitor such as




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(anastrazole; sold as Arimidex® by AstraZeneca Pharmaceuticals LP; Wilmington, Del.),




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(exemestane; sold as Aromasin® by Pharmacia Corporation; Kalamazoo, Mich.) or




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(letrozole; sold as Femara® by Novartis Pharmaceuticals Corporation; East Hanover, N.J.).


In an embodiment of the invention, an IGF1R inhibitor is provided in association with an estrogen such as DES (diethylstilbestrol),




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(estradiol; sold as Estrol® by Warner Chilcott, Inc.; Rockaway, N.J.) or conjugated estrogens (sold as Premarin® by Wyeth Pharmaceuticals Inc.; Philadelphia, Pa.).


In an embodiment of the invention, an IGF1R inhibitor is provided in association with anti-angiogenesis agents including bevacizumab (Avastin™; Genentech; San Francisco, Calif.), the anti-VEGFR-2 antibody IMC-1C11, other VEGFR inhibitors such as: CHIR-258




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any of the inhibitors set forth in WO2004/13145 (e.g., comprising the core structural formula:




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WO2004/09542 (e.g., comprising the core structural formula:




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WO00/71129 (e.g., comprising the core structural formula:




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WO2004/09601 (e.g., comprising the core structural formula:




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WO2004/01059 (e.g., comprising the core structural formula:




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WO01/29025 (e.g., comprising the core structural formula:




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WO02/32861 (e.g., comprising the core structural formula:




text missing or illegible when filed


or set forth in WO03/88900 (e.g., comprising the core structural formula




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3-[5-(methylsulfonylpiperadinemethyl)-indolyl]-quinolone; Vatalanib




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PTK/ZK; CPG-79787; ZK-222584), AG-013736



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and the VEGF trap (AVE-0005), a soluble decoy receptor comprising portions of VEGF receptors 1 and 2.


In an embodiment of the invention, an IGF1R inhibitor is provided in association with a LHRH (Lutenizing hormone-releasing hormone) agonist such as the acetate salt of [D-Ser(But) 6, Azgly 10] (pyro-Glu-His-Trp-Ser-Tyr-D-Ser(But)-Leu-Arg-Pro-Azgly-NH2 acetate [C59H84N18O14.(C2H4O2)x where x=1 to 2.4];




text missing or illegible when filed


(goserelin acetate; sold as Zoladex® by AstraZeneca UK Limited; Macclesfield, England),




text missing or illegible when filed


(leuprolide acetate; sold as Eligard® by Sanofi-Synthelabo Inc.; New York, N.Y.) or




text missing or illegible when filed


(triptorelin pamoate; sold as Trelstar® by Pharmacia Company, Kalamazoo, Mich.).


In an embodiment of the invention, an IGF1R inhibitor is provided in association with sunitinib or sunitinib malate




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In an embodiment of the invention, an IGF1R inhibitor is provided in association with a progestational agent such as




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(medroxyprogesterone acetate; sold as Provera® by Pharmacia & Upjohn Co.; Kalamazoo, Mich.),




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(hydroxyprogesterone caproate; 17-((1-Oxohexyl)oxy)pregn-4-ene-3,20-dione;), megestrol acetate or progestins.


In an embodiment of the invention, an IGF1R inhibitor is provided in association with selective estrogen receptor modulator (SERM) such as




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(raloxifene; sold as Evista® by Eli Lilly and Company; Indianapolis, Ind.).


In an embodiment of the invention, an IGF1R inhibitor is provided in association with an anti-androgen including, but not limited to:




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(bicalutamide; sold at CASODEX® by AstraZeneca Pharmaceuticals LP; Wilmington, Del.);




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(flutamide; 2-methyl-N-[4-nitro-3 (trifluoromethyl)phenyl] propanamide; sold as Eulexin® by Schering Corporation; Kenilworth, N.J.);




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(nilutamide; sold as Nilandron® by Aventis Pharmaceuticals Inc.; Kansas City, Mo.) and




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(Megestrol acetate; sold as Megace® by Bristol-Myers Squibb).


In an embodiment of the invention, an IGF1R inhibitor is provided in association with one or more inhibitors which antagonize the action of the EGF Receptor or HER2, including, but not limited to,




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erlotinib, Hidalgo et al., J. Clin. Oncol. 19(13): 3267-3279 (2001)), Lapatanib




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GW2016; Rusnak et al., Molecular Cancer Therapeutics 1:85-94 (2001); N-{3-Chloro-4-[(3-fluorobenzyl)oxy]phenyl}-6-[5-({[2-(methylsulfonypethyl]amino}methyl)-2-furyl]-4-quinazolinamine; PCT Application No. WO99/35146), Canertinib




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Erlichman et al., Cancer Res. 61(2):739-48 (2001); Smaill et al., J. Med. Chem. 43(7):1380-97 (2000)), ABX-EGF antibody (Abgenix, Inc.; Freemont, Calif.; Yang et al., Cancer Res. 59(6):1236-43 (1999); Yang et al., Crit. Rev Oncol Hematol. 38(1):17-23 (2001)), erbitux (U.S. Pat. No. 6,217,866; IMC-C225, cetuximab; Imclone; New York, N.Y.), EKB-569




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Wissner et al., J. Med. Chem. 46(1): 49-63 (2003)), PKI-166




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CGP-75166), GW-572016, any anti-EGFR antibody and any anti-HER2 antibody.


In an embodiment of the invention, an IGF1R inhibitor is provided in association with:




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(Ionafarnib; Sarasar™; Schering-Plough; Kenilworth, N.J.). In another embodiment, one of the following FPT inhibitors is provided in association with an IGF1R inhibitor:




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Other FPT inhibitors, that can be provided in association with an IGF1R inhibitor include BMS-214662




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Hunt et al., J. Med. Chem. 43(20):3587-95 (2000); Dancey et al., Curr. Pharm. Des. 8:2259-2267 (2002); (R)-7-cyano-2,3,4,5-tetrahydro-1-(1H-imidazol-4-ylmethyl)-3-(phenylmethyl)-4-(2-thienylsulfonyl)-1H-1,4-benzodiazepine)) and R155777 (tipifarnib; Garner et al., Drug Metab. Dispos. 30(7):823-30 (2002); Dancey et al., Curr. Pharm. Des. 8:2259-2267 (2002); (B)-6-[amino(4-chlorophenyl)(1-methyl-1H-imidazol-5-yl)-methyl]-4-(3-chlorophenyl)-1-methyl-2(1H)-quinolinone];




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sold as Zarnestra™; Johnson & Johnson; New Brunswick, N.J.).


In an embodiment of the invention, an IGF1R inhibitor is provided in association with




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(Amifostine);



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(NVP-LAQ824; Atadja et al., Cancer Research 64: 689-695 (2004)),



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(suberoyl analide hydroxamic acid),




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(Valproic acid; Michaelis et al., Mol. Pharmacol. 65:520-527 (2004)),




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(trichostatin A),




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(FK-228; Furumai et al., Cancer Research 62: 4916-4921 (2002)),



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(SU11248; Mendel et al., Clin. Cancer Res. 9(1):327-37 (2003)),




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(BAY43-9006; sorafenib),




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(KRN951),



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(Anastrozole; sold as Arimidex by AstraZeneca Pharmaceuticals LP; Wilmington, Del.); Asparaginase; Bacillus Calmette-Guerin (BCG) vaccine (Gamido et al., Cytobios. 90(360):47-65 (1997));




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(Busulfan; 1,4-butanediol, dimethanesulfonate; sold as Busulfex® by ESP Pharma, Inc.; Edison, N.J.);




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(Carboplatin; sold as Paraplatin® by Bristol-Myers Squibb; Princeton, N.J.);




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(Imatinib; sold as Gleevec® by Novartis Pharmaceuticals Corporation; East Hanover, N.J.);




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(Melphalan; sold as Alkeran® by Celgene Corporation; Warren, N.J.);




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octreotide




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Katz et al., Clin Pharm. 8(4):255-73 (1989); sold as Sandostatin LAR® Depot; Novartis Pharm. Corp; E. Hanover, N.J.); edotreotide (yttrium-90 labeled or unlabeled); oxaliplatin




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sold as Eloxatin™ by Sanofi-Synthelabo Inc.; New York, N.Y.);




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(Pamidronate; sold as Aredia® by Novartis Pharmaceuticals Corporation; East Hanover, N.J.);




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(Pentostatin; sold as Nipent® by Supergen; Dublin, Calif.);




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(Porfimer; sold as Photofrin® by Axcan Scandipharm Inc.; Birmingham, Ala.);




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Rituximab (sold as Rituxan® by Genentech, Inc.; South San Francisco, Calif.);




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or 13-cis-retinoic acid




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In an embodiment of the invention, an IGF1R inhibitor is provided in association with one or more of any of: phenylalanine mustard, uracil mustard, estramustine, altretamine, floxuridine, 5-deooxyuridine, cytosine arabinoside, 6-mercaptopurine, deoxycoformycin, calcitriol, vairubicin, mithramycin, vinblastine, vinorelbine, topotecan, razoxin, marimastat, COL-3, neovastat, BMS-275291, squalamine, endostatin, SU5416, SU6668, EMD121974, interleukin-12, IM862, angiostatin, vitaxin, droloxifene, idoxyfene, spironolactone, finasteride, cimitidine, trastuzumab, denileukin, diftitox, gefitinib, bortezimib, paclitaxel, docetaxel, epithilone B, BMS-247550 (see e.g., Lee et al., Clin. Cancer Res. 7:1429-1437 (2001)), BMS-310705, droloxifene (3-hydroxytamoxifen), 4-hydroxytamoxifen, pipendoxifene, ERA-923, arzoxifene, fulvestrant, acolbifene, lasofoxifene (CP-336156), idoxifene, TSE-424, HMR-3339, ZK186619, topotecan, PTK787/ZK 222584 (Thomas et al., Semin Oncol. 30(3 Suppl 6):32-8 (2003)), the humanized anti-VEGF antibody Bevacizumab, VX-745 (Haddad, Curr Opin. Investig. Drugs 2(8):1070-6 (2001)), PD 184352 (Sebolt-Leopold, et al. Nature Med. 5: 810-816 (1999)), any mTOR inhibitor, rapamycin




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sirolimus), 40-O-(2-hydroxyethyl)-rapamycin, CCI-779




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temsirolimus; Sehgal et al., Med. Res. Rev., 14:1-22 (1994); Elit, Curr. Opin. Investig. Drugs 3(8):1249-53 (2002)),




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LY294002, LY292223, LY292696, LY293684, LY293646 (Vlahos et al., J. Biol. Chem. 269(7): 5241-5248 (1994)), wortmannin, BAY-43-9006, (Wilhelm et al., Curr. Pharm. Des. 8:2255-2257 (2002)), ZM336372, L-779,450, any Raf inhibitor disclosed in Lowinger et al., Curr. Pharm Des. 8:2269-2278 (2002); flavopiridol (L86-8275/HMR 1275; Senderowicz, Oncogene 19(56): 6600-6606 (2000)) or UCN-01 (7-hydroxy staurosporine; Senderowicz, Oncogene 19(56): 6600-6606 (2000)).


In an embodiment of the invention, an IGF1R inhibitor is provided in association with one or more of any of the compounds set forth in U.S. Pat. No. 5,656,655, which discloses styryl substituted heteroaryl EGFR inhibitors; in U.S. Pat. No. 5,646,153 which discloses bis mono and/or bicyclic aryl heteroaryl carbocyclic and heterocarbocyclic EGFR and PDGFR inhibitors; in U.S. Pat. No. 5,679,683 which discloses tricyclic pyrimidine compounds that inhibit the EGFR; in U.S. Pat. No. 5,616,582 which discloses quinazoline derivatives that have receptor tyrosine kinase inhibitory activity; in Fry et al., Science 265 1093-1095 (1994) which discloses a compound having a structure that inhibits EGFR (see FIG. 1 of Fry et al.); in U.S. Pat. No. 5,196,446 which discloses heteroarylethenediyl or heteroarylethenediylaryl compounds that inhibit EGFR; in Panek, et al., Journal of Pharmacology and Experimental Therapeutics 283: 1433-1444 (1997) which disclose a compound identified as PD166285 that inhibits the EGFR, PDGFR, and FGFR families of receptors-PD166285 is identified as 6-(2,6-dichlorophenyl)-2-(4-(2-diethylaminoethoxy)phenylamino)-8-methyl-8H-pyrido(2,3-d)pyrimidin-7-one.


In an embodiment of the invention, an IGF1R inhibitor is provided in association with one or more of any of: pegylated or unpegylated interferon alfa-2a, pegylated or unpegylated interferon alfa-2b, pegylated or unpegylated interferon alfa-2c, pegylated or unpegylated interferon alfa n−1, pegylated or unpegylated interferon alfa n−3 and pegylated, unpegylated consensus interferon or albumin-interferon-alpha.


The term “interferon alpha” as used herein means the family of highly homologous species-specific proteins that inhibit cellular proliferation and modulate immune response. Typical suitable interferon-alphas include, but are not limited to, recombinant interferon alpha-2b, recombinant interferon alpha-2a, recombinant interferon alpha-2c, alpha 2 interferon, interferon alpha-n1 (INS), a purified blend of natural alpha interferons, a consensus alpha interferon such as those described in U.S. Pat. Nos. 4,897,471 and 4,695,623 (especially Examples 7, 8 or 9 thereof), or interferon alpha-n3, a mixture of natural alpha interferons.


Interferon alfa-2a is sold as ROFERON-A® by Hoffmann-La Roche (Nutley, N.J.).


Interferon alfa-2b is sold as INTRON-A® by Schering Corporation (Kenilworth, N.J.). The manufacture of interferon alpha 2b is described, for example, in U.S. Pat. No. 4,530,901.


Interferon alfa-n3 is a mixture of natural interferons sold as ALFERON N INJECTION® by Hemispherx Biopharma, Inc. (Philadelphia, Pa.).


Interferon alfa-n1 (INS) is a mixture of natural interferons sold as WELLFERON® by Glaxo-Smith-Kline (Research Triangle Park, N.C.).


Consensus interferon is sold as INFERGEN® by Intermune, Inc. (Brisbane, Calif.).


Interferon alfa-2c is sold as BEROFOR® by Boehringer Ingelheim Pharmaceutical, Inc. (Ridgefield, Conn.).


A purified blend of natural interferons is sold as SUMIFERON® by Sumitomo; Tokyo, Japan.


The term “pegylated interferon alpha” as used herein means polyethylene glycol modified conjugates of interferon alpha, preferably interferon alpha-2a and alpha-2b. The preferred polyethylene-glycol-interferon alpha-2b conjugate is PEG 12000-interferon alpha-2b. The phrases “12,000 molecular weight polyethylene glycol conjugated interferon alpha” and “PEG 12000-IFN alpha” as used herein include conjugates such as are prepared according to the methods of International Application No. WO 95/13090 and EP1039922 and containing urethane linkages between the interferon alpha-2a or -2b amino groups and polyethylene glycol having an average molecular weight of 12000. The pegylated inteferon alpha, PEG 12000-IFN-alpha-2b is available from Schering-Plough, Kenilworth, N.J.


Pegylated interferon alfa-2b is sold as PEG-INTRON® by Schering Corporation (Kenilworth, N.J.).


Pegylated interferon-alfa-2a is sold as PEGASYS® by Hoffmann-La Roche (Nutley, N.J.).


Other interferon alpha conjugates can be prepared by coupling an interferon alpha to a water-soluble polymer. A non-limiting list of such polymers includes other polyalkylene oxide homopolymers such as polypropylene glycols, polyoxyethylenated polyols, copolymers thereof and block copolymers thereof. As an alternative to polyalkylene oxide-based polymers, effectively non-antigenic materials such as dextran, polyvinylpyrrolidones, polyacrylamides, polyvinyl alcohols, carbohydrate-based polymers and the like can be used. Such interferon alpha-polymer conjugates are described, for example, in U.S. Pat. No. 4,766,106, U.S. Pat. No. 4,917,888, European Patent Application No. 0 236 987 or 0 593 868 or International Publication No. WO 95/13090.


Pharmaceutical compositions of pegylated interferon alpha suitable for parenteral administration can be formulated with a suitable buffer, e.g., Tris-HCl, acetate or phosphate such as dibasic sodium phosphate/monobasic sodium phosphate buffer, and pharmaceutically acceptable excipients (e.g., sucrose), carriers (e.g. human plasma albumin), toxicity agents (e.g., NaCl), preservatives (e.g., thimerosol, cresol or benzyl alcohol), and surfactants (e.g., tween or polysorbates) in sterile water for injection. The pegylated interferon alpha can be stored as lyophilized powder under refrigeration at 2°-8° C. The reconstituted aqueous solutions are stable when stored between 2° and 8° C. and used within 24 hours of reconstitution. See for example U.S. Pat. Nos. 4,492,537; 5,762,923 and 5,766,582. The reconstituted aqueous solutions may also be stored in prefilled, multi-dose syringes such as those useful for delivery of drugs such as insulin. Typical, suitable syringes include systems comprising a prefilled vial attached to a pen-type syringe such as the NOVOLET® Novo Pen available from Novo Nordisk or the REDIPEN®, available from Schering Corporation, Kenilworth, N.J. Other syringe systems include a pen-type syringe comprising a glass cartridge containing a diluent and lyophilized pegylated interferon alpha powder in a separate compartment.


The scope of the present invention also includes compositions comprising an IGF1R inhibitor in association with one or more other anti-cancer chemotherapeutic agents (e.g., as described herein) in association with one or more antiemetics including, but not limited to, casopitant (GlaxoSmithKline), Netupitant (MGI-Helsinn) and other NK-1 receptor antagonists, palonosetron (sold as Aloxi by MGI Pharma), aprepitant (sold as Emend by Merck and Co.; Rahway, N.J.), diphenhydramine (sold as Benadryl® by Pfizer; New York, N.Y.), hydroxyzine (sold as Atarax® by Pfizer; New York, N.Y.), metoclopramide (sold as Reglan® by AH Robins Co,; Richmond, Va.), lorazepam (sold as Ativan® by Wyeth; Madison, N.J.), alprazolam (sold as Xanax® by Pfizer; New York, N.Y.), haloperidol (sold as Haldol® by Ortho-McNeil; Raritan, N.J.), droperidol (Inapsine®), dronabinol (sold as Marinol® by Solvay Pharmaceuticals, Inc.; Marietta, Ga.), dexamethasone (sold as Decadron® by Merck and Co.; Rahway, N.J.), methylprednisolone (sold as Medrol® by Pfizer; New York, N.Y.), prochlorperazine (sold as Compazine® by Glaxosmithkline; Research Triangle Park, N.C.), granisetron (sold as Kytril® by Hoffmann-La Roche Inc.; Nutley, N.J.), ondansetron (sold as Zofran® by Glaxosmithkline; Research Triangle Park, N.C.), dolasetron (sold as Anzemet® by Sanofi-Aventis; New York, N.Y.), tropisetron (sold as Navoban® by Novartis; East Hanover, N.J.).


Compositions comprising an antiemetic are useful for preventing or treating nausea; a common side effect of anti-cancer chemotherapy. Accordingly, the present invention also includes methods for treating or preventing cancer in a subject by administering an IGF1R inhibitor optionally in association with one or more other chemotherapeutic agents (e.g., as described herein) and/or optionally in association with one or more antiemetics.


Other side effects of cancer treatment include red and white blood cell deficiency. Accordingly, the present invention includes compositions comprising an IGF1R inhibitor optionally in association with an agent which treats or prevents such a deficiency, such as, e.g., pegfilgrastim, erythropoietin, epoetin alfa or darbepoetin alfa.


The present invention further comprises a method for treating or preventing any stage or type of any medical condition set forth herein by administering an IGF1R inhibitor in association with a therapeutic procedure such as surgical tumorectomy or anti-cancer radiation treatment; optionally in association with a further chemotherapeutic agent and/or antiemetic, for example, as set forth above.


The term “in association with” indicates that the components of a composition of the invention (e.g., anti-IGF1R antibody or antigen-binding fragment thereof along with imatinib) can be formulated into a single composition for simultaneous delivery or formulated separately into two or more compositions (e.g., a kit). Furthermore, each component can be administered to a subject at a different time than when the other component is administered; for example, each administration may be given non-simultaneously (e.g., separately or sequentially) at several intervals over a given period of time. Moreover, the separate components may be administered to a subject by the same or by a different route (e.g., wherein an anti-IGF1R antibody is administered parenterally and gosrelin acetate is administered orally).


Therapeutic Methods, Dosage and Administration

The present invention provides methods for determining the expression levels of any of the genes set forth in table 1 or table 3 in a subject receiving IGF1R inhibitor therapy. In an embodiment of the invention, the subject suffers from a medical condition mediated by cellular IGF1R expression or activity or the expression or activity of any member of the IGF1R pathway (including e.g., IRS-1, PI3 kinase, ERK2 or AKT). In an embodiment of the invention, the medical condition is any of the following: osteosarcoma, rhabdomyosarcoma, neuroblastoma, any pediatric cancer, kidney cancer, leukemia, renal transitional cell cancer, Werner-Morrison syndrome, acromegaly, bladder cancer, Wilm's cancer, ovarian cancer, pancreatic cancer, benign prostatic hyperplasia, breast cancer, prostate cancer, bone cancer, lung cancer, gastric cancer, colorectal cancer, cervical cancer, synovial sarcoma, diarrhea associated with metastatic carcinoid, vasoactive intestinal peptide secreting tumors, gigantism, psoriasis, atherosclerosis, smooth muscle restenosis of blood vessels and inappropriate microvascular proliferation, head and neck cancer, squamous cell carcinoma, multiple myeloma, solitary plasmacytoma, renal cell cancer, retinoblastoma, germ cell tumors, hepatoblastoma, hepatocellular carcinoma, melanoma, rhabdoid tumor of the kidney, Ewing Sarcoma, chondrosarcoma, haemotological malignancy, chronic lymphoblastic leukemia, chronic myelomonocytic leukemia, acute lymphoblastic leukemia, acute lymphocytic leukemia, acute myelogenous leukemia, acute myeloblastic leukemia, chronic myeloblastic leukemia, Hodgekin's disease, non-Hodgekin's lymphoma, chronic lymphocytic leukemia, chronic myelogenous leukemia, myelodysplastic syndrome, hairy cell leukemia, mast cell leukemia, mast cell neoplasm, follicular lymphoma, diffuse large cell lymphoma, mantle cell lymphoma, Burkitt Lymphoma, mycosis fungoides, seary syndrome, cutaneous T-cell lymphoma, chronic myeloproliferative disorders, a cental nervous system tumor, brain cancer, glioblastoma, non-glioblastoma brain cancer, meningioma, pituitary adenoma, vestibular schwannoma, a primitive neuroectodermal tumor, medulloblastoma, astrocytoma, anaplastic astrocytoma, oligodendroglioma, ependymoma and choroid plexus papilloma, a myeloproliferative disorder, polycythemia vera, thrombocythemia, idiopathic myelfibrosis, soft tissue sarcoma, thyroid cancer, endometrial cancer, carcinoid cancer, germ cell tumors, liver cancer, gigantism, psoriasis, atherosclerosis, smooth muscle restenosis of blood vessels, inappropriate microvascular proliferation, acromegaly, gigantism, psoriasis, atherosclerosis, smooth muscle restenosis of blood vessels or inappropriate microvascular proliferation, Grave's disease, multiple sclerosis, systemic lupus erythematosus, Hashimoto's Thyroiditis, Myasthenia Gravis, auto-immune thyroiditis and Bechet's disease.


The IGF1R inhibitors discussed herein (e.g., anti-IGF1R antibodies and antigen-binding fragments thereof) and compositions thereof are, in an embodiment of the invention, administered at a therapeutically effective dosage. The term “therapeutically effective amount” or “therapeutically effective dosage” means that amount or dosage of an IGF1R inhibitor or composition thereof that will elicit a biological or medical response of a tissue, system, patient, subject or host that is being sought by the administrator (such as a researcher, doctor or veterinarian) which includes any measurable alleviation of the signs, symptoms and/or clinical indicia of a medical disorder, such as cancer (e.g., tumor growth and/or metastasis) including the prevention, slowing or halting of progression of the medical disorder to any degree whatsoever. For example, in one embodiment of the invention, a “therapeutically effective dosage” of any anti-IGF1R antibody or antigen-binding fragment thereof discussed herein (e.g., an anti-IGF1R antibody comprising mature LCC, LCD, LCE or LCF light chain and/or mature HCA or HCB heavy chain) is between about 0.3 and 20 mg/kg of body weight (e.g., about 0.3 mg/kg of body weight, about 0.6 mg/kg of body weight, about 0.9 mg/kg of body weight, about 1 mg/kg of body weight, about 2 mg/kg of body weight, about 3 mg/kg of body weight, about 4 mg/kg of body weight, about 5 mg/kg of body weight, about 6 mg/kg of body weight, about 7 mg/kg of body weight, about 8 mg/kg of body weight, about 9 mg/kg of body weight, about 10 mg/kg of body weight, about 11 mg/kg of body weight, about 12 mg/kg of body weight, about 13 mg/kg of body weight, about 14 mg/kg of body weight, about 15 mg/kg of body weight, about 16 mg/kg of body weight, about 17 mg/kg of body weight, about 18 mg/kg of body weight, about 19 mg/kg of body weight, about 20 mg/kg of body weight), about once per week to about once every 3 weeks (e.g., about once every 1 week or once every 2 weeks or once every 3 weeks). The therapeutically effective dosage of an IGF1R inhibitor or any further therapeutic agent is, when possible, as set forth in the Physicians' Desk Reference.


Biomarkers for Sensitivity to IGF1R Inhibitors and Uses Thereof

Genes upregulated in sensitive cells relative to resistant cells are:


TRE2;
SMC4;
TRIB2;
TLE4;
BMP7;
PCDHGC3;
AUTS2;

C14orf132;


CERK;
HDGFRP3;
TCF4;
MEIS2;
EML4;

C7orf41;


KIAA1450;
ZNF136;
D15F37
CDK6
TIMP
Clu; and
PRL1

Genes downregulated in sensitive cells relative to resistant cells are:


ACAT1;
ALDOC;

C6orf192;


COL4A5;
C1QBP;
CRIP1;
DEADC1;
GSTK1
GSTO2;
PPAPDC1B;
TMEM107;
JOSD3;
TMEM77;
MST1;
MT1E;
PARVB;
PRDX4;
RASGEF1A;
RPL14;
IFI30;
ATF1;
ACADVL;
FBXO6;
NQO2;
TMEM64;
ZFAND1;
TMED5;
PDIA5;
MYO1C;
GNPTAB;
LACTB2;
RPL22;
TSPAN4;
RPL15;
PCCB;
CRYZ;
DNAJC10;

C19orf54;


HSPE1; and

hqp0376


Embodiments of the present include those in which any of the foregoing genes comprise any of the following nucleotide sequences or any allelic variant thereof (e.g., a sequence conserved variant or a functionally conserved variant thereof):


Sequence Accession No.: NM004505
Gene: TRE2










(SEQ ID NO: 99)










atggacatgg tagagaatgc agatagtttg caggcacagg agcggaagga catacttatg
  60






aagtatgaca agggacaccg agctgggctg ccagaggaca aggggcctga gcccgctgga
 120





atcaacagca gcattgatcg ctttggcatt ttgcatgaga cggagctgcc tcctgtgact
 180





gcacgggagg cgaagaaaac tcggcgggag atgacacgaa cgagcaagtg gatggaaatg
 240





ccgggagaac gggagacata taagcacagt agcaaactca tagaccgagt gtacaaggga
 300





attcccatga acatccgggg cccggtgtgg tcagtcctcc tgaacattca ggaaaccaag
 360





ttgaaaaacc ccggaagata ccagatcatg aaggagaggg gcaagaggtc atctgaacac
 420





atccaccaca tcgacctgga cgtgaggacg actctccgga accatgtctt ctttagggat
 480





cgacatggag ccaagcagag ggaactattc tacatcctcc tggcctattc ggagtataac
 540





ccggaggtgg gctactgcag ggacctgagc cacatcaccg ccttgttcct ccttcatctg
 600





cctgaggagg acgcattctg ggcactggtg cagctgctgg ccagtgagag gcactccctg
 660





ccaggatccc acagcccaaa tggtgggaca gtccaggggc tccaagacca acaggagcat
 720





gtggtaccca agtcacaacc caagaccatg tggcatcagg acaaggaagg tctatgcggg
 780





cagtgtgcct cgttaggctg ccttctccgg aacctgattg acgggatctc tctcgggctc
 840





accctgcgcc tgtgggacgt gtatttggtg gaaggagaac aggtgttgat gccaataacc
 900





agcattgctc ttaaggttca gcagaagcgc ctcatgaaga catccaggtg tggcctgtgg
 960





gcacgtctgc ggaaccaatt cttcgatacc tgggccatga acgatgacac cgtgctcaag
1020





catcttaggg cctctacgaa gaaactaaca aggaagcaag gggacctgcc acccccagcc
1080





aaacgcgagc aagggtcctt ggcacccagg cccgtgccgg cttcacgtgg tgggaagacc
1140





ctctgcaagg ggtataggca ggcccctcca ggcccaccag cccagttcca gcggcccatt
1200





tgctcagctt ccccgccatg ggcatctcgt ttttccacgc cctgtcctgg tggggctgtc
1260





cgggaagaca cgtaccctgt gggcactcag ggtgtgccca gcctggccct ggctcaggga
1320





ggacctcagg gttcctggag attcctggag tggaagtcaa tgccccggct cccaacggac
1380





ctggatatag ggggcccctg gttcccccat tatgattttg aatggagctg ctgggtccgt
1440





gccatatccc aggaggacca gctggccacc tgctggcagg ctgaacactg cggagaggtt
1500





cacaacaaag atatgagttg gcctgaggag atgtctttta cagcaaatag tagtaaaata
1560





gatagacaaa aggttcccac agaaaaggga gccacaggtc taagcaacct gggaaacaca
1620





tgcttcatga actcaagcat ccagtgcgtt agtaacacac agccactgac acagtatttt
1680





atctcaggga gacatcttta tgaactcaac aggacaaatc ccattggtat gaaggggcat
1740





atggctaaat gctatggtga tttagtgcag gaactctgga gtggaactca gaagagtgtt
1800





gccccattaa agcttcggcg gaccatagca aaatatgctc ccaagtttga tgggtttcag
1860





caacaagact cccaagaact tctggctttt ctcttggatg gtcttcatga agatctcaac
1920





cgagcccatg aaaagccata tgtggaactg aaggacagtg atggccgacc agactgggaa
1980





gtagctgcag aggcctggga caaccatcta agaagaaata gatcaattat tgtggatttg
2040





ttccatgggc agctaagatc tcaagtcaaa cgcaagacat gtgggcatat aagtgtccga
2100





tttgaccctt tcaatttttt gtctttgcca ctaccaatgg acagttacat ggacttagaa
2160





ataacagtga ttaagttaga tggtactacc cctgtacggt atggactaag actgaatatg
2220





gatgaaaagt acacaggttt aaaaaaacag ctgagggatc tctgtggact taattcagaa
2280





caaatcctac tagcagaagt acatgattcc aacataaaga actttcctca ggataaccaa
2340





aaagtacaac tctcagtgag cggatttttg tgtgcatttg aaattcctgt cccttcatct
2400





ccaatttcag cttctagtcc aacacaaata gatttctcct cttcaccatc tacaaatgga
2460





atgttcaccc taactaccaa tggggaccta cccaaaccaa tattcatccc caatagaatg
2520





ccaaacactg ttgtgccatg tggaactgag aagaacttca caaatggaat ggttaatggt
2580





cacatgccat ctcttcctga cagccccttt acaggttaca tcattgcagt ccaccgaaaa
2640





atgatgagga cagaactgta tttcctgtca cctcaggaga atcgccccag cctctttgga
2700





atgccattga ttgttccatg cactgtgcat acccggaaga aagacctata tgatgcggtt
2760





tggattcaag tatcctggtt agcaagacca ctcccacctc aggaagctag tattcatgcc
2820





caggatcgtg ataactgtat gggctatcaa tatccattca ctctacgagt tgtgcagaaa
2880





gatgggaact cctgtgcttg gtgcccacag tatagatttt gcagaggctg taaaattgat
2940





tgtggggaag acagagcttt cattggaaat gcctatattg ctgtggattg gcaccccaca
3000





gcccttcacc ttcgctatca aacatcccag gaaagggttg tagataagca tgagagtgtg
3060





gagcagagtc ggcgagcgca agccgagccc atcaacctgg acagctgtct ccgtgctttc
3120





accagtgagg aagagctagg ggaaagtgag atgtactact gttccaagtg taagacccac
3180





tgcttagcaa caaagaagct ggatctctgg aggcttccac ccttcctgat tattcacctt
3240





aagcgatttc aatttgtaaa tgatcagtgg ataaaatcac agaaaattgt cagatttctt
3300





cgggaaagtt ttgatccgag tgcttttttg gtaccacgag acccggccct ctgccagcat
3360





aaaccactca caccccaggg ggatgagctc tccaagccca ggattctggc aagagaggtg
3420





aagaaagtgg atgcgcagag ttcggctgga aaagaggaca tgctcctaag caaaagccca
3480





tcctcactca gcgctaacat cagcagcagc ccaaaaggtt ctccttcttc atcaagaaaa
3540





agtggaacca gctgtccctc cagcaaaaac agcagcccta atagcagccc acggactttg
3600





gggaggagca aagggaggct ccggctgccc cagattggca gcaaaaataa gccgtcaagt
3660





agtaagaaga acttggatgc cagcaaagag aatggggctg ggcagatctg tgagctggct
3720





gacgccttga gccgagggca tatgcggggg ggcagccaac cagagctggt cactcctcag
3780





gaccatgagg tagctttggc caatggattc ctttatgagc atgaagcatg tggcaatggc
3840





tgtggcgatg gctacagcaa tggtcagctt ggaaaccaca gtgaagaaga cagcactgat
3900





gaccaaagag aagacactca tattaagcct atttataatc tatatgcaat ttcatgccat
3960





tcaggaattc tgagtggggg ccattacatc acttatgcca aaaacccaaa ctgcaagtgg
4020





tactgttata atgacagcag ctgtgaggaa cttcaccctg atgaaattga caccgactct
4080





gcctacattc ttttctatga gcagcagggg atagactacg cacaatttct gccaaagatt
4140





gatggcaaaa agatggcaga cacaagcagt acggatgaag actctgagtc tgattacgaa
4200





aagtactcta tgttacagta a
4221






Sequence Accession No.: NM001002799
Gene: SMC4










(SEQ ID NO: 100)










atgccccgta aaggcaccca gccctccact gcccggcgca gagaggaagg gccgccgccg
  60






ccgtcccctg acggcgccag cagcgacgcg gagcctgagc cgccgtccgg ccgcacggag
 120





agcccagcca ccgccgcagc aatgaccaat gaagctggag ctcctcggct tatgataact
 180





catattgtaa accagaactt caaatcctat gctggggaga aaattctggg acctttccat
 240





aagcgctttt cctgtattat cgggccaaat ggcagtggca aatccaatgt tattgattct
 300





atgctttttg tgtttggcta tcgagcacaa aaaataagat ctaaaaaact ctcagtatta
 360





atacataatt ctgatgaaca caaggacatt cagagttgta cagtagaagt tcattttcaa
 420





aagataattg ataaggaagg ggatgattat gaagtcattc ctaacagtaa tttctatgta
 480





tccagaacgg cctgcagaga taatacttct gtctatcaca taagtggaaa gaaaaagaca
 540





tttaaggatg ttggaaatct tcttcgaagc catggaattg acttggacca taatagattt
 600





ttaattttac agggtgaagt tgaacaaatt gctatgatga aaccaaaagg ccagactgaa
 660





cacgatgagg gtatgcttga atatttagaa gatataattg gttgtggacg gctaaatgaa
 720





cctattaaag tcttgtgtcg gagagttgaa atattaaatg aacacagagg agagaagtta
 780





aacagggtaa agatggtgga aaaggaaaag gatgccttag aaggagagaa aaacatagct
 840





atcgaatttc ttaccttgga aaatgaaata tttagaaaaa agaatcatgt ttgtcaatat
 900





tatatttatg agttgcagaa acgaattgct gaaatggaaa ctcaaaagga aaaaattcat
 960





gaagatacca aagaaattaa tgagaagagc aatatactat caaatgaaat gaaagctaag
1020





aataaagatg taaaagatac agaaaagaaa ctgaataaaa ttacaaaatt tattgaggag
1080





aataaagaaa aatttacaca gctagatttg gaagatgttc aagttagaga aaagttaaaa
1140





catgccacga gtaaagccaa aaaactggag aaacaacttc aaaaagataa agaaaaggtt
1200





gaagaattta aaagtatacc tgccaagagt aacaatatca ttaatgaaac aacaaccaga
1260





aacaatgccc tcgagaagga aaaagagaaa gaagaaaaaa aattaaagga agttatggat
1320





agccttaaac aggaaacaca agggcttcag aaagaaaaag aaagtcgaga gaaagaactt
1380





atgggtttca gcaaatcggt aaatgaagca cgttcaaaga tggatgtagc ccagtcagaa
1440





cttgatatct atctcagtcg tcataatact gcagtgtctc aattaactaa ggctaaggaa
1500





gctctaattg cagcttctga gactctcaaa gaaaggaaag ctgcaatcag agatatagaa
1560





ggaaaactcc ctcaaactga acaagaatta aaggagaaag aaaaagaact tcaaaaactt
1620





acacaagaag aaacaaactt taaaagtttg gttcatgatc tctttcaaaa agttgaagaa
1680





gcaaagagct cattagcaat gaatcgaagt agggggaaag tccttgatgc aataattcaa
1740





gaaaaaaaat ctggcaggat tccaggaata tatggaagat tgggggactt aggagccatt
1800





gatgaaaaat acgacgtggc tatatcatcc tgttgtcatg cactggacta cattgttgtt
1860





gattctattg atatagccca agaatgtgta aacttcctta aaagacaaaa tattggagtt
1920





gcaaccttta taggtttaga taagatggct gtatgggcga aaaagatgac cgaaattcaa
1980





actcctgaaa atactcctcg tttatttgat ttagtaaaag taaaagatga gaaaattcgc
2040





caagcttttt attttgcttt acgagatacc ttagtagctg acaacttgga tcaagccaca
2100





agagtagcat atcaaaaaga tagaagatgg agagtggtaa ctttacaggg acaaatcata
2160





gaacagtcag gtacaatgac tggtggtgga agcaaagtaa tgaaaggaag aatgggttcc
2220





tcacttgtta ttgaaatctc tgaagaagag gtaaacaaaa tggaatcaca gttgcaaaac
2280





gactctaaaa aagcaatgca aatccaagaa cagaaagtac aacttgaaga aagagtagtt
2340





aagttacggc atagtgaacg agaaatgagg aacacactag aaaaatttac tgcaagcatc
2400





cagcgtttaa tagagcaaga agaatatttg aatgtccaag ttaaggaact tgaagctaat
2460





gtacttgcta cagcccctga caaaaaaaag cagaaattgc tagaagaaaa cgttagtgct
2520





ttcaaaacag aatatgatgc tgtggctgag aaagctggta aagtagaagc tgaggttaaa
2580





cgcttacaca ataccatcgt agaaatcaat aatcataaac tcaaggccca acaagacaaa
2640





cttgataaaa taaataagca attagatgaa tgtgcttctg ctattactaa agcccaagta
2700





gcaatcaaga ctgctgacag accttcaaaa ggcacaagac tctgtcttgc gtacagagaa
2760





agaaataaaa gatactga
2778






Sequence Accession No.: NM021643
Gene: TRIB2










(SEQ ID NO: 101)










atgaacatac acaggtctac ccccatcaca atagcgagat atgggagatc gcggaacaaa
  60






acccaggatt tcgaagagtt gtcgtctata aggtccgcgg agcccagcca gagtttcagc
 120





ccgaacctcg gctccccgag cccgcccgag actccgaact tgtcgcattg cgtttcttgt
 180





atcgggaaat acttattgtt ggaacctctg gagggagacc acgtttttcg tgccgtgcat
 240





ctgcacagcg gagaggagct ggtgtgcaag gtgtttgata tcagctgcta ccaggaatcc
 300





ctggcaccgt gcttttgcct gtctgctcat agtaacatca accaaatcac tgaaattatc
 360





ctgggtgaga ccaaagccta tgtgttcttt gagcgaagct atggggacat gcattccttc
 420





gtccgcacct gcaagaagct gagagaggag gaggcagcca gactgttcta ccagattgcc
 480





tcggcagtgg cccactgcca tgacgggggg ctggtgctgc gggacctcaa gctgcggaaa
 540





ttcatcttta aggacgaaga gaggactcgg gtcaagctgg aaagcctgga agacgcctac
 600





attctgcggg gagatgatga ttccctctcc gacaagcatg gctgcccggc ttacgtaagc
 660





ccagagatct tgaacaccag tggcagctac tcgggcaaag cagccgacgt gtggagcctg
 720





ggggtgatgc tgtacaccat gttggtgggg cggtaccctt tccatgacat tgaacccagc
 780





tccctcttca gcaagatccg gcgtggccag ttcaacattc cagagactct gtcgcccaag
 840





gccaagtgcc tcatccgaag cattctgcgt cgggagccct cagagcggct gacctcgcag
 900





gaaattctgg accatccttg gttttctaca gattttagcg tctcgaattc agcatatggt
 960





gctaaggaag tgtctgacca gctggtgccg gacgtcaaca tggaagagaa cttggaccct
1020





ttctttaact ga
1032






Sequence Accession No.: NM007005

Gene: Homo sapiens transducin-like enhancer of split 4 (E(sp1) homolog, Drosophila) (TLE4)










(SEQ ID NO: 102)










atgattcgcg acctgagcaa gatgtacccg cagaccagac acccggcacc gcatcagcct
  60






gctcaaccct ttaaatttac aatttccgaa tcctgtgatc ggattaagga agagtttcag
 120





tttttacagg ctcaatacca cagtctgaag ctggaatgtg agaaactcgc cagtgagaag
 180





acagagatgc agcggcatta tgtcatgtat tatgaaatgt cctatgggtt gaatatagaa
 240





atgcacaagc aggcagagat tgtcaagagg ctgaatgcta tctgtgcaca agtcatccct
 30O





ttcctgtccc aagagcacca gcaacaagtg gtgcaggctg tggaacgggc caagcaggtg
 360





accatggcag aactgaacgc catcattggg caacaactcc aggcccagca tttatcacat
 420





ggacatggtc tccccgtacc tctgactcca cacccttcag ggctccagcc ccctgccatt
 480





ccacccatcg gtagcagtgc cgggcttctg gccctctcca gtgctctagg aggtcagtcc
 540





catcttccaa ttaaagatga gaagaagcac catgacaatg atcaccaaag agacagagac
 600





tccatcaaga gctcttcagt atccccatca gccagtttcc gaggtgctga gaagcacaga
 660





aactccgcag actactcctc agagagcaaa aagcagaaaa ctgaagaaaa ggaaattgca
 720





gctcgttatg acagcgatgg tgagaaaagt gatgacaact tggtggttga cgtttccaat
 780





gaggacccat cttcccctcg agggagccca gcacattccc ccagagagaa tggcctagac
 840





aagacacgcc tgctcaagaa agatgccccg attagtccag cctctattgc atcttccagc
 900





agtactccct cctccaaatc caaagaactt agccttaatg aaaaatctac tactcccgtc
 960





tcaaagtcca atacccctac tccacgaact gatgcgccca ccccaggcag taactctact
1020





cccggattga ggcctgtacc tggaaaacca ccaggagttg accctttggc ctcaagccta
1080





aggaccccaa tggcagtacc ttgtccatat ccaactccat ttgggattgt gccccatgct
1140





ggaatgaacg gagagctgac cagccccgga gcggcctacg ctgggctcca caacatctcc
1200





cctcagatga gcgcagctgc tgccgccgcc gctgctgctg ccgcctacgg gagatcacca
1260





gtggtgggat ttgatccaca ccatcacatg cgtgtgccag caatacctcc aaacctgaca
1320





ggcattccag gaggaaaacc agcatactcc ttccatgtta gcgcagatgg tcagatgcag
1380





cctgtccctt ttccacccga cgccctcatc ggacctggaa tcccccggca tgctcgccag
1440





atcaacaccc tcaaccacgg ggaggtggtg tgcgcggtga ccatcagcaa ccccacgaga
1500





cacgtgtaca cgggtgggaa gggctgcgtc aaggtctggg acatcagcca cccaggcaat
1560





aagagtcctg tctcccagct cgactgtccg aacagggata actacatccg ttcctgcaga
1620





ttgctccctg atggtcgcac cctaattgtt ggaggggaag ccagtacttt gtccatttgg
1680





gacctggcgg ctccaacccc acgcatcaag gcagagctga catcctcggc ccccgcctgc
1740





tatgccctgg ccatcagccc cgattccaag gtctgcttct catgctgcag cgacggcaac
1800





atcgctgtgt gggatctgca caaccagacc ttggtgaggc aattccaggg ccacacagat
1860





ggagccagct gtattgacat ttctaatgat ggcaccaagc tctggacagg tggtttggac
1920





aacacggtca ggtcctggga cctgcgcgag gggcggcagc tgcagcagca cgacttcacc
1980





tcccagatct tttctctggg ctactgccca actggagagt ggcttgcagt ggggatggag
2040





aacagcaatg tggaagtttt gcatgtcacc aagccagaca aataccaact acatctccat
2100





gagagctgtg tgctgtcgct caagtttgcc cattgtggca aatggtttgt aagcactgga
2160





aaggacaacc ttctgaatgc ctggagaaca ccttatgggg ccagtatatt ccagtccaaa
2220





gaatcctcat cggtgcctag ctgtgacatc tccgtggacg acaaatacat tgtcactggc
2280





tctggggata agaaggccac agtttatgaa gttatttatt aa
2322






Sequence Accession No.: NM001719

Gene: Homo sapiens bone morphogenetic protein 7 (osteogenic protein 1) (BMP7)










(SEQ ID NO: 103)










atgcacgtgc gctcactgcg agctgcggcg ccgcacagct tcgtggcgct ctgggcaccc
  60






ctgttcctgc tgcgctccgc cctggccgac ttcagcctgg acaacgaggt gcactcgagc
 120





ttcatccacc ggcgcctccg cagccaggag cggcgggaga tgcagcgcga gatcctctcc
 180





attttgggct tgccccaccg cccgcgcccg cacctccagg gcaagcacaa ctcggcaccc
 240





atgttcatgc tggacccgta caacgccatg gcggtggagg agggcggcgg gcccggcggc
 300





cagggcttct cctaccccta caaggccgtc ttcagcaccc agggcccccc tctggccagc
 360





ctgcaagata gccatttcct caccgacgcc gacatggtca tgagcttcgt caacctcgtg
 420





gaacatgaca aggaattctt ccacccacgc taccaccatc gagagttccg gtttgatctt
 480





tccaagatcc cagaagggga agctgtcacg gcagccgaat tccggatcta caaggactac
 540





atccgggaac gcttcgacaa tgagacgttc cggatcagcg tttatcaggt gctccaggag
 600





cacttgggca gggaatcgga tctcttcctg ctcgacagcc gtaccctctg ggcctcggag
 660





gagggctggc tggtgtttga catcacagcc accagcaacc actgggtggt caatccgcgg
 720





cacaacctgg gcctgcagct ctcggtggag acgctggatg ggcagagcat caaccccaag
 780





ttggcgggcc tgattgggcg gcacgggccc cagaacaagc agcccttcat ggtggctttc
 840





ttcaaggcca cggaggtcca cttccgcagc atccggtcca cggggagcaa acagcgcagc
 900





cagaaccgct ccaagacgcc caagaaccag gaagccctgc ggatggccaa cgtggcagag
 960





aacagcagca gcgaccagag gcaggcctgt aagaagcacg agctgtatgt cagcttccga
1020





gacctgggct ggcaggactg gatcatcgcg cctgaaggct acgccgccta ctactgtgag
1080





ggggagtgtg ccttccctct gaactcctac atgaacgcca ccaaccacgc catcgtgcag
1140





acgctggtcc acttcatcaa cccggaaacg gtgcccaagc cctgctgtgc gcccacgcag
1200





ctcaatgcca tctccgtcct ctacttcgat gacagctcca acgtcatcct gaagaaatac
1260





agaaacatgg tggtccgggc ctgtggctgc cactag
1296






Sequence Accession No.: NM002588

Gene: Homo sapiens protocadherin gamma subfamily C, 3 (PCDHGC3)










(SEQ ID NO: 104)










atggtcccag aggcctggag gagcggactg gtaagcaccg ggagggtagt gggagttttg
  60






cttctgcttg gtgccttgaa caaggcttcc acggtcattc actatgagat cccggaggaa
 120





agagagaagg gtttcgctgt gggcaacgtg gccgcgaacc tcggtttgga tctcggtagc
 180





ctctcagccc gcaggttccg ggtggtgtct ggagctagcc gaagattctt tgaggtgaac
 240





cgggagaccg gagagatgtt tgtgaacgac cgtctggatc gagaggagct gtgtgggaca
 300





ctgccctctt gcactgtaac tctggagttg gtagtggaga acccgctgga gctgctcagc
 360





gtggaagtgg tgatccagga catcaacgac aacaatcctg ctttccctac ccaggaaatg
 420





aaattggaga ttagcgaggc cgtggctccg gggacgcgct ttccgctcga gagcgcgcac
 480





gatcccgatg tgggaagcaa ctctttacaa acctatgagc tgagccgaaa cgaatacttt
 540





gcgcctcgcg cgcagacgcg ggaggacagc accaagcacg cggagctggt gttggagcgc
 600





gccctggacc gagaacggga gcctagtctc cagttagtgc tgacggcgtt ggacggaggg
 660





accccagctc tctccgccag cctgcctatt cacatcaagg tgctggacgc gaatgacaat
 720





gcgcctgtct tcaaccagtc cttgtaccgg gcgcgcgtcc tggaggatgc accctccggc
 780





acgcgcgtgg tacaagtcct tgcaacggat ctggatgaag gccccaacgg tgaaattatt
 840





tactccttcg gcagccacaa ccgcgccggc gtgcggcaac tattcgcctt agaccttgta
 900





accgggatgc tgacaatcaa gggtcggctg gacttcgagg acaccaaact ccatgagatt
 960





tacatccagg ccaaagacaa gggcgccaat cccgaaggag cacattgcaa agtgttggtg
1020





gaggttgtgg atgtgaatga caacgccccg gagatcacag tcacctccgt gtacagccca
1080





gtacccgagg atgcccctct ggggactgtc atcgctttgc tcagtgtgac tgacctggat
1140





gctggcgaga acgggctggt gacctgcgaa gttccaccgg gtctcccttt cagccttact
1200





tcttccctca agaattactt cactttgaaa accagtgcag acctggatcg ggagactgtg
1260





ccagaataca acctcagcat caccgcccga gacgccggaa ccccttccct ctcagccctt
1320





acaatagtgc gtgttcaagt gtccgacatc aatgacaacc ccccacaatc ttctcaatcc
1380





tcctacgacg tttacattga agaaaacaac ctccccgggg ctccaatact aaacctaagt
1440





gtctgggacc ccgacgcccc gcagaatgct cggctttctt tctttctctt ggagcaagga
1500





gctgaaaccg ggctagtggg tcgctatttc acaataaatc gtgacaatgg catagtgtca
1560





tccttagtgc ccctagacta tgaggatcgg cgggaatttg aattaacagc tcatatcagc
1620





gatgggggca ccccggtcct agccaccaac atcagcgtga acatatttgt cactgatcgc
1680





aatgacaatg ccccccaggt cctatatcct cggccaggtg ggagctcggt ggagatgctg
1740





cctcgaggta cctcagctgg ccacctagtg tcacgggtgg taggctggga cgcggatgca
1800





gggcacaatg cctggctctc ctacagtctc ttgggatccc ctaaccagag cctttttgcc
1860





atagggctgc acactggtca aatcagtact gcccgtccag tccaagacac agattcaccc
1920





aggcagactc tcacggtctt gatcaaagac aatggggagc cttcgctctc caccactgct
1980





accctcactg tgtcagtaac cgaggactct cctgaagccc gagccgagtt cccctctggc
2040





tctgcccccc gggagcagaa aaaaaatctc accttttacc tacttctttc tctaatcctg
2100





gtttctgtgg ggtttgtggt cacagtgttc ggagtaatca tattcaaagc ttacaagtgg
2160





aagcagccta gagacctata ccgagccccg gtgagctcac tgtaccgaac accagggccc
2220





tccttgcacg cggacgccgt gcggggaggc ctgatgtcgc cgcaccttta ccatcaggtg
2280





tatctcacca cggactcccg ccgcagcgac ccgctgctga agaaacctgg tgcagccagt
2340





ccactggcca gccgccagaa cacgctgcgg agctgtgatc cggtgttcta taggcaggtg
2400





ttgggtgcag agagcgcccc tcccggacag caagccccgc ccaacacgga ctggcgtttc
2460





tctcaggccc agagacccgg caccagcggc tcccaaaatg gcgatgacac cggcacctgg
2520





cccaacaacc agtttgacac agagatgctg caagccatga tcttggcgtc cgccagtgaa
2580





gctgctgatg ggagctccac cctgggaggg ggtgccggca ccatgggatt gagcgcccgc
2640





tacggacccc agttcaccct gcagcacgtg cccgactacc gccagaatgt ctacatccca
2700





ggcagcaatg ccacactgac caacgcagct ggcaagcggg atggcaaggc cccagcaggt
2760





ggcaatggca acaagaagaa gtcgggcaag aaggagaaga agtaa
2805






Sequence Accession No.: NM015570

Gene: Homo sapiens autism susceptibility candidate 2 (AUTS2)










(SEQ ID NO: 105)










atggatggcc cgacgcgggg ccatggactc cgcaaaaagc ggcggtcgcg gtcgcagcga
  60






gaccgggaga ggcgctcccg gggcgggctg ggggccggcg cggccggcgg cggcggggct
 120





ggccggaccc gggcgctctc actcgcctcg tcgtcgggct ccgacaagga agacaatggg
 180





aagcccccgt cctccgcccc gtcccggccc agacccccgc ggaggaagcg gagagagtcc
 240





acctcggcag aagaggacat cattgatgga tttgccatga ccagctttgt cacttttgaa
 300





gcgctggaga aagatgtagc acttaagcct caggaacgtg tggagaaacg ccagacgccc
 360





ctgaccaaga agaaacgaga agcacttacc aatggcttgt cctttcattc aaagaagagc
 420





agactcagcc acccacacca ctacagctca gatcgagaaa atgaccgcaa tctctgccag
 480





caccttggga agagaaagaa aatgccgaag gcactcagac agctcaagcc aggacagaac
 540





agctgcaggg acagtgacag tgaaagtgcc agtggagaat ccaagggctt ccaccggagc
 600





agctctcggg aaaggctcag tgatagttca gctccttcca gcttgggaac aggctacttc
 660





tgtgacagtg acagtgacca ggaagagaag gcatcagatg ccagctctga aaaactcttc
 720





aacactgtta ttgtaaacaa agatccggag ttaggtgttg gcacgctacc agaacatgac
 780





agccaggatg cagggccgat tgtccccaag atatcgggtc tagagagaag ccaggagaag
 840





agccaggact gttgcaaaga gccaatcttt gagcctgtgg tgcttaaaga cccctgccct
 900





caggtcgcac agccaatacc ccagccgcag acggagcccc aactccgagc tccttctccg
 960





gaccctgact tggtgcagcg cacagaggcc ccacctcaac ccccacctct gagtacacag
1020





ccaccacagg gccctcctga ggcccagctc cagcctgccc cgcagcctca ggtgcagagg
1080





ccacccaggc cacagtcccc cacccagctg ctccatcaga acctcccacc tgtgcaggcc
1140





cacccctctg ctcagagcct ctcccagcca ttgtcagcct acaacagcag tagcttaagc
1200





ctcaacagtt taagcagcag cagaagcagc actccagcga agactcagcc cgccccacct
1260





cacatctccc accacccctc cgcctccccg ttccccctct ccctgcccaa ccacagcccc
1320





ctgcacagct tcacacccac cctccagccc cccgcacact cacatcaccc caatatgttt
1380





gcccctccca ctgctctgcc tcctccacca ccactgacat caggaagtct gcaggtggcc
1440





ggacacccgg ccgggagcac ttactcagag caagacatct tgcgacagga actgaacact
1500





cgttttttgg cctctcagag tgctgaccgc ggggcttccc tgggccctcc gccctacctg
1560





cggaccgagt tccatcagca ccagcaccag caccagcaca cccaccagca cacgcaccag
1620





cacaccttca cgccgttccc ccacgccatc ccacccaccg ccatcatgcc gacgccagca
1680





cctcccatgt ctgacaaata ccctacaaaa gttgacccat tctaccggca cagtctcttc
1740





cattcctatc ctcctgcagt gtcgggcatc ccccctatga tcccacccac tggccctttt
1800





ggttcactac aaggagcatt tcagccgaag acatccaacc ctatcgatgt cgctgctcgg
1860





cctgggacag tcccacacac tttactccaa aaggacccga ggttgacaga tcctttcaga
1920





cctatgttaa ggaaaccagg gaagtggtgt gctatgcatg ttcacatcgc ctggcagatt
1980





taccaccacc aacagaaagt caagaaacag atgcagtcag acccacataa gctggacttt
2040





ggactgaaac ctgagttcct gagccgccct ccaggcccca gtctttttgg agccatccac
2100





cacccccatg acctggcacg gccttcaact ttgttctctg ccgctggtgc tgcacaccca
2160





actgggaccc cttttgggcc acctcctcat cacagcaact tcctcaaccc tgctgcccac
2220





ctagagcctt ttaatcggcc gtctacattc acaggcctag cagcagttgg tggcaatgcc
2280





ttcgggggac ttggaaatcc ttccgttaca cccaactcaa tgttcggcca caaggacggc
2340





cccagtgtgc agaactttag caaccctcac gaaccctgga accggctgca ccgaacgcct
2400





ccgtcgttcc cgacccctcc gccctggctg aagccagggg agctggagcg cagcgcgtcc
2460





gctgcagctc atgacagaga tagagatgta gataaacgag actcatctgt tagtaaagat
2520





gacaaagaaa gggaaagcgt cgagaagaga cactccagcc acccttcacc agcacctgtc
2580





ctcccggtga atgccctggg acatacccgc agctccactg aacagatccg ggctcacctg
2640





aacactgagg ctcgggagaa ggacaaaccc aaagagaggg agagagacca ctcggaatcc
2700





cgcaaggacc tggccgccga cgagcacaag gcgaaagagg gccacctgcc cgagaaggac
2760





gggcacggcc acgaggggcg cgccgcgggc gaagaggcca agcagctggc ccgggtgccg
2820





tctccctacg cgcggacccc ggtggtggag agtgccaggc ccaacagcac ctcgagccgg
2880





gaggccgagc cgcgcaaggg tgagccggcc tacgagaacc ccaagaagag ctccgaggtc
2940





aaggtgaagg aggagcggaa ggaagaccat gacctgcctc cagaggcccc gcagacccac
3000





cgggcctcgg agccgccgcc tcccaactcc tcgtccagcg tgcacccggg gcccctggcc
3060





tcgatgccca tgacggtggg ggtgacgggc attcacccca tgaacagcat cagcagcctg
3120





gacaggactc gcatgatgac ccccttcatg ggcatcagcc ccctcccggg cggagagcgc
3180





ttcccgtacc cttctttcca ctgggacccc atccgggacc ccttgaggga tccttaccga
3240





gaacttgaca ttcaccggag agacccgctg ggcagggact tcctgctaag gaacgacccg
3300





ctccaccggc tctcgactcc ccggctgtac gaagccgacc gctccttcag ggaccgggag
3360





cctcacgact acagccacca ccaccaccac caccaccacc cgctgtctgt ggaccctcgg
3420





cgggagcacg agcggggagg ccacctggac gagcgggagc gcttgcacat gctcagagaa
3480





gactacgagc acacgcggct ccactccgtg caccccgcct ccctcgacgg acacctcccc
3540





caccccagcc tcatcacccc gggactcccc agcatgcact atccccgcat cagccccacc
3600





gcgggcaacc agaacggact cctcaacaag acccctccga cagcagcgct gagcgcacct
3660





cccccgctca tctccacgct ggggggccgc ccggtctctc ccagaaggac gactcctctg
3720





tccgcagaga taagggagag gcccccttcc cacacgctga aggatatcga ggcccgataa
3780






Sequence Accession No.: NM020215

Gene: Homo sapiens chromosome 14 open reading frame 132 (C14orf132)










(SEQ ID NO: 106)










atgatggcgc agctcttcct actccaagcc aacgctgtcc ttcccctttc ccatgaaatc
 60






aaggtcaaga ggcaaataag actccctgct ccactctacc ccccagagag aaatgattct
120





cgctcctttc agatccccca ggatctgagg gagaaaggat gggaggaggg gcagcagcat
180





ttcgctggaa aggcagcaga tgcttttcca gccccggttc agctggaagg cttggaggcc
240





ggccagacca ctctggcgtc tcctgaagtg ggtccctgga gaccgaagag gctcagtgga
300





gtctgtctgt tgtcagcact gctgcctgat ccctgcaaga caaatggcac tttccttctt
360





cagaagcatc atctgccttc attattagca gtaatattat tcccagttat tattcttacc
420





ggtgccagtt ttgcacatct ttttgttgct ctatttgtgt ctcatttact tctcaaattg
480





cccctggggg caggaatgag gatgcagaga gatgcacgtt aa
522






Sequence Accession No.: NM022766

Gene: Homo sapiens ceramide kinase (CERK)










(SEQ ID NO: 107)










atgggggcga cgggggcggc ggagccgctg caatccgtgc tgtgggtgaa gcagcagcgc
  60






tgcgccgtga gcctggagcc cgcgcgggct ctgctgcgct ggtggcggag cccggggccc
 120





ggagccggcg cccccggcgc ggatgcctgc tctgtgcctg tatctgagat catcgccgtt
 180





gaggaaacag acgttcacgg gaaacatcaa ggcagtggaa aatggcagaa aatggaaaag
 240





ccttacgctt ttacagttca ctgtgtaaag agagcacgac ggcaccgctg gaagtgggcg
 300





caggtgactt tctggtgtcc agaggagcag ctgtgtcact tgtggctgca gaccctgcgg
 360





gagatgctgg agaagctgac gtccagacca aagcatttac tggtatttat caacccgttt
 420





ggaggaaaag gacaaggcaa gcggatatat gaaagaaaag tggcaccact gttcacctta
 480





gcctccatca ccactgacat catcgttact gaacatgcta atcaggccaa ggagactctg
 540





tatgagatta acatagacaa atacgacggc atcgtctgtg tcggcggaga tggtatgttc
 600





agcgaggtgc tgcacggtct gattgggagg acgcagagga gcgccggggt cgaccagaac
 660





cacccccggg ctgtgctggt ccccagtagc ctccggattg gaatcattcc cgcagggtca
 720





acggactgcg tgtgttactc caccgtgggc accagcgacg cagaaacctc ggcgctgcat
 780





atcgttgttg gggactcgct ggccatggat gtgtcctcag tccaccacaa cagcacactc
 840





cttcgctact ccgtgtccct gctgggctac ggcttctacg gggacatcat caaggacagt
 900





gagaagaaac ggtggttggg tcttgccaga tacgactttt caggtttaaa gaccttcctc
 960





tcccaccact gctatgaagg gacagtgtcc ttcctccctg cacaacacac ggtgggatct
1020





ccaagggata ggaagccctg ccgggcagga tgctttgttt gcaggcaaag caagcagcag
1080





ctggaggagg agcagaagaa agcactgtat ggtttggaag ctgcggagga cgtggaggag
1140





tggcaagtcg tctgtgggaa gtttctggcc atcaatgcca caaacatgtc ctgtgcttgt
1200





cgccggagcc ccaggggcct ctccccggct gcccacttgg gagacgggtc tcctgacctc
1260





atcctcatcc ggaaatgctc caggttcaat tttctgagat ttctcatcag gcacaccaac
1320





cagcaggacc agtttgactt cacttttgtt gaagttcatc gcgtcaagaa attccagttt
1380





acgtcgaagc acatggagga tgaggacagc gacctcaagg agggggggaa gaagcgcttt
1440





gggcacattt gcagcagcca cccctcctgc tgctgcaccg tctccaacag ctcctggaac
1500





tgcgacgggg aggtcctgca cagccctgcc atcgaggtca gagtccactg ccagctggtt
1560





cgactctttg cacgaggaat tgaagagaat ccgaagccag actcacacag ctga
1614






Sequence Accession No.: NM016073

Gene: Homo sapiens hepatoma-derived growth factor, related protein 3 (HDGFRP3)










(SEQ ID NO: 108)










atggcgcgtc cgcggccccg cgagtacaaa gcgggcgacc tggtcttcgc caagatgaag
60






ggctacccgc actggccggc ccggattgat gaactcccag agggcgctgt gaagcctcca
120





gcaaacaagt atcctatctt cttttttggc acccatgaaa ctgcatttct aggtcccaaa
180





gacctttttc catataagga gtacaaagac aagtttggaa agtcaaacaa acggaaagga
240





tttaacgaag gattgtggga aatagaaaat aacccaggag taaagtttac tggctaccag
300





gcaattcagc aacagagctc ttcagaaact gagggagaag gtggaaatac tgcagatgca
360





agcagtgagg aagaaggtga tagagtagaa gaagatggaa aaggcaaaag aaagaatgaa
420





aaagcaggct caaaacggaa aaagtcatat acttcaaaga aatcctctaa acagtcccgg
480





aaatctccag gagatgaaga tgacaaagac tgcaaagaag aggaaaacaa aagcagctct
540





gagggtggag atgcgggcaa cgacacaaga aacacaactt cagacttgca gaaaaccagt
600





gaagggacct aa
612






Sequence Accession No.: NM003199

Gene: Homo sapiens transcription factor 4 (TCF4)










(SEQ ID NO: 109)










atgcatcacc aacagcgaat ggctgcctta gggacggaca aagagctgag tgatttactg
60






gatttcagtg cgatgttttc acctcctgtg agcagtggga aaaatggacc aacttctttg
120





gcaagtggac attttactgg ctcaaatgta gaagacagaa gtagctcagg gtcctggggg
180





aatggaggac atccaagccc gtccaggaac tatggagatg ggactcccta tgaccacatg
240





accagcaggg accttgggtc acatgacaat ctctctccac cttttgtcaa ttccagaata
300





caaagtaaaa cagaaagggg ctcatactca tcttatggga gagaatcaaa cttacagggt
360





tgccaccagc agagtctcct tggaggtgac atggatatgg gcaacccagg aaccctttcg
420





cccaccaaac ctggttccca gtactatcag tattctagca ataatccccg aaggaggcct
480





cttcacagta gtgccatgga ggtacagaca aagaaagttc gaaaagttcc tccaggtttg
540





ccatcttcag tctatgctcc atcagcaagc actgccgact acaataggga ctcgccaggc
600





tatccttcct ccaaaccagc aaccagcact ttccctagct ccttcttcat gcaagatggc
660





catcacagca gtgacccttg gagctcctcc agtgggatga atcagcctgg ctatgcagga
720





atgttgggca actcttctca tattccacag tccagcagct actgtagcct gcatccacat
780





gaacgtttga gctatccatc acactcctca gcagacatca attccagtct tcctccgatg
840





tccactttcc atcgtagtgg tacaaaccat tacagcacct cttcctgtac gcctcctgcc
900





aacgggacag acagtataat ggcaaataga ggaagcgggg cagccggcag ctcccagact
960





ggagatgctc tggggaaagc acttgcttcg atctattctc cagatcacac taacaacagc
1020





ttttcatcaa acccttcaac tcctgttggc tctcctccat ctctctcagc aggcacagct
1080





gtttggtcta gaaatggagg acaggcctca tcgtctccta attatgaagg acccttacac
1140





tctttgcaaa gccgaattga agatcgttta gaaagactgg atgatgctat tcatgttctc
1200





cggaaccatg cagtgggccc atccacagct atgcctggtg gtcatgggga catgcatgga
1260





atcattggac cttctcataa tggagccatg ggtggtctgg gctcagggta tggaaccggc
1320





cttctttcag ccaacagaca ttcactcatg gtggggaccc atcgtgaaga tggcgtggcc
1380





ctgagaggca gccattctct tctgccaaac caggttccgg ttccacagct tcctgtccag
1440





tctgcgactt cccctgacct gaacccaccc caggaccctt acagaggcat gccaccagga
1500





ctacaggggc agagtgtctc ctctggcagc tctgagatca aatccgatga cgagggtgat
1560





gagaacctgc aagacacgaa atcttcggag gacaagaaat tagatgacga caagaaggat
1620





atcaaatcaa ttactagcaa taatgacgat gaggacctga caccagagca gaaggcagag
1680





cgtgagaagg agcggaggat ggccaacaat gcccgagagc gtctgcgggt ccgtgacatc
1740





aacgaggctt tcaaagagct cggccgcatg gtgcagctcc acctcaagag tgacaagccc
1800





cagaccaagc tcctgatcct ccaccaggcg gtggccgtca tcctcagtct ggagcagcaa
1860





gtccgagaaa ggaatctgaa tccgaaagct gcgtgtctga aaagaaggga ggaagagaag
1920





gtgtcctcag agcctccccc tctctccttg gccggcccac accctggaat gggagacgca
1980





tcgaatcaca tgggacagat gtaa
2004






Sequence Accession No.: NM002399

Gene: Homo sapiens Meis homeobox 2 (MEIS2)










(SEQ ID NO: 110)










atggacggag taggggttcc cgcttccatg tacggagacc ctcacgcgcc gcggccgatc
60






cccccggttc accacctgaa ccacgggccg ccgctccacg ccacacagca ctacggcgcg
120





cacgccccgc accccaatgt catgccggcc agtatgggat ccgctgtcaa cgacgccttg
180





aagcgggaca aggacgcgat ctatgggcac ccgttgtttc ctctgttagc tctggtcttt
240





gagaagtgcg agctggcgac ctgcactccc cgggaacctg gagtggctgg cggagacgtc
300





tgctcctccg actccttcaa cgaggacatc gcggtcttcg ccaagcaggt tcgcgccgaa
360





aagccacttt tttcctcaaa tccagagctg gacaatttga tgatacaagc aatacaagta
420





ctaaggtttc atcttttgga gttagaaaag gtccacgaac tgtgcgataa cttctgccac
480





cgatacatta gctgtttgaa ggggaaaatg cccatcgacc tcgtcattga tgaaagagac
540





ggcagctcca agtcagatca tgaagaactt tcaggctcct ccacaaatct cgctgaccat
600





aacccttctt cttggcgaga ccacgatgat gcaacctcaa cccactcagc aggcacccca
660





gggccctcca gtgggggcca tgcttcccag agcggagaca acagcagtga gcaaggggat
720





ggtttagaca acagtgtagc ttcacctggt acaggtgacg atgatgatcc ggataaggac
780





aaaaaacgcc agaagaaaag aggcattttc cccaaagtag caacaaatat catgagagca
840





tggctcttcc agcatctcac acatccgtac ccttccgaag agcagaagaa acagttagcg
900





caagacacag gacttacaat tctccaagta aacaactggt ttattaatgc cagaagaaga
960





atagtacagc ccatgattga ccagtcaaat cgagcagtga gccaaggagc agcatatagt
1020





ccagagggtc agcccatggg gagctttgtg ttggatggtc agcaacacat ggggatccgg
1080





cctgcaggac ctatgagtgg aatgggcatg aatatgggca tggatgggca atggcactac
1140





atgtaa
1146






Sequence Accession No.: NM019063

Gene: Homo sapiens echinoderm microtubule associated protein like 4 (EML4)










(SEC) ID NO: 111)










atggacggtt tcgccggcag tctcgatgat agtatttctg ctgcaagtac ttctgatgtt
60






caagatcgcc tgtcagctct tgagtcacga gttcagcaac aagaagatga aatcactgtg
120





ctaaaggcgg ctttggctga tgttttgagg cgtcttgcaa tctctgaaga tcatgtggcc
180





tcagtgaaaa aatcagtctc aagtaaaggc caaccaagcc ctcgagcagt tattcccatg
240





tcctgtataa ccaatggaag tggtgcaaac agaaaaccaa gtcataccag tgctgtctca
300





attgcaggaa aagaaactct ttcatctgct gctaaaagtg gtacagaaaa aaagaaagaa
360





aaaccacaag gacagagaga aaaaaaagag gaatctcatt ctaatgatca aagtccacaa
420





attcgagcat caccttctcc ccagccctct tcacaacctc tccaaataca cagacaaact
480





ccagaaagca agaatgctac tcccaccaaa agcataaaac gaccatcacc agctgaaaag
540





tcacataatt cttgggaaaa ttcagatgat agccgtaata aattgtcgaa aataccttca
600





acacccaaat taataccaaa agttaccaaa actgcagaca agcataaaga tgtcatcatc
660





aaccaagaag gagaatatat taaaatgttt atgcgcggtc ggccaattac catgttcatt
720





ccttccgatg ttgacaacta tgatgacatc agaacggaac tgcctcctga gaagctcaaa
780





ctggagtggg catatggtta tcgaggaaag gactgtagag ctaatgttta ccttcttccg
840





accggggaaa tagtttattt cattgcatca gtagtagtac tatttaatta tgaggagaga
900





actcagcgac actacctggg ccatacagac tgtgtgaaat gccttgctat acatcctgac
960





aaaattagga ttgcaactgg acagatagct ggcgtggata aagatggaag gcctctacaa
1020





ccccacgtca gagtgtggga ttctgttact ctatccacac tgcagattat tggacttggc
1080





acttttgagc gtggagtagg atgcctggat ttttcaaaag cagattcagg tgttcattta
1140





tgtgttattg atgactccaa tgagcatatg cttactgtat gggactggca gaagaaagca
1200





aaaggagcag aaataaagac aacaaatgaa gttgttttgg ctgtggagtt tcacccaaca
1260





gatgcaaata ccataattac atgcggtaaa tctcatattt tcttctggac ctggagcggc
1320





aattcactaa caagaaaaca gggaattttt gggaaatatg aaaagccaaa atttgtgcag
1380





tgtttagcat tcttggggaa tggagatgtt cttactggag actcaggtgg agtcatgctt
1440





atatggagca aaactactgt agagcccaca cctgggaaag gacctaaagg tgtatatcaa
1500





atcagcaaac aaatcaaagc tcatgatggc agtgtgttca cactttgtca gatgagaaat
1560





gggatgttat taactggagg agggaaagac agaaaaataa ttctgtggga tcatgatctg
1620





aatcctgaaa gagaaataga ggttcctgat cagtatggca caatcagagc tgtagcagaa
1680





ggaaaggcag atcaattttt agtaggcaca tcacgaaact ttattttacg aggaacattt
1740





aatgatggct tccaaataga agtacagggt catacagatg agctttgggg tcttgccaca
1800





catcccttca aagatttgct cttgacatgt gctcaggaca ggcaggtgtg cctgtggaac
1860





tcaatggaac acaggctgga atggaccagg ctggtagatg aaccaggaca ctgtgcagat
1920





tttcatccaa gtggcacagt ggtggccata ggaacgcact caggcaggtg gtttgttctg
1980





gatgcagaaa ccagagatct agtttctatc cacacagacg ggaatgaaca gctctctgtg
2040





atgcgctact caatagatgg taccttcctg gctgtaggat ctcatgacaa ctttatttac
2100





ctctatgtag tctctgaaaa tggaagaaaa tatagcagat atggaaggtg cactggacat
2160





tccagctaca tcacacacct tgactggtcc ccagacaaca agtatataat gtctaactcg
2220





ggagactatg aaatattgta ctgggacatt ccaaatggct gcaaactaat caggaatcga
2280





tcggattgta aggacattga ttggacgaca tatacctgtg tgctaggatt tcaagtattt
2340





ggtgtctggc cagaaggatc tgatgggaca gatatcaatg cactggtgcg atcccacaat
2400





agaaaggtga tagctgttgc cgatgacttt tgtaaagtcc atctgtttca gtatccctgc
2460





tccaaagcaa aggctcccag tcacaagtac agtgcccaca gcagccatgt caccaatgtc
2520





agttttactc acaatgacag tcacctgata tcaactggtg gaaaagacat gagcatcatt
2580





cagtggaaac ttgtggaaaa gttatctttg cctcagaatg agactgtagc ggatactact
2640





ctaaccaaag cccccgtctc ttccactgaa agtgtcatcc aatctaatac tcccacaccg
2700





cctccttctc agcccttaaa tgagacagct gaagaggaaa gtagaataag cagttctccc
2760





acacttctgg agaacagcct ggaacaaact gtggagccaa gtgaagacca cagcgaggag
2820





gagagtgaag agggcagcgg agaccttggt gagcctcttt atgaagagcc atgcaacgag
2880





ataagcaagg agcaggccaa agccaccctt ctggaggacc agcaagaccc ttcgccctcg
2940





tcctaa
2946






Sequence Accession No.: NM152793

Gene: Homo sapiens chromosome 7 open reading frame 41 (C7orf41; ELLS1)










(SEQ ID NO: 112)










atggatttcc agcagctggc cgacgttgcg gagaaatggt gctccaacac gcccttcgag
60






ctcatcgcca ccgaggagac cgaacgcagg atggatttct acgccgaccc cggcgtctcc
120





ttctatgtgc tgtgtccgga caacggctgc ggcgacaatt ttcacgtgtg gagtgagagc
180





gaggactgcc tgcctttctt gcagctagca caggattaca tctcctcctg cggcaagaag
240





acgctccacg aagtcctgga aaaagtcttc aagtctttca gacctttact ggggcttccg
300





gatgcagatg acgatgcgtt tgaagagtac agtgctgacg tggaagaaga ggagccagag
360





gcggaccacc cccagatggg ggtcagccag cagtaa
396






Sequence Accession No.: AB040883

Gene: Homo sapiens mRNA for KIAA1450 protein










(SEQ ID NO: 113)



   1 gcggccgccg cccccggctg cgcgctgagc cgccggcccc ccgagcgcca cggccggagc






  61 tgcggcggcg gcatcatggc cccgaccctg ctccagaagc tcttcaacaa aaggggcagc





 121 agcggcagct ccgcggcggc gtctgcccag ggcagggctc ctaaggaagg acccgccttt





 181 agttggtcat gttcggagtt tgacctgaat gagattcgcc tgatagttta ccaggactgt





 241 gacaggagag gcagacaagt cttgtttgac tctaaagctg ttcaaaagat tgaggaggtg





 301 acagctcaga aaacagagga tgttcctatt aaaatatcag ccaagtgctg ccagggaagc





 361 agcagtgtca gcagcagtag cagcagcagc atctcttccc acagttcttc tgggggatct





 421 tcacatcatg ctaaggaaca gcttccaaag taccagtaca caagaccagc ttccgatgtc





 481 aacatgttag gggaaatgat gtttggctca gttgccatga gttacaaagg ctccacctta





 541 aagatacact acatacgttc tcctccacaa ctgatgatta gtaaagtctt ctctgctaga





 601 atgggcagct tctgtggaag tacaaataac ttgcaagaca gctttgagta catcaaccaa





 661 gatcctaatt tgggaaaact gaacacaaat caaaatagtt tgggtccttg tcgtactgga





 721 agtaacctag cacacagcac accagttgat atgccaagca gaggacagaa tgaagacagg





 781 gacagtggca ttgctcgatc agcctcacta agcagtcttt tgatcacacc tttcccatct





 841 ccaagctcct ctacatcttc ttccagcagt taccagcgcc gctggcttcg aagtcagaca





 901 acaagtttgg aaaatggcat catcccaaga aggtcaactg atgagacatt cagcttggct





 961 gaagaaacct gtagctctaa tccagctatg gttaggagga agaaaattgc cataagcatc





1021 atcttttccc tatgtgagaa agaagaagca caaaggaatt tccaggactt cttcttttct





1081 cattttcccc tgtttgaatc tcacatgaac aggctgaaga gtgcaattga aaaggctatg





1141 atctcctgta ggaaaatagc agaatcaagt ctccgagtcc agttttatgt cagccgtttg





1201 atggaagctc tgggagaatt cagaggaact atctggaact tatattctgt tccaaggata





1261 gctgaacctg tatggcttac tatgatgtcc ggcactttgg aaaaaaacca gctctgccag





1321 cgctttctca aggagtttac acttctgata gaacagataa ataaaaacca gttttttgct





1381 gccttactga ctgcggtgtt aacctaccac ctggcctggg tcccaactgt catgcctgtg





1441 gatcaccctc ccatcaaagc cttctcagag aaacgtacct cccagtcagt gaacatgctg





1501 gccaaaacac atccgtataa tcctctttgg gcacagctgg gtgatcttta cggagccata





1561 ggctctccag tgagactgac tcgcaccgta gtggtaggga agcagaagga cttagtccag





1621 cgaatacttt atgtcctgac ctactttctc cgttgctctg agctacaaga gaaccagctg





1681 acctggagtg gcaatcatgg tgaaggtgac caagttttaa atgggagcaa gatcataaca





1741 gccttggaga aaggagaggt ggaggagtct gagtatgtgg tcattacggt gaggaacgag





1801 cccgctcttg taccccccat cctaccacca acagcagcag agagacacaa cccctggccg





1861 acagggtttc ctgagtgccc agagggcact gacagtagag acctgggtct taaacctgac





1921 aaagaagcta acaggaggcc agagcagggt tctgaggctt gcagcgcagg gtgcctgggg





1981 ccagcatcag acgcttcctg gaaacctcag aatgcatttt gtggggatga gaaaaataaa





2041 gaggcaccgc aagatggctc ttcaagactt cccagctgtg aagttttggg ggcaggaatg





2101 aagatggacc agcaagctgt ctgtgagctg ttgaaagtgg agatgcctac aagactgcca





2161 gaccggtcag tggcctggcc ttgccctgac agacatctcc gggagaaacc ttccttagaa





2221 aaggtcactt tccagattgg aagctttgca tctccagagt ctgactttga aagccgcatg





2281 aaaaaaatgg aggaacgggt gaaggcctgt ggcccctcct tggaggccag tgaggctgct





2341 gatgtggctc aggacccgca ggtttctagg agccctttta aacctggctt tcaggagaat





2401 gtttgctgtc ctcagaatcg gctttcagag ggggatgaag gcgagtctga caagggtttt





2461 gcagaggaca gaggcagcag aaacgacatg gcagcagata ttgctgggca gctcagccac





2521 gctgctgact tgggcacagc ctcccacggt gcaggaggaa cgggagggag gaggctggag





2581 gccactagag gtttgtatgt gaaggctgcg gaaggacctg tgctggagcc tgttgccccc





2641 aggtgtgtcc agcggggccc tggcctcgtg gctggtgcga atatcccctg tggggatgac





2701 aacaagaagg ccaacttcag gactgaagga gacattcccc gaaatgaaag ctcagatagc





2761 gccctgggag acagtgacga cgaagcctgc gcttcagcca tgctagatct gggtcacggt





2821 ggtgacagga ctggagggtc cttggaagtg gagctgcctc tgccaaggtc tcagagcatc





2881 agcacccaga atgtaaggaa ctttggccgc tcacttctgg cgggctactg ccccacatac





2941 atgcctgatc ttgtgcttca tgggaccggc agtgatgaga agctgaagca gtgcctggtg





3001 gccgaccttg tccacacagt ccatcatcca gtcctggatg agccaatagc tgaagctgtc





3061 tgtattatcg cagacacgga taaatggagt gtgcaggtag ctacaagtca gaggaaagtg





3121 acggacaaca tgaaactagg ccaggatgtc ctggtctcta gtcaggtgtc cagtttgctt





3181 cagtccattt tacagctcta taagcttcac ctccctgctg atttttgcat catgcatctt





3241 gaagatagac tacaggagat gtaccttaaa agtaaaatgc tatctgaata tctccgggga





3301 cacacacgag tccatgtgaa agaattaggt gtcgtactgg ggattgaatc caacgacctg





3361 cctctgttga ctgctattgc cagtactcat tctccttatg tggctcaaat actcttataa






Sequence Accession No.: NM003437

Gene: Homo sapiens zinc finger protein 136 (ZNF136)










(SEQ ID NO: 114)



   1 atggactcgg tggcttttga ggatgtagat gtgaacttca cccaggagga gtgggctttg






  61 ctagatcctt cccagaagaa tctctacaga gatgtgatgt gggaaaccat gaggaatctg





 121 gcctctatag ggaaaaaatg gaaggaccag aacattaaag atcactacaa acaccgaggg





 181 agaaatctaa gaagtcatat gttagaaaga ctctatcaaa ctaaggatgg tagtcagcgt





 241 ggaggaattt ttagccagtt tgcaaatcag aatctgagca agaaaatccc tggagtgaaa





 301 ctctgtgaaa gcattgtata tggagaagtc agcatgggtc agtcatccct taatagacac





 361 atcaaagatc acagtggaca tgaaccaaag gaatatcagg aatatggaga gaagccagat





 421 acacgtaacc agtgttggaa acccttcagt tctcaccact cctttcgaac acatgagata





 481 attcacactg gagagaaact ctatgattgt aaggaatgtg gaaaaacctt cttttctctc





 541 aaaagaatta gaagacacat catcacacac agtggatata caccatataa atgtaaggtg





 601 tgtgggaaag cttttgatta tcccagtaga tttcgaacac atgaaagaag tcacactgga





 661 gagaaaccct atgaatgtca ggaatgtgga aaagccttca cttgtatcac aagtgttcga





 721 agacacatga taaagcacac tggagatgga ccttataaat gtaaggtatg tgggaaaccc





 781 tttcattctc tgagttcatt tcaagtgcat gaaagaattc acactggaga aaaacccttt





 841 aaatgtaagc aatgtggtaa agccttcagt tgttccccaa ccttacgaat acatgaaaga





 901 acccatactg gagagaaacc ttatgaatgc aagcagtgtg ggaaggcctt cagttatctc





 961 ccctcccttc gactacatga aagaattcac actggtgaga aacccttcgt atgtaaacaa





1021 tgtggtaaag cctttagatc tgccagtacc tttcaaatac atgaaaggac tcacactgga





1081 gaaaaacctt atgaatgtaa ggaatgtggg gaagcattca gttgtatccc aagtatgcga





1141 agacacatga taaaacatac tggagaagga ccttataaat gtaaggtatg tgggaaaccc





1201 tttcattctc tgagtccatt tcgaatacat gaaagaactc acactggaga gaaaccttat





1261 gtatgtaaac attgtggtaa agctttcgtt tcttcaacat caattcgaat acatgaaaga





1321 actcatactg gagagaaacc ctatgagtgt aagcaatgtg ggaaagcctt cagttatctc





1381 aactcctttc gaacacatga aatgattcac actggtgaga aaccctttga atgtaagcga





1441 tgtggtaaag cctttagatc ttctagttcc tttcgactac atgaaaggac tcacactgga





1501 cagaaaccct atcattgcaa ggaatgtggg aaagcctatt cttgccgtgc cagctttcag





1561 agacacatgt taacacatgc tgaagatgga ccaccttata aatgcatgtg ggaaagcctt





1621 taa






Sequence Accession No.: NM001024681

Gene: Homo sapiens D15F37 gene (D15F37)










(SEQ ID NO: 116)



   1 atgcacgcat tttgtgttgg ccagtatttg gagcctgacc aagaaggcgt caccatacca






  61 gatctgggga gtctctcctc acctctgata gacacagaga ggaatctggg cctgcttctc





 121 ggattacacg cttcctattt agcaatgagc acaccgctgt ctcctgtcga gattgaatgt





 181 gacaaatggc ttcagtcatc catcttctct ggaggcctgc agaccagcca gatccactac





 241 agctacaacg aggagaaaga cgaggaccac tgcagctccc cagggggcac acctgccagc





 301 aaatctcgac tctgctccca cagacgggcc ctgggggacc attcccaggc atttctgcaa





 361 gccattgcag acaacaacat tcaggatcac aacgtgaagg actttttgtg tcaaatagaa





 421 aggtactgta ggcagtgcca tttgaccaca ccgatcatgt ttccccccga gcatcccgtg





 481 gaagaggtcg gtcgcttgct gttatgttgc ctcttaaaac atgaagattt aggtcatgtg





 541 gcattatctt tagttcatgc aggtgcactt gatattgagc aagtaaagca cagaacgttg





 601 cctaagtcag tggtggatgt ttgtagagtt gtctaccaag caaaatgttc gctcattaag





 661 actcatcaag aacagggccg ttcttacaag gaggtctgcg ctcctgtcat caaacgtttg





 721 agattcctct ttaatgaatt gagacctgct gtttgtaatg acctctctat aatgtctaag





 781 tttaaattgt taagttcttt gccccattgg aggaggatag ctcagaagat aattcgagaa





 841 ccaaggaaaa agagagttcc taagaagcca gaatctacgg atgatgaaga aaaaattgga





 901 aacgaagaga gtgatttaga agaagcttgc attttgcctc atagtccaat aaatgtggac





 961 aagagaccca ttgcaattaa atcacccaag gacaaatggc agccgctgtt gagtactgtt





1021 acagatgttc acaaatacaa gtggttgaag cagaatgtgc agggtcttta tccgcagtct





1081 ccactcctca gtacaattgc tgaatttgcc cttaaagaag agccagtgga tgtggaaaag





1141 agaaagtgcc tactaaaaca gttggagaga gcagaggttc gcctggaagg gatagataca





1201 attttaaaat tgtatctggt gagcaagaat ttcttacttc catctgtgcc gtatgcgatg





1261 ttttgtggat ggcaaagact tattcctgag ggaatcgata taggggaacc tcttactgat





1321 tgtttaaagg atgttgattt gatcccgcct tttaatcgga tgctgctgga agtcaccttt





1381 ggcaagctgt acgcttgggc tgttcagaac attcgaaatg ttttggtgga tgccagtgcc





1441 aaatttaaag agcttggtat ccagccggtt cccctgcaaa ccatcaccaa tgagaaccca





1501 tcgggaccga gcctggggac catcccgcaa gcccacttcc tcctggtgat gctcagcatg





1561 ctcaccctgc agcacagcgc aaacaacctt gacctcctgc tcaattccgg cacgctggcc





1621 ctcgctcaga cggcactgcg cctgattggc cccagttgtg acagcgttga ggaagatatg





1681 aatgcttctg cccaaggtgc ttctgccaca gttttggaag aaacaaggaa ggaaacggct





1741 cctgtgcagc tccctgtttc agggccagaa ctggctgcca tgatgaagat tggaacaagg





1801 gtcatgagag gtgtggactg gaaatggggc gatcaggatg ggcctcctcc aggcctaggc





1861 cgagtgattg gtgagctggg agaggacggg tggataagag tccagtggga cacaggcagc





1921 accaactcct acaggatggg gaaagaagga aaatacgacc tcaagctggc agagctgcca





1981 gcccctgcac agccctcagc agaggattcg gacacagagg acgactctga agccgaacaa





2041 actgaaagga acattcaccc cactgcaatg atgtttacca gcactattaa cttactgcag





2101 actctttgtc tgtctgctgg agttcatgct gagatcatgc agagtgaagc caccaagact





2161 ttatgcggac tgctgcgaat gttagtggaa agcggaacga cggacaagac atcttctcca





2221 aacaggctgg tgtacaggga gcaacaccgg agctggtgca cgctggggtt tgtgcagagc





2281 atcgctctca cgctgcaggt gtgcggcgcc ctcagctccc cgcagtggat cacgctgctc





2341 atgaaggttg tggaagggca cgcacccttc actgccacct cgctgcagag gcagatctta





2401 gctgtgcatt tgttgcaagc agtccttccg tcatgggaca agaccgaaag ggtgagggac





2461 atgaaatgcc tcatggagaa gctgtttgac ttcttgggga gcttgctcac tatgtgctcc





2521 tctgacgtgc cgttactcag agagtccacg ctgaggcggc gcagggtgtg cccgcaggcc





2581 tcgctgactg ccacccacag cagcacactg gcggaggagg tggtggcact gctgcacacg





2641 ctgcactccc tgactcggtg gaatgggttc atcaacaagt acatcaactc ccagctccgc





2701 tccatcaccc acagctttgc gggaaggcct tccaaagggg cccagttaga tgactacttc





2761 cctgattccg agaaccctga agtggggggc ctcatggcgg tcctggctgt ggttggaggc





2821 atcgatggtc gcctgtgcct gggcggccaa gttgtgcacg atgactttgg agaagtcacc





2881 atgactcgca tcaccctgaa gggcaaaatc accgtgcagt tctctgacat gcggacgtgt





2941 cgcgtttgcc cattgaatca gctgaaacca ctccctgccg tggcctttaa tgtgaacaac





3001 ctgcccttca cagagcccat gctgtctgtc tgggctcagt tggtgaacct cgctggaagc





3061 aagttagaaa agcacaaaat aaagaaatcg actaaacagg cctttgcagg acaagtggac





3121 ctggacctgc tgcggcgcca gcagttgaag ctatacatcc tgaaagcagg tcgggcgctg





3181 ttctcccacc aggataaact gcggcagatc ctgtctcagc cagctgttca ggagactgga





3241 actgttcaca cagatgatgg agcagtggta tcacctgacc ttggggacat gtctcctgaa





3301 gggccgcagc cccccatgat cctcttgcag cagctgctgg cctcggccac ccagccgtct





3361 cctgtgaagg ccatatttga taaacaggaa cttgagactg ctgcactggc cgttgtggag





3421 tccactcacc cttcgagccc aggatttgaa gactgcagct ccagtgaggc caccacgcct





3481 gtcaacgtgc agcacatccg ccctgccaga gtgaagaggc gcaagcagtc acccgttccc





3541 gctctgccga tcgtggtgca gctcatggag atgggatttc ccagaaggaa catcgagttt





3601 gccctgaagt ctctcactgg tgcttccggg aatgcgtccg gcttgcctgg tgtggaagcc





3661 ttggtcgggt ggctgctgga ccactccgac atacaggtca cggagctctc agatgcagac





3721 acggtgtccg acgagtattc tgacgaggag gtggtggagg acatggatga tgccgcctac





3781 tccatgtcta ctggtgctgt tgtgacggag agccagacgt acaaaaaccg agctggtttc





3841 ttgggtaatg atgattatgc tgtatatgtg agagagaata ttcaggtggg aatgatggtt





3901 agatgctgcc gaacatacga agaagtgtgc gaaggtgatg tgatgttggc aaagtcatca





3961 agctggacag agatggattg catgatctca atgtgcagtg tgactggcag cagaaagggg





4021 gcatctactg gtttaggtac attcatgtgg aacttatag






Sequence Accession No.: NM001259

Gene: Homo sapiens cyclin-dependent kinase 6 (CDK6)









(SEQ ID NO: 115)


ATGGAGAAGGACGGCCTGTGCCGCGCTGACCAGCAGTACGAATGCGTG





GCGGAGATCGGGGAGGGCGCCTATGGGAAGGTGTTCAAGGCCCGCGAC





TTGAAGAACGGAGGCCGTTTCGTGGCGTTGAAGCGCGTGCGGGTGCAG





ACCGGCGAGGAGGGCATGCCGCTCTCCACCATCCGCGAGGTGGCGGTG





CTGAGGCACCTGGAGACCTTCGAGCACCCCAACGTGGTCAGGTTGTTT





GATGTGTGCACAGTGTCACGAACAGACAGAGAAACCAAACTAACTTTA





GTGTTTGAACATGTCGATCAAGACTTGACCACTTACTTGGATAAAGTT





CCAGAGCCTGGAGTGCCCACTGAAACCATAAAGGATATGATGTTTCAG





CTTCTCCGAGGTCTGGACTTTCTTCATTCACACCGAGTAGTGCATCGC





GATCTAAAACCACAGAACATTCTGGTGACCAGCAGCGGACAAATAAAA





CTCGCTGACTTCGGCCTTGCCCGCATCTATAGTTTCCAGATGGCTCTA





ACCTCAGTGGTCGTCACGCTGTGGTACAGAGCACCCGAAGTCTTGCTC





CAGTCCAGCTACGCCACCCCCGTGGATCTCTGGAGTGTTGGCTGCATA





TTTGCAGAAATGTTTCGTAGAAAGCCTCTTTTTCGTGGAAGTTCAGAT





GTTGATCAACTAGGAAAAATCTTGGACGTGATTGGACTCCCAGGAGAA





GAAGACTGGCCTAGAGATGTTGCCCTTCCCAGGCAGGCTTTTCATTCA





AAATCTGCCCAACCAATTGAGAAGTTTGTAACAGATATCGATGAACTA





GGCAAAGACCTACTTCTGAAGTGTTTGACATTTAACCCAGCCAAAAGA





ATATCTGCCTACAGTGCCCTGTCTCACCCATACTTCCAGGACCTGGAA





AGGTGCAAAGAAAACCTGGATTCCCACCTGCCGCCCAGCCAGAACACC





TCGGAGCTGAATACAGCCTGA






Sequence Accession No.: NM003463

Gene: Homo sapiens protein tyrosine phosphatase type IVA, member 1 (PTP4A1)









(SEQ ID NO: 163)


ATGGCTCGAATGAACCGCCCAGCTCCTGTGGAAGTCACATACAAGAAC





ATGAGATTTCTTATTACACACAATCCAACCAATGCGACCTTAAACAAA





TTTATAGAGGAACTTAAGAAGTATGGAGTTACCACAATAGTAAGAGTA





TGTGAAGCAACTTATGACACTACTCTTGTGGAGAAAGAAGGTATCCAT





GGTTCTTGATTGGCCTTTTATGATGGTGCACCACCATCCAACCAGATT





GTTGATGACTGGTTAAGTCTTGTGAAAATTAAGTTTCGTGAAGAACCT





GGTTGTTGTATTGCTGTTCATTGCGTTGCAGGCCTTGGGAGAGCTCCA





GTACTTGTTGCCCTAGCATTAATTGAAGGTGGAATGAAATACGAAGAT





GCAGTACAATTCATAAGACAAAAGCGGCGTGGAGCTTTTAACAGCAAG





CAACTTCTGTATTTGGAGAAGTATCGTCCTAAAATGCGGCTGCGTTTC





AAAGATTCCAACGGTCATAGAAACAACTGTTGCATTCAATAA






Sequence Accession No.: NM003254

Gene: Homo sapiens TIMP metallopeptidase inhibitor 1 (TIMP1)









(SEQ ID NO: 164)


ATGGCCCCCTTTGAGCCCCTGGCTTCTGGCATCCTGTTGTTGCTGTGG





CTGATAGCCCCCAGCAGGGCCTGCACCTGTGTCCCACCCCACCCACAG





ACGGCCTTCTGCAATTCCGACCTCGTCATCAGGGCCAAGTTCGTGGGG





ACACCAGAAGTCAACCAGACCACCTTATACCAGCGTTATGAGATCAAG





ATGACCAAGATGTATAAAGGGTTCCAAGCCTTAGGGGATGCCGCTGAC





ATCCGGTTCGTCTACACCCCCGCCATGGAGAGTGTCTGCGGATACTTC





CACAGGTCCCACAACCGCAGCGAGGAGTTTCTCATTGCTGGAAAACTG





CAGGATGGACTCTTGCACATCACTACCTGCAGTTTTGTGGCTCCCTGG





AACAGCCTGAGCTTAGCTCAGCGCCGGGGCTTCACCAAGACCTACACT





GTTGGCTGTGAGGAATGCACAGTGTTTCCCTGTTTATCCATCCCCTGC





AAACTGCAGAGTGGCACTCATTGCTTGTGGACGGACCAGCTCCTCCAA





GGCTCTGAAAAGGGCTTCCAGTCCCGTCACCTTGCCTGCCTGCCTCGG





GAGCCAGGGCTGTGCACCTGGCAGTCCCTGCGGTCCCAGATAGCCTGA






Sequence Accession No.: NM001831

Gene: Homo sapiens clusterin (CLU)









(SEQ ID NO: 165)


ATGCAGGTTTGCAGCCAGCCCCAAAGGGGGTGTGTGCGCGAGCAGAGC





GCTATAAATACGGCGCCTCCCAGTGCCCACAACGCGGCGTCGCCAGGA





GGAGCGCGCGGGCACAGGGTGCCGCTGACCGAGGCGTGCAAAGACTCC





AGAATTGGAGGCATGATGAAGACTCTGCTGCTGTTTGTGGGGCTGCTG





CTGACCTGGGAGAGTGGGCAGGTCCTGGGGGACCAGACGGTCTCAGAC





AATGAGCTCCAGGAAATGTCCAATCAGGGAAGTAAGTACGTCAATAAG





GAAATTCAAAATGCTGTCAACGGGGTGAAACAGATAAAGACTCTCATA





GAAAAAACAAACGAAGAGCGCAAGACACTGCTCAGCAACCTAGAAGAA





GCCAAGAAGAAGAAAGAGGATGCCCTAAATGAGACCAGGGAATCAGAG





ACAAAGCTGAAGGAGCTCCCAGGAGTGTGCAATGAGACCATGATGGCC





CTCTGGGAAGAGTGTAAGCCCTGCCTGAAACAGACCTGCATGAAGTTC





TACGCACGCGTCTGCAGAAGTGGCTCAGGCCTGGTTGGCCGCCAGCTT





GAGGAGTTCCTGAACCAGAGCTCGCCCTTCTACTTCTGGATGAATGGT





GACCGCATCGACTCCCTGCTGGAGAACGACCGGCAGCAGACGCACATG





CTGGATGTCATGCAGGACCACTTCAGCCGCGCGTCCAGCATCATAGAC





GAGCTCTTCCAGGACAGGTTCTTCACCCGGGAGCCCCAGGATACCTAC





CACTACCTGCCCTTCAGCCTGCCCCACCGGAGGCCTCACTTCTTCTTT





CCCAAGTCCCGCATCGTCCGCAGCTTGATGCCCTTCTCTCCGTACGAG





CCCCTGAACTTCCACGCCATCTTCCAGCCCTTCCTTGAGATGATACAC





GAGGCTCAGCAGGCCATGGACATCCACTTCCATAGCCCGGCCTTCCAG





CACCCGCCAACAGAATTCATACGAGAAGGCGACGATGACCGGACTGTG





TGCCGGGAGATCCGCCACAACTCCACGGGCTGCCTGCGGATGAAGGAC





CAGTGTGACAAGTGCCGGGAGATCTTGTCTGTGGACTGTTCCACCAAC





AACCCCTCCCAGGCTAAGCTGCGGCGGGAGCTCGACGAATCCCTCCAG





GTCGCTGAGAGGTTGACCAGGAAATACAACGAGCTGCTAAAGTCCTAC





CAGTGGAAGATGCTCAACACCTCCTCCTTGCTGGAGCAGCTGAACGAG





CAGTTTAACTGGGTGTCCCGGCTGGCAAACCTCACGCAAGGCGAAGAC





CAGTACTATCTGCGGGTCACCACGGTGGCTTCCCACACTTCTGACTCG





GACGTTCCTTCCGGTGTCACTGAGGTGGTCGTGAAGCTCTTTGACTCT





GATCCCATCACTGTGACGGTCCCTGTAGAAGTCTCCAGGAAGAACCCT





AAATTTATGGAGACCGTGGCGGAGAAAGCGCTGCAGGAATACCGCAAA





AAGCACCGGGAGGAGTGA






Sequence Accession No.: NM000019

Gene: Homo sapiens acetyl-Coenzyme A acetyltransferase 1 (acetoacetyl Coenzyme A thiolase) (ACAT1), nuclear gene encoding mitochondrial protein










(SEQ ID NO: 117)



   1 atggctgtgc tggcggcact tctgcgcagc ggcgcccgca gccgcagccc cctgctccgg






  61 aggctggtgc aggaaataag atatgtggaa cggagttatg tatcaaaacc cactttgaag





 121 gaagtggtca tagtaagtgc tacaagaaca cccattggat cttttttagg cagcctttcc





 181 ttgctgccag ccactaagct tggttccatt gcaattcagg gagccattga aaaggcaggg





 241 attccaaaag aagaagtgaa agaagcatac atgggtaatg ttctacaagg aggtgaagga





 301 caagctccta caaggcaggc agtattgggt gcaggcttac ctatttctac tccatgtacc





 361 accataaaca aagtttgtgc ttcaggaatg aaagccatca tgatggcctc tcaaagtctt





 421 atgtgtggac atcaggatgt gatggtggca ggtgggatgg agagcatgtc caatgttcca





 481 tatgtaatga acagaggatc aacaccatat ggtggggtaa agcttgaaga tttgattgta





 541 aaagacgggc taactgatgt ctacaataaa attcatatgg gcagctgtgc tgagaataca





 601 gcaaagaagc tgaatattgc acgaaatgaa caggacgctt atgctattaa ttcttatacc





 661 agaagtaaag cagcatggga agctgggaaa tttggaaatg aagttattcc tgtcacagtt





 721 acagtaaaag gtcaaccaga tgtagtggtg aaagaagatg aagaatataa acgtgttgat





 781 tttagcaaag ttccaaagct gaagacagtt ttccagaaag aaaatggcac agtaacagct





 841 gccaatgcca gtacactgaa tgatggagca gctgctctgg ttctcatgac ggcagatgca





 901 gcgaagaggc tcaatgttac accactggca agaatagtag catttgctga cgctgctgta





 961 gaacctattg attttccaat tgctcctgta tatgctgcat ctatggttct taaagatgtg





1021 ggattgaaaa aagaagatat tgcaatgtgg gaagtaaatg aagcctttag tctggttgta





1081 ctagcaaaca ttaaaatgtt ggagattgat ccccaaaaag tgaatatcaa tggaggagct





1141 gtttctctgg gacatccaat tgggatgtct ggagccagga ttgttggtca tttgactcat





1201 gccttgaagc aaggagaata cggtcttgcc agtatttgca atggaggagg aggtgcttct





1261 gccatgctaa ttcagaagct gtag






Sequence Accession No.: NM005165

Gene: Homo sapiens aldolase C, fructose-bisphosphate (ALDOC)










(SEC) ID NO: 118)



   1 atgcctcact cgtacccagc cctttctgct gagcagaaga aggagttgtc tgacattgcc






  61 ctgcggattg tagccccggg caaaggcatt ctggctgcgg atgagtctgt aggcagcatg





 121 gccaagcggc tgagccaaat tggggtggaa aacacagagg agaaccgccg gctgtaccgc





 181 caggtcctgt tcagtgctga tgaccgtgtg aaaaagtgca ttggaggcgt cattttcttc





 241 catgagaccc tctaccagaa agatgataat ggtgttccct tcgtccgaac catccaggat





 301 aagggcatcg tcgtgggcat caaggttgac aagggtgtgg tgcctctagc tgggactgat





 361 ggagaaacca ccactcaagg gctggatggg ctctcagaac gctgtgccca atacaagaag





 421 gatggtgctg actttgccaa gtggcgctgt gtgctgaaaa tcagtgagcg tacaccctct





 481 gcacttgcca ttctggagaa cgccaacgtg ctggcccgtt atgccagtat ctgccagcag





 541 aatggcattg tgcctattgt ggaacctgaa atattgcctg atggagacca cgacctcaaa





 601 cgttgtcagt atgttacaga gaaggtcttg gctgctgtgt acaaggccct gagtgaccat





 661 catgtatacc tggaggggac cctgctcaag cccaacatgg tgaccccggg ccatgcctgt





 721 cccatcaagt ataccccaga ggagattgcc atggcaactg tcactgccct gcgtcgcact





 781 gtgcccccag ctgtcccagg agtgaccttc ctgtctgggg gtcagagcga agaagaggca





 841 tcattcaacc tcaatgccat caaccgctgc ccccttcccc gaccctgggc gcttaccttc





 901 tcctatgggc gtgccctgca agcctctgca ctcaatgcct ggcgagggca acgggacaat





 961 gctggggctg ccactgagga gttcatcaag cgggctgagg tgaatgggctt gcagcccag





1021 ggcaagtatg aaggcagtgg agaagatggt ggagcagcag cacagtcact ctacattgcc





1081 aaccatgcct actga






Sequence Accession No.: NM052831

Gene: Homo sapiens chromosome 6 open reading frame 192 (C6orf192),










(SEQ ID NO: 119)



   1 atggaggcgc tgggtgacct ggagggacca cgcgcaccag gaggtgatga tcctgcagga






  61 agtgcaggag agacccccgg gtggctttcg agagaacagg tttttgtact gatatcggca





 121 gcttcggtga acttaggttc catgatgtgc tattctatac ttggaccgtt tttccccaaa





 181 gaggctgaaa agaagggagc cagcaataca attatcggta tgatctttgg atgttttgct





 241 ttgttcgagt tgctggcatc cttggtattt ggaaactatc ttgtacatat tggagcaaaa





 301 tttatgtttg tagcaggaat gtttgtctca ggaggagtta caattctctt tggtgtattg





 361 gaccgagttc cagatgggcc agtatttatt gctatgtgtt ttctagtgag agtaatggat





 421 gcagttagct ttgctgcagc aatgactgca tcttcttcta tcctggcaaa ggcttttcca





 481 aataacgtgg ctacggtatt gggaagtctt gagacttttt ctggactggg gctaatacta





 541 ggtcctcctg taggtggctt tttgtatcaa tcctttggct atgaagtgcc ttttattgtt





 601 ctgggatgcg tcgttttgct gatggtacca ctcaatatgt atattttacc caattacgag





 661 tctgatccag gtgaacactc attctggaaa ctgatcgctt tacccaaagt tggccttata





 721 gccttcgtca tcaactcact cagctcgtgt tttggcttcc tcgatcctac tctgtctctc





 781 tttgttttgg agaagttcaa tttaccagct ggatatgtgg gactagtatt cctgggtatg





 841 gcactgtcct atgccatctc ttcaccacta tttggtctcc taagtgataa aaggccacct





 901 ctaaggaaat ggcttctggt gtttggcaac ttaatcacag ccgggtgcta catgctctta





 961 gggcctgtcc caatcttgca tattaaaagt cagctctggc tgctggtgct gatattagtt





1021 gtaagtggcc tctctgctgg aatgagtata attccaactt tcccggaaat tctcagttgt





1081 gcacatgaaa atgggtttga agagggatta agtacattgg gacttgtatc aggtcttttt





1141 agtgcaatgt ggtcaattgg tgcttttatg ggaccaacgc tgggtggatt tctgtatgag





1201 aaaattggtt ttgaatgggc agcagctata caaggtctat gggctctgat aagtggatta





1261 gccatgggct tgttttatct actggagtat tcaaggagaa aaaggtctaa atctcaaaac





1321 atcctcagca cagaggagga acgaactact ctcttgccta atgaaaccta g






Sequence Accession No.: NM000495

Gene: Homo sapiens collagen, type IV, alpha 5 (Alport syndrome) (COL4A5)










(SEQ ID NO: 120)










1
atgaaactgc gtggagtcag cctggctgcc ggcttgttct tactggccct gagtctttgg






61
gggcagcctg cagaggctgc ggcttgctat gggtgttctc caggatcaaa gtgtgactgc





121
agtggcataa aaggggaaaa gggagagaga gggtttccag gtttggaagg acacccagga





181
ttgcctggat ttccaggtcc agaagggcct ccggggcctc ggggacaaaa gggtgatgat





241
ggaattccag ggccaccagg accaaaagga atcagaggtc ctcctggact tcctggattt





301
ccagggacac caggtcttcc tggaatgcca ggccacgatg gggccccagg acctcaaggt





361
attcccggat gcaatggaac caagggagaa cgtggatttc caggcagtcc cggttttcct





421
ggtttacagg gtcctccagg accccctggg atcccaggta tgaagggtga accaggtagt





481
ataattatgt catcactgcc aggaccaaag ggtaatccag gatatccagg tcctcctgga





541
atacaaggcc tacctggtcc cactggtata ccagggccaa ttggtccccc aggaccacca





601
ggtttgatgg gccctcctgg tccaccagga cttccaggac ctaaggggaa tatgggctta





661
aatttccagg gacccaaagg tgaaaaaggt gagcaaggtc ttcagggccc acctgggcca





721
cctgggcaga tcagtgaaca gaaaagacca attgatgtag agtttcagaa aggagatcag





781
ggacttcctg gtgaccgagg gcctcctgga cctccaggga tacgtggtcc tccaggtccc





841
ccaggtggtg agaaaggtga gaagggtgag caaggagagc caggcaaaag aggtaaacca





901
ggcaaagatg gagaaaatgg ccaaccagga attcctggtt tgcctggtga tcctggttac





961
cctggtgaac ccggaaggga tggtgaaaag ggccaaaaag gtgacactgg cccacctgga





1021
cctcctggac ttgtaattcc tagacctggg actggtataa ctataggaga aaaaggaaac





1081
attgggttgc ctgggttgcc tggagaaaaa ggagagcgag gatttcctgg aatacagggt





1141
ccacctggcc ttcctggacc tccaggggct gcagttatgg gtcctcctgg ccctcctgga





1201
tttcctggag aaaggggtca gaaaggtgat gaaggaccac ctggaatttc cattcctgga





1261
cctcctggac ttgacggaca gcctggggct cctgggcttc cagggcctcc tggccctgct





1321
ggccctcaca ttcctcctag tgatgagata tgtgaaccag gccctccagg ccccccagga





1381
tctccaggtg ataaaggact ccaaggagaa caaggagtga aaggtgacaa aggtgacact





1441
tgcttcaact gcattggaac tggtatttca gggcctccag gtcaacctgg tttgccaggt





1501
ctcccaggtc ctccaggatc tcttggtttc cctggacaga aaggggaaaa aggacaagct





1561
ggtgcaactg gtcccaaagg attaccaggc attccaggag ctccaggtgc tccaggcttt





1621
cctggatcta aaggtgaacc tggtgatatc ctcacttttc caggaatgaa gggtgacaaa





1681
ggagagttgg gttcccctgg agctccaggg cttcctggtt tacctggcac tcctggacag





1741
gatggattgc cagggcttcc tggcccgaaa ggagagcctg gtggaattac ttttaagggt





1801
gaaagaggtc cccctgggaa cccaggttta ccaggcctcc cagggaatat agggcctatg





1861
ggtccccctg gtttcggccc tccaggccca gtaggtgaaa aaggcataca aggtgtggca





1921
ggaaatccag gccagccagg aataccaggt cctaaagggg atccaggtca gactataacc





1981
cagccgggga agcctggctt gcctggtaac ccaggcagag atggtgatgt aggtcttcca





2041
ggtgaccctg gacttccagg gcaaccaggc ttgccaggga tacctggtag caaaggagaa





2101
ccaggtatcc ctggaattgg gcttcctgga ccacctggtc ccaaaggctt tcctggaatt





2161
ccaggacctc caggagcacc tgggacacct ggaagaattg gtctagaagg ccctcctggg





2221
ccacccggct ttccaggacc aaagggtgaa ccaggatttg cattacctgg gccacctggg





2281
ccaccaggac ttccaggttt caaaggagca cttggtccaa aaggtgatcg tggtttccca





2341
ggacctccgg gtcctccagg acgcactggc ttagatgggc tccctggacc aaaaggtgat





2401
gttggaccaa atggacaacc tggaccaatg ggacctcctg ggctgccagg aataggtgtt





2461
cagggaccac caggaccacc agggattcct gggccaatag gtcaacctgg tttacatgga





2521
ataccaggag agaaggggga tccaggacct cctggacttg atgttccagg acccccaggt





2581
gaaagaggca gtccagggat ccccggagca cctggtccta taggacctcc aggatcacca





2641
gggcttccag gaaaagcagg tgcctctgga tttccaggta ccaaaggtga aatgggtatg





2701
atgggacctc caggcccacc aggacctttg ggaattcctg gcaggagtgg tgtacctggt





2761
cttaaaggtg atgatggctt gcagggtcag ccaggacttc ctggccctac aggagaaaaa





2821
ggtagtaaag gagagcctgg ccttccaggc cctcctggac caatggatcc aaatcttctg





2881
ggctcaaaag gagagaaggg ggaacctggc ttaccaggta tacctggagt ttcagggcca





2941
aaaggttatc agggtttgcc tggagaccca gggcaacctg gactgagtgg acaacctgga





3001
ttaccaggac caccaggtcc caaaggtaac cctggtctcc ctggacagcc aggtcttata





3061
ggacctcctg gacttaaagg aaccatcggt gatatgggtt ttccagggcc tcagggtgtg





3121
gaagggcctc ctggaccttc tggagttcct ggacaacctg gctccccagg attacctgga





3181
cagaaaggcg acaaaggtga tcctggtatt tcaagcattg gtcttccagg tcttcctggt





3241
ccaaagggtg agcctggtct gcctggatac ccagggaacc ctggtatcaa aggttctgtg





3301
ggagatcctg gtttgcccgg attaccagga acccctggag caaaaggaca accaggcctt





3361
cctggattcc caggaacccc aggccctcct ggaccaaaag gtattagtgg ccctcctggg





3421
aaccccggcc ttccaggaga acctggtcct gtaggtggtg gaggtcatcc tgggcaacca





3481
gggcctccag gcgaaaaagg caaacccggt caagatggta ttcctggacc agctggacag





3541
aagggtgaac caggtcaacc aggctttgga aacccaggac cccctggact tccaggactt





3601
tctggccaaa agggtgatgg aggattacct gggattccag gaaatcctgg ccttccaggt





3661
ccaaagggcg aaccaggctt tcacggtttc cctggtgtgc agggtccccc aggccctcct





3721
ggttctccgg gtccagctct ggaaggacct aaaggcaacc ctgggcccca aggtcctcct





3781
gggagaccag gtctaccagg tccagaaggt cctccaggtc tccctggaaa tggaggtatt





3841
aaaggagaga agggaaatcc aggccaacct gggctacctg gcttgcctgg tttgaaagga





3901
gatcaaggac caccaggact ccagggtaat cctggccggc cgggtctcaa tggaatgaaa





3961
ggagatcctg gtctccctgg tgttccagga ttcccaggca tgaaaggacc cagtggagta





4021
cctggatcag ctggccctga gggggaaccg ggacttattg gtcctccagg tcctcctgga





4081
ttacctggtc cttcaggaca gagtatcata attaaaggag atgctggtcc tccaggaatc





4141
cctggccagc ctgggctaaa gggtctacca ggaccccaag gacctcaagg cttaccaggt





4201
ccaactggcc ctccaggaga tcctggacgc aatggactcc ctggctttga tggtgcagga





4261
gggcgcaaag gagacccagg tctgccagga cagccaggta cccgtggttt ggatggtccc





4321
cctggtccag atggattgca aggtccccca ggtccccctg gaacctcctc tgttgcacat





4381
ggatttctta ttacacgcca cagccagaca acggatgcac cacaatgccc acagggaaca





4441
cttcaggtct atgaaggctt ttctctcctg tatgtacaag gaaataaaag agcccacggt





4501
caagacttgg ggacggctgg cagctgcctt cgtcgcttta gtaccatgcc tttcatgttc





4561
tgcaacatca ataatgtttg caactttgct tcaagaaatg actattctta ctggctctct





4621
accccagagc ccatgccaat gagcatgcaa cccctaaagg gccagagcat ccagccattc





4681
attagtcgat gtgcagtatg tgaagctcca gctgtggtga tcgcagttca cagtcagacg





4741
atccagattc cccattgtcc tcagggatgg gattctctgt ggattggtta ttccttcatg





4801
atgcatacaa gtgcaggggc agaaggctca ggtcaagccc tagcctcccc tggttcctgc





4861
ttggaagagt ttcgttcagc tcccttcatc gaatgtcatg ggaggggtac ctgtaactac





4921
tatgccaact cctacagctt ttggctggca actgtagatg tgtcagacat gttcagtaaa





4981
cctcagtcag aaacgctgaa agcaggagac ttgaggacac gaattagccg atgtcaagtg





5041
tgcatgaaga ggacataa






Sequence Accession No.: NM001212

Gene: Homo sapiens complement component 1, q subcomponent binding protein (C1QBP), nuclear gene encoding mitochondrial protein










(SEQ ID NO: 121)










1
atgctgcctc tgctgcgctg cgtgccccgt gtgctgggct cctccgtcgc cggcctccgc






61
gctgccgcgc ccgcctcgcc tttccggcag ctcctgcagc cggcaccccg gctgtgcacc





121
cggcccttcg ggctgctcag cgtgcgcgca ggttccgagc ggcggccggg cctcctgcgg





181
cctcgcggac cctgcgcctg tggctgtggc tgcggctcgc tgcacaccga cggagacaaa





241
gcttttgttg atttcctgag tgatgaaatt aaggaggaaa gaaaaattca gaagcataaa





301
accctcccta agatgtctgg aggttgggag ctggaactga atgggacaga agcgaaatta





361
gtgcggaaag ttgccgggga aaaaatcacg gtcactttca acattaacaa cagcatccca





421
ccaacatttg atggtgagga ggaaccctcg caagggcaga aggttgaaga acaggagcct





481
gaactgacat caactcccaa tttcgtggtt gaagttataa agaatgatga tggcaagaag





541
gcccttgtgt tggactgtca ttatccagag gatgaggttg gacaagaaga cgaggctgag





601
agtgacatct tctctatcag ggaagttagc tttcagtcca ctggcgagtc tgaatggaag





661
gatactaatt atacactcaa cacagattcc ttggactggg ccttatatga ccacctaatg





721
gatttccttg ccgaccgagg ggtggacaac acttttgcag atgagctggt ggagctcagc





781
acagccctgg agcaccagga gtacattact tttcttgaag acctcaagag ttttgtcaag





841
agccagtag






Sequence Accession No.: NM001311

Gene: Homo sapiens cysteine-rich protein 1 (intestinal) (CRIP1)










(SEQ ID NO: 122)










1
atgcccaagt gtcccaagtg caacaaggag gtgtacttcg ccgagagggt gacctctctg






61
ggcaaggact ggcatcggcc ctgcctgaag tgcgagaaat gtgggaagac gctgacctct





121
gggggccacg ctgagcacga aggcaaaccc tactgcaacc acccctgcta cgcagccatg





181
tttgggccta aaggctttgg gcggggcgga gccgagagcc acactttcaa gtaa






Sequence Accession No.: NM182503

Gene: Gene: Homo sapiens deaminase domain containing 1 (DEADC1)










(SEQ ID NO: 123)










1
atggaggcga aggcggcacc caagccagct gcaagcggcg cgtgctcggt gtcggcagag






61
gagaccgaaa agtggatgga ggaggcgatg cacatggcca aagaagccct cgaaaatact





121
gaagttcctg ttggctgtct tatggtctac aacaatgaag ttgtagggaa ggggagaaat





181
gaagttaacc aaaccaaaaa tgctactcga catgcagaaa tggtggccat cgatcaggtc





241
ctcgattggt gtcgtcaaag tggcaagagt ccctctgaag tatttgaaca cactgtgttg





301
tatgtcactg tggagccgtg cattatgtgt gcagctgctc tccgcctgat gaaaatcccg





361
ctggttgtat atggctgtca gaatgaacga tttggtggtt gtggctctgt tctaaatatt





421
gcctctgctg acctaccaaa cactgggaga ccatttcagt gtatccctgg atatcgggct





481
gaggaagcag tggaaatgtt aaagaccttc tacaaacaag aaaatccaaa tgcaccaaaa





541
tcgaaagttc ggaaaaagga atgtcagaaa tcttga






Sequence Accession No.: NM015917

Gene: Homo sapiens glutathione S-transferase kappa 1 (GSTK1),










(SEQ ID NO: 124)










1
atggggcccc tgccgcgcac cgtggagctc ttctatgacg tgctgtcccc ctactcctgg






61
ctgggcttcg agatcctgtg ccggtatcag aatatctgga acatcaacct gcagttgcgg





121
cccagcctca taacagggat catgaaagac agtggaaaca agcctccagg tctgcttccc





181
cgcaaaggac tatacatggc aaatgactta aagctcctga gacaccatct ccagattccc





241
atccacttcc ccaaggattt cttgtctgtg atgcttgaaa aaggaagttt gtctgccatg





301
cgtttcctca ccgccgtgaa cttggagcat ccagagatgc tggagaaagc gtcccgggag





361
ctgtggatgc gcgtctggtc aaggaatgaa gacatcaccg agccgcagag catcctggcg





421
gctgcagaga aggctggtat gtctgcagaa caagcccagg gacttctgga aaagatcgca





481
acgccaaagg tgaagaacca gctcaaggag accactgagg cagcctgcag atacggagcc





541
tttgggttgc ccatcaccgt ggcccatgtg gatggccaaa cccacatgtt atttggctct





601
gaccggatgg agctgctggc gcacctgctg ggagagaagt ggatgggccc tatacctcca





661
gccgtgaatg ccagacttta a






Sequence Accession No.: NM183239

Gene: Homo sapiens glutathione S-transferase omega 2 (GSTO2)










(SEQ ID NO: 125)










1
atgtctgggg atgcgaccag gaccctgggg aaaggaagcc agcccccagg gccagtcccg






61
gaggggctga tccgcatcta cagcatgagg ttctgcccct attctcacag gacccgcctc





121
gtcctcaagg ccaaagacat cagacatgaa gtggtcaaca ttaacctgag aaacaagcct





181
gaatggtact atacaaagca cccttttggc cacattcctg tcctggagac cagccaatgt





241
caactgatct atgaatctgt tattgcttgt gagtacctgg atgatgctta tccaggaagg





301
aagctgtttc catatgaccc ttatgaacga gctcgccaaa agatgttatt ggagctattt





361
tgtaaggtcc cacatttgac caaggagtgc ctggtagcgt tgagatgtgg gagagaatgc





421
actaatctga aggcagccct gcgtcaggaa ttcagcaacc tggaagagat tcttgagtat





481
cagaacacca ccttctttgg tggaacctgt atatccatga ttgattacct cctctggccc





541
tggtttgagc ggctggatgt gtatgggata ctggactgtg tgagccacac gccagccctg





601
cggctctgga tatcagccat gaagtgggac cccacagtct gtgctcttct catggataag





661
agcattttcc agggcttctt gaatctctat tttcagaaca accctaatgc ctttgacttt





721
gggctgtgct ga






Sequence Accession No.: NM032483

Gene: Homo sapiens phosphatidic acid phosphatase type 2 domain containing 1B (PPAPDC1B)










(SEQ ID NO: 126)










1
atgtggctct accggaaccc ctacgtggag gcggagtatt tccccaccaa gccgatgttt






61
gttattgcat ttctctctcc actgtctctg atcttcctgg ccaaatttct caagaaggca





121
gacacaagag acagcagaca agcctgcctg gctgccagcc ttgccctggc tctgaatggc





181
gtctttacca acacaataaa actgatcgta gggaggccac gcccagattt cttctaccgc





241
tgcttccctg atgggctagc ccattctgac ttgatgtgta caggggataa ggacgtggtg





301
aatgagggcc gaaagagctt ccccagtgga cattcttcct ttgcatttgc tggtctggcc





361
tttgcgtcct tctacctggc agggaagtta cactgcttca caccacaagg ccgtgggaaa





421
tcttggaggt tctgtgcctt tctgtcacct ctactttttg cagctgtgat tgcactgtcc





481
cgcacatgtg actacaagca tcactggcaa ggacccttta aatggtga






Sequence Accession No.: NM032354

Gene: Homo sapiens transmembrane protein 107 (TMEM107)










(SEQ ID NO: 127)










1
atgggccggg tctcagggct tgtgccctct cgcttcctga cgctcctggc gcatctggtg






61
gtcgtcatca ccttattctg gtcccgggac agcaacatac aggcctgcct gcctctcacg





121
ttcacccccg aggagtatga caagcaggac attcatccac ttcctctctg caggctggtg





181
gccgcgctct ctgtcaccct gggcctcttt gcagtggagc tggccggttt cctctcagga





241
gtctccatgt tcaacagcac ccagagcctc atctccattg gggctcactg tagtgcatcc





301
gtggccctgt ccttcttcat attcgagcgt tgggagtgca ctacgtattg gtacattttt





361
gtcttctgca gtgcccttcc agctgtcact gaaatggctt tattcgtcac cgtctttggg





421
ctgaaaaaga aacccttctg a






Sequence Accession No.: NM024116

Gene: Homo sapiens Josephin domain containing 3 (JOSD3)










(SEQ ID NO: 129)










1
atggataaat caggaataga ttctcttgac catgtgacat ctgatgctgt ggaacttgca






61
aatcgaagtg ataactcttc tgatagcagc ttatttaaaa ctcagtgtat cccttactca





121
cctaaagggg agaaaagaaa ccccattcga aaatttgttc gtacacctga aagtgttcac





181
gcaagtgatt catcaagtga ctcatctttt gaaccaatac cattgactat aaaagctatt





241
tttgaaagat tcaagaacag gaaaaagaga tataaaaaaa agaaaaagag gaggtaccag





301
ccaacaggaa gaccacgggg aagaccagaa ggaaggagaa atcctatata ctcactaata





361
gataagaaga aacaatttag aagcagagga tctggcttcc catttttaga atcagagaat





421
gaaaaaaacg caccttggag aaaaatttta acgtttgagc aagctgttgc aagaggattt





481
tttaactata ttgaaaaact gaagtatgaa caccacctga aagaatcatt gaagcaaatg





541
aatgttggtg aagatttaga aaatgaagat tttgacagtc gtagatacaa atttttggat





601
gatgatggat ccatttctcc tattgaggag tcaacagcag aggatgagga tgcaacacat





661
cttgaagata acgaatgtga tatcaaattg gcaggggata gtttcatagt aagttctgaa





721
ttccctgtaa gactgagtgt atacttagaa gaagaggata ttactgaaga agctgctttg





781
tctaaaaaga gagctacaaa agccaaaaat actggacaga gaggcctgaa aatgtga






Sequence Accession No.: NM178454

Gene: Homo sapiens transmembrane protein 77 (TMEM77)










(SEQ ID NO: 130)










1
atgtggtggt ttcagcaagg cctcagtttc cttccttcag cccttgtaat ttggacatct






61
gctgctttca tattttcata cattactgca gtaacactcc accatataga cccggcttta





121
ccttatatca gtgacactgg tacagtagct ccagaaaaat gcttatttgg ggcaatgcta





181
aatattgcgg cagttttatg cattgctacc atttatgttc gttataagca agttcatgct





241
ctgagtcctg aagagaacgt tatcatcaaa ttaaacaagg ctggccttgt acttggaata





301
ctgagttgtt tagggctttc tattgtggca aacttccaga aaacaaccct ttttgctgca





361
catgtaagtg gagctgtgct tacctttggt atgggctcat tatatatgtt tgttcagacc





421
atcctttcct accaaatgca gcccaaaatc catggcaaac aagtcttctg gatcagactg





481
ttgttggtta tctggtgtgg agtaagtgca cttagcatgc tgacttgctc atcagttttg





541
cacagtggca attttgggac tgatttagaa cagaaactcc attggaaccc cgaggacaaa





601
ggttatgtgc ttcacatgat cactactgca gcagaatggt ctatgtcatt ttccttcttt





661
gtttttttcc tgacttacat tcgtgatttt cagaaaattt ctttacgggt ggaagccaat





721
ttacatggat taaccctcta tgacactgca ccttgcccta ttaacaatga acgaacacgg





781
ctactttcca gagatatttg a






Sequence Accession No.: NM020998

Gene: Homo sapiens macrophage stimulating 1 (hepatocyte growth factor-like) (MST1)










(SEQ ID NO: 131)










   1
atggggtggc tcccactcct gctgcttctg actcaatgct taggggtccc tgggcagcgc






  61
tcgccattga atgacttcca agtgctccgg ggcacagagc tacagcacct gctacatgcg





 121
gtggtgcccg ggccttggca ggaggatgtg gcagatgctg aagagtgtgc tggtcgctgt





 181
gggcccttaa tggactgccg ggccttccac tacaacgtga gcagccatgg ttgccaactg





 241
ctgccatgga ctcaacactc gccccacacg aggctgcggc gttctgggcg ctgtgacctc





 301
ttccagaaga aagactacgt acggacctgc atcatgaaca atggggttgg gtaccggggc





 361
accatggcca cgaccgtggg tggcctgccc tgccaggctt ggagccacaa gttcccgaat





 421
gatcacaagt acacgcccac tctccggaat ggcctggaag agaacttctg ccgtaaccct





 481
gatggcgacc ccggaggtcc ttggtgctac acaacagacc ctgctgtgcg cttccagagc





 541
tgcggcatca aatcctgccg ggaggccgcg tgtgtctggt gcaatggcga ggaataccgc





 601
ggcgcggtag accgcacgga gtcagggcgc gagtgccagc gctgggatct tcagcacccg





 661
caccagcacc ccttcgagcc gggcaagttc ctcgaccaag gtctggacga caactattgc





 721
cggaatcctg acggctccga gcggccatgg tgctacacta cggatccgca gatcgagcga





 781
gagttctgtg acctcccccg ctgcgggtcc gaggcacagc cccgccaaga ggccacaact





 841
gtcagctgct tccgcgggaa gggtgagggc taccggggca cagccaatac caccactgcg





 901
ggcgtacctt gccagcgttg ggacgcgcaa atccctcatc agcaccgatt tacgccagaa





 961
aaatacgcgt gcaaagacct tcgggagaac ttctgccgga accccgacgg ctcagaggcg





1021
ccctggtgct tcacactgcg gcccggcatg cgcgcggcct tttgctacca gatccggcgt





1081
tgtacagacg acgtgcggcc ccaggactgc taccacggcg caggggagca gtaccgcggc





1141
acggtcagca agacccgcaa gggtgtccag tgccagcgct ggtccgctga gacgccgcac





1201
aagccgcagt tcacgtttac ctccgaaccg catgcacaac tggaggagaa cttctgccgg





1261
aacccagatg gggatagcca tgggccctgg tgctacacga tggacccaag gaccccattc





1321
gactactgtg ccctgcgacg ctgcgctgat gaccagccgc catcaatcct ggacccccca





1381
gaccaggtgc agtttgagaa gtgtggcaag agggtggatc ggctggatca gcggcgttcc





1441
aagctgcgcg tggttggggg ccatccgggc aactcaccct ggacagtcag cttgcggaat





1501
cggcagggcc agcatttctg cggggggtct ctagtgaagg agcagtggat actgactgcc





1561
cggcagtgct tctcctcctg ccatatgcct ctcacgggct atgaggtatg gttgggcacc





1621
ctgttccaga acccacagca tggagagcca agcctacagc gggtcccagt agccaagatg





1681
gtgtgtgggc cctcaggctc ccagcttgtc ctgctcaagc tggagagatc tgtgaccctg





1741
aaccagcgtg tggccctgat ctgcctgccc cctgaatggt atgtggtgcc tccagggacc





1801
aagtgtgaga ttgcaggctg gggtgagacc aaaggtacgg gtaatgacac agtcctaaat





1861
gtggccttgc tgaatgtcat ctctaaccag gagtgtaaca tcaagcaccg aggacgtgtg





1921
cgggagagtg agatgtgcac tgagggactg ttggcccctg tgggggcctg tgagggtgac





1981
tacgggggcc cacttgcctg ctttacccac aactgctggg tcctggaagg aattataatc





2041
cccaaccgag tatgcgcaag gtcccgctgg ccagctgtct tcacgcgtgt ctctgtgttt





2101
gtggactgga ttcacaaggt catgagactg ggttag






Sequence Accession No.: NM175617

Gene: Homo sapiens metallothionein 1E (MT1E)










(SEQ ID NO: 132)










  1
atggacccca actgctcttg cgccactggt ggctcctgca cgtgcgccgg ctcctgcaag






 61
tgcaaagagt gcaaatgcac ctcctgcaag aagagctgct gttcctgctg ccccgtgggc





121
tgtgccaagt gtgcccaggg ctgcgtctgc aaaggggcat cggagaagtg cagctgctgt





181
gcctga






Sequence Accession No.: NM001003828

Gene: Homo sapiens parvin, beta (PARVB)










(SEQ ID NO: 128)










   1
atgcaccatg tgtttaaaga tcaccaaaga ggagagaaaa ggggattcct tagtccagag






  61
aacaaaaact gcaggaggct ggagctgaga cgtgggtgtt cctgcagctg gggcctgtgc





 121
tcccaggcac tcatggcttc tctggctggt tcacttctcc ctggctcaga cagatcagga





 181
gtggaaacat ctgaatatgc tcaaggagga gtgagtgacc tgcaggaaga aggcaagaat





 241
gccatcaact caccgatgtc ccccgccctg gtggatgttc accctgaaga cacccagctt





 301
gaggagaacg aggagcgcac gatgattgac cccacttcca aggaagaccc caagttcaag





 361
gaactggtca aggtcctcct cgactggatt aatgacgtgc tggtggagga gaggatcatt





 421
gtgaagcagc tggaggaaga cctgtatgac ggccaggtgc tgcagaagct cttggaaaaa





 481
ctggcagggt gcaagctgaa tgtggctgag gtgacacagt ccgaaatagg gcagaaacag





 541
aagctgcaga cggtgctgga agcagtacat gacctgctgc ggccccgagg ctgggcgctc





 601
cggtggagcg tggactcaat tcacgggaag aacctggtgg ccatcctcca cctgctggtc





 661
tctctggcca tgcacttcag ggcccccatc cgccttcctg agcatgtaac ggtgcaggtg





 721
gtggtcgtgc ggaaacggga aggcctgctg cattccagcc acatctcgga ggagctgacc





 781
acaactacag agatgatgat gggccggttc gagcgggatg ccttcgacac gctgttcgac





 841
cacgccccgg ataagctcag cgtggtgaag aagtctctca tcacttttgt gaacaagcac





 901
ctgaacaagc tgaatttgga ggtgacggaa ctggagaccc agtttgcaga tggcgtgtac





 961
ctggttctgc tcatgggcct tctggaagac tactttgttc ctctccacca cttctacctg





1021
actccggaaa gcttcgatca gaaggtccac aatgtgtcct tcgcctttga gctgatgctg





1081
gacggaggcc tcaagaaacc caaggctcgt cctgaagacg tggttaactt ggacctcaaa





1141
tccaccctga gggttcttta caacctgttc accaagtaca agaacgtgga gtga






Sequence Accession No.: NM006406

Gene: Homo sapiens peroxiredoxin 4 (PRDX4)










(SEQ ID NO: 133)










  1
atggaggcgc tgccgctgct agccgcgaca actccggacc acggccgcca ccgaaggctg






 61
cttctgctgc cgctactgct gttcctgctg ccggctggag ctgtgcaggg ctgggagaca





121
gaggagaggc cccggactcg cgaagaggag tgccacttct acgcgggtgg acaagtgtac





181
ccgggagagg catcccgggt atcggtcgcc gaccactccc tgcacctaag caaagcgaag





241
atttccaagc cagcgcccta ctgggaagga acagctgtga tcgatggaga atttaaggag





301
ctgaagttaa ctgattatcg tgggaaatac ttggttttct tcttctaccc acttgatttc





361
acatttgtgt gtccaactga aattatcgct tttggcgaca gacttgaaga attcagatct





421
ataaatactg aagtggtagc atgctctgtt gattcacagt ttacccattt ggcctggatt





481
aatacccctc gaagacaagg aggacttggg ccaataagga ttccacttct ttcagatttg





541
acccatcaga tctcaaagga ctatggtgta tacctagagg actcaggcca cactcttaga





601
ggtctcttca ttattgatga caaaggaatc ctaagacaaa ttactctgaa tgatcttcct





661
gtgggtagat cagtggatga gacactacgt ttggttcaag cattccagta cactgacaaa





721
cacggagaag tctgccctgc tggctggaaa cctggtagtg aaacaataat cccagatcca





781
gctggaaagc tgaagtattt cgataaactg aattga






Sequence Accession No.: NM145313

Gene: Homo sapiens RasGEF domain family, member 1A (RASGEF1A)










(SEQ ID NO: 134)










   1
atgccccaga cgtccgttgt cttctccagc atccttgggc ccagctgtag cggacaggtg






  61
cagcctggca tgggggagcg tggaggcggg gccggtggcg gctccgggga cctcatcttc





 121
caagatggac acctcatctc tgggtccctg gaggccctga tggagcacct tgttcccacg





 181
gtggactatt accccgatag gacgtacatc ttcacctttc tcctgagctc ccgggtcttt





 241
atgccccctc atgacctgct ggcccgcgtg gggcagatct gcgtggagca gaagcagcag





 301
ctggaagccg ggcctgaaaa ggccaagctg aagtctttct cagccaagat cgtgcagctc





 361
ctgaaggagt ggaccgaggc cttcccctat gacttccagg atgagaaggc catggccgag





 421
ctgaaagcca tcacacaccg tgtcacccag tgtgatgagg agaatggcac agtgaagaag





 481
gccattgccc agatgacaca gagcctgttg ctgtccttgg ctgcccggag ccagctccag





 541
gaactgcgag agaagctccg gccaccggct gtagacaagg ggcccatcct caagaccaag





 601
ccaccagccg cccagaagga catcctgggc gtgtgctgcg accccctggt gctggcccag





 661
cagctgactc acattgagct ggacagggtc agcagcattt accctgagga cttgatgcag





 721
atcgtcagcc acatggactc cttggacaac cacaggtgcc gaggggacct gaccaagacc





 781
tacagcctgg aggcctatga caactggttc aactgcctga gcatgctggt ggccactgag





 841
gtgtgccggg tggtgaagaa gaaacaccgg acccgcatgt tggagttctt cattgatgtg





 901
gcccgggagt gcttcaacat cgggaacttc aactccatga tggccatcat ctctggcatg





 961
aacctcagtc ctgtggcaag gctgaagaaa acttggtcca aggtcaagac agccaagttt





1021
gatgtcttgg agcatcacat ggacccgtcc agcaacttct gcaactaccg tacagccctg





1081
cagggggcca cgcagaggtc ccagatggcc aacagcagcc gtgaaaagat cgtcatccct





1141
gtgttcaacc tcttcgttaa ggacatctac ttcctgcaca aaatccatac caaccacctg





1201
cccaacgggc acattaactt taagaaattc tgggagatct ccagacagat ccatgagttc





1261
atgacatgga cacaggtaga gtgtcctttc gagaaggaca agaagattca gagttacctg





1321
ctcacggcgc ccatctacag cgaggaagct ctcttcgtcg cctcctttga aagtgagggt





1381
cccgagaacc acatggaaaa agacagctgg aagaccctca ggaccaccct tctgaacaga





1441
gcctga






Sequence Accession No.: NM003973

Gene: Homo sapiens ribosomal protein L14 (RPL14)










(SEQ ID NO: 135)










  1
atggtgttca ggcgcttcgt ggaggttggc cgggtggcct atgtctcctt tggacctcat






 61
gccggaaaat tggtcgcgat tgtagatgtt attgatcaga acagggcttt ggtcgatgga





121
ccttgcactc aagtgaggag acaggccatg cctttcaagt gcatgcagct cactgatttc





181
atcctcaagt ttccgcacag tgcccaccag aagtatgtcc gacaagcctg gcagaaggca





241
gacatcaata caaaatgggc agccacacga tgggccaaga agattgaagc cagagaaagg





301
aaagccaaga tgacagattt tgatcgtttt aaagttatga aggcaaagaa aatgaggaac





361
agaataatca agaatgaagt taagaagctt caaaaggcag ctctcctgaa agcttctccc





421
aaaaaagcac ctggtactaa gggtactgct gctgctgctg ctgctgctgc tgctgctaaa





481
gttccagcaa aaaagatcac cgccgcgagt aaaaaggctc cagcccagaa ggttcctgcc





541
cagaaagcca caggccagaa agcagcgcct gctccaaaag ctcagaaggg tcaaaaagct





601
ccagcccaga aagcacctgc tccaaaggca tctggcaaga aagcataa






Sequence Accession No.: NM006332

Gene: Homo sapiens interferon, gamma-inducible protein 30 (IFI30)










(SEQ ID NO: 136)










  1
atgaccctgt cgccacttct gctgttcctg ccaccgctgc tgctgctgct ggacgtcccc






 61
acggcggcgg tgcaggcgtc ccctctgcaa gcgttagact tctttgggaa tgggccacca





121
gttaactaca agacaggcaa tctatacctg cgggggcccc tgaagaagtc caatgcaccg





181
cttgtcaatg tgaccctcta ctatgaagca ctgtgcggtg gctgccgagc cttcctgatc





241
cgggagctct tcccaacatg gctgttggtc atggagatcc tcaatgtcac gctggtgccc





301
tacggaaacg cacaggaaca aaatgtcagt ggcaggtggg agttcaagtg ccagcatgga





361
gaagaggagt gcaaattcaa caaggtggag gcctgcgtgt tggatgaact tgacatggag





421
ctagccttcc tgaccattgt ctgcatggaa gagtttgagg acatggagag aagtctgcca





481
ctatgcctgc agctctacgc cccagggctg tcgccagaca ctatcatgga gtgtgcaatg





541
ggggaccgcg gcatgcagct catgcacgcc aacgcccagc ggacagatgc tctccagcca





601
ccacacgagt atgtgccctg ggtcaccgtc aatgggaaac ccttggaaga tcagacccag





661
ctccttaccc ttgtctgcca gttgtaccag ggcaagaagc cggatgtctg cccttcctca





721
accagctccc tcaggagtgt ttgcttcaag tga






Sequence Accession No.: NM005171

Gene: Homo sapiens activating transcription factor 1 (ATF1)










(SEQ ID NO: 137)










  1
atggaagatt cccacaagag taccacgtca gagacagcac ctcaacctgg ttcagcagtt






 61
cagggagctc acatttctca tattgctcaa caggtatcat ctttatcaga aagtgaggag





121
tcccaggact catccgacag cataggctcc tcacagaaag cccacgggat cctagcacgg





181
cgcccatctt acagaaaaat tttgaaagac ttatcttctg aagatacacg gggcagaaaa





241
ggagacggag aaaattctgg agtttctgct gctgtcactt ctatgtctgt tccaactccc





301
atctatcaga ctagcagcgg acagtacatt gccattgccc caaatggagc cttacagttg





361
gcaagtccag gcacagatgg agtacaggga cttcagacat taaccatgac aaattcaggc





421
agtactcagc aaggtacaac tattcttcag tatgcacaga cctctgatgg acagcagata





481
cttgtgccca gcaatcaggt ggtcgtacaa actgcatcag gagatatgca aacatatcag





541
atccgaacta caccttcagc tacttctctg ccacaaactg tggtgatgac atctcctgtg





601
actctcacct ctcagacaac taagacagat gacccccaat tgaaaagaga aataaggtta





661
atgaaaaaca gagaagctgc tcgagaatgt cgcagaaaga agaaagaata tgtgaaatgc





721
ctggaaaacc gagttgcagt cctggaaaat caaaataaaa ctctaataga agagttaaaa





781
actttgaagg atctttattc caataaaagt gtttga






Sequence Accession No.: NM000018

Gene: Homo sapiens acyl-Coenzyme A dehydrogenase, very long chain (ACADVL), nuclear gene encoding mitochondrial protein










(SEQ ID NO: 138)










   1
atgcaggcgg ctcggatggc cgcgagcttg gggcggcagc tgctgaggct cgggggcgga






  61
agctcgcggc tcacggcgct cctggggcag ccccggcccg gccctgcccg gcggccctat





 121
gccgggggtg ccgctcagct ggctctggac aagtcagatt cccacccctc tgacgctctg





 181
accaggaaaa aaccggccaa ggcggaatct aagtcctttg ctgtgggaat gttcaaaggc





 241
cagctcacca cagatcaggt gttcccatac ccgtccgtgc tcaacgaaga gcagacacag





 301
tttcttaaag agctggtgga gcctgtgtcc cgtttcttcg aggaagtgaa cgatcccgcc





 361
aagaatgacg ctctggagat ggtggaggag accacttggc agggcctcaa ggagctgggg





 421
gcctttggtc tgcaagtgcc cagtgagctg ggtggtgtgg gcctttgcaa cacccagtac





 481
gcccgtttgg tggagatcgt gggcatgcat gaccttggcg tgggcattac cctgggggcc





 541
catcagagca tcggtttcaa aggcatcctg ctctttggca caaaggccca gaaagaaaaa





 601
tacctcccca agctggcatc tggggagact gtggccgctt tctgtctaac cgagccctca





 661
agcgggtcag atgcagcctc catccgaacc tctgctgtgc ccagcccctg tggaaaatac





 721
tataccctca atggaagcaa gctttggatc agtaatgggg gcctagcaga catcttcacg





 781
gtctttgcca agacaccagt tacagatcca gccacaggag ccgtgaagga gaagatcaca





 841
gcttttgtgg tggagagggg cttcgggggc attacccatg ggccccctga gaagaagatg





 901
ggcatcaagg cttcaaacac agcagaggtg ttctttgatg gagtacgggt gccatcggag





 961
aacgtgctgg gtgaggttgg gagtggcttc aaggttgcca tgcacatcct caacaatgga





1021
aggtttggca tggctgcggc cctggcaggt accatgagag gcatcattgc taaggcggta





1081
gatcatgcca ctaatcgtac ccagtttggg gagaaaattc acaactttgg gctgatccag





1141
gagaagctgg cacggatggt tatgctgcag tatgtaactg agtccatggc ttacatggtg





1201
agtgctaaca tggaccaggg agccacggac ttccagatag aggccgccat cagcaaaatc





1261
tttggctcgg aggcagcctg gaaggtgaca gatgaatgca tccaaatcat ggggggtatg





1321
ggcttcatga aggaacctgg agtagagcgt gtgctccgag atcttcgcat cttccggatc





1381
tttgagggga caaatgacat tcttcggctg tttgtggctc tgcagggctg tatggacaaa





1441
ggaaaggagc tctctgggct tggcagtgct ctaaagaatc cctttgggaa tgctggcctc





1501
ctgctaggag aggcaggcaa acagctgagg cggcgggcag ggctgggcag cggcctgagt





1561
ctcagcggac ttgtccaccc ggagttgagt cggagtggcg agctggcagt acgggctctg





1621
gagcagtttg ccactgtggt ggaggccaag ctgataaaac acaagaaggg gattgtcaat





1681
gaacagtttc tgctgcagcg gctggcagac ggggccatcg acctctatgc catggtggtg





1741
gttctctcga gggcctcaag atccctgagt gagggccacc ccacggccca gcatgagaaa





1801
atgctctgtg acacctggtg tatcgaggct gcagctcgga tccgagaggg catggccgcc





1861
ctgcagtctg acccctggca gcaagagctc taccgcaact tcaaaagcat ctccaaggcc





1921
ttggtggagc ggggtggtgt ggtcaccagc aacccacttg gcttctga






Sequence Accession No.: NM018438

Gene: Homo sapiens F-box protein 6 (FBXO6)










(SEQ ID NO: 139)










  1
atggatgctc cccactccaa agcagccctg gacagcatta acgagctgcc cgagaacatc






 61
ctgctggagc tgttcacgca cgtgcccgcc cgccagctgc tgctgaactg ccgcctggtc





121
tgcagcctct ggcgggacct catcgacctc atgaccctct ggaaacgcaa gtgcctgcga





181
gagggcttca tcaccaagga ctgggaccag cccgtggccg actggaaaat cttctacttc





241
ctacggagcc tgcataggaa cctcctgcgc aacccgtgtg ctgaagagga tatgtttgca





301
tggcaaattg atttcaatgg tggggaccgc tggaaggtgg agagcctccc tggagcccac





361
gggacagatt ttcctgaccc caaagtcaag aagtattttg tcacatccta cgaaatgtgc





421
ctcaagtccc agctggtgga ccttgtagcc gagggctact gggaggagct actagacaca





481
ttccggccgg acatcgtggt taaggactgg tttgctgcca gagccgactg tggctgcacc





541
taccaactca aagtgcagct ggcctcggct gactacttcg tgttggcctc cttcgagccc





601
ccacctgtga ccatccaaca gtggaacaat gccacatgga cagaggtctc ctacaccttc





661
tcagactacc cccggggtgt ccgctacatc ctcttccagc atgggggcag ggacacccag





721
tactgggcag gctggtatgg gccccgagtc accaacagca gcattgtcgt cagccccaag





781
atgaccagga accaggcctc ctccgaggct cagcctgggc agaagcatgg acaggaggag





841
gctgcccaat cgccctaccg agctgttgtc cagattttct ga






Sequence Accession No.: NM000904

Gene: Homo sapiens NAD(P)H dehydrogenase, quinone 2 (NQO2)










(SEQ ID NO: 140)










  1
atggcaggta agaaagtact cattgtctat gcacaccagg aacccaagtc tttcaacgga






 61
tccttgaaga atgtggctgt agatgaactg agcaggcagg gctgcaccgt cacagtgtct





121
gatttgtatg ccatgaactt tgagccgagg gccacagaca aagatatcac tggtactctt





181
tctaatcctg aggttttcaa ttatggagtg gaaacccacg aagcctacaa gcaaaggtct





241
ctggctagcg acatcactga tgagcagaaa aaggttcggg aggctgacct agtgatattt





301
cagttcccgc tgtactggtt cagcgtgccg gccatcctga agggctggat ggatagggtg





361
ctgtgccagg gctttgcctt tgacatccca ggattctacg attccggttt gctccagggt





421
aaactagcgc tcctttccgt aaccacggga ggcacggccg agatgtacac gaagacagga





481
gtcaatggag attctcgata cttcctgtgg ccactccagc atggcacatt acacttctgt





541
ggatttaaag tccttgcccc tcagatcagc tttgctcctg aaattgcatc cgaagaagaa





601
agaaagggga tggtggctgc gtggtcccag aggctgcaga ccatctggaa ggaagagccc





661
atcccctgca cagcccactg gcacttcggg caataa






Sequence Accession No.: NM001008495

Gene: Homo sapiens transmembrane protein 64 (TMEM64)










(SEQ ID NO: 141)










  1
atgggtctga tgatggtggg cgtcctcatc ggcaccttca tcgcccatgt ggtctgcaag






 61
cggctcctca ccgcctgggt ggccgccagg atccagagca gcgagaagct gagcgcggtt





121
attcgcgtag tggagggagg aagcggcctg aaagtggtgg cgctggccag actgacaccc





181
ataccttttg ggcttcagaa tgcagtgttt tcgattactg atctctcatt acccaactat





241
ctgatggcat cttcggttgg actgcttcct acccagcttc tgaattctta cttgggtacc





301
accctgcgga caatggaaga tgtcattgca gaacagagtg ttagtggata ttttgttttt





361
tgtttacaga ttattataag tataggcctc atgttttatg tagttcatcg agctcaagtg





421
gaattgaatg cagctattgt agcttgtgaa atggaactga aatcttctct ggttaaaggc





481
aatcaaccaa ataccagtgg ctcttcattc tacaacaaga ggaccctaac attttctgga





541
ggtggaatca atgttgtatg a






Sequence Accession No.: NM024699

Gene: Homo sapiens zinc finger, AN1-type domain 1 (ZFAND1)










(SEQ ID NO: 142)



  1 atggcggagt tggacatcgg gcagcactgc caggtggagc attgccggca gcgagatttt






 61 cttccatttg tgtgtgatga ttgttcagga atattttgcc ttgaacacag aagcagggag





121 tctcatggtt gtcctgaggt gactgtaatc aatgagagac tgaagacaga tcaacataca





181 tcttacccat gctctttcaa agactgtgct gagagagaac ttgtggcagt tatatgtcct





241 tattgtgaga agaatttttg cctgagacac cgtcatcagt cagatcatga gtgtgaaaaa





301 ctggaaatcc caaagcctcg aatggctgcc actcagaaac ttgttaaaga cattattgat





361 tccaagacag gagaaacagc aagtaaacga tggaaaggtg ccaaaaatag tgaaacagct





421 gcaaaggttg cattgatgaa attaaagatg catgctgatg gcgataagtc attaccacag





481 acagaaagaa tttactttca ggttttctta cctaaaggga gcaaagagaa gagcaaacca





541 atgctctttt gccaccgatg gagcattgga aaggccatag actttgccgc ttctctagcc





601 aggcttaaaa atgacaataa caaatttaca gctaagaaat taaggctgtg tcacattact





661 tcaggagaag ccttaccctt ggatcatact ttggaaacct ggattgctaa ggaggattgt





721 cctttatata atggtggaaa tataatcttg gaatatctca atgatgaaga acaattctgt





781 aaaaatgttg aatcttactt ggaatag






Sequence Accession No.: NM016040

Gene: Homo sapiens transmembrane emp24 protein transport domain containing 5 (TMED5)










(SEQ ID NO: 143)



  1 atgggcgaca agatctggct gcccttcccc gtgctccttc tggccgctct gcctccggtg






 61 ctgctgcctg gggcggccgg cttcacacct tccctcgata gcgacttcac ctttaccctt





121 cccgccggcc agaaggagtg cttctaccag cccatgcccc tgaaggcctc gctggagatc





181 gagtaccaag ttttagatgg agcaggatta gatattgatt tccatcttgc ctctccagaa





241 ggcaaaacct tagtttttga acaaagaaaa tcagatggag ttcacactgt agagactgaa





301 gttggtgatt acatgttctg ctttgacaat acattcagca ccatttctga gaaggtgatt





361 ttctttgaat taatcctgga taatatggga gaacaggcac aagaacaaga agattggaag





421 aaatatatta ctggcacaga tatattggat atgaaactgg aagacatcct ggaatccatc





481 aacagcatca agtccagact aagcaaaagt gggcacatac aaattctgct tagagcattt





541 gaagctcgtg atcgaaacat acaagaaagc aactttgata gagtcaattt ctggtctatg





601 gttaatttag tggtcatggt ggtggtgtca gccattcaag tttatatgct gaagagtctg





661 tttgaagata agaggaaaag tagaacttaa






Sequence Accession No.: NM006810

Gene: Homo sapiens protein disulfide isomerase family A, member 5 (PDIA5)










(SEQ ID NO: 144)



   1 atggcgcggg ccgggccggc gtggctgctg ctggcaatct gggtggtcct gccatcatgg






  61 ctgtcctctg caaaggtctc ctcgctcatt gagagaatct ctgaccccaa ggacttgaaa





 121 aaactgctca gaacccggaa taatgtactg gtgctttact ccaaatctga ggtggcagct





 181 gaaaatcatc tcaggttact gtccacagtg gcccaggcgg tgaaaggaca agggaccatc





 241 tgctgggtgg actgtggtga tgcagagagt agaaaattgt gcaagaagat gaaagttgac





 301 ctgagcccga aggacaaaaa ggttgaatta ttccattacc aggatggtgc atttcatact





 361 gaatataacc gagctgtgac atttaagtcc atagtggcct ttttgaagga tccaaaaggg





 421 cccccactgt gggaggaaga tcctggagcc aaagatgttg tccaccttga cagtgaaaag





 481 gacttcagac ggctcctgaa gaaggaagag aagccgctcc tgatcatgtt ttatgccccc





 541 tggtgcagca tgtgcaagag gatgatgccg catttccaga aggctgcgac tcagctgcga





 601 ggccacgccg tgctggccgg gatgaatgtc tactcctctg aatttgaaaa catcaaggag





 661 gagtacagcg tgcgcggctt ccccaccatc tgctattttg agaaaggacg gttcttgttc





 721 cagtatgaca actatgggtc cacagctgag gacattgtgg agtggctgaa gaatccgcag





 781 ccgccacagc cccaggtccc tgagactccc tgggcagatg agggcggctc cgtttatcac





 841 ctgaccgatg aagactttga ccagtttgtg aaggaacact cctctgtcct cgtcatgttc





 901 cacgccccat ggtgtggcca ctgtaagaaa atgaagccgg agtttgagaa ggcagcagaa





 961 gccctccatg gagaagcgga tagctctggt gtccttgcag ctgtcgatgc cactgtcaac





1021 aaggccctgg cagaaagatt ccacatctca gagtttccta cgttgaagta ttttaagaat





1081 ggagagaaat acgcagtgcc tgtgctcagg acaaagaaga agtttctcga gtggatgcaa





1141 aaccctgagg cccccccgcc cccagagccc acgtgggaag agcagcagac aagcgtgttg





1201 cacctggtgg gggacaactt ccgggagacc ctgaagaaga agaaacacac cttggtcatg





1261 ttctacgccc cttggtgccc acactgtaag aaggtcattc cgcactttac tgctactgct





1321 gatgccttca aagatgaccg aaagattgcc tgtgccgctg ttgactgtgt caaagacaag





1381 aaccaagacc tgtgccagca ggaggcggtc aagggctacc ccactttcca ctactaccac





1441 tatgggaagt tcgcagaaaa gtatgacagc gaccgcacag aattgggatt taccaattat





1501 attcgagccc tccgggaggg agaccatgaa agactaggga aaaagaagga agagttataa






Sequence Accession No.: NM033375

Gene: Homo sapiens myosin IC (MYO1C)










(SEQ ID NO: 145)



   1 atggagagtg cgctcaccgc ccgtgaccgg gtgggggtgc aggatttcgt gctgctggag






  61 aacttcacca gcgaggccgc cttcatcgag aacctgcggc ggcgatttcg ggagaatctc





 121 atctacacct acattggccc cgtcctggtc tctgtcaatc cctaccggga cctgcagatc





 181 tacagccggc agcatatgga gcgttaccgt ggcgtcagct tctatgaagt gccccctcac





 241 ctgtttgccg tggcggacac tgtgtaccga gcactgcgca cggagcgtcg ggaccaggct





 301 gtgatgatct ctggggagag cggggcaggc aagaccgagg ccaccaagag gctgctgcag





 361 ttctatgcag agacctgccc agcccccgag cgcggaggtg ccgtgcggga ccggctgcta





 421 cagagcaacc cggtgctgga ggcctttgga aatgccaaga ccctccggaa cgataactcc





 481 agcaggttcg ggaagtacat ggatgtgcag tttgacttca agggtgcccc cgtgggtggc





 541 cacatcctca gttacctcct ggaaaagtca cgagtggtgc accagaatca tggggagcgg





 601 aacttccaca tcttctacca gctgctggag gggggcgagg aggagactct tcgcaggctg





 661 ggcttggaac ggaaccccca gagctacctg tacctggtga agggccagtg tgccaaagtc





 721 tcctccatca acgacaagag tgactggaag gtcgtcagga aggctctgac agtcattgat





 781 ttcaccgagg atgaagtgga ggacctgctg agcatcgtgg ccagcgtcct tcatttgggc





 841 aacatccact ttgctgccaa cgaggagagc aatgcccagg tcaccaccga gaaccagctc





 901 aagtatctga ccaggctcct cagcgtggaa ggctcgacgc tgcgagaagc cctgacacac





 961 aggaagatca tcgccaaggg ggaggagctc ctgagcccgc tgaacctgga gcaggccgcg





1021 tacgcacgag acgccctcgc caaggctgtg tacagccgca cttttacctg gctcgtcggg





1081 aagatcaaca ggtcgctggc ctccaaggac gtggagagcc ccagctggcg gagcaccacg





1141 gttctcgggc tcctggatat ttatggcttt gaagtgtttc agcataacag ctttgagcag





1201 ttctgcatca attactgcaa cgagaagctg cagcagctct tcatcgagct cacgctcaag





1261 tcggagcagg aggagtacga ggcagagggc atcgcgtggg agcccgtcca gtatttcaac





1321 aacaaaatca tctgtgatct ggtggaggag aagtttaagg gcatcatctc gattttggat





1381 gaggagtgtc tgcgccccgg ggaggccaca gacctgacct tcctggagaa gctggaggat





1441 actgtcaagc accatccaca cttcctgacg cacaagctgg ctgaccagcg gaccaggaaa





1501 tctctgggcc gaggggaatt ccgccttctg cactatgcgg gggaggtgac ctacagcgtg





1561 accgggtttc tggacaaaaa caatgacctt ctcttccgga accttaagga gaccatgtgt





1621 agctcaaaga atcccattat gagccagtgc tttgaccgga gcgagctcag tgacaagaag





1681 cggccagaga cggtcgccac ccagttcaag atgagcctcc tgcagctggt ggagatcctg





1741 cagtctaagg agcccgccta cgtccgctgc atcaaaccca atgatgccaa acagcccggc





1801 cgctttgacg aggtgctgat ccgccaccag gtgaagtacc tggggctgtt ggaaaacctg





1861 cgcgtgcgca gagccggctt tgcctatcgc cgcaaatacg aagctttcct gcaaaggtac





1921 aagtcactgt gcccagagac gtggcccacg tgggcaggac ggccgcagga tggggtggct





1981 gtgctggtcc gacacctggg ctacaagcca gaagagtaca agatgggcag gaccaagatc





2041 ttcatccgct tccccaagac cctgtttgcc acagaggatg ccctggaggt ccggcggcag





2101 agcctggcca caaagatcca agctgcctgg aggggctttc actggcggca gaaattcctc





2161 cgggtgaaga gatcagccat ctgcatccag tcgtggtggc gtggaacact gggccggagg





2221 aaggcagcca agaggaagtg ggcggcacag accatccggc ggctcatccg aggcttcgtc





2281 ctgcgccacg ccgcccgctg ccccgagaac gccttcttcc tggaccatgt gcgcacctct





2341 tttttgctaa acctgaggcg gcagctgccc cagaatgtcc tggacacctc gtggcccacg





2401 cccccacctg ccgtgcggga ggcctcagag cttctgcggg agttgtgcat aaagaacatg





2461 gtgtggaaat actgccggag tatcagccct gagtggaagc agcagctgca gcagaaggcc





2521 gtggctagtg agatcttcaa gggcaagaag gataattacc ctcagagtgt acccaggctc





2581 ttcatcagca ctcggcttgg tacagatgag atcagccccc gagtgctgca ggccttgggc





2641 tctgagccca ttcagtatgc ggtgcctgtt gtgaaatacg accgcaaggg ctacaagcct





2701 cgctcccggc agctgctgct cacgcccaac gccgtcgtca tcgtggagga cgccaaagtc





2761 aagcagagga ttgattacgc caacctgacc ggaatctctg tcagcagcct gagcgacagt





2821 ctttttgtgc ttcatgtaca gcgtgcggac aataagcaaa agggagatgt ggtgctgcag





2881 agtgaccacg tgattgagac gctgaccaag acagccctca gtgccaaccg cgtgaacagc





2941 atcaacatca accagggcag catcacgttt gcagggggcc ccggcaggga tggcaccatt





3001 gacttcacac ccggctcgga gctgctcatc accaaggcca agaacgggca cctggctgtg





3061 gtcgccccac ggctgaattc tcggtga






Sequence Accession No.: NM024312

Gene: Homo sapiens N-acetylglucosamine-1-phosphate transferase, alpha and beta subunits (GNPTAB)










(SEQ ID NO: 146)



   1 atgctgttca agctcctgca gagacagacc tatacctgcc tgtcccacag gtatgggctc






  61 tacgtgtgct tcttgggcgt cgttgtcacc atcgtctccg ccttccagtt cggagaggtg





 121 gttctggaat ggagccgaga tcaataccat gttttgtttg attcctatag agacaatatt





 181 gctggaaagt cctttcagaa tcggctttgt ctgcccatgc cgattgacgt tgtttacacc





 241 tgggtgaatg gcacagatct tgaactactg aaggaactac agcaggtcag agaacagatg





 301 gaggaggagc agaaagcaat gagagaaatc cttgggaaaa acacaacgga acctactaag





 361 aagagtgaga agcagttaga gtgtttgcta acacactgca ttaaggtgcc aatgcttgtc





 421 ctggacccag ccctgccagc caacatcacc ctgaaggacc tgccatctct ttatccttct





 481 tttcattctg ccagtgacat tttcaatgtt gcaaaaccaa aaaacccttc taccaatgtc





 541 tcagttgttg tttttgacag tactaaggat gttgaagatg cccactctgg actgcttaaa





 601 ggaaatagca gacagacagt atggaggggc tacttgacaa cagataaaga agtccctgga





 661 ttagtgctaa tgcaagattt ggctttcctg agtggatttc caccaacatt caaggaaaca





 721 aatcaactaa aaacaaaatt gccagaaaat ctttcctcta aagtcaaact gttgcagttg





 781 tattcagagg ccagtgtagc gcttctaaaa ctgaataacc ccaaggattt tcaagaattg





 841 aataagcaaa ctaagaagaa catgaccatt gatggaaaag aactgaccat aagtcctgca





 901 tatttattat gggatctgag cgccatcagc cagtctaagc aggatgaaga catctctgcc





 961 agtcgttttg aagataacga agaactgagg tactcattgc gatctatcga gaggcatgca





1021 ccatgggttc ggaatatttt cattgtcacc aacgggcaga ttccatcctg gctgaacctt





1081 gacaatcctc gagtgacaat agtaacacac caggatgttt ttcgaaattt gagccacttg





1141 cctaccttta gttcacctgc tattgaaagt cacattcatc gcatcgaagg gctgtcccag





1201 aagtttattt acctaaatga tgatgtcatg tttgggaagg atgtctggcc agatgatttt





1261 tacagtcact ccaaaggcca gaaggtttat ttgacatggc ctgtgccaaa ctgtgccgag





1321 ggctgcccag gttcctggat taaggatggc tattgtgaca aggcttgtaa taattcagcc





1381 tgcgattggg atggtgggga ttgctctgga aacagtggag ggagtcgcta tattgcagga





1441 ggtggaggta ctgggagtat tggagttgga cagccctggc agtttggtgg aggaataaac





1501 agtgtctctt actgtaatca gggatgtgcg aattcctggc tcgctgataa gttctgtgac





1561 caagcatgca atgtcttgtc ctgtgggttt gatgctggcg actgtgggca agatcatttt





1621 catgaattgt ataaagtgat ccttctccca aaccagactc actatattat tccaaaaggt





1681 gaatgcctgc cttatttcag ctttgcagaa gtagccaaaa gaggagttga aggtgcctat





1741 agtgacaatc caataattcg acatgcttct attgccaaca agtggaaaac catccacctc





1801 ataatgcaca gtggaatgaa tgccaccaca atacatttta atctcacgtt tcaaaataca





1861 aacgatgaag agttcaaaat gcagataaca gtggaggtgg acacaaggga gggaccaaaa





1921 ctgaattcta cagcccagaa gggttacgaa aatttagtta gtcccataac acttcttcca





1981 gaggcggaaa tcctttttga ggatattccc aaagaaaaac gcttcccgaa gtttaagaga





2041 catgatgtta actcaacaag gagagcccag gaagaggtga aaattcccct ggtaaatatt





2101 tcactccttc caaaagacgc ccagttgagt ctcaatacct tggatttgca actggaacat





2161 ggagacatca ctttgaaagg atacaatttg tccaagtcag ccttgctgag atcatttctg





2221 atgaactcac agcatgctaa aataaaaaat caagctataa taacagatga aacaaatgac





2281 agtttggtgg ctccacagga aaaacaggtt cataaaagca tcttgccaaa cagcttagga





2341 gtgtctgaaa gattgcagag gttgactttt cctgcagtga gtgtaaaagt gaatggtcat





2401 gaccagggtc agaatccacc cctggacttg gagaccacag caagatttag agtggaaact





2461 cacacccaaa aaaccatagg cggaaatgtg acaaaagaaa agcccccatc tctgattgtt





2521 ccactggaaa gccagatgac aaaagaaaag aaaatcacag ggaaagaaaa agagaacagt





2581 agaatggagg aaaatgctga aaatcacata ggcgttactg aagtgttact tggaagaaag





2641 ctgcagcatt acacagatag ttacttgggc tttttgccat gggagaaaaa aaagtatttc





2701 caagatcttc tcgacgaaga agagtcattg aagacacaat tggcatactt cactgatagc





2761 aaaaatactg ggaggcaact aaaagataca tttgcagatt ccctcagata tgtaaataaa





2821 attctaaata gcaagtttgg attcacatcg cggaaagtcc ctgctcacat gcctcacatg





2881 attgaccgga ttgttatgca agaactgcaa gatatgttcc ctgaagaatt tgacaagacg





2941 tcatttcaca aagtgcgcca ttctgaggat atgcagtttg ccttctctta tttttattat





3001 ctcatgagtg cagtgcagcc actgaatata tctcaagtct ttgatgaagt tgatacagat





3061 caatctggtg tcttgtctga cagagaaatc cgaacactgg ctaccagaat tcacgaactg





3121 ccgttaagtt tgcaggattt gacaggtctg gaacacatgc taataaattg ctcaaaaatg





3181 cttcctgctg atatcacgca gctaaataat attccaccaa ctcaggaatc ctactatgat





3241 cccaacctgc caccggtcac taaaagtcta gtaacaaact gtaaaccagt aactgacaaa





3301 atccacaaag catataagga caaaaacaaa tataggtttg aaatcatggg agaagaagaa





3361 atcgctttta aaatgattcg taccaacgtt tctcatgtgg ttggccagtt ggatgacata





3421 agaaaaaacc ctaggaagtt tgtttgcctg aatgacaaca ttgaccacaa tcataaagat





3481 gctcagacag tgaaggctgt tctcagggac ttctatgaat ccatgttccc cataccttcc





3541 caatttgaac tgccaagaga gtatcgaaac cgtttccttc atatgcatga gctgcaggaa





3601 tggagggctt atcgagacaa attgaagttt tggacccatt gtgtactagc aacattgatt





3661 atgtttacta tattctcatt ttttgctgag cagttaattg cacttaagcg gaagatattt





3721 cccagaagga ggatacacaa agaagctagt cccaatcgaa tcagagtata g






Sequence Accession No.: NM016027

Gene: Homo sapiens lactamase, beta 2 (LACTB2).










(SEQ ID NO: 147)



  1 atggctgctg tactgcagcg cgtcgagcgg ctgtccaatc gagtcgtgcg tgtgttgggc






 61 tgtaacccgg gtcccatgac cctccaaggc accaacacct acctagtggg gaccggcccc





121 aggagaatcc tcattgacac tggagaacca gcaattccag aatacatcag ctgtttaaag





181 caggctctaa ctgaatttaa cacagcaatc caggaaattg tagtgactca ctggcaccga





241 gatcattctg gaggcatagg agatatttgt aaaagcatca ataatgacac tacctattgc





301 attaaaaaac tcccacggaa tcctcagaga gaagaaatta taggaaatgg agagcaacaa





361 tatgtttatc tgaaagatgg agatgtgatt aagactgagg gagccactct aagagttcta





421 tatacccctg gccacactga tgatcacatg gctctactct tagaagagga aaatgctatc





481 ttttctggag attgcatcct aggggaagga acaacggtat ttgaagacct ctatgattat





541 atgaactctt taaaagagtt attgaaaatc aaagctgata ttatatatcc aggacatggc





601 ccagtaattc ataatgctga agctaaaatt caacaataca tttctcacag aaatattcga





661 gagcagcaaa ttcttacatt atttcgtgag aactttgaga aatcatttac agtaatggag





721 cttgtaaaaa ttatttacaa gaatactcct gagaatttac atgaaatggc taaacataat





781 ctcttacttc atttgaaaaa actagaaaaa gaaggaaaaa tatttagcaa cacagatcct





841 gacaagaaat ggaaagctca tctttag






Sequence Accession No.: NM000983

Gene: Homo sapiens ribosomal protein L22 (RPL22)










(SEQ ID NO: 148)



  1 atggctcctg tgaaaaagct tgtggtgaag gggggcaaaa aaaagaagca agttctgaag






 61 ttcactcttg attgcaccca ccctgtagaa gatggaatca tggatgctgc caattttgag





121 cagtttttgc aagaaaggat caaagtgaac ggaaaagctg ggaaccttgg tggaggggtg





181 gtgaccatcg aaaggagcaa gagcaagatc accgtgacat ccgaggtgcc tttctccaaa





241 aggtatttga aatatctcac caaaaaatat ttgaagaaga ataatctacg tgactggttg





301 cgcgtagttg ctaacagcaa agagagttac gaattacgtt acttccagat taaccaggac





361 gaagaagagg aggaagacga ggattaa






Sequence Accession No.: NM001025234

Gene: Homo sapiens tetraspanin 4 (TSPAN4)










(SEQ ID NO: 149)



  1 atggcgcgcg cctgcctcca ggccgtcaag tacctcatgt tcgccttcaa cctgctcttc






 61 tggctgggag gctgtggcgt gctgggtgtc ggcatctggc tggccgccac acaggggagc





121 ttcgccacgc tgtcctcttc cttcccgtcc ctgtcggctg ccaacttgct catcatcacc





181 ggcgcctttg tcatggccat cggcttcgtg ggctgcctgg gtgccatcaa ggagaacaag





241 tgcctcctgc tcactttctt cctgctgctg ctgctggtgt tcctgctgga ggccaccatc





301 gccatcctct tcttcgccta cacggacaag attgacaggt atgcccagca agacctgaag





361 aaaggcttgc acctgtacgg cacgcagggc aacgtgggcc tcaccaacgc ctggagcatc





421 atccagaccg acttccgctg ctgtggcgtc tccaactaca ctgactggtt cgaggtgtac





481 aacgccacgc gggtacctga ctcctgctgc ttggagttca gtgagagctg tgggctgcac





541 gcccccggca cctggtggaa ggcgccgtgc tacgagacgg tgaaggtgtg gcttcaggag





601 aacctgctgg ctgtgggcat ctttgggctg tgcacggcgc tggtgcagat cctgggcctg





661 accttcgcca tgaccatgta ctgccaagtg gtcaaggcag acacctactg cgcgtag






Sequence Accession No.: NM002948

Gene: Homo sapiens ribosomal protein L15 (RPL15)










(SEQ ID NO: 150)



  1 atgggtgcat acaagtacat ccaggagcta tggagaaaga agcagtctga tgtcatgcgc






 61 tttcttctga gggtccgctg ctggcagtac cgccagctct ctgctctcca cagggctccc





121 cgccccaccc ggcctgataa agcgcgccga ctgggctaca aggccaagca aggttacgtt





181 atatatagga ttcgtgttcg ccgtggtggc cgaaaacgcc cagttcctaa gggtgcaact





241 tacggcaagc ctgtccatca tggtgttaac cagctaaagt ttgctcgaag ccttcagtcc





301 gttgcagagg agcgagctgg acgccactgt ggggctctga gagtcctgaa ttcttactgg





361 gttggtgaag attccacata caaatttttt gaggttatcc tcattgatcc attccataaa





421 gctatcagaa gaaatcctga cacccagtgg atcaccaaac cagtccacaa gcacagggag





481 atgcgtgggc tgacatctgc aggccgaaag agccgtggcc ttggaaaggg ccacaagttc





541 caccacacta ttggtggctc tcgccgggca gcttggagaa ggcgcaatac tctccagctc





601 caccgttacc gctaa






Sequence Accession No.: NM000532

Gene: Homo sapiens propionyl Coenzyme A carboxylase, beta polypeptide (PCCB)










(SEQ ID NO: 151)



   1 atggcggcgg cattacgggt ggcggcggtc ggggcaaggc tcagcgttct ggcgagcggt






  61 ctccgcgccg cggtccgcag cctttgcagc caggccacct ctgttaacga acgcatcgaa





 121 aacaagcgcc ggaccgcgct gctgggaggg ggccaacgcc gtattgacgc gcagcacaag





 181 cgaggaaagc taacagccag ggagaggatc agtctcttgc tggaccctgg cagctttgtt





 241 gagagcgaca tgtttgtgga acacagatgt gcagattttg gaatggctgc tgataagaat





 301 aagtttcctg gagacagcgt ggtcactgga cgaggccgaa tcaatggaag attggtttat





 361 gtcttcagtc aggattttac agtttttgga ggcagtctgt caggagcaca tgcccaaaag





 421 atctgcaaaa tcatggacca ggccataacg gtgggggctc cagtgattgg gctgaatgac





 481 tctgggggag cacggatcca agaaggagtg gagtctttgg ctggctatgc agacatcttt





 541 ctgaggaatg ttacggcatc cggagtcatc cctcagattt ctctgatcat gggcccatgt





 601 gctggtgggg ccgtctactc cccagcccta acagacttca cgttcatggt aaaggacacc





 661 tcctacctgt tcatcactgg ccctgatgtt gtgaagtctg tcaccaatga ggatgttacc





 721 caggaggagc tcggtggtgc caagacccac accaccatgt caggtgtggc ccacagagct





 781 tttgaaaatg atgttgatgc cttgtgtaat ctccgggatt tcttcaacta cctgcccctg





 841 agcagtcagg acccggctcc cgtccgtgag tgccacgatc ccagtgaccg tctggttcct





 901 gagcttgaca caattgtccc tttggaatca accaaagcct acaacatggt ggacatcata





 961 cactctgttg ttgatgagcg tgaatttttt gagatcatgc ccaattatgc caagaacatc





1021 attgttggtt ttgcaagaat gaatgggagg actgttggaa ttgttggcaa ccaacctaag





1081 gtggcctcag gatgcttgga tattaattca tctgtgaaag gggctcgttt tgtcagattc





1141 tgtgatgcat tcaatattcc actcatcact tttgttgatg tccctggctt tctacctggc





1201 acagcacagg aatacggggg catcatccgg catggtgcca agcttctcta cgcatttgct





1261 gaggcaactg tacccaaagt cacagtcatc accaggaagg cctatggagg tgcctatgat





1321 gtcatgagct ctaagcacct ttgtggtgat accaactatg cctggcccac cgcagagatt





1381 gcagtcatgg gagcaaaggg cgctgtggag atcatcttca aagggcatga gaatgtggaa





1441 gctgctcagg cagagtacat cgagaagttt gccaaccctt tccctgcagc agtgcgaggg





1501 tttgtggatg acatcatcca accttcttcc acacgtgccc gaatctgctg tgacctggat





1561 gtcttggcca gcaagaaggt acaacgtcct tggagaaaac atgcaaatat tccattgtaa






Sequence Accession No.: NM001889

Gene: Homo sapiens crystallin, zeta (quinone reductase) (CRYZ)










(SEQ ID NO: 152)



  1 atggcgactg gacagaagtt gatgagagct gttagagttt ttgaatttgg tgggccagaa






 61 gtcctgaaat tgcgatcaga tattgcagta ccgattccaa aagaccatca ggttctaatc





121 aaggtccatg catgtggtgt caaccccgtg gagacataca ttcgctctgg tacttatagt





181 agaaaaccac tcttacccta tactcctggc tcagatgtgg ctggggtgat agaagctgtt





241 ggagataatg catctgcttt caagaaaggt gacagagttt tcactagcag cacgatctct





301 gggggttatg cagagtatgc tcttgcagca gaccacactg tttacaaact acctgaaaaa





361 ctggacttta aacaaggagc tgccatcggc attccatatt ttactgctta tcgagctctg





421 atccacagtg cctgtgtgaa agctggagag agtgttctgg ttcatggggc aagtggagga





481 gttggattag cagcatgcca aattgctaga gcttatggct taaagatttt gggcactgct





541 ggtactgagg aaggacaaaa gattgttttg caaaatggag cccatgaagt gttcaatcac





601 agagaagtga attacattga taaaattaag aagtatgttg gtgagaaagg aattgatata





661 attattgaaa tgttagctaa tgtaaatctt agtaaagact tgagtcttct gtcacatgga





721 ggacgagtga tagttgttgg cagcagaggt actattgaaa taaacccacg agacaccatg





781 gcaaaggagt cgagtataat tggagttact ctcttttcct caaccaagga ggaatttcag





841 caatatgcag cagcccttca agctggaatg gaaattggct ggttgaaacc tgtgataggt





901 tctcaatatc cattggagaa ggtggccgag gctcatgaaa atatcattca tggtagtggg





961 gctactggaa aaatgattct tctcttatga






Sequence Accession No.: NM018981

Gene: Homo sapiens DnaJ (Hsp40) homolog, subfamily C, member 10 (DNAJC10)










(SEQ ID NO: 153)



   1 atgggagtct ggttaaataa agatgactat atcagagact tgaaaaggat cattctctgt






  61 tttctgatag tgtatatggc cattttagtg ggcacagatc aggattttta cagtttactt





 121 ggagtgtcca aaactgcaag cagtagagaa ataagacaag ctttcaagaa attggcattg





 181 aagttacatc ctgataaaaa cccgaataac ccaaatgcac atggcgattt tttaaaaata





 241 aatagagcat atgaagtact caaagatgaa gatctacgga aaaagtatga caaatatgga





 301 gaaaagggac ttgaggataa tcaaggtggc cagtatgaaa gctggaacta ttatcgttat





 361 gattttggta tttatgatga tgatcctgaa atcataacat tggaaagaag agaatttgat





 421 gctgctgtta attctggaga actgtggttt gtaaattttt actccccagg ctgttcacac





 481 tgccatgatt tagctcccac atggagagac tttgctaaag aagtggatgg gttacttcga





 541 attggagctg ttaactgtgg tgatgataga atgctttgcc gaatgaaagg agtcaacagc





 601 tatcccagcc tcttcatttt tcggtctgga atggccccag tgaaatatca tggagacaga





 661 tcaaaggaga gtttagtgag ttttgcaatg cagcatgtta gaagtacagt gacagaactt





 721 tggacaggaa attttgtcaa ctccatacaa actgcctttg ctgctggtat tggctggctg





 781 atcacttttt gttcaaaagg aggagattgt ttgacttcac agacacgact caggcttagt





 841 ggcatgttgg atggtcttgt taatgtagga tggatggact gtgccaccca ggataacctt





 901 tgtaaaagct tagatattac aacaagtact actgcttatt ttcctcctgg agccacttta





 961 aataacaaag agaaaaacag tattttgttt ctcaactcat tggatgctaa agaaatatat





1021 ttggaagtaa tacataatct tccagatttt gaactacttt cggcaaacac actagaggat





1081 cgtttggctc atcatcggtg gctgttattt tttcattttg gaaaaaatga aaattcaaat





1141 gatcctgagc tgaaaaaact aaaaactcta cttaaaaatg atcatattca agttggcagg





1201 tttgactgtt cctctgcacc agacatctgt agtaatctgt atgtttttca gccgtctcta





1261 gcagtattta aaggacaagg aaccaaagaa tatgaaattc atcatggaaa gaagattcta





1321 tatgatatac ttgcctttgc caaagaaagt gtgaattctc atgttaccac gcttggacct





1381 caaaattttc ctgccaatga caaagaacca tggcttgttg atttctttgc cccctggtgt





1441 ccaccatgtc gagctttact accagagtta cgaagagcat caaatcttct ttatggtcag





1501 cttaagtttg gtacactaga ttgtacagtt catgagggac tctgtaacat gtataacatt





1561 caggcttatc caacgacagt ggtattcaac cagtccaaca ttcatgagta tgaaggacat





1621 cactctgctg aacaaatctt ggagttcata gaggatctta tgaatccttc agtggtctcc





1681 cttacaccca ccaccttcaa cgaactagtt acacaaagaa aacacaacga agtctggatg





1741 gttgatttct attctccgtg gtgtcatcct tgccaagtct taatgccaga atggaaaaga





1801 atggcccgga cattaactgg actgatcaac gtgggcagta tagattgcca acagtatcat





1861 tctttttgtg cccaggaaaa cgttcaaaga taccctgaga taagattttt tcccccaaaa





1921 tcaaataaag cttatcatta tcacagttac aatggttgga atagggatgc ttattccctg





1981 agaatctggg gtctaggatt tttacctcaa gtatccacag atctaacacc tcagactttc





2041 agtgaaaaag ttctacaagg gaaaaatcat tgggtgattg atttctatgc tccttggtgt





2101 ggaccttgcc agaattttgc tccagaattt gagctcttgg ctaggatgat taaaggaaaa





2161 gtgaaagctg gaaaagtaga ctgtcaggct tatgctcaga catgccagaa agctgggatc





2221 agggcctatc caactgttaa attttatttc tacgaaagag caaagagaaa ttttcaagaa





2281 gagcagataa ataccagaga tgcaaaagca atcgctgcct taataagtga aaaattggaa





2341 actctccgaa atcaaggcaa gaggaataag gatgaacttt ga






Sequence Accession No.: NM198476

Gene: Homo sapiens chromosome 19 open reading frame 54 (C19orf54)










(SEQ ID NO: 154)



  1 atggcaggta ctctcctgtc gccccccagt ggcgtccccc tggagagact catacgggtg






 61 gccacggaaa gaggctacac ggcccaggga gagatgttct cagtggccga tatgggcagg





121 ctggcccagg aggtgctggg ctgccaggcc aagctgctct ctggtggcct gggcggtccc





181 aacagagacc tcgtcctgca gcacctggtc actggacatc ccctgctcat cccctacgac





241 gaggacttca accatgagcc gtgtcagagg aagggccaca aggcacactg ggcggtgagt





301 gcaggggtcc tgctgggtgt tcgggctgtg cccagtctcg gctacactga ggaccctgag





361 ctgccgggcc tgttccaccc agtgctgggc acgccctgcc aaccaccatc cctgccagag





421 gagggctccc cgggagctgt ctacctgctg tccaagcagg gcaagagttg gcactatcag





481 ctgtgggact acgaccaggt ccgggagagc aacctgcagc tgacggactt ctcgccctca





541 cgggccactg acggccgggt gtacgtggtg cccgtgggtg gggtacgggc tggcctctgt





601 ggccaggccc tgctcctcac accacaggac tgcagccatt ag






Sequence Accession No.: NM002157

Gene: Homo sapiens heat shock 10 kDa protein 1 (chaperonin 10) (HSPE1)










(SEQ ID NO: 155)



  1 atggcaggac aagcgtttag aaagtttctt ccactctttg accgagtatt ggttgaaagg






 61 agtgctgctg aaactgtaac caaaggaggc attatgcttc cagaaaaatc tcaaggaaaa





121 gtattgcaag caacagtagt cgctgttgga tcgggttcta aaggaaaggg tggagagatt





181 caaccagtta gcgtgaaagt tggagataaa gttcttctcc cagaatatgg aggcaccaaa





241 gtagttctag atgacaagga ttatttccta tttagagatg gtgacattct tggaaagtac





301 gtagactga






Sequence Accession No.: AF078844

Gene: Homo sapiens hqp0376 protein










(SEQ ID NO: 156)



  1 atgttgccag tattgccaaa gcctgggatg cccttggcgg cactggtgac ggggctgtca






 61 ggactgttat ggccctgttg tgctgagtta gttggaacag aattcaagct ccctgcacta





121 gtccacctgc cccactgctt cttcgcttct ctcttggaaa gtccagtctc tcctcggctt





181 gcaatggacc ccaactgctc ctgcgccgct ggtgtctcct gcacctgcgc tggttcctgc





241 aagtgcaaag agtgcaaatg cacctcctgc aagaagagct gctgctcctg ctgccccgtg





301 ggctgtagca agtgtgccca gggctgtgtt tgcaaagggg cgtcagagaa gtgcagctgc





361 tgcgactga






The present invention comprises methods by which a practitioner may evaluate the level of expression of any of the foregoing biomarkers or any allele or variant or fragment thereof for the purpose of predicting the sensitivity of a cell from which the biomarker was measured to any IGF1R inhibitor.


In an embodiment of the invention, the method comprises determining that a cell is sensitive if it expresses higher levels of one or more of the biomarkers taken from table 1 (e.g., ELLS1 and/or AUTS2 and/or TCF4 and/or TLE; e.g., all 4, 3, 2 or 1 in any combination whatsoever) than that of any cell known to be resistant to the IGF1R inhibitor. Similarly, in an embodiment of the invention, the method comprises determining that a cell is sensitive if it expresses lower levels of one or more of the biomarkers taken from table 2 than that of any cell known to be resistant to the IGF1R inhibitor. In an embodiment of the invention, a cell characterized by one of such genes exhibiting said comparatively high or low expression is characterized as possessing one biomarker for IGF1R inhibitor sensitivity; similarly, a cell characterized by, e.g., four or five or more of such genes exhibiting said comparatively high or low expression is characterized as possessing biomarkers for IGF1R inhibitor sensitivity.


In an embodiment of the invention, the level of expression of a gene in table 1 (e.g., ELLS1 and/or AUTS2 and/or TCF4 and/or TLE; e.g., all 4, 3, 2 or 1 in any combination whatsoever) or table 3 in a sensitive cell is, e.g., higher or lower, respectively, by any detectable and/or significant degree, e.g., at least about 1% (e.g., at least about 2%, 3%, 4%, 5%, 10%, 25%, 50%, 75%, 100%, 200%, 300%, 500% or 700%) higher or lower, respectively, than that of a resistant cell. In an embodiment of the invention, a sensitive cell possesses more than one biomarker for IGF1R inhibitor sensitivity. For example, in an embodiment of the invention, the sensitive cell comprises all of the biomarkers for IGF1R inhibitor sensitivity described in tables 1 and 3. In an embodiment of the invention, one or more of the biomarkers for IGF1R inhibitor sensitivity possessed by a sensitive cell exhibit levels of expression, when compared to that of a resistant cell, similar to that set forth in any of tables 1, 3, 5, or 7 (a-k).


In an embodiment of the invention, the magnitude of overexpression of one or more of the biomarkers in table 1 (e.g., ELLS1 and/or AUTS2 and/or TCF4 and/or TLE; e.g., all 4, 3, 2 or 1 in any combination whatsoever), relative to that of an IGF1R resistant cell is approximately as set forth in table 1 or more (i.e., greater magnitude of overexpression). For example, in an embodiment of the invention, a malignant cell is determined to be sensitive to an IGF1R inhibitor if the ratio of the TRE2 expression level in the cell being evaluated divided by the TRE2 expression level of an IGF1R inhibitor resistant cell is at least about 3.8. In an embodiment of the invention, the resistant cell used in this comparison is 22rv1, 2774 or H838. In an embodiment of the invention, a one or more genes other than TRE2 or one or more other genes in addition to TRE2 are evaluated. Similarly, the magnitude of underexpression of one or more of the biomarkers in table 3, relative to that of an IGF1R inhibitor resistant cell is approximately as set forth in table 3 or more (i.e., greater magnitude of underexpression).


In an embodiment of the invention, a sensitive cell can be evaluated for possession of one or more biomarkers for IGF1R inhibitor sensitivity by comparison of the expression levels of one or more of the genes set forth in Tables 1 and 3 to that of any of the following resistant cell lines: 22rv1, 2774 and H838. In an embodiment of the invention, a sensitive cell overexpresses one or more of the genes set forth in table 1 (e.g., ELLS1 and/or AUTS2 and/or TCF4 and/or TLE; e.g., all 4, 3, 2 or 1 in any combination whatsoever) and/or underexpresses one or more of the genes set forth in table 3 when compared to that of 22rv1, 2774 and H838. Cell line 22rv1 is a human prostate carcinoma cell line (see ATCC deposit no. CRL-2505). Cell line 2774 is an ovarian cancer cell line. H838 is a non-small cell lung cancer cell line (see ATCC deposit no. CRL-5844). These cells are known in the art.


The term “overexpress” or “high expression”, when used on the context of a comparison of gene expression levels in a cell and a reference cell, relates to cells characterized by expression of a given gene at a higher level than that of a reference cell. For example, in the present invention, IGF1R sensitive cells express the TRE2 gene at a higher level than that of resistant cells; thus, the TRE2 is overexpressed or exhibits high expression in sensitive cells. Similarly, the acetyl-coenzyme A acetyltransferase 1 gene is “underexpressed” or exhibits “low expression” in IGF1R inhibitor sensitive cells. In an embodiment of the invention, the terms overexpress, underexpress, high expression or low expression refer to expression of mRNA encoded by the biomarker gene. In an embodiment of the invention, the terms refers to expression of protein encoded by the biomarker gene.


Specifically, the present invention includes a method for evaluating sensitivity of malignant cells to an IGF1R inhibitor (e.g., an anti-IGF1R antibody) comprising determining if said cells exhibit high expression (e.g., RNA or protein expression (transcription or translation)) of one or more genes set forth in table 1 (e.g., ELLS1 and/or AUTS2 and/or TCF4 and/or TLE; e.g., all 4, 3, 2 or 1 in any combination whatsoever) or low expression of one or more genes set forth in table 3 relative to that of a cell resistant to said inhibitor. The present method may be used to evaluate sensitivity of in vitro cells, e.g., a cell line, or to evaluate sensitivity of cells derived from the body of a subject suffering from cancer. The cells evaluated under this method are determined to be sensitive if said high expression or said low expression is observed. In a more specific embodiment of the invention, the method comprises the steps of (a) obtaining a sample of one or more malignant cells from the body of a subject (e.g., a biopsy of tumor tissue or a blood sample from a suffering from a blood cancer such as leukemia); optionally transferring such a sample to a testing facility such as a laboratory for: (b) evaluating expression of one or more genes set forth in table 1 (e.g., ELLS1 and/or AUTS2 and/or TCF4 and/or TLE; e.g., all 4, 3, 2 or 1 in any combination whatsoever) or table 3 in the malignant cells; and (c) comparing said expression level to that of cells resistant to said IGF1R inhibitor; wherein the cells are determined to be sensitive to the inhibitor if expression of one or more genes in table 1 is higher than that of a cell resistant to said inhibitor or if expression of one or more genes in table 3 is lower than that of a cell resistant to said inhibitor.


Patient selection methods are also within the scope of the present invention. Such methods are beneficial, e.g., for the efficient targeting of subjects with cancer that is likely to be responsive to a given IGF1R inhibitor therapy. Specifically, the present invention provides a method for selecting a subject with malignant cells for treatment with an IGF1R inhibitor comprising evaluating sensitivity of the malignant cells to said inhibitor, e.g., by the method discussed above; wherein said subject is selected if said cells are determined to be sensitive. Moreover, the present invention provides a method for identifying a subject with malignant cells sensitive to an IGF1R inhibitor comprising evaluating sensitivity of the malignant cells to said inhibitor, e.g., by the method discussed above; wherein said subject is identified if said cells are determined to be sensitive.


Methods of treating cancer with an IGF1R inhibitor including selecting, e.g., pre-selecting, subjects with cancers sensitive or likely to be sensitive to the inhibitor are also provided herein. For example, the present invention provides a method for treating a tumor or cancerous condition with an IGF1R inhibitor comprising evaluating sensitivity of malignant cells, which are in said tumor or which mediate said cancerous condition, to said inhibitor, e.g., by the method discussed above, and, if said cells are determined to be sensitive, commencing or continuing treatment by administering, to the subject, a therapeutically effective dose of the inhibitor. In an embodiment of the invention, the evaluation may be performed after treatment has been commenced and, if the malignant cells in the body of the subject being tested are determined to be sensitive, treatment may be continued at the same or a different dose.


The present invention also provides methods for selecting a therapy suitable for treatment of cancer by prescreening the subject's malignant cells for IGF1R inhibitor sensitivity. For example, the present invention provides a method for selecting a therapy for a subject with one or more malignant cells comprising evaluating sensitivity of the cells to an IGF1R inhibitor, e.g., by the method discussed above; wherein said inhibitor is selected as the therapy if said cells are determined to be sensitive to the inhibitor.


The scope of the present invention also provides a method of advertising an IGF1R inhibitor or a pharmaceutically acceptable composition thereof or a therapeutic regimen comprising administration of said inhibitor or composition comprising promoting, to a target audience, the use of the inhibitor or composition for treating a patient or patient population whose tumors or cancerous conditions are mediated by malignant cells that exhibit increased expression of one or more genes set forth in table 1 (e.g., ELLS1 and/or AUTS2 and/or TCF4 and/or TLE; e.g., all 4, 3, 2 or 1 in any combination whatsoever), relative to cells resistant to said inhibitor; or that exhibit decreased expression of one or more genes set forth in table 3, relative to cells resistant to said inhibitor. Such uses may be promoted by any medium including, e.g., television, print or radio.


The present invention also provides articles of manufacture including one or more IGF1R inhibitors and literature explaining the relationship between the biomarkers of the present invention and sensitivity of a subject's cancer to the inhibitor. Specifically, the present invention provides an article of manufacture comprising, packaged together, an IGF1R inhibitor or a pharmaceutical composition thereof comprising a pharmaceutically acceptable carrier; and a label stating that the agent or pharmaceutical composition is indicated for treating patients having a tumor comprising malignant cells or a cancerous condition mediated by malignant cells that exhibit increased expression of one or more genes set forth in table 1 (e.g., ELLS1 and/or AUTS2 and/or TCF4 and/or TLE; e.g., all 4, 3, 2 or 1 in any combination whatsoever), relative to cells resistant to said inhibitor; or that exhibit decreased expression of one or more genes set forth in table 3, relative to cells resistant to said inhibitor. Methods of making such articles also form a part of the present invention. For example, the present invention provides a method for manufacturing an IGF1R inhibitor or a pharmaceutical composition thereof comprising a pharmaceutically acceptable carrier said method comprising combining, in a package, the inhibitor or composition; and a label conveying that the inhibitor or composition is indicated for treating patients having a tumor comprising malignant cells or a cancerous condition mediated by malignant cells that exhibit increased expression of one or more genes set forth in table 1, relative to cells resistant to said inhibitor; or that exhibit decreased expression of one or more genes set forth in table 3, relative to cells resistant to said inhibitor.


Analysis and Determination of Expression Levels

An aspect of the invention includes determining whether a patient exhibits elevated or decreased levels of RNA or protein encoding various genes. Gene expression can be quantitated in a patient by any of the numerous methods known in the art. Expression can be quantited, for example, by simply hiring or contracting with a commercial laboratory to perform an assay wherein the patient's or subject's sample is harvested/biopsied and transferred to the lab. Alternatively, the practitioner can perform the assay himself. In an embodiment of the invention, expression is quantitated by a northern blot analysis, gene chip expression analysis, RT-PCR (real-time polymerase chain reaction), radioimmunoassay (RIA) (see e.g., Smith et al., J. Clin. Endocrin. Metab. 77(5): 1294-1299 (1993); Cohen et al., J. Clin. Endocrin. Metab. 76(4): 1031-1035 (1993); Dawczynski et al., Bone Marrow Transplant. 37:589-594 (2006); and Clemmons et al., J. Clin. Endocrin. Metab. 73:727-733 (1991)), western blot (WLB) or by ELISA (enzyme linked immunosorbent assay).


Any method for determining biomarker expression, e.g., as discussed herein, may be used to compare the expression level of the sample being evaluated (e.g., malignant or cancerous cells or an extract thereof) and the expression level of a resistant cell sample or an extract thereof so as to determine if the biomarker is overexpressed or underexpressed in the sample relative to that of the resistant cell. The quantity of cell samples being evaluated may be normalized against e.g., total cellular protein or RNA to ensure an accurate and meaningful comparison.


Northern blot analysis of biomarker transcription in a sample is, in an embodiment of the invention, performed. Northern analysis is a standard method for detection and quantitation of mRNA levels in a sample. Initially, RNA is isolated from a sample to be assayed (e.g., tumor tissue). In the analysis, the RNA samples are first separated by size via electrophoresis in an agarose gel under denaturing conditions. The RNA is then transferred to a membrane, crosslinked and hybridized with a labeled probe. In an embodiment of the invention, Northern hybridization involves polymerizing radiolabeled or nonisotopically detectably labeled DNA, in vitro, or generation of oligonucleotides as hybridization probes. In an embodiment of the invention, the membrane holding the RNA sample is prehybridized or “blocked” prior to probe hybridization to prevent the probe from coating the membrane and, thus, to reduce non-specific background signal. After hybridization, typically, unhybridized probe is removed by washing in several changes of buffer. Stringency of the wash and hybridization conditions can be designed, selected and implemented by any practitioner of ordinary skill in the art. If a radiolabeled probe was used, the blot can be wrapped in plastic wrap to keep it from drying out and then immediately exposed to film for autoradiography e.g, in the presence of a scintillant. If a nonisotopic probe was used, the blot must, generally, be treated with nonisotopic detection reagents, to develop the detectable probe signal, prior to film exposure. The relative levels of expression of the genes being assayed can be quantified using, for example, densitometry or visual estimation.


In an embodiment of the invention, expression of one or more biomarkers is determined in a gene chip analysis procedure. Such a procedure, in an embodiment of the invention, includes the following steps: target preparation, target hybridization, probe array washing and staining, probe array scan and data analysis. Target preparation entails, in an embodiment of the invention, preparing a biotinylated target RNA obtained from the sample to be tested. In an embodiment of the invention, the target hybridization step includes preparing a hybridization cocktail, including the fragmented target, probe array controls, BSA, and herring sperm DNA. It is then hybridized to the probe array during a 16-hour incubation. In an embodiment of the invention, immediately following hybridization, the probe array undergoes an automated washing and staining. In an embodiment of the invention, in the scanning and analysis step, the hybridized probe array is stained with streptavidin phycoerythrin conjugate and scanned for light emission at 570 nm wavelength. The amount of light emitted at 570 nm is proportional to the bound target at each location on the probe array. Computer analysis using commercially available equipment and software is possible (Affymetrix; Santa Clara, Calif.). Modifications to this general scheme, which are known in the art, form part of the present invention.


Biomarker expression is determined, in an embodiment of the invention, using RT-PCR. RT-PCR allows detection of the progress of a PCR amplification of a target gene in real time. Design of the primers and probes required to detect expression of a biomarker of the invention is within the skill of a practitioner of ordinary skill in the art. RT-PCR can be used to determine the level of RNA encoding a biomarker of the invention in a sample. In an embodiment of the invention, RNA from the tissue sample is isolated, under RNAse free conditions, then converted to DNA by treatment with reverse transcriptase. Methods for reverse transcriptase conversion of RNA to DNA are well known in the art. Reverse transcription may be performed prior to RT-PCR analysis or simultaneously, within a single reaction vessel (e.g., tube).


RT-PCR probes depend on the 5′-3′ nuclease activity of the DNA polymerase used for PCR to hydrolyze an oligonucleotide that is hybridized to the target amplicon (biomarker gene). RT-PCR probes are oligonucleotides that have a fluorescent reporter dye attached to the 5′ end and a quencher moiety coupled to the 3′ end (or vice versa). These probes are designed to hybridize to an internal region of a PCR product. In the unhybridized state, the proximity of the fluor and the quench molecules prevents the detection of fluorescent signal from the probe. During PCR amplification, when the polymerase replicates a template on which an RT-PCR probe is bound, the 5′-3′ nuclease activity of the polymerase cleaves the probe. This decouples the fluorescent and quenching dyes and FRET no longer occurs. Thus, fluorescence increases in each cycle, in a manner proportional to the amount of probe cleavage. Fluorescence signal emitted from the reaction can be measured or followed over time using equipment which is commercially available using routine and conventional techniques. Quantitation of biomarker RNA in a sample being evaluated may be performed by comparison of the amplification signal to that of one or more standard curves wherein known quantities of RNA were evaluated in a similar manner. Such methods are known in the art.


In an embodiment of the invention, western blots are performed as follows: A sample comprising an extract of a tumor tissue source is electrophoresed on 10% polyacrylamide-sodium dodecyl sulfate (SDS-PAGE) gel and electroblotted onto nitrocellulose or some other suitable membrane. The membrane is then incubated with a primary antibody which binds to the protein product of the gene being evaluated, optionally washed and then incubated with a detectably labeled secondary antibody that binds to the primary antibody and optionally washed again. The presence of the secondary antibody is then detected. For example, if the secondary antibody is labeled with a chemilluminescence label, the label is developed with a developing agent, then the membrane is exposed to film and then the film is developed. In an embodiment of the invention, each lane of the autoradiograph is scanned and analyzed by densitometer.


In an embodiment of the invention, an ELISA assay employs an antibody specific for a biomarker coated on a 96-well plate. Standards and samples are pipetted into the wells and biomarker present in a sample is bound to the wells by the immobilized antibody. The wells are washed and biotinylated anti-biomarker antibody is added. After washing away unbound biotinylated antibody, HRP-conjugated streptavidin is pipetted to the wells. The wells are again washed, a TMB substrate solution is added to the wells and color develops in proportion to the amount of biomarker bound. Stop solution added to the reaction changes the color from blue to yellow, and the intensity of the color is measured at 450 nm (see e.g., Human IGF-BP-2 ELISA Kit from RayBiotech, Inc.; Norcross, Ga.; and Angervo M et al., Biochemical and Biophysical Research Communications 189: 1177-83 (1992); Kratz et al., Experimental Cell Research 202: 381-5 (1992); and Frost et al. Journal of Biological Chemistry 266: 18082-8 (1991)). A standard ELISA curve using known concentrations of biomarker can be plotted and the concentration of biomarker in the unknown sample (e.g., the serum of a patient) can be determined by comparing the signal observed therein with the signal observed in the standard.


Radioimmunoassay (RIA) is a scientific method used to detect the presence of a given antigen, e.g., encoded by a biomarker gene. RIA involves mixing known quantities of radioactive antigen (e.g., labeled with gamma-radioactive isotopes of iodine attached to tyrosine) with antibody to that antigen, then adding unlabeled or “cold” antigen and measuring the amount of labeled antigen displaced. Initially, the radioactive antigen is bound to the antibodies. When “cold” (unlabeled) antigen is added, the two compete for antibody binding sites—at higher concentrations of “cold” antigen, more of it binds to the antibody, displacing the radioactive variant. The bound antigens are then separated from the unbound ones and the quantitiy of labeled bound antigen is then quantitated. The bound antigen can be separated from unbound antigen in several ways; for example, by precipitating the antigen-antibody complexes by adding a secondary antibody directed against the primary antibody. In another embodiment of the invention, the antigen-specific antibodies can be coupled to the inner walls of a test tube or microtiter well or to some other solid substrate. After incubation, the contents are removed and the tube, well or substrate, which is washed leaving bound, labeled antibody/antigen complexes; and, then, the radioactive label present in the tube or well of both is measured.


EXAMPLES

This section is intended to further describe the present invention and should not be construed to further limit the invention. Any composition or method set forth herein constitutes part of the present invention.


Example 1
Identification of Biomarkers

Xenograft samples. The xenografts used in this study (and their tissue of origin) are: H322 and H838 (both derived from non-small cell lung carcinoma), SK-N-AS and SK-N-FI (both derived from neuroblastomas), 22rv1 (derived from prostate), 2774 (derived from ovarian) and SJSA-1 (derived from an osteosarcoma). The 22rv1, 2774 and H838 cell lines are resistant to anti-IGF1R antibody (mature Ig fragments of SEQ ID NOs: 8 and 10/κ light chain, γ1 heavy chain) mediated growth inhibition. Cells were injected into nude mice and tumors were allowed to reach approximately 200 mm3 in size before harvesting. Mice were treated with one intraperitoneal injection of either 0.1 mg of anti-IGF-1R antibody (mature Ig fragments of SEQ ID NOs: 8 and 10/κ light chain, γ1 heavy chain) (for xenografted mice bearing SK-N-AS and SK-N-FI tumors) or 0.5 mg of the anti-IGF1R antibody (for xenografted mice bearing SJSA-, H322, H388, 22rv1 and 2774 tumors). Tumors were harvested 48 hrs after antibody treatment and were cut in half and snap-frozen. Half were processed for RNA as described below and the other half were processed for protein identification.


Chip hybridization. RNA was made from cells using the Trizol reagent (Molecular Research Center, Inc.; Cincinnati, Ohio) followed by purification over an RNAeasy column (Qiagen; Valencia, Calif.). Five micrograms of total RNA was used to make probes as described in the Affymetric Expression Analysis Technical Manual (www.affymetrix.com/support/technical/manual/expression_manual.affx) (Affymetrix, Inc; Santa Clara, Calif.). Probes were hybridized to the Affymetrix human (U133 Plus 2.0) high-density oligonucletide arrays as described in the manual.


Microarray analysis. Data analysis was performed using an S+ based program licensed from Insightful Corp. (Seattle, Wash.). Data was filtered so that measurements for probe sets with the prefix AFFX (Affymetrix control probe sets), probe sets which were called “absent” in all experiments, or where less than 7 probe pairs registered data were dropped from the analysis. All data was Log 2 transformed. The data was then normalized to the median inter-quartile range for each probe set. The normalized data was then filtered as follows: an expression percentage restriction was applied so that only conditions where the raw data had a value of 100 in at least three chips were included. Statistical analysis was done in a pair-wise fashion using the multiple testing t-test (with a p value of <0.05) in conjunction with a Benjamin-Hochberg multi-test correction. Data from each sensitive xenograft model was compared to data from each resistant model. Statistically significant gene lists generated from each of the pair-wise comparisons were then overlapped using Venn diagrams to find the genes that were up or down regulated in all sensitive xenografts when compared to all resistant xenografts.


The data from these analyses are set forth below in tables 1-4. In these tables, the name of the gene/biomarker analyzed is set forth along with the Genbank accession number for each gene. Also shown in tables 1 and 3 are the average expression levels of each biomarker in the sensitive (Savg) and resistant (Ravg) cell lines analyzed along with a ratio thereof (Savg/Ravg). The normalized expression levels of each biomarker in each of the resistant (R) and sensitive (S) cell lines are set forth below in tables 2 and 4. The normalized data in table 2 corresponds to the data set forth in table 1 and the normalized data in table 4 corresponds to the data in table 3.









TABLE 1







Genes upregulated in sensitive xenografts relative to resistant xenografts











Probe Description
Acc. Num
Savg/Ravg
R avg
S avg














ubiquitin specific protease 6 (Tre-2
NM_004505
3.837782111
56.83746
218.1298


oncogene)


SMC4 structural maintenance of
NM_001002799
2.209888459
1499.261
3313.199


chromosomes 4-like 1 (yeast)


tribbles homolog 2 (Drosophila)
NM_021643
17.41172933
229.5332
3996.57


transducin-like enhancer of split 4
NM_007005
21.31625909
120.4993
2568.595


(E(sp1) homolog, Drosophila)


Bone morphogenetic protein 7
NM_001719
5.434476936
197.6966
1074.377


(osteogenic protein 1)


protocadherin gamma subfamily C,
NM_002588
2.555349516
948.1301
2422.804


3 /// protocadherin gamma


subfamily C, 3 /// protocadherin


gamma subfamily B, 4 ///


protocadherin gamma subfamily B,


4 /// protocadherin gamma


subfamily A, 8 /// protocadherin


gamma subfamily A, 8 ///


protocadherin ga


autism susceptibility candidate 2
NM_015570
7.815854047
433.5968
3388.929


chromosome 14 open reading
NM_020215
14.12906043
85.42421
1206.964


frame 132


ceramide kinase
NM_022766
3.172632848
377.3073
1197.058


hepatoma-derived growth factor,
NM_016073
3.099552834
636.7927
1973.773


related protein 3


transcription factor 4
NM_003199
13.69711801
230.8982
3162.64


Meis1, myeloid ecotropic viral
NM_002399
5.15772508
293.4639
1513.606


integration site 1 homolog 2


(mouse)


echinoderm microtubule
NM_019063
2.34104038
795.2575
1861.73


associated protein like 4


hypothetical protein Ells1
NM_152793
3.817830274
103.0596
393.4642


KIAA 1450 protein
AB040883
3.690315901
276.5982
1020.735


zinc finger protein 136 (clone pHZ-
NM_003437
2.697125849
230.2471
621.0055


20)


protocadherin gamma subfamily C,
NM_002588
2.970723128
413.2103
1227.533


3 /// protocadherin gamma


subfamily B, 4 /// protocadherin


gamma subfamily A, 8 ///


protocadherin gamma subfamily A,


12 /// protocadherin gamma


subfamily C, 5 /// protocadherin


gamma subfamily C, 4 ///


protocadherin g


D15F37 gene /// hypothetical
NM_001024681
1.943720268
759.0605
1475.401


LOC440248
















TABLE 2







Normalized average values (3 replicates for each xenograft type)















R
R
R
S
S
S
S


Probe Description
22rv1
2774
H838
H322
SJSA
SK-N-AS
SK-N-F1

















ubiquitin specific protease 6 (Tre-2
56.44211
42.18622
71.88406
214.5991
238.7406
196.4884
222.6911


oncogene)


SMC4 structural maintenance of
1790.31781
1062.318
1645.14611
2355.798
4554.257
3403.964
2938.777


chromosomes 4-like 1 (yeast)


tribbles homolog 2 (Drosophila)
40.58009
206.3572
441.66234
3278.909
3808.481
2533.647
6365.244


transducin-like enhancer of split 4
83.08983
234.1031
44.30507
776.8003
1327.044
2957.167
5213.368


(E(sp1) homolog, Drosophila)


Bone morphogenetic protein 7
50.9673
168.406
373.71638
901.8227
1557.482
727.7
1110.505


(osteogenic protein 1)


protocadherin gamma subfamily C,
828.69649
1089.16
926.53393
2042.33
2811.258
3057.21
1780.418


3 /// protocadherin gamma


subfamily C, 3 /// protocadherin


gamma subfamily B, 4 ///


protocadherin gamma subfamily B,


4 /// protocadherin gamma


subfamily A, 8 /// protocadherin


gamma subfamily A, 8 ///


protocadherin ga


autism susceptibility candidate 2
627.51233
518.2484
155.02961
3782.174
2269.25
3850.954
3653.339


chromosome 14 open reading
66.79184
107.3814
82.09941
246.4925
375.508
2069.405
2136.45


frame 132


ceramide kinase
145.56301
575.6707
410.68829
801.1341
1279.177
1089.915
1618.005


hepatoma-derived growth factor,
260.38454
1006.269
643.72469
1694.918
1646.287
1685.546
2868.339


related protein 3


transcription factor 4
335.11211
162.2079
195.37472
526.2484
4925.314
3406.324
3792.675


Meis1, myeloid ecotropic viral
53.10589
287.8154
539.4704
1020.033
971.7221
2922.526
1140.144


integration site 1 homolog 2


(mouse)


echinoderm microtubule
748.57341
849.2821
787.91708
1339.056
1661.188
1746.196
2700.48


associated protein like 4


hypothetical protein Ells1
104.04761
114.8972
90.23405
168.8268
375.4039
463.4918
566.1341


KIAA1450 protein
323.00216
304.2472
202.54519
550.1953
1089.915
1297.933
1144.895


zinc finger protein 136 (clone pHZ-
192.97899
172.4459
325.31646
526.9053
749.1963
543.524
664.3962


20)


protocadherin gamma subfamily C,
362.36505
506.0023
371.26358
841.4886
1578.13
1578.13
912.3857


3 /// protocadherin gamma


subfamily B, 4 /// protocadherin


gamma subfamily A, 8 ///


protocadherin gamma subfamily A,


12 /// protocadherin gamma


subfamily C, 5 /// protocadherin


gamma subfamily C, 4 ///


protocadherin g


D15F37 gene /// hypothetical
802.07871
792.7378
682.36508
1353.989
1619.127
1398.825
1529.665


LOC440248
















TABLE 3







Genes downregulated in sensitive xenografts relative to resistant xenografts.











Probe Description
Acc. Num
Savg/Ravg
R avg
S avg














acetyl-Coenzyme A acetyltransferase 1
NM_000019
−3.245379956
2575.89063
793.710034


(acetoacetyl Coenzyme A thiolase)


aldolase C, fructose-bisphosphate
NM_005165
−5.768075828
1159.3523
200.994636


chromosome 6 open reading frame 192
NM_052831
−5.329368752
917.785933
172.212879


collagen, type IV, alpha 5 (Alport
NM_000495
−3.324838486
1852.4099
557.142823


syndrome)


complement component 1, q
NM_001212
−2.321386792
5219.38693
2248.39176


subcomponent binding protein


cysteine-rich protein 1 (intestinal)
NM_001311
−33.05700201
3016.02373
91.2370618


deaminase domain containing 1
NM_182503
−2.470378364
262.9737
106.450779


glutathione S-transferase kappa 1
NM_015917
−2.994296286
1629.43823
544.180695


glutathione S-transferase omega 2
NM_183239
−5.844624181
1030.33563
176.287748


HTPAP protein
NM_032483
−6.537193516
1753.02323
268.161441


hypothetical protein MGC10744
NM_032354
−3.677723087
813.142267
221.099373


hypothetical protein MGC5306
NM_024116
−3.305463087
1841.13437
556.997407


hypothetical protein MGC54289
NM_178454
−3.250328663
1260.2607
387.733313


macrophage stimulating 1 (hepatocyte
NM_020998
−3.430093203
335.100633
97.694323


growth factor-like)


metallothionein 1E (functional)
NM_175617
−9.533035275
3054.9655
320.460946


parvin, beta
NM_001003828
−3.194142531
514.0407
160.932299


peroxiredoxin 4
NM_006406
−2.90324185
6608.63977
2276.29667


phosphatidic acid phosphatase type 2
NM_032483
−2.298947498
266.0359
115.720738


domain containing 1B


RasGEF domain family, member 1A
NM_145313
−8.464065301
752.942533
88.9575525


L14 /// ribosomal protein L14-like ///
NM_003973
−2.103792894
9681.4598
4601.90726


ribosomal protein L14-like


interferon, gamma-inducible protein 30
NM_006332
−6.574905274
871.058067
132.482223


Activating transcription factor 1
NM_005171
−2.508647643
1327.30717
529.092705


acyl-Coenzyme A dehydrogenase, very
NM_000018
−2.779952512
3286.15267
1182.0895


long chain


F-box protein 6
NM_018438
−6.608973602
624.026833
94.4211418


NAD(P)H dehydrogenase, quinone 2
NM_000904
−4.212543705
1258.5278
298.757209


transmembrane protein 64
NM_001008495
−3.429705418
1715.79683
500.275279


zinc finger, AN1-type domain 1
NM_024699
−2.618678085
1328.24477
507.219568


transmembrane emp24 protein transport
NM_016040
−3.219110394
529.700333
164.54867


domain containing 5


protein disulfide isomerase family A,
NM_006810
−2.453429551
935.6381
381.359269


member 5


Myosin IC
NM_033375
−3.051964172
1685.95957
552.417877


MGC4170 protein
NM_024312
−2.75015402
1595.90433
580.296348


lactamase, beta 2
NM_016027
−4.511312257
1020.94993
226.30886


ribosomal protein L22
NM_000983
−2.271871908
5464.91127
2405.46628


tetraspanin 4
NM_001025234
−4.602614344
1048.2456
227.75004


ribosomal protein L15 /// similar to
NM_002948
−2.398236835
1063.05883
443.266827


ribosomal protein L15


propionyl Coenzyme A carboxylase, beta
NM_000532
−2.605125082
981.0221
376.573895


polypeptide


chromosome 6 open reading frame 192
NM_052831
−5.329368752
917.785933
172.212879


hypothetical protein MGC10744
NM_032354
−3.677723087
813.142267
221.099373


hypothetical protein MGC54289
NM_178454
−3.250328663
1260.2607
387.733313


crystallin, zeta (quinone reductase)
NM_001889
−2.870869801
2340.67357
815.318607


DnaJ (Hsp40) homolog, subfamily C,
NM_018981
−2.180174843
2168.3292
994.566655


member 10


FLJ41131 protein
NM_198476
−2.206539945
912.135067
413.377999


heat shock 10 kDa protein 1 (chaperonin
NM_002157
−2.521036542
4409.95823
1749.26391


10)



Homo sapiens hqp0376 protein mRNA,

AF078844
−3.120461907
891.404633
285.664322


complete cds.


hypothetical protein MGC5306
NM_024116
−3.305463087
1841.13437
556.997407
















TABLE 4







Normalized average values (3 replicates for each xenograft type).















R
R
R
S
S
S
S


Probe Description
22rv1
2774
H838
H322
SJSA
SK-N-AS
SK-N-F1

















acetyl-Coenzyme A acetyltransferase 1 (acetoacetyl
3010.944
2957.167
1759.561
1036.138
338.0986
755.0875
1045.516


Coenzyme A thiolase)


aldolase C, fructose-bisphosphate
1439.149
935.3095
1103.599
180.6934
97.1741
308.0029
218.1082


chromosome 6 open reading frame 192
769.9388
1067.485
915.9341
342.9371
330.4527
9.270197
6.191547


collagen, type IV, alpha 5 (Alport syndrome)
1952.355
1744.986
1859.888
1051.33
706.3797
432.3932
38.46835


complement component 1, q subcomponent binding
5434.758
5728.732
4494.672
1961.851
1889.777
2644.905
2497.034


protein


cysteine-rich protein 1 (intestinal)
667.0264
2715.496
5665.549
59.18665
81.56057
213.7084
10.4926


deaminase domain containing 1
256.1775
281.2287
251.5149
122.6497
117.8902
121.1877
64.07546


glutathione S-transferase kappa 1
1435.164
1810.284
1642.867
238.1621
642.7438
696.3651
599.4518


glutathione S-transferase omega 2
1177.899
1115.133
797.9751
511.0781
43.33918
91.56346
59.17025


HTPAP protein
3260.777
1000.912
997.3804
319.5062
235.666
270.2967
247.1769


hypothetical protein MGC10744
937.6463
808.8341
692.9464
296.3791
211.7473
114.6744
261.5966


hypothetical protein MGC5306
1430.199
2910.397
1182.808
365.3917
546.3191
589.8891
726.3897


hypothetical protein MGC54289
863.768
983.5128
1933.501
458.0305
395.4907
386.815
310.597


macrophage stimulating 1 (hepatocyte growth factor-
455.6556
303.3417
246.3046
108.3759
37.27923
120.4842
124.638


like)


metallothionein 1E (functional)
3401.605
3864.323
1898.968
479.737
342.3908
204.5486
255.1674


parvin, beta
399.458
623.9125
518.7516
71.50638
198.9552
164.6091
208.6585


peroxiredoxin 4
7553.869
6204.073
6067.977
2774.477
1861.178
3408.686
1060.846


phosphatidic acid phosphatase type 2 domain
270.3904
238.5421
289.1752
90.09031
135.9564
115.1603
121.6759


containing 1B


RasGEF domain family, member 1A
826.9177
668.5075
763.4024
128.9618
40.76616
2.084643
184.0176


ribosomal protein L14 /// ribosomal protein L14 ///
13363.4
7241.134
8439.84
4482.227
4894.684
4067.707
4963.011


ribosomal protein L14-like /// ribosomal protein


L14-like


interferon, gamma-inducible protein 30
501.5327
603.0359
1508.606
284.9569
77.82167
80.30957
86.84073


Activating transcription factor 1
1249.383
816.3817
1916.157
598.9949
565.7026
405.2027
546.4706


acyl-Coenzyme A dehydrogenase, very long chain
3371.091
2514.403
3972.964
1956.419
1138.564
619.474
1013.9


F-box protein 6
419.0562
635.5668
817.4575
249.6218
71.18
24.06059
32.8222


NAD(P)H dehydrogenase, quinone 2
1337.2
854.7745
1583.609
263.4344
521.817
217.0525
192.725


transmembrane protein 64
1233.892
1409.532
2503.967
572.924
686.6352
563.7063
177.8356


zinc finger, AN1-type domain 1
1827.936
1061.582
1095.218
431.7643
508.1815
630.1712
458.7613


transmembrane emp24 protein transport domain
378.9595
392.5139
817.6276
153.5644
201.2995
229.3489
73.98188


containing 5


protein disulfide isomerase family A, member 5
822.9723
753.4667
1230.475
334.7871
387.9428
534.7052
268.002


Myosin IC
1697.27
1685.546
1675.063
926.8551
659.5325
272.1202
351.1637


MGC4170 protein
1221.129
1151.262
2415.322
678.0745
550.615
437.7915
654.7045


lactamase, beta 2
1270.341
1269.461
523.0482
343.1986
210.9563
190.8506
160.2299


ribosomal protein L22
7696.57
3937.325
4760.839
2747.683
2231.812
2354.165
2288.204


tetraspanin 4
490.157
624.9513
2029.629
168.6163
308.3874
235.6334
198.3631


ribosomal protein L15 /// similar to ribosomal protein
1103.599
1250.249
835.3286
383.2123
506.5286
415.4123
467.9141


L15 /// similar to ribosomal protein L15


propionyl Coenzyme A carboxylase, beta polypeptide
1162.488
761.6055
1018.973
509.3099
235.715
517.8175
243.4531


chromosome 6 open reading frame 192
769.9388
1067.485
915.9341
342.9371
330.4527
9.270197
6.191547


hypothetical protein MGC10744
937.6463
808.8341
692.9464
296.3791
211.7473
114.6744
261.5966


hypothetical protein MGC54289
863.768
983.5128
1933.501
458.0305
395.4907
386.815
310.597


crystallin, zeta (quinone reductase)
1934.842
2872.319
2214.86
792.1885
883.6309
1254.59
330.8653


OnaJ (Hsp40) homolog, subfamily C, member 10
1821.612
2291.378
2391.997
1102.834
1251.116
772.5583
851.7581


FLJ41131 protein
1135.412
793.7275
807.2658
281.6774
388.2925
583.5854
399.9567


heat shock 10 kDa protein 1 (chaperonin 10)
4928.729
3209.205
5091.941
1725.741
1507.56
2142.382
1621.373


Homo sapiens hqp0376 protein mRNA, complete cds.
577.3891
1258.073
838.7517
363.3208
220.3419
208.8032
350.1914


hypothetical protein MGC5306
1430.199
2910.397
1182.808
365.3917
546.3191
589.8891
726.3897









In addition to the biomarkers set forth above, the expression levels of the additional biomarkers, CDK6, T1MP, CLu and PRL1, were evaluated in all 7 xenografts discussed above. The results of these analyses are set forth below in tables 5 and 6. The normalized data in table 6 corresponds to the data in table 5.









TABLE 5







Analysis of cdk6, TIMP, CLu, PRL1 gene


expression in all 7 xenografts.











Probe Description
Acc. Num
Savg/Ravg
R avg
S avg














cyclin-dependent kinase 6
NM_001259
1.40
2531.52
3544.02


cyclin-dependent kinase 6
NM_001259
1.99
1475.72
2930.52


protein tyrosine
NM_003463
0.20
2303.37
461.79


phosphatase type IVA,


member 1


protein tyrosine
NM_003463
0.15
3145.51
485.65


phosphatase type IVA,


member 1


protein tyrosine
NM_003463
0.18
5693.46
1000.04


phosphatase type IVA,


member 1


protein tyrosine
NM_003463
0.29
4391.44
1283.80


phosphatase type IVA,


member 1


tissue inhibitor of
NM_003254
0.67
5306.41
3535.24


metalloproteinase 1


(erythroid potentiating


activity, collagenase


inhibitor)


clusterin (complement lysis
NM_001831
0.14
4268.88
579.80


inhibitor, SP-40, 40,


sulfated glycoprotein 2,


testosterone-repressed


prostate message 2,


apolipoprotein J)


clusterin (complement lysis
NM_001831
0.18
2785.49
503.36


inhibitor, SP-40, 40,


sulfated glycoprotein 2,


testosterone-repressed


prostate message 2,


apolipoprotein J)
















TABLE 6







Normalized average values for cdk6, TIMP, CLu, PRL1 gene expression in all


7 xenografts.















R
R
R
S
S
S
S


Probe Description
22rv1
2774
H838
H322
SJSA1
SK-N-AS
SK-N-F1

















cyclin-dependent kinase 6
189.02
6347.62
1057.91
2969.49
1507.56
6105.95
3593.07


cyclin-dependent kinase 6
102.01
3896.60
428.54
3036.09
2438.87
3548.52
2698.61


protein tyrosine phosphatase
2836.70
659.99
3413.41
420.69
175.16
697.43
553.91


type IVA, member 1


protein tyrosine phosphatase
4371.76
628.91
4435.87
325.20
307.58
714.31
595.52


type IVA, member 1


protein tyrosine phosphatase
9429.73
1338.13
6312.52
728.61
791.26
1265.07
1215.22


type IVA, member 1


protein tyrosine phosphatase
4807.26
2493.58
5873.48
1305.15
907.91
1341.84
1580.32


type IVA, member 1


tissue inhibitor of
4466.72
6557.82
4894.68
1344.64
10682.78
1100.54
1012.99


metalloproteinase 1 (erythroid


potentiating activity,


collagenase inhibitor)


clusterin (complement lysis
6321.28
463.49
6021.89
693.14
480.90
43.87
1101.31


inhibitor, SP-40,40, sulfated


glycoprotein 2, testosterone-


repressed prostate message


2, apolipoprotein J)


clusterin (complement lysis
3940.05
362.79
4053.63
647.93
530.86
44.71
789.94


inhibitor, SP-40,40, sulfated


glycoprotein 2, testosterone-


repressed prostate message


2, apolipoprotein J)









The analyses of the genes set forth above (cdk6, TIMP, CLu, PRL1) were extended to a larger panel of 24 xenografts. Seven of the xenograft data points used in the studies above were repeated in this study. Expression of each gene analyzed was determined by RT-PCR (Taqman). Expression levels of each gene analyzed in the 22 xenografts which are shown, below, in Tables 7a-7k, are relative to the expression level in the known anti-IGF1R sensitive cell line, H322. The tables set forth the cell line name, its origin and the resistant/sensitive status of the cell line along with the % tumor growth inhibition (% TGI) associated with each cell line.









TABLE 7a







Fold change relative to expression level of


H322.
















Tissue of
sens or








Xenograft
origin
resistant
% TGI
CLU
TIMP
CDK6
BMP7
CERK


















05FTI-05-2774
ovarian
R
10
0.51
7.69
1.53
0.05
0.19


A375-SM
melanoma
R
10
0.18
62.92
0.41
0.003
1.774


22rv1
prostate
R
20
24.18
3.37
0.20
0.00
0.14


MCF7BL
breast
R
22
0.25
1.05
0.06
1.28
0.05


H838
NSCLC
R
24
11.16
7.83
0.28
0.13
0.37


ES2
ovarian
R
30
0.26
7.20
1.72
0.000
2.994


Colo205
colon
R
35
0.18
2.50
0.75
0.72
0.91


WiDr
colon
R
35
0.17
1.32
0.23
0.00
0.14


MB231
breast
R
38
0.03
0.01
0.00
0.00
0.00


MiaPaCa
pancreas
S
50
1.46
8.83
0.75
0.13
0.27


HT29
colon
S
50
0.08
1.55
0.19
0.00
0.24


DU145
prostate
S
50
7.05
3.22
0.05
0.01
1.99


RH30
rhabdo
S
53
0.01
0.44
0.83
0.07
1.71


SW527
breast
S
56
0.25
1.90
0.51
0.66
0.66


RD
rhabdo
S
58
3.10
15.45
11.35
0.09
6.32


SK-N-MC
rhabdo
S
59
0.24
0.29
0.01
0.00
0.87


Hs700T
pancreas
S
59
4.49
0.36
1.41
1.14
0.13


A498
renal
S
59
20.69
6.30
0.95
0.000
0.600


BxPC3
prostate
S
60
7.45
8.52
1.25
0.337
1.480


H322
NSCLC
S
80
1.00
1.00
1.00
1.00
1.00


SK-N-AS
neuro
S
85
0.08
2.22
1.50
0.84
2.60


SJSA
osteo
S
88
0.88
5.92
0.98
0.77
0.54


SK-N-FI
neuro
S
100
2.11
0.84
1.50
0.80
2.55


MX1-04SB



6.22
0.60
0.00
0.60
0.43
















TABLE 7b







Fold change relative to expression level of H322.
















Tissue of
sens or








Xenograft
origin
resistant
% TGI
AUTS2
HDGF
PCDH
SMC4
TLE


















05FTI-05-2774
ovarian
R
10
0.03
0.14
4.37
0.08
0.07


A375-SM
melanoma
R
10
0.000
0.716
31.326
1.643
0.418


22rv1
prostate
R
20
0.18
0.28
3.29
0.68
0.08


MCF7BL
breast
R
22
0.05
0.45
3.75
0.42
0.00


H838
NSCLC
R
24
0.02
0.40
0.57
0.65
0.03


ES2
ovarian
R
30
0.018
0.936
10.135
1.989
0.616


Colo205
colon
R
35
0.11
0.00
0.60
0.27
0.09


WiDr
colon
R
35
0.01
0.00
1.25
0.09
0.07


MB231
breast
R
38
0.00
0.04
14.44
0.00
0.00


MiaPaCa
pancreas
S
50
0.04
0.13
10.27
0.60
0.00


HT29
colon
S
50
0.02
0.00
0.94
0.11
0.12


DU145
prostate
S
50
0.00
1.37
7.64
2.89
0.83


RH30
rhabdo
S
53
0.42
0.69
19.36
1.41
1.11


SW527
breast
S
56
0.00
0.29
5.28
0.32
0.00


RD
rhabdo
S
58
1.40
2.08
47.51
4.91
7.92


SK-N-MC
rhabdo
S
59
0.26
0.25
3.25
0.90
0.00


Hs700T
pancreas
S
59
0.00
0.24
1.16
0.25
0.22


A498
renal
S
59
0.004
0.402
17.242
0.795
1.191


BxPC3
prostate
S
60
0.688
0.029
6.041
0.990
1.235


H322
NSCLC
S
80
1.00
1.00
1.00
1.00
1.00


SK-N-AS
neuro
S
85
1.25
1.83
13.47
1.99
5.83


SJSA
osteo
S
88
0.13
0.32
24.07
0.45
0.50


SK-N-FI
neuro
S
100
0.66
2.03
4.97
1.17
5.08


MX1-04SB



0.01
0.29
2.72
0.28
0.00
















TABLE 7c







Fold change relative to expression level of H322.
















Tissue of
sens or








Xenograft
origin
resistant
% TGI
TRIB
TMTEM77
PPAP
RPL14
GSTO


















05FTI-05-2774
ovarian
R
10
0.02
0.32
1.11
0.50
0.66


A375-SM
melanoma
R
10
2.007
0.600
4.474
2.263
0.062


22rv1
prostate
R
20
0.00
0.95
5.80
3.59
4.65


MCF7BL
breast
R
22
0.01
0.12
0.71
0.57
0.40


H838
NSCLC
R
24
0.19
2.60
3.40
2.80
1.49


ES2
ovarian
R
30
0.179
0.818
2.012
5.816
0.428


Colo205
colon
R
35
0.38
0.32
1.73
0.36
0.33


WiDr
colon
R
35
0.01
0.37
0.61
0.26
0.31


MB231
breast
R
38
0.00
0.00
0.00
0.00
0.00


MiaPaCa
pancreas
S
50
1.23
0.53
0.82
0.59
0.01


HT29
colon
S
50
0.02
0.58
0.54
0.35
0.42


DU145
prostate
S
50
0.14
2.70
7.99
2.62
6.07


RH30
rhabdo
S
53
0.23
0.38
0.21
0.96
0.00


SW527
breast
S
56
0.52
0.28
0.86
0.63
0.56


RD
rhabdo
S
58
7.72
2.95
5.74
6.12
0.08


SK-N-MC
rhabdo
S
59
0.50
0.31
1.96
0.51
0.00


Hs700T
pancreas
S
59
0.01
0.23
0.31
0.59
0.97


A498
renal
S
59
0.108
1.426
3.248
1.716
0.272


BxPC3
prostate
S
60
0.305
3.599
3.487
1.480
3.222


H322
NSCLC
S
80
1.00
1.00
1.00
1.00
1.00


SK-N-AS
neuro
S
85
1.46
1.19
1.73
1.67
0.11


SJSA
osteo
S
88
0.59
0.20
0.55
0.21
0.01


SK-N-FI
neuro
S
100
2.64
0.79
2.34
1.04
0.02


MX1-04SB



0.00
0.22
0.73
0.57
0.51
















TABLE 7d







Fold change relative to expression level of H322.
















Tissue of
sens or








Xenograft
origin
resistant
% TGI
PARVB
MST1
JOSD
IFI30
CRIP


















05FTI-05-2774
ovarian
R
10
30.38
2.19
0.63
0.88
31.47


A375-SM
melanoma
R
10
215.160
1.777
8.609
2.916
1.935


22rv1
prostate
R
20
82.14
7.00
5.26
1.74
22.62


MCF7BL
breast
R
22
5.21
0.70
0.36
0.59
0.17


H838
NSCLC
R
24
57.36
1.34
3.58
6.92
160.57


ES2
ovarian
R
30
136.270
1.065
13.616
0.040
0.397


Colo205
colon
R
35
5.88
0.20
0.66
1.45
3.61


WiDr
colon
R
35
0.13
0.17
0.50
0.53
50.58


MB231
breast
R
38
3.05
0.00
0.00
0.00
0.00


MiaPaCa
pancreas
S
50
25.97
0.48
0.89
1.98
0.37


HT29
colon
S
50
0.17
0.24
0.86
0.55
64.85


DU145
prostate
S
50
68.71
2.28
14.88
5.10
50.34


RH30
rhabdo
S
53
0.21
0.24
1.11
0.02
0.05


SW527
breast
S
56
0.17
0.27
1.61
1.38
5.59


RD
rhabdo
S
58
274.46
2.92
16.26
0.05
0.59


SK-N-MC
rhabdo
S
59
38.49
0.17
1.55
0.00
34.32


Hs700T
pancreas
S
59
7.32
0.12
0.53
1.38
97.28


A498
renal
S
59
51.853
3.716
3.788
4.795
0.411


BxPC3
prostate
S
60
32.550
1.734
9.817
1.542
169.156


H322
NSCLC
S
80
1.00
1.00
1.00
1.00
1.00


SK-N-AS
neuro
S
85
45.79
0.79
3.91
0.05
8.67


SJSA
osteo
S
88
8.31
0.37
0.32
0.03
0.47


SK-N-FI
neuro
S
100
61.13
2.06
2.99
0.10
0.10


MX1-04SB



4.51
0.74
0.51
1.34
0.28
















TABLE 7e







Fold change relative to expression level of H322.
















Tissue of
sens or








Xenograft
origin
resistant
% TGI
COL14
ACAT1
RASGE
PRDX
PRL1 Affy


















05FTI-05-2774
ovarian
R
10
0.38
0.80
1.28
2.63
1.55


A375-SM
melanoma
R
10
0.000
2.336
0.368
4.683
4.575


22rv1
prostate
R
20
1.55
3.22
6.73
3.07
9.54


MCF7BL
breast
R
22
0.14
0.18
0.07
1.94
4.20


H838
NSCLC
R
24
1.57
2.10
7.90
2.65
8.34


ES2
ovarian
R
30
0.264
2.102
0.000
3.342
2.116


Colo205
colon
R
35
0.00
0.19
0.00
2.24
5.15


WiDr
colon
R
35
0.00
0.12
0.00
0.82
1.17


MB231
breast
R
38
0.00
0.05
0.00
0.00
0.02


MiaPaCa
pancreas
S
50
0.00
1.03
0.42
3.26
2.04


HT29
colon
S
50
0.00
0.16
0.00
0.85
1.67


DU145
prostate
S
50
0.01
3.67
13.47
2.09
14.16


RH30
rhabdo
S
53
0.01
0.41
0.00
3.06
2.14


SW527
breast
S
56
0.00
0.67
0.02
3.38
2.40


RD
rhabdo
S
58
0.20
2.82
0.03
2.06
2.31


SK-N-MC
rhabdo
S
59
0.00
0.63
0.00
3.14
2.51


Hs700T
pancreas
S
59
0.11
0.13
1.45
2.88
12.71


A498
renal
S
59
0.311
2.432
10.101
0.829
1.133


BxPC3
prostate
S
60
3.012
0.324
0.000
0.590
0.996


H322
NSCLC
S
80
1.00
1.00
1.00
1.00
1.00


SK-N-AS
neuro
S
85
0.56
1.39
0.00
1.11
1.96


SJSA
osteo
S
88
0.23
0.09
0.04
1.03
0.81


SK-N-FI
neuro
S
100
0.00
1.06
2.14
0.36
1.80


MX1-04SB



0.05
0.25
2.46
2.05
2.48
















TABLE 7f







Fold change relative to expression level of H322.

















Tissue of
sens or









Xenograft
origin
resistant
% TGI
GSTK
C6orf192
c14orf132
C1QBP
TMEM64
TMEM5



















05FTI-05-2774
ovarian
R
10
13.55
6.20
0.71
3.17
3.35
3.23


A375-SM
melanoma
R
10
4.07
1.63
0.30
2.28
2.15
0.82


22rv1
prostate
R
20
6.15
3.98
0.45
3.25
2.95
2.74


MCF7BL
breast
R
22
7.02
1.35
1.03
2.64
14.96
1.29


H838
NSCLC
R
24
20.39
3.49
0.05
1.70
4.20
4.00


ES2
ovarian
R
30
3.01
1.07
0.01
1.76
1.20
1.15


Colo205
colon
R
35
13.46
2.22
0.00
1.25
0.05
1.54


WiDr
colon
R
35
7.47
3.11
0.00
0.83
1.16
1.38


MB231
breast
R
38
0.01
0.00
0.00
0.04
0.00
0.00


MiaPaCa
pancreas
S
50
13.62
2.92
0.20
3.33
1.02
2.52


HT29
colon
S
50
13.19
4.46
0.00
0.93
1.07
2.01


DU145
prostate
S
50
3.30
0.77
0.79
0.68
2.42
1.21


RH30
rhabdo
S
53
2.53
3.75
0.01
2.03
1.93
4.23


SW527
breast
S
56
8.51
3.22
0.34
5.38
1.14
2.25


RD
rhabdo
S
58
2.74
0.93
1.31
0.85
0.96
1.50


SK-N-MC
rhabdo
S
59
2.47
3.55
1.96
3.01
4.38
2.03


Hs700T
pancreas
S
59
4.90
2.63
0.39
1.86
5.04
1.52


A498
renal
S
59
20.39
1.16
0.20
0.92
2.49
2.00


BxPC3
prostate
S
60
6.72
1.15
0.00
0.30
0.25
0.69


H322
NSCLC
S
80
1.00
1.00
1.00
1.00
1.00
1.00


SK-N-AS
neuro
S
85
2.85
0.00
10.23
1.18
1.21
1.63


SJSA
osteo
S
88
4.66
1.79
4.86
1.25
2.59
1.97


SK-N-FI
neuro
S
100
3.93
0.00
9.49
1.18
0.51
1.06


MX1-04SB



7.32
0.98
3.46
1.62
5.06
1.26
















TABLE 7g







Fold change relative to expression level of H322.
















Tissue of
sens or








Xenograft
origin
resistant
% TGI
TCF4
PDIA5
NQO2
MEIS2
FBXO


















05FTI-05-2774
ovarian
R
10
0.16
4.62
4.66
0.10
4.03


A375-SM
melanoma
R
10
0.07
4.33
1.45
0.19
0.56


22rv1
prostate
R
20
0.87
3.59
5.37
0.00
3.36


MCF7BL
breast
R
22
0.54
2.41
3.36
0.00
1.38


H838
NSCLC
R
24
0.31
4.21
4.89
0.47
3.13


ES2
ovarian
R
30
0.53
1.61
0.35
0.42
0.03


Colo205
colon
R
35
0.00
5.57
3.52
0.50
0.36


WiDr
colon
R
35
0.03
2.98
1.24
0.00
0.05


MB231
breast
R
38
0.04
0.00
0.00
0.00
0.00


MiaPaCa
pancreas
S
50
0.01
4.82
6.60
9.19
2.01


HT29
colon
S
50
0.01
3.86
1.75
0.14
0.04


DU145
prostate
S
50
0.01
1.08
0.93
1.11
0.65


RH30
rhabdo
S
53
5.74
2.08
1.63
1.11
0.00


SW527
breast
S
56
1.66
2.63
1.58
0.00
0.43


RD
rhabdo
S
58
7.95
0.84
0.33
0.43
0.45


SK-N-MC
rhabdo
S
59
7.03
9.09
7.37
0.61
0.43


Hs700T
pancreas
S
59
0.02
2.86
14.60
0.51
0.69


A498
renal
S
59
0.01
2.13
1.99
0.05
0.68


BxPC3
prostate
S
60
0.01
0.47
0.56
0.37
0.49


H322
NSCLC
S
80
1.00
1.00
1.00
1.00
1.00


SK-N-AS
neuro
S
85
22.79
1.83
0.77
8.89
0.03


SJSA
osteo
S
88
9.80
2.91
3.05
0.85
0.41


SK-N-FI
neuro
S
100
18.56
0.66
0.83
2.15
0.13


MX1-04SB



0.00
2.98
2.76
0.00
2.48
















TABLE 7h







Fold change relative to expression level of H322.
















Tissue of
sens or








Xenograft
origin
resistant
% TGI
ACAD1
EML4
ELLS1
ATF1
MYO1C


















05FTI-05-2774
ovarian
R
10
3.58
1.12
0.63
1.25
4.41


A375-SM
melanoma
R
10
1.51
0.57
0.67
0.52
0.88


22rv1
prostate
R
20
2.86
0.70
0.64
1.97
2.28


MCF7BL
breast
R
22
1.71
1.17
0.90
2.52
0.14


H838
NSCLC
R
24
2.05
0.69
0.52
2.62
1.69


ES2
ovarian
R
30
0.51
0.34
0.34
0.43
0.00


Colo205
colon
R
35
2.34
2.28
0.82
0.96
1.00


WiDr
colon
R
35
1.25
2.75
0.69
0.31
2.18


MB231
breast
R
38
0.00
0.00
0.00
0.00
0.00


MiaPaCa
pancreas
S
50
3.18
5.32
2.33
0.79
2.15


HT29
colon
S
50
2.05
3.50
1.10
0.52
2.70


DU145
prostate
S
50
0.81
0.46
0.68
0.51
0.73


RH30
rhabdo
S
53
0.39
4.55
2.87
2.14
0.19


SW527
breast
S
56
2.62
3.15
1.94
1.74
0.00


RD
rhabdo
S
58
0.51
1.92
6.47
0.55
0.43


SK-N-MC
rhabdo
S
59
1.09
3.01
1.20
1.45
0.68


Hs700T
pancreas
S
59
1.92
0.83
0.70
1.80
0.95


A498
renal
S
59
3.60
1.38
0.38
0.20
0.98


BxPC3
prostate
S
60
0.40
0.89
0.51
0.32
0.00


H322
NSCLC
S
80
1.00
1.00
1.00
1.00
1.00


SK-N-AS
neuro
S
85
0.35
1.64
2.55
0.43
0.00


SJSA
osteo
S
88
1.28
2.10
3.99
0.99
1.30


SK-N-FI
neuro
S
100
0.48
2.05
2.92
0.55
0.68


MX1-04SB



2.60
1.65
1.34
1.53
1.65
















TABLE 7i







Fold change relative to expression level of H322.
















Tissue of
sens or








Xenograft
origin
resistant
% TGI
PCDGH3
HSPE
DNAJC
CRYZ
KIAA


















05FTI-05-2774
ovarian
R
10
16.06
4.03
2.94
6.14
1.17


A375-SM
melanoma
R
10
21.31
1.96
1.47
1.95
0.42


22rv1
prostate
R
20
3.77
4.89
1.85
3.67
1.51


MCF7BL
breast
R
22
10.44
3.43
1.91
1.31
1.48


H838
NSCLC
R
24
0.64
5.25
3.07
3.68
0.40


ES2
ovarian
R
30
6.00
2.00
0.94
0.69
0.30


Colo205
colon
R
35
1.20
1.65
1.41
2.22
6.06


WiDr
colon
R
35
3.11
1.87
2.21
3.49
2.91


MB231
breast
R
38
16.05
0.00
0.00
0.00
0.01


MiaPaCa
pancreas
S
50
20.70
4.16
1.98
3.41
0.82


HT29
colon
S
50
2.76
2.57
2.07
4.88
3.85


DU145
prostate
S
50
2.40
0.59
0.61
1.10
0.19


RH30
rhabdo
S
53
28.60
5.27
1.38
1.62
2.69


SW527
breast
S
56
10.25
3.93
2.26
2.12
1.46


RD
rhabdo
S
58
26.19
2.91
2.35
1.31
1.22


SK-N-MC
rhabdo
S
59
6.90
6.75
2.05
1.88
1.46


Hs700T
pancreas
S
59
3.36
5.26
1.79
2.52
0.50


A498
renal
S
59
12.18
2.36
1.02
6.84
0.45


BxPC3
prostate
S
60
3.02
0.43
0.27
0.38
0.21


H322
NSCLC
S
80
1.00
1.00
1.00
1.00
1.00


SK-N-AS
neuro
S
85
10.86
1.90
1.13
1.73
3.36


SJSA
osteo
S
88
79.84
1.84
1.52
1.80
2.85


SK-N-FI
neuro
S
100
6.08
0.96
1.20
0.55
2.85


MX1-04SB



6.85
2.46
1.79
1.57
0.52
















TABLE 7j







Fold change relative to expression level of H322.
















Tissue of
sens or








Xenograft
origin
resistant
% TGI
RPL22
RPL15
PCCB
ZNF136
TMEM107


















05FTI-05-2774
ovarian
R
10
1.32
2.13
1.48
0.85
4.63


A375-SM
melanoma
R
10
1.07
1.10
2.05
2.85
6.91


22rv1
prostate
R
20
2.44
3.37
3.62
1.17
2.58


MCF7BL
breast
R
22
1.94
7.04
2.73
0.80
2.06


H838
NSCLC
R
24
2.20
1.69
1.67
0.86
1.80


ES2
ovarian
R
30
1.44
2.44
1.06
0.29
4.22


Colo205
colon
R
35
1.56
1.47
1.21
2.61
1.47


WiDr
colon
R
35
0.73
0.74
0.93
0.26
0.56


MB231
breast
R
38
0.00
0.04
0.00
0.00
0.00


MiaPaCa
pancreas
S
50
1.90
1.96
1.28
3.07
3.03


HT29
colon
S
50
0.79
0.79
0.73
0.29
0.53


DU145
prostate
S
50
1.11
1.34
2.62
1.81
1.41


RH30
rhabdo
S
53
8.77
14.79
1.93
4.00
0.17


SW527
breast
S
56
3.64
3.94
2.01
1.06
0.91


RD
rhabdo
S
58
3.52
4.25
1.40
13.66
2.84


SK-N-MC
rhabdo
S
59
4.65
2.43
6.57
1.57
1.15


Hs700T
pancreas
S
59
0.96
1.30
1.13
0.05
1.23


A498
renal
S
59
0.53
0.87
1.16
0.00
4.41


BxPC3
prostate
S
60
1.27
0.91
0.94
2.70
1.15


H322
NSCLC
S
80
1.00
1.00
1.00
1.00
1.00


SK-N-AS
neuro
S
85
1.05
1.55
1.76
2.93
0.58


SJSA
osteo
S
88
0.71
1.08
0.62
0.85
1.00


SK-N-FI
neuro
S
100
0.40
0.69
0.51
3.09
1.55


MX1-04SB



1.08
2.63
5.02
1.91
1.64
















TABLE 7k







Fold change relative to expression level of H322.

















Tissue of
sens or









Xenograft
origin
resistant
% TGI
DEADC
C19orf54
LACTB
ALDOC
ZFAND
TSPAN



















05FTI-05-2774
ovarian
R
10
4.87
6.46
3.72
37.09
3.03
10.90


A375-SM
melanoma
R
10
3.31
4.61
3.41
119.68
3.72
28.58


22rv1
prostate
R
20
2.25
3.18
2.22
21.82
3.44
4.19


MCF7BL
breast
R
22
1.26
2.05
0.22
9.27
1.22
7.72


H838
NSCLC
R
24
1.64
1.71
0.85
12.38
1.43
23.88


ES2
ovarian
R
30
4.63
3.85
3.03
29.51
6.86
26.13


Colo205
colon
R
35
2.87
5.63
2.34
57.82
3.80
0.21


WiDr
colon
R
35
0.62
1.89
2.23
8.42
1.08
2.58


MB231
breast
R
38
0.00
0.00
0.00
0.00
0.01
0.01


MiaPaCa
pancreas
S
50
5.19
5.47
0.77
49.23
3.15
15.08


HT29
colon
S
50
0.67
1.48
1.45
18.33
1.39
1.81


DU145
prostate
S
50
2.61
4.12
22.05
0.11
5.63
15.81


RH30
rhabdo
S
53
3.43
7.49
0.60
0.83
1.52
0.94


SW527
breast
S
56
0.49
0.60
0.79
10.82
2.09
2.36


RD
rhabdo
S
58
5.30
14.39
6.72
35.29
9.41
14.09


SK-N-MC
rhabdo
S
59
1.55
2.61
0.32
20.67
2.91
9.05


Hs700T
pancreas
S
59
1.09
1.18
0.67
3.36
0.91
2.02


A498
renal
S
59
1.59
5.51
9.52
15.61
3.05
24.83


BxPC3
prostate
S
60
3.90
4.07
3.55
16.47
4.17
2.42


H322
NSCLC
S
80
1.00
1.00
1.00
1.00
1.00
1.00


SK-N-AS
neuro
S
85
1.64
2.83
1.11
4.44
2.13
2.57


SJSA
osteo
S
88
0.56
1.97
0.48
0.58
1.01
2.54


SK-N-FI
neuro
S
100
1.29
3.07
0.76
4.08
1.22
1.48


MX1-04SB



0.54
3.34
1.18
20.78
1.92
2.75









Example 2
Statistical Analysis of Biomarker Predictive Value

In this example, the biomarkers set forth herein were statistically analyzed in order to assess their value with respect to predicting the sensitivity of a cell to an IGF1R inhibitor. The biomarkers ELLS1, AUTS2, TCF4 and TLE were found to have a particularly high predictive value.


Predictive Models.

Based on the gene expression data from RT-PCR (Taqman; see above in Tables 7a-7k), two classification methods, Diagonal Linear Discriminant Analysis (DLDA) and Support Vector Machines (SVM), were used to develop multiplex marker assays for prediction of cell line sensitivity to the IGF1R inhibitor (anti-IGF1R antibody LCF/HCA (κ/γ1)).


DLDA is the simplest case of the maximum likelihood discriminant rule, in which the class densities are supposed to have the same diagonal covariance matrix. In the special case of binary classification, the DLDA scheme can be viewed as the “weighted voting scheme” proposed by Golub et al. (Science (1999) 286:531-537).


SVM has been recognized as the most powerful classifier in various applications of pattern classification. For binary classification, SVM learns the classifier by mapping the input training samples into a possibly high-dimensional feature space and seeking a hyperplane in this space which separates the two types of examples with the largest possible margin, i.e. distance to the nearest points. If the training set is not linearly separable, SVM finds a hyperplane, which optimizes a trade-off between good classification and large margin. (Cristianini N, Shawe-Taylor J., An Introduction to Support Vector Machines, Cambridge University Press, Cambridge, UK 2000).


Both DLDA and SVM approaches use the feature selection criterion similar to that described in Golub et al. (Science (1999) 286:531-537) and Slonim et al (“Class Prediction and discovery using gene expression data”, in Proceedings of the 4th Annual International Conference on Computational Molecular Biology (RECOMD), Univeral Academy Press, Tokyo, Japan, pp. 263-272 (2000)). We started with a dataset S consisting of m expression vector xi=(xi1, . . . , xin), 1≦i≦m, where m is the number of xenografts (23) and n is the number of genes measured (57). Each sample is labeled with Yε{+1, −1} (e.g., sensitive vs resistant). In order to find genes that discriminant between the two classes, we calculated a score







F


(

x
j

)


=





μ
j
+

-

μ
j
-




σ
j
+

+

σ
j
-









where μj+ (resp. μj) is the mean expression for gene j using only the xenografts labeled +1 (resp. −1), and σj+ and σj are the standard deviations respectively. The F(xj) score, which is closely related to Fisher criterion score, gave the highest score to those genes whose expression levels differ most on average in the two classes while also favoring those with small deviations in scores in the respective classes.


In order to evaluate the generalization power of each of the classification methods and to estimate their prediction capabilities for unknown samples, we used a standard 10-fold cross-validation technique and split the data randomly and repeatedly into training and test sets. The training sets consisted of randomly chosen subsets containing 90% of each class (resistant and sensitive); the remaining 10% of the samples from each class were left as test sets. The overall accuracy was defined by







overall





accuracy

=


TP
+
TN


TP
+
TN
+
FP
+
FN






where TP, FP, TN and FN refer to the number of true positives, false positives, true negatives and false negatives proteins, respectively. In order to keep computing times reasonable, we reported the average of overall accuracy estimates over 100 runs.


We also used the cross validation method to optimize the feature selection and select models that maximize the classification performance. Genes were first ranked based on F(xj) scores. Then, genes with high Pearson correlation coefficients (≧0.9) with top ranked genes were removed to reduce the redundancy. Genes with least F(xj) scores were further recursively removed and predictive accuracies of classifiers were estimated.


For the DLDA approach, the best classification was achieved using four genes, ELLS1, AUTS2, TCF4 and TLE, in the model. The prediction accuracy was estimated as 72.5%. For the SVM approach, the best prediction accuracy was estimated as 75.7%, with three genes, ELLS1, AUTS2 and TCF4, included in the model.


Statistical analysis was performed using R package which is freely available for example at www.r-project.org.


These data demonstrate that ELLS1, AUTS2, TCF4 and TLE are highly useful biomarkers which can be used to predict sensitivity or resisance of any cell to an IGF1R inhibitor, e.g., with about 70% certainty (e.g., about 72.5% or about 75.5% certainty or a range of from about 72.5% to about 75.5% certainty). The present invention includes methods of evaluating expression of all 4, 3, 2 or just 1 of these biomarkers in any combination whatsoever. Methods of evaluating sensitivity can be used, in turn, e.g., for selecting a patient for IGF1R inhibitor therapy.


The present invention is not to be limited in scope by the specific embodiments described herein. Indeed, various modifications of the invention in addition to those described herein will become apparent to those skilled in the art from the foregoing description. Such modifications are intended to fall within the scope of the appended claims.


Patents, patent applications, publications, product descriptions, and protocols are cited throughout this application, the disclosures of which are incorporated herein by reference in their entireties for all purposes.

Claims
  • 1. A method for evaluating sensitivity of malignant or neoplastic cells to an IGF1R inhibitor comprising determining if said cells exhibit high expression of one or more genes selected from the group consisting of: TRE2; SMC4; TRIB2; TLE4; BMP7; PCDHGC3; AUTS2; C14orf132; CERK; HDGFRP3; TCF4; MEIS2; EML4; C7orf41; KIAA1450; ZNF136; D15F37; CDK6; TIMP; Clu; and PRL1;or low expression of one or more selected from the group consisting of:ACAT1; ALDOC; C6orf192; COL4A5; C1QBP; CRIP1; DEADC1; GSTK1; GSTO2; PPAPDC1B; TMEM107; JOSD3; TMEM77; MST1; MT1E;PARVB; PRDX4; RASGEF1A; RPL14; IFI30; ATF1; ACADVL; FBXO6; NQO2; TMEM64; ZFAND1; TMED5; PDIA5; MYO1C; GNPTAB; LACTB2; RPL22; TSPAN4; RPL15; PCCB; CRYZ; DNAJC10; C19orf54; HSPE1; and hqp0376; or bothrelative to that of a cell resistant to said inhibitor; wherein said cells are determined to be sensitive if said high expression or said low expression is observed.
  • 2. The method of claim 1 comprising a method for evaluating sensitivity of malignant or neoplastic cells to an IGF1R inhibitor comprising determining if said cells exhibit high expression of one or more genes selected from the group consisting of: ELLS1, AUTS2, TCF4 and TLE.
  • 3. The method of claim 2 comprising a method for evaluating sensitivity of malignant or neoplastic cells to an IGF1R inhibitor comprising determining if said cells exhibit high expression of ELLS1, AUTS2, TCF4 and TLE.
  • 4. The method of claim 1 further comprising administering a therapeutically effective dose of said inhibitor, optionally in association with a further therapeutic agent, to the body of a mammalian subject comprising said malignant or neoplastic cells if the cells are determined to be sensitive.
  • 5. The method of claim 4 wherein the further therapeutic agent is one or more members selected from the group consisting of everolimus, trabectedin, abraxane, TLK 286, AV-299, DN-101, pazopanib, GSK690693, RTA 744, ON 0910.Na, AZD 6244 (ARRY-142886), AMN-107, TKI-258, GSK461364, AZD 1152, enzastaurin, vandetanib, ARQ-197, MK-0457, MLN8054, PHA-739358, R-763, AT-9263, a FLT-3 inhibitor, a VEGFR inhibitor, an EGFR TK inhibitor, an aurora kinase inhibitor, a PIK-1 modulator, a Bcl-2 inhibitor, an HDAC inhibitor, a c-MET inhibitor, a PARP inhibitor, a Cdk inhibitor, an EGFR TK inhibitor, an IGFR-TK inhibitor, an anti-HGF antibody, a PI3 kinase inhibitors, an AKT inhibitor, a JAKISTAT inhibitor, a checkpoint-1 or 2 inhibitor, a focal adhesion kinase inhibitor, a Map kinase kinase (mek) inhibitor, a VEGF trap antibody, pemetrexed, erlotinib, dasatanib, nilotinib, decatanib, panitumumab, amrubicin, oregovomab, Lep-etu, nolatrexed, azd2171, batabulin, ofatumumab, zanolimumab, edotecarin, tetrandrine, rubitecan, tesmilifene, oblimersen, ticilimumab, ipilimumab, gossypol, Bio 111, 131-I-TM-601, ALT-110, BIO 140, CC 8490, cilengitide, gimatecan, IL13-PE38QQR, INO 1001, IPdR, KRX-0402, lucanthone, LY 317615, neuradiab, vitespan, Rta 744, Sdx 102, talampanel, atrasentan, Xr 311, romidepsin,
  • 6. The method of claim 1 wherein said inhibitor is a member selected from the group consisting of an antibody or antigen-binding fragment thereof which binds specifically to IGF1R;
  • 7. The method of claim 6 wherein the inhibitor is an antibody or fragment which comprises one or more complementarity determining regions (CDRs) selected from the group consisting of: RASQSIGSSLH (SEQ ID NO: 99),YASQSLS (SEQ ID NO: 100),HQSSRLPHT (SEQ ID NO: 101),SFAMH (SEQ ID NO:102),GFTFSSFAMH (SEQ ID NO: 107),VIDTRGATYYADSVKG (SEQ ID NO: 103), andLGNFYYGMDV (SEQ ID NO: 104); or wherein the antibody or fragment comprises a mature fragment of a light chain immunoglobulin which comprises the amino acid sequence of SEQ ID NO: 2, 4, 6 or 8; and/or wherein the antibody or fragment comprises a mature fragment of a heavy chain immunoglobulin which comprises the amino acid sequence of SEQ ID NO: 10 or 12.
  • 8. The method of claim 1 wherein the malignant or neoplastic cells are in a tumor or mediate a cancerous condition which tumor or condition is selected from the group consisting of osteosarcoma, rhabdomyosarcoma, neuroblastoma, any pediatric cancer, kidney cancer, leukemia, renal transitional cell cancer, Werner-Morrison syndrome, bladder cancer, Wilm's cancer, ovarian cancer, pancreatic cancer, breast cancer, prostate cancer, benign prostatic hyperplasia, bone cancer, lung cancer, gastric cancer, colorectal cancer, cervical cancer, synovial sarcoma, vasoactive intestinal peptide secreting tumors, tumor angiogenesis, head and neck cancer, squamous cell carcinoma, multiple myeloma, solitary plasmacytoma, renal cell cancer, retinoblastoma, germ cell tumor, hepatoblastoma, hepatocellular carcinoma, melanoma, rhabdoid tumor of the kidney, Ewing Sarcoma, chondrosarcoma, haemotological malignancy, chronic lymphoblastic leukemia, chronic myelomonocytic leukemia, acute lymphoblastic leukemia, acute lymphocytic leukemia, acute myelogenous leukemia, acute myeloblastic leukemia, chronic myeloblastic leukemia, Hodgekin's disease, non-Hodgekin's lymphoma, chronic lymphocytic leukemia, chronic myelogenous leukemia, myelodysplastic syndrome, hairy cell leukemia, mast cell leukemia, mast cell neoplasm, follicular lymphoma, diffuse large cell lymphoma, mantle cell lymphoma, Burkitt Lymphoma, mycosis fungoides, seary syndrome, cutaneous T-cell lymphoma, chronic myeloproliferative disorders, a central nervous system tumor, brain cancer, glioblastoma, non-glioblastoma brain cancer, meningioma, pituitary adenoma, vestibular schwannoma, a primitive neuroectodermal tumor, medulloblastoma, astrocytoma, anaplastic astrocytoma, oligodendroglioma, ependymoma, choroid plexus papilloma, a myeloproliferative disorder, polycythemia vera, thrombocythemia, idiopathic myelfibrosis, soft tissue sarcoma, thyroid cancer, endometrial cancer, carcinoid cancer and liver cancer.
  • 9. The method of claim 1 wherein said malignant or neoplastic cells are obtained from an in vitro source.
  • 10. The method of claim 1 wherein said malignant or neoplastic cells are obtained from an in vivo source.
  • 11. The method of claim 1 wherein expression of one or more of said genes is identified by Northern blot analysis.
  • 12. The method of claim 1 comprising: (a) obtaining a sample of one or more malignant or neoplastic cells from the body of a mammalian subject;(b) evaluating the expression level of one or more genes in group I:TRE2; SMC4; TRIB2; TLE4; BMP7; PCDHGC3; AUTS2; C14 or 1132; CERK; HDGFRP3; TCF4; MEIS2; EML4; C7 orf41; KIAA1450; ZNF136; D15F37; CDK6; TIMP; Clu; PRL1; and/or one or more genes in group II: ACAT1; ALDOC; C6orf192; COL4A5; C1QBP; CRIP1; DEADC1; GSTK1; GSTO2; PPAPDC1B; TMEM107; JOSD3; TMEM77; MST1; MT1E; PARVB; PRDX4; RASGEF1A; RPL14; IFI30; ATF1; ACADVL; FBXO6; NQO2; TMEM64; ZFAND1; TMED5; PDIA5; MYO1C; GNPTAB; LACTB2; RPL22; TSPAN4; RPL15; PCCB; CRYZ; DNAJC10; C19orf54; HSPE1; and hqp0376; in the malignant or neoplastic cells; and(c) comparing said expression level to that of cells resistant to said IGF1R inhibitor;wherein the cells are determined to be sensitive to the inhibitor if expression of one or more genes in group I is higher than that of the cell resistant to said inhibitor and/or if expression of one or more genes in group II is lower than that of the cell resistant to said inhibitor.
  • 13. The method of claim 12 wherein step (b) comprises evaluating the expression level of one or more genes selected from the group consisting of ELLS1, AUTS2, TCF4 and TLE.
  • 14. The method of claim 13 wherein step (b) comprises evaluating the expression level of ELLS1, AUTS2, TCF4 and TLE.
  • 15. The method of claim 12 further comprising administering a therapeutically effective dose of said IGF1R inhibitor, optionally in association with a further therapeutic agent, to said subject, if the cells are determined to be sensitive.
  • 16. The method of claim 15 wherein the further therapeutic agent is one or more members selected from the group consisting of everolimus, trabectedin, abraxane, TLK 286, AV-299, DN-101, pazopanib, GSK690693, RTA 744, ON 0910.Na, AZD 6244 (ARRY-142886), AMN-107, TKI-258, GSK461364, AZD 1152, enzastaurin, vandetanib, ARQ-197, MK-0457, MLN8054, PHA-739358, R-763, AT-9263, a FLT-3 inhibitor, a VEGFR inhibitor, an EGFR TK inhibitor, an aurora kinase inhibitor, a PIK-1 modulator, a Bcl-2 inhibitor, an HDAC inhibitor, a c-MET inhibitor, a PARP inhibitor, a Cdk inhibitor, an EGFR TK inhibitor, an IGFR-TK inhibitor, an anti-HGF antibody, a PI3 kinase inhibitors, an AKT inhibitor, a JAK/STAT inhibitor, a checkpoint-1 or 2 inhibitor, a focal adhesion kinase inhibitor, a Map kinase kinase (mek) inhibitor, a VEGF trap antibody, pemetrexed, erlotinib, dasatanib, nilotinib, decatanib, panitumumab, amrubicin, oregovomab, Lep-etu, nolatrexed, azd2171, batabulin, ofatumumab, zanolimumab, edotecarin, tetrandrine, rubitecan, tesmilifene, oblimersen, ticilimumab, ipilimumab, gossypol, Bio 111, 131-I-TM-601, ALT-110, BIO 140, CC 8490, cilengitide, gimatecan, IL13-PE38QQR, INO 1001, IPdR, KRX-0402, lucanthone, LY 317615, neuradiab, vitespan, Rta 744, Sdx 102, talampanel, atrasentan, Xr 311, romidepsin,
  • 17. The method of claim 12 wherein said inhibitor is a member selected from the group consisting of an antibody or antigen-binding fragment thereof which binds specifically to IGF1R;
  • 18. The method of claim 17 wherein the inhibitor is an antibody or fragment which comprises one or more complementarity determining regions (CDRs) selected from the group consisting of: RASQSIGSSLH (SEQ ID NO: 99),YASQSLS (SEQ ID NO: 100),HQSSRLPHT (SEQ ID NO: 101),SFAMH (SEQ ID NO:102),GFTFSSFAMH (SEQ ID NO: 107),VIDTRGATYYADSVKG (SEQ ID NO: 103), andLGNFYYGMDV (SEQ ID NO: 104); or wherein the antibody or fragment comprises a mature fragment of a light chain immunoglobulin which comprises the amino acid sequence of SEQ ID NO: 2, 4, 6 or 8; and/or wherein the antibody or fragment comprises a mature fragment of a heavy chain immunoglobulin which comprises the amino acid sequence of SEQ ID NO: 10 or 12.
  • 19. The method of claim 12 wherein the malignant or neoplastic cells are in a tumor or mediate a cancerous condition selected from the group consisting of osteosarcoma, rhabdomyosarcoma, neuroblastoma, any pediatric cancer, kidney cancer, leukemia, renal transitional cell cancer, Werner-Morrison syndrome, bladder cancer, Wilm's cancer, ovarian cancer, pancreatic cancer, breast cancer, prostate cancer, benign prostatic hyperplasia, bone cancer, lung cancer, gastric cancer, colorectal cancer, cervical cancer, synovial sarcoma, vasoactive intestinal peptide secreting tumors, tumor angiogenesis, head and neck cancer, squamous cell carcinoma, multiple myeloma, solitary plasmacytoma, renal cell cancer, retinoblastoma, germ cell tumor, hepatoblastoma, hepatocellular carcinoma, melanoma, rhabdoid tumor of the kidney, Ewing Sarcoma, chondrosarcoma, haematological malignancy, chronic lymphoblastic leukemia, chronic myelomonocytic leukemia, acute lymphoblastic leukemia, acute lymphocytic leukemia, acute myelogenous leukemia, acute myeloblastic leukemia, chronic myeloblastic leukemia, Hodgekin's disease, non-Hodgekin's lymphoma, chronic lymphocytic leukemia, chronic myelogenous leukemia, myelodysplastic syndrome, hairy cell leukemia, mast cell leukemia, mast cell neoplasm, follicular lymphoma, diffuse large cell lymphoma, mantle cell lymphoma, Burkitt Lymphoma, mycosis fungoides, seary syndrome, cutaneous T-cell lymphoma, chronic myeloproliferative disorders, a central nervous system tumor, brain cancer, glioblastoma, non-glioblastoma brain cancer, meningioma, pituitary adenoma, vestibular schwannoma, a primitive neuroectodermal tumor, medulloblastoma, astrocytoma, anaplastic astrocytoma, oligodendroglioma, ependymoma, choroid plexus papilloma, a myeloproliferative disorder, polycythemia vera, thrombocythemia, idiopathic myelfibrosis, soft tissue sarcoma, thyroid cancer, endometrial cancer, carcinoid cancer and liver cancer.
  • 20. A method for selecting a mammalian subject with malignant or neoplastic cells for treatment with an IGF1R inhibitor comprising evaluating sensitivity of the malignant or neoplastic cells to said inhibitor by the method of claim 1; wherein said subject is selected if said cells are determined to be sensitive.
  • 21. A method for selecting a mammalian subject with malignant or neoplastic cells for treatment with an IGF1R inhibitor comprising evaluating sensitivity of the malignant or neoplastic cells to said inhibitor by the method of claim 2; wherein said subject is selected if said cells are determined to be sensitive.
  • 22. A method for selecting a mammalian subject with malignant or neoplastic cells for treatment with an IGF1R inhibitor comprising evaluating sensitivity of the malignant or neoplastic cells to said inhibitor by the method of claim 3; wherein said subject is selected if said cells are determined to be sensitive.
  • 23. The method of claim 20 wherein said inhibitor is a member selected from the group consisting of an antibody or antigen-binding fragment thereof which binds specifically to IGF1R;
  • 24. The method of claim 23 wherein the inhibitor is an antibody or fragment which comprises one or more complementarity determining regions (CDRs) selected from the group consisting of: RASQSIGSSLH (SEQ ID NO: 99),YASQSLS (SEQ ID NO: 100),HQSSRLPHT (SEQ ID NO: 101),SFAMH (SEQ ID NO:102),GFTFSSFAMH (SEQ ID NO: 107),VIDTRGATYYADSVKG (SEQ ID NO: 103), andLGNFYYGMDV (SEQ ID NO: 104); or wherein the antibody or fragment comprises a mature fragment of a light chain immunoglobulin which comprises the amino acid sequence of SEQ ID NO: 2, 4, 6 or 8; and/or wherein the antibody or fragment comprises a mature fragment of a heavy chain immunoglobulin which comprises the amino acid sequence of SEQ ID NO: 10 or 12.
  • 25. The method of claim 20 wherein, after the subject is selected, the subject is administered a therapeutically effective dose of said IGF1R inhibitor optionally in association with a further therapeutic agent.
  • 26. The method of claim 25 wherein the further therapeutic agent is one or more members selected from the group consisting of everolimus, trabectedin, abraxane, TLK 286, AV-299, DN-101, pazopanib, GSK690693, RTA 744, ON 0910.Na, AZD 6244 (ARRY-142886), AMN-107, TKI-258, GSK461364, AZD 1152, enzastaurin, vandetanib, ARQ-197, MK-0457, MLN8054, PHA-739358, R-763, AT-9263, a FLT-3 inhibitor, a VEGFR inhibitor, an EGFR TK inhibitor, an aurora kinase inhibitor, a PIK-1 modulator, a Bcl-2 inhibitor, an HDAC inhibitor, a c-MET inhibitor, a PARP inhibitor, a Cdk inhibitor, an EGFR TK inhibitor, an IGFR-TK inhibitor, an anti-HGF antibody, a PI3 kinase inhibitors, an AKT inhibitor, a JAK/STAT inhibitor, a checkpoint-1 or 2 inhibitor, a focal adhesion kinase inhibitor, a Map kinase kinase (mek) inhibitor, a VEGF trap antibody, pemetrexed, erlotinib, dasatanib, nilotinib, decatanib, panitumumab, amrubicin, oregovomab, Lep-etu, nolatrexed, azd2171, batabulin, ofatumumab, zanolimumab, edotecarin, tetrandrine, rubitecan, tesmilifene, oblimersen, ticilimumab, ipilimumab, gossypol, Bio 111, 131-I-TM-601, ALT-110, BIO 140, CC 8490, cilengitide, gimatecan, IL13-PE38QQR, INO 1001, IPdR, KRX-0402, lucanthone, LY 317615, neuradiab, vitespan, Rta 744, Sdx 102, talampanel, atrasentan, Xr 311, romidepsin,
  • 27. The method of claim 20 wherein the malignant or neoplastic cells are in a tumor or mediate a cancerous condition selected from the group consisting of osteosarcoma, rhabdomyosarcoma, neuroblastoma, any pediatric cancer, kidney cancer, leukemia, renal transitional cell cancer, Werner-Morrison syndrome, bladder cancer, Wilm's cancer, ovarian cancer, pancreatic cancer, breast cancer, prostate cancer, benign prostatic hyperplasia, bone cancer, lung cancer, gastric cancer, colorectal cancer, cervical cancer, synovial sarcoma, vasoactive intestinal peptide secreting tumors, tumor angiogenesis, head and neck cancer, squamous cell carcinoma, multiple myeloma, solitary plasmacytoma, renal cell cancer, retinoblastoma, germ cell tumor, hepatoblastoma, hepatocellular carcinoma, melanoma, rhabdoid tumor of the kidney, Ewing Sarcoma, chondrosarcoma, haemotological malignancy, chronic lymphoblastic leukemia, chronic myelomonocytic leukemia, acute lymphoblastic leukemia, acute lymphocytic leukemia, acute myelogenous leukemia, acute myeloblastic leukemia, chronic myeloblastic leukemia, Hodgekin's disease, non-Hodgekin's lymphoma, chronic lymphocytic leukemia, chronic myelogenous leukemia, myelodysplastic syndrome, hairy cell leukemia, mast cell leukemia, mast cell neoplasm, follicular lymphoma, diffuse large cell lymphoma, mantle cell lymphoma, Burkitt Lymphoma, mycosis fungoides, seary syndrome, cutaneous T-cell lymphoma, chronic myeloproliferative disorders, a central nervous system tumor, brain cancer, glioblastoma, non-glioblastoma brain cancer, meningioma, pituitary adenoma, vestibular schwannoma, a primitive neuroectodermal tumor, medulloblastoma, astrocytoma, anaplastic astrocytoma, oligodendroglioma, ependymoma, choroid plexus papilloma, a myeloproliferative disorder, polycythemia vera, thrombocythemia, idiopathic myelfibrosis, soft tissue sarcoma, thyroid cancer, endometrial cancer, carcinoid cancer and liver cancer.
  • 28. A method for identifying a mammalian subject with malignant or neoplastic cells sensitive to an IGF1R inhibitor comprising evaluating sensitivity of the malignant or neoplastic cells to said inhibitor by the method of claim 1; wherein said subject is identified if said cells are determined to be sensitive.
  • 29. A method for identifying a mammalian subject with malignant or neoplastic cells sensitive to an IGF1R inhibitor comprising evaluating sensitivity of the malignant or neoplastic cells to said inhibitor by the method of claim 2; wherein said subject is identified if said cells are determined to be sensitive.
  • 30. A method for identifying a mammalian subject with malignant or neoplastic cells sensitive to an IGF1R inhibitor comprising evaluating sensitivity of the malignant or neoplastic cells to said inhibitor by the method of claim 3 wherein said subject is identified if said cells are determined to be sensitive.
  • 31. The method of claim 28 wherein said inhibitor is a member selected from the group consisting of an antibody or antigen-binding fragment thereof which binds specifically to IGF1R,
  • 32. The method of claim 31 wherein the inhibitor is an antibody or fragment which comprises one or more complementarity determining regions (CDRs) selected from the group consisting of: RASQSIGSSLH (SEQ ID NO: 99),YASQSLS (SEQ ID NO: 100),HQSSRLPHT (SEQ ID NO: 101),SFAMH (SEQ ID NO:102),GFTFSSFAMH (SEC) ID NO: 107),VIDTRGATYYADSVKG (SEQ ID NO: 103), andLGNFYYGMDV (SEQ ID NO: 104); or wherein the antibody or fragment comprises a mature fragment of a light chain immunoglobulin which comprises the amino acid sequence of SEQ ID NO: 2, 4, 6 or 8; and/or wherein the antibody or fragment comprises a mature fragment of a heavy chain immunoglobulin which comprises the amino acid sequence of SEQ ID NO: 10 or 12.
  • 33. The method of claim 28 wherein, after the subject is identified, the subject is administered a therapeutically effective dose of an IGF1R inhibitor optionally in association with a further therapeutic agent.
  • 34. The method of claim 33 wherein the further therapeutic agent is one or more members selected from the group consisting of everolimus, trabectedin, abraxane, TLK 286, AV-299, DN-101, pazopanib, GSK690693, RTA 744, ON 0910.Na, AZD 6244 (ARRY-142886), AMN-107, TKI-258, GSK461364, AZD 1152, enzastaurin, vandetanib, ARQ-197, MK-0457, MLN8054, PHA-739358, R-763, AT-9263, a FLT-3 inhibitor, a VEGFR inhibitor, an EGFR TK inhibitor, an aurora kinase inhibitor, a PIK-1 modulator, a Bcl-2 inhibitor, an HDAC inhibitor, a c-MET inhibitor, a PARP inhibitor, a Cdk inhibitor, an EGFR TK inhibitor, an IGFR-TK inhibitor, an anti-HGF antibody, a PI3 kinase inhibitors, an AKT inhibitor, a JAK/STAT inhibitor, a checkpoint-1 or 2 inhibitor, a focal adhesion kinase inhibitor, a Map kinase kinase (mek) inhibitor, a VEGF trap antibody, pemetrexed, erlotinib, dasatanib, nilotinib, decatanib, panitumumab, amrubicin, oregovomab, Lep-etu, nolatrexed, azd2171, batabulin, ofatumumab, zanolimumab, edotecarin, tetrandrine, rubitecan, tesmilifene, oblimersen, ticilimumab, ipilimumab, gossypol, Bio 111, 131-I-TM-601, ALT-110, BIO 140, CC 8490, cilengitide, gimatecan, ID 3-PE38QQR, INO 1001, IPdR, KRX-0402, lucanthone, LY 317615, neuradiab, vitespan, Rta 744, Sdx 102, talampanel, atrasentan, Xr 311, romidepsin,
  • 35. The method of claim 28 wherein the malignant or neoplastic cells are in a tumor or mediate a cancerous condition, in a subject, selected from the group consisting of osteosarcoma, rhabdomyosarcoma, neuroblastoma, any pediatric cancer, kidney cancer, leukemia, renal transitional cell cancer, Werner-Morrison syndrome, bladder cancer, Wilm's cancer, ovarian cancer, pancreatic cancer, breast cancer, prostate cancer, benign prostatic hyperplasia, bone cancer, lung cancer, gastric cancer, colorectal cancer, cervical cancer, synovial sarcoma, vasoactive intestinal peptide secreting tumors, tumor angiogenesis, head and neck cancer, squamous cell carcinoma, multiple myeloma, solitary plasmacytoma, renal cell cancer, retinoblastoma, germ cell tumor, hepatoblastoma, hepatocellular carcinoma, melanoma, rhabdoid tumor of the kidney, Ewing Sarcoma, chondrosarcoma, haemotological malignancy, chronic lymphoblastic leukemia, chronic myelomonocytic leukemia, acute lymphoblastic leukemia, acute lymphocytic leukemia, acute myelogenous leukemia, acute myeloblastic leukemia, chronic myeloblastic leukemia, Hodgekin's disease, non-Hodgekin's lymphoma, chronic lymphocytic leukemia, chronic myelogenous leukemia, myelodysplastic syndrome, hairy cell leukemia, mast cell leukemia, mast cell neoplasm, follicular lymphoma, diffuse large cell lymphoma, mantle cell lymphoma, Burkitt Lymphoma, mycosis fungoides, seary syndrome, cutaneous T-cell lymphoma, chronic myeloproliferative disorders, a central nervous system tumor, brain cancer, glioblastoma, non-glioblastoma brain cancer, meningioma, pituitary adenoma, vestibular schwannoma, a primitive neuroectodermal tumor, medulloblastoma, astrocytoma, anaplastic astrocytoma, oligodendroglioma, ependymoma, choroid plexus papilloma, a myeloproliferative disorder, polycythemia vera, thrombocythemia, idiopathic myelfibrosis, soft tissue sarcoma, thyroid cancer, endometrial cancer, carcinoid cancer and liver cancer.
  • 36. A method for treating a tumor or cancerous condition, in a mammalian subject, with an IGF1R inhibitor comprising evaluating sensitivity of malignant or neoplastic cells, which are in said tumor or which mediate said cancerous condition, to said inhibitor by the method of claim 1 and, if said cells are determined to be sensitive, continuing or commencing treatment by administering, to the subject, a therapeutically effective dose of the inhibitor.
  • 37. A method for treating a tumor or cancerous condition, in a mammalian subject, with an IGF1R inhibitor comprising evaluating sensitivity of malignant or neoplastic cells, which are in said tumor or which mediate said cancerous condition, to said inhibitor by the method of claim 2 and, if said cells are determined to be sensitive, continuing or commencing treatment by administering, to the subject, a therapeutically effective dose of the inhibitor.
  • 38. A method for treating a tumor or cancerous condition, in a mammalian subject, with an IGF1R inhibitor comprising evaluating sensitivity of malignant or neoplastic cells, which are in said tumor or which mediate said cancerous condition, to said inhibitor by the method of claim 3 and, if said cells are determined to be sensitive, continuing or commencing treatment by administering, to the subject, a therapeutically effective dose of the inhibitor.
  • 39. The method of claim 36 wherein said inhibitor is a member selected from the group consisting of an antibody or antigen-binding fragment thereof which binds specifically to IGF1R;
  • 40. The method of claim 39 wherein the inhibitor is an antibody or fragment which comprises one or more complementarity determining regions (CDRs) selected from the group consisting of: RASQSIGSSLH (SEQ ID NO: 99),YASQSLS (SEQ ID NO: 100),HQSSRLPHT (SEQ ID NO: 101),SFAMH (SEQ ID NO:102),GFTFSSFAMH (SEQ ID NO: 107),VIDTRGATYYADSVKG (SEQ ID NO: 103), andLGNFYYGMDV (SEQ ID NO: 104); or wherein the antibody or fragment comprises a mature fragment of a light chain immunoglobulin which comprises the amino acid sequence of SEQ ID NO: 2, 4, 6 or 8; and/or wherein the antibody or fragment comprises a mature fragment of a heavy chain immunoglobulin which comprises the amino acid sequence of SEQ ID NO: 10 or 12.
  • 41. The method of claim 36 wherein the IGF1R inhibitor is administered in association with a further therapeutic agent.
  • 42. The method of claim 41 wherein the further therapeutic agent is one or more members selected from the group consisting of everolimus, trabectedin, abraxane, TLK 286, AV-299, DN-101, pazopanib, GSK690693, RTA 744, ON 0910.Na, AZD 6244 (ARRY-142886), AMN-107, TKI-258, GSK461364, AZD 1152, enzastaurin, vandetanib, ARQ-197, MK-0457, MLN8054, PHA-739358, R-763, AT-9263, a FLT-3 inhibitor, a VEGFR inhibitor, an EGFR TK inhibitor, an aurora kinase inhibitor, a PIK-1 modulator, a Bcl-2 inhibitor, an HDAC inhibitor, a c-MET inhibitor, a PARP inhibitor, a Cdk inhibitor, an EGFR TK inhibitor, an IGFR-TK inhibitor, an anti-HGF antibody, a PI3 kinase inhibitors, an AKT inhibitor, a JAK/STAT inhibitor, a checkpoint-1 or 2 inhibitor, a focal adhesion kinase inhibitor, a Map kinase kinase (mek) inhibitor, a VEGF trap antibody, pemetrexed, erlotinib, dasatanib, nilotinib, decatanib, panitumumab, amrubicin, oregovomab, Lep-etu, nolatrexed, azd2171, batabulin, ofatumumab, zanolimumab, edotecarin, tetrandrine, rubitecan, tesmilifene, oblimersen, ticilimumab, ipilimumab, gossypol, Bio 111, 131-I-TM-601, ALT-110, BIO 140, CC 8490, cilengitide, gimatecan, IL13-PE38QQR, INO 1001, IPdR, KRX-0402, lucanthone, LY 317615, neuradiab, vitespan, Rta 744, Sdx 102, talampanel, atrasentan, Xr 311, romidepsin,
  • 43. The method of claim 36 wherein the tumor or cancerous condition is selected from the group consisting of osteosarcoma, rhabdomyosarcoma, neuroblastoma, any pediatric cancer, kidney cancer, leukemia, renal transitional cell cancer, Werner-Morrison syndrome, bladder cancer, Wilm's cancer, ovarian cancer, pancreatic cancer, breast cancer, prostate cancer, benign prostatic hyperplasia, bone cancer, lung cancer, gastric cancer, colorectal cancer, cervical cancer, synovial sarcoma, vasoactive intestinal peptide secreting tumors, tumor angiogenesis, head and neck cancer, squamous cell carcinoma, multiple myeloma, solitary plasmacytoma, renal cell cancer, retinoblastoma, germ cell tumor, hepatoblastoma, hepatocellular carcinoma, melanoma, rhabdoid tumor of the kidney, Ewing Sarcoma, chondrosarcoma, haemotological malignancy, chronic lymphoblastic leukemia, chronic myelomonocytic leukemia, acute lymphoblastic leukemia, acute lymphocytic leukemia, acute myelogenous leukemia, acute myeloblastic leukemia, chronic myeloblastic leukemia, Hodgekin's disease, non-Hodgekin's lymphoma, chronic lymphocytic leukemia, chronic myelogenous leukemia, myelodysplastic syndrome, hairy cell leukemia, mast cell leukemia, mast cell neoplasm, follicular lymphoma, diffuse large cell lymphoma, mantle cell lymphoma, Burkitt Lymphoma, mycosis fungoides, seary syndrome, cutaneous T-cell lymphoma, chronic myeloproliferative disorders, a central nervous system tumor, brain cancer, glioblastoma, non-glioblastoma brain cancer, meningioma, pituitary adenoma, vestibular schwannoma, a primitive neuroectodermal tumor, medulloblastoma, astrocytoma, anaplastic astrocytoma, oligodendroglioma, ependymoma, choroid plexus papilloma, a myeloproliferative disorder, polycythemia vera, thrombocythemia, idiopathic myelfibrosis, soft tissue sarcoma, thyroid cancer, endometrial cancer, carcinoid cancer and liver cancer.
  • 44. A method for selecting a therapy for a mammalian subject with malignant or neoplastic cells comprising evaluating sensitivity of the cells to an IGF1R inhibitor by the method of claim 1; wherein said inhibitor is selected as the therapy if said cells are determined to be sensitive to the inhibitor.
  • 45. A method for selecting a therapy for a mammalian subject with one or more malignant or neoplastic cells comprising evaluating sensitivity of the cells to an IGF1R inhibitor by the method of claim 2; wherein said inhibitor is selected as the therapy if said cells are determined to be sensitive to the inhibitor.
  • 46. A method for selecting a therapy for a mammalian subject with one or more malignant or neoplastic cells comprising evaluating sensitivity of the cells to an IGF1R inhibitor by the method of claim 3; wherein said inhibitor is selected as the therapy if said cells are determined to be sensitive to the inhibitor.
  • 47. The method of claim 44 wherein said inhibitor is a member selected from the group consisting of an antibody or antigen-binding fragment thereof which binds specifically to IGF1R;
  • 48. The method of claim 47 wherein the inhibitor is an antibody or fragment which comprises one or more complementarity determining regions (CDRs) selected from the group consisting of: RASQSIGSSLH (SEQ ID NO: 99),YASQSLS (SEQ ID NO: 100),HQSSRLPHT (SEQ ID NO: 101),SFAMH (SEQ ID NO:102),GFTFSSFAMH (SEQ ID NO: 107),VIDTRGATYYADSVKG (SEQ ID NO: 103), andLGNFYYGMDV (SEQ ID NO: 104); or wherein the antibody or fragment comprises a mature fragment of a light chain immunoglobulin which comprises the amino acid sequence of SEQ ID NO: 2, 4, 6 or 8; and/or wherein the antibody or fragment comprises a mature fragment of a heavy chain immunoglobulin which comprises the amino acid sequence of SEQ ID NO: 10 or 12.
  • 49. The method of claim 44 wherein the malignant or neoplastic cells are in a tumor or mediate a cancerous condition selected from the group consisting of osteosarcoma, rhabdomyosarcoma, neuroblastoma, any pediatric cancer, kidney cancer, leukemia, renal transitional cell cancer, Werner-Morrison syndrome, bladder cancer, Wilm's cancer, ovarian cancer, pancreatic cancer, breast cancer, prostate cancer, benign prostatic hyperplasia, bone cancer, lung cancer, gastric cancer, colorectal cancer, cervical cancer, synovial sarcoma, vasoactive intestinal peptide secreting tumors, tumor angiogenesis, head and neck cancer, squamous cell carcinoma, multiple myeloma, solitary plasmacytoma, renal cell cancer, retinoblastoma, germ cell tumor, hepatoblastoma, hepatocellular carcinoma, melanoma, rhabdoid tumor of the kidney, Ewing Sarcoma, chondrosarcoma, haemotological malignancy, chronic lymphoblastic leukemia, chronic myelomonocytic leukemia, acute lymphoblastic leukemia, acute lymphocytic leukemia, acute myelogenous leukemia, acute myeloblastic leukemia, chronic myeloblastic leukemia, Hodgekin's disease, non-Hodgekin's lymphoma, chronic lymphocytic leukemia, chronic myelogenous leukemia, myelodysplastic syndrome, hairy cell leukemia, mast cell leukemia, mast cell neoplasm, follicular lymphoma, diffuse large cell lymphoma, mantle cell lymphoma, Burkitt Lymphoma, mycosis fungoides, seary syndrome, cutaneous T-cell lymphoma, chronic myeloproliferative disorders, a central nervous system tumor, brain cancer, glioblastoma, non-glioblastoma brain cancer, meningioma, pituitary adenoma, vestibular schwannoma, a primitive neuroectodermal tumor, medulloblastoma, astrocytoma, anaplastic astrocytoma, oligodendroglioma, ependymoma, choroid plexus papilloma, a myeloproliferative disorder, polycythemia vera, thrombocythemia, idiopathic myelfibrosis, soft tissue sarcoma, thyroid cancer, endometrial cancer, carcinoid cancer and liver cancer.
  • 50. The method of claim 44 wherein, after the inhibitor is selected as the therapy, the subject is administered a therapeutically effective dose of the inhibitor optionally in association with a further therapeutic agent.
  • 51. The method of claim 50 wherein the further therapeutic agent is one or more members selected from the group consisting of everolimus, trabectedin, abraxane, TLK 286, AV-299, DN-101, pazopanib, GSK690693, RTA 744, ON 0910.Na, AZD 6244 (ARRY-142886), AMN-107, TKI-258, GSK461364, AZD 1152, enzastaurin, vandetanib, ARQ-197, MK-0457, MLN8054, PHA-739358, R-763, AT-9263, a FLT-3 inhibitor, a VEGFR inhibitor, an EGFR TK inhibitor, an aurora kinase inhibitor, a PIK-1 modulator, a BcI-2 inhibitor, an HDAC inhibitor, a c-MET inhibitor, a PARP inhibitor, a Cdk inhibitor, an EGFR TK inhibitor, an IGFR-TK inhibitor, an anti-HGF antibody, a PI3 kinase inhibitors, an AKT inhibitor, a JAK/STAT inhibitor, a checkpoint-1 or 2 inhibitor, a focal adhesion kinase inhibitor, a Map kinase kinase (mek) inhibitor, a VEGF trap antibody, pemetrexed, erlotinib, dasatanib, nilotinib, decatanib, panitumumab, amrubicin, oregovomab, Lep-etu, nolatrexed, azd2171, batabulin, ofatumumab, zanolimumab, edotecarin, tetrandrine, rubitecan, tesmilifene, oblimersen, ticilimumab, ipilimumab, gossypol, Bio 111, 131-I-TM-601, ALT-110, BIO 140, CC 8490, cilengitide, gimatecan, IL13-PE38QQR, INO 1001, IPdR, KRX-0402, lucanthone, LY 317615, neuradiab, vitespan, Rta 744, Sdx 102, talampanel, atrasentan, Xr 311, romidepsin,
  • 52. A method of advertising an IGF1R inhibitor or a pharmaceutical composition thereof or a therapeutic regimen comprising administration of said inhibitor or composition comprising promoting, to a target audience, the use of the inhibitor or composition for treating a patient or patient population whose tumors or cancerous conditions are mediated by malignant or neoplastic cells that exhibit high expression of one or more genes selected from the group consisting of: TRE2; SMC4; TRIB2; TLE4; BMP7; PCDHGC3; AUTS2; C14orf132; CERK; HDGFRP3; TCF4; MEIS2; EML4; C7orf41; KIAA1450; ZNF136; D15F37; CDK6; TIMP; Clu; and PRL1; relative to cells resistant to said inhibitor; and/or that exhibit low expression of one or more genes selected from the group consisting of:ACAT1; ALDOC; C6orf192; COL4A5; C1QBP; CRIP1; DEADC1; GSTK1; GSTO2; PPAPDC1B; TMEM107; JOSD3; TMEM77; MST1; MT1E; PARVB; PRDX4; RASGEF1A; RPL14; IFI30; ATF1; ACADVL; FBXO6; NQO2; TMEM64; ZFAND1; TMED5; PDIA5; MYO1C; GNPTAB; LACTB2; RPL22; TSPAN4; RPL15; PCCB; CRYZ; DNAJC10; C19orf54; HSPE1; and hqp0376; relative to cells resistant to said inhibitor.
  • 53. The method of claim 52 wherein said inhibitor is a member selected from the group consisting of an antibody or antigen-binding fragment thereof which binds specifically to IGF1R;
  • 54. The method of claim 53 wherein the inhibitor is an antibody or fragment which comprises one or more complementarity determining regions (CDRs) selected from the group consisting of: RASQSIGSSLH (SEQ ID NO: 99),YASQSLS (SEQ ID NO: 100),HQSSRLPHT (SEQ ID NO: 101),SFAMH (SEQ ID NO:102),GFTFSSFAMH (SEQ ID NO: 107),VIDTRGATYYADSVKG (SEQ ID NO: 103), andLGNFYYGMDV (SEQ ID NO: 104); or wherein the antibody or fragment comprises a mature fragment of a light chain immunoglobulin which comprises the amino acid sequence of SEQ ID NO: 2, 4, 6 or 8; and/or wherein the antibody or fragment comprises a mature fragment of a heavy chain immunoglobulin which comprises the amino acid sequence of SEQ ID NO: 10 or 12.
  • 55. The method of claim 52 wherein the tumor or cancerous condition is selected from the group consisting of osteosarcoma, rhabdomyosarcoma, neuroblastoma, any pediatric cancer, kidney cancer, leukemia, renal transitional cell cancer, Werner-Morrison syndrome, bladder cancer, Wilm's cancer, ovarian cancer, pancreatic cancer, breast cancer, prostate cancer, benign prostatic hyperplasia, bone cancer, lung cancer, gastric cancer, colorectal cancer, cervical cancer, synovial sarcoma, vasoactive intestinal peptide secreting tumors, tumor angiogenesis, head and neck cancer, squamous cell carcinoma, multiple myeloma, solitary plasmacytoma, renal cell cancer, retinoblastoma, germ cell tumor, hepatoblastoma, hepatocellular carcinoma, melanoma, rhabdoid tumor of the kidney, Ewing Sarcoma, chondrosarcoma, haematological malignancy, chronic lymphoblastic leukemia, chronic myelomonocytic leukemia, acute lymphoblastic leukemia, acute lymphocytic leukemia, acute myelogenous leukemia, acute myeloblastic leukemia, chronic myeloblastic leukemia, Hodgekin's disease, non-Hodgekin's lymphoma, chronic lymphocytic leukemia, chronic myelogenous leukemia, myelodysplastic syndrome, hairy cell leukemia, mast cell leukemia, mast cell neoplasm, follicular lymphoma, diffuse large cell lymphoma, mantle cell lymphoma, Burkitt Lymphoma, mycosis fungoides, seary syndrome, cutaneous T-cell lymphoma, chronic myeloproliferative disorders, a central nervous system tumor, brain cancer, glioblastoma, non-glioblastoma brain cancer, meningioma, pituitary adenoma, vestibular schwannoma, a primitive neuroectodermal tumor, medulloblastoma, astrocytoma, anaplastic astrocytoma, oligodendroglioma, ependymoma, choroid plexus papilloma, a myeloproliferative disorder, polycythemia vera, thrombocythemia, idiopathic myelfibrosis, soft tissue sarcoma, thyroid cancer, endometrial cancer, carcinoid cancer and liver cancer.
  • 56. An article of manufacture comprising, packaged together, an IGF1R inhibitor or a pharmaceutical composition thereof comprising a pharmaceutically acceptable carrier; and a label stating that the inhibitor or pharmaceutical composition is indicated for treating patients having a tumor comprising malignant or neoplastic cells or a cancerous condition mediated by malignant or neoplastic cells that exhibit high expression of one or more genes selected from the group consisting of: TRE2; SMC4; TRIB2; TLE4; BMP7; PCDHGC3; AUTS2; C14orf132; CERK; HDGFRP3; TCF4; MEIS2; EML4; C7orf41; KIAA1450; ZNF136; D15F37; CDK6; TIMP; Clu; and PRL1; relative to cells resistant to said inhibitor; and/or that exhibit low expression of one or more genes selected from the group consisting of:ACAT1; ALDOC; C6orf192; COL4A5; C1QBP; CRIP1; DEADC1; GSTK1; GSTO2; PPAPDC1B; TMEM107; JOSD3; TMEM77; MST1; MT1E;PARVB; PRDX4; RASGEF1A; RPL14; IFI30; ATF1; ACADVL; FBXO6; NQO2; TMEM64; ZFAND1; TMED5; PDIA5; MYO1C; GNPTAB; LACTB2; RPL22; TSPAN4; RPL15; PCCB; CRYZ; DNAJC10; C19orf54; HSPE1; and hqp0376; relative to cells resistant to said inhibitor.
  • 57. The article of manufacture of claim 56 wherein said inhibitor is a member selected from the group consisting of an antibody or antigen-binding fragment thereof which binds specifically to IGF1R;
  • 58. The article of manufacture of claim 57 wherein the inhibitor is an antibody or fragment which comprises one or more complementarity determining regions (CDRs) selected from the group consisting of: RASQSIGSSLH (SEQ ID NO: 99),YASQSLS (SEQ ID NO: 100),HQSSRLPHT (SEQ ID NO: 101),SFAMH (SEQ ID NO:102),GFTFSSFAMH (SEQ ID NO: 107),VIDTRGATYYADSVKG (SEQ ID NO: 103), andLGNFYYGMDV (SEQ ID NO: 104); or wherein the antibody or fragment comprises a mature fragment of a light chain immunoglobulin which comprises the amino acid sequence of SEQ ID NO: 2, 4, 6 or 8; and/or wherein the antibody or fragment comprises a mature fragment of a heavy chain immunoglobulin which comprises the amino acid sequence of SEQ ID NO: 10 or 12.
  • 59. The article of manufacture of claim 56 wherein the tumor or cancerous condition is selected from the group consisting of osteosarcoma, rhabdomyosarcoma, neuroblastoma, any pediatric cancer, kidney cancer, leukemia, renal transitional cell cancer, Werner-Morrison syndrome, bladder cancer, Wilm's cancer, ovarian cancer, pancreatic cancer, breast cancer, prostate cancer, benign prostatic hyperplasia, bone cancer, lung cancer, gastric cancer, colorectal cancer, cervical cancer, synovial sarcoma, vasoactive intestinal peptide secreting tumors, tumor angiogenesis, head and neck cancer, squamous cell carcinoma, multiple myeloma, solitary plasmacytoma, renal cell cancer, retinoblastoma, hepatoblastoma, hepatocellular carcinoma, melanoma, rhabdoid tumor of the kidney, Ewing Sarcoma, chondrosarcoma, haemotological malignancy, chronic lymphoblastic leukemia, chronic myelomonocytic leukemia, acute lymphoblastic leukemia, acute lymphocytic leukemia, acute myelogenous leukemia, acute myeloblastic leukemia, chronic myeloblastic leukemia, Hodgekin's disease, non-Hodgekin's lymphoma, chronic lymphocytic leukemia, chronic myelogenous leukemia, myelodysplastic syndrome, hairy cell leukemia, mast cell leukemia, mast cell neoplasm, follicular lymphoma, diffuse large cell lymphoma, mantle cell lymphoma, Burkitt Lymphoma, mycosis fungoides, seary syndrome, cutaneous T-cell lymphoma, chronic myeloproliferative disorders, a central nervous system tumor, brain cancer, glioblastoma, non-glioblastoma brain cancer, meningioma, pituitary adenoma, vestibular schwannoma, a primitive neuroectodermal tumor, medulloblastoma, astrocytoma, anaplastic astrocytoma, oligodendroglioma, ependymoma, choroid plexus papilloma, a myeloproliferative disorder, polycythemia vera, thrombocythemia, idiopathic myelfibrosis, soft tissue sarcoma, thyroid cancer, endometrial cancer, carcinoid cancer, germ cell tumor and liver cancer.
  • 60. A method for manufacturing an IGF1R inhibitor or a pharmaceutical composition thereof comprising a pharmaceutically acceptable carrier said method comprising combining, in a package, the inhibitor or composition; and a label conveying that the inhibitor or composition is indicated for treating patients having a tumor comprising malignant or neoplastic cells or a cancerous condition mediated by malignant or neoplastic cells that exhibit high expression of one or more genes selected from the group consisting of: TRE2; SMC4; TRIB2; TLE4; BMP7; PCDHGC3; AUTS2; C14orf132; CERK; HDGFRP3; TCF4; MEIS2; EML4; C7orf41; KIAA1450; ZNF136; D15F37; CDK6; TIMP; Clu; and PRL1; relative to cells resistant to said inhibitor; and/or that exhibit low expression of one or more genes selected from the group consisting of:ACAT1; ALDOC; C6orf192; COL4A5; C1QBP; CRIP1; DEADC1; GSTK1; GSTO2; PPAPDC1B; TMEM107; JOSD3; TMEM77; MST1; MT1E;PARVB; PRDX4; RASGEF1A; RPL14; IFI30; ATF1; ACADVL; FBXO6; NQO2; TMEM64; ZFAND1; TMED5; PDIA5; MYO1C; GNPTAB; LACTB2; RPL22; TSPAN4; RPL15; PCCB, CRYZ; DNAJC10; C19orf54; HSPE1; and hqp0376; relative to cells resistant to said inhibitor.
  • 61. The method of claim 60 wherein said inhibitor is a member selected from the group consisting of an antibody or antigen-binding fragment thereof which binds specifically to IGF1R;
  • 62. The method of claim 61 wherein the inhibitor is an antibody or fragment which comprises one or more complementarity determining regions (CDRs) selected from the group consisting of: RASQSIGSSLH (SEQ ID NO: 99),YASQSLS (SEQ ID NO: 100),HQSSRLPHT (SEQ ID NO: 101),SFAMH (SEQ ID NO:102),GFTFSSFAMH (SEQ ID NO: 107),VIDTRGATYYADSVKG (SEQ ID NO: 103), andLGNFYYGMDV (SEQ ID NO: 104); or wherein the antibody or fragment comprises a mature fragment of a light chain immunoglobulin which comprises the amino acid sequence of SEQ ID NO: 2, 4, 6 or 8; and/or wherein the antibody or fragment comprises a mature fragment of a heavy chain immunoglobulin which comprises the amino acid sequence of SEQ ID NO: 10 or 12.
  • 63. The method of claim 60 wherein the tumor or cancerous condition is selected from the group consisting of osteosarcoma, rhabdomyosarcoma, neuroblastoma, any pediatric cancer, kidney cancer, leukemia, renal transitional cell cancer, Werner-Morrison syndrome, bladder cancer, Wilm's cancer, ovarian cancer, pancreatic cancer, breast cancer, prostate cancer, benign prostatic hyperplasia, bone cancer, lung cancer, gastric cancer, colorectal cancer, cervical cancer, synovial sarcoma, vasoactive intestinal peptide secreting tumors, tumor angiogenesis, head and neck cancer, squamous cell carcinoma, multiple myeloma, solitary plasmacytoma, renal cell cancer, retinoblastoma, hepatoblastoma, hepatocellular carcinoma, melanoma, rhabdoid tumor of the kidney, Ewing Sarcoma, chondrosarcoma, haemotological malignancy, chronic lymphoblastic leukemia, chronic myelomonocytic leukemia, acute lymphoblastic leukemia, acute lymphocytic leukemia, acute myelogenous leukemia, acute myeloblastic leukemia, chronic myeloblastic leukemia, Hodgekin's disease, non-Hodgekin's lymphoma, chronic lymphocytic leukemia, chronic myelogenous leukemia, myelodysplastic syndrome, hairy cell leukemia, mast cell leukemia, mast cell neoplasm, follicular lymphoma, diffuse large cell lymphoma, mantle cell lymphoma, Burkitt Lymphoma, mycosis fungoides, seary syndrome, cutaneous T-cell lymphoma, chronic myeloproliferative disorders, a central nervous system tumor, brain cancer, glioblastoma, non-glioblastoma brain cancer, meningioma, pituitary adenoma, vestibular schwannoma, a primitive neuroectodermal tumor, medulloblastoma, astrocytoma, anaplastic astrocytoma, oligodendroglioma, ependymoma, choroid plexus papilloma, a myeloproliferative disorder, polycythemia vera, thrombocythemia, idiopathic myelfibrosis, soft tissue sarcoma, thyroid cancer, endometrial cancer, carcinoid cancer, germ cell tumor and liver cancer.
Parent Case Info

This application claims the benefit of U.S. provisional patent application no. 61/014,556, filed Dec. 18, 2007; U.S. provisional patent application No. 61/015,938, filed Dec. 21, 2007; and U.S. provisional patent application No. 61/022,909, filed Jan. 23, 2008; each of which is herein incorporated by referenced in its entirety.

PCT Information
Filing Document Filing Date Country Kind 371c Date
PCT/US2008/087240 12/17/2008 WO 00 9/7/2010
Provisional Applications (3)
Number Date Country
61014556 Dec 2007 US
61015938 Dec 2007 US
61022909 Jan 2008 US