CANCER INTERVENTION BY TARGETING GENOTYPIC DIFFERENCES USING CRISPR-CAS3 MEDIATED DELETION-EDITING

Information

  • Patent Application
  • 20250041447
  • Publication Number
    20250041447
  • Date Filed
    December 16, 2022
    3 years ago
  • Date Published
    February 06, 2025
    11 months ago
Abstract
Provided are compositions and methods for selectively killing cancer cells. The method includes obtaining one or more biological samples from an individual, determining different nucleotide sequences in cancer and non-cancer cells from the biological sample using an algorithm to identify a candidate target sequence that is present in the cancer cells and not present in the non-cancer cells. Based on the different nucleotide sequences in the cancer cells relative to the non-cancer cells a CRISPR Cas3 system that includes a guide RNA targeted to an identified segment of the chromosome that is linked to the target sequence is degraded.
Description
SEQUENCE LISTING

The instant application contains a Sequence Listing which has been submitted in.xml format and is hereby incorporated by reference in its entirety. Said.xml file is named “018617_01390_ST26.xml”, was created on Dec. 12, 2022, and is 18,002 bytes in size.


FIELD OF THE DISCLOSURE

The present disclosure is related to compositions and methods for use in selecting genetic targets for use in specific killing of cancer cells. The selection is based upon genotypic differences between cancer and non-cancer cells.


BACKGROUND OF THE DISCLOSURE

Cancer remains a leading cause of death among population. Most cancers are difficult to treat because no two cancers are identical. Cancers typically result from the long-term exposure to mutagenic agents, such as tobacco smoking, UV/radiation exposure, repeated tissue damage, chronic viral infection, and the like. Existing cancer therapeutic approaches primarily target the protein product of the mutated genes that either harbor cancer-driver mutations or genes that render conditional lethality in cancer cells when inhibited. Because such protein targets are rare among patients, and because rapidly dividing cancer cells tend to acquire resistant mutations quickly, cancer patients typically succumb to the disease due to the exhaustion of all treatment options.


Cancer cells typically have accumulated thousands of passenger mutations in the non-coding regions of genes before acquiring key driver mutations and undergoing clonal expansion. These truncal mutations are not under selection during tumorigenesis, and they frequently become a bi-allelic from loss-of-heterozygosity (LOH) events. They therefore provide an abundant supply of anti-cancer targets for use with personalized medicine for cancer patients. With the emergence of powerful genome editing tools, targeting genotypic biomarkers in cancer becomes conceptionally feasible. However, the available CRISPR tools such as Cas9 and Cas12 only introduce localized genome damage. The resulting indel is only impactful when the coding sequence or splicing pattern is altered. But a majority of the cancer-specific mutations are noncoding passenger mutations, hence small indels have not been impactful enough to kill a cell. Thus, there is an ongoing and unmet need for improved compositions and methods for targeting cancer cells. The disclosure is related to this need.


BRIEF SUMMARY

The present disclosure provides methods for treating cancer. In embodiments, a provide method comprises i) obtaining one or more biological samples from an individual; ii) determining different nucleotide sequences in cancer and non-cancer cells from the biological sample to identify a candidate target sequence that is present in the cancer cells and not present in the non-cancer cells, and further characterizing the candidate target sequence to determine it is suitable for use as a target sequence. Characterizing the candidate target sequence comprises determining in the cancer cells but not the non-cancer cells that the candidate target sequence comprises: a) a homozygous mutation in the cancer cells that is a segment of a chromosome that is within 3 Kb-10 kb of an exon of an essential gene, wherein optionally the exon is not an alternatively spliced exon; b) identifying a protospacer adjacent motif (PAM) in the segment of a); and c) identifying a sequence in the chromosome that is preferably separated from the PAM by 13 to 17 nucleotides, and more preferably separated from the PAM by 1 to 11 nucleotides, wherein the identified sequence is approximately 32 nucleotides in length, to thereby identify a suitable target sequence. Based on the different nucleotide sequences in the cancer cells relative to the non-cancer cells, the method includes introducing into cells of the individual a CRISPR Cas3 system comprising a guide RNA targeted to a segment of the chromosome that is linked to the target sequence such that the chromosome comprising the target sequence is degraded, thereby treating the cancer. In embodiments, the characterization of the candidate target sequence also comprises determining that the different nucleotide sequences in the cancer cells comprises a mutation that is at least one of a breakpoint sequence in a chromosomal translocation sequence, a mutation that comprises an insertion or a deletion, a di-nucleotide mutation, or a single nucleotide mutation. The target characterization may include steps carried out by a computer implemented process. The method can include repeated administrations of the CRISPR Cas3 system and the guide RNA to cancer cells to facilitate cancer cell killing.





BRIEF DESCRIPTION OF THE FIGURES


FIG. 1 provides a representative algorithm for cancer specific target site selection.



FIG. 2 provides additional details of the algorithm and its use to define a CRISPR-Cas3 target.



FIG. 3 depicts organization of the POLR2A gene and locations of guide RNA binding sites.



FIG. 4 provides spacer sequences and guide RNA sequences in DNA form that target the POLR2A. Target selection is as described in FIG. 1 and FIG. 2.



FIG. 5 provides results obtained using guide RNAs and a Cas3 to target the POLR2A gene in haploid eHAP1 cells.



FIG. 6 provides results demonstrating specificity of the Cas3 system such that it can distinguish between a single nucleotide difference between the targeted sequence and the guide RNA.



FIG. 7 provides representative examples of guide RNA and annotations related to targeting risk determined according to an algorithm.



FIG. 8 provides a representation of results obtained from targeting selected sites with selected guide RNAs in haploid eHAP1 and HEK293 cells.



FIG. 9 demonstrates use of repeated targeting of the same site enhances cell death.



FIG. 10 demonstrates analysis of antic-cancer cells in HEK293 cells.





DETAILED DESCRIPTION OF THE DISCLOSURE

Unless defined otherwise herein, all technical and scientific terms used herein have the same meaning as commonly understood by one of ordinary skill in the art to which this disclosure pertains.


Unless specified to the contrary, it is intended that every maximum numerical limitation given throughout this description includes every lower numerical limitation, as if such lower numerical limitations were expressly written herein. Every minimum numerical limitation given throughout this specification will include every higher numerical limitation, as if such higher numerical limitations were expressly written herein. Every numerical range given throughout this specification will include every narrower numerical range that falls within such broader numerical range, as if such narrower numerical ranges were all expressly written herein.


All nucleotide sequences described herein include the RNA and DNA equivalents of such sequences, i.e., an RNA sequence includes its cDNA. All nucleotide sequences include their complementary sequences.


All temperatures and ranges of temperatures, all buffers, and other reagents, and all combinations thereof, are included in this disclosure.


All nucleotide and amino acid sequences identified by reference to a database, such as a GenBank database reference number, are incorporated herein by reference as the sequence exists on the filing date of this application or patent.


The disclosure includes all embodiments illustrated in the Figures provided with this


DISCLOSURE

The disclosure of each cited reference is incorporated herein by reference.


Any component of the editing systems described herein can be provided on the same or different polynucleotides, such as plasmids, or a polynucleotide integrated into a chromosome. In embodiments, at least one component of the system is heterologous to the cells. In eukaryotic cells, all components of the system can be heterologous.


In embodiments, any enzyme or other protein as described herein is introduced into the cell as a recombinant or purified protein, or as an RNA encoding the protein that is expressed once introduced into the cell, or as an expression vector, which is expressed once in the cell. Any suitable expression system can be used and many are commercially available for use with the instant invention, given the benefit of the present description. The disclosure also includes use of ribonucleoproteins (RNPs) to introduce the described systems into cells. Any protein described herein can be provided with a nuclear localization signal.


This disclosure relates to use of CRISPR-Cas3 systems to target 1) cancer-specific passenger mutations near oncogenes and 2) homozygous cancer-specific passenger mutations near essential human genes. Because CRISPR-Cas3 allows repeated targeting and causes kilobases of DNA deletion near the target site, when programmed to target a cancer-specific passenger mutation near an oncogene or essential human gene, long-range damage to the genome is caused, which inactivates the nearby gene and kills the cell. The distinct deletion-editing profile of CRISPR-Cas3 is one aspect of the disclosure that, with the described methods of identifying targets, is believed to render the described anti-cancer method distinct from other genome editing based anti-cancer inventions.


In general, the present disclosure provides compositions, methods, and systems that relate to a process for selecting targets in cancer cells, and killing the cancer cells. The disclosure thus independently and collectively includes methods of selecting the cancer cells, and killing selected cancer cells using selected target sites. The combined process of selecting a target site and killing cancer cells is also encompassed by this disclosure. The selected targets are unique to cancer cells within a particular individual. As such, non-cancer cells are not killed using the described methods. In certain aspects the method is accordingly suitable for personalized medicine approaches.


The method can comprise identifying candidate target sites, and further characterizing target sites to establish they are likely to be sufficient to be used in the described methods of cancer cells. Once a target site is selected as described further herein, a Cas3 and a suitable guide RNA that is designed for specificity for the selected target is introduced into the cancer cells (and may be introduced into non-cancer cells). The operation of at least in part the Cas3 and the guide RNA degrades a segment of a chromosome only in the cancer cells that comprise the selected target site. The process may be used for a single or multiple different selected targets sites in cancer cells. Multiple targets may be targeted concurrently or sequentially. The process may be used a single time to kill cancer cells, or multiple times to increase the efficiency and/or number of targets and thereby increase the efficiency and/or the number of cancer cells that are killed.


In more detail, the described process of selecting a suitable targeting site reveals genetic differences that may be homozygous (such as being due to loss-of-heterozygosity) and near (i.e. <3 kb) essential genetic sequences. This targeting requirement greatly increases targetable sites from possibly none, to hundreds and potentially thousands of sites within a particular type of cancer cells. Further, in an additional embodiments, the selected target can be heterozygous if the product of the targeted genetic sequence is at least in part driving cancer formation, one representative example of which comprises a gene encoding a KRAS mutation which results in a fusion oncogene from chromosomal translocation. In a non-limiting embodiment, the KRAS mutation is any of KRAS G12C, G12D or G12R.


In one embodiment, the disclosure provides a method for killing cancer cells based on genetic information of cancer cells obtained from a biological sample of an individual. Either the whole genome of the cancer cells or genomic regions of the cancer cell genomes are sequenced. From the sequencing results, one or a plurality of targets is determined based on criteria further described herein. In embodiments, a target that is operably linked to an essential gene on the same chromosome is selected. Based on the determination of each target site, a guide RNA is prepared such that it targets a location on the same chromosome that is suitable for Cas3-mediated degradation of the chromosome that comprises the essential gene. Thus, the location of, for example, a mutation unique to the cancer cell that is in complete linkage disequilibrium with an essential gene can be targeted. As such, the disclosure does not require and can exclude directly targeting a site within the essential gene. For example, the target may be located in a non-coding segment of a chromosome, including but not necessarily limited to an intron that is flanked by one or two exons. However, the disclosure does not exclude targeting a coding sequence that is linked to the mutation. In certain embodiments, the identified target site may be considered a “therapeutic sequence.”


Essential human genes are defined as genes indispensable for the survival of any human cells. Inactivation of all alleles of such a gene, whether in wild type cell or cancer cell, is expected to kill the cell. Such genes are typically defined experimentally. A representative and non-limiting list of essential genes that are suitable for use with the described methods identified from HAP1 and KBM7 cells is provided in Table A. In embodiments, certain human genes may be Haplo-insufficient. In such cases, inactivation of only one allele of such genes may cause cell death.


In general, a selected a target sequence may comprise a homozygous cancer-specific mutation. In normal diploid human cells, a spontaneous mutation is typically only present in one allele of the chromosome, the other allele in the homologous chromosome remains wild type. Due to the increased genome instability, cancer cells have high incidence of somatic structural variation (SV) in their genome. Such SV typically render cancer-specific mutations homozygous (loss-of-heterozygosity) through one of the following routes: 1) a gene conversion event that render all alleles of the gene in the cancer genome harboring the same mutation; 2) a deletion event that reduces the copy number of a particular gene to one, which happens to harbor the cancer-specific mutation; and 3) a reciprocal or non-reciprocal chromosomal translocation event that renders the cancer cell to contain only one copy of the functional gene, harboring a hallmark breakpoint sequence unique to cancer cells. In embodiments, the described bioinformatics pipeline identifies such mutations within 3 Kb-10 kb distance to an exon of an essential gene through the comparative analysis of the whole genome sequences of the cancer and normal cells from the same patient. The protospacer adjacent motif (PAM) sequence (an example of which is 5′-AAG) of the target site is oriented towards to the to-be-deleted exon, such that the programmed CRISPR-Cas3 tool will delete towards and into this exon. FIG. 1 provides a description of an algorithm that can be used to select candidate target sequences and target sequences for use with the described Type I CRISPR systems. FIG. 2 provides schematic and text summary of a bioinformatics approach (e.g., a process that can be described by an algorithm) to identify multiple target sequences, e.g., to define a suitable CRISR-Cas3 target site. The target site selected based in part on having a suitable PAM, which may be proximal to the mutation site, e.g., such as within approximately 18 nucleotides of the mutation. In certain embodiments, the target region comprises a 32 bp target region. To classify and minimize potential off-targeting effects, the 32 bp region is divided into three tiers of priority relative to the PAM.: Tier 1: nucleotides 1-5, 7-11 from the PAM Tier 2: nucleotides 13-17 from the PAM; Tier 3, nucleotides 19-23, 25-29, and 31-32 from the PAM. As depicted, the 3-bp PAM is numbered-3, -2 and -1, base pairs are numbered (+)1, 2, - - - 32. If the cancer genome differs from the normal cell genome with a Tier 1 mutation, RNA-guided selective targeting of the cancer genome is not expected to mistarget the normal genome. Targeting a tier 2 mutation may have a small risk of damaging the genome of the normal genome, which can be tested in non-cancer cell lines (i.e. HEK293 cells) by programming CRISPR-Cas3 with normal genome targeting guide and cancer genome targeting guide RNAs. Because CRISRP-based targeting performed using a perfect sequence match but disrupted by sequence mismatches, cell line target experiments can be used to provide an assessment of potential off-targeting risk. It will be recognized in certain embodiments the disclosure illustrates a representative approach by targeting HEK293 cells bearing the normal genome sequence as model of cancer to evaluate the targeting outcome. The selected target site may be characterized as not having one or more repetitive sequences, non-limiting example of which comprises tandem repeat sequences, microsatellite sequences, transposable elements, SINEs and LINEs, and pseudogenes. The selected target site may also be lacking highly homologous sequences elsewhere in the genome, to avoid the risk of off-targeting by CRISPR-Cas3. Highly homologous sequences are defined as a sequence that matches the PAM and Tier 1 and Tier 2 nucleotides combined (nt 1-5, 7-11, and 13-17). The selected target site includes but is not limited to the following, each of which is encompassed by the disclosure: preferably comprises a breakpoint sequence in a translocation unique to the cancer cells tested, less preferably comprising an insertion or a deletion, less preferably comprising a di-nucleotide (consecutive nucleotide) mutation, and less preferably comprising a single nucleotide mutation. In embodiments, a criterion for selecting the target site may exclude or deprioritize alternatively spliced exon sequences where the target site resides, because deletion of such sequences may not inactivate the essential gene. In embodiments, when multiple target sites are available to be selected for CRISPR-Cas3 targeting, the selection algorithm gives a higher ranking to out-of-frame exons (length: 3n+1, 3n+2) over in-frame exons (length: 3n) because deletion of out-of-frame exons has a higher probability to cause loss-of-function mutation in the targeted essential gene. In embodiments, when multiple target sites are available to be selected for CRISPR-Cas3 targeting, the selection algorithm gives a higher ranking to the promoter-proximal region of the essential gene (i.e. less than 1 kb upstream of the promoter, PAM-AAG in the direction of the gene). In embodiments, when multiple target sites are available to be selected for CRISPR-Cas3 targeting, the selection algorithm gives a higher ranking to mutations near the first few out-of-frame exons in the essential gene, the deletion of which will result in frame-shifting in the targeted gene, resulting in the premature termination of the targeted gene. In embodiments, when multiple target sites are available to be selected for CRISPR-Cas3 targeting, the selection algorithm gives a higher ranking to mutations near the exon that encodes indispensable polypeptides as judged by the predicted or experimentally determined structures, or its location in the hydrophobic core of an essential protein.


With respect to identification of target sites, the disclosure provides databases comprising indexed genes and/or mutations that may be found in human cancer cells and targetable using the described approaches. In embodiments, the disclosure provides a system, the system comprising: at least one computer hardware processor; one or more databases that store genomic information, which may include coding and non-coding sequences, entire gene sequences or segments of them, mutations, and may comprise information regarding a cancerous phenotype. A system in communication with the database may include at least one non-transitory computer-readable storage medium storing processor-executable instructions that, when executed by a computer hardware processor, cause the computer hardware processor to perform one or more steps and/or algorithms that are described herein, to generate results that include identification target sites. In embodiments, the disclosure provides a system that includes one or more devices, said devices comprising a DNA sequencing device and/or a computer. In embodiments, one or more components of the device can be connected to or in communication with a described digital processor and/or the computer running software to interpret a DNA sequencing signal. In embodiments, a system described herein may operate in a networked environment using logical connections to one or more remote computers. In embodiments, a result obtained using a device/system/method of this disclosure is fixed in a tangible medium of expression. The result may be communicated to, for example, a health care provider who will perform the chromosome modifying method, and/or an entity which may design, and optionally produce the described guide RNAs based on a determination of target sequences, or an expression vector encoding the guide RNAs for an end user.


In embodiments, the disclosure provides for selecting a target site as described above and in depicted FIGS. 1 and 2, and delivering to cells comprising the selected target site (which may include cells that do not contain the target site) a Cas3 system. The Cas3 system may comprise Cascade. As used herein, the term “Cascade” refers to an RNA-protein complex that is responsible for identifying a DNA target in crRNA-dependent fashion. In this regard, Cascade (CRISPR-Associated Complex for Anti-viral Defense) is a ribonucleoprotein complex comprised of multiple protein subunits and is used naturally in bacteria as a mechanism for nucleic acid-based immune defense. Cascade complexes are characteristic of the Type I CRISPR systems. The Cascade complex recognizes nucleic acid targets via direct base-pairing to an RNA guide contained in the complex. Cas3 may comprise a single protein unit which contains helicase and nuclease domains. After target validation by Cascade, Cas3 nicks the strand of DNA that is looped out by the R-loop formed by Cascade approximately 9-12 nucleotides inward from the PAM site. Cas3 then uses its helicase/nuclease activity to processively degrade substrate nucleic acids, moving in a 3′ to 5′ direction. In embodiments, once a suitable target is selected using the described process, the disclosure comprises selecting and using a crRNA as a guide RNA comprising constant regions at its 5′ and 3′-ends and a variable region in the middle, which comprises a spacer for DNA targeting of a selected position, and participates in R-loop formation. In embodiments, more than one Cascade/Cas3 is provided. In embodiments, more than one crRNA, or guide RNA is provided. In embodiments, 2, 3, 4, 5, or more crRNAs or guide RNAs are provided.


In embodiments, the disclosure provides for increased DNA deletion-editing in cancer cells, relative to a control value. In embodiments, the control value is obtained from using a CRISPR-Cas3 system programmed with the same RNA guide but harboring a sequence mismatch to the same cell line.


In embodiments, the disclosure utilizes a Type I systems protospacer adjacent motifs (PAM) that comprises di- or tri-nucleotide conserved motifs downstream of protospacers opposite of the crRNA 5′-handle. Those skilled in the art will understand that other PAM sequences may be recognized by Cas enzymes from different bacterial types.


In embodiments, Cascade and Cas3 used according to this disclosure generates one or more genome lesions, considered to be long-range deletions, wherein from the lesion(s) are initiated, or are located, from a few nucleotides from a suitable PAM sequence, and to up to 10 kb upstream of the PAM sequence.


In embodiments one or more proteins used in this disclosure has/have between 50-100% identity to a wild type amino acid sequence. In embodiments, any type I CRISPR system proteins are used. In embodiments, the protein comprises a truncation and/or deletion such that only a segment of the protein that is required to achieve a desired effect (i.e., an improvement in DNA editing/deletion relative to a reference) is achieved. In embodiments, a protein used herein comprises an amino acid sequence that includes additional amino acids at the N- or C-terminus, relative to a wild type sequence. Thus, in proteins used herein have an amino acid sequence described herein, and/or are encoded by any of the nucleotide sequences described herein, or any sequence having at least from 50%-100%, inclusive, and including all integers and ranges of integers there between, identity with the foregoing nucleotide and/or amino acid sequences. In embodiments, proteins have 90, 91, 92, 93, 94, 95, 96, 97, 98, or 99% identity across the entire length or a functional segment thereof of the sequences described herein. Thus, variants of the proteins and their nucleotide sequences are included. The term “variant” and its various grammatical forms as used herein refers to a nucleotide sequence or an amino acid sequence with substantial identity to a reference nucleotide sequence or reference amino acid sequence, respectively. The differences in the sequences may be the result of changes, either naturally or by design, in sequence or structure. Designed changes may be specifically designed and introduced into the sequence for specific purposes. Such specific changes may be made in vitro using a variety of mutagenesis techniques. Such sequence variants generated specifically may be referred to as “mutants” or “derivatives” of the original sequence.


In embodiments, the disclosure includes a crRNA, which may be considered a “targeting RNA” that is developed based upon selection of a target sequence as described above. A crRNA, when transcribed from the portion of the CRISPR system encoding it, comprises at least a segment of RNA sequence that is identical to (with the exception of replacing T for U in the case of RNA) or complementary to (and thus “targets”) the selected target sequence in a cell into which the system is introduced.


In embodiments, the disclosure comprises deleting a segment of a chromosome that is in complete linkage disequilibrium with, or contains an essential gene or a segment thereof. The deletion may be single or double stranded. In embodiments, the deletions comprise from 500 nucleotides, to 10K nucleotides, inclusive, and including all ranges of numbers there between, and including base pair deletions.


In embodiments, two or more effective guides can be combined to formulate a cocktail anti-cancer therapeutic. The advantage of this combinatorial strategy is the reduced likelihood of selecting drug-resistant cancer clones. In embodiments, repeated delivery of a described system is used.


In embodiments, kits for making genetic modifications as described herein are provided. A kit comprises one or more suitable vectors that encode Type I Cascade proteins. The kits can also include other components that are suitable for using the expression vectors to edit DNA in any cell type.


The guide RNA-containing Cascade Complexes can be either produced in a cell using DNA or RNA encoding for the protein and/or RNA components or delivered in the form of one or more vectors for expression or delivered in the form of RNA encoding for the proteins and/or RNA components or delivered in the form of fully-formed protein-RNA complexes through mechanisms including but not limited to electroporation, injection, or transfection. The guide RNA-containing Cascade complexes described herein, can be recombinantly expressed and purified through known purification technologies and methods either as whole Cascade complexes or as individual proteins. These proteins can be used in various delivery mechanisms including but not limited to electroporation, injection, or transfection for whole-protein delivery to eukaryotic organisms or can be used for in-vitro applications for sequence targeting of nucleic acid substrates or modification of substrates. Cascade complexes containing guides which target a selected DNA target will hybridize to the target sequence and will, if complementarity is sufficient, open a full R-loop along the length of the target site. This Cascade-marked R-loop region adopts a conformation which allows Cas3 to bind to a site which is PAM-proximal, orienting the nuclease domain to initially attack the non-targeted DNA strand approximately 9-12 nucleotides inside the R-looped region. The helicase domain is loaded with the non-target strand, and the Cas3 then processively unwinds the substrate DNA in an ATP-dependent fashion from 3′ to 5′. In conjunction with this helicase activity, nuclease activity cleaves the non-target strand in a processive fashion.


In embodiments, the disclosure uses wild-type Cas3 proteins, or modifications or derivatives thereof. For example, in a case where either wild-type Cas3 or an otherwise engineered Cas3 is capable of cleaving both strands of DNA during a processive mode, once recruited to a validated target sequence by Cascade, Cas3 inherently produces a 3′ overhang on the target strand. This is because Cascade is protecting the target strand from just after the PAM site to the end of the R-loop. Thus, once Cas3 is loaded on the non-target strand and begins its processive cleavage, the earliest nucleotide on the target strand that is available for cleavage is at the PAM site. In comparison, degradation of the non-target strand occurs 9-12 nucleotides inside the R-loop region.


In a case where either wild-type Cas3 or an otherwise engineered Cas3 is capable of confining its cleavage activity to one or the other strand of substrate DNA, two or more Cascade targeting complexes can be used, such that the PAM sites are facing towards one another, to recruit Cas3 to each target site and degrade the intervening section of DNA on both strands. This will produce 3′ overhangs on both strands of DNA and a degraded segment of DNA between.


As discussed above, variations on Cascade are encompassed in this disclosure. In embodiments, a Cas3/Cascade system is any Cas3 and Cascade described in PCT publication no. WO 2019/246555, from which the entire disclosure is incorporated herein by reference.


As discussed above, the disclosure also includes using Cas3 variants and derivatives. For example, mutations can be made that affect protein stability, R-loop recruitment efficiency, initial nicking efficiency, helicase activity, processive nuclease activity, expression or purification, off-target effects, or other protein functions or properties.


The following examples are presented to illustrate the present disclosure. They are not intended to be limiting in any manner.


Example 1

This Example provides a demonstration of using non-coding regions of POLR2A, an essential gene to evaluate 1) whether CRISPR-Cas3 targeting can efficiently affect cell viability, and 2) whether it is safe to rely on a single nucleotide difference to distinguish wild-type cells from diseased cells. The experiments were performed in the haploid cell line eHAP1. The results and related information are depicted in FIG. 3-6. FIG. 3 provides a schematic of the POLR2A gene and locations of promoters and guide RNAs with relative distances from the target site to the nearby exon. FIG. 4 is related to FIG. 3 and provides representative guide RNA sequences (given as DNA sequence) and annotates their relative locations to the nearest POLR2A exon. In embodiments, guide RNAs target the reverse complement strand of the coding sequence, hence the PAMs are found downstream of the target, which may be presented as CTT instead of AAG. The PAM sequence facilitates target-searching but may be excluded from the guide RNA. FIG. 5 provides a graphical summary of data demonstrating use of the guide RNAs from FIG. 4 as tested against non-coding regions of POLR2A. FIG. 6 provides graphical and photographic representations of selective killing and discrimination of target sates based on a single nucleotide mismatch between the selected target site and the guide RNA, demonstrating specificity and safety of the described approach.


Example 2

This Example provides demonstrates selected target cancer-specific killing of homozygous mutations in noncoding regions of essential genes. The mutations were identified and ranked using the described methods of target selection by comparing the whole genome sequences of COLO829 (skin cancer) and COLO829-BL (normal cell from the same patient). A list of ˜200 targets were identified this way. Five mutations were then selected for experimental testing. Due to technical difficulties in electroporating COLO829 cells, we targeted the same sites (without the mutation) in two different cancer cell lines (haploid eHAP1 cell line described above, and diploid HEK293 cell line used in this Example). The described anti-cancer method is expected to be broadly applicable to all cancer types. The efficacy is expected to only correlate with the targeting efficiency and the functional consequence of the deletion-targeting event. Therefore, validating the targeting efficacy in different cell lines supports a broadly applicable approach. In this regard, the efficacy pattern is consistent in eHAP1 and HEK293 cells. For example, the guide RNA targeted to RPL39 was identified as the most effective guide against both cell lines.



FIG. 7 depicts guide RNA design and different spacers, as indicated. The manual annotations provide information about the mutations. FIG. 8 provides data obtained from the design and administration of CRISPR-Cas3 targeting cancer-specific markers obtained from the well-annotated skin cancer cell line COLO829, namely, targeting cancer mutations with variant allele frequency (VAF) of 1.0-homozygous mutations, but in eHAP1 haploid cells. Of the 32-bp targetable region, targeting mutations between nt 1-18 below PAM avoids significant off-targeting effects, which may kill normal cells. Because COLO829 is sensitive to RNP delivery in general, we chose alternative cell lines (eHAP1 for haploid cells, and HEK293 for diploid cells). We targeted the same chromosomal location in these cell lines, but targeted the wild-type sequence to model the functional consequence of targeting the mutated sequence in COLO829. We observed a very similar surviving profile: guide RNAs that are effective at reducing cell proliferation potential in eHAP1 are similarly effective in HEK239 (compare the proliferation curves in FIGS. 8 and 10, respectively). The described anti-cancer strategy may thus be used in a cell-type independent, sequence-content independent manner and as such relies on proximity relationship to essential genetic regions. FIG. 9 shows Surviving eHAP1 cells from RPL39 targeting CRISPR-Cas3 delivery that were targeted again by the same RNP. This demonstrates cancer cells can be effectively treated by the same guide RNA repeatedly. The T. fusca CRISPR-Cas3 tool has been shown to delete upstream of PAM sequence in the majority of the genome editing events (Dolan et. al, Molecular Cell, 2019). Accordingly, deletion by T. fusca CRISPR-Cas3 does not disrupt the target site in the majority of the cases. Such cells can be targeted again by the same guide RNA. The experimental data in FIG. 9 indicates that the cells survived from the first targeting experiments due to inefficient targeting, e.g., their genomes were either not targeted, or the editing did not delete essential genetic information to cause cell death. Such cells remain sensitive to the CRISPR-Cas3 programmed by the same guide RNA, therefore repeated targeting continues to reduce viability of the cells. FIG. 10 shows efficacy testing of anti-cancer guides in HEK293 diploid cells, showing that targeting of both alleles to achieve killing. Five guides showed similar efficacy in HEK293 cells (FIG. 10) as in the HAP1 cells (FIG. 8).









TABLE A







KBM7














GENE_SYMBOL
ENSEMBL_ID
tot. sense
tot. anti
p.val
q.val
ratio
selected

















AAMP
ENSG00000127837
2
22
3.13E−05
0.00029615
0.08333333
YES


AARS
ENSG00000090861
63
805
1.41E−88
2.36E−86
0.07258065
YES


AASDHPPT
ENSG00000149313
23
286
1.12E−40
3.90E−39
0.07443366
YES


AATF
ENSG00000108270
31
300
2.52E−39
8.33E−38
0.09365559
YES


ABCB7
ENSG00000131269
34
545
1.72E−70
1.76E−68
0.05872193
YES


ABCE1
ENSG00000164163
21
723
2.43E−96
5.09E−94
0.02822581
YES


ABCF1
ENSG00000204574
3
87
1.23E−17
1.91E−16
0.03333333
YES


ABT1
ENSG00000146109
3
54
2.89E−11
3.53E−10
0.05263158
YES


ACACA
ENSG00000132142
550
1399
2.05E−40
7.11E−39
0.282196
YES


ACIN1
ENSG00000100813
106
289
6.01E−16
8.86E−15
0.26835443
YES


ACO2
ENSG00000100412
55
195
5.81E−16
8.60E−15
0.22
YES


ACTL6A
ENSG00000136518
11
211
8.79E−35
2.47E−33
0.04954955
YES


ACTR10
ENSG00000131966
9
117
5.71E−20
9.62E−19
0.07142857
YES


ACTR2
ENSG00000138071
95
304
5.11E−20
8.65E−19
0.23809524
YES


ACTR3
ENSG00000115091
349
894
3.13E−31
7.64E−30
0.28077233
YES


ACTR6
ENSG00000075089
49
160
1.00E−12
1.30E−11
0.23444976
YES


ACTR8
ENSG00000113812
22
192
1.09E−26
2.28E−25
0.10280374
YES


ADAR
ENSG00000160710
29
212
5.61E−27
1.18E−25
0.12033195
YES


ADAT2
ENSG00000189007
71
350
3.72E−32
9.43E−31
0.16864608
YES


ADSL
ENSG00000239900
17
426
6.80E−63
5.28E−61
0.03837472
YES


ADSS
ENSG00000035687
12
284
1.69E−45
7.11E−44
0.04054054
YES


AFG3L2
ENSG00000141385
12
423
7.45E−65
6.29E−63
0.02758621
YES


AHCTF1
ENSG00000153207
78
196
7.68E−11
9.25E−10
0.28467153
YES


AHCY
ENSG00000101444
47
637
3.80E−76
4.81E−74
0.06871345
YES


AIFM1
ENSG00000156709
231
641
2.56E−28
5.70E−27
0.26490826
YES


AK2
ENSG00000004455
14
572
1.97E−82
2.97E−80
0.02389078
YES


AKIRIN2
ENSG00000135334
58
376
9.16E−40
3.09E−38
0.13364055
YES


ALDOA
ENSG00000149925
106
265
2.61E−13
3.46E−12
0.28571429
YES


ALG1
ENSG00000033011
23
361
2.15E−51
1.08E−49
0.05989583
YES


ALG11
ENSG00000253710
11
150
9.87E−25
1.94E−23
0.06832298
YES


ALG13
ENSG00000101901
15
205
6.83E−32
1.71E−30
0.06818182
YES


ALG14
ENSG00000172339
9
91
2.81E−15
4.05E−14
0.09
YES


ALG2
ENSG00000119523
2
35
5.77E−08
6.22E−07
0.05405405
YES


ALG8
ENSG00000159063
292
414
9.36E−05
0.00086009
0.41359773
YES


ALYREF
ENSG00000183684
2
97
4.51E−20
7.66E−19
0.02020202
YES


AMD1
ENSG00000123505
191
289
6.92E−05
0.00064191
0.39791667
YES


ANAPC1
ENSG00000153107
191
634
5.37E−35
1.53E−33
0.23151515
YES


ANAPC10
ENSG00000164162
13
390
5.53E−60
3.88E−58
0.03225806
YES


ANAPC11
ENSG00000141552
8
103
5.96E−18
9.44E−17
0.07207207
YES


ANAPC13
ENSG00000129055
227
1007
2.08E−62
1.60E−60
0.18395462
YES


ANAPC15
ENSG00000110200
116
368
9.20E−23
1.72E−21
0.23966942
YES


ANAPC4
ENSG00000053900
15
252
3.10E−39
1.02E−37
0.05617978
YES


ANAPC5
ENSG00000089053
13
451
5.15E−68
4.95E−66
0.02801724
YES


ANKLE2
ENSG00000176915
18
134
7.53E−19
1.22E−17
0.11842105
YES


ANKRD17
ENSG00000132466
1625
2307
6.95E−11
8.40E−10
0.41327569
YES


ANLN
ENSG00000011426
13
678
6.04E−95
1.23E−92
0.01881331
YES


AP2S1
ENSG00000042753
8
175
1.91E−30
4.56E−29
0.04371585
YES


APC
ENSG00000134982
154
265
1.39E−06
1.41E−05
0.36754177
YES


APEX1
ENSG00000100823
324
445
0.00022424
0.0020125
0.4213264
YES


API5
ENSG00000166181
39
95
2.70E−06
2.70E−05
0.29104478
YES


AQR
ENSG00000021776
22
285
5.66E−41
2.01E−39
0.07166124
YES


ARCN1
ENSG00000095139
7
242
1.12E−41
4.08E−40
0.02811245
YES


ARGLU1
ENSG00000134884
21
167
4.48E−23
8.43E−22
0.11170213
YES


ARL2
ENSG00000213465
74
200
4.08E−12
5.20E−11
0.27007299
YES


ARMC7
ENSG00000125449
83
465
5.24E−43
2.01E−41
0.15145985
YES


ARMC8
ENSG00000114098
675
944
9.00E−07
9.20E−06
0.41692403
YES


ARPC2
ENSG00000163466
541
1593
6.35E−54
3.45E−52
0.25351453
YES


ARPC3
ENSG00000111229
113
280
1.18E−13
1.59E−12
0.28753181
YES


ARPC4
ENSG00000241553
116
313
1.20E−16
1.82E−15
0.27039627
YES


ASCC3
ENSG00000112249
168
426
6.75E−19
1.10E−17
0.28282828
YES


ASUN
ENSG00000064102
447
720
7.67E−10
8.88E−09
0.38303342
YES


ATAD5
ENSG00000176208
117
359
1.56E−21
2.80E−20
0.24579832
YES


ATIC
ENSG00000138363
40
178
6.83E−18
1.08E−16
0.18348624
YES


ATL2
ENSG00000119787
99
211
7.82E−09
8.72E−08
0.31935484
YES


ATP13A1
ENSG00000105726
175
251
0.0007444
0.00643927
0.41079812
YES


ATP1A1
ENSG00000163399
25
170
6.08E−22
1.11E−20
0.12820513
YES


ATP2A2
ENSG00000174437
51
886
 2.71E−101
6.97E−99
0.05442903
YES


ATP5A1
ENSG00000152234
76
423
5.84E−40
1.99E−38
0.15230461
YES


ATP5B
ENSG00000110955
39
243
6.88E−28
1.51E−26
0.13829787
YES


ATP5C1
ENSG00000165629
77
228
7.01E−15
9.98E−14
0.25245902
YES


ATP5E
ENSG00000124172
59
262
5.03E−24
9.72E−23
0.18380062
YES


ATP5F1
ENSG00000116459
107
375
1.30E−25
2.63E−24
0.2219917
YES


ATP5H
ENSG00000167863
30
117
9.39E−12
1.17E−10
0.20408163
YES


ATP5J2
ENSG00000241468
86
393
3.11E−33
8.16E−32
0.17954071
YES


ATP5L
ENSG00000167283
93
239
7.22E−13
9.43E−12
0.28012048
YES


ATP5O
ENSG00000241837
63
257
3.51E−22
6.43E−21
0.196875
YES


ATP6AP1
ENSG00000071553
19
399
2.19E−58
1.46E−56
0.04545455
YES


ATP6AP2
ENSG00000182220
6
80
1.04E−14
1.48E−13
0.06976744
YES


ATP6V0B
ENSG00000117410
19
147
1.30E−20
2.25E−19
0.11445783
YES


ATP6V0C
ENSG00000185883
12
273
7.35E−44
2.95E−42
0.04210526
YES


ATP6V0D1
ENSG00000159720
15
388
9.20E−59
6.25E−57
0.03722084
YES


ATP6V1A
ENSG00000114573
257
1412
5.72E−90
1.02E−87
0.15398442
YES


ATP6V1D
ENSG00000100554
5
82
1.33E−15
1.94E−14
0.05747126
YES


ATP6V1E1
ENSG00000131100
22
199
8.38E−28
1.82E−26
0.09954751
YES


ATP6V1F
ENSG00000128524
5
147
2.68E−27
5.73E−26
0.03289474
YES


ATP6V1G1
ENSG00000136888
4
239
8.34E−43
3.18E−41
0.01646091
YES


ATR
ENSG00000175054
11
385
2.83E−60
2.00E−58
0.02777778
YES


ATRIP
ENSG00000164053
6
76
5.93E−14
8.11E−13
0.07317073
YES


ATRX
ENSG00000085224
319
1015
2.30E−45
9.56E−44
0.23913043
YES


ATXN10
ENSG00000130638
104
321
5.25E−20
8.88E−19
0.24470588
YES


AURKA
ENSG00000087586
13
83
4.63E−12
5.88E−11
0.13541667
YES


B4GALT5
ENSG00000158470
694
1100
9.39E−12
1.17E−10
0.38684504
YES


BANF1
ENSG00000175334
41
139
7.05E−12
8.90E−11
0.22777778
YES


BANP
ENSG00000172530
50
1267
 1.50E−136
 8.47E−134
0.03796507
YES


BARD1
ENSG00000138376
26
273
1.86E−37
5.81E−36
0.08695652
YES


BCAS2
ENSG00000116752
2
80
6.91E−17
1.05E−15
0.02439024
YES


BCCIP
ENSG00000107949
5
189
2.47E−34
6.83E−33
0.0257732
YES


BCL2
ENSG00000171791
1598
7662
 1.40E−189
 1.44E−186
0.17257019
YES


BCL2L1
ENSG00000171552
606
4998
 3.44E−219
 6.67E−216
0.10813704
YES


BCLAF1
ENSG00000029363
84
156
1.24E−05
0.00012018
0.35
YES


BCS1L
ENSG00000074582
159
279
4.05E−07
4.19E−06
0.3630137
YES


BDP1
ENSG00000145734
123
339
4.09E−18
6.51E−17
0.26623377
YES


BECN1
ENSG00000126581
62
148
2.74E−08
3.00E−07
0.2952381
YES


BET1
ENSG00000105829
9
117
5.71E−20
9.62E−19
0.07142857
YES


BIRC5
ENSG00000089685
5
29
2.84E−05
0.00027015
0.14705882
YES


BLM
ENSG00000197299
582
917
1.84E−10
2.18E−09
0.38825884
YES


BMS1
ENSG00000165733
4
110
2.56E−21
4.55E−20
0.03508772
YES


BNIP1
ENSG00000113734
4
43
1.53E−08
1.69E−07
0.08510638
YES


BOD1L1
ENSG00000038219
34
111
1.06E−09
1.22E−08
0.23448276
YES


BORA
ENSG00000136122
51
311
2.29E−33
6.07E−32
0.14088398
YES


BPTF
ENSG00000171634
952
2930
4.57E−79
6.28E−77
0.24523442
YES


BRCA1
ENSG00000012048
249
388
2.81E−06
2.81E−05
0.39089482
YES


BRCA2
ENSG00000139618
19
584
1.37E−81
1.98E−79
0.03150912
YES


BRD4
ENSG00000141867
101
455
1.35E−36
4.10E−35
0.18165468
YES


BRD8
ENSG00000112983
26
101
1.75E−10
2.08E−09
0.20472441
YES


BRF1
ENSG00000185024
14
249
2.97E−39
9.78E−38
0.05323194
YES


BRIP1
ENSG00000136492
365
530
7.04E−06
6.90E−05
0.40782123
YES


BRIX1
ENSG00000113460
3
275
8.67E−49
4.03E−47
0.01079137
YES


BTAF1
ENSG00000095564
61
253
3.27E−22
6.01E−21
0.19426752
YES


BTF3
ENSG00000145741
84
293
2.74E−21
4.86E−20
0.22281167
YES


BUB1
ENSG00000169679
92
218
1.00E−10
1.19E−09
0.29677419
YES


BUB1B
ENSG00000156970
160
463
5.36E−24
1.03E−22
0.25682183
YES


BUB3
ENSG00000154473
11
104
1.07E−16
1.62E−15
0.09565217
YES


BUD13
ENSG00000137656
15
358
1.18E−54
6.61E−53
0.04021448
YES


BUD31
ENSG00000106245
46
157
4.30E−13
5.67E−12
0.22660099
YES


BYSL
ENSG00000112578
55
465
2.29E−52
1.18E−50
0.10576923
YES


C12orf45
ENSG00000151131
3
44
2.92E−09
3.30E−08
0.06382979
YES


C14orf166
ENSG00000087302
20
96
1.19E−11
1.48E−10
0.17241379
YES


C15orf41
ENSG00000186073
32
121
9.15E−12
1.15E−10
0.20915033
YES


C16orf80
ENSG00000070761
36
194
1.26E−21
2.27E−20
0.15652174
YES


C18orf21
ENSG00000141428
54
231
3.13E−21
5.55E−20
0.18947368
YES


C19orf43
ENSG00000123144
157
255
1.46E−05
0.00014073
0.38106796
YES


C1orf131
ENSG00000143633
13
301
1.65E−47
7.37E−46
0.04140127
YES


C21orf59
ENSG00000159079
79
270
1.20E−19
2.01E−18
0.22636103
YES


C22orf28
ENSG00000100220
7
47
6.32E−08
6.79E−07
0.12962963
YES


C3orf17
ENSG00000163608
13
341
3.10E−53
1.64E−51
0.03672316
YES


C6orf48
ENSG00000204387
339
456
0.00044586
0.00391701
0.42641509
YES


C6orf57
ENSG00000154079
108
225
7.42E−09
8.30E−08
0.32432432
YES


C7orf73
ENSG00000243317
64
342
2.84E−33
7.48E−32
0.15763547
YES


C9orf114
ENSG00000198917
3
95
3.96E−19
6.50E−18
0.03061224
YES


C9orf78
ENSG00000136819
65
187
1.87E−12
2.41E−11
0.25793651
YES


CAB39
ENSG00000135932
389
1362
1.69E−60
1.21E−58
0.22215877
YES


CAD
ENSG00000084774
20
56
3.55E−05
0.00033566
0.26315789
YES


CALM2
ENSG00000143933
103
182
1.40E−05
0.00013526
0.36140351
YES


CAMLG
ENSG00000164615
16
216
3.58E−33
9.39E−32
0.06896552
YES


CAPNS1
ENSG00000126247
248
356
0.00013298
0.00120841
0.41059603
YES


CAPZB
ENSG00000077549
92
2365
 6.34E−200
 7.38E−197
0.03744404
YES


CARS
ENSG00000110619
9
341
3.36E−55
1.93E−53
0.02571429
YES


CASC3
ENSG00000108349
345
456
0.000853
0.00733149
0.43071161
YES


CASC5
ENSG00000137812
53
412
2.88E−46
1.24E−44
0.11397849
YES


CCAR1
ENSG00000060339
325
483
4.48E−06
4.44E−05
0.40222772
YES


CCDC115
ENSG00000136710
3
25
2.32E−05
0.00022143
0.10714286
YES


CCDC130
ENSG00000104957
36
125
3.26E−11
3.98E−10
0.22360248
YES


CCDC174
ENSG00000154781
13
211
8.39E−34
2.28E−32
0.05803571
YES


CCDC47
ENSG00000108588
473
889
5.08E−17
7.78E−16
0.34728341
YES


CCDC59
ENSG00000133773
14
179
3.78E−28
8.34E−27
0.07253886
YES


CCDC84
ENSG00000186166
11
82
1.00E−12
1.30E−11
0.11827957
YES


CCDC86
ENSG00000110104
24
346
7.34E−49
3.42E−47
0.06486486
YES


CCDC94
ENSG00000105248
7
101
4.33E−18
6.88E−17
0.06481481
YES


CCNA2
ENSG00000145386
8
78
2.38E−13
3.16E−12
0.09302326
YES


CCNF
ENSG00000162063
25
57
0.00034784
0.00309475
0.30487805
YES


CCNH
ENSG00000134480
41
238
1.93E−26
4.01E−25
0.14695341
YES


CCNK
ENSG00000090061
17
110
3.62E−15
5.20E−14
0.13385827
YES


CCP110
ENSG00000103540
332
602
2.37E−12
3.04E−11
0.35546039
YES


CCT2
ENSG00000166226
3
74
3.60E−15
5.19E−14
0.03896104
YES


CCT3
ENSG00000163468
6
67
3.06E−12
3.91E−11
0.08219178
YES


CCT4
ENSG00000115484
14
353
1.96E−54
1.08E−52
0.03814714
YES


CCT5
ENSG00000150753
26
654
1.34E−86
2.14E−84
0.03823529
YES


CCT6A
ENSG00000146731
3
71
1.36E−14
1.91E−13
0.04054054
YES


CCT7
ENSG00000135624
14
347
1.35E−53
7.27E−52
0.03878116
YES


CCT8
ENSG00000156261
6
333
1.36E−55
7.97E−54
0.01769912
YES


CD3EAP
ENSG00000117877
63
207
1.65E−15
2.40E−14
0.23333333
YES


CDC123
ENSG00000151465
140
1835
 7.04E−152
 4.55E−149
0.07088608
YES


CDC16
ENSG00000130177
15
144
7.66E−22
1.39E−20
0.09433962
YES


CDC20
ENSG00000117399
4
20
0.00068114
0.00590962
0.16666667
YES


CDC23
ENSG00000094880
6
118
1.12E−21
2.02E−20
0.0483871
YES


CDC26
ENSG00000176386
14
118
8.10E−18
1.27E−16
0.10606061
YES


CDC27
ENSG00000004897
8
381
3.28E−61
2.39E−59
0.02056555
YES


CDC37
ENSG00000105401
10
164
1.36E−27
2.94E−26
0.05747126
YES


CDC40
ENSG00000168438
28
371
1.37E−50
6.74E−49
0.07017544
YES


CDC42
ENSG00000070831
916
1490
5.51E−15
7.87E−14
0.38071488
YES


CDC45
ENSG00000093009
11
400
2.73E−62
2.08E−60
0.02676399
YES


CDC5L
ENSG00000096401
23
211
2.85E−29
6.51E−28
0.0982906
YES


CDC6
ENSG00000094804
43
200
3.47E−20
5.92E−19
0.17695473
YES


CDC7
ENSG00000097046
118
472
3.79E−34
1.04E−32
0.2
YES


CDC73
ENSG00000134371
21
389
3.97E−56
2.38E−54
0.05121951
YES


CDCA5
ENSG00000146670
6
76
5.93E−14
8.11E−13
0.07317073
YES


CDIPT
ENSG00000103502
32
68
0.00030199
0.00268957
0.32
YES


CDK1
ENSG00000170312
1
186
4.54E−36
1.37E−34
0.00534759
YES


CDK12
ENSG00000167258
37
185
6.39E−20
1.07E−18
0.16666667
YES


CDK7
ENSG00000134058
20
250
1.28E−36
3.93E−35
0.07407407
YES


CDK9
ENSG00000136807
3
65
1.98E−13
2.64E−12
0.04411765
YES


CDT1
ENSG00000167513
82
131
0.00106353
0.00908294
0.38497653
YES


CEBPD
ENSG00000221869
48
92
0.00024242
0.00217008
0.34285714
YES


CEBPZ
ENSG00000115816
43
350
1.19E−41
4.34E−40
0.10941476
YES


CENPA
ENSG00000115163
2
47
2.02E−10
2.38E−09
0.04081633
YES


CENPC1
ENSG00000145241
44
558
4.93E−68
4.75E−66
0.0730897
YES


CENPH
ENSG00000153044
30
389
3.42E−52
1.75E−50
0.07159905
YES


CENPJ
ENSG00000151849
9
190
2.12E−32
5.40E−31
0.04522613
YES


CENPL
ENSG00000120334
29
150
2.91E−17
4.49E−16
0.16201117
YES


CENPM
ENSG00000100162
10
293
8.16E−48
3.69E−46
0.0330033
YES


CENPN
ENSG00000166451
20
124
2.34E−16
3.50E−15
0.13888889
YES


CENPW
ENSG00000203760
3
37
7.74E−08
8.29E−07
0.075
YES


CEP135
ENSG00000174799
110
587
2.25E−49
1.06E−47
0.15781923
YES


CEP152
ENSG00000103995
64
418
3.29E−43
1.29E−41
0.13278008
YES


CEP192
ENSG00000101639
75
1053
 7.72E−109
 2.32E−106
0.06648936
YES


CEP350
ENSG00000135837
180
680
7.58E−42
2.79E−40
0.20930233
YES


CEP44
ENSG00000164118
61
133
9.72E−07
9.93E−06
0.31443299
YES


CEP55
ENSG00000138180
23
146
7.79E−19
1.26E−17
0.13609467
YES


CEP57
ENSG00000166037
136
380
5.49E−20
9.28E−19
0.26356589
YES


CEP63
ENSG00000182923
875
1326
5.01E−11
6.08E−10
0.39754657
YES


CEP85
ENSG00000130695
45
1130
 1.55E−126
 7.72E−124
0.03829787
YES


CEP97
ENSG00000182504
163
443
1.97E−21
3.51E−20
0.2689769
YES


CFDP1
ENSG00000153774
91
449
1.12E−38
3.61E−37
0.16851852
YES


CHAF1A
ENSG00000167670
28
239
1.63E−31
4.03E−30
0.10486891
YES


CHAF1B
ENSG00000159259
26
71
6.55E−06
6.45E−05
0.26804124
YES


CHCHD4
ENSG00000163528
55
673
3.39E−77
4.42E−75
0.07554945
YES


CHEK1
ENSG00000149554
86
304
3.69E−22
6.76E−21
0.22051282
YES


CHERP
ENSG00000085872
6
92
5.99E−17
9.15E−16
0.06122449
YES


CHMP2A
ENSG00000130724
12
208
8.24E−34
2.24E−32
0.05454545
YES


CHMP3
ENSG00000115561
9
182
4.33E−31
1.05E−29
0.04712042
YES


CHMP4B
ENSG00000101421
19
404
4.68E−59
3.21E−57
0.04491726
YES


CHMP6
ENSG00000176108
3
75
2.32E−15
3.35E−14
0.03846154
YES


CHORDC1
ENSG00000110172
45
289
2.19E−32
5.59E−31
0.13473054
YES


CHTF8
ENSG00000168802
165
406
1.80E−17
2.79E−16
0.28896673
YES


CHTOP
ENSG00000160679
172
570
1.74E−32
4.48E−31
0.23180593
YES


CIAO1
ENSG00000144021
9
85
3.55E−14
4.91E−13
0.09574468
YES


CIAPIN1
ENSG00000005194
26
281
1.22E−38
3.92E−37
0.08469055
YES


CINP
ENSG00000100865
4
168
2.08E−31
5.13E−30
0.02325581
YES


CIRH1A
ENSG00000141076
51
313
1.21E−33
3.24E−32
0.14010989
YES


CIT
ENSG00000122966
36
146
2.40E−14
3.34E−13
0.1978022
YES


CKAP5
ENSG00000175216
16
326
1.12E−49
5.30E−48
0.04678363
YES


CLASP2
ENSG00000163539
501
666
0.00013062
0.00118814
0.42930591
YES


CLASRP
ENSG00000104859
44
166
6.28E−15
8.95E−14
0.20952381
YES


CLNS1A
ENSG00000074201
53
1078
 6.43E−119
 2.55E−116
0.04686118
YES


CLP1
ENSG00000172409
16
64
1.27E−07
1.35E−06
0.2
YES


CLPB
ENSG00000162129
1295
1838
7.59E−10
8.80E−09
0.41334184
YES


CLSPN
ENSG00000092853
10
491
1.70E−74
1.95E−72
0.01996008
YES


CLTC
ENSG00000141367
51
904
 4.35E−103
 1.19E−100
0.05340314
YES


CMPK1
ENSG00000162368
16
203
4.17E−31
1.01E−29
0.07305936
YES


CNOT1
ENSG00000125107
44
615
8.94E−75
1.03E−72
0.06676783
YES


CNOT10
ENSG00000182973
211
674
6.20E−35
1.76E−33
0.23841808
YES


CNOT11
ENSG00000158435
65
125
3.00E−05
0.00028484
0.34210526
YES


CNOT2
ENSG00000111596
90
663
5.79E−64
4.70E−62
0.11952191
YES


CNOT3
ENSG00000088038
7
58
4.89E−10
5.69E−09
0.10769231
YES


COA5
ENSG00000183513
18
186
1.85E−27
3.97E−26
0.08823529
YES


COASY
ENSG00000068120
176
305
2.72E−07
2.84E−06
0.36590437
YES


COG1
ENSG00000166685
4
55
6.29E−11
7.62E−10
0.06779661
YES


COG2
ENSG00000135775
3
56
1.16E−11
1.44E−10
0.05084746
YES


COG3
ENSG00000136152
16
366
2.75E−55
1.60E−53
0.04188482
YES


COG4
ENSG00000103051
14
366
3.10E−56
1.87E−54
0.03684211
YES


COG5
ENSG00000164597
609
937
9.37E−10
1.08E−08
0.39391979
YES


COG7
ENSG00000168434
101
219
2.50E−09
2.83E−08
0.315625
YES


COG8
ENSG00000213380
130
423
7.51E−26
1.53E−24
0.23508137
YES


COPA
ENSG00000122218
8
242
3.68E−41
1.31E−39
0.032
YES


COPB1
ENSG00000129083
19
156
4.15E−22
7.59E−21
0.10857143
YES


COPB2
ENSG00000184432
3
104
8.73E−21
1.52E−19
0.02803738
YES


COPE
ENSG00000105669
19
120
4.47E−16
6.63E−15
0.13669065
YES


COPG1
ENSG00000181789
10
345
2.91E−55
1.68E−53
0.02816901
YES


COPS2
ENSG00000166200
4
337
3.43E−57
2.14E−55
0.01173021
YES


COPS3
ENSG00000141030
7
299
3.27E−50
1.58E−48
0.02287582
YES


COPS4
ENSG00000138663
10
335
7.39E−54
4.01E−52
0.02898551
YES


COPS6
ENSG00000168090
18
74
1.20E−08
1.33E−07
0.19565217
YES


COPS8
ENSG00000198612
1
30
1.71E−07
1.80E−06
0.03225806
YES


COPZ1
ENSG00000111481
4
95
1.43E−18
2.30E−17
0.04040404
YES


COQ3
ENSG00000132423
87
220
7.25E−12
9.13E−11
0.28338762
YES


COQ4
ENSG00000167113
61
146
3.05E−08
3.33E−07
0.29468599
YES


COQ5
ENSG00000110871
120
240
1.45E−08
1.61E−07
0.33333333
YES


COX10
ENSG00000006695
76
445
1.03E−42
3.90E−41
0.14587332
YES


COX11
ENSG00000166260
9
136
2.61E−23
4.94E−22
0.06206897
YES


COX15
ENSG00000014919
55
312
3.76E−32
9.51E−31
0.14986376
YES


COX17
ENSG00000138495
65
323
1.95E−30
4.64E−29
0.16752577
YES


COX5B
ENSG00000135940
6
104
3.75E−19
6.17E−18
0.05454545
YES


COX6B1
ENSG00000126267
81
189
1.72E−09
1.96E−08
0.3
YES


COX7B
ENSG00000131174
63
416
2.74E−43
1.08E−41
0.13152401
YES


COX7C
ENSG00000127184
13
115
9.75E−18
1.53E−16
0.1015625
YES


CPSF2
ENSG00000165934
57
481
1.17E−53
6.31E−52
0.10594796
YES


CPSF3
ENSG00000119203
23
111
4.39E−13
5.78E−12
0.17164179
YES


CPSF6
ENSG00000111605
11
226
3.74E−37
1.15E−35
0.0464135
YES


CRCP
ENSG00000241258
56
427
3.84E−47
1.69E−45
0.11594203
YES


CREBBP
ENSG00000005339
39
1067
 4.10E−123
 1.79E−120
0.03526221
YES


CRLS1
ENSG00000088766
45
341
1.16E−39
3.89E−38
0.11658031
YES


CRNKL1
ENSG00000101343
5
80
3.16E−15
4.56E−14
0.05882353
YES


CSDE1
ENSG00000009307
59
337
3.19E−34
8.82E−33
0.1489899
YES


CSE1L
ENSG00000124207
6
468
1.48E−73
1.66E−71
0.01265823
YES


CSNK1A1
ENSG00000113712
56
520
7.37E−59
5.03E−57
0.09722222
YES


CSNK2B
ENSG00000204435
71
128
0.00010205
0.00093362
0.35678392
YES


CSTF1
ENSG00000101138
19
399
2.19E−58
1.46E−56
0.04545455
YES


CSTF2
ENSG00000101811
38
134
5.62E−12
7.12E−11
0.22093023
YES


CSTF3
ENSG00000176102
63
835
1.07E−91
1.99E−89
0.0701559
YES


CTC1
ENSG00000178971
7
352
9.70E−58
6.25E−56
0.01949861
YES


CTCF
ENSG00000102974
109
1090
 3.64E−101
9.22E−99
0.09090909
YES


CTDP1
ENSG00000060069
49
257
1.82E−26
3.81E−25
0.16013072
YES


CTDSPL2
ENSG00000137770
461
1162
9.96E−36
2.95E−34
0.2840419
YES


CTNNBL1
ENSG00000132792
237
1646
 9.28E−113
 3.18E−110
0.12586298
YES


CTPS1
ENSG00000171793
86
303
4.91E−22
8.94E−21
0.22107969
YES


CTR9
ENSG00000198730
25
175
9.62E−23
1.79E−21
0.125
YES


CTU1
ENSG00000142544
33
170
5.41E−19
8.84E−18
0.16256158
YES


CTU2
ENSG00000174177
36
98
2.37E−07
2.48E−06
0.26865672
YES


CUL1
ENSG00000055130
102
550
1.91E−47
8.42E−46
0.15644172
YES


CUL2
ENSG00000108094
40
225
7.09E−25
1.40E−23
0.1509434
YES


CWC22
ENSG00000163510
7
248
1.34E−42
5.04E−41
0.02745098
YES


CWC25
ENSG00000108296
32
87
9.30E−07
9.51E−06
0.26890756
YES


CWF19L2
ENSG00000152404
72
186
7.58E−11
9.14E−10
0.27906977
YES


CXorf56
ENSG00000018610
49
129
1.42E−08
1.58E−07
0.2752809
YES


CYCS
ENSG00000172115
50
192
6.37E−17
9.71E−16
0.20661157
YES


DAD1
ENSG00000129562
11
248
1.45E−40
5.05E−39
0.04247104
YES


DAP3
ENSG00000132676
164
425
1.77E−19
2.93E−18
0.27843803
YES


DARS
ENSG00000115866
53
1111
 6.53E−122
 2.78E−119
0.04553265
YES


DARS2
ENSG00000117593
208
312
5.87E−05
0.00054739
0.4
YES


DBR1
ENSG00000138231
24
220
2.97E−30
7.01E−29
0.09836066
YES


DCAF7
ENSG00000136485
168
429
3.46E−19
5.70E−18
0.28140704
YES


DCP2
ENSG00000172795
35
198
1.38E−22
2.57E−21
0.15021459
YES


DCPS
ENSG00000110063
198
1264
9.22E−92
1.73E−89
0.13543092
YES


DCTN1
ENSG00000204843
36
105
2.52E−08
2.77E−07
0.25531915
YES


DCTN2
ENSG00000175203
2
22
3.13E−05
0.00029615
0.08333333
YES


DCTN3
ENSG00000137100
0
32
1.55E−08
1.71E−07
0
YES


DCTN4
ENSG00000132912
31
1325
 3.06E−148
 1.84E−145
0.02286136
YES


DCTN5
ENSG00000166847
27
461
5.72E−63
4.48E−61
0.05532787
YES


DDB1
ENSG00000167986
9
135
3.90E−23
7.35E−22
0.0625
YES


DDOST
ENSG00000244038
6
147
9.24E−27
1.94E−25
0.03921569
YES


DDX10
ENSG00000178105
102
465
1.65E−37
5.17E−36
0.17989418
YES


DDX18
ENSG00000088205
11
172
1.96E−28
4.38E−27
0.06010929
YES


DDX19A
ENSG00000168872
8
212
1.85E−36
5.59E−35
0.03636364
YES


DDX20
ENSG00000064703
12
100
1.57E−15
2.29E−14
0.10714286
YES


DDX21
ENSG00000165732
64
424
5.59E−44
2.25E−42
0.13114754
YES


DDX23
ENSG00000174243
12
403
3.30E−62
2.51E−60
0.02891566
YES


DDX24
ENSG00000089737
14
127
2.22E−19
3.69E−18
0.09929078
YES


DDX27
ENSG00000124228
27
299
7.52E−41
2.65E−39
0.08282209
YES


DDX39B
ENSG00000198563
206
407
8.83E−12
1.11E−10
0.3360522
YES


DDX3X
ENSG00000215301
291
481
1.93E−08
2.12E−07
0.37694301
YES


DDX46
ENSG00000145833
28
303
5.25E−41
1.87E−39
0.08459215
YES


DDX47
ENSG00000213782
2
170
7.34E−33
1.91E−31
0.01162791
YES


DDX49
ENSG00000105671
2
132
2.28E−26
4.72E−25
0.01492537
YES


DDX51
ENSG00000185163
1
20
2.38E−05
0.00022703
0.04761905
YES


DDX52
ENSG00000141141
6
193
1.89E−34
5.24E−33
0.03015075
YES


DDX54
ENSG00000123064
5
159
2.40E−29
5.50E−28
0.0304878
YES


DDX55
ENSG00000111364
11
347
4.75E−55
2.68E−53
0.03072626
YES


DDX56
ENSG00000136271
5
187
5.24E−34
1.43E−32
0.02604167
YES


DDX59
ENSG00000118197
240
339
0.00030033
0.00267753
0.41450777
YES


DDX6
ENSG00000110367
148
551
1.05E−35
3.10E−34
0.21173104
YES


DENR
ENSG00000139726
175
294
1.34E−06
1.36E−05
0.37313433
YES


DGCR14
ENSG00000100056
1
74
2.48E−16
3.70E−15
0.01333333
YES


DGCR8
ENSG00000128191
49
318
4.93E−35
1.41E−33
0.13351499
YES


DHDDS
ENSG00000117682
92
165
1.98E−05
0.00018965
0.35797665
YES


DHFR
ENSG00000228716
5
115
1.13E−21
2.04E−20
0.04166667
YES


DHX15
ENSG00000109606
74
709
2.20E−74
2.49E−72
0.0945083
YES


DHX33
ENSG00000005100
36
479
1.76E−61
1.30E−59
0.06990291
YES


DHX35
ENSG00000101452
193
356
2.64E−09
2.99E−08
0.35154827
YES


DHX36
ENSG00000174953
72
286
1.62E−23
3.09E−22
0.20111732
YES


DHX38
ENSG00000140829
32
68
0.00030199
0.00268957
0.32
YES


DHX8
ENSG00000067596
10
147
1.04E−24
2.04E−23
0.06369427
YES


DHX9
ENSG00000135829
7
189
2.86E−33
7.52E−32
0.03571429
YES


DIDO1
ENSG00000101191
96
658
1.64E−61
1.22E−59
0.12732095
YES


DIEXF
ENSG00000117597
7
98
1.53E−17
2.38E−16
0.06666667
YES


DIMT1
ENSG00000086189
40
280
6.45E−33
1.68E−31
0.125
YES


DIS3
ENSG00000083520
49
217
9.13E−21
1.59E−19
0.18421053
YES


DKC1
ENSG00000130826
55
804
2.11E−91
3.87E−89
0.06402794
YES


DLD
ENSG00000091140
92
188
1.35E−07
1.43E−06
0.32857143
YES


DLST
ENSG00000119689
2
90
9.02E−19
1.46E−17
0.02173913
YES


DMAP1
ENSG00000178028
3
25
2.32E−05
0.00022143
0.10714286
YES


DNAJA3
ENSG00000103423
26
301
1.44E−41
5.20E−40
0.0795107
YES


DNAJC11
ENSG00000007923
29
217
9.51E−28
2.07E−26
0.11788618
YES


DNAJC19
ENSG00000205981
0
81
2.80E−18
4.47E−17
0
YES


DNAJC2
ENSG00000105821
256
506
1.51E−13
2.02E−12
0.33595801
YES


DNAJC8
ENSG00000126698
100
274
1.88E−15
2.72E−14
0.26737968
YES


DNAJC9
ENSG00000213551
868
1496
5.62E−18
8.91E−17
0.36717428
YES


DNM1L
ENSG00000087470
17
348
2.56E−52
1.32E−50
0.04657534
YES


DNM2
ENSG00000079805
135
2665
 3.00E−205
 4.36E−202
0.04821429
YES


DNMT1
ENSG00000130816
71
639
1.39E−67
1.31E−65
0.1
YES


DNTTIP2
ENSG00000067334
21
125
3.89E−16
5.78E−15
0.14383562
YES


DOHH
ENSG00000129932
100
310
1.32E−19
2.21E−18
0.24390244
YES


DONSON
ENSG00000159147
2
132
2.28E−26
4.72E−25
0.01492537
YES


DPH5
ENSG00000117543
275
420
3.66E−06
3.64E−05
0.39568345
YES


DPY30
ENSG00000162961
41
98
2.84E−06
2.84E−05
0.29496403
YES


DR1
ENSG00000117505
130
434
4.62E−27
9.78E−26
0.23049645
YES


DSN1
ENSG00000149636
54
1234
 2.49E−132
 1.36E−129
0.04192547
YES


DTL
ENSG00000143476
29
430
4.39E−58
2.87E−56
0.06318083
YES


DTYMK
ENSG00000168393
8
142
7.44E−25
1.47E−23
0.05333333
YES


DUT
ENSG00000128951
17
462
1.47E−67
1.38E−65
0.03549061
YES


DYNC1H1
ENSG00000197102
14
332
1.75E−51
8.84E−50
0.04046243
YES


DYNC1I2
ENSG00000077380
92
348
4.58E−26
9.40E−25
0.20909091
YES


DYNLRB1
ENSG00000125971
8
413
1.75E−65
1.50E−63
0.01900238
YES


DYRK1A
ENSG00000157540
158
874
1.91E−66
1.70E−64
0.15310078
YES


E4F1
ENSG00000167967
15
63
8.74E−08
9.33E−07
0.19230769
YES


EAPP
ENSG00000129518
160
269
2.85E−06
2.85E−05
0.37296037
YES


EBNA1BP2
ENSG00000117395
7
78
7.83E−14
1.06E−12
0.08235294
YES


ECD
ENSG00000122882
35
220
6.43E−26
1.31E−24
0.1372549
YES


ECT2
ENSG00000114346
20
147
3.37E−20
5.77E−19
0.11976048
YES


EDC4
ENSG00000038358
55
135
4.39E−08
4.76E−07
0.28947368
YES


EED
ENSG00000074266
32
313
8.76E−41
3.08E−39
0.09275362
YES


EEF1A1
ENSG00000156508
60
314
8.51E−31
2.05E−29
0.16042781
YES


EEF1G
ENSG00000254772
22
409
2.30E−58
1.52E−56
0.05104408
YES


EEF2
ENSG00000167658
3
135
2.53E−26
5.22E−25
0.02173913
YES


EEFSEC
ENSG00000132394
169
498
8.09E−26
1.64E−24
0.25337331
YES


EFTUD2
ENSG00000108883
46
350
1.58E−40
5.51E−39
0.11616162
YES


EHMT1
ENSG00000181090
1974
2940
7.82E−15
1.11E−13
0.4017094
YES


EIF1
ENSG00000173812
15
103
9.02E−15
1.28E−13
0.12711864
YES


EIF1AD
ENSG00000175376
60
148
1.12E−08
1.25E−07
0.28846154
YES


EIF1AX
ENSG00000173674
10
213
1.34E−35
3.94E−34
0.04484305
YES


EIF2B1
ENSG00000111361
15
302
1.08E−46
4.71E−45
0.04731861
YES


EIF2B2
ENSG00000119718
7
76
1.86E−13
2.49E−12
0.08433735
YES


EIF2B3
ENSG00000070785
27
324
1.90E−44
7.73E−43
0.07692308
YES


EIF2B4
ENSG00000115211
19
96
5.20E−12
6.60E−11
0.16521739
YES


EIF2B5
ENSG00000145191
19
250
4.53E−37
1.40E−35
0.07063197
YES


EIF2S1
ENSG00000134001
40
252
7.53E−29
1.70E−27
0.1369863
YES


EIF2S2
ENSG00000125977
10
499
1.73E−75
2.09E−73
0.01964637
YES


EIF2S3
ENSG00000130741
60
870
2.32E−96
4.95E−94
0.06451613
YES


EIF3A
ENSG00000107581
18
300
5.43E−45
2.23E−43
0.05660377
YES


EIF3B
ENSG00000106263
2
162
1.61E−31
3.97E−30
0.01219512
YES


EIF3D
ENSG00000100353
95
453
5.08E−38
1.62E−36
0.17335766
YES


EIF3I
ENSG00000084623
6
117
1.69E−21
3.02E−20
0.04878049
YES


EIF3J
ENSG00000104131
81
375
2.08E−32
5.32E−31
0.17763158
YES


EIF3M
ENSG00000149100
9
258
4.26E−43
1.65E−41
0.03370787
YES


EIF4A1
ENSG00000161960
19
189
1.68E−27
3.62E−26
0.09134615
YES


EIF4A2
ENSG00000156976
117
199
2.12E−05
0.00020319
0.37025316
YES


EIF4A3
ENSG00000141543
1
35
1.53E−08
1.69E−07
0.02777778
YES


EIF4B
ENSG00000063046
841
1432
5.98E−17
9.13E−16
0.3699956
YES


EIF4E
ENSG00000151247
22
544
1.70E−75
2.07E−73
0.03886926
YES


EIF4G1
ENSG00000114867
30
108
2.27E−10
2.67E−09
0.2173913
YES


EIF4G2
ENSG00000110321
23
282
4.34E−40
1.49E−38
0.07540984
YES


EIF5
ENSG00000100664
4
71
4.82E−14
6.63E−13
0.05333333
YES


EIF5A
ENSG00000132507
36
346
8.06E−44
3.22E−42
0.09424084
YES


EIF5B
ENSG00000158417
36
393
3.00E−50
1.46E−48
0.08391608
YES


EIF6
ENSG00000242372
29
196
1.70E−24
3.31E−23
0.12888889
YES


ELAC2
ENSG00000006744
7
101
4.33E−18
6.88E−17
0.06481481
YES


ELL
ENSG00000105656
92
1018
 7.44E−100
1.86E−97
0.08288288
YES


ELP2
ENSG00000134759
60
351
9.10E−36
2.71E−34
0.1459854
YES


ELP4
ENSG00000109911
71
461
2.52E−46
1.09E−44
0.13345865
YES


ELP5
ENSG00000170291
72
212
5.08E−14
6.98E−13
0.25352113
YES


ELP6
ENSG00000163832
195
925
3.61E−62
2.73E−60
0.17410714
YES


EMC3
ENSG00000125037
81
436
4.81E−40
1.65E−38
0.15667311
YES


EMC4
ENSG00000128463
7
106
5.34E−19
8.75E−18
0.0619469
YES


EMC7
ENSG00000134153
24
161
6.93E−21
1.21E−19
0.12972973
YES


ENO1
ENSG00000074800
152
468
4.47E−26
9.17E−25
0.24516129
YES


EPRS
ENSG00000136628
13
349
2.34E−54
1.29E−52
0.0359116
YES


ERAL1
ENSG00000132591
78
196
7.68E−11
9.25E−10
0.28467153
YES


ERCC2
ENSG00000104884
10
107
1.06E−17
1.66E−16
0.08547009
YES


ERCC3
ENSG00000163161
7
62
8.40E−11
1.01E−09
0.10144928
YES


ERCC4
ENSG00000175595
26
85
5.41E−08
5.85E−07
0.23423423
YES


ERH
ENSG00000100632
82
231
3.72E−14
5.14E−13
0.26198083
YES


ESF1
ENSG00000089048
48
561
7.68E−67
6.95E−65
0.07881773
YES


ETF1
ENSG00000120705
34
295
2.17E−37
6.76E−36
0.10334347
YES


EWSR1
ENSG00000182944
149
279
3.00E−08
3.28E−07
0.34813084
YES


EXOC1
ENSG00000090989
329
620
8.28E−14
1.12E−12
0.34668072
YES


EXOC2
ENSG00000112685
443
670
1.09E−07
1.16E−06
0.39802336
YES


EXOC4
ENSG00000131558
252
529
8.88E−16
1.31E−14
0.32266325
YES


EXOC5
ENSG00000070367
72
415
3.30E−40
1.14E−38
0.14784394
YES


EXOSC1
ENSG00000171311
112
169
0.00115422
0.00982381
0.39857651
YES


EXOSC10
ENSG00000171824
87
302
1.15E−21
2.08E−20
0.22365039
YES


EXOSC2
ENSG00000130713
8
286
8.54E−48
3.85E−46
0.02721088
YES


EXOSC3
ENSG00000107371
3
128
4.29E−25
8.53E−24
0.02290076
YES


EXOSC5
ENSG00000077348
20
478
3.16E−68
3.07E−66
0.04016064
YES


EXOSC7
ENSG00000075914
7
280
2.02E−47
8.91E−46
0.02439024
YES


EXOSC8
ENSG00000120699
86
595
1.58E−57
1.01E−55
0.12628488
YES


EXOSC9
ENSG00000123737
16
194
1.17E−29
2.69E−28
0.07619048
YES


EZH2
ENSG00000106462
129
480
2.19E−32
5.59E−31
0.21182266
YES


FAF2
ENSG00000113194
42
243
7.99E−27
1.69E−25
0.14736842
YES


FAM178A
ENSG00000119906
50
121
2.35E−07
2.46E−06
0.29239766
YES


FAM204A
ENSG00000165669
162
345
2.94E−12
3.76E−11
0.31952663
YES


FAM210A
ENSG00000177150
106
441
1.30E−33
3.47E−32
0.19378428
YES


FAM32A
ENSG00000105058
6
65
7.39E−12
9.30E−11
0.08450704
YES


FAM50A
ENSG00000071859
0
14
0.00012201
0.00111159
0
YES


FAM60A
ENSG00000139146
710
890
0.00063897
0.00555759
0.44375
YES


FAM96B
ENSG00000166595
8
60
5.77E−10
6.71E−09
0.11764706
YES


FAM98B
ENSG00000171262
34
198
6.07E−23
1.14E−21
0.14655172
YES


FANCB
ENSG00000181544
110
186
4.04E−05
0.00038004
0.37162162
YES


FANCC
ENSG00000158169
471
635
8.50E−05
0.00078213
0.42585895
YES


FANCD2
ENSG00000144554
259
487
7.80E−12
9.79E−11
0.34718499
YES


FANCL
ENSG00000115392
324
558
2.53E−10
2.98E−09
0.36734694
YES


FANCM
ENSG00000187790
125
338
1.26E−17
1.97E−16
0.2699784
YES


FARS2
ENSG00000145982
681
1124
1.48E−13
1.99E−12
0.37728532
YES


FARSA
ENSG00000179115
21
328
1.18E−47
5.25E−46
0.06017192
YES


FARSB
ENSG00000116120
19
278
2.74E−41
9.82E−40
0.06397306
YES


FAU
ENSG00000149806
16
139
1.50E−20
2.59E−19
0.10322581
YES


FBL
ENSG00000105202
9
208
2.62E−35
7.57E−34
0.04147465
YES


FBXO5
ENSG00000112029
16
460
9.17E−68
8.70E−66
0.03361345
YES


FCF1
ENSG00000119616
28
171
5.97E−21
1.05E−19
0.14070352
YES


FDPS
ENSG00000160752
288
565
2.75E−14
3.82E−13
0.33763189
YES


FDX1L
ENSG00000267673
10
77
3.00E−12
3.84E−11
0.11494253
YES


FDXR
ENSG00000161513
12
40
8.09E−05
0.0007463
0.23076923
YES


FEN1
ENSG00000168496
53
367
2.65E−40
9.18E−39
0.12619048
YES


FGFR1OP
ENSG00000213066
50
218
1.33E−20
2.30E−19
0.18656716
YES


FGFR1OP2
ENSG00000111790
705
903
0.00020706
0.00185931
0.43843284
YES


FH
ENSG00000091483
14
57
4.34E−07
4.48E−06
0.1971831
YES


FIP1L1
ENSG00000145216
17
367
5.88E−55
3.30E−53
0.04427083
YES


FIS1
ENSG00000214253
7
62
8.40E−11
1.01E−09
0.10144928
YES


FLII
ENSG00000177731
40
80
0.00027842
0.00248475
0.33333333
YES


FNBP4
ENSG00000109920
250
355
0.00019897
0.00178851
0.41322314
YES


FNTB
ENSG00000257365
46
1130
 3.62E−126
 1.75E−123
0.03911565
YES


FTSJ1
ENSG00000068438
175
255
0.00044163
0.00388179
0.40697674
YES


FTSJ3
ENSG00000108592
24
85
1.45E−08
1.61E−07
0.22018349
YES


FUBP1
ENSG00000162613
230
599
9.69E−25
1.91E−23
0.2774427
YES


FUS
ENSG00000089280
57
129
5.48E−07
5.63E−06
0.30645161
YES


FXN
ENSG00000165060
118
190
0.00013177
0.00119797
0.38311688
YES


G3BP2
ENSG00000138757
307
520
1.84E−09
2.10E−08
0.37122128
YES


GAB2
ENSG00000033327
183
14895
0
0
0.01213689
YES


GABPA
ENSG00000154727
125
1249
 1.79E−110
 5.68E−108
0.09097525
YES


GABPB1
ENSG00000104064
250
1088
1.44E−64
1.21E−62
0.18684604
YES


GADD45GIP1
ENSG00000179271
95
292
1.36E−18
2.19E−17
0.24547804
YES


GAPDH
ENSG00000111640
186
300
5.42E−06
5.36E−05
0.38271605
YES


GAR1
ENSG00000109534
134
275
7.71E−10
8.92E−09
0.32762836
YES


GARS
ENSG00000106105
41
614
7.62E−76
9.51E−74
0.06259542
YES


GART
ENSG00000159131
101
974
9.77E−93
1.92E−90
0.09395349
YES


GATC
ENSG00000257218
84
223
8.48E−13
1.10E−11
0.27361564
YES


GBF1
ENSG00000107862
42
332
1.55E−39
5.13E−38
0.11229947
YES


GEMIN2
ENSG00000092208
17
194
3.34E−29
7.62E−28
0.08056872
YES


GEMIN4
ENSG00000179409
78
491
9.43E−48
4.24E−46
0.1370826
YES


GEMIN5
ENSG00000082516
20
239
6.21E−35
1.76E−33
0.07722008
YES


GEMIN8
ENSG00000046647
217
345
3.11E−06
3.10E−05
0.386121
YES


GET4
ENSG00000239857
22
111
1.94E−13
2.60E−12
0.16541353
YES


GFER
ENSG00000127554
5
23
0.00043004
0.00378752
0.17857143
YES


GFM1
ENSG00000168827
38
141
5.25E−13
6.89E−12
0.2122905
YES


GGPS1
ENSG00000152904
86
328
3.86E−25
7.70E−24
0.20772947
YES


GINS1
ENSG00000101003
16
121
1.79E−17
2.77E−16
0.11678832
YES


GINS2
ENSG00000131153
3
98
1.10E−19
1.84E−18
0.02970297
YES


GINS3
ENSG00000181938
29
248
1.81E−32
4.65E−31
0.10469314
YES


GLE1
ENSG00000119392
10
215
6.43E−36
1.93E−34
0.04444444
YES


GLTSCR2
ENSG00000105373
10
208
8.39E−35
2.36E−33
0.04587156
YES


GMNN
ENSG00000112312
48
177
2.28E−15
3.30E−14
0.21333333
YES


GMPS
ENSG00000163655
19
313
2.04E−46
8.86E−45
0.05722892
YES


GNB1L
ENSG00000185838
26
76
1.22E−06
1.24E−05
0.25490196
YES


GNB2L1
ENSG00000204628
92
410
1.19E−33
3.20E−32
0.18326693
YES


GNL2
ENSG00000134697
10
119
7.75E−20
1.30E−18
0.07751938
YES


GNL3
ENSG00000163938
29
557
4.92E−74
5.54E−72
0.04948805
YES


GNL3L
ENSG00000130119
41
524
4.40E−65
3.73E−63
0.07256637
YES


GOLT1B
ENSG00000111711
19
182
2.27E−26
4.71E−25
0.09452736
YES


GON4L
ENSG00000116580
30
419
3.30E−56
1.98E−54
0.06681514
YES


GOSR2
ENSG00000108433
4
135
9.16E−26
1.85E−24
0.02877698
YES


GPATCH1
ENSG00000076650
110
209
4.44E−07
4.58E−06
0.34482759
YES


GPKOW
ENSG00000068394
12
85
7.74E−13
1.01E−11
0.12371134
YES


GPN1
ENSG00000198522
12
258
1.34E−41
4.87E−40
0.04444444
YES


GPN2
ENSG00000142751
18
77
3.77E−09
4.25E−08
0.18947368
YES


GPN3
ENSG00000111231
101
1962
 6.16E−172
 4.89E−169
0.04895783
YES


GRB2
ENSG00000177885
509
4605
 2.06E−219
 4.49E−216
0.0995307
YES


GRPEL1
ENSG00000109519
3
162
5.90E−31
1.43E−29
0.01818182
YES


GRWD1
ENSG00000105447
23
153
5.59E−20
9.44E−19
0.13068182
YES


GSPT1
ENSG00000103342
48
389
4.65E−45
1.92E−43
0.10983982
YES


GTF2A1
ENSG00000165417
82
594
1.05E−58
7.13E−57
0.12130178
YES


GTF2A2
ENSG00000140307
38
158
1.56E−15
2.27E−14
0.19387755
YES


GTF2B
ENSG00000137947
15
277
5.24E−43
2.01E−41
0.05136986
YES


GTF2E1
ENSG00000153767
130
543
3.98E−39
1.30E−37
0.19316493
YES


GTF2F1
ENSG00000125651
39
145
2.63E−13
3.48E−12
0.21195652
YES


GTF2F2
ENSG00000188342
49
590
6.57E−70
6.63E−68
0.07668232
YES


GTF2H1
ENSG00000110768
301
1130
6.05E−58
3.94E−56
0.21034242
YES


GTF2H3
ENSG00000111358
19
496
6.12E−71
6.44E−69
0.0368932
YES


GTF3A
ENSG00000122034
35
719
4.49E−90
8.08E−88
0.0464191
YES


GTF3C1
ENSG00000077235
9
82
1.27E−13
1.71E−12
0.0989011
YES


GTF3C3
ENSG00000119041
10
157
2.06E−26
4.29E−25
0.05988024
YES


GTF3C4
ENSG00000125484
19
227
1.59E−33
4.24E−32
0.07723577
YES


GTF3C5
ENSG00000148308
15
195
2.76E−30
6.53E−29
0.07142857
YES


GTF3C6
ENSG00000155115
102
597
7.93E−53
4.16E−51
0.14592275
YES


GTPBP10
ENSG00000105793
271
448
4.22E−08
4.58E−07
0.37691238
YES


GTPBP4
ENSG00000107937
11
382
7.22E−60
5.04E−58
0.02798982
YES


GTPBP5
ENSG00000101181
343
563
4.60E−09
5.18E−08
0.3785872
YES


GUK1
ENSG00000143774
72
125
0.00025729
0.00229971
0.36548223
YES


HARS
ENSG00000170445
3
68
5.17E−14
7.10E−13
0.04225352
YES


HARS2
ENSG00000112855
10
108
7.02E−18
1.11E−16
0.08474576
YES


HAUS1
ENSG00000152240
14
366
3.10E−56
1.87E−54
0.03684211
YES


HAUS2
ENSG00000137814
34
614
1.12E−78
1.53E−76
0.05246914
YES


HAUS3
ENSG00000214367
55
194
7.97E−16
1.17E−14
0.22088353
YES


HAUS4
ENSG00000092036
173
602
1.63E−35
4.77E−34
0.22322581
YES


HAUS5
ENSG00000249115
3
21
0.00015738
0.00142194
0.125
YES


HAUS6
ENSG00000147874
55
208
9.50E−18
1.49E−16
0.20912548
YES


HAUS7
ENSG00000213397
3
88
7.99E−18
1.26E−16
0.03296703
YES


HAUS8
ENSG00000131351
3
180
5.91E−34
1.61E−32
0.01639344
YES


HBS1L
ENSG00000112339
24
184
1.39E−24
2.72E−23
0.11538462
YES


HCFC1
ENSG00000172534
261
657
5.73E−25
1.14E−23
0.28431373
YES


HEATR1
ENSG00000119285
34
97
1.10E−07
1.17E−06
0.25954198
YES


HEATR3
ENSG00000155393
39
111
1.95E−08
2.14E−07
0.26
YES


HELQ
ENSG00000163312
135
291
3.49E−11
4.26E−10
0.31690141
YES


HINFP
ENSG00000172273
20
85
8.12E−10
9.39E−09
0.19047619
YES


HJURP
ENSG00000123485
3
32
8.23E−07
8.43E−06
0.08571429
YES


HMGCR
ENSG00000113161
48
135
1.40E−09
1.61E−08
0.26229508
YES


HMGCS1
ENSG00000112972
27
139
3.24E−16
4.82E−15
0.1626506
YES


HNRNPA1
ENSG00000135486
160
368
1.17E−14
1.65E−13
0.3030303
YES


HNRNPA2B1
ENSG00000122566
147
317
7.47E−12
9.39E−11
0.31681034
YES


HNRNPC
ENSG00000092199
30
694
2.21E−89
3.82E−87
0.04143646
YES


HNRNPF
ENSG00000169813
1071
1445
5.40E−07
5.55E−06
0.42567568
YES


HNRNPH1
ENSG00000169045
19
82
1.19E−09
1.36E−08
0.18811881
YES


HNRNPK
ENSG00000165119
56
245
1.40E−22
2.60E−21
0.18604651
YES


HNRNPL
ENSG00000104824
21
543
8.13E−76
1.01E−73
0.03723404
YES


HNRNPM
ENSG00000099783
120
381
2.34E−23
4.45E−22
0.23952096
YES


HNRNPU
ENSG00000153187
8
87
5.07E−15
7.25E−14
0.08421053
YES


HSCB
ENSG00000100209
6
28
0.00011212
0.00102255
0.17647059
YES


HSD17B10
ENSG00000072506
35
121
6.69E−11
8.09E−10
0.22435897
YES


HSD17B12
ENSG00000149084
126
1346
 2.04E−118
 7.93E−116
0.08559783
YES


HSPA14
ENSG00000187522
154
281
7.93E−08
8.49E−07
0.35402299
YES


HSPA5
ENSG00000044574
2
66
3.42E−14
4.74E−13
0.02941176
YES


HSPA8
ENSG00000109971
11
74
2.88E−11
3.53E−10
0.12941176
YES


HSPA9
ENSG00000113013
21
503
6.50E−71
6.80E−69
0.04007634
YES


HSPD1
ENSG00000144381
8
204
3.51E−35
1.01E−33
0.03773585
YES


HSPE1
ENSG00000115541
8
246
8.92E−42
3.26E−40
0.03149606
YES


HTATSF1
ENSG00000102241
11
60
1.04E−08
1.15E−07
0.15492958
YES


HUS1
ENSG00000136273
8
186
2.93E−32
7.45E−31
0.04123711
YES


IARS
ENSG00000196305
296
784
3.14E−30
7.41E−29
0.27407407
YES


IDI1
ENSG00000067064
100
951
8.07E−91
1.47E−88
0.09514748
YES


IGBP1
ENSG00000089289
38
113
5.87E−09
6.59E−08
0.25165563
YES


IK
ENSG00000113141
3
77
9.61E−16
1.41E−14
0.0375
YES


IKBKAP
ENSG00000070061
45
107
1.32E−06
1.34E−05
0.29605263
YES


ILF2
ENSG00000143621
15
182
3.57E−28
7.90E−27
0.07614213
YES


ILF3
ENSG00000129351
91
466
9.82E−41
3.44E−39
0.16337522
YES


IMMT
ENSG00000132305
8
724
 3.61E−102
 9.42E−100
0.01092896
YES


IMP4
ENSG00000136718
63
187
6.56E−13
8.58E−12
0.252
YES


IMPDH2
ENSG00000178035
19
123
1.39E−16
2.10E−15
0.13380282
YES


INCENP
ENSG00000149503
7
30
0.00011023
0.00100585
0.18918919
YES


INO80
ENSG00000128908
136
1130
1.04E−96
2.28E−94
0.10742496
YES


INO80C
ENSG00000153391
273
578
5.56E−17
8.50E−16
0.32079906
YES


INSIG1
ENSG00000186480
34
70
0.0003927
0.00347043
0.32692308
YES


INTS12
ENSG00000138785
55
202
6.37E−17
9.71E−16
0.21400778
YES


INTS2
ENSG00000108506
165
367
8.13E−14
1.10E−12
0.31015038
YES


INTS3
ENSG00000143624
187
271
0.00038836
0.00343602
0.40829694
YES


INTS4
ENSG00000149262
13
244
5.72E−39
1.86E−37
0.05058366
YES


INTS5
ENSG00000185085
24
95
3.75E−10
4.39E−09
0.20168067
YES


INTS7
ENSG00000143493
15
202
2.06E−31
5.09E−30
0.06912442
YES


IPO11
ENSG00000086200
135
1289
 5.86E−111
 1.93E−108
0.09480337
YES


IPO7
ENSG00000205339
20
343
3.12E−50
1.51E−48
0.05509642
YES


IPO9
ENSG00000198700
62
189
2.11E−13
2.82E−12
0.24701195
YES


IPPK
ENSG00000127080
108
194
5.20E−06
5.15E−05
0.35761589
YES


ISCA1
ENSG00000135070
80
171
1.03E−07
1.10E−06
0.3187251
YES


ISCU
ENSG00000136003
2
114
3.59E−23
6.76E−22
0.01724138
YES


ISG20L2
ENSG00000143319
44
348
5.35E−41
1.90E−39
0.1122449
YES


ISY1
ENSG00000240682
41
325
6.14E−39
1.99E−37
0.11202186
YES


IWS1
ENSG00000163166
293
399
0.00050639
0.00443317
0.4234104
YES


KANSL1
ENSG00000120071
370
1531
2.77E−76
3.55E−74
0.1946344
YES


KANSL2
ENSG00000139620
76
284
3.46E−22
6.35E−21
0.21111111
YES


KANSL3
ENSG00000114982
135
295
1.46E−11
1.81E−10
0.31395349
YES


KARS
ENSG00000065427
12
434
2.72E−66
2.40E−64
0.02690583
YES


KAT7
ENSG00000136504
41
133
5.07E−11
6.15E−10
0.23563218
YES


KAT8
ENSG00000103510
5
264
4.46E−46
1.89E−44
0.01858736
YES


KCMF1
ENSG00000176407
496
805
1.01E−10
1.20E−09
0.3812452
YES


KDM8
ENSG00000155666
204
366
7.16E−09
8.02E−08
0.35789474
YES


KIAA0391
ENSG00000100890
469
849
4.47E−15
6.41E−14
0.35584219
YES


KIAA0947
ENSG00000164151
6
134
1.66E−24
3.24E−23
0.04285714
YES


KIAA1731
ENSG00000166004
3004
3599
8.28E−05
0.00076314
0.45494472
YES


KIF11
ENSG00000138160
13
551
2.12E−80
2.97E−78
0.02304965
YES


KIF14
ENSG00000118193
22
64
7.15E−06
7.00E−05
0.25581395
YES


KIF18A
ENSG00000121621
36
785
9.88E−97
2.18E−94
0.04384896
YES


KIF4A
ENSG00000090889
124
348
6.82E−19
1.11E−17
0.26271186
YES


KIN
ENSG00000151657
42
199
2.32E−20
3.99E−19
0.17427386
YES


KPNA4
ENSG00000186432
137
201
0.00106716
0.00910503
0.40532544
YES


KPNB1
ENSG00000108424
56
612
7.54E−70
7.57E−68
0.08383234
YES


KRI1
ENSG00000129347
18
46
0.00035754
0.00317787
0.28125
YES


KRR1
ENSG00000111615
8
172
6.04E−30
1.41E−28
0.04444444
YES


LAGE3
ENSG00000196976
21
47
0.00117032
0.00995117
0.30882353
YES


LAMTOR1
ENSG00000149357
935
2162
1.95E−43
7.72E−42
0.30190507
YES


LAMTOR2
ENSG00000116586
131
305
3.69E−13
4.88E−12
0.30045872
YES


LAMTOR5
ENSG00000134248
83
207
3.79E−11
4.61E−10
0.2862069
YES


LARS
ENSG00000133706
35
506
2.76E−65
2.37E−63
0.06469501
YES


LARS2
ENSG00000011376
215
473
4.89E−16
7.25E−15
0.3125
YES


LAS1L
ENSG00000001497
8
81
6.57E−14
8.97E−13
0.08988764
YES


LDLR
ENSG00000130164
650
946
5.61E−08
6.06E−07
0.40726817
YES


LENG1
ENSG00000105617
27
140
2.24E−16
3.35E−15
0.16167665
YES


LENG8
ENSG00000167615
52
107
2.41E−05
0.00022948
0.32704403
YES


LENG9
ENSG00000182909
7
33
3.01E−05
0.0002854
0.175
YES


LEO1
ENSG00000166477
10
344
4.01E−55
2.28E−53
0.02824859
YES


LETM1
ENSG00000168924
48
358
6.95E−41
2.46E−39
0.1182266
YES


LIAS
ENSG00000121897
458
702
2.97E−08
3.25E−07
0.39482759
YES


LIG1
ENSG00000105486
73
238
4.61E−17
7.09E−16
0.23472669
YES


LIN52
ENSG00000205659
10
190
6.77E−32
1.70E−30
0.05
YES


LIN54
ENSG00000189308
130
885
3.30E−75
3.87E−73
0.12807882
YES


LIN9
ENSG00000183814
73
592
1.80E−61
1.33E−59
0.10977444
YES


LONP1
ENSG00000196365
62
384
1.82E−39
6.03E−38
0.13901345
YES


LRPPRC
ENSG00000138095
153
348
7.47E−14
1.02E−12
0.30538922
YES


LRR1
ENSG00000165501
69
595
3.37E−63
2.68E−61
0.10391566
YES


LRRFIP1
ENSG00000124831
972
1215
0.00023261
0.00208549
0.44444444
YES


LSG1
ENSG00000041802
8
115
4.13E−20
7.02E−19
0.06504065
YES


LSM10
ENSG00000181817
113
297
1.77E−15
2.57E−14
0.27560976
YES


LSM11
ENSG00000155858
2
71
3.66E−15
5.26E−14
0.02739726
YES


LSM2
ENSG00000204392
9
36
4.41E−05
0.00041405
0.2
YES


LSM3
ENSG00000170860
6
300
7.12E−51
3.52E−49
0.01960784
YES


LSM4
ENSG00000130520
75
531
1.42E−53
7.65E−52
0.12376238
YES


LSM5
ENSG00000106355
1
183
1.40E−35
4.13E−34
0.00543478
YES


LSM6
ENSG00000164167
5
60
2.16E−11
2.66E−10
0.07692308
YES


LTV1
ENSG00000135521
2
173
2.33E−33
6.17E−32
0.01142857
YES


LUC7L3
ENSG00000108848
19
424
1.04E−61
7.73E−60
0.04288939
YES


LYRM4
ENSG00000214113
30
362
1.68E−48
7.75E−47
0.07653061
YES


MAGOH
ENSG00000162385
6
64
1.15E−11
1.43E−10
0.08571429
YES


MALSU1
ENSG00000156928
60
127
3.07E−06
3.07E−05
0.32085561
YES


MAPK14
ENSG00000112062
794
1184
8.33E−10
9.62E−09
0.40141557
YES


MARCH5
ENSG00000198060
40
217
1.08E−23
2.07E−22
0.15564202
YES


MARS
ENSG00000166986
13
335
2.17E−52
1.13E−50
0.03735632
YES


MASTL
ENSG00000120539
11
348
3.44E−55
1.97E−53
0.03064067
YES


MAT2A
ENSG00000168906
7
172
1.82E−30
4.36E−29
0.03910615
YES


MATR3
ENSG00000015479
1468
2121
2.42E−11
2.97E−10
0.40902758
YES


MAU2
ENSG00000129933
21
121
1.81E−15
2.62E−14
0.14788732
YES


MAX
ENSG00000125952
44
702
1.25E−84
1.92E−82
0.05898123
YES


MBNL1
ENSG00000152601
1376
2114
1.64E−14
2.30E−13
0.39426934
YES


MCL1
ENSG00000143384
1
15
0.00029838
0.00266151
0.0625
YES


MCM10
ENSG00000065328
14
166
5.34E−26
1.09E−24
0.07777778
YES


MCM2
ENSG00000073111
277
785
2.82E−33
7.46E−32
0.26082863
YES


MCM3
ENSG00000112118
12
295
4.06E−47
1.78E−45
0.03908795
YES


MCM5
ENSG00000100297
33
310
6.00E−40
2.04E−38
0.09620991
YES


MCM6
ENSG00000076003
16
238
1.30E−36
3.98E−35
0.06299213
YES


MCM7
ENSG00000166508
15
156
7.25E−24
1.39E−22
0.0877193
YES


MCMBP
ENSG00000197771
27
169
5.20E−21
9.13E−20
0.1377551
YES


MCRS1
ENSG00000187778
30
266
9.40E−35
2.64E−33
0.10135135
YES


MCTS1
ENSG00000232119
165
419
1.00E−18
1.62E−17
0.28253425
YES


MDC1
ENSG00000137337
463
732
2.32E−09
2.64E−08
0.3874477
YES


MDN1
ENSG00000112159
54
658
7.07E−76
8.89E−74
0.0758427
YES


MED1
ENSG00000125686
56
239
9.48E−22
1.72E−20
0.18983051
YES


MED10
ENSG00000133398
2
84
1.21E−17
1.88E−16
0.02325581
YES


MED12
ENSG00000184634
17
232
3.24E−35
9.35E−34
0.06827309
YES


MED13
ENSG00000108510
247
336
0.0010646
0.00908759
0.42367067
YES


MED13L
ENSG00000123066
1173
2899
1.12E−56
6.80E−55
0.28806483
YES


MED14
ENSG00000180182
25
705
1.10E−92
2.12E−90
0.03424658
YES


MED15
ENSG00000099917
64
1642
 4.16E−161
 3.16E−158
0.03751465
YES


MED17
ENSG00000042429
29
114
1.35E−11
1.68E−10
0.2027972
YES


MED18
ENSG00000130772
122
660
4.42E−54
2.42E−52
0.15601023
YES


MED19
ENSG00000156603
3
29
3.43E−06
3.42E−05
0.09375
YES


MED20
ENSG00000124641
3
188
2.88E−35
8.33E−34
0.01570681
YES


MED21
ENSG00000152944
0
79
6.70E−18
1.06E−16
0
YES


MED22
ENSG00000148297
56
143
7.20E−09
8.06E−08
0.28140704
YES


MED23
ENSG00000112282
15
70
5.39E−09
6.05E−08
0.17647059
YES


MED26
ENSG00000105085
140
2612
 5.96E−201
 7.44E−198
0.05087209
YES


MED27
ENSG00000160563
14
207
1.10E−32
2.84E−31
0.06334842
YES


MED28
ENSG00000118579
10
305
1.45E−49
6.85E−48
0.03174603
YES


MED29
ENSG00000063322
10
63
1.15E−09
1.32E−08
0.1369863
YES


MED31
ENSG00000108590
4
132
3.07E−25
6.13E−24
0.02941176
YES


MED4
ENSG00000136146
6
120
4.92E−22
8.94E−21
0.04761905
YES


MED6
ENSG00000133997
4
81
5.96E−16
8.81E−15
0.04705882
YES


MED7
ENSG00000155868
31
84
1.43E−06
1.45E−05
0.26956522
YES


MED8
ENSG00000159479
1
65
1.37E−14
1.93E−13
0.01515152
YES


MED9
ENSG00000141026
3
134
3.78E−26
7.79E−25
0.02189781
YES


METAP1
ENSG00000164024
214
531
3.24E−21
5.72E−20
0.28724832
YES


METAP2
ENSG00000111142
29
282
1.59E−37
4.97E−36
0.09324759
YES


METTL1
ENSG00000037897
44
168
3.23E−15
4.66E−14
0.20754717
YES


METTL14
ENSG00000145388
7
61
1.30E−10
1.55E−09
0.10294118
YES


METTL16
ENSG00000127804
188
900
1.81E−61
1.33E−59
0.17279412
YES


METTL3
ENSG00000165819
36
320
3.58E−40
1.24E−38
0.1011236
YES


MFAP1
ENSG00000140259
8
302
3.88E−50
1.86E−48
0.02580645
YES


MFN2
ENSG00000116688
72
150
8.94E−07
9.15E−06
0.32432432
YES


MGEA5
ENSG00000198408
182
339
3.18E−09
3.59E−08
0.34932821
YES


MINOS1
ENSG00000173436
10
293
8.16E−48
3.69E−46
0.0330033
YES


MIPEP
ENSG00000027001
117
244
2.30E−09
2.61E−08
0.32409972
YES


MIS12
ENSG00000167842
1
103
9.17E−22
1.66E−20
0.00961538
YES


MIS18A
ENSG00000159055
5
161
1.10E−29
2.54E−28
0.03012048
YES


MIS18BP1
ENSG00000129534
417
1424
1.84E−60
1.31E−58
0.22650733
YES


MKI67IP
ENSG00000155438
11
222
1.59E−36
4.82E−35
0.0472103
YES


MMS19
ENSG00000155229
54
254
1.92E−24
3.75E−23
0.17532468
YES


MMS22L
ENSG00000146263
114
344
1.75E−20
3.01E−19
0.2489083
YES


MNAT1
ENSG00000020426
80
332
3.04E−27
6.49E−26
0.19417476
YES


MNF1
ENSG00000137288
234
342
8.66E−05
0.00079613
0.40625
YES


MOB4
ENSG00000115540
8
171
8.87E−30
2.05E−28
0.04469274
YES


MPDU1
ENSG00000129255
539
732
2.73E−05
0.00025994
0.42407553
YES


MPHOSPH10
ENSG00000124383
33
250
3.54E−31
8.62E−30
0.11660777
YES


MPHOSPH6
ENSG00000135698
26
134
9.10E−16
1.34E−14
0.1625
YES


MRPL10
ENSG00000159111
69
297
8.46E−26
1.72E−24
0.18852459
YES


MRPL11
ENSG00000174547
54
170
7.94E−13
1.04E−11
0.24107143
YES


MRPL12
ENSG00000262814
111
286
1.16E−14
1.64E−13
0.27959698
YES


MRPL16
ENSG00000166902
37
101
1.57E−07
1.65E−06
0.26811594
YES


MRPL17
ENSG00000158042
80
277
2.80E−20
4.80E−19
0.22408964
YES


MRPL18
ENSG00000112110
47
179
6.19E−16
9.12E−15
0.2079646
YES


MRPL19
ENSG00000115364
50
178
5.85E−15
8.36E−14
0.21929825
YES


MRPL2
ENSG00000112651
57
253
2.19E−23
4.15E−22
0.18387097
YES


MRPL20
ENSG00000242485
86
176
2.71E−07
2.83E−06
0.32824427
YES


MRPL21
ENSG00000197345
37
156
1.53E−15
2.23E−14
0.19170984
YES


MRPL22
ENSG00000082515
55
185
1.34E−14
1.89E−13
0.22916667
YES


MRPL23
ENSG00000214026
324
669
1.05E−17
1.64E−16
0.32628399
YES


MRPL24
ENSG00000143314
264
465
8.14E−10
9.40E−09
0.36213992
YES


MRPL27
ENSG00000108826
87
347
3.06E−27
6.52E−26
0.20046083
YES


MRPL3
ENSG00000114686
126
462
4.40E−31
1.06E−29
0.21428571
YES


MRPL32
ENSG00000106591
49
177
4.31E−15
6.18E−14
0.21681416
YES


MRPL33
ENSG00000243147
77
244
7.27E−17
1.10E−15
0.23987539
YES


MRPL34
ENSG00000130312
31
78
9.61E−06
9.37E−05
0.28440367
YES


MRPL35
ENSG00000132313
94
427
3.66E−35
1.05E−33
0.18042226
YES


MRPL37
ENSG00000116221
30
90
1.12E−07
1.19E−06
0.25
YES


MRPL38
ENSG00000204316
54
150
3.46E−10
4.05E−09
0.26470588
YES


MRPL39
ENSG00000154719
41
169
3.00E−16
4.46E−15
0.1952381
YES


MRPL4
ENSG00000105364
65
211
1.54E−15
2.25E−14
0.23550725
YES


MRPL40
ENSG00000185608
254
400
1.36E−06
1.38E−05
0.3883792
YES


MRPL42
ENSG00000198015
218
402
4.92E−10
5.72E−09
0.3516129
YES


MRPL44
ENSG00000135900
28
107
8.23E−11
9.89E−10
0.20740741
YES


MRPL45
ENSG00000174100
46
164
4.41E−14
6.07E−13
0.21904762
YES


MRPL47
ENSG00000136522
81
207
1.56E−11
1.93E−10
0.28125
YES


MRPL48
ENSG00000175581
738
1546
7.66E−30
1.78E−28
0.32311734
YES


MRPL49
ENSG00000149792
54
159
2.31E−11
2.83E−10
0.25352113
YES


MRPL50
ENSG00000136897
163
257
3.70E−05
0.00034887
0.38809524
YES


MRPL51
ENSG00000111639
51
120
4.89E−07
5.03E−06
0.29824561
YES


MRPL52
ENSG00000172590
63
242
3.64E−20
6.22E−19
0.20655738
YES


MRPL54
ENSG00000183617
105
274
1.77E−14
2.48E−13
0.27704485
YES


MRPL9
ENSG00000143436
30
119
4.60E−12
5.85E−11
0.20134228
YES


MRPS10
ENSG00000048544
72
302
1.33E−25
2.68E−24
0.19251337
YES


MRPS12
ENSG00000128626
111
182
0.00010587
0.0009681
0.37883959
YES


MRPS14
ENSG00000120333
27
137
6.76E−16
9.96E−15
0.16463415
YES


MRPS15
ENSG00000116898
30
99
5.22E−09
5.87E−08
0.23255814
YES


MRPS16
ENSG00000182180
136
201
0.0008911
0.0076552
0.40356083
YES


MRPS17
ENSG00000239789
41
108
1.43E−07
1.51E−06
0.27516779
YES


MRPS18A
ENSG00000096080
33
120
2.55E−11
3.12E−10
0.21568627
YES


MRPS18B
ENSG00000204568
326
825
3.88E−29
8.81E−28
0.28323197
YES


MRPS18C
ENSG00000163319
58
215
6.97E−18
1.10E−16
0.21245421
YES


MRPS23
ENSG00000181610
66
204
2.16E−14
3.02E−13
0.24444444
YES


MRPS24
ENSG00000062582
35
103
2.74E−08
3.00E−07
0.25362319
YES


MRPS25
ENSG00000131368
68
244
4.30E−19
7.05E−18
0.21794872
YES


MRPS27
ENSG00000113048
595
1509
5.34E−42
1.98E−40
0.28279468
YES


MRPS30
ENSG00000112996
108
331
2.74E−20
4.70E−19
0.24601367
YES


MRPS31
ENSG00000102738
44
171
1.19E−15
1.75E−14
0.20465116
YES


MRPS33
ENSG00000090263
70
229
1.22E−16
1.84E−15
0.23411371
YES


MRPS35
ENSG00000061794
92
246
7.38E−14
1.00E−12
0.27218935
YES


MRPS36
ENSG00000134056
35
214
5.18E−25
1.03E−23
0.14056225
YES


MRPS5
ENSG00000144029
70
159
4.31E−08
4.68E−07
0.30567686
YES


MRPS6
ENSG00000243927
93
350
4.69E−26
9.60E−25
0.20993228
YES


MRPS7
ENSG00000125445
56
159
6.68E−11
8.09E−10
0.26046512
YES


MRPS9
ENSG00000135972
43
150
6.55E−13
8.58E−12
0.22279793
YES


MRTO4
ENSG00000053372
60
320
1.32E−31
3.27E−30
0.15789474
YES


MSL1
ENSG00000188895
192
333
1.05E−07
1.11E−06
0.36571429
YES


MSL2
ENSG00000174579
224
436
6.34E−12
8.01E−11
0.33939394
YES


MTERFD2
ENSG00000122085
53
96
0.00049339
0.00432582
0.3557047
YES


MTG1
ENSG00000148824
219
397
1.45E−09
1.67E−08
0.35551948
YES


MTHFD1
ENSG00000100714
43
729
5.60E−88
9.31E−86
0.05569948
YES


MTOR
ENSG00000198793
13
140
4.50E−22
8.22E−21
0.08496732
YES


MTPAP
ENSG00000107951
168
864
6.67E−63
5.20E−61
0.1627907
YES


MVD
ENSG00000167508
8
82
4.28E−14
5.91E−13
0.08888889
YES


MYBBPIA
ENSG00000132382
44
255
7.19E−28
1.57E−26
0.14715719
YES


MYBL2
ENSG00000101057
19
74
2.53E−08
2.78E−07
0.20430108
YES


MZT1
ENSG00000204899
25
222
3.82E−30
8.98E−29
0.10121457
YES


N6AMT1
ENSG00000156239
103
782
9.57E−73
1.05E−70
0.11638418
YES


NAA10
ENSG00000102030
14
75
3.05E−10
3.58E−09
0.15730337
YES


NAA15
ENSG00000164134
145
806
4.16E−63
3.29E−61
0.15247108
YES


NAA20
ENSG00000173418
29
173
6.81E−21
1.19E−19
0.14356436
YES


NAA25
ENSG00000111300
148
689
2.74E−50
1.34E−48
0.17682198
YES


NAA30
ENSG00000139977
16
131
3.45E−19
5.69E−18
0.10884354
YES


NAA38
ENSG00000128534
1
110
4.89E−23
9.20E−22
0.00900901
YES


NAA50
ENSG00000121579
62
414
2.27E−43
8.97E−42
0.1302521
YES


NACA
ENSG00000196531
81
933
2.71E−95
5.57E−93
0.07988166
YES


NAE1
ENSG00000159593
12
364
6.39E−57
3.90E−55
0.03191489
YES


NAF1
ENSG00000145414
55
298
3.15E−30
7.42E−29
0.15580737
YES


NAPA
ENSG00000105402
5
89
6.47E−17
9.85E−16
0.05319149
YES


NAPG
ENSG00000134265
191
270
0.00082078
0.0070755
0.4143167
YES


NARFL
ENSG00000103245
3
35
1.99E−07
2.08E−06
0.07894737
YES


NARS
ENSG00000134440
44
478
3.69E−58
2.43E−56
0.08429119
YES


NARS2
ENSG00000137513
453
1150
6.48E−36
1.94E−34
0.28259513
YES


NAT10
ENSG00000135372
56
490
3.79E−55
2.17E−53
0.1025641
YES


NBAS
ENSG00000151779
5048
11102
5.42E−77
7.01E−75
0.31256966
YES


NCAPD2
ENSG00000010292
39
230
5.73E−26
1.17E−24
0.14498141
YES


NCAPG
ENSG00000109805
22
380
1.88E−54
1.04E−52
0.05472637
YES


NCAPH
ENSG00000121152
33
604
6.32E−78
8.55E−76
0.05180534
YES


NCBP1
ENSG00000136937
13
314
2.16E−49
1.02E−47
0.03975535
YES


NCBP2
ENSG00000114503
4
257
1.49E−45
6.25E−44
0.01532567
YES


NCL
ENSG00000115053
5
212
4.86E−38
1.55E−36
0.02304147
YES


NCOA1
ENSG00000084676
264
384
5.27E−05
0.00049215
0.40740741
YES


NCOA2
ENSG00000140396
2092
2489
0.00043411
0.00381949
0.45666885
YES


NDC80
ENSG00000080986
7
674
3.13E−97
7.20E−95
0.010279
YES


NDUFA9
ENSG00000139180
108
182
5.13E−05
0.00048019
0.37241379
YES


NDUFAB1
ENSG00000004779
10
125
6.79E−21
1.19E−19
0.07407407
YES


NDUFB4
ENSG00000065518
197
284
0.00036384
0.0032305
0.40956341
YES


NDUFV2
ENSG00000178127
1367
1814
4.35E−07
4.48E−06
0.42973908
YES


NEDD1
ENSG00000139350
25
124
1.67E−14
2.34E−13
0.16778523
YES


NEDD8
ENSG00000129559
12
123
1.35E−19
2.26E−18
0.08888889
YES


NELFA
ENSG00000185049
98
312
2.75E−20
4.72E−19
0.23902439
YES


NELFB
ENSG00000188986
14
64
2.64E−08
2.89E−07
0.17948718
YES


NELFE
ENSG00000204356
26
65
4.63E−05
0.00043445
0.28571429
YES


NFAT5
ENSG00000102908
990
1322
2.14E−06
2.14E−05
0.42820069
YES


NFS1
ENSG00000244005
14
244
1.74E−38
5.58E−37
0.05426357
YES


NFYA
ENSG00000001167
220
1222
8.05E−83
1.22E−80
0.15256588
YES


NFYB
ENSG00000120837
17
225
4.00E−34
1.10E−32
0.07024793
YES


NFYC
ENSG00000066136
171
3926
 1.46E−257
 5.11E−254
0.04173786
YES


NGDN
ENSG00000129460
1
84
3.10E−18
4.94E−17
0.01176471
YES


NGRN
ENSG00000182768
108
248
3.65E−11
4.45E−10
0.30337079
YES


NHLRC2
ENSG00000196865
157
759
3.17E−55
1.83E−53
0.17139738
YES


NHP2
ENSG00000145912
19
151
2.80E−21
4.97E−20
0.11176471
YES


NHP2L1
ENSG00000100138
20
774
 3.53E−102
 9.34E−100
0.02518892
YES


NIP7
ENSG00000132603
11
277
5.96E−45
2.44E−43
0.03819444
YES


NIPBL
ENSG00000164190
144
1265
 2.62E−106
 7.63E−104
0.10220014
YES


NKAP
ENSG00000101882
15
96
1.51E−13
2.03E−12
0.13513514
YES


NLE1
ENSG00000073536
6
170
1.17E−30
2.80E−29
0.03409091
YES


NMD3
ENSG00000169251
89
209
2.83E−10
3.32E−09
0.29865772
YES


NMNAT1
ENSG00000173614
209
667
1.18E−34
3.31E−33
0.23858447
YES


NOB1
ENSG00000141101
36
402
1.86E−51
9.37E−50
0.08219178
YES


NOC3L
ENSG00000173145
10
169
1.98E−28
4.42E−27
0.05586592
YES


NOC4L
ENSG00000184967
0
23
1.28E−06
1.30E−05
0
YES


NOL10
ENSG00000115761
37
199
4.91E−22
8.94E−21
0.15677966
YES


NOL11
ENSG00000130935
7
269
8.81E−46
3.73E−44
0.02536232
YES


NOL12
ENSG00000256872
19
442
4.58E−64
3.78E−62
0.04121475
YES


NOL6
ENSG00000165271
16
231
1.59E−35
4.67E−34
0.06477733
YES


NOL7
ENSG00000225921
6
41
3.35E−07
3.48E−06
0.12765957
YES


NOL8
ENSG00000198000
105
707
3.97E−64
3.29E−62
0.12931034
YES


NOL9
ENSG00000162408
12
95
1.23E−14
1.74E−13
0.11214953
YES


NOLC1
ENSG00000166197
127
598
5.91E−46
2.50E−44
0.17517241
YES


NOM1
ENSG00000146909
0
27
1.77E−07
1.86E−06
0
YES


NONO
ENSG00000147140
244
402
1.56E−07
1.65E−06
0.37770898
YES


NOP10
ENSG00000182117
15
237
6.29E−37
1.93E−35
0.05952381
YES


NOP14
ENSG00000087269
23
441
3.90E−62
2.93E−60
0.04956897
YES


NOP16
ENSG00000048162
12
381
3.02E−59
2.09E−57
0.03053435
YES


NOP2
ENSG00000111641
68
224
1.73E−16
2.60E−15
0.23287671
YES


NOP56
ENSG00000101361
55
172
7.55E−13
9.86E−12
0.24229075
YES


NOP58
ENSG00000055044
51
563
6.16E−66
5.35E−64
0.08306189
YES


NOP9
ENSG00000196943
9
48
2.74E−07
2.86E−06
0.15789474
YES


NPAT
ENSG00000149308
18
630
2.38E−87
3.89E−85
0.02777778
YES


NPLOC4
ENSG00000182446
20
151
7.33E−21
1.28E−19
0.11695906
YES


NPM1
ENSG00000181163
21
166
6.52E−23
1.22E−21
0.11229947
YES


NRDE2
ENSG00000119720
6
343
5.37E−57
3.30E−55
0.01719198
YES


NRF1
ENSG00000106459
24
459
5.07E−64
4.14E−62
0.04968944
YES


NSA2
ENSG00000164346
3
129
2.86E−25
5.71E−24
0.02272727
YES


NSF
ENSG00000073969
5
110
8.99E−21
1.57E−19
0.04347826
YES


NSL1
ENSG00000117697
13
555
7.08E−81
1.00E−78
0.02288732
YES


NSMCE1
ENSG00000169189
1256
6953
 8.48E−203
 1.14E−199
0.1530028
YES


NSMCE4A
ENSG00000107672
0
47
1.25E−11
1.55E−10
0
YES


NSRP1
ENSG00000126653
105
770
7.29E−71
7.54E−69
0.12
YES


NSUN4
ENSG00000117481
196
278
0.00065617
0.00569864
0.41350211
YES


NUBP1
ENSG00000103274
5
151
5.52E−28
1.21E−26
0.03205128
YES


NUBP2
ENSG00000095906
3
51
1.14E−10
1.36E−09
0.05555556
YES


NUDC
ENSG00000090273
21
334
1.65E−48
7.65E−47
0.05915493
YES


NUDCD3
ENSG00000015676
40
362
1.89E−44
7.70E−43
0.09950249
YES


NUDT21
ENSG00000167005
20
218
1.14E−31
2.83E−30
0.08403361
YES


NUF2
ENSG00000143228
8
109
4.91E−19
8.05E−18
0.06837607
YES


NUFIP1
ENSG00000083635
59
273
1.57E−25
3.17E−24
0.17771084
YES


NUP107
ENSG00000111581
17
215
1.49E−32
3.85E−31
0.07327586
YES


NUP133
ENSG00000069248
11
131
1.84E−21
3.29E−20
0.07746479
YES


NUP153
ENSG00000124789
48
1146
 7.48E−127
 3.84E−124
0.04020101
YES


NUP155
ENSG00000113569
16
379
4.54E−57
2.80E−55
0.04050633
YES


NUP160
ENSG00000030066
17
340
3.41E−51
1.69E−49
0.04761905
YES


NUP188
ENSG00000095319
147
253
2.10E−06
2.11E−05
0.3675
YES


NUP205
ENSG00000155561
14
275
3.46E−43
1.35E−41
0.04844291
YES


NUP214
ENSG00000126883
94
493
4.29E−43
1.65E−41
0.16013629
YES


NUP43
ENSG00000120253
338
1531
2.71E−82
4.02E−80
0.18084537
YES


NUP50
ENSG00000093000
55
191
2.05E−15
2.96E−14
0.22357724
YES


NUP54
ENSG00000138750
6
203
4.56E−36
1.37E−34
0.02870813
YES


NUP85
ENSG00000125450
36
348
4.25E−44
1.71E−42
0.09375
YES


NUP88
ENSG00000108559
9
307
2.34E−50
1.15E−48
0.02848101
YES


NUP93
ENSG00000102900
17
297
5.11E−45
2.10E−43
0.05414013
YES


NUP98
ENSG00000110713
26
415
2.14E−57
1.36E−55
0.05895692
YES


NUPL1
ENSG00000139496
20
295
2.42E−43
9.53E−42
0.06349206
YES


NUPL2
ENSG00000136243
259
381
3.55E−05
0.00033527
0.4046875
YES


NUS1
ENSG00000153989
5
88
9.94E−17
1.51E−15
0.05376344
YES


NUSAP1
ENSG00000137804
688
952
1.70E−06
1.72E−05
0.4195122
YES


NUTF2
ENSG00000102898
9
185
1.39E−31
3.45E−30
0.04639175
YES


NVL
ENSG00000143748
31
466
6.67E−62
5.00E−60
0.06237425
YES


OGDH
ENSG00000105953
26
934
 9.74E−116
 3.62E−113
0.02708333
YES


OGT
ENSG00000147162
261
1146
3.28E−67
3.03E−65
0.18550107
YES


OIP5
ENSG00000104147
24
297
7.47E−42
2.76E−40
0.07476636
YES


OPA1
ENSG00000198836
125
268
1.76E−10
2.08E−09
0.31806616
YES


ORAOV1
ENSG00000149716
3
51
1.14E−10
1.36E−09
0.05555556
YES


ORC1
ENSG00000085840
62
387
7.37E−40
2.49E−38
0.13808463
YES


ORC2
ENSG00000115942
48
221
1.20E−21
2.16E−20
0.17843866
YES


ORC3
ENSG00000135336
5
280
1.83E−48
8.41E−47
0.01754386
YES


ORC4
ENSG00000115947
187
296
1.21E−05
0.00011711
0.38716356
YES


ORC5
ENSG00000164815
5
230
7.13E−41
2.52E−39
0.0212766
YES


ORC6
ENSG00000091651
5
221
1.83E−39
6.06E−38
0.02212389
YES


OSBP
ENSG00000110048
10
80
8.44E−13
1.10E−11
0.11111111
YES


OSGEP
ENSG00000092094
82
290
2.06E−21
3.67E−20
0.22043011
YES


OXA1L
ENSG00000155463
20
152
5.01E−21
8.81E−20
0.11627907
YES


PA2G4
ENSG00000170515
419
637
1.29E−07
1.36E−06
0.3967803
YES


PABPC1
ENSG00000070756
184
267
0.00040105
0.00354114
0.40798226
YES


PABPN1
ENSG00000100836
4
72
3.10E−14
4.30E−13
0.05263158
YES


PAF1
ENSG00000006712
6
63
1.79E−11
2.21E−10
0.08695652
YES


PAFAH1B1
ENSG00000007168
114
1836
 1.89E−159
 1.38E−156
0.05846154
YES


PAICS
ENSG00000128050
38
956
 4.10E−113
 1.43E−110
0.03822938
YES


PAK1IP1
ENSG00000111845
21
290
3.71E−42
1.38E−40
0.06752412
YES


PALB2
ENSG00000083093
49
761
4.12E−89
6.99E−87
0.06049383
YES


PAM16
ENSG00000217930
10
151
2.15E−25
4.32E−24
0.0621118
YES


PAPOLG
ENSG00000115421
102
388
2.31E−28
5.15E−27
0.20816327
YES


PARN
ENSG00000140694
717
895
0.00076517
0.00661243
0.44478908
YES


PARS2
ENSG00000162396
58
135
1.66E−07
1.75E−06
0.30051813
YES


PAXBP1
ENSG00000159086
2
197
2.76E−37
8.54E−36
0.01005025
YES


PCBP2
ENSG00000197111
69
169
2.00E−09
2.28E−08
0.28991597
YES


PCF11
ENSG00000165494
19
247
1.30E−36
3.98E−35
0.07142857
YES


PCID2
ENSG00000126226
6
238
1.39E−41
5.03E−40
0.02459016
YES


PCNA
ENSG00000132646
553
826
3.27E−08
3.57E−07
0.40101523
YES


PCNP
ENSG00000081154
278
416
9.71E−06
9.46E−05
0.40057637
YES


PCNT
ENSG00000160299
208
653
1.61E−33
4.28E−32
0.24157956
YES


PCYT1A
ENSG00000161217
214
830
5.16E−49
2.42E−47
0.20498084
YES


PDAP1
ENSG00000106244
226
438
7.56E−12
9.50E−11
0.34036145
YES


PDCD11
ENSG00000148843
52
353
9.05E−39
2.93E−37
0.12839506
YES


PDCD2
ENSG00000071994
24
142
8.48E−18
1.33E−16
0.14457831
YES


PDCL
ENSG00000136940
54
115
6.59E−06
6.48E−05
0.31952663
YES


PDPK1
ENSG00000140992
155
296
6.19E−09
6.94E−08
0.34368071
YES


PDRG1
ENSG00000088356
2
69
8.93E−15
1.27E−13
0.02816901
YES


PDS5A
ENSG00000121892
272
716
2.97E−28
6.58E−27
0.27530364
YES


PDSS1
ENSG00000148459
144
584
3.63E−40
1.25E−38
0.1978022
YES


PDSS2
ENSG00000164494
269
746
2.94E−31
7.21E−30
0.26502463
YES


PES1
ENSG00000100029
4
315
4.44E−54
2.42E−52
0.01253918
YES


PET112
ENSG00000059691
50
115
1.27E−06
1.29E−05
0.3030303
YES


PET117
ENSG00000232838
80
313
7.88E−25
1.55E−23
0.20356234
YES


PFAS
ENSG00000178921
318
931
9.61E−39
3.11E−37
0.25460368
YES


PFDN1
ENSG00000113068
407
610
4.39E−07
4.52E−06
0.40019666
YES


PFDN2
ENSG00000143256
16
539
1.40E−77
1.85E−75
0.02882883
YES


PFDN5
ENSG00000123349
122
199
6.99E−05
0.00064734
0.38006231
YES


PFDNG
ENSG00000204220
13
65
7.59E−09
8.48E−08
0.16666667
YES


PGAM1
ENSG00000171314
177
496
3.88E−24
7.51E−23
0.26300149
YES


PGD
ENSG00000142657
55
1209
 7.88E−130
 4.17E−127
0.04351266
YES


PGGT1B
ENSG00000164219
32
352
2.79E−46
1.20E−44
0.08333333
YES


PGK1
ENSG00000102144
287
1067
2.29E−55
1.33E−53
0.21196455
YES


PGM3
ENSG00000013375
21
63
5.56E−06
5.49E−05
0.25
YES


PGS1
ENSG00000087157
309
1554
8.11E−90
1.43E−87
0.16586151
YES


PHB
ENSG00000167085
2
140
9.19E−28
2.00E−26
0.01408451
YES


PHF23
ENSG00000040633
445
604
8.02E−05
0.00074077
0.42421354
YES


PHF5A
ENSG00000100410
3
68
5.17E−14
7.10E−13
0.04225352
YES


PIK3C3
ENSG00000078142
93
527
2.04E−47
8.96E−46
0.15
YES


PIK3R4
ENSG00000196455
100
206
3.48E−08
3.79E−07
0.32679739
YES


PLK1
ENSG00000166851
4
61
4.18E−12
5.31E−11
0.06153846
YES


PLK4
ENSG00000142731
15
80
9.68E−11
1.15E−09
0.15789474
YES


PLRG1
ENSG00000171566
1
29
2.78E−07
2.90E−06
0.03333333
YES


PMF1
ENSG00000160783
20
230
1.53E−33
4.07E−32
0.08
YES


PMM2
ENSG00000140650
86
378
2.28E−31
5.59E−30
0.18534483
YES


PMPCA
ENSG00000165688
7
133
8.33E−24
1.59E−22
0.05
YES


PMPCB
ENSG00000105819
0
70
3.55E−16
5.28E−15
0
YES


PMVK
ENSG00000163344
133
459
3.80E−29
8.65E−28
0.22466216
YES


PNISR
ENSG00000132424
27
291
1.10E−39
3.70E−38
0.08490566
YES


PNN
ENSG00000100941
15
323
1.01E−49
4.80E−48
0.0443787
YES


PNO1
ENSG00000115946
4
276
2.12E−48
9.70E−47
0.01428571
YES


PNPT1
ENSG00000138035
12
165
8.83E−27
1.86E−25
0.06779661
YES


POLA1
ENSG00000101868
24
669
3.90E−89
6.68E−87
0.03463203
YES


POLA2
ENSG00000014138
105
290
2.94E−16
4.38E−15
0.26582278
YES


POLD1
ENSG00000062822
63
231
1.08E−18
1.75E−17
0.21428571
YES


POLD2
ENSG00000106628
96
366
3.08E−27
6.56E−26
0.20779221
YES


POLD3
ENSG00000077514
10
259
9.61E−43
3.66E−41
0.03717472
YES


POLE
ENSG00000177084
13
100
4.33E−15
6.20E−14
0.11504425
YES


POLE2
ENSG00000100479
24
585
1.64E−79
2.28E−77
0.03940887
YES


POLG2
ENSG00000256525
143
261
1.77E−07
1.86E−06
0.3539604
YES


POLR1A
ENSG00000068654
50
845
1.62E−97
3.76E−95
0.05586592
YES


POLR1B
ENSG00000125630
21
517
1.21E−72
1.31E−70
0.03903346
YES


POLR1C
ENSG00000171453
5
360
7.30E−60
5.08E−58
0.01369863
YES


POLR1E
ENSG00000137054
41
219
1.21E−23
2.30E−22
0.15769231
YES


POLR2A
ENSG00000181222
5
363
2.83E−60
2.00E−58
0.01358696
YES


POLR2B
ENSG00000047315
15
358
1.18E−54
6.61E−53
0.04021448
YES


POLR2C
ENSG00000102978
17
93
3.06E−12
3.91E−11
0.15454545
YES


POLR2D
ENSG00000144231
7
168
8.50E−30
1.97E−28
0.04
YES


POLR2E
ENSG00000099817
2
88
2.14E−18
3.42E−17
0.02222222
YES


POLR2F
ENSG00000100142
28
186
2.57E−23
4.86E−22
0.13084112
YES


POLR2I
ENSG00000105258
1
13
0.00083217
0.00716888
0.07142857
YES


POLR2L
ENSG00000177700
1
39
2.26E−09
2.57E−08
0.025
YES


POLR3A
ENSG00000148606
17
171
1.86E−25
3.74E−24
0.09042553
YES


POLR3B
ENSG00000013503
12
236
3.21E−38
1.03E−36
0.0483871
YES


POLR3C
ENSG00000186141
32
214
3.97E−26
8.17E−25
0.1300813
YES


POLR3E
ENSG00000058600
16
229
3.26E−35
9.38E−34
0.06530612
YES


POLR3F
ENSG00000132664
10
84
1.56E−13
2.09E−12
0.10638298
YES


POLR3H
ENSG00000100413
45
100
9.45E−06
9.22E−05
0.31034483
YES


POLR3K
ENSG00000161980
48
303
2.69E−33
7.12E−32
0.13675214
YES


POMP
ENSG00000132963
0
153
3.67E−31
8.93E−30
0
YES


POP4
ENSG00000105171
147
235
4.30E−05
0.00040439
0.38481675
YES


POP7
ENSG00000172336
75
147
5.20E−06
5.15E−05
0.33783784
YES


PPA1
ENSG00000180817
14
198
3.06E−31
7.49E−30
0.06603774
YES


PPA2
ENSG00000138777
243
454
3.68E−11
4.48E−10
0.34863702
YES


PPAN
ENSG00000130810
36
612
1.26E−77
1.68E−75
0.05555556
YES


PPAT
ENSG00000128059
47
856
 8.92E−100
2.19E−97
0.05204873
YES


PPIE
ENSG00000084072
7
159
2.79E−28
6.20E−27
0.04216867
YES


PPIL1
ENSG00000137168
431
555
0.00108831
0.00927642
0.43711968
YES


PPIL2
ENSG00000100023
37
321
6.41E−40
2.17E−38
0.10335196
YES


PPIL4
ENSG00000131013
34
213
3.15E−25
6.30E−24
0.13765182
YES


PPME1
ENSG00000214517
163
343
6.09E−12
7.70E−11
0.32213439
YES


PPP1CB
ENSG00000213639
93
335
3.14E−24
6.11E−23
0.21728972
YES


PPP1R10
ENSG00000204569
54
393
2.07E−43
8.20E−42
0.12080537
YES


PPP1R11
ENSG00000204619
2
52
1.99E−11
2.45E−10
0.03703704
YES


PPP1R15B
ENSG00000158615
25
69
7.32E−06
7.16E−05
0.26595745
YES


PPP1R2
ENSG00000184203
58
150
2.52E−09
2.85E−08
0.27884615
YES


PPP1R7
ENSG00000115685
44
166
6.28E−15
8.95E−14
0.20952381
YES


PPP1R8
ENSG00000117751
13
417
1.38E−63
1.11E−61
0.03023256
YES


PPP2CA
ENSG00000113575
22
315
2.40E−45
9.96E−44
0.0652819
YES


PPP2R1A
ENSG00000105568
2
209
3.31E−39
1.08E−37
0.00947867
YES


PPP2R2A
ENSG00000221914
644
857
3.43E−05
0.00032474
0.4290473
YES


PPP2R3C
ENSG00000092020
148
631
3.38E−44
1.37E−42
0.18998716
YES


PPP2R4
ENSG00000119383
1462
2102
4.65E−11
5.65E−10
0.41021324
YES


PPP4C
ENSG00000149923
33
133
2.71E−13
3.59E−12
0.19879518
YES


PPP6C
ENSG00000119414
61
196
1.48E−14
2.07E−13
0.23735409
YES


PPRC1
ENSG00000148840
329
843
4.10E−30
9.61E−29
0.28071672
YES


PPWD1
ENSG00000113593
6
149
4.19E−27
8.88E−26
0.03870968
YES


PRC1
ENSG00000198901
18
465
1.75E−67
1.64E−65
0.03726708
YES


PRCC
ENSG00000143294
72
446
4.03E−44
1.63E−42
0.13899614
YES


PRDM10
ENSG00000170325
393
1576
1.92E−75
2.28E−73
0.1995937
YES


PREB
ENSG00000138073
11
67
5.47E−10
6.36E−09
0.14102564
YES


PRELID1
ENSG00000169230
28
168
1.78E−20
3.07E−19
0.14285714
YES


PRIM1
ENSG00000198056
14
506
1.80E−74
2.05E−72
0.02692308
YES


PRKRIR
ENSG00000137492
148
247
7.45E−06
7.28E−05
0.37468354
YES


PRMT1
ENSG00000126457
11
190
2.13E−31
5.24E−30
0.05472637
YES


PRMT5
ENSG00000100462
46
221
2.78E−22
5.13E−21
0.17228464
YES


PRPF18
ENSG00000165630
4
70
7.51E−14
1.02E−12
0.05405405
YES


PRPF19
ENSG00000110107
4
177
6.61E−33
1.72E−31
0.02209945
YES


PRPF3
ENSG00000117360
18
234
4.58E−35
1.31E−33
0.07142857
YES


PRPF31
ENSG00000105618
2
31
3.93E−07
4.07E−06
0.06060606
YES


PRPF38A
ENSG00000134748
9
188
4.49E−32
1.13E−30
0.04568528
YES


PRPF38B
ENSG00000134186
33
681
1.05E−86
1.70E−84
0.04621849
YES


PRPF39
ENSG00000185246
241
494
2.14E−14
2.99E−13
0.32789116
YES


PRPF4
ENSG00000136875
2
115
2.37E−23
4.49E−22
0.01709402
YES


PRPF40A
ENSG00000196504
55
427
1.69E−47
7.49E−46
0.11410788
YES


PRPF4B
ENSG00000112739
38
230
2.52E−26
5.21E−25
0.14179104
YES


PRPF6
ENSG00000101161
9
50
1.16E−07
1.24E−06
0.15254237
YES


PRPF8
ENSG00000174231
19
210
7.43E−31
1.79E−29
0.08296943
YES


PSMA1
ENSG00000129084
29
438
3.93E−59
2.70E−57
0.0620985
YES


PSMA2
ENSG00000106588
1
222
8.09E−42
2.97E−40
0.0044843
YES


PSMA3
ENSG00000100567
14
470
5.72E−70
5.81E−68
0.02892562
YES


PSMA5
ENSG00000143106
4
167
3.06E−31
7.49E−30
0.02339181
YES


PSMA7
ENSG00000101182
1
98
7.59E−21
1.32E−19
0.01010101
YES


PSMB1
ENSG00000008018
1
100
3.25E−21
5.74E−20
0.00990099
YES


PSMB2
ENSG00000126067
98
1279
 2.24E−121
 9.09E−119
0.07116921
YES


PSMB3
ENSG00000108294
7
68
6.05E−12
7.66E−11
0.09333333
YES


PSMB4
ENSG00000159377
1
46
8.32E−11
9.98E−10
0.0212766
YES


PSMB5
ENSG00000100804
109
291
1.38E−15
2.02E−14
0.2725
YES


PSMB6
ENSG00000142507
1
100
3.25E−21
5.74E−20
0.00990099
YES


PSMB7
ENSG00000136930
5
143
1.31E−26
2.75E−25
0.03378378
YES


PSMC1
ENSG00000100764
5
87
1.53E−16
2.30E−15
0.05434783
YES


PSMC3
ENSG00000165916
13
177
2.71E−28
6.02E−27
0.06842105
YES


PSMC4
ENSG00000013275
2
50
5.01E−11
6.08E−10
0.03846154
YES


PSMC5
ENSG00000087191
2
182
7.60E−35
2.15E−33
0.01086957
YES


PSMC6
ENSG00000100519
7
236
9.46E−41
3.33E−39
0.02880658
YES


PSMD1
ENSG00000173692
19
420
3.49E−61
2.53E−59
0.04328018
YES


PSMD11
ENSG00000108671
5
239
2.87E−42
1.07E−40
0.0204918
YES


PSMD12
ENSG00000197170
10
360
2.39E−57
1.51E−55
0.02702703
YES


PSMD13
ENSG00000185627
6
99
3.07E−18
4.91E−17
0.05714286
YES


PSMD14
ENSG00000115233
55
481
2.19E−54
1.21E−52
0.10261194
YES


PSMD2
ENSG00000175166
43
96
1.23E−05
0.00011876
0.30935252
YES


PSMD3
ENSG00000108344
1
46
8.32E−11
9.98E−10
0.0212766
YES


PSMD4
ENSG00000159352
29
150
2.91E−17
4.49E−16
0.16201117
YES


PSMD6
ENSG00000163636
3
56
1.16E−11
1.44E−10
0.05084746
YES


PSMD7
ENSG00000103035
5
65
2.32E−12
2.98E−11
0.07142857
YES


PSMD8
ENSG00000099341
5
137
1.45E−25
2.91E−24
0.03521127
YES


PSMF1
ENSG00000125818
206
294
0.00042194
0.00371806
0.412
YES


PSMG1
ENSG00000183527
44
257
3.70E−28
8.16E−27
0.1461794
YES


PSMG2
ENSG00000128789
51
551
1.71E−64
1.43E−62
0.08471761
YES


PSMG4
ENSG00000180822
2
122
1.33E−24
2.60E−23
0.01612903
YES


PSTK
ENSG00000179988
48
224
4.45E−22
8.13E−21
0.17647059
YES


PTAR1
ENSG00000188647
109
285
6.30E−15
8.97E−14
0.27664975
YES


PTCD3
ENSG00000132300
137
419
6.10E−24
1.17E−22
0.24640288
YES


PTMA
ENSG00000187514
42
115
2.78E−08
3.04E−07
0.26751592
YES


PTP4A1
ENSG00000112245
193
303
1.38E−05
0.00013297
0.3891129
YES


PTPMT1
ENSG00000110536
88
322
6.95E−24
1.33E−22
0.21463415
YES


PTTG1
ENSG00000164611
10
99
2.91E−16
4.35E−15
0.09174312
YES


PUM1
ENSG00000134644
728
982
7.05E−06
6.91E−05
0.42573099
YES


PWP1
ENSG00000136045
7
120
1.64E−21
2.94E−20
0.05511811
YES


PWP2
ENSG00000241945
8
97
7.37E−17
1.12E−15
0.07619048
YES


PYROXD1
ENSG00000121350
107
593
6.54E−51
3.24E−49
0.15285714
YES


QARS
ENSG00000172053
53
197
8.82E−17
1.34E−15
0.212
YES


QRSL1
ENSG00000130348
68
310
8.31E−28
1.81E−26
0.17989418
YES


RABGGTB
ENSG00000137955
9
496
1.35E−75
1.65E−73
0.01782178
YES


RAC1
ENSG00000136238
484
627
0.00054021
0.00471976
0.43564356
YES


RACGAP1
ENSG00000161800
19
207
2.22E−30
5.27E−29
0.0840708
YES


RAD1
ENSG00000113456
72
462
4.03E−46
1.72E−44
0.13483146
YES


RAD17
ENSG00000152942
38
237
2.30E−27
4.93E−26
0.13818182
YES


RAD23B
ENSG00000119318
118
197
3.89E−05
0.00036623
0.37460317
YES


RAD50
ENSG00000113522
166
860
5.13E−63
4.04E−61
0.16179337
YES


RAD51
ENSG00000051180
56
376
1.87E−40
6.51E−39
0.12962963
YES


RAD51AP1
ENSG00000111247
161
290
9.45E−08
1.01E−06
0.35698448
YES


RAD51B
ENSG00000182185
1189
1881
2.74E−15
3.96E−14
0.38729642
YES


RAD51C
ENSG00000108384
9
235
1.45E−39
4.82E−38
0.03688525
YES


RAE1
ENSG00000101146
5
69
3.94E−13
5.21E−12
0.06756757
YES


RAN
ENSG00000132341
1
18
6.51E−05
0.00060439
0.05263158
YES


RANBP2
ENSG00000153201
38
117
1.60E−09
1.83E−08
0.24516129
YES


RANBP3
ENSG00000031823
237
641
2.51E−27
5.37E−26
0.26993166
YES


RANGAP1
ENSG00000100401
16
146
9.80E−22
1.77E−20
0.09876543
YES


RAPGEF6
ENSG00000158987
1735
2302
8.43E−08
9.02E−07
0.42977459
YES


RARS
ENSG00000113643
6
44
8.71E−08
9.30E−07
0.12
YES


RARS2
ENSG00000146282
30
316
4.88E−42
1.81E−40
0.0867052
YES


RBBP4
ENSG00000162521
20
466
1.06E−66
9.52E−65
0.04115226
YES


RBBP5
ENSG00000117222
6
73
2.20E−13
2.92E−12
0.07594937
YES


RBBP6
ENSG00000122257
8
110
3.25E−19
5.36E−18
0.06779661
YES


RBBP8
ENSG00000101773
73
586
9.04E−61
6.53E−59
0.1107739
YES


RBM10
ENSG00000182872
201
396
1.66E−11
2.05E−10
0.33668342
YES


RBM12
ENSG00000244462
154
400
9.59E−19
1.55E−17
0.27797834
YES


RBM14
ENSG00000239306
7
59
3.14E−10
3.69E−09
0.10606061
YES


RBM17
ENSG00000134453
51
438
2.22E−50
1.09E−48
0.10429448
YES


RBM19
ENSG00000122965
11
145
7.05E−24
1.35E−22
0.07051282
YES


RBM22
ENSG00000086589
6
90
1.41E−16
2.12E−15
0.0625
YES


RBM25
ENSG00000119707
38
283
4.22E−34
1.16E−32
0.11838006
YES


RBM28
ENSG00000106344
462
3487
 2.29E−177
 2.00E−174
0.11699164
YES


RBM33
ENSG00000184863
1039
1387
1.60E−06
1.62E−05
0.428277
YES


RBM39
ENSG00000131051
77
517
3.14E−51
1.57E−49
0.12962963
YES


RBM42
ENSG00000126254
14
42
0.00014216
0.00128909
0.25
YES


RBM48
ENSG00000127993
4
109
3.89E−21
6.85E−20
0.03539823
YES


RBM8A
ENSG00000131795
1
56
8.14E−13
1.06E−11
0.01754386
YES


RBMX
ENSG00000147274
61
396
2.26E−41
8.15E−40
0.13347921
YES


RBMX2
ENSG00000134597
2
59
8.07E−13
1.05E−11
0.03278689
YES


RBPJ
ENSG00000168214
490
634
0.00054462
0.00475592
0.43594306
YES


RBX1
ENSG00000100387
15
659
5.99E−92
1.14E−89
0.02225519
YES


RCC1
ENSG00000180198
1099
3126
2.61E−73
2.91E−71
0.26011834
YES


RCL1
ENSG00000120158
85
591
2.19E−57
1.39E−55
0.12573964
YES


REV3L
ENSG00000009413
437
985
1.15E−26
2.41E−25
0.30731364
YES


RFC1
ENSG00000035928
13
706
5.36E−98
1.26E−95
0.01808067
YES


RFC2
ENSG00000049541
12
364
6.39E−57
3.90E−55
0.03191489
YES


RFC3
ENSG00000133119
8
260
6.55E−44
2.63E−42
0.02985075
YES


RFC4
ENSG00000163918
12
269
2.93E−43
1.15E−41
0.04270463
YES


RFC5
ENSG00000111445
9
65
1.83E−10
2.16E−09
0.12162162
YES


RFT1
ENSG00000163933
120
646
4.11E−53
2.17E−51
0.15665796
YES


RFWD3
ENSG00000168411
152
343
1.56E−13
2.08E−12
0.30707071
YES


RHOA
ENSG00000067560
58
689
7.12E−78
9.56E−76
0.07764391
YES


RIF1
ENSG00000080345
96
249
2.04E−13
2.72E−12
0.27826087
YES


RINT1
ENSG00000135249
40
175
1.91E−17
2.95E−16
0.18604651
YES


RIOK1
ENSG00000124784
16
128
1.12E−18
1.82E−17
0.11111111
YES


RIOK2
ENSG00000058729
5
157
5.24E−29
1.19E−27
0.0308642
YES


RMI1
ENSG00000178966
555
1192
3.65E−27
7.74E−26
0.31768746
YES


RNASEH2A
ENSG00000104889
31
77
1.31E−05
0.00012684
0.28703704
YES


RNASEH2B
ENSG00000136104
612
1598
1.97E−45
8.22E−44
0.27692308
YES


RNF168
ENSG00000163961
797
1178
1.88E−09
2.14E−08
0.4035443
YES


RNF20
ENSG00000155827
3
38
4.83E−08
5.23E−07
0.07317073
YES


RNF4
ENSG00000063978
69
522
1.67E−54
9.27E−53
0.11675127
YES


RNF40
ENSG00000103549
22
75
1.43E−07
1.51E−06
0.22680412
YES


RNF8
ENSG00000112130
72
194
8.29E−12
1.04E−10
0.27067669
YES


RNGTT
ENSG00000111880
53
488
5.34E−56
3.17E−54
0.09796673
YES


RNMT
ENSG00000101654
56
311
1.10E−31
2.75E−30
0.15258856
YES


RNPC3
ENSG00000185946
21
177
1.06E−24
2.08E−23
0.10606061
YES


RNPS1
ENSG00000205937
12
154
6.27E−25
1.24E−23
0.07228916
YES


RP11-93B14.6
ENSG00000167046
40
75
0.00099662
0.00852398
0.34782609
YES


RPA1
ENSG00000132383
15
194
4.00E−30
9.39E−29
0.07177033
YES


RPA2
ENSG00000117748
15
59
4.22E−07
4.36E−06
0.2027027
YES


RPAIN
ENSG00000129197
6
245
1.16E−42
4.37E−41
0.02390438
YES


RPAP1
ENSG00000103932
24
414
3.85E−58
2.52E−56
0.05479452
YES


RPAP3
ENSG00000005175
30
623
2.23E−81
3.19E−79
0.04594181
YES


RPE
ENSG00000197713
26
150
2.40E−18
3.85E−17
0.14772727
YES


RPF1
ENSG00000117133
5
82
1.33E−15
1.94E−14
0.05747126
YES


RPF2
ENSG00000197498
22
368
8.29E−53
4.33E−51
0.05641026
YES


RPIA
ENSG00000153574
99
198
1.49E−07
1.57E−06
0.33333333
YES


RPL10A
ENSG00000198755
2
87
3.29E−18
5.24E−17
0.02247191
YES


RPL11
ENSG00000142676
5
400
2.90E−65
2.47E−63
0.01234568
YES


RPL12
ENSG00000197958
4
126
3.50E−24
6.79E−23
0.03076923
YES


RPL13
ENSG00000167526
6
56
4.02E−10
4.70E−09
0.09677419
YES


RPL13A
ENSG00000142541
14
840
 1.70E−111
 5.73E−109
0.01639344
YES


RPL14
ENSG00000188846
5
159
2.40E−29
5.50E−28
0.0304878
YES


RPL15
ENSG00000174748
1
168
4.22E−33
1.11E−31
0.00591716
YES


RPL17
ENSG00000265681
5
371
2.29E−61
1.67E−59
0.01329787
YES


RPL18
ENSG00000063177
4
341
9.47E−58
6.13E−56
0.0115942
YES


RPL18A
ENSG00000105640
6
486
8.30E−76
1.02E−73
0.01219512
YES


RPL19
ENSG00000108298
6
420
2.14E−67
1.99E−65
0.01408451
YES


RPL21
ENSG00000122026
20
806
 1.71E−105
 4.83E−103
0.02421308
YES


RPL22
ENSG00000116251
256
418
1.63E−07
1.72E−06
0.37982196
YES


RPL22L1
ENSG00000163584
382
558
3.60E−06
3.58E−05
0.40638298
YES


RPL23
ENSG00000125691
5
277
5.09E−48
2.32E−46
0.0177305
YES


RPL23A
ENSG00000198242
107
509
2.73E−41
9.82E−40
0.1737013
YES


RPL24
ENSG00000114391
3
396
9.38E−66
8.11E−64
0.0075188
YES


RPL26
ENSG00000161970
5
414
4.11E−67
3.76E−65
0.01193317
YES


RPL27
ENSG00000131469
6
162
2.57E−29
5.89E−28
0.03571429
YES


RPL27A
ENSG00000166441
73
279
2.46E−22
4.54E−21
0.20738636
YES


RPL28
ENSG00000108107
8
41
2.27E−06
2.27E−05
0.16326531
YES


RPL29
ENSG00000162244
216
546
3.05E−22
5.61E−21
0.28346457
YES


RPL3
ENSG00000100316
6
268
3.76E−46
1.61E−44
0.02189781
YES


RPL31
ENSG00000071082
5
275
1.01E−47
4.53E−46
0.01785714
YES


RPL32
ENSG00000144713
1
269
5.49E−49
2.57E−47
0.0037037
YES


RPL34
ENSG00000109475
1
423
8.57E−69
8.45E−67
0.00936768
YES


RPL35
ENSG00000136942
2
200
9.08E−38
2.87E−36
0.00990099
YES


RPL37
ENSG00000145592
6
423
8.67E−68
8.27E−66
0.01398601
YES


RPL37A
ENSG00000197756
187
455
1.51E−18
2.43E−17
0.29127726
YES


RPL38
ENSG00000172809
4
139
1.84E−26
3.84E−25
0.02797203
YES


RPL39
ENSG00000198918
12
441
3.36E−67
3.09E−65
0.02649007
YES


RPL4
ENSG00000174444
782
1156
2.27E−09
2.58E−08
0.40350877
YES


RPL41
ENSG00000229117
232
351
2.00E−05
0.00019183
0.39794168
YES


RPL5
ENSG00000122406
6
223
3.02E−39
9.95E−38
0.02620087
YES


RPL6
ENSG00000089009
4
389
2.62E−64
2.18E−62
0.01017812
YES


RPL7A
ENSG00000148303
2
169
1.08E−32
2.79E−31
0.01169591
YES


RPL7L1
ENSG00000146223
93
466
3.74E−40
1.28E−38
0.16636852
YES


RPL9
ENSG00000163682
9
495
1.80E−75
2.15E−73
0.01785714
YES


RPLP0
ENSG00000089157
7
205
7.33E−36
2.19E−34
0.03301887
YES


RPLP1
ENSG00000137818
114
198
1.20E−05
0.00011609
0.36538462
YES


RPLP2
ENSG00000177600
53
121
8.84E−07
9.05E−06
0.3045977
YES


RPN1
ENSG00000163902
23
426
3.58E−60
2.52E−58
0.05122494
YES


RPN2
ENSG00000118705
47
490
1.64E−58
1.10E−56
0.08752328
YES


RPP14
ENSG00000163684
22
138
6.58E−18
1.04E−16
0.1375
YES


RPP30
ENSG00000148688
10
88
2.90E−14
4.02E−13
0.10204082
YES


RPP38
ENSG00000152464
55
229
1.17E−20
2.04E−19
0.19366197
YES


RPP40
ENSG00000124787
2
35
5.77E−08
6.22E−07
0.05405405
YES


RPRD1B
ENSG00000101413
157
440
3.16E−22
5.80E−21
0.26298157
YES


RPRD2
ENSG00000163125
843
1837
1.54E−35
4.52E−34
0.31455224
YES


RPS10
ENSG00000124614
20
296
1.72E−43
6.86E−42
0.06329114
YES


RPS11
ENSG00000142534
9
343
1.76E−55
1.03E−53
0.02556818
YES


RPS12
ENSG00000112306
2
81
4.46E−17
6.86E−16
0.02409639
YES


RPS13
ENSG00000110700
8
252
1.08E−42
4.07E−41
0.03076923
YES


RPS14
ENSG00000164587
16
670
9.99E−93
1.94E−90
0.02332362
YES


RPS15
ENSG00000115268
4
41
3.87E−08
4.21E−07
0.08888889
YES


RPS15A
ENSG00000134419
7
448
1.59E−70
1.64E−68
0.01538462
YES


RPS16
ENSG00000105193
11
131
1.84E−21
3.29E−20
0.07746479
YES


RPS18
ENSG00000231500
8
185
4.28E−32
1.08E−30
0.04145078
YES


RPS19
ENSG00000105372
39
189
7.42E−20
1.24E−18
0.17105263
YES


RPS19BP1
ENSG00000187051
17
246
2.24E−37
6.96E−36
0.06463878
YES


RPS2
ENSG00000140988
1
62
5.31E−14
7.28E−13
0.01587302
YES


RPS21
ENSG00000171858
5
54
3.21E−10
3.76E−09
0.08474576
YES


RPS23
ENSG00000186468
8
548
2.20E−82
3.29E−80
0.01438849
YES


RPS24
ENSG00000138326
10
425
4.42E−66
3.88E−64
0.02298851
YES


RPS25
ENSG00000118181
118
338
5.43E−19
8.87E−18
0.25877193
YES


RPS26
ENSG00000197728
9
187
6.54E−32
1.65E−30
0.04591837
YES


RPS27
ENSG00000177954
56
255
5.76E−24
1.11E−22
0.18006431
YES


RPS27A
ENSG00000143947
10
367
2.60E−58
1.72E−56
0.0265252
YES


RPS29
ENSG00000213741
50
272
2.95E−28
5.55E−27
0.1552795
YES


RPS3
ENSG00000149273
7
530
1.05E−80
1.48E−78
0.01303538
YES


RPS3A
ENSG00000145425
1
325
4.29E−57
2.66E−55
0.00306748
YES


RPS4X
ENSG00000198034
8
490
2.48E−75
2.93E−73
0.01606426
YES


RPS6
ENSG00000137154
3
303
6.94E−53
3.65E−51
0.00980392
YES


RPS6KB1
ENSG00000108443
196
292
0.00010959
0.00100053
0.40163934
YES


RPS7
ENSG00000171863
2
96
6.91E−20
1.16E−18
0.02040816
YES


RPS8
ENSG00000142937
5
262
8.91E−46
3.76E−44
0.01872659
YES


RPS9
ENSG00000170889
5
77
1.17E−14
1.65E−13
0.06097561
YES


RPSA
ENSG00000168028
9
271
4.67E−45
1.92E−43
0.03214286
YES


RPTOR
ENSG00000141564
1927
12949
 1.91E−286
 8.32E−283
0.12953751
YES


RPUSD4
ENSG00000165526
45
112
3.08E−07
3.20E−06
0.2866242
YES


RREB1
ENSG00000124782
2109
3873
8.66E−34
2.34E−32
0.35255767
YES


RRM1
ENSG00000167325
23
490
2.12E−68
2.06E−66
0.04483431
YES


RRM2
ENSG00000171848
1
40
1.40E−09
1.61E−08
0.02439024
YES


RRN3
ENSG00000085721
15
141
2.48E−21
4.40E−20
0.09615385
YES


RRP1
ENSG00000160214
14
182
1.22E−28
2.73E−27
0.07142857
YES


RRP12
ENSG00000052749
557
759
1.85E−05
0.00017711
0.42325228
YES


RRP15
ENSG00000067533
18
139
1.08E−19
1.81E−18
0.11464968
YES


RRP36
ENSG00000124541
28
103
3.44E−10
4.03E−09
0.21374046
YES


RRP7A
ENSG00000189306
16
63
1.88E−07
1.97E−06
0.20253165
YES


RRP9
ENSG00000114767
37
135
2.09E−12
2.68E−11
0.21511628
YES


RSL1D1
ENSG00000171490
19
550
1.50E−77
1.97E−75
0.03339192
YES


RSL24D1
ENSG00000137876
4
322
4.47E−55
2.53E−53
0.01226994
YES


RSRC2
ENSG00000111011
28
872
 7.44E−109
 2.28E−106
0.03111111
YES


RTEL1
ENSG00000258366
26
95
1.54E−09
1.76E−08
0.21487603
YES


RTF1
ENSG00000137815
13
237
6.90E−38
2.19E−36
0.052
YES


RTFDC1
ENSG00000022277
9
154
2.10E−26
4.37E−25
0.05521472
YES


RTTN
ENSG00000176225
32
670
6.91E−86
1.09E−83
0.04558405
YES


RUVBL1
ENSG00000175792
7
252
3.28E−43
1.28E−41
0.02702703
YES


RUVBL2
ENSG00000183207
26
117
4.95E−13
6.50E−12
0.18181818
YES


SACM1L
ENSG00000211456
43
1463
 8.33E−155
 5.59E−152
0.02855246
YES


SAE1
ENSG00000142230
29
894
 1.25E−110
 4.03E−108
0.03141928
YES


SAMD4B
ENSG00000179134
12
42
3.70E−05
0.00034887
0.22222222
YES


SAMM50
ENSG00000100347
8
176
1.31E−30
3.13E−29
0.04347826
YES


SAP130
ENSG00000136715
14
73
6.89E−10
8.00E−09
0.16091954
YES


SAP18
ENSG00000150459
3
142
1.53E−27
3.32E−26
0.02068966
YES


SAP30BP
ENSG00000161526
6
317
2.53E−53
1.35E−51
0.01857585
YES


SARNP
ENSG00000205323
300
541
2.03E−11
2.49E−10
0.35671819
YES


SARS
ENSG00000031698
3
179
8.64E−34
2.34E−32
0.01648352
YES


SARS2
ENSG00000104835
52
280
1.02E−28
2.30E−27
0.15662651
YES


SART1
ENSG00000175467
0
77
1.61E−17
2.50E−16
0
YES


SART3
ENSG00000075856
11
285
3.87E−46
1.65E−44
0.03716216
YES


SASS6
ENSG00000156876
26
502
1.37E−68
1.35E−66
0.04924242
YES


SBDS
ENSG00000126524
22
95
8.45E−11
1.01E−09
0.18803419
YES


SCAF11
ENSG00000139218
604
883
7.70E−08
8.25E−07
0.40618695
YES


SCAMP4
ENSG00000227500
52
135
1.06E−08
1.18E−07
0.27807487
YES


SCD
ENSG00000099194
55
336
2.00E−35
5.84E−34
0.14066496
YES


SCFD1
ENSG00000092108
39
1450
 3.22E−155
 2.25E−152
0.02619208
YES


SCO1
ENSG00000133028
81
278
3.71E−20
6.32E−19
0.22562674
YES


SDAD1
ENSG00000198301
16
272
8.72E−42
3.19E−40
0.05555556
YES


SDE2
ENSG00000143751
16
340
1.16E−51
5.87E−50
0.04494382
YES


SDHA
ENSG00000073578
7
184
1.88E−32
4.82E−31
0.03664921
YES


SDHB
ENSG00000117118
11
294
1.83E−47
8.11E−46
0.03606557
YES


SDHC
ENSG00000143252
19
405
3.44E−59
2.38E−57
0.04481132
YES


SDHD
ENSG00000204370
8
202
7.37E−35
2.09E−33
0.03809524
YES


SEC13
ENSG00000157020
1
140
2.41E−28
5.39E−27
0.0070922
YES


SEC16A
ENSG00000148396
8
29
0.00037165
0.00329655
0.21621622
YES


SEC61A1
ENSG00000058262
5
159
2.40E−29
5.50E−28
0.0304878
YES


SEC61B
ENSG00000106803
14
42
0.00014216
0.00128909
0.25
YES


SEC62
ENSG00000008952
126
189
0.00081392
0.00701985
0.4
YES


SEC63
ENSG00000025796
295
573
4.24E−14
5.86E−13
0.33986175
YES


SEH1L
ENSG00000085415
81
970
6.58E−99
1.57E−96
0.07706946
YES


SEL1L
ENSG00000071537
474
924
5.48E−19
8.94E−18
0.33905579
YES


SENP6
ENSG00000112701
78
1145
 3.18E−116
 1.21E−113
0.0637776
YES


SEPSECS
ENSG00000109618
194
584
1.47E−29
3.38E−28
0.24935733
YES


SERBP1
ENSG00000142864
254
440
4.28E−09
4.82E−08
0.36599424
YES


SF1
ENSG00000168066
10
86
6.72E−14
9.16E−13
0.10416667
YES


SF3A1
ENSG00000099995
7
104
1.23E−18
1.99E−17
0.06306306
YES


SF3A2
ENSG00000104897
12
215
6.33E−35
1.79E−33
0.05286344
YES


SF3B1
ENSG00000115524
9
405
6.21E−64
5.02E−62
0.02173913
YES


SF3B14
ENSG00000115128
6
154
5.85E−28
1.28E−26
0.0375
YES


SF3B2
ENSG00000087365
3
143
1.03E−27
2.24E−26
0.02054795
YES


SF3B3
ENSG00000189091
71
630
1.49E−66
1.33E−64
0.10128388
YES


SFPQ
ENSG00000116560
2
27
2.72E−06
2.72E−05
0.06896552
YES


SFSWAP
ENSG00000061936
81
208
1.20E−11
1.49E−10
0.28027682
YES


SGOL1
ENSG00000129810
41
156
2.43E−14
3.38E−13
0.20812183
YES


SHFM1
ENSG00000127922
1
81
1.14E−17
1.78E−16
0.01219512
YES


SHMT2
ENSG00000182199
137
286
1.99E−10
2.35E−09
0.32387707
YES


SHOC2
ENSG00000108061
41
296
7.71E−35
2.18E−33
0.12166172
YES


SHQ1
ENSG00000144736
38
238
1.64E−27
3.53E−26
0.13768116
YES


SKA1
ENSG00000154839
27
81
4.01E−07
4.15E−06
0.25
YES


SKA2
ENSG00000182628
94
1298
 2.88E−124
 1.32E−121
0.06752874
YES


SKA3
ENSG00000165480
17
305
3.48E−46
1.49E−44
0.05279503
YES


SKIV2L2
ENSG00000039123
93
1101
 2.89E−107
 8.54E−105
0.07788945
YES


SKP1
ENSG00000113558
38
116
2.22E−09
2.52E−08
0.24675325
YES


SLBP
ENSG00000163950
46
262
3.46E−28
7.67E−27
0.14935065
YES


SLC25A19
ENSG00000125454
257
367
0.00013667
0.00124123
0.41185897
YES


SLC25A26
ENSG00000144741
75
260
2.26E−19
3.74E−18
0.2238806
YES


SLC25A3
ENSG00000075415
67
158
1.61E−08
1.77E−07
0.29777778
YES


SLC35B1
ENSG00000121073
10
65
4.91E−10
5.72E−09
0.13333333
YES


SLC39A10
ENSG00000196950
796
1090
1.32E−06
1.34E−05
0.42205726
YES


SLC7A6OS
ENSG00000103061
6
189
8.47E−34
2.29E−32
0.03076923
YES


SLIRP
ENSG00000119705
186
277
0.00014893
0.00134842
0.40172786
YES


SLMAP
ENSG00000163681
444
739
4.94E−11
6.00E−10
0.37531699
YES


SLMO2
ENSG00000101166
14
218
1.97E−34
5.46E−33
0.06034483
YES


SLU7
ENSG00000164609
48
151
9.66E−12
1.21E−10
0.24120603
YES


SLX4
ENSG00000188827
192
384
1.23E−11
1.52E−10
0.33333333
YES


SMARCA5
ENSG00000153147
27
167
1.08E−20
1.88E−19
0.13917526
YES


SMARCB1
ENSG00000099956
50
727
4.65E−85
7.19E−83
0.06435006
YES


SMARCE1
ENSG00000073584
12
256
2.70E−41
9.73E−40
0.04477612
YES


SMC1A
ENSG00000072501
9
327
3.18E−53
1.68E−51
0.02678571
YES


SMC2
ENSG00000136824
30
215
4.76E−27
1.01E−25
0.12244898
YES


SMC3
ENSG00000108055
10
201
1.12E−33
3.00E−32
0.04739336
YES


SMC4
ENSG00000113810
18
374
1.87E−55
1.09E−53
0.04591837
YES


SMC5
ENSG00000198887
5
167
1.08E−30
2.59E−29
0.02906977
YES


SMC6
ENSG00000163029
31
172
5.23E−20
8.85E−19
0.15270936
YES


SMG1
ENSG00000157106
107
404
5.20E−29
1.18E−27
0.20939335
YES


SMG5
ENSG00000198952
429
2018
1.91E−99
4.63E−97
0.17531671
YES


SMG6
ENSG00000070366
1171
7052
 2.26E−215
 3.95E−212
0.14240545
YES


SMG7
ENSG00000116698
263
471
2.58E−10
3.03E−09
0.35831063
YES


SMNDC1
ENSG00000119953
21
83
3.67E−09
4.14E−08
0.20192308
YES


SMU1
ENSG00000122692
3
156
6.11E−30
1.42E−28
0.01886792
YES


SNAPC1
ENSG00000023608
30
418
4.47E−56
2.67E−54
0.06696429
YES


SNAPC3
ENSG00000164975
8
302
3.88E−50
1.86E−48
0.02580645
YES


SNF8
ENSG00000159210
29
134
9.85E−15
1.40E−13
0.17791411
YES


SNIP1
ENSG00000163877
3
50
1.81E−10
2.14E−09
0.05660377
YES


SNRNP200
ENSG00000144028
3
128
4.29E−25
8.53E−24
0.02290076
YES


SNRNP27
ENSG00000124380
185
473
1.52E−20
2.62E−19
0.28115502
YES


SNRNP35
ENSG00000184209
325
903
2.05E−35
5.97E−34
0.26465798
YES


SNRNP40
ENSG00000060688
122
325
8.42E−17
1.28E−15
0.27293065
YES


SNRNP48
ENSG00000168566
1
30
1.71E−07
1.80E−06
0.03225806
YES


SNRNP70
ENSG00000104852
23
115
9.67E−14
1.31E−12
0.16666667
YES


SNRPA
ENSG00000077312
367
601
2.40E−09
2.73E−08
0.37913223
YES


SNRPA1
ENSG00000131876
10
241
5.46E−40
1.87E−38
0.03984064
YES


SNRPB
ENSG00000125835
13
443
5.54E−67
5.04E−65
0.02850877
YES


SNRPC
ENSG00000124562
4
158
1.01E−29
2.33E−28
0.02469136
YES


SNRPD1
ENSG00000167088
12
806
 6.32E−109
 1.97E−106
0.01466993
YES


SNRPD2
ENSG00000125743
4
61
4.18E−12
5.31E−11
0.06153846
YES


SNRPD3
ENSG00000100028
58
262
2.52E−24
4.91E−23
0.18125
YES


SNRPE
ENSG00000182004
2
169
1.08E−32
2.79E−31
0.01169591
YES


SNRPF
ENSG00000139343
5
154
1.70E−28
3.81E−27
0.03144654
YES


SNRPG
ENSG00000143977
7
351
1.33E−57
8.57E−56
0.01955307
YES


SNW1
ENSG00000100603
4
133
2.05E−25
4.11E−24
0.02919708
YES


SOD1
ENSG00000142168
12
113
7.74E−18
1.22E−16
0.096
YES


SOD2
ENSG00000112096
66
396
1.05E−39
3.52E−38
0.14285714
YES


SON
ENSG00000159140
11
325
6.04E−52
3.07E−50
0.0327381
YES


SP1
ENSG00000185591
201
419
2.22E−13
2.95E−12
0.32419355
YES


SPAG5
ENSG00000076382
39
149
6.76E−14
9.21E−13
0.20744681
YES


SPATA5
ENSG00000145375
132
866
9.68E−73
1.06E−70
0.13226453
YES


SPATA5L1
ENSG00000171763
6
100
2.02E−18
3.24E−17
0.05660377
YES


SPC24
ENSG00000161888
6
44
8.71E−08
9.30E−07
0.12
YES


SPC25
ENSG00000152253
1
35
1.53E−08
1.69E−07
0.02777778
YES


SPCS2
ENSG00000118363
30
626
1.00E−81
1.46E−79
0.04573171
YES


SPCS3
ENSG00000129128
34
275
1.76E−34
4.91E−33
0.11003236
YES


SPDL1
ENSG00000040275
1
55
1.29E−12
1.67E−11
0.01785714
YES


SPRTN
ENSG00000010072
52
171
1.83E−13
2.44E−12
0.23318386
YES


SRBD1
ENSG00000068784
135
3227
 1.88E−234
 4.69E−231
0.04015467
YES


SRCAP
ENSG00000080603
79
276
2.11E−20
3.63E−19
0.22253521
YES


SRD5A3
ENSG00000128039
294
557
4.33E−13
5.70E−12
0.34547591
YES


SREK1
ENSG00000153914
371
671
4.26E−13
5.62E−12
0.35604607
YES


SRF
ENSG00000112658
82
145
6.98E−05
0.00064713
0.36123348
YES


SRFBP1
ENSG00000151304
22
179
1.33E−24
2.60E−23
0.10945274
YES


SRP14
ENSG00000140319
8
82
4.28E−14
5.91E−13
0.08888889
YES


SRP19
ENSG00000153037
6
99
3.07E−18
4.91E−17
0.05714286
YES


SRP68
ENSG00000167881
17
237
5.44E−36
1.64E−34
0.06692913
YES


SRP72
ENSG00000174780
208
888
9.84E−56
5.81E−54
0.18978102
YES


SRP9
ENSG00000143742
19
252
2.24E−37
6.98E−36
0.0701107
YES


SRPR
ENSG00000182934
10
137
5.48E−23
1.03E−21
0.06802721
YES


SRPRB
ENSG00000144867
41
111
5.67E−08
6.12E−07
0.26973684
YES


SRRD
ENSG00000100104
98
175
1.42E−05
0.00013676
0.35897436
YES


SRRM1
ENSG00000133226
7
192
9.25E−34
2.49E−32
0.03517588
YES


SRRM2
ENSG00000167978
60
300
6.71E−29
1.52E−27
0.16666667
YES


SRRT
ENSG00000087087
37
136
1.48E−12
1.92E−11
0.21387283
YES


SRSF1
ENSG00000136450
11
265
3.75E−43
1.46E−41
0.03985507
YES


SRSF10
ENSG00000188529
161
464
6.57E−24
1.26E−22
0.2576
YES


SRSF11
ENSG00000116754
825
1096
9.57E−06
9.34E−05
0.42946382
YES


SRSF2
ENSG00000161547
2
21
5.11E−05
0.0004783
0.08695652
YES


SRSF3
ENSG00000112081
8
311
1.94E−51
9.72E−50
0.02507837
YES


SRSF7
ENSG00000115875
5
144
8.82E−27
1.86E−25
0.03355705
YES


SSB
ENSG00000138385
31
193
2.84E−23
5.36E−22
0.13839286
YES


SSBP1
ENSG00000106028
115
286
6.21E−14
8.48E−13
0.28678304
YES


SSRP1
ENSG00000149136
65
220
1.03E−16
1.55E−15
0.22807018
YES


SSU72
ENSG00000160075
25
287
5.92E−40
2.02E−38
0.08012821
YES


STIL
ENSG00000123473
66
324
2.91E−30
6.89E−29
0.16923077
YES


STRAP
ENSG00000023734
50
291
6.33E−31
1.53E−29
0.14662757
YES


STRIP1
ENSG00000143093
15
96
1.51E−13
2.03E−12
0.13513514
YES


STX18
ENSG00000168818
17
321
1.71E−48
7.87E−47
0.05029586
YES


STX5
ENSG00000162236
23
97
8.52E−11
1.02E−09
0.19166667
YES


SUDS3
ENSG00000111707
8
49
7.00E−08
7.51E−07
0.14035088
YES


SUGP1
ENSG00000105705
23
170
9.69E−23
1.80E−21
0.11917098
YES


SUGT1
ENSG00000165416
42
290
1.30E−33
3.47E−32
0.12650602
YES


SUMO2
ENSG00000188612
14
146
1.23E−22
2.29E−21
0.0875
YES


SUPT16H
ENSG00000092201
97
761
2.08E−72
2.24E−70
0.11305361
YES


SUPT4H1
ENSG00000213246
16
47
7.92E−05
0.00073172
0.25396825
YES


SUPT5H
ENSG00000196235
36
264
4.29E−32
1.08E−30
0.12
YES


SUPT6H
ENSG00000109111
10
171
9.18E−29
2.07E−27
0.05524862
YES


SUPV3L1
ENSG00000156502
20
195
5.00E−28
1.10E−26
0.09302326
YES


SURF6
ENSG00000148296
12
245
1.30E−39
4.34E−38
0.04669261
YES


SUZ12
ENSG00000178691
33
259
1.62E−32
4.17E−31
0.1130137
YES


SYF2
ENSG00000117614
4
138
2.74E−26
5.66E−25
0.02816901
YES


SYMPK
ENSG00000125755
18
201
7.14E−30
1.66E−28
0.08219178
YES


SYS1
ENSG00000204070
13
40
0.00015813
0.00142797
0.24528302
YES


TACC3
ENSG00000013810
252
875
1.72E−45
7.21E−44
0.22360248
YES


TADA1
ENSG00000152382
14
76
2.03E−10
2.39E−09
0.15555556
YES


TADA2A
ENSG00000108264
457
759
3.95E−11
4.81E−10
0.37582237
YES


TAF1
ENSG00000147133
192
771
3.74E−48
1.70E−46
0.19937695
YES


TAF12
ENSG00000120656
72
316
1.98E−27
4.25E−26
0.18556701
YES


TAF13
ENSG00000197780
20
134
4.94E−18
7.84E−17
0.12987013
YES


TAF1B
ENSG00000115750
15
326
3.75E−50
1.81E−48
0.04398827
YES


TAF1C
ENSG00000103168
6
47
2.26E−08
2.49E−07
0.11320755
YES


TAF1D
ENSG00000166012
96
731
1.64E−69
1.62E−67
0.11608222
YES


TAF5
ENSG00000148835
11
72
6.68E−11
8.09E−10
0.13253012
YES


TAF6
ENSG00000106290
40
151
6.71E−14
9.16E−13
0.20942408
YES


TAF6L
ENSG00000162227
109
200
2.08E−06
2.10E−05
0.35275081
YES


TAF8
ENSG00000137413
14
96
5.88E−14
8.05E−13
0.12727273
YES


TAF9
ENSG00000085231
264
614
5.47E−21
9.61E−20
0.30068337
YES


TAMM41
ENSG00000144559
23
203
5.17E−28
1.14E−26
0.10176991
YES


TANGO6
ENSG00000103047
48
596
5.34E−71
5.65E−69
0.07453416
YES


TARDBP
ENSG00000120948
7
35
1.26E−05
0.00012148
0.16666667
YES


TARS
ENSG00000113407
19
715
2.45E−96
5.09E−94
0.02588556
YES


TARS2
ENSG00000143374
56
312
8.05E−32
2.01E−30
0.15217391
YES


TBCA
ENSG00000171530
47
375
1.49E−43
5.94E−42
0.11137441
YES


TBCB
ENSG00000105254
3
27
8.91E−06
8.70E−05
0.1
YES


TBCD
ENSG00000141556
190
2653
 1.86E−190
 2.03E−187
0.06683081
YES


TBCE
ENSG00000116957
52
197
4.65E−17
7.13E−16
0.20883534
YES


TCEB2
ENSG00000103363
4
59
1.03E−11
1.28E−10
0.06349206
YES


TCERG1
ENSG00000113649
194
542
1.54E−25
3.11E−24
0.26358696
YES


TCOF1
ENSG00000070814
102
184
7.15E−06
7.00E−05
0.35664336
YES


TCP1
ENSG00000120438
5
106
4.78E−20
8.10E−19
0.04504505
YES


TECR
ENSG00000099797
230
369
1.19E−06
1.22E−05
0.38397329
YES


TEFM
ENSG00000172171
174
338
4.36E−10
5.08E−09
0.33984375
YES


TEX10
ENSG00000136891
45
410
5.61E−49
2.62E−47
0.0989011
YES


TFAM
ENSG00000108064
62
118
5.65E−05
0.00052673
0.34444444
YES


TFB1M
ENSG00000029639
84
196
9.85E−10
1.14E−08
0.3
YES


TFB2M
ENSG00000162851
72
201
1.16E−12
1.51E−11
0.26373626
YES


TFIP11
ENSG00000100109
17
179
9.07E−27
1.91E−25
0.08673469
YES


TFRC
ENSG00000072274
22
327
4.59E−47
2.01E−45
0.06303725
YES


THOC1
ENSG00000079134
11
325
6.04E−52
3.07E−50
0.0327381
YES


THOC5
ENSG00000100296
22
130
1.38E−16
2.09E−15
0.14473684
YES


THOC7
ENSG00000163634
16
380
3.32E−57
2.08E−55
0.04040404
YES


THRAP3
ENSG00000054118
304
438
3.50E−05
0.00033126
0.4097035
YES


TICRR
ENSG00000140534
12
161
4.14E−26
8.50E−25
0.06936416
YES


TIMELESS
ENSG00000111602
27
524
7.03E−71
7.30E−69
0.04900181
YES


TIMM10
ENSG00000134809
79
179
9.70E−09
1.08E−07
0.30620155
YES


TIMM22
ENSG00000177370
27
93
6.15E−09
6.90E−08
0.225
YES


TIMM23
ENSG00000138297
17
48
0.00010127
0.00092702
0.26153846
YES


TIMM44
ENSG00000104980
19
390
3.58E−57
2.23E−55
0.04645477
YES


TIMM50
ENSG00000105197
50
163
6.99E−13
9.15E−12
0.23474178
YES


TIMM9
ENSG00000100575
280
593
2.85E−17
4.40E−16
0.3207331
YES


TINF2
ENSG00000092330
8
34
4.56E−05
0.00042826
0.19047619
YES


TIPRL
ENSG00000143155
125
234
2.25E−07
2.35E−06
0.34818942
YES


TKT
ENSG00000163931
61
345
1.22E−34
3.43E−33
0.15024631
YES


TMA16
ENSG00000198498
39
496
2.08E−62
1.60E−60
0.0728972
YES


TMED10
ENSG00000170348
228
369
8.13E−07
8.33E−06
0.38190955
YES


TMED2
ENSG00000086598
119
194
8.32E−05
0.00076645
0.38019169
YES


TMEM167A
ENSG00000174695
155
257
6.80E−06
6.68E−05
0.37621359
YES


TMEM199
ENSG00000244045
2
110
1.89E−22
3.50E−21
0.01785714
YES


TMEM238
ENSG00000233493
74
145
5.90E−06
5.82E−05
0.33789954
YES


TMEM258
ENSG00000134825
19
248
9.15E−37
2.81E−35
0.07116105
YES


TMEM41B
ENSG00000166471
71
240
8.26E−18
1.30E−16
0.22829582
YES


TMEM48
ENSG00000058804
313
474
2.09E−06
2.11E−05
0.39771283
YES


TMX2
ENSG00000213593
14
418
3.04E−63
2.42E−61
0.03240741
YES


TNPO3
ENSG00000064419
32
422
9.19E−56
5.44E−54
0.07048458
YES


TOMM20
ENSG00000173726
35
329
7.68E−42
2.82E−40
0.09615385
YES


TOMM22
ENSG00000100216
6
103
5.71E−19
9.30E−18
0.05504587
YES


TOMM40
ENSG00000130204
29
274
2.39E−36
7.23E−35
0.09570957
YES


TOMM70A
ENSG00000154174
47
133
1.52E−09
1.74E−08
0.26111111
YES


TOP1
ENSG00000198900
27
383
1.16E−52
6.06E−51
0.06585366
YES


TOP2A
ENSG00000131747
17
94
2.06E−12
2.65E−11
0.15315315
YES


TOP3A
ENSG00000177302
51
290
1.90E−30
4.54E−29
0.14956012
YES


TOPBP1
ENSG00000163781
187
319
3.34E−07
3.47E−06
0.36956522
YES


TP53RK
ENSG00000172315
22
176
4.04E−24
7.80E−23
0.11111111
YES


TPI1
ENSG00000111669
47
115
3.30E−07
3.43E−06
0.29012346
YES


TPR
ENSG00000047410
36
211
3.38E−24
6.56E−23
0.14574899
YES


TPT1
ENSG00000133112
42
169
5.99E−16
8.84E−15
0.19905213
YES


TPX2
ENSG00000088325
20
304
1.17E−44
4.79E−43
0.0617284
YES


TRA2B
ENSG00000136527
48
424
1.11E−49
5.29E−48
0.10169492
YES


TRAIP
ENSG00000183763
7
71
1.63E−12
2.11E−11
0.08974359
YES


TRAPPC1
ENSG00000170043
6
27
0.00017418
0.0015681
0.18181818
YES


TRAPPC11
ENSG00000168538
98
292
6.14E−18
9.71E−17
0.25128205
YES


TRAPPC3
ENSG00000054116
2
93
2.49E−19
4.12E−18
0.02105263
YES


TRAPPC4
ENSG00000196655
2
67
2.18E−14
3.05E−13
0.02898551
YES


TRAPPC8
ENSG00000153339
58
517
9.21E−58
5.98E−56
0.10086957
YES


TRIAP1
ENSG00000170855
11
242
1.21E−39
4.04E−38
0.04347826
YES


TRIT1
ENSG00000043514
275
485
4.20E−10
4.90E−09
0.36184211
YES


TRMT10C
ENSG00000174173
39
201
1.19E−21
2.15E−20
0.1625
YES


TRMT5
ENSG00000126814
44
285
3.56E−32
9.05E−31
0.1337386
YES


TRMT6
ENSG00000089195
30
264
1.86E−34
5.18E−33
0.10204082
YES


TRMT61A
ENSG00000166166
45
139
7.70E−11
9.26E−10
0.24456522
YES


TRNAU1AP
ENSG00000180098
90
224
9.44E−12
1.18E−10
0.2866242
YES


TRNT1
ENSG00000072756
65
328
4.22E−31
1.02E−29
0.1653944
YES


TRPM7
ENSG00000092439
128
508
9.71E−36
2.88E−34
0.20125786
YES


TRRAP
ENSG00000196367
23
103
8.97E−12
1.12E−10
0.18253968
YES


TRUB2
ENSG00000167112
111
238
1.12E−09
1.29E−08
0.31805158
YES


TSC22D2
ENSG00000196428
1271
1669
1.75E−06
1.77E−05
0.43231293
YES


TSEN15
ENSG00000198860
16
102
3.45E−14
4.78E−13
0.13559322
YES


TSEN2
ENSG00000154743
97
425
4.24E−34
1.16E−32
0.18582375
YES


TSEN54
ENSG00000182173
7
43
3.71E−07
3.85E−06
0.14
YES


TSG101
ENSG00000074319
56
329
3.88E−34
1.07E−32
0.14545455
YES


TSR1
ENSG00000167721
457
721
3.21E−09
3.63E−08
0.38794567
YES


TSR2
ENSG00000158526
0
75
3.88E−17
5.97E−16
0
YES


TTC1
ENSG00000113312
13
80
1.59E−11
1.97E−10
0.13978495
YES


TTC27
ENSG00000018699
40
244
1.12E−27
2.43E−26
0.14084507
YES


TTC4
ENSG00000243725
18
106
4.36E−14
6.00E−13
0.14516129
YES


TTF1
ENSG00000125482
143
1040
1.96E−86
3.11E−84
0.12087912
YES


TTF2
ENSG00000116830
64
209
1.60E−15
2.32E−14
0.23443223
YES


TTI1
ENSG00000101407
106
1096
 1.18E−102
 3.17E−100
0.08818636
YES


TTK
ENSG00000112742
24
99
8.55E−11
1.02E−09
0.19512195
YES


TUBA1B
ENSG00000123416
29
232
4.81E−30
1.12E−28
0.11111111
YES


TUBB
ENSG00000196230
44
196
2.76E−19
4.56E−18
0.18333333
YES


TUBD1
ENSG00000108423
186
306
2.14E−06
2.15E−05
0.37804878
YES


TUBE1
ENSG00000074935
3
63
4.86E−13
6.39E−12
0.04545455
YES


TUBG1
ENSG00000131462
0
31
2.51E−08
2.76E−07
0
YES


TUBGCP3
ENSG00000126216
60
1928
 2.64E−182
 2.57E−179
0.03018109
YES


TUBGCP4
ENSG00000137822
53
312
8.01E−33
2.08E−31
0.14520548
YES


TUBGCP5
ENSG00000153575
6
132
3.72E−24
7.20E−23
0.04347826
YES


TUBGCP6
ENSG00000128159
9
118
3.79E−20
6.46E−19
0.07086614
YES


TUFM
ENSG00000178952
23
163
1.32E−21
2.37E−20
0.12365591
YES


TUT1
ENSG00000149016
67
338
8.32E−32
2.08E−30
0.1654321
YES


TWISTNB
ENSG00000105849
2
126
2.60E−25
5.20E−24
0.015625
YES


TXN
ENSG00000136810
15
112
2.43E−16
3.63E−15
0.11811024
YES


TXNL4A
ENSG00000141759
10
292
1.14E−47
5.12E−46
0.03311258
YES


TYMS
ENSG00000176890
8
252
1.08E−42
4.07E−41
0.03076923
YES


U2AF1
ENSG00000160201
5
260
1.79E−45
7.46E−44
0.01886792
YES


U2AF2
ENSG00000063244
23
982
 1.64E−121
 6.84E−119
0.02288557
YES


U2SURP
ENSG00000163714
125
867
7.41E−75
8.62E−73
0.12600806
YES


UBA1
ENSG00000130985
6
161
3.79E−29
8.64E−28
0.03592814
YES


UBA2
ENSG00000126261
9
223
1.09E−37
3.43E−36
0.0387931
YES


UBA3
ENSG00000144744
81
1257
 5.06E−125
 2.39E−122
0.06053812
YES


UBA52
ENSG00000221983
5
148
1.81E−27
3.89E−26
0.03267974
YES


UBAP1
ENSG00000165006
169
530
4.82E−29
1.09E−27
0.24177396
YES


UBE2H
ENSG00000186591
1035
1585
1.63E−12
2.10E−11
0.39503817
YES


UBE2I
ENSG00000103275
18
66
2.56E−07
2.67E−06
0.21428571
YES


UBE2L3
ENSG00000185651
178
832
2.54E−57
1.60E−55
0.17623762
YES


UBE2M
ENSG00000130725
62
161
7.41E−10
8.59E−09
0.27802691
YES


UBE2S
ENSG00000108106
0
13
0.00020486
0.0018405
0
YES


UBE2T
ENSG00000077152
40
130
7.41E−11
8.95E−10
0.23529412
YES


UBE3D
ENSG00000118420
183
273
0.00015275
0.00138156
0.40131579
YES


UBE4B
ENSG00000130939
1500
1825
0.00026776
0.00239207
0.45112782
YES


UBL5
ENSG00000198258
19
73
3.70E−08
4.03E−07
0.20652174
YES


UBR4
ENSG00000127481
769
1396
4.71E−20
7.99E−19
0.3551963
YES


UBTF
ENSG00000108312
102
601
2.79E−53
1.49E−51
0.14509246
YES


UCHL5
ENSG00000116750
305
944
6.35E−42
2.35E−40
0.24419536
YES


UFD1L
ENSG00000070010
5
101
3.91E−19
6.43E−18
0.04716981
YES


UMPS
ENSG00000114491
4
156
2.20E−29
5.06E−28
0.025
YES


UPF1
ENSG00000005007
6
107
1.07E−19
1.79E−18
0.05309735
YES


UPF2
ENSG00000151461
437
2284
 4.91E−115
 1.75E−112
0.16060272
YES


UQCC
ENSG00000101019
660
905
4.28E−06
4.24E−05
0.42172524
YES


UQCRC1
ENSG00000010256
46
221
2.78E−22
5.13E−21
0.17228464
YES


UQCRC2
ENSG00000140740
74
369
1.05E−33
2.82E−32
0.16704289
YES


UQCRFS1
ENSG00000169021
14
160
5.37E−25
1.06E−23
0.08045977
YES


UQCRQ
ENSG00000164405
5
46
1.20E−08
1.34E−07
0.09803922
YES


URB1
ENSG00000142207
10
262
3.38E−43
1.32E−41
0.03676471
YES


URB2
ENSG00000135763
87
166
3.59E−06
3.58E−05
0.34387352
YES


URI1
ENSG00000105176
164
1440
 2.66E−115
 9.66E−113
0.10224439
YES


URM1
ENSG00000167118
55
359
1.57E−38
5.05E−37
0.13285024
YES


UROD
ENSG00000126088
44
141
2.26E−11
2.78E−10
0.23783784
YES


USE1
ENSG00000053501
43
172
4.34E−16
6.43E−15
0.2
YES


USP10
ENSG00000103194
1768
2103
0.00071369
0.00617675
0.45672953
YES


USP36
ENSG00000055483
251
1600
 5.48E−106
 1.57E−103
0.13560238
YES


USP37
ENSG00000135913
44
326
5.94E−38
1.89E−36
0.11891892
YES


USP39
ENSG00000168883
3
123
3.29E−24
6.40E−23
0.02380952
YES


USP5
ENSG00000111667
1
150
4.61E−30
1.08E−28
0.00662252
YES


USP9X
ENSG00000124486
431
908
2.99E−22
5.51E−21
0.321882
YES


USPL1
ENSG00000132952
78
600
1.02E−60
7.33E−59
0.11504425
YES


UTP11L
ENSG00000183520
5
162
7.46E−30
1.74E−28
0.02994012
YES


UTP14A
ENSG00000156697
57
357
1.41E−37
4.44E−36
0.13768116
YES


UTP15
ENSG00000164338
9
160
2.02E−27
4.33E−26
0.05325444
YES


UTP18
ENSG00000011260
9
179
1.35E−30
3.24E−29
0.04787234
YES


UTP20
ENSG00000120800
9
130
2.91E−22
5.36E−21
0.0647482
YES


UTP6
ENSG00000108651
19
723
3.36E−97
7.61E−95
0.02560647
YES


UVRAG
ENSG00000198382
1147
2266
6.83E−32
1.71E−30
0.33606798
YES


UXT
ENSG00000126756
23
202
7.43E−28
1.62E−26
0.10222222
YES


VARS
ENSG00000204394
214
297
0.00094589
0.00811394
0.41878669
YES


VBP1
ENSG00000155959
99
195
2.88E−07
3.00E−06
0.33673469
YES


VCP
ENSG00000165280
25
128
3.75E−15
5.38E−14
0.16339869
YES


VEZT
ENSG00000028203
88
266
4.77E−17
7.31E−16
0.24858757
YES


VMP1
ENSG00000062716
797
13120
0
0
0.05726809
YES


VPS13D
ENSG00000048707
128
1418
 9.43E−124
 4.22E−121
0.08279431
YES


VPS25
ENSG00000131475
15
313
2.75E−48
1.26E−46
0.04573171
YES


VPS29
ENSG00000111237
59
308
2.65E−30
6.30E−29
0.16076294
YES


VPS33A
ENSG00000139719
296
427
3.88E−05
0.00036595
0.40940526
YES


VPS35
ENSG00000069329
26
253
1.83E−34
5.11E−33
0.09318996
YES


VPS36
ENSG00000136100
84
279
1.49E−19
2.47E−18
0.23140496
YES


VPS51
ENSG00000149823
43
90
6.31E−05
0.00058708
0.32330827
YES


VPS52
ENSG00000223501
218
403
4.15E−10
4.84E−09
0.3510467
YES


VPS53
ENSG00000141252
300
975
2.46E−45
1.02E−43
0.23529412
YES


VPS72
ENSG00000163159
35
392
1.60E−50
7.89E−49
0.08196721
YES


WAC
ENSG00000095787
118
731
7.58E−63
5.86E−61
0.13898704
YES


WAPAL
ENSG00000062650
60
279
4.81E−26
9.84E−25
0.17699115
YES


WARS
ENSG00000140105
98
705
4.58E−66
4.00E−64
0.12204234
YES


WARS2
ENSG00000116874
101
200
1.84E−07
1.93E−06
0.33554817
YES


WBP11
ENSG00000084463
5
138
9.68E−26
1.96E−24
0.03496503
YES


WBP4
ENSG00000120688
37
124
8.60E−11
1.03E−09
0.22981366
YES


WBSCR22
ENSG00000071462
9
159
2.98E−27
6.36E−26
0.05357143
YES


WDHD1
ENSG00000198554
171
943
9.44E−70
9.42E−68
0.1535009
YES


WDR12
ENSG00000138442
174
590
4.30E−34
1.18E−32
0.22774869
YES


WDR18
ENSG00000065268
17
241
1.31E−36
4.00E−35
0.06589147
YES


WDR20
ENSG00000140153
226
361
1.75E−06
1.76E−05
0.38500852
YES


WDR25
ENSG00000176473
52
163
2.23E−12
2.86E−11
0.24186047
YES


WDR3
ENSG00000065183
33
308
1.16E−39
3.89E−38
0.09677419
YES


WDR33
ENSG00000136709
51
485
2.29E−56
1.39E−54
0.09514925
YES


WDR36
ENSG00000134987
12
332
1.89E−52
9.82E−51
0.03488372
YES


WDR4
ENSG00000160193
219
699
9.21E−36
2.74E−34
0.23856209
YES


WDR43
ENSG00000163811
22
631
1.04E−85
1.62E−83
0.03369066
YES


WDR44
ENSG00000131725
339
772
2.13E−23
4.05E−22
0.30513051
YES


WDR46
ENSG00000227057
26
58
0.00040708
0.00359259
0.30952381
YES


WDR5
ENSG00000196363
24
81
6.14E−08
6.60E−07
0.22857143
YES


WDR55
ENSG00000120314
8
131
6.10E−23
1.14E−21
0.05755396
YES


WDR59
ENSG00000103091
54
176
1.23E−13
1.66E−12
0.23478261
YES


WDR70
ENSG00000082068
80
2013
 1.21E−181
 1.11E−178
0.03822265
YES


WDR74
ENSG00000133316
15
150
7.40E−23
1.38E−21
0.09090909
YES


WDR75
ENSG00000115368
3
180
5.91E−34
1.61E−32
0.01639344
YES


WDR77
ENSG00000116455
7
88
1.07E−15
1.56E−14
0.07368421
YES


WDR82
ENSG00000164091
30
546
2.77E−72
2.95E−70
0.05208333
YES


WDR92
ENSG00000243667
212
615
3.22E−29
7.34E−28
0.25634825
YES


WEE1
ENSG00000166483
8
215
6.16E−37
1.90E−35
0.03587444
YES


WIBG
ENSG00000170473
474
677
2.91E−06
2.90E−05
0.41181581
YES


WNK1
ENSG00000060237
929
1962
1.81E−34
5.06E−33
0.3213421
YES


WRB
ENSG00000182093
32
705
9.11E−90
1.59E−87
0.04341927
YES


XAB2
ENSG00000076924
0
21
3.47E−06
3.46E−05
0
YES


XPO1
ENSG00000082898
216
870
2.59E−52
1.33E−50
0.19889503
YES


XPO5
ENSG00000124571
49
294
1.09E−31
2.72E−30
0.14285714
YES


XRCC1
ENSG00000073050
636
858
1.58E−05
0.00015157
0.42570281
YES


XRCC2
ENSG00000196584
56
337
3.19E−35
9.22E−34
0.14249364
YES


XRCC3
ENSG00000126215
27
123
1.17E−13
1.58E−12
0.18
YES


XRCC6
ENSG00000196419
20
149
1.57E−20
2.72E−19
0.1183432
YES


XRN1
ENSG00000114127
172
656
3.36E−41
1.20E−39
0.20772947
YES


XRN2
ENSG00000088930
106
480
3.47E−38
1.11E−36
0.18088737
YES


YAE1D1
ENSG00000241127
5
114
1.71E−21
3.05E−20
0.04201681
YES


YARS
ENSG00000134684
92
945
8.17E−93
1.62E−90
0.08871745
YES


YARS2
ENSG00000139131
30
179
1.82E−21
3.26E−20
0.14354067
YES


YBX1
ENSG00000065978
30
188
7.18E−23
1.34E−21
0.13761468
YES


YEATS2
ENSG00000163872
377
560
1.46E−06
1.48E−05
0.40234792
YES


YEATS4
ENSG00000127337
125
271
9.07E−11
1.08E−09
0.31565657
YES


YKT6
ENSG00000106636
4
48
1.53E−09
1.76E−08
0.07692308
YES


YLPM1
ENSG00000119596
154
588
3.00E−38
9.63E−37
0.20754717
YES


YME1L1
ENSG00000136758
118
324
1.86E−17
2.87E−16
0.26696833
YES


YPEL5
ENSG00000119801
50
101
5.26E−05
0.00049103
0.33112583
YES


YRDC
ENSG00000196449
0
72
1.46E−16
2.20E−15
0
YES


YTHDC1
ENSG00000083896
19
392
1.92E−57
1.22E−55
0.04622871
YES


YY1
ENSG00000100811
9
140
5.29E−24
1.02E−22
0.06040268
YES


ZBTB11
ENSG00000066422
131
239
4.51E−07
4.65E−06
0.35405405
YES


ZBTB17
ENSG00000116809
53
328
5.10E−35
1.46E−33
0.13910761
YES


ZBTB2
ENSG00000181472
557
792
1.18E−06
1.20E−05
0.41289844
YES


ZBTB8OS
ENSG00000176261
35
569
5.74E−73
6.34E−71
0.05794702
YES


ZC3H11A
ENSG00000058673
193
332
1.55E−07
1.63E−06
0.36761905
YES


ZC3H13
ENSG00000123200
170
479
9.76E−24
1.86E−22
0.26194145
YES


ZC3H18
ENSG00000158545
8
151
2.11E−26
4.39E−25
0.05031447
YES


ZC3H4
ENSG00000130749
3180
8149
6.27E−93
1.26E−90
0.28069556
YES


ZC3H8
ENSG00000144161
32
486
5.04E−64
4.13E−62
0.06177606
YES


ZCCHC9
ENSG00000131732
4
117
1.40E−22
2.60E−21
0.03305785
YES


ZCRB1
ENSG00000139168
86
224
1.62E−12
2.09E−11
0.27741935
YES


ZFC3H1
ENSG00000133858
100
210
1.40E−08
1.55E−07
0.32258065
YES


ZFR
ENSG00000056097
329
453
0.0001864
0.00167721
0.42071611
YES


ZMAT2
ENSG00000146007
3
91
2.20E−18
3.52E−17
0.03191489
YES


ZMAT5
ENSG00000100319
38
190
2.44E−20
4.19E−19
0.16666667
YES


ZMYND8
ENSG00000101040
3526
6052
6.26E−33
1.63E−31
0.36813531
YES


ZNF131
ENSG00000172262
58
372
3.10E−39
1.02E−37
0.13488372
YES


ZNF143
ENSG00000166478
173
1017
3.43E−76
4.37E−74
0.14537815
YES


ZNF148
ENSG00000163848
1497
1830
0.00019557
0.00175885
0.44995491
YES


ZNF207
ENSG00000010244
65
444
3.43E−46
1.48E−44
0.12770138
YES


ZNF236
ENSG00000130856
230
801
4.51E−43
1.74E−41
0.22308438
YES


ZNF259
ENSG00000109917
3
86
1.90E−17
2.93E−16
0.03370787
YES


ZNF335
ENSG00000198026
83
459
2.85E−42
1.07E−40
0.15313653
YES


ZNF407
ENSG00000215421
213
452
1.49E−14
2.09E−13
0.32030075
YES


ZNF574
ENSG00000105732
11
70
1.55E−10
1.84E−09
0.13580247
YES


ZNF622
ENSG00000173545
26
71
6.55E−06
6.45E−05
0.26804124
YES


ZNHIT1
ENSG00000106400
69
184
3.22E−11
3.93E−10
0.27272727
YES


ZNHIT3
ENSG00000108278
10
57
1.48E−08
1.63E−07
0.14925373
YES


ZNHIT6
ENSG00000117174
34
171
8.36E−19
1.36E−17
0.16585366
YES


ZRANB2
ENSG00000132485
183
258
0.00106916
0.00911765
0.41496599
YES


ZRSR2
ENSG00000169249
170
370
2.30E−13
3.06E−12
0.31481481
YES


ZW10
ENSG00000086827
5
47
7.64E−09
8.53E−08
0.09615385
YES


ZZZ3
ENSG00000036549
371
1090
6.12E−43
2.34E−41
0.25393566
YES



















HAP1














GENE_SYMBOL
ENSEMBL_ID
tot. sense
tot. anti
p.val
q.val
ratio
selected

















AAMP
ENSG00000127837
12
106
1.57E−14
1.97E−13
0.10169492
YES


AARS
ENSG00000090861
167
1574
9.26E−94
1.44E−91
0.09592188
YES


AASDHPPT
ENSG00000149313
179
545
6.59E−23
1.04E−21
0.24723757
YES


AATF
ENSG00000108270
299
4255
 1.49E−171
 2.60E−168
0.06565657
YES


ABCB7
ENSG00000131269
104
1492
 3.69E−103
 7.85E−101
0.06516291
YES


ABCE1
ENSG00000164163
33
643
1.43E−65
8.18E−64
0.04881657
YES


ABCF1
ENSG00000204574
15
275
1.14E−35
2.60E−34
0.05172414
YES


ABT1
ENSG00000146109
8
83
1.23E−12
1.45E−11
0.08791209
YES


ACACA
ENSG00000132142
8907
11278
7.04E−07
6.82E−06
0.44126827
YES


ACIN1
ENSG00000100813
167
647
8.59E−33
1.80E−31
0.20515971
YES


ACO2
ENSG00000100412
616
1071
5.85E−12
6.71E−11
0.36514523
YES


ACTL6A
ENSG00000136518
31
412
8.85E−45
2.63E−43
0.06997743
YES


ACTR10
ENSG00000131966
28
253
3.42E−28
6.27E−27
0.09964413
YES


ACTR2
ENSG00000138071
207
567
1.69E−20
2.47E−19
0.26744186
YES


ACTR3
ENSG00000115091
1527
2991
1.40E−25
2.39E−24
0.33798141
YES


ACTR6
ENSG00000075089
88
416
6.47E−29
1.22E−27
0.17460317
YES


ACTR8
ENSG00000113812
69
367
1.05E−28
1.97E−27
0.15825688
YES


ADAR
ENSG00000160710
160
545
5.66E−26
9.79E−25
0.22695035
YES


ADAT2
ENSG00000189007
60
456
4.53E−40
1.19E−38
0.11627907
YES


ADSL
ENSG00000239900
110
1025
4.42E−73
3.28E−71
0.0969163
YES


ADSS
ENSG00000035687
406
724
1.59E−10
1.74E−09
0.35929204
YES


AFG3L2
ENSG00000141385
74
831
2.46E−68
1.54E−66
0.08176796
YES


AHCTF1
ENSG00000153207
157
873
8.67E−52
3.30E−50
0.15242718
YES


AHCY
ENSG00000101444
499
992
4.91E−16
6.39E−15
0.33467471
YES


AIFM1
ENSG00000156709
322
584
8.30E−10
8.94E−09
0.35540839
YES


AK2
ENSG00000004455
78
887
1.97E−71
1.38E−69
0.08082902
YES


AKIRIN2
ENSG00000135334
109
923
3.81E−66
2.23E−64
0.10562016
YES


ALDOA
ENSG00000149925
220
661
2.33E−25
3.93E−24
0.24971623
YES


ALG1
ENSG00000033011
41
482
2.15E−48
7.27E−47
0.07839388
YES


ALG11
ENSG00000253710
13
199
4.50E−27
7.99E−26
0.06132075
YES


ALG13
ENSG00000101901
23
255
3.25E−30
6.31E−29
0.08273381
YES


ALG14
ENSG00000172339
259
1415
1.35E−67
8.25E−66
0.15471924
YES


ALG2
ENSG00000119523
5
65
4.80E−11
5.37E−10
0.07142857
YES


ALG8
ENSG00000159063
2017
2649
6.16E−06
5.70E−05
0.43227604
YES


ALYREF
ENSG00000183684
49
481
9.03E−46
2.76E−44
0.09245283
YES


AMD1
ENSG00000123505
278
528
2.44E−10
2.68E−09
0.34491315
YES


ANAPC1
ENSG00000153107
327
1246
2.34E−47
7.63E−46
0.20788303
YES


ANAPC10
ENSG00000164162
45
590
4.24E−57
1.93E−55
0.07086614
YES


ANAPC11
ENSG00000141552
56
337
4.77E−29
9.04E−28
0.14249364
YES


ANAPC13
ENSG00000129055
236
846
8.67E−36
1.98E−34
0.2181146
YES


ANAPC15
ENSG00000110200
339
645
1.41E−11
1.60E−10
0.3445122
YES


ANAPC4
ENSG00000053900
46
539
3.56E−52
1.37E−50
0.07863248
YES


ANAPC5
ENSG00000089053
60
896
4.41E−77
3.87E−75
0.06276151
YES


ANKLE2
ENSG00000176915
91
350
7.27E−22
1.12E−20
0.20634921
YES


ANKRD17
ENSG00000132466
1572
3085
5.20E−26
9.02E−25
0.33755637
YES


ANLN
ENSG00000011426
141
2502
 1.32E−141
 7.00E−139
0.05334847
YES


AP2S1
ENSG00000042753
157
369
1.49E−12
1.74E−11
0.29847909
YES


APC
ENSG00000134982
337
816
4.66E−21
6.94E−20
0.29228101
YES


APEX1
ENSG00000100823
251
419
1.14E−06
1.10E−05
0.37462687
YES


API5
ENSG00000166181
100
236
1.49E−09
1.59E−08
0.29761905
YES


AQR
ENSG00000021776
61
548
1.78E−48
6.09E−47
0.1001642
YES


ARCN1
ENSG00000095139
44
719
2.57E−68
1.60E−66
0.0576671
YES


ARGLU1
ENSG00000134884
33
295
2.05E−31
4.12E−30
0.10060976
YES


ARL2
ENSG00000213465
161
457
8.19E−19
1.14E−17
0.2605178
YES


ARMC7
ENSG00000125449
122
730
1.87E−48
6.36E−47
0.14319249
YES


ARMC8
ENSG00000114098
615
798
0.00098044
0.00792012
0.43524416
YES


ARPC2
ENSG00000163466
878
2395
8.73E−44
2.52E−42
0.26825542
YES


ARPC3
ENSG00000111229
186
430
2.04E−13
2.46E−12
0.30194805
YES


ARPC4
ENSG00000241553
152
488
1.01E−22
1.58E−21
0.2375
YES


ASCC3
ENSG00000112249
754
2143
3.48E−44
1.02E−42
0.26026924
YES


ASUN
ENSG00000064102
408
821
6.47E−15
8.22E−14
0.33197722
YES


ATAD5
ENSG00000176208
371
758
9.32E−15
1.18E−13
0.32860939
YES


ATIC
ENSG00000138363
379
529
0.00028452
0.00240402
0.41740088
YES


ATL2
ENSG00000119787
267
880
1.76E−33
3.74E−32
0.23278117
YES


ATP13A1
ENSG00000105726
186
282
0.00033095
0.00278285
0.3974359
YES


ATP1A1
ENSG00000163399
557
1596
8.88E−39
2.23E−37
0.25870878
YES


ATP2A2
ENSG00000174437
103
1217
2.52E−87
3.22E−85
0.0780303
YES


ATP5A1
ENSG00000152234
137
583
2.66E−33
5.63E−32
0.19027778
YES


ATP5B
ENSG00000110955
115
506
3.25E−31
6.52E−30
0.18518519
YES


ATP5C1
ENSG00000165629
113
383
1.37E−20
2.01E−19
0.22782258
YES


ATP5E
ENSG00000124172
158
412
1.01E−15
1.31E−14
0.27719298
YES


ATP5F1
ENSG00000116459
154
500
2.30E−23
3.67E−22
0.23547401
YES


ATP5H
ENSG00000167863
92
335
3.34E−20
4.83E−19
0.21545667
YES


ATP5J2
ENSG00000241468
227
874
4.15E−39
1.05E−37
0.2061762
YES


ATP5L
ENSG00000167283
189
393
1.57E−10
1.73E−09
0.32474227
YES


ATP5O
ENSG00000241837
148
586
1.99E−31
4.02E−30
0.20163488
YES


ATP6AP1
ENSG00000071553
39
244
1.52E−23
2.44E−22
0.13780919
YES


ATP6AP2
ENSG00000182220
14
71
1.61E−08
1.66E−07
0.16470588
YES


ATP6V0B
ENSG00000117410
49
184
9.86E−14
1.20E−12
0.21030043
YES


ATP6V0C
ENSG00000185883
22
176
1.32E−20
1.93E−19
0.11111111
YES


ATP6V0D1
ENSG00000159720
42
434
2.39E−43
6.84E−42
0.08823529
YES


ATP6V1A
ENSG00000114573
430
1557
1.17E−50
4.20E−49
0.21640664
YES


ATP6V1D
ENSG00000100554
41
263
3.62E−25
6.09E−24
0.13486842
YES


ATP6V1E1
ENSG00000131100
74
330
1.13E−23
1.82E−22
0.18316832
YES


ATP6V1F
ENSG00000128524
44
292
1.40E−27
2.51E−26
0.13095238
YES


ATP6V1G1
ENSG00000136888
150
306
9.29E−09
9.61E−08
0.32894737
YES


ATR
ENSG00000175054
62
682
7.13E−60
3.56E−58
0.08333333
YES


ATRIP
ENSG00000164053
24
286
1.60E−33
3.41E−32
0.07741935
YES


ATRX
ENSG00000085224
2324
3135
3.67E−07
3.62E−06
0.425719
YES


ATXN10
ENSG00000130638
1166
1941
9.87E−14
1.20E−12
0.37528162
YES


AURKA
ENSG00000087586
47
300
1.38E−27
2.48E−26
0.13544669
YES


B4GALT5
ENSG00000158470
4135
4976
0.00036315
0.00303905
0.453847
YES


BANF1
ENSG00000175334
45
212
4.95E−18
6.81E−17
0.17509728
YES


BANP
ENSG00000172530
194
3016
 1.50E−150
 1.46E−147
0.06043614
YES


BARD1
ENSG00000138376
84
970
8.39E−76
7.04E−74
0.07969639
YES


BCAS2
ENSG00000116752
12
175
2.61E−24
4.29E−23
0.06417112
YES


BCCIP
ENSG00000107949
23
381
2.07E−44
6.11E−43
0.05693069
YES


BCL2
ENSG00000171791
1084
1651
1.58E−09
1.68E−08
0.39634369
YES


BCL2L1
ENSG00000171552
747
2552
2.07E−60
1.05E−58
0.22643225
YES


BCLAF1
ENSG00000029363
38
258
1.67E−25
2.84E−24
0.12837838
YES


BCS1L
ENSG00000074582
429
610
7.43E−05
0.00064929
0.41289702
YES


BDP1
ENSG00000145734
384
805
4.54E−16
5.91E−15
0.32296047
YES


BECN1
ENSG00000126581
121
279
3.08E−10
3.37E−09
0.3025
YES


BET1
ENSG00000105829
16
244
1.52E−31
3.08E−30
0.06153846
YES


BIRC5
ENSG00000089685
12
252
3.86E−34
8.35E−33
0.04545455
YES


BLM
ENSG00000197299
1010
1369
1.57E−05
0.00014221
0.42454813
YES


BMS1
ENSG00000165733
46
711
4.77E−67
2.88E−65
0.06076618
YES


BNIP1
ENSG00000113734
8
142
1.86E−21
2.82E−20
0.05333333
YES


BOD1L1
ENSG00000038219
66
182
5.82E−10
6.31E−09
0.26612903
YES


BORA
ENSG00000136122
80
329
3.47E−22
5.38E−21
0.19559902
YES


BPTF
ENSG00000171634
815
1540
1.22E−17
1.66E−16
0.34607219
YES


BRCA1
ENSG00000012048
561
2430
1.09E−74
8.75E−73
0.18756269
YES


BRCA2
ENSG00000139618
68
791
6.30E−67
3.79E−65
0.07916182
YES


BRD4
ENSG00000141867
1055
2244
2.33E−27
4.18E−26
0.31979388
YES


BRD8
ENSG00000112983
30
204
1.69E−21
2.58E−20
0.12820513
YES


BRF1
ENSG00000185024
133
758
3.24E−48
1.09E−46
0.14927048
YES


BRIP1
ENSG00000136492
2625
3496
6.15E−07
5.98E−06
0.42885149
YES


BRIX1
ENSG00000113460
17
272
1.60E−34
3.53E−33
0.05882353
YES


BTAF1
ENSG00000095564
131
1084
3.75E−72
2.70E−70
0.10781893
YES


BTF3
ENSG00000145741
129
493
2.92E−27
5.20E−26
0.2073955
YES


BUB1
ENSG00000169679
132
274
1.81E−08
1.86E−07
0.32512315
YES


BUB1B
ENSG00000156970
486
930
3.18E−14
3.94E−13
0.34322034
YES


BUB3
ENSG00000154473
31
204
3.56E−21
5.34E−20
0.13191489
YES


BUD13
ENSG00000137656
56
707
1.08E−63
5.84E−62
0.0733945
YES


BUD31
ENSG00000106245
148
374
3.82E−14
4.71E−13
0.2835249
YES


BYSL
ENSG00000112578
104
538
1.83E−36
4.26E−35
0.16199377
YES


C12orf45
ENSG00000151131
9
198
1.24E−28
2.32E−27
0.04347826
YES


C14orf166
ENSG00000087302
162
2224
 4.17E−126
 1.73E−123
0.06789606
YES


C15orf41
ENSG00000186073
3152
8868
2.88E−74
2.30E−72
0.26222962
YES


C16orf80
ENSG00000070761
154
457
6.87E−20
9.85E−19
0.25204583
YES


C18orf21
ENSG00000141428
108
394
1.50E−22
2.34E−21
0.21513944
YES


C19orf43
ENSG00000123144
277
458
8.32E−07
8.04E−06
0.37687075
YES


C1orf131
ENSG00000143633
36
465
2.19E−48
7.39E−47
0.07185629
YES


C21orf59
ENSG00000159079
145
518
2.13E−26
3.72E−25
0.21870287
YES


C22orf28
ENSG00000100220
19
144
2.34E−17
3.16E−16
0.11656442
YES


C3orf17
ENSG00000163608
32
554
4.10E−58
1.92E−56
0.05460751
YES


C6orf48
ENSG00000204387
861
1119
0.00030727
0.00259252
0.43484848
YES


C6orf57
ENSG00000154079
337
485
0.00013864
0.00119688
0.40997567
YES


C7orf73
ENSG00000243317
272
462
2.41E−07
2.40E−06
0.37057221
YES


C9orf114
ENSG00000198917
16
202
2.95E−26
5.14E−25
0.0733945
YES


C9orf78
ENSG00000136819
38
202
8.67E−19
1.21E−17
0.15833333
YES


CAB39
ENSG00000135932
182
363
2.87E−09
3.03E−08
0.33394495
YES


CAD
ENSG00000084774
254
460
1.37E−08
1.41E−07
0.3557423
YES


CALM2
ENSG00000143933
234
476
2.81E−11
3.17E−10
0.32957746
YES


CAMLG
ENSG00000164615
89
638
8.28E−49
2.83E−47
0.12242091
YES


CAPNS1
ENSG00000126247
375
524
0.00028434
0.00240368
0.41713014
YES


CAPZB
ENSG00000077549
219
687
2.45E−27
4.39E−26
0.24172185
YES


CARS
ENSG00000110619
42
590
4.74E−58
2.21E−56
0.0664557
YES


CASC3
ENSG00000108349
369
596
2.81E−07
2.79E−06
0.38238342
YES


CASC5
ENSG00000137812
107
793
6.58E−57
2.98E−55
0.11888889
YES


CCAR1
ENSG00000060339
763
1353
4.31E−14
5.30E−13
0.36058601
YES


CCDC115
ENSG00000136710
28
66
0.00024521
0.00208295
0.29787234
YES


CCDC130
ENSG00000104957
114
431
9.89E−25
1.64E−23
0.20917431
YES


CCDC174
ENSG00000154781
24
423
2.21E−48
7.44E−47
0.05369128
YES


CCDC47
ENSG00000108588
908
1312
4.09E−07
4.02E−06
0.40900901
YES


CCDC59
ENSG00000133773
19
255
1.03E−31
2.09E−30
0.06934307
YES


CCDC84
ENSG00000186166
61
576
5.22E−51
1.93E−49
0.09576138
YES


CCDC86
ENSG00000110104
51
389
5.78E−36
1.33E−34
0.11590909
YES


CCDC94
ENSG00000105248
15
288
3.43E−37
8.13E−36
0.04950495
YES


CCNA2
ENSG00000145386
31
124
6.40E−11
7.12E−10
0.2
YES


CCNF
ENSG00000162063
50
247
9.46E−21
1.39E−19
0.16835017
YES


CCNH
ENSG00000134480
44
251
6.94E−23
1.09E−21
0.14915254
YES


CCNK
ENSG00000090061
21
205
9.70E−25
1.61E−23
0.09292035
YES


CCP110
ENSG00000103540
448
1244
1.17E−32
2.43E−31
0.26477541
YES


CCT2
ENSG00000166226
3
122
6.82E−21
1.01E−19
0.024
YES


CCT3
ENSG00000163468
16
198
9.74E−26
1.67E−24
0.07476636
YES


CCT4
ENSG00000115484
74
790
3.48E−65
1.97E−63
0.08564815
YES


CCT5
ENSG00000150753
41
817
6.90E−77
5.91E−75
0.04778555
YES


CCT6A
ENSG00000146731
41
189
2.31E−16
3.04E−15
0.17826087
YES


CCT7
ENSG00000135624
52
860
9.05E−77
7.71E−75
0.05701754
YES


CCT8
ENSG00000156261
43
694
1.35E−66
8.07E−65
0.05834464
YES


CD3EAP
ENSG00000117877
109
335
5.79E−17
7.75E−16
0.2454955
YES


CDC123
ENSG00000151465
123
1646
 4.96E−107
 1.20E−104
0.06953081
YES


CDC16
ENSG00000130177
111
390
1.33E−21
2.03E−20
0.22155689
YES


CDC20
ENSG00000117399
12
93
1.42E−12
1.66E−11
0.11428571
YES


CDC23
ENSG00000094880
17
306
1.80E−38
4.44E−37
0.05263158
YES


CDC26
ENSG00000176386
22
238
1.64E−28
3.05E−27
0.08461538
YES


CDC27
ENSG00000004897
67
1871
 5.09E−131
 2.22E−128
0.03457172
YES


CDC37
ENSG00000105401
31
618
4.19E−64
2.31E−62
0.04776579
YES


CDC40
ENSG00000168438
63
863
8.33E−74
6.55E−72
0.06803456
YES


CDC42
ENSG00000070831
891
2871
2.09E−59
1.02E−57
0.23684211
YES


CDC45
ENSG00000093009
87
893
1.72E−69
1.14E−67
0.08877551
YES


CDC5L
ENSG00000096401
45
516
2.38E−50
8.51E−49
0.0802139
YES


CDC6
ENSG00000094804
171
568
5.96E−26
1.03E−24
0.23139378
YES


CDC7
ENSG00000097046
296
956
2.63E−34
5.77E−33
0.23642173
YES


CDC73
ENSG00000134371
118
1907
 5.09E−121
 1.74E−118
0.0582716
YES


CDCA5
ENSG00000146670
24
183
7.98E−21
1.18E−19
0.11594203
YES


CDIPT
ENSG00000103502
46
181
4.14E−14
5.10E−13
0.20264317
YES


CDK1
ENSG00000170312
33
1081
1.28E−97
2.29E−95
0.02962298
YES


CDK12
ENSG00000167258
89
1061
9.49E−81
9.42E−79
0.0773913
YES


CDK7
ENSG00000134058
74
1423
 1.10E−106
 2.63E−104
0.0494322
YES


CDK9
ENSG00000136807
7
115
5.64E−18
7.71E−17
0.05737705
YES


CDT1
ENSG00000167513
101
275
7.17E−13
8.47E−12
0.26861702
YES


CEBPD
ENSG00000221869
34
80
7.58E−05
0.00066134
0.29824561
YES


CEBPZ
ENSG00000115816
193
2393
 2.83E−127
 1.20E−124
0.07463264
YES


CENPA
ENSG00000115163
20
162
1.87E−19
2.66E−18
0.10989011
YES


CENPC1
ENSG00000145241
57
594
8.73E−54
3.57E−52
0.0875576
YES


CENPH
ENSG00000153044
103
723
2.36E−52
9.23E−51
0.12469734
YES


CENPJ
ENSG00000151849
19
303
2.35E−37
5.60E−36
0.05900621
YES


CENPL
ENSG00000120334
85
309
4.23E−19
5.96E−18
0.21573604
YES


CENPM
ENSG00000100162
70
739
2.92E−62
1.52E−60
0.08652658
YES


CENPN
ENSG00000166451
45
229
4.94E−20
7.11E−19
0.16423358
YES


CENPW
ENSG00000203760
17
144
4.36E−18
6.01E−17
0.10559006
YES


CEP135
ENSG00000174799
451
4832
 2.61E−166
 3.51E−163
0.08536816
YES


CEP152
ENSG00000103995
131
1344
1.76E−88
2.31E−86
0.08881356
YES


CEP192
ENSG00000101639
245
2163
 5.83E−108
 1.50E−105
0.10174419
YES


CEP350
ENSG00000135837
551
1622
1.51E−40
4.04E−39
0.2535665
YES


CEP44
ENSG00000164118
73
260
1.17E−16
1.55E−15
0.21921922
YES


CEP55
ENSG00000138180
50
423
9.65E−40
2.48E−38
0.10570825
YES


CEP57
ENSG00000166037
243
528
1.36E−13
1.65E−12
0.3151751
YES


CEP63
ENSG00000182923
304
885
6.71E−29
1.27E−27
0.25567704
YES


CEP85
ENSG00000130695
215
2392
 3.36E−123
 1.20E−120
0.08247027
YES


CEP97
ENSG00000182504
233
688
2.04E−25
3.45E−24
0.25298588
YES


CFDP1
ENSG00000153774
367
2209
2.09E−90
2.83E−88
0.14246894
YES


CHAF1A
ENSG00000167670
114
800
8.94E−56
3.88E−54
0.12472648
YES


CHAF1B
ENSG00000159259
250
396
1.29E−05
0.00011769
0.3869969
YES


CHCHD4
ENSG00000163528
62
682
7.13E−60
3.56E−58
0.08333333
YES


CHEK1
ENSG00000149554
163
702
8.77E−38
2.12E−36
0.18843931
YES


CHERP
ENSG00000085872
30
269
2.08E−29
3.96E−28
0.10033445
YES


CHMP2A
ENSG00000130724
179
437
8.68E−15
1.10E−13
0.29058442
YES


CHMP3
ENSG00000115561
331
1021
1.06E−33
2.26E−32
0.24482249
YES


CHMP4B
ENSG00000101421
235
3051
 9.95E−145
 6.43E−142
0.07151552
YES


CHMP6
ENSG00000176108
25
225
8.05E−26
1.39E−24
0.1
YES


CHORDC1
ENSG00000110172
152
556
2.95E−28
5.44E−27
0.21468927
YES


CHTF8
ENSG00000168802
350
1404
5.20E−53
2.06E−51
0.1995439
YES


CHTOP
ENSG00000160679
506
1166
2.00E−23
3.20E−22
0.30263158
YES


CIAO1
ENSG00000144021
19
215
9.22E−27
1.63E−25
0.08119658
YES


CIAPIN1
ENSG00000005194
67
744
1.67E−63
9.00E−62
0.08261406
YES


CINP
ENSG00000100865
21
268
1.63E−32
3.37E−31
0.07266436
YES


CIRH1A
ENSG00000141076
138
798
3.31E−50
1.18E−48
0.1474359
YES


CIT
ENSG00000122966
118
804
3.81E−55
1.62E−53
0.12798265
YES


CKAP5
ENSG00000175216
88
1500
 1.97E−107
 4.90E−105
0.05541562
YES


CLASP2
ENSG00000163539
2777
4045
5.00E−11
5.59E−10
0.40706538
YES


CLASRP
ENSG00000104859
51
182
4.92E−13
5.85E−12
0.21888412
YES


CLNS1A
ENSG00000074201
63
735
6.38E−64
3.49E−62
0.07894737
YES


CLP1
ENSG00000172409
13
111
7.00E−15
8.88E−14
0.10483871
YES


CLPB
ENSG00000162129
232
458
2.24E−10
2.45E−09
0.33623188
YES


CLSPN
ENSG00000092853
52
882
2.20E−78
2.02E−76
0.05567452
YES


CLTC
ENSG00000141367
337
1220
1.71E−44
5.05E−43
0.21644188
YES


CMPK1
ENSG00000162368
56
426
2.93E−38
7.14E−37
0.11618257
YES


CNOT1
ENSG00000125107
132
1662
 7.16E−106
 1.67E−103
0.0735786
YES


CNOT10
ENSG00000182973
404
795
5.74E−14
7.04E−13
0.33694746
YES


CNOT11
ENSG00000158435
111
246
7.00E−09
7.31E−08
0.31092437
YES


CNOT2
ENSG00000111596
936
1371
1.23E−07
1.24E−06
0.40572172
YES


CNOT3
ENSG00000088038
138
398
1.38E−17
1.87E−16
0.25746269
YES


COA5
ENSG00000183513
149
367
1.86E−13
2.24E−12
0.28875969
YES


COASY
ENSG00000068120
193
344
4.67E−07
4.57E−06
0.3594041
YES


COG1
ENSG00000166685
33
90
3.45E−06
3.24E−05
0.26829268
YES


COG2
ENSG00000135775
26
126
1.36E−12
1.59E−11
0.17105263
YES


COG3
ENSG00000136152
114
480
4.03E−29
7.65E−28
0.19191919
YES


COG4
ENSG00000103051
168
835
8.16E−47
2.58E−45
0.16749751
YES


COG5
ENSG00000164597
773
1114
1.38E−06
1.32E−05
0.40964494
YES


COG7
ENSG00000168434
259
506
9.71E−11
1.07E−09
0.33856209
YES


COG8
ENSG00000213380
560
999
2.16E−12
2.52E−11
0.35920462
YES


COPA
ENSG00000122218
25
421
8.11E−48
2.69E−46
0.05605381
YES


COPB1
ENSG00000129083
48
376
1.64E−35
3.69E−34
0.11320755
YES


COPB2
ENSG00000184432
17
431
8.69E−52
3.30E−50
0.03794643
YES


COPE
ENSG00000105669
23
290
2.36E−34
5.19E−33
0.07348243
YES


COPG1
ENSG00000181789
40
516
5.93E−52
2.27E−50
0.07194245
YES


COPS2
ENSG00000166200
27
557
4.23E−60
2.13E−58
0.04623288
YES


COPS3
ENSG00000141030
48
623
4.73E−59
2.27E−57
0.07153502
YES


COPS4
ENSG00000138663
41
628
1.10E−61
5.64E−60
0.0612855
YES


COPS6
ENSG00000168090
131
257
2.48E−07
2.46E−06
0.33762887
YES


COPS8
ENSG00000198612
9
197
1.68E−28
3.12E−27
0.04368932
YES


COPZ1
ENSG00000111481
120
926
9.59E−64
5.23E−62
0.11472275
YES


COQ3
ENSG00000132423
1018
1451
5.20E−07
5.07E−06
0.41231268
YES


COQ4
ENSG00000167113
376
521
0.0003916 
0.00327078
0.41917503
YES


COQ5
ENSG00000110871
562
852
4.70E−07
4.60E−06
0.39745403
YES


COX10
ENSG00000006695
1738
2799
3.10E−14
3.85E−13
0.38307251
YES


COX11
ENSG00000166260
217
412
5.40E−09
5.65E−08
0.34499205
YES


COX15
ENSG00000014919
284
561
1.20E−11
1.36E−10
0.33609467
YES


COX17
ENSG00000138495
319
511
1.39E−06
1.33E−05
0.38433735
YES


COX5B
ENSG00000135940
67
224
3.76E−14
4.64E−13
0.23024055
YES


COX6B1
ENSG00000126267
259
427
1.63E−06
1.56E−05
0.37755102
YES


COX7B
ENSG00000131174
285
630
1.58E−15
2.04E−14
0.31147541
YES


COX7C
ENSG00000127184
69
218
4.11E−13
4.91E−12
0.24041812
YES


CPSF2
ENSG00000165934
113
1059
1.13E−74
9.09E−73
0.09641638
YES


CPSF3
ENSG00000119203
55
276
1.12E−22
1.75E−21
0.16616314
YES


CPSF6
ENSG00000111605
40
464
5.72E−47
1.83E−45
0.07936508
YES


CRCP
ENSG00000241258
203
969
1.09E−49
3.80E−48
0.17320819
YES


CREBBP
ENSG00000005339
901
3728
1.61E−86
1.98E−84
0.19464247
YES


CRLS1
ENSG00000088766
26
581
1.38E−62
7.20E−61
0.04283361
YES


CRNKL1
ENSG00000101343
7
187
4.53E−28
8.29E−27
0.03608247
YES


CSDE1
ENSG00000009307
307
776
6.30E−22
9.72E−21
0.28347184
YES


CSE1L
ENSG00000124207
70
1414
 3.32E−107
 8.16E−105
0.04716981
YES


CSNK1A1
ENSG00000113712
261
1507
2.00E−72
1.47E−70
0.14762443
YES


CSNK2B
ENSG00000204435
142
233
0.00010391
0.00090062
0.37866667
YES


CSTF1
ENSG00000101138
59
611
1.09E−54
4.58E−53
0.0880597
YES


CSTF2
ENSG00000101811
89
269
2.15E−14
2.68E−13
0.24860335
YES


CSTF3
ENSG00000176102
170
1543
1.89E−91
2.68E−89
0.0992411
YES


CTC1
ENSG00000178971
303
482
2.88E−06
2.73E−05
0.38598726
YES


CTCF
ENSG00000102974
353
6449
 1.60E−213
 5.60E−210
0.0518965
YES


CTDP1
ENSG00000060069
20
84
1.43E−08
1.48E−07
0.19230769
YES


CTDSPL2
ENSG00000137770
1728
2779
3.95E−14
4.87E−13
0.38340359
YES


CTNNBL1
ENSG00000132792
538
3631
 3.65E−121
 1.27E−118
0.12904773
YES


CTPS1
ENSG00000171793
368
579
1.23E−06
1.18E−05
0.38859556
YES


CTR9
ENSG00000198730
163
486
8.54E−21
1.26E−19
0.25115562
YES


CTU1
ENSG00000142544
29
365
1.50E−40
4.01E−39
0.07360406
YES


CTU2
ENSG00000174177
39
166
4.32E−14
5.32E−13
0.1902439
YES


CUL1
ENSG00000055130
683
1704
1.74E−32
3.59E−31
0.28613322
YES


CUL2
ENSG00000108094
132
872
4.58E−57
2.08E−55
0.1314741
YES


CWC22
ENSG00000163510
12
228
3.48E−31
6.97E−30
0.05
YES


CWC25
ENSG00000108296
60
202
2.85E−13
3.42E−12
0.22900763
YES


CWF19L2
ENSG00000152404
200
526
1.68E−18
2.33E−17
0.27548209
YES


CXorf56
ENSG00000018610
63
259
8.38E−19
1.17E−17
0.19565217
YES


CYCS
ENSG00000172115
204
401
1.56E−09
1.67E−08
0.33719008
YES


DAD1
ENSG00000129562
24
246
9.23E−29
1.73E−27
0.08888889
YES


DAP3
ENSG00000132676
383
901
3.48E−21
5.22E−20
0.2982866
YES


DARS
ENSG00000115866
72
1302
 2.80E−100
5.50E−98
0.05240175
YES


DARS2
ENSG00000117593
431
654
2.86E−06
2.70E−05
0.39723502
YES


DBR1
ENSG00000138231
37
374
8.72E−39
2.19E−37
0.09002433
YES


DCAF7
ENSG00000136485
151
876
3.00E−53
1.20E−51
0.14703019
YES


DCP2
ENSG00000172795
163
642
4.00E−33
8.40E−32
0.20248447
YES


DCPS
ENSG00000110063
319
1003
3.75E−34
8.13E−33
0.24130106
YES


DCTN1
ENSG00000204843
137
353
5.02E−14
6.16E−13
0.27959184
YES


DCTN2
ENSG00000175203
15
84
3.88E−10
4.23E−09
0.15151515
YES


DCTN3
ENSG00000137100
7
88
7.51E−14
9.16E−13
0.07368421
YES


DCTN4
ENSG00000132912
69
889
4.88E−74
3.86E−72
0.07202505
YES


DCTN5
ENSG00000166847
82
1070
3.67E−83
4.14E−81
0.07118056
YES


DDB1
ENSG00000167986
27
238
1.01E−26
1.78E−25
0.10188679
YES


DDOST
ENSG00000244038
14
295
2.11E−38
5.21E−37
0.04530744
YES


DDX10
ENSG00000178105
1081
2423
1.88E−31
3.79E−30
0.30850457
YES


DDX18
ENSG00000088205
23
231
2.78E−27
4.96E−26
0.09055118
YES


DDX19A
ENSG00000168872
68
605
1.40E−51
5.30E−50
0.10104012
YES


DDX20
ENSG00000064703
21
174
1.07E−20
1.57E−19
0.10769231
YES


DDX21
ENSG00000165732
171
982
1.14E−56
5.09E−55
0.14830876
YES


DDX23
ENSG00000174243
71
884
4.06E−73
3.05E−71
0.07434555
YES


DDX24
ENSG00000089737
40
334
1.70E−33
3.61E−32
0.10695187
YES


DDX27
ENSG00000124228
66
551
2.55E−47
8.30E−46
0.10696921
YES


DDX39B
ENSG00000198563
233
903
4.14E−40
1.09E−38
0.20510563
YES


DDX3X
ENSG00000215301
397
649
7.32E−08
7.42E−07
0.37954111
YES


DDX46
ENSG00000145833
148
2479
 2.49E−139
 1.24E−136
0.05633803
YES


DDX47
ENSG00000213782
20
329
6.64E−40
1.72E−38
0.05730659
YES


DDX49
ENSG00000105671
24
322
1.24E−37
3.00E−36
0.06936416
YES


DDX51
ENSG00000185163
2
48
1.34E−09
1.43E−08
0.04
YES


DDX52
ENSG00000141141
61
444
1.31E−38
3.25E−37
0.12079208
YES


DDX54
ENSG00000123064
23
307
2.63E−36
6.10E−35
0.06969697
YES


DDX55
ENSG00000111364
50
912
3.87E−81
3.96E−79
0.05197505
YES


DDX56
ENSG00000136271
26
401
2.08E−45
6.28E−44
0.06088993
YES


DDX59
ENSG00000118197
208
571
1.20E−20
1.76E−19
0.26700899
YES


DDX6
ENSG00000110367
851
1368
1.37E−10
1.51E−09
0.38350608
YES


DENR
ENSG00000139726
335
517
6.37E−06
5.89E−05
0.39319249
YES


DGCR14
ENSG00000100056
16
216
4.74E−28
8.66E−27
0.06896552
YES


DGCR8
ENSG00000128191
237
1296
1.91E−64
1.06E−62
0.15459883
YES


DHDDS
ENSG00000117682
242
447
7.46E−09
7.77E−08
0.35123367
YES


DHFR
ENSG00000228716
43
534
1.16E−52
4.57E−51
0.0745234
YES


DHX15
ENSG00000109606
91
967
8.91E−74
6.98E−72
0.08601134
YES


DHX33
ENSG00000005100
74
753
2.85E−62
1.48E−60
0.08948005
YES


DHX35
ENSG00000101452
483
1237
7.31E−29
1.38E−27
0.28081395
YES


DHX36
ENSG00000174953
96
509
1.01E−35
2.30E−34
0.15867769
YES


DHX38
ENSG00000140829
46
176
1.61E−13
1.94E−12
0.20720721
YES


DHX8
ENSG00000067596
32
445
9.10E−48
3.01E−46
0.06708595
YES


DHX9
ENSG00000135829
34
517
4.95E−54
2.03E−52
0.06170599
YES


DIDO1
ENSG00000101191
186
1221
2.35E−69
1.54E−67
0.13219616
YES


DIEXF
ENSG00000117597
16
222
8.26E−29
1.55E−27
0.06722689
YES


DIMT1
ENSG00000086189
71
428
2.68E−34
5.86E−33
0.14228457
YES


DIS3
ENSG00000083520
17
189
3.58E−24
5.85E−23
0.08252427
YES


DKC1
ENSG00000130826
74
904
9.30E−74
7.25E−72
0.07566462
YES


DLD
ENSG00000091140
205
336
1.14E−05
0.00010414
0.37892791
YES


DLST
ENSG00000119689
37
353
1.54E−36
3.62E−35
0.09487179
YES


DMAP1
ENSG00000178028
7
56
1.09E−08
1.12E−07
0.11111111
YES


DNAJA3
ENSG00000103423
177
1128
3.12E−65
1.77E−63
0.13563218
YES


DNAJC11
ENSG00000007923
126
1424
2.91E−94
4.59E−92
0.08129032
YES


DNAJC19
ENSG00000205981
3
193
1.05E−30
2.09E−29
0.01530612
YES


DNAJC2
ENSG00000105821
346
900
6.64E−25
1.11E−23
0.2776886
YES


DNAJC8
ENSG00000126698
97
458
8.24E−31
1.64E−29
0.17477477
YES


DNAJC9
ENSG00000213551
1317
1651
0.00051895
0.00429549
0.44373315
YES


DNM1L
ENSG00000087470
109
869
3.45E−62
1.78E−60
0.11145194
YES


DNM2
ENSG00000079805
177
950
2.89E−53
1.16E−51
0.15705413
YES


DNMT1
ENSG00000130816
559
1329
1.79E−26
3.13E−25
0.29608051
YES


DNTTIP2
ENSG00000067334
19
200
7.67E−25
1.28E−23
0.08675799
YES


DOHH
ENSG00000129932
124
559
6.36E−34
1.36E−32
0.18155198
YES


DONSON
ENSG00000159147
38
505
1.43E−51
5.39E−50
0.06998158
YES


DPH5
ENSG00000117543
522
689
0.00082091
0.00669028
0.43104872
YES


DPY30
ENSG00000162961
96
187
5.20E−06
4.85E−05
0.33922261
YES


DR1
ENSG00000117505
161
498
4.63E−22
7.17E−21
0.24430956
YES


DSN1
ENSG00000149636
153
1104
1.24E−68
7.88E−67
0.12171838
YES


DTL
ENSG00000143476
99
1025
8.81E−76
7.36E−74
0.08807829
YES


DTYMK
ENSG00000168393
59
408
1.39E−35
3.15E−34
0.12633833
YES


DUT
ENSG00000128951
65
620
9.73E−54
3.97E−52
0.09489051
YES


DYNC1H1
ENSG00000197102
49
985
1.56E−86
1.93E−84
0.04738878
YES


DYNC1I2
ENSG00000077380
177
967
1.91E−54
7.96E−53
0.15472028
YES


DYNLRB1
ENSG00000125971
65
768
5.63E−66
3.24E−64
0.07803121
YES


DYRK1A
ENSG00000157540
660
4493
 6.14E−133
 2.82E−130
0.12808073
YES


E4F1
ENSG00000167967
38
204
4.94E−19
6.94E−18
0.15702479
YES


EAPP
ENSG00000129518
280
542
6.13E−11
6.82E−10
0.3406326
YES


EBNA1BP2
ENSG00000117395
7
119
1.44E−18
1.99E−17
0.05555556
YES


ECD
ENSG00000122882
97
502
7.48E−35
1.66E−33
0.16193656
YES


ECT2
ENSG00000114346
61
961
1.98E−81
2.06E−79
0.05968689
YES


EDC4
ENSG00000038358
200
351
7.01E−07
6.80E−06
0.36297641
YES


EED
ENSG00000074266
700
1055
1.34E−07
1.35E−06
0.3988604
YES


EEF1A1
ENSG00000156508
70
549
5.08E−46
1.57E−44
0.11308562
YES


EEF1G
ENSG00000254772
66
1338
 6.11E−104
 1.33E−101
0.04700855
YES


EEF2
ENSG00000167658
23
533
2.50E−59
1.21E−57
0.04136691
YES


EEFSEC
ENSG00000132394
1230
1685
2.95E−06
2.79E−05
0.4219554
YES


EFTUD2
ENSG00000108883
190
1295
4.09E−73
3.07E−71
0.12794613
YES


EHMT1
ENSG00000181090
1670
2464
7.67E−10
8.27E−09
0.4039671
YES


EIF1
ENSG00000173812
22
323
1.75E−38
4.33E−37
0.06376812
YES


EIF1AD
ENSG00000175376
142
339
3.29E−12
3.81E−11
0.2952183
YES


EIF1AX
ENSG00000173674
44
374
1.55E−36
3.63E−35
0.10526316
YES


EIF2B1
ENSG00000111361
23
444
7.54E−51
2.75E−49
0.04925054
YES


EIF2B2
ENSG00000119718
5
82
8.34E−14
1.01E−12
0.05747126
YES


EIF2B3
ENSG00000070785
97
1496
 4.84E−105
 1.08E−102
0.0608914
YES


EIF2B4
ENSG00000115211
24
139
5.69E−15
7.24E−14
0.14723926
YES


EIF2B5
ENSG00000145191
63
501
1.55E−43
4.46E−42
0.11170213
YES


EIF2S1
ENSG00000134001
58
412
2.84E−36
6.59E−35
0.12340426
YES


EIF2S2
ENSG00000125977
60
833
2.03E−72
1.48E−70
0.06718925
YES


EIF2S3
ENSG00000130741
232
1959
 7.89E−101
1.57E−98
0.10588772
YES


EIF3A
ENSG00000107581
60
930
1.59E−79
1.51E−77
0.06060606
YES


EIF3B
ENSG00000106263
35
491
3.09E−51
1.15E−49
0.06653992
YES


EIF3D
ENSG00000100353
207
855
4.07E−41
1.11E−39
0.19491525
YES


EIF3I
ENSG00000084623
25
349
2.99E−40
7.91E−39
0.06684492
YES


EIF3J
ENSG00000104131
98
571
8.79E−41
2.37E−39
0.14648729
YES


EIF3M
ENSG00000149100
40
535
1.01E−53
4.11E−52
0.06956522
YES


EIF4A1
ENSG00000161960
106
495
3.55E−32
7.25E−31
0.17637271
YES


EIF4A2
ENSG00000156976
189
529
3.15E−20
4.55E−19
0.2632312
YES


EIF4A3
ENSG00000141543
1
139
2.38E−24
3.92E−23
0.00714286
YES


EIF4B
ENSG00000063046
2002
3281
5.42E−16
7.04E−15
0.37895135
YES


EIF4E
ENSG00000151247
61
819
4.53E−71
3.14E−69
0.06931818
YES


EIF4G1
ENSG00000114867
69
209
3.54E−12
4.09E−11
0.24820144
YES


EIF4G2
ENSG00000110321
74
508
3.70E−41
1.01E−39
0.12714777
YES


EIF5
ENSG00000100664
49
233
2.07E−19
2.93E−18
0.17375887
YES


EIF5A
ENSG00000132507
45
370
8.42E−36
1.93E−34
0.10843373
YES


EIF5B
ENSG00000158417
219
2328
 8.59E−120
 2.88E−117
0.08598351
YES


EIF6
ENSG00000242372
55
339
1.53E−29
2.93E−28
0.13959391
YES


ELAC2
ENSG00000006744
23
218
1.17E−25
2.00E−24
0.09543568
YES


ELL
ENSG00000105656
60
570
9.23E−51
3.34E−49
0.0952381
YES


ELP2
ENSG00000134759
41
464
1.21E−46
3.78E−45
0.08118812
YES


ELP4
ENSG00000109911
84
1143
2.08E−87
2.67E−85
0.06845966
YES


ELP5
ENSG00000170291
70
492
9.78E−41
2.63E−39
0.12455516
YES


ELP6
ENSG00000163832
133
1414
4.09E−92
5.85E−90
0.08597285
YES


EMC3
ENSG00000125037
146
259
5.66E−06
5.26E−05
0.36049383
YES


EMC4
ENSG00000128463
124
256
4.74E−08
4.83E−07
0.32631579
YES


EMC7
ENSG00000134153
173
352
1.82E−09
1.93E−08
0.32952381
YES


ENO1
ENSG00000074800
455
883
2.64E−14
3.28E−13
0.34005979
YES


EPRS
ENSG00000136628
35
505
1.44E−52
5.67E−51
0.06481481
YES


ERAL1
ENSG00000132591
243
447
9.04E−09
9.36E−08
0.35217391
YES


ERCC2
ENSG00000104884
21
217
2.89E−26
5.05E−25
0.08823529
YES


ERCC3
ENSG00000163161
13
108
1.94E−14
2.42E−13
0.10743802
YES


ERCC4
ENSG00000175595
147
412
2.46E−17
3.31E−16
0.26296959
YES


ERH
ENSG00000100632
148
743
6.84E−44
1.99E−42
0.1661055
YES


ESF1
ENSG00000089048
78
1117
2.70E−87
3.42E−85
0.06527197
YES


ETF1
ENSG00000120705
115
1354
9.67E−93
1.43E−90
0.07828455
YES


EWSR1
ENSG00000182944
339
989
7.53E−31
1.50E−29
0.25527108
YES


EXOC1
ENSG00000090989
330
966
1.39E−30
2.74E−29
0.25462963
YES


EXOC2
ENSG00000112685
3068
4701
3.51E−14
4.34E−13
0.39490282
YES


EXOC4
ENSG00000131558
8241
11582
2.49E−12
2.89E−11
0.4157292
YES


EXOC5
ENSG00000070367
130
735
4.51E−47
1.46E−45
0.15028902
YES


EXOSC1
ENSG00000171311
118
301
1.70E−12
1.99E−11
0.28162291
YES


EXOSC10
ENSG00000171824
79
575
6.30E−46
1.95E−44
0.12079511
YES


EXOSC2
ENSG00000130713
56
755
1.48E−67
9.00E−66
0.06905055
YES


EXOSC3
ENSG00000107371
7
172
4.60E−26
7.99E−25
0.03910615
YES


EXOSC5
ENSG00000077348
40
493
8.94E−50
3.13E−48
0.0750469
YES


EXOSC7
ENSG00000075914
28
425
3.75E−47
1.21E−45
0.06181015
YES


EXOSC8
ENSG00000120699
159
899
2.94E−53
1.18E−51
0.15028355
YES


EXOSC9
ENSG00000123737
49
334
9.83E−31
1.95E−29
0.12793734
YES


EZH2
ENSG00000106462
710
1003
7.78E−06
7.16E−05
0.41447752
YES


FAF2
ENSG00000113194
511
846
2.74E−09
2.90E−08
0.37656595
YES


FAM178A
ENSG00000119906
182
314
3.21E−06
3.03E−05
0.36693548
YES


FAM204A
ENSG00000165669
118
277
1.75E−10
1.93E−09
0.29873418
YES


FAM210A
ENSG00000177150
93
488
1.64E−34
3.62E−33
0.16006885
YES


FAM32A
ENSG00000105058
15
175
4.28E−23
6.79E−22
0.07894737
YES


FAM50A
ENSG00000071859
17
50
0.00013312
0.00115041
0.25373134
YES


FAM60A
ENSG00000139146
744
1487
8.15E−20
1.17E−18
0.33348274
YES


FAM96B
ENSG00000166595
8
148
2.63E−22
4.09E−21
0.05128205
YES


FAM98B
ENSG00000171262
101
266
4.67E−12
5.38E−11
0.27520436
YES


FANCB
ENSG00000181544
402
633
6.05E−07
5.88E−06
0.3884058
YES


FANCC
ENSG00000158169
2508
3190
2.87E−05
0.00025634
0.44015444
YES


FANCD2
ENSG00000144554
702
1041
3.97E−07
3.91E−06
0.40275387
YES


FANCL
ENSG00000115392
482
773
4.37E−08
4.46E−07
0.38406375
YES


FANCM
ENSG00000187790
442
2099
4.71E−75
3.82E−73
0.17394726
YES


FARS2
ENSG00000145982
1137
1956
3.23E−15
4.15E−14
0.36760427
YES


FARSA
ENSG00000179115
34
480
1.62E−50
5.83E−49
0.06614786
YES


FARSB
ENSG00000116120
54
714
7.35E−65
4.13E−63
0.0703125
YES


FAU
ENSG00000149806
36
290
7.47E−30
1.44E−28
0.11042945
YES


FBL
ENSG00000105202
31
490
1.69E−52
6.63E−51
0.05950096
YES


FBXO5
ENSG00000112029
101
1522
 1.67E−105
 3.78E−103
0.06223044
YES


FCF1
ENSG00000119616
31
264
1.77E−28
3.27E−27
0.10508475
YES


FDPS
ENSG00000160752
691
953
3.45E−05
0.00030736
0.4203163
YES


FDX1L
ENSG00000267673
40
220
2.19E−20
3.19E−19
0.15384615
YES


FDXR
ENSG00000161513
73
178
2.27E−08
2.33E−07
0.29083665
YES


FEN1
ENSG00000168496
199
1106
1.58E−59
7.78E−58
0.15249042
YES


FGFR1OP
ENSG00000213066
105
306
5.07E−15
6.46E−14
0.25547445
YES


FGFR1OP2
ENSG00000111790
294
444
3.76E−05
0.00033421
0.39837398
YES


FH
ENSG00000091483
76
138
0.00019212
0.00164314
0.35514019
YES


FIP1L1
ENSG00000145216
40
498
2.98E−50
1.06E−48
0.07434944
YES


FIS1
ENSG00000214253
258
396
4.00E−05
0.0003549 
0.39449541
YES


FLII
ENSG00000177731
98
170
0.00015613
0.00134194
0.36567164
YES


FNBP4
ENSG00000109920
303
766
9.04E−22
1.38E−20
0.28344247
YES


FNTB
ENSG00000257365
101
1291
2.46E−92
3.61E−90
0.07255747
YES


FTSJ1
ENSG00000068438
243
376
4.06E−05
0.00036035
0.39256866
YES


FTSJ3
ENSG00000108592
48
170
2.41E−12
2.80E−11
0.22018349
YES


FUBP1
ENSG00000162613
228
964
5.18E−45
1.55E−43
0.19127517
YES


FUS
ENSG00000089280
166
305
4.55E−07
4.47E−06
0.35244161
YES


FXN
ENSG00000165060
98
339
2.20E−19
3.12E−18
0.22425629
YES


G3BP2
ENSG00000138757
458
808
7.92E−11
8.79E−10
0.36176935
YES


GAB2
ENSG00000033327
1758
3285
1.50E−23
2.42E−22
0.34860202
YES


GABPA
ENSG00000154727
115
1639
 1.82E−108
 4.74E−106
0.06556442
YES


GABPB1
ENSG00000104064
147
1297
4.01E−82
4.27E−80
0.10180055
YES


GADD45GIP1
ENSG00000179271
226
613
3.39E−21
5.10E−20
0.2693683
YES


GAPDH
ENSG00000111640
187
375
1.51E−09
1.61E−08
0.33274021
YES


GAR1
ENSG00000109534
171
402
3.09E−13
3.71E−12
0.29842932
YES


GARS
ENSG00000106105
79
1047
2.06E−82
2.21E−80
0.07015986
YES


GART
ENSG00000159131
466
1481
1.14E−42
3.22E−41
0.23934258
YES


GATC
ENSG00000257218
275
465
2.78E−07
2.76E−06
0.37162162
YES


GBF1
ENSG00000107862
192
2301
 1.28E−123
 4.67E−121
0.07701564
YES


GEMIN2
ENSG00000092208
84
423
1.55E−30
3.04E−29
0.16568047
YES


GEMIN4
ENSG00000179409
236
884
2.35E−38
5.76E−37
0.21071429
YES


GEMIN5
ENSG00000082516
56
416
2.97E−37
7.06E−36
0.11864407
YES


GEMIN8
ENSG00000046647
255
773
3.90E−28
7.15E−27
0.24805447
YES


GET4
ENSG00000239857
84
143
0.00055166
0.00455114
0.37004405
YES


GFER
ENSG00000127554
31
257
1.20E−27
2.16E−26
0.10763889
YES


GFM1
ENSG00000168827
178
472
1.62E−17
2.20E−16
0.27384615
YES


GGPS1
ENSG00000152904
1149
1435
0.00091051
0.00738258
0.44465944
YES


GINS1
ENSG00000101003
91
1056
6.67E−80
6.40E−78
0.0793374
YES


GINS2
ENSG00000131153
33
402
4.61E−43
1.31E−41
0.07586207
YES


GINS3
ENSG00000181938
78
496
5.54E−39
1.40E−37
0.1358885
YES


GLE1
ENSG00000119392
29
348
1.03E−38
2.56E−37
0.07692308
YES


GLTSCR2
ENSG00000105373
39
509
1.27E−51
4.83E−50
0.07116788
YES


GMNN
ENSG00000112312
197
390
1.62E−09
1.72E−08
0.33560477
YES


GMPS
ENSG00000163655
111
467
1.39E−28
2.59E−27
0.19204152
YES


GNB1L
ENSG00000185838
79
308
2.76E−20
4.00E−19
0.20413437
YES


GNB2L1
ENSG00000204628
191
810
1.04E−40
2.79E−39
0.19080919
YES


GNL2
ENSG00000134697
37
383
9.78E−40
2.51E−38
0.08809524
YES


GNL3
ENSG00000163938
91
883
1.02E−67
6.26E−66
0.09342916
YES


GNL3L
ENSG00000130119
140
932
1.20E−59
5.95E−58
0.13059701
YES


GOLT1B
ENSG00000111711
23
256
2.46E−30
4.79E−29
0.08243728
YES


GON4L
ENSG00000116580
1862
5657
9.31E−72
6.66E−70
0.24763931
YES


GOSR2
ENSG00000108433
9
414
3.21E−53
1.28E−51
0.0212766
YES


GPATCH1
ENSG00000076650
854
1258
1.56E−07
1.57E−06
0.40435606
YES


GPKOW
ENSG00000068394
21
150
1.79E−17
2.43E−16
0.12280702
YES


GPN1
ENSG00000198522
38
579
2.29E−58
1.08E−56
0.06158833
YES


GPN2
ENSG00000142751
37
177
5.39E−16
7.00E−15
0.1728972
YES


GPN3
ENSG00000111231
30
500
8.54E−54
3.50E−52
0.05660377
YES


GRB2
ENSG00000177885
1860
2552
2.82E−07
2.80E−06
0.42157752
YES


GRPEL1
ENSG00000109519
21
397
8.02E−47
2.54E−45
0.05023923
YES


GRWD1
ENSG00000105447
43
346
7.41E−34
1.59E−32
0.11053985
YES


GSPT1
ENSG00000103342
55
1189
4.81E−98
8.67E−96
0.04421222
YES


GTF2A1
ENSG00000165417
108
765
1.75E−54
7.31E−53
0.12371134
YES


GTF2A2
ENSG00000140307
95
1113
1.14E−82
1.25E−80
0.07864238
YES


GTF2B
ENSG00000137947
38
428
4.81E−44
1.41E−42
0.08154506
YES


GTF2E1
ENSG00000153767
52
433
3.83E−40
1.01E−38
0.10721649
YES


GTF2F1
ENSG00000125651
86
362
4.00E−24
6.50E−23
0.19196429
YES


GTF2F2
ENSG00000188342
297
3301
 2.84E−143
 1.65E−140
0.08254586
YES


GTF2H1
ENSG00000110768
265
1518
2.36E−72
1.71E−70
0.14862591
YES


GTF2H3
ENSG00000111358
82
1161
4.51E−89
6.02E−87
0.06596943
YES


GTF3A
ENSG00000122034
66
634
1.16E−54
4.87E−53
0.09428571
YES


GTF3C1
ENSG00000077235
23
265
2.05E−31
4.13E−30
0.07986111
YES


GTF3C3
ENSG00000119041
23
214
3.72E−25
6.24E−24
0.09704641
YES


GTF3C4
ENSG00000125484
97
519
2.16E−36
5.02E−35
0.15746753
YES


GTF3C5
ENSG00000148308
34
433
6.94E−46
2.14E−44
0.07280514
YES


GTF3C6
ENSG00000155115
139
965
3.30E−62
1.70E−60
0.1259058
YES


GTPBP10
ENSG00000105793
215
487
5.81E−14
7.12E−13
0.30626781
YES


GTPBP4
ENSG00000107937
38
627
1.45E−62
7.53E−61
0.05714286
YES


GTPBP5
ENSG00000101181
268
423
9.64E−06
8.83E−05
0.3878437
YES


GUK1
ENSG00000143774
282
397
0.00067021
0.00550059
0.41531664
YES


HARS
ENSG00000170445
14
180
3.66E−24
5.96E−23
0.07216495
YES


HARS2
ENSG00000112855
107
335
2.55E−17
3.43E−16
0.24208145
YES


HAUS1
ENSG00000152240
62
798
3.58E−69
2.33E−67
0.07209302
YES


HAUS2
ENSG00000137814
69
843
1.27E−70
8.65E−69
0.07565789
YES


HAUS3
ENSG00000214367
163
455
2.34E−18
3.24E−17
0.26375405
YES


HAUS4
ENSG00000092036
242
872
1.28E−36
2.99E−35
0.21723519
YES


HAUS5
ENSG00000249115
26
63
0.00023382
0.00199104
0.29213483
YES


HAUS6
ENSG00000147874
72
463
1.96E−37
4.69E−36
0.13457944
YES


HAUS7
ENSG00000213397
16
141
4.82E−18
6.64E−17
0.10191083
YES


HAUS8
ENSG00000131351
37
468
2.40E−48
8.05E−47
0.07326733
YES


HBS1L
ENSG00000112339
79
462
1.62E−35
3.67E−34
0.14602588
YES


HCFC1
ENSG00000172534
365
764
1.43E−15
1.84E−14
0.32329495
YES


HEATR1
ENSG00000119285
68
261
7.35E−18
1.00E−16
0.20668693
YES


HEATR3
ENSG00000155393
137
314
6.52E−11
7.25E−10
0.3037694
YES


HELQ
ENSG00000163312
164
300
6.18E−07
6.00E−06
0.35344828
YES


HINFP
ENSG00000172273
46
208
2.71E−17
3.64E−16
0.18110236
YES


HJURP
ENSG00000123485
42
251
1.80E−23
2.89E−22
0.14334471
YES


HMGCR
ENSG00000113161
148
408
7.34E−17
9.78E−16
0.26618705
YES


HMGCS1
ENSG00000112972
113
571
2.55E−37
6.08E−36
0.16520468
YES


HNRNPA1
ENSG00000135486
494
962
4.54E−15
5.79E−14
0.33928571
YES


HNRNPA2B1
ENSG00000122566
505
908
4.61E−12
5.31E−11
0.35739561
YES


HNRNPC
ENSG00000092199
85
1817
 3.10E−124
 1.18E−121
0.0446898
YES


HNRNPF
ENSG00000169813
1764
2637
1.28E−10
1.41E−09
0.400818
YES


HNRNPH1
ENSG00000169045
43
245
1.78E−22
2.78E−21
0.14930556
YES


HNRNPK
ENSG00000165119
150
547
6.98E−28
1.27E−26
0.21520803
YES


HNRNPL
ENSG00000104824
137
1254
1.07E−81
1.12E−79
0.09849029
YES


HNRNPM
ENSG00000099783
322
991
4.71E−33
9.84E−32
0.24523991
YES


HNRNPU
ENSG00000153187
37
137
5.04E−11
5.62E−10
0.21264368
YES


HSCB
ENSG00000100209
23
156
1.35E−17
1.83E−16
0.12849162
YES


HSD17B10
ENSG00000072506
145
309
1.52E−09
1.62E−08
0.31938326
YES


HSD17B12
ENSG00000149084
910
1783
1.39E−20
2.04E−19
0.33791311
YES


HSPA14
ENSG00000187522
202
453
3.82E−13
4.57E−12
0.30839695
YES


HSPA5
ENSG00000044574
6
156
2.52E−24
4.14E−23
0.03703704
YES


HSPA8
ENSG00000109971
13
189
9.19E−26
1.58E−24
0.06435644
YES


HSPA9
ENSG00000113013
43
1157
1.88E−99
3.56E−97
0.03583333
YES


HSPD1
ENSG00000144381
44
395
9.88E−39
2.46E−37
0.10022779
YES


HSPE1
ENSG00000115541
10
385
7.46E−50
2.62E−48
0.02531646
YES


HTATSF1
ENSG00000102241
49
175
1.08E−12
1.28E−11
0.21875
YES


HUS1
ENSG00000136273
24
360
8.33E−42
2.31E−40
0.0625
YES


IARS
ENSG00000196305
407
1227
3.31E−36
7.65E−35
0.24908201
YES


IDI1
ENSG00000067064
244
667
1.57E−22
2.45E−21
0.26783754
YES


IGBP1
ENSG00000089289
53
211
7.15E−16
9.27E−15
0.20075758
YES


IK
ENSG00000113141
6
151
1.25E−23
2.02E−22
0.03821656
YES


IKBKAP
ENSG00000070061
69
486
1.93E−40
5.14E−39
0.12432432
YES


ILF2
ENSG00000143621
57
434
9.11E−39
2.28E−37
0.11608961
YES


ILF3
ENSG00000129351
798
1251
2.25E−09
2.38E−08
0.38945827
YES


IMMT
ENSG00000132305
230
1678
4.06E−87
5.10E−85
0.12054507
YES


IMP4
ENSG00000136718
91
370
8.39E−24
1.36E−22
0.19739696
YES


IMPDH2
ENSG00000178035
296
466
5.59E−06
5.20E−05
0.38845144
YES


INCENP
ENSG00000149503
15
267
1.01E−34
2.24E−33
0.05319149
YES


INO80
ENSG00000128908
335
2970
 6.53E−126
 2.65E−123
0.10136157
YES


INO80C
ENSG00000153391
3485
4323
6.50E−05
0.00056925
0.44633709
YES


INSIG1
ENSG00000186480
39
86
0.00011923
0.00103137
0.312
YES


INTS12
ENSG00000138785
40
295
3.78E−29
7.19E−28
0.11940299
YES


INTS2
ENSG00000108506
244
749
4.79E−28
8.75E−27
0.24572004
YES


INTS3
ENSG00000143624
222
340
9.86E−05
0.00085536
0.39501779
YES


INTS4
ENSG00000149262
49
505
4.60E−48
1.53E−46
0.08844765
YES


INTS5
ENSG00000185085
77
190
7.12E−09
7.42E−08
0.28838951
YES


INTS7
ENSG00000143493
317
781
3.91E−21
5.86E−20
0.28870674
YES


IPO11
ENSG00000086200
345
1938
3.60E−81
3.70E−79
0.15111695
YES


IPO7
ENSG00000205339
93
972
1.29E−73
9.89E−72
0.08732394
YES


IPO9
ENSG00000198700
358
654
1.34E−10
1.48E−09
0.35375494
YES


IPPK
ENSG00000127080
164
285
5.27E−06
4.91E−05
0.36525612
YES


ISCA1
ENSG00000135070
231
633
6.48E−22
9.96E−21
0.26736111
YES


ISCU
ENSG00000136003
10
164
1.17E−23
1.89E−22
0.05747126
YES


ISG20L2
ENSG00000143319
127
438
7.05E−23
1.11E−21
0.22477876
YES


ISY1
ENSG00000240682
102
762
1.05E−55
4.53E−54
0.11805556
YES


IWS1
ENSG00000163166
441
605
0.00031165
0.00262565
0.42160612
YES


KANSL1
ENSG00000120071
473
7812
 9.36E−224
 4.09E−220
0.05709113
YES


KANSL2
ENSG00000139620
137
571
2.64E−32
5.42E−31
0.19350282
YES


KANSL3
ENSG00000114982
506
1063
1.09E−18
1.51E−17
0.32249841
YES


KARS
ENSG00000065427
49
674
4.45E−63
2.36E−61
0.06777317
YES


KAT7
ENSG00000136504
488
906
4.67E−13
5.56E−12
0.35007174
YES


KAT8
ENSG00000103510
7
50
1.08E−07
1.09E−06
0.12280702
YES


KCMF1
ENSG00000176407
705
1342
7.71E−17
1.03E−15
0.34440645
YES


KDM8
ENSG00000155666
311
690
1.85E−16
2.44E−15
0.31068931
YES


KIAA0391
ENSG00000100890
663
1327
7.98E−19
1.12E−17
0.33316583
YES


KIAA0947
ENSG00000164151
34
484
6.68E−51
2.45E−49
0.06563707
YES


KIAA1731
ENSG00000166004
130
613
3.27E−37
7.77E−36
0.17496635
YES


KIF11
ENSG00000138160
128
2451
 3.31E−142
 1.80E−139
0.04963164
YES


KIF14
ENSG00000118193
146
849
2.55E−52
9.90E−51
0.14673367
YES


KIF18A
ENSG00000121621
384
2394
5.84E−96
9.80E−94
0.13822894
YES


KIF4A
ENSG00000090889
2236
4027
6.15E−23
9.72E−22
0.3570174
YES


KIN
ENSG00000151657
12
171
9.05E−24
1.47E−22
0.06557377
YES


KPNA4
ENSG00000186432
208
318
0.00014663
0.00126218
0.39543726
YES


KPNB1
ENSG00000108424
163
1546
4.63E−93
7.03E−91
0.09537741
YES


KRI1
ENSG00000129347
42
150
2.15E−11
2.44E−10
0.21875
YES


KRR1
ENSG00000111615
15
256
2.11E−33
4.48E−32
0.05535055
YES


LAGE3
ENSG00000196976
32
85
8.49E−06
7.80E−05
0.27350427
YES


LAMTOR1
ENSG00000149357
295
703
7.50E−19
1.05E−17
0.29559118
YES


LAMTOR2
ENSG00000116586
115
269
3.10E−10
3.39E−09
0.29947917
YES


LAMTOR5
ENSG00000134248
346
606
3.64E−09
3.83E−08
0.36344538
YES


LARS
ENSG00000133706
92
1051
2.60E−79
2.47E−77
0.08048994
YES


LARS2
ENSG00000011376
1364
2307
1.79E−15
2.31E−14
0.37156088
YES


LAS1L
ENSG00000001497
15
95
8.96E−12
1.02E−10
0.13636364
YES


LDLR
ENSG00000130164
721
1239
2.14E−12
2.49E−11
0.36785714
YES


LENG1
ENSG00000105617
29
262
6.36E−29
1.20E−27
0.09965636
YES


LENG8
ENSG00000167615
149
257
1.40E−05
0.00012691
0.36699507
YES


LENG9
ENSG00000182909
12
37
0.00053974
0.004457 
0.24489796
YES


LEO1
ENSG00000166477
112
533
3.11E−34
6.76E−33
0.17364341
YES


LETM1
ENSG00000168924
81
806
1.57E−64
8.79E−63
0.09131905
YES


LIAS
ENSG00000121897
1127
1590
5.84E−07
5.69E−06
0.41479573
YES


LIG1
ENSG00000105486
93
294
4.72E−16
6.14E−15
0.24031008
YES


LIN52
ENSG00000205659
116
2201
 1.60E−134
 7.54E−132
0.05006474
YES


LIN54
ENSG00000189308
190
1653
2.30E−93
3.52E−91
0.10309278
YES


LIN9
ENSG00000183814
120
986
5.30E−68
3.27E−66
0.1084991
YES


LONP1
ENSG00000196365
125
1042
1.06E−70
7.28E−69
0.10711225
YES


LRPPRC
ENSG00000138095
3511
7126
1.38E−37
3.32E−36
0.33007427
YES


LRR1
ENSG00000165501
111
735
2.15E−51
8.09E−50
0.13120567
YES


LRRFIP1
ENSG00000124831
974
1387
7.32E−07
7.09E−06
0.41253706
YES


LSG1
ENSG00000041802
38
239
2.95E−23
4.70E−22
0.13718412
YES


LSM10
ENSG00000181817
314
462
7.90E−05
0.00068739
0.40463918
YES


LSM11
ENSG00000155858
13
112
4.99E−15
6.36E−14
0.104
YES


LSM2
ENSG00000204392
55
184
2.29E−12
2.66E−11
0.23012552
YES


LSM3
ENSG00000170860
46
515
6.10E−50
2.15E−48
0.08199643
YES


LSM4
ENSG00000130520
115
685
1.98E−46
6.18E−45
0.14375
YES


LSM5
ENSG00000106355
19
288
1.26E−35
2.87E−34
0.06188925
YES


LSM6
ENSG00000164167
12
128
9.32E−18
1.27E−16
0.08571429
YES


LTV1
ENSG00000135521
52
748
3.42E−68
2.13E−66
0.065
YES


LUC7L3
ENSG00000108848
83
1032
2.40E−80
2.34E−78
0.07443946
YES


LYRM4
ENSG00000214113
558
4970
 5.23E−157
 6.09E−154
0.10094067
YES


MAGOH
ENSG00000162385
11
177
5.36E−25
8.97E−24
0.05851064
YES


MALSU1
ENSG00000156928
124
352
6.22E−16
8.07E−15
0.2605042
YES


MAPK14
ENSG00000112062
1028
1317
0.00035307
0.00295889
0.43837953
YES


MARCH5
ENSG00000198060
505
663
0.00112719
0.00905955
0.43236301
YES


MARS
ENSG00000166986
67
877
1.03E−73
8.00E−72
0.07097458
YES


MASTL
ENSG00000120539
123
697
1.36E−45
4.12E−44
0.15
YES


MAT2A
ENSG00000168906
22
450
8.30E−52
3.17E−50
0.04661017
YES


MATR3
ENSG00000015479
3384
5409
2.62E−17
3.52E−16
0.38485159
YES


MAU2
ENSG00000129933
131
294
4.02E−10
4.38E−09
0.30823529
YES


MAX
ENSG00000125952
119
829
8.12E−57
3.64E−55
0.12552743
YES


MBNL1
ENSG00000152601
5262
6397
0.00010472
0.0009072 
0.45132516
YES


MCL1
ENSG00000143384
6
80
4.98E−13
5.92E−12
0.06976744
YES


MCM10
ENSG00000065328
68
506
1.33E−42
3.73E−41
0.1184669
YES


MCM2
ENSG00000073111
633
1552
3.74E−30
7.26E−29
0.28970252
YES


MCM3
ENSG00000112118
47
567
2.05E−54
8.52E−53
0.07654723
YES


MCM5
ENSG00000100297
128
724
1.21E−46
3.80E−45
0.15023474
YES


MCM6
ENSG00000076003
42
481
5.64E−48
1.88E−46
0.08030593
YES


MCM7
ENSG00000166508
34
403
7.95E−43
2.26E−41
0.0778032
YES


MCMBP
ENSG00000197771
153
732
4.92E−42
1.37E−40
0.17288136
YES


MCRS1
ENSG00000187778
72
505
2.05E−41
5.64E−40
0.12478336
YES


MCTS1
ENSG00000232119
120
402
5.35E−21
7.95E−20
0.22988506
YES


MDC1
ENSG00000137337
863
1617
1.16E−17
1.58E−16
0.34798387
YES


MDN1
ENSG00000112159
93
893
6.10E−68
3.75E−66
0.09432049
YES


MED1
ENSG00000125686
191
589
2.12E−24
3.50E−23
0.24487179
YES


MED10
ENSG00000133398
13
185
3.11E−25
5.22E−24
0.06565657
YES


MED12
ENSG00000184634
91
295
1.58E−16
2.09E−15
0.2357513
YES


MED13
ENSG00000108510
1402
1804
9.86E−05
0.00085536
0.43730505
YES


MED13L
ENSG00000123066
8435
10510
4.05E−06
3.79E−05
0.44523621
YES


MED14
ENSG00000180182
62
988
5.07E−83
5.61E−81
0.05904762
YES


MED15
ENSG00000099917
769
2544
4.01E−58
1.88E−56
0.23211591
YES


MED17
ENSG00000042429
58
282
1.49E−22
2.33E−21
0.17058824
YES


MED18
ENSG00000130772
329
842
2.09E−23
3.33E−22
0.28095645
YES


MED19
ENSG00000156603
9
120
7.71E−18
1.05E−16
0.06976744
YES


MED20
ENSG00000124641
15
365
9.39E−46
2.87E−44
0.03947368
YES


MED21
ENSG00000152944
7
200
9.00E−30
1.73E−28
0.03381643
YES


MED22
ENSG00000148297
94
271
1.09E−13
1.32E−12
0.25753425
YES


MED23
ENSG00000112282
221
373
1.86E−06
1.78E−05
0.37205387
YES


MED26
ENSG00000105085
197
3036
 1.03E−150
 1.06E−147
0.06093412
YES


MED27
ENSG00000160563
664
5089
 2.86E−148
 2.17E−145
0.11541804
YES


MED28
ENSG00000118579
16
327
3.17E−41
8.69E−40
0.04664723
YES


MED29
ENSG00000063322
31
202
6.34E−21
9.41E−20
0.13304721
YES


MED31
ENSG00000108590
28
364
8.51E−41
2.30E−39
0.07142857
YES


MED4
ENSG00000136146
19
362
6.92E−44
2.01E−42
0.04986877
YES


MED6
ENSG00000133997
20
197
4.44E−24
7.20E−23
0.0921659
YES


MED7
ENSG00000155868
55
141
1.07E−07
1.08E−06
0.28061224
YES


MED8
ENSG00000159479
11
114
4.06E−16
5.30E−15
0.088
YES


MED9
ENSG00000141026
46
550
3.49E−53
1.39E−51
0.07718121
YES


METAP1
ENSG00000164024
190
418
4.10E−12
4.74E−11
0.3125
YES


METAP2
ENSG00000111142
70
557
9.55E−47
3.01E−45
0.11164274
YES


METTL1
ENSG00000037897
75
314
8.47E−22
1.30E−20
0.19280206
YES


METTL14
ENSG00000145388
19
128
3.96E−15
5.06E−14
0.1292517
YES


METTL16
ENSG00000127804
639
4100
 5.88E−124
 2.19E−121
0.13483857
YES


METTL3
ENSG00000165819
66
544
1.11E−46
3.50E−45
0.10819672
YES


MFAP1
ENSG00000140259
24
680
1.12E−71
7.99E−70
0.03409091
YES


MFN2
ENSG00000116688
178
314
1.49E−06
1.42E−05
0.36178862
YES


MGEA5
ENSG00000198408
413
767
5.41E−12
6.21E−11
0.35
YES


MINOS1
ENSG00000173436
414
688
1.75E−08
1.80E−07
0.37568058
YES


MIPEP
ENSG00000027001
397
777
1.24E−13
1.50E−12
0.33816014
YES


MIS12
ENSG00000167842
9
214
1.08E−30
2.14E−29
0.04035874
YES


MIS18A
ENSG00000159055
25
376
3.76E−43
1.07E−41
0.06234414
YES


MIS18BP1
ENSG00000129534
307
768
1.90E−21
2.88E−20
0.2855814
YES


MKI67IP
ENSG00000155438
24
368
1.16E−42
3.25E−41
0.06122449
YES


MMS19
ENSG00000155229
139
2101
 2.16E−125
 8.59E−123
0.06205357
YES


MMS22L
ENSG00000146263
140
543
2.14E−29
4.07E−28
0.20497804
YES


MNAT1
ENSG00000020426
333
1232
1.01E−45
3.06E−44
0.21277955
YES


MNF1
ENSG00000137288
677
960
8.10E−06
7.46E−05
0.41356139
YES


MOB4
ENSG00000115540
24
302
2.28E−35
5.13E−34
0.07361963
YES


MPDU1
ENSG00000129255
858
1104
0.00050513
0.00418701
0.43730887
YES


MPHOSPH10
ENSG00000124383
71
550
7.76E−46
2.38E−44
0.11433172
YES


MPHOSPH6
ENSG00000135698
45
277
1.39E−25
2.37E−24
0.13975155
YES


MRPL10
ENSG00000159111
176
458
9.67E−17
1.28E−15
0.27760252
YES


MRPL11
ENSG00000174547
169
341
3.84E−09
4.04E−08
0.33137255
YES


MRPL12
ENSG00000262814
363
528
6.17E−05
0.00054116
0.40740741
YES


MRPL16
ENSG00000166902
66
234
1.99E−15
2.56E−14
0.22
YES


MRPL17
ENSG00000158042
140
357
6.43E−14
7.87E−13
0.28169014
YES


MRPL18
ENSG00000112110
723
2116
9.59E−46
2.92E−44
0.25466714
YES


MRPL19
ENSG00000115364
181
535
7.63E−22
1.17E−20
0.2527933
YES


MRPL2
ENSG00000112651
146
497
1.74E−24
2.89E−23
0.22706065
YES


MRPL20
ENSG00000242485
263
401
4.70E−05
0.00041566
0.39608434
YES


MRPL21
ENSG00000197345
134
406
6.58E−19
9.22E−18
0.24814815
YES


MRPL22
ENSG00000082515
107
405
9.22E−24
1.49E−22
0.20898438
YES


MRPL23
ENSG00000214026
478
819
4.45E−10
4.85E−09
0.36854279
YES


MRPL24
ENSG00000143314
452
819
1.12E−11
1.28E−10
0.35562549
YES


MRPL27
ENSG00000108826
174
566
2.62E−25
4.41E−24
0.23513514
YES


MRPL3
ENSG00000114686
378
1054
4.69E−30
9.07E−29
0.26396648
YES


MRPL32
ENSG00000106591
55
272
3.10E−22
4.82E−21
0.16819572
YES


MRPL33
ENSG00000243147
106
302
1.73E−14
2.16E−13
0.25980392
YES


MRPL34
ENSG00000130312
56
129
2.63E−06
2.49E−05
0.3027027
YES


MRPL35
ENSG00000132313
369
1138
9.04E−36
2.07E−34
0.24485733
YES


MRPL37
ENSG00000116221
81
271
3.99E−16
5.21E−15
0.23011364
YES


MRPL38
ENSG00000204316
163
372
5.03E−12
5.79E−11
0.3046729
YES


MRPL39
ENSG00000154719
119
326
1.73E−14
2.16E−13
0.26741573
YES


MRPL4
ENSG00000105364
159
402
8.30E−15
1.05E−13
0.28342246
YES


MRPL40
ENSG00000185608
464
696
3.30E−06
3.10E−05
0.4
YES


MRPL42
ENSG00000198015
282
544
7.03E−11
7.81E−10
0.34140436
YES


MRPL44
ENSG00000135900
78
264
5.02E−16
6.52E−15
0.22807018
YES


MRPL45
ENSG00000174100
121
375
1.95E−18
2.70E−17
0.24395161
YES


MRPL47
ENSG00000136522
156
440
3.21E−18
4.44E−17
0.26174497
YES


MRPL48
ENSG00000175581
1289
2431
2.01E−21
3.04E−20
0.34650538
YES


MRPL49
ENSG00000149792
129
406
9.41E−20
1.34E−18
0.2411215
YES


MRPL50
ENSG00000136897
165
434
1.93E−16
2.55E−15
0.2754591
YES


MRPL51
ENSG00000111639
189
362
1.62E−08
1.67E−07
0.3430127
YES


MRPL52
ENSG00000172590
57
199
1.35E−13
1.63E−12
0.22265625
YES


MRPL54
ENSG00000183617
284
643
2.10E−16
2.77E−15
0.30636462
YES


MRPL9
ENSG00000143436
96
224
4.36E−09
4.58E−08
0.3
YES


MRPS10
ENSG00000048544
283
699
6.44E−20
9.23E−19
0.28818737
YES


MRPS12
ENSG00000128626
261
371
0.0006513 
0.00535292
0.41297468
YES


MRPS14
ENSG00000120333
52
166
5.32E−11
5.93E−10
0.23853211
YES


MRPS15
ENSG00000116898
245
485
8.81E−11
9.75E−10
0.33561644
YES


MRPS16
ENSG00000182180
273
412
5.81E−05
0.00051042
0.39854015
YES


MRPS17
ENSG00000239789
68
187
4.15E−10
4.52E−09
0.26666667
YES


MRPS18A
ENSG00000096080
97
320
8.95E−18
1.22E−16
0.23261391
YES


MRPS18B
ENSG00000204568
691
1318
8.92E−17
1.19E−15
0.34395222
YES


MRPS18C
ENSG00000163319
106
333
2.57E−17
3.45E−16
0.24145786
YES


MRPS23
ENSG00000181610
179
368
6.51E−10
7.02E−09
0.32723949
YES


MRPS24
ENSG00000062582
90
182
2.49E−06
2.36E−05
0.33088235
YES


MRPS25
ENSG00000131368
145
437
1.07E−19
1.53E−18
0.24914089
YES


MRPS27
ENSG00000113048
2500
4701
3.28E−27
5.84E−26
0.347174
YES


MRPS30
ENSG00000112996
104
350
2.93E−19
4.14E−18
0.22907489
YES


MRPS31
ENSG00000102738
104
234
7.99E−09
8.31E−08
0.30769231
YES


MRPS33
ENSG00000090263
225
505
4.87E−14
5.99E−13
0.30821918
YES


MRPS35
ENSG00000061794
346
719
7.61E−15
9.65E−14
0.32488263
YES


MRPS36
ENSG00000134056
308
510
3.21E−07
3.17E−06
0.37652812
YES


MRPS5
ENSG00000144029
194
332
2.77E−06
2.62E−05
0.36882129
YES


MRPS6
ENSG00000243927
1650
2503
5.02E−11
5.60E−10
0.39730315
YES


MRPS7
ENSG00000125445
165
353
2.05E−10
2.25E−09
0.31853282
YES


MRPS9
ENSG00000135972
1797
3944
1.19E−36
2.79E−35
0.31301167
YES


MRTO4
ENSG00000053372
78
704
3.20E−57
1.46E−55
0.09974425
YES


MSL1
ENSG00000188895
177
384
3.13E−11
3.52E−10
0.31550802
YES


MSL2
ENSG00000174579
295
615
1.06E−13
1.29E−12
0.32417582
YES


MTERFD2
ENSG00000122085
158
331
1.21E−09
1.29E−08
0.32310838
YES


MTG1
ENSG00000148824
385
646
1.91E−08
1.96E−07
0.37342386
YES


MTHFD1
ENSG00000100714
628
1570
2.53E−31
5.08E−30
0.28571429
YES


MTOR
ENSG00000198793
38
377
8.96E−39
2.24E−37
0.09156627
YES


MTPAP
ENSG00000107951
369
1265
7.78E−43
2.21E−41
0.22582619
YES


MVD
ENSG00000167508
61
381
2.86E−32
5.87E−31
0.13800905
YES


MYBBP1A
ENSG00000132382
91
615
2.48E−46
7.74E−45
0.12889518
YES


MYBL2
ENSG00000101057
79
422
1.16E−31
2.35E−30
0.15768463
YES


MZT1
ENSG00000204899
29
207
3.35E−22
5.19E−21
0.12288136
YES


N6AMT1
ENSG00000156239
88
619
1.95E−47
6.38E−46
0.12446959
YES


NAA10
ENSG00000102030
6
73
6.64E−12
7.61E−11
0.07594937
YES


NAA15
ENSG00000164134
178
1161
3.70E−67
2.25E−65
0.13293503
YES


NAA20
ENSG00000173418
50
347
7.72E−32
1.57E−30
0.12594458
YES


NAA25
ENSG00000111300
310
2214
2.31E−99
4.35E−97
0.12282092
YES


NAA30
ENSG00000139977
216
310
0.00098586
0.00795659
0.41064639
YES


NAA38
ENSG00000128534
7
185
8.34E−28
1.51E−26
0.03645833
YES


NAA50
ENSG00000121579
103
813
2.00E−59
9.80E−58
0.11244541
YES


NACA
ENSG00000196531
126
1257
2.28E−84
2.67E−82
0.09110629
YES


NAE1
ENSG00000159593
92
722
5.15E−55
2.19E−53
0.11302211
YES


NAF1
ENSG00000145414
85
571
5.23E−44
1.53E−42
0.12957317
YES


NAPA
ENSG00000105402
22
216
9.02E−26
1.55E−24
0.09243697
YES


NAPG
ENSG00000134265
107
377
3.50E−21
5.25E−20
0.22107438
YES


NARFL
ENSG00000103245
14
112
1.20E−14
1.51E−13
0.11111111
YES


NARS
ENSG00000134440
102
655
5.15E−47
1.66E−45
0.1347424
YES


NARS2
ENSG00000137513
8814
12386
1.69E−12
1.98E−11
0.41575472
YES


NAT10
ENSG00000135372
83
730
5.32E−58
2.47E−56
0.10209102
YES


NBAS
ENSG00000151779
218
2864
 5.51E−141
 2.83E−138
0.07073329
YES


NCAPD2
ENSG00000010292
139
1059
1.11E−68
7.07E−67
0.11602671
YES


NCAPG
ENSG00000109805
152
1025
1.51E−63
8.16E−62
0.12914189
YES


NCAPH
ENSG00000121152
128
1163
5.27E−78
4.74E−76
0.09914795
YES


NCBP1
ENSG00000136937
30
523
5.95E−56
2.61E−54
0.05424955
YES


NCBP2
ENSG00000114503
29
606
9.61E−64
5.23E−62
0.04566929
YES


NCL
ENSG00000115053
19
443
3.16E−52
1.22E−50
0.04112554
YES


NCOA1
ENSG00000084676
939
1441
2.96E−09
3.12E−08
0.39453782
YES


NCOA2
ENSG00000140396
6515
10876
2.62E−24
4.30E−23
0.37461906
YES


NDC80
ENSG00000080986
137
1240
7.85E−81
7.84E−79
0.09949165
YES


NDUFA9
ENSG00000139180
406
641
4.81E−07
4.71E−06
0.38777459
YES


NDUFAB1
ENSG00000004779
32
309
2.40E−33
5.09E−32
0.09384164
YES


NDUFB4
ENSG00000065518
273
464
2.26E−07
2.25E−06
0.37042062
YES


NDUFV2
ENSG00000178127
1630
2687
3.82E−15
4.88E−14
0.37757702
YES


NEDD1
ENSG00000139350
63
389
1.54E−32
3.18E−31
0.13938053
YES


NEDD8
ENSG00000129559
49
696
6.71E−65
3.78E−63
0.06577181
YES


NELFA
ENSG00000185049
301
960
6.90E−34
1.48E−32
0.23869944
YES


NELFB
ENSG00000188986
27
80
3.05E−06
2.88E−05
0.25233645
YES


NELFE
ENSG00000204356
63
158
4.70E−08
4.80E−07
0.28506787
YES


NFAT5
ENSG00000102908
5189
6415
2.90E−05
0.00025948
0.44717339
YES


NFS1
ENSG00000244005
59
743
1.01E−65
5.79E−64
0.07356608
YES


NFYA
ENSG00000001167
310
1222
2.21E−48
7.44E−47
0.20234987
YES


NFYB
ENSG00000120837
666
980
9.43E−07
9.10E−06
0.40461725
YES


NFYC
ENSG00000066136
836
5904
 1.68E−150
 1.47E−147
0.12403561
YES


NGDN
ENSG00000129460
6
175
6.38E−27
1.13E−25
0.03314917
YES


NGRN
ENSG00000182768
192
532
5.00E−20
7.18E−19
0.26519337
YES


NHLRC2
ENSG00000196865
510
1105
2.76E−20
4.00E−19
0.31578947
YES


NHP2
ENSG00000145912
19
334
7.72E−41
2.09E−39
0.05382436
YES


NHP2L1
ENSG00000100138
63
1035
6.15E−86
7.41E−84
0.05737705
YES


NIP7
ENSG00000132603
44
353
2.67E−34
5.85E−33
0.11083123
YES


NIPBL
ENSG00000164190
322
3640
 2.09E−150
 1.74E−147
0.08127208
YES


NKAP
ENSG00000101882
93
361
1.66E−22
2.59E−21
0.20484581
YES


NLE1
ENSG00000073536
26
395
8.72E−45
2.60E−43
0.06175772
YES


NMD3
ENSG00000169251
87
232
3.27E−11
3.68E−10
0.27272727
YES


NMNAT1
ENSG00000173614
618
848
7.50E−05
0.00065485
0.42155525
YES


NOB1
ENSG00000141101
73
714
2.10E−59
1.02E−57
0.09275731
YES


NOC3L
ENSG00000173145
43
516
5.50E−51
2.03E−49
0.07692308
YES


NOC4L
ENSG00000184967
6
40
2.13E−06
2.03E−05
0.13043478
YES


NOL10
ENSG00000115761
51
775
1.29E−70
8.75E−69
0.06174334
YES


NOL11
ENSG00000130935
60
939
3.65E−80
3.54E−78
0.06006006
YES


NOL12
ENSG00000256872
57
745
1.82E−66
1.08E−64
0.07107232
YES


NOL6
ENSG00000165271
29
337
1.65E−37
3.97E−36
0.07923497
YES


NOL7
ENSG00000225921
7
111
2.23E−17
3.02E−16
0.05932203
YES


NOL8
ENSG00000198000
74
481
1.28E−38
3.16E−37
0.13333333
YES


NOL9
ENSG00000162408
25
287
2.83E−33
5.97E−32
0.08012821
YES


NOLC1
ENSG00000166197
204
1064
7.44E−56
3.25E−54
0.16088328
YES


NOM1
ENSG00000146909
8
93
3.40E−14
4.21E−13
0.07920792
YES


NONO
ENSG00000147140
978
1411
2.79E−07
2.77E−06
0.40937631
YES


NOP10
ENSG00000182117
31
362
1.57E−39
3.99E−38
0.07888041
YES


NOP14
ENSG00000087269
66
805
1.42E−68
8.94E−67
0.07577497
YES


NOP16
ENSG00000048162
44
592
1.36E−57
6.27E−56
0.06918239
YES


NOP2
ENSG00000111641
156
591
2.34E−30
4.58E−29
0.20883534
YES


NOP56
ENSG00000101361
92
345
3.60E−21
5.39E−20
0.21052632
YES


NOP58
ENSG00000055044
102
1120
2.18E−81
2.26E−79
0.08346972
YES


NOP9
ENSG00000196943
10
64
7.94E−09
8.26E−08
0.13513514
YES


NPAT
ENSG00000149308
52
729
1.13E−66
6.76E−65
0.06658131
YES


NPLOC4
ENSG00000182446
62
767
9.35E−67
5.61E−65
0.0747889
YES


NPM1
ENSG00000181163
77
377
1.03E−27
1.87E−26
0.16960352
YES


NRDE2
ENSG00000119720
42
643
1.19E−62
6.25E−61
0.06131387
YES


NRF1
ENSG00000106459
111
1579
 3.14E−106
 7.42E−104
0.06568047
YES


NSA2
ENSG00000164346
14
156
6.62E−21
9.81E−20
0.08235294
YES


NSF
ENSG00000073969
482
9808
 1.92E−251
 1.68E−247
0.04684159
YES


NSL1
ENSG00000117697
36
581
3.35E−59
1.62E−57
0.05834684
YES


NSMCE1
ENSG00000169189
551
842
3.29E−07
3.25E−06
0.39554917
YES


NSMCE4A
ENSG00000107672
49
237
7.15E−20
1.02E−18
0.17132867
YES


NSRP1
ENSG00000126653
408
3057
 1.78E−118
 5.64E−116
0.11774892
YES


NSUN4
ENSG00000117481
299
437
0.00013157
0.00113753
0.40625
YES


NUBP1
ENSG00000103274
25
368
2.67E−42
7.46E−41
0.06361323
YES


NUBP2
ENSG00000095906
15
193
1.76E−25
2.98E−24
0.07211538
YES


NUDC
ENSG00000090273
54
779
4.93E−70
3.29E−68
0.06482593
YES


NUDCD3
ENSG00000015676
79
587
5.44E−47
1.75E−45
0.11861862
YES


NUDT21
ENSG00000167005
50
543
2.67E−51
1.00E−49
0.08431703
YES


NUF2
ENSG00000143228
13
316
3.42E−41
9.36E−40
0.03951368
YES


NUFIP1
ENSG00000083635
46
303
3.23E−28
5.94E−27
0.13180516
YES


NUP107
ENSG00000111581
36
431
5.20E−45
1.55E−43
0.07708779
YES


NUP133
ENSG00000069248
43
315
1.85E−30
3.61E−29
0.12011173
YES


NUP153
ENSG00000124789
226
3168
 3.10E−150
 2.46E−147
0.0665881
YES


NUP155
ENSG00000113569
82
966
4.77E−76
4.05E−74
0.07824427
YES


NUP160
ENSG00000030066
118
1521
 1.69E−101
3.43E−99
0.07199512
YES


NUP188
ENSG00000095319
380
606
4.57E−07
4.48E−06
0.38539554
YES


NUP205
ENSG00000155561
49
653
2.60E−61
1.33E−59
0.06980057
YES


NUP214
ENSG00000126883
86
679
4.94E−53
1.96E−51
0.1124183
YES


NUP43
ENSG00000120253
21
213
9.28E−26
1.59E−24
0.08974359
YES


NUP50
ENSG00000093000
361
504
0.00034373
0.0028834 
0.41734104
YES


NUP54
ENSG00000138750
24
439
5.46E−50
1.93E−48
0.05183585
YES


NUP85
ENSG00000125450
127
1056
3.45E−71
2.41E−69
0.10735418
YES


NUP88
ENSG00000108559
39
501
7.29E−51
2.66E−49
0.07222222
YES


NUP93
ENSG00000102900
187
2766
 6.74E−143
 3.80E−140
0.06332543
YES


NUP98
ENSG00000110713
68
851
1.67E−71
1.18E−69
0.07399347
YES


NUPL1
ENSG00000139496
46
405
3.88E−39
9.83E−38
0.10199557
YES


NUPL2
ENSG00000136243
351
704
1.23E−13
1.49E−12
0.33270142
YES


NUS1
ENSG00000153989
13
87
2.72E−11
3.06E−10
0.13
YES


NUSAP1
ENSG00000137804
2002
2731
3.07E−07
3.04E−06
0.42298753
YES


NUTF2
ENSG00000102898
19
616
4.35E−68
2.69E−66
0.02992126
YES


NVL
ENSG00000143748
75
765
5.98E−63
3.15E−61
0.08928571
YES


OGDH
ENSG00000105953
230
1865
1.25E−96
2.16E−94
0.1097852
YES


OGT
ENSG00000147162
363
1933
2.91E−78
2.64E−76
0.15810105
YES


OIP5
ENSG00000104147
69
947
3.26E−78
2.95E−76
0.06791339
YES


OPA1
ENSG00000198836
270
822
2.57E−29
4.87E−28
0.24725275
YES


ORAOV1
ENSG00000149716
7
140
1.28E−21
1.96E−20
0.04761905
YES


ORC1
ENSG00000085840
109
595
2.76E−40
7.34E−39
0.15482955
YES


ORC2
ENSG00000115942
67
352
1.12E−27
2.03E−26
0.15990453
YES


ORC3
ENSG00000135336
297
3320
 6.62E−144
 4.13E−141
0.08211225
YES


ORC4
ENSG00000115947
288
478
4.98E−07
4.86E−06
0.37597911
YES


ORC5
ENSG00000164815
84
1013
8.67E−79
8.10E−77
0.07657247
YES


ORC6
ENSG00000091651
28
347
5.88E−39
1.48E−37
0.07466667
YES


OSBP
ENSG00000110048
24
188
1.79E−21
2.72E−20
0.11320755
YES


OSGEP
ENSG00000092094
87
419
1.95E−29
3.72E−28
0.17193676
YES


OXA1L
ENSG00000155463
33
305
1.48E−32
3.07E−31
0.09763314
YES


PA2G4
ENSG00000170515
623
971
3.26E−08
3.33E−07
0.39084065
YES


PABPC1
ENSG00000070756
34
188
3.07E−18
4.26E−17
0.15315315
YES


PABPN1
ENSG00000100836
37
340
4.00E−35
8.95E−34
0.09814324
YES


PAF1
ENSG00000006712
60
265
3.49E−20
5.02E−19
0.18461538
YES


PAFAH1B1
ENSG00000007168
144
2118
 4.11E−125
 1.59E−122
0.06366048
YES


PAICS
ENSG00000128050
347
1360
5.26E−51
1.94E−49
0.20328061
YES


PAK1IP1
ENSG00000111845
66
674
4.66E−58
2.18E−56
0.08918919
YES


PALB2
ENSG00000083093
161
1232
3.90E−75
3.19E−73
0.11557789
YES


PAM16
ENSG00000217930
60
478
3.34E−42
9.32E−41
0.11152416
YES


PAPOLG
ENSG00000115421
72
388
4.61E−30
8.91E−29
0.15652174
YES


PARN
ENSG00000140694
6613
8195
1.26E−05
0.00011479
0.44658293
YES


PARS2
ENSG00000162396
159
277
6.02E−06
5.58E−05
0.3646789
YES


PAXBP1
ENSG00000159086
59
780
1.21E−68
7.70E−67
0.07032181
YES


PCBP2
ENSG00000197111
226
592
9.38E−20
1.34E−18
0.27628362
YES


PCF11
ENSG00000165494
38
350
6.93E−36
1.59E−34
0.09793814
YES


PCID2
ENSG00000126226
20
522
2.12E−59
1.03E−57
0.03690037
YES


PCNA
ENSG00000132646
1190
1701
1.53E−07
1.54E−06
0.41162228
YES


PCNP
ENSG00000081154
292
611
9.49E−14
1.15E−12
0.32336656
YES


PCNT
ENSG00000160299
1190
2711
4.83E−34
1.04E−32
0.30504999
YES


PCYT1A
ENSG00000161217
816
1118
2.27E−05
0.00020394
0.42192347
YES


PDAP1
ENSG00000106244
112
793
1.04E−55
4.51E−54
0.12375691
YES


PDCD11
ENSG00000148843
70
608
2.77E−51
1.04E−49
0.10324484
YES


PDCD2
ENSG00000071994
19
148
6.59E−18
9.01E−17
0.11377246
YES


PDCL
ENSG00000136940
205
343
4.83E−06
4.51E−05
0.37408759
YES


PDPK1
ENSG00000140992
26
183
3.84E−20
5.52E−19
0.12440191
YES


PDRG1
ENSG00000088356
12
214
2.03E−29
3.88E−28
0.05309735
YES


PDS5A
ENSG00000121892
1648
2932
9.96E−20
1.42E−18
0.35982533
YES


PDSS1
ENSG00000148459
731
933
0.00117642
0.00944216
0.43930288
YES


PDSS2
ENSG00000164494
12182
14954
7.08E−06
6.53E−05
0.44892394
YES


PES1
ENSG00000100029
22
641
3.83E−69
2.49E−67
0.0331825
YES


PET112
ENSG00000059691
692
1216
4.44E−13
5.29E−12
0.36268344
YES


PET117
ENSG00000232838
312
569
8.42E−10
9.06E−09
0.35414302
YES


PFAS
ENSG00000178921
969
1463
8.75E−09
9.07E−08
0.3984375
YES


PFDN1
ENSG00000113068
771
1164
5.62E−08
5.71E−07
0.39844961
YES


PFDN2
ENSG00000143256
36
475
2.32E−49
8.05E−48
0.0704501
YES


PFDN5
ENSG00000123349
191
362
2.51E−08
2.56E−07
0.34538879
YES


PFDN6
ENSG00000204220
33
114
3.89E−09
4.09E−08
0.2244898
YES


PGAM1
ENSG00000171314
242
897
2.73E−38
6.65E−37
0.21246708
YES


PGD
ENSG00000142657
99
328
3.77E−18
5.20E−17
0.23185012
YES


PGGT1B
ENSG00000164219
87
452
1.39E−32
2.88E−31
0.16141002
YES


PGK1
ENSG00000102144
109
647
1.10E−44
3.26E−43
0.14417989
YES


PGM3
ENSG00000013375
168
269
9.17E−05
0.00079614
0.38443936
YES


PGS1
ENSG00000087157
49
350
1.86E−32
3.84E−31
0.12280702
YES


PHB
ENSG00000167085
2
239
5.80E−37
1.37E−35
0.00829876
YES


PHF23
ENSG00000040633
215
455
7.28E−12
8.33E−11
0.32089552
YES


PHF5A
ENSG00000100410
13
157
1.91E−21
2.89E−20
0.07647059
YES


PIK3C3
ENSG00000078142
196
600
1.83E−24
3.04E−23
0.24623116
YES


PIK3R4
ENSG00000196455
449
848
3.75E−13
4.48E−12
0.3461835
YES


PLK1
ENSG00000166851
13
120
3.37E−16
4.40E−15
0.09774436
YES


PLK4
ENSG00000142731
27
217
3.97E−24
6.46E−23
0.11065574
YES


PLRG1
ENSG00000171566
3
92
2.40E−16
3.15E−15
0.03157895
YES


PMF1
ENSG00000160783
54
763
8.83E−69
5.67E−67
0.06609547
YES


PMM2
ENSG00000140650
827
1197
6.70E−07
6.50E−06
0.40859684
YES


PMPCA
ENSG00000165688
14
241
5.62E−32
1.15E−30
0.05490196
YES


PMPCB
ENSG00000105819
8
223
2.89E−32
5.92E−31
0.03463203
YES


PMVK
ENSG00000163344
322
645
5.81E−13
6.89E−12
0.33298862
YES


PNISR
ENSG00000132424
63
524
1.09E−45
3.31E−44
0.10732538
YES


PNN
ENSG00000100941
46
553
1.86E−53
7.54E−52
0.07679466
YES


PNO1
ENSG00000115946
26
383
1.57E−43
4.51E−42
0.06356968
YES


PNPT1
ENSG00000138035
108
413
2.70E−24
4.43E−23
0.20729367
YES


POLA1
ENSG00000101868
436
8535
 1.21E−238
 7.03E−235
0.04860105
YES


POLA2
ENSG00000014138
281
801
1.51E−26
2.66E−25
0.25970425
YES


POLD1
ENSG00000062822
158
660
1.85E−35
4.16E−34
0.19315403
YES


POLD2
ENSG00000106628
286
875
1.41E−30
2.77E−29
0.24633936
YES


POLD3
ENSG00000077514
47
771
1.62E−71
1.15E−69
0.05745721
YES


POLE
ENSG00000177084
46
249
4.41E−22
6.83E−21
0.1559322
YES


POLE2
ENSG00000100479
64
694
2.71E−60
1.37E−58
0.08443272
YES


POLG2
ENSG00000256525
415
616
1.14E−05
0.00010428
0.40252182
YES


POLR1A
ENSG00000068654
69
491
6.48E−41
1.76E−39
0.12321429
YES


POLR1B
ENSG00000125630
61
788
1.10E−68
7.02E−67
0.07184923
YES


POLR1C
ENSG00000171453
23
579
1.84E−63
9.88E−62
0.03820598
YES


POLR1E
ENSG00000137054
73
438
9.44E−35
2.09E−33
0.14285714
YES


POLR2A
ENSG00000181222
39
1003
1.03E−90
1.43E−88
0.03742802
YES


POLR2B
ENSG00000047315
39
524
5.00E−53
1.99E−51
0.06927176
YES


POLR2C
ENSG00000102978
36
328
3.92E−34
8.47E−33
0.0989011
YES


POLR2D
ENSG00000144231
28
355
7.94E−40
2.05E−38
0.07310705
YES


POLR2E
ENSG00000099817
15
219
7.90E−29
1.48E−27
0.06410256
YES


POLR2F
ENSG00000100142
83
460
2.55E−34
5.59E−33
0.15285451
YES


POLR2I
ENSG00000105258
11
39
0.0001462 
0.00125903
0.22
YES


POLR2L
ENSG00000177700
16
150
2.69E−19
3.80E−18
0.09638554
YES


POLR3A
ENSG00000148606
23
319
1.16E−37
2.79E−36
0.06725146
YES


POLR3B
ENSG00000013503
147
2580
 1.97E−143
 1.19E−140
0.05390539
YES


POLR3C
ENSG00000186141
112
516
9.74E−33
2.03E−31
0.17834395
YES


POLR3E
ENSG00000058600
46
492
9.24E−48
3.04E−46
0.08550186
YES


POLR3F
ENSG00000132664
57
269
2.21E−21
3.34E−20
0.17484663
YES


POLR3H
ENSG00000100413
76
305
1.20E−20
1.76E−19
0.19947507
YES


POLR3K
ENSG00000161980
133
690
7.49E−43
2.13E−41
0.16160389
YES


POMP
ENSG00000132963
10
163
1.61E−23
2.58E−22
0.05780347
YES


POP4
ENSG00000105171
269
462
1.48E−07
1.48E−06
0.36798906
YES


POP7
ENSG00000172336
212
330
6.94E−05
0.00060686
0.39114391
YES


PPA1
ENSG00000180817
83
807
4.49E−64
2.47E−62
0.09325843
YES


PPA2
ENSG00000138777
279
509
3.09E−09
3.26E−08
0.35406091
YES


PPAN
ENSG00000130810
69
867
2.04E−72
1.49E−70
0.07371795
YES


PPAT
ENSG00000128059
501
1301
2.83E−30
5.51E−29
0.27802442
YES


PPIE
ENSG00000084072
40
486
4.19E−49
1.44E−47
0.07604563
YES


PPIL1
ENSG00000137168
656
1261
9.89E−17
1.31E−15
0.34220136
YES


PPIL2
ENSG00000100023
88
517
2.19E−38
5.39E−37
0.14545455
YES


PPIL4
ENSG00000131013
52
346
3.80E−31
7.61E−30
0.13065327
YES


PPME1
ENSG00000214517
615
819
0.00031827
0.00268009
0.42887029
YES


PPP1CB
ENSG00000213639
84
712
2.83E−56
1.25E−54
0.10552764
YES


PPP1R10
ENSG00000204569
104
1177
1.45E−84
1.72E−82
0.08118657
YES


PPP1R11
ENSG00000204619
12
150
7.00E−21
1.04E−19
0.07407407
YES


PPP1R15B
ENSG00000158615
73
196
4.01E−10
4.37E−09
0.27137546
YES


PPP1R2
ENSG00000184203
72
374
1.19E−28
2.22E−27
0.16143498
YES


PPP1R7
ENSG00000115685
49
233
2.07E−19
2.93E−18
0.17375887
YES


PPP1R8
ENSG00000117751
86
910
5.42E−71
3.74E−69
0.08634538
YES


PPP2CA
ENSG00000113575
59
711
3.88E−63
2.07E−61
0.07662338
YES


PPP2R1A
ENSG00000105568
66
845
1.30E−71
9.20E−70
0.07244786
YES


PPP2R2A
ENSG00000221914
828
1271
8.76E−09
9.08E−08
0.39447356
YES


PPP2R3C
ENSG00000092020
251
1027
2.19E−45
6.61E−44
0.19640063
YES


PPP2R4
ENSG00000119383
2729
3312
0.00051636
0.00427607
0.4517464
YES


PPP4C
ENSG00000149923
74
276
4.22E−18
5.82E−17
0.21142857
YES


PPP6C
ENSG00000119414
231
469
3.87E−11
4.34E−10
0.33
YES


PPRC1
ENSG00000148840
587
1904
1.39E−49
4.84E−48
0.23564833
YES


PPWD1
ENSG00000113593
26
450
2.31E−50
8.30E−49
0.05462185
YES


PRC1
ENSG00000198901
126
1597
 8.71E−104
 1.88E−101
0.07312826
YES


PRCC
ENSG00000143294
133
837
3.05E−54
1.26E−52
0.1371134
YES


PRDM10
ENSG00000170325
226
798
4.80E−34
1.03E−32
0.22070313
YES


PREB
ENSG00000138073
11
96
2.03E−13
2.44E−12
0.10280374
YES


PRELID1
ENSG00000169230
35
213
4.94E−21
7.35E−20
0.14112903
YES


PRIM1
ENSG00000198056
70
559
6.29E−47
2.01E−45
0.11128776
YES


PRKRIR
ENSG00000137492
774
1002
0.00052696
0.00435355
0.43581081
YES


PRMT1
ENSG00000126457
76
401
2.39E−30
4.66E−29
0.15932914
YES


PRMT5
ENSG00000100462
35
341
6.78E−36
1.56E−34
0.09308511
YES


PRPF18
ENSG00000165630
16
148
5.09E−19
7.15E−18
0.09756098
YES


PRPF19
ENSG00000110107
18
244
9.25E−31
1.83E−29
0.06870229
YES


PRPF3
ENSG00000117360
58
929
5.02E−80
4.85E−78
0.05876393
YES


PRPF31
ENSG00000105618
5
74
1.61E−12
1.89E−11
0.06329114
YES


PRPF38A
ENSG00000134748
13
368
7.29E−47
2.32E−45
0.03412073
YES


PRPF38B
ENSG00000134186
43
388
2.56E−38
6.24E−37
0.09976798
YES


PRPF39
ENSG00000185246
386
630
1.04E−07
1.05E−06
0.37992126
YES


PRPF4
ENSG00000136875
37
493
9.24E−51
3.34E−49
0.06981132
YES


PRPF40A
ENSG00000196504
70
604
6.21E−51
2.28E−49
0.10385757
YES


PRPF4B
ENSG00000112739
160
707
9.73E−39
2.43E−37
0.18454441
YES


PRPF6
ENSG00000101161
36
393
4.08E−41
1.11E−39
0.08391608
YES


PRPF8
ENSG00000174231
33
303
2.50E−32
5.14E−31
0.09821429
YES


PSMA1
ENSG00000129084
84
664
2.66E−52
1.03E−50
0.11229947
YES


PSMA2
ENSG00000106588
16
293
2.26E−37
5.38E−36
0.05177994
YES


PSMA3
ENSG00000100567
42
649
3.69E−63
1.97E−61
0.06078148
YES


PSMA5
ENSG00000143106
26
422
1.47E−47
4.83E−46
0.05803571
YES


PSMA7
ENSG00000101182
24
239
6.61E−28
1.20E−26
0.09125475
YES


PSMB1
ENSG00000008018
13
190
6.78E−26
1.17E−24
0.06403941
YES


PSMB2
ENSG00000126067
296
3382
 4.21E−146
 2.94E−143
0.08047852
YES


PSMB3
ENSG00000108294
25
143
3.44E−15
4.41E−14
0.14880952
YES


PSMB4
ENSG00000159377
10
138
5.07E−20
7.28E−19
0.06756757
YES


PSMB5
ENSG00000100804
61
289
1.51E−22
2.37E−21
0.17428571
YES


PSMB6
ENSG00000142507
19
263
1.12E−32
2.34E−31
0.06737589
YES


PSMB7
ENSG00000136930
38
834
4.30E−79
4.04E−77
0.04357798
YES


PSMC1
ENSG00000100764
7
155
9.88E−24
1.60E−22
0.04320988
YES


PSMC3
ENSG00000165916
69
570
3.40E−48
1.14E−46
0.10798122
YES


PSMC4
ENSG00000013275
3
189
3.52E−30
6.83E−29
0.015625
YES


PSMC5
ENSG00000087191
18
417
5.33E−50
1.89E−48
0.04137931
YES


PSMC6
ENSG00000100519
27
338
2.52E−38
6.15E−37
0.0739726
YES


PSMD1
ENSG00000173692
198
1516
2.24E−84
2.65E−82
0.11551925
YES


PSMD11
ENSG00000108671
37
493
9.24E−51
3.34E−49
0.06981132
YES


PSMD12
ENSG00000197170
24
597
1.10E−64
6.13E−63
0.03864734
YES


PSMD13
ENSG00000185627
51
299
2.53E−26
4.42E−25
0.14571429
YES


PSMD14
ENSG00000115233
124
1557
 4.29E−102
 9.03E−100
0.07376562
YES


PSMD2
ENSG00000175166
86
255
1.38E−13
1.66E−12
0.25219941
YES


PSMD3
ENSG00000108344
19
249
5.50E−31
1.10E−29
0.07089552
YES


PSMD4
ENSG00000159352
115
428
2.89E−24
4.74E−23
0.21178637
YES


PSMD6
ENSG00000163636
4
95
2.52E−16
3.30E−15
0.04040404
YES


PSMD7
ENSG00000103035
15
313
4.72E−40
1.23E−38
0.04573171
YES


PSMD8
ENSG00000099341
25
514
7.34E−57
3.30E−55
0.04638219
YES


PSMF1
ENSG00000125818
182
423
2.11E−13
2.54E−12
0.30082645
YES


PSMG1
ENSG00000183527
276
515
8.51E−10
9.15E−09
0.34892541
YES


PSMG2
ENSG00000128789
370
851
9.73E−20
1.39E−18
0.3030303
YES


PSMG4
ENSG00000180822
33
371
8.28E−40
2.13E−38
0.08168317
YES


PSTK
ENSG00000179988
147
287
9.54E−08
9.66E−07
0.33870968
YES


PTAR1
ENSG00000188647
882
1729
2.54E−20
3.69E−19
0.33780161
YES


PTCD3
ENSG00000132300
571
1187
2.43E−19
3.43E−18
0.32480091
YES


PTMA
ENSG00000187514
163
286
3.76E−06
3.53E−05
0.36302895
YES


PTP4A1
ENSG00000112245
260
473
8.13E−09
8.45E−08
0.35470668
YES


PTPMT1
ENSG00000110536
178
763
1.30E−39
3.33E−38
0.18916047
YES


PTTG1
ENSG00000164611
32
177
1.87E−17
2.53E−16
0.15311005
YES


PUM1
ENSG00000134644
1367
2913
1.22E−30
2.41E−29
0.31939252
YES


PWP1
ENSG00000136045
25
277
4.17E−32
8.52E−31
0.08278146
YES


PWP2
ENSG00000241945
16
211
2.05E−27
3.70E−26
0.07048458
YES


PYROXD1
ENSG00000121350
110
1034
1.07E−73
8.27E−72
0.09615385
YES


QARS
ENSG00000172053
54
323
4.20E−28
7.69E−27
0.14323607
YES


QRSL1
ENSG00000130348
226
519
7.62E−15
9.65E−14
0.3033557
YES


RABGGTB
ENSG00000137955
54
1059
4.65E−90
6.25E−88
0.04851752
YES


RAC1
ENSG00000136238
165
697
5.04E−37
1.19E−35
0.19141531
YES


RACGAP1
ENSG00000161800
239
1811
2.55E−92
3.71E−90
0.11658537
YES


RAD1
ENSG00000113456
141
709
1.11E−42
3.15E−41
0.16588235
YES


RAD17
ENSG00000152942
38
307
3.87E−31
7.75E−30
0.11014493
YES


RAD23B
ENSG00000119318
387
543
0.00021084
0.00179885
0.41612903
YES


RAD50
ENSG00000113522
496
1917
4.59E−60
2.30E−58
0.20555325
YES


RAD51
ENSG00000051180
123
830
5.72E−56
2.52E−54
0.12906611
YES


RAD51AP1
ENSG00000111247
567
808
1.62E−05
0.000146 
0.41236364
YES


RAD51B
ENSG00000182185
3574
5497
4.39E−15
5.61E−14
0.39400287
YES


RAD51C
ENSG00000108384
119
1857
 1.96E−118
 6.12E−116
0.06022267
YES


RAE1
ENSG00000101146
12
215
1.52E−29
2.91E−28
0.05286344
YES


RAN
ENSG00000132341
14
154
1.25E−20
1.83E−19
0.08333333
YES


RANBP2
ENSG00000153201
75
251
2.60E−15
3.34E−14
0.23006135
YES


RANBP3
ENSG00000031823
1235
2875
2.43E−36
5.64E−35
0.30048662
YES


RANGAP1
ENSG00000100401
79
515
1.73E−40
4.62E−39
0.13299663
YES


RAPGEF6
ENSG00000158987
1048
1535
5.46E−08
5.55E−07
0.40572977
YES


RARS
ENSG00000113643
10
140
2.63E−20
3.82E−19
0.06666667
YES


RARS2
ENSG00000146282
514
1424
6.46E−35
1.44E−33
0.26522188
YES


RBBP4
ENSG00000162521
222
1580
2.36E−83
2.68E−81
0.12319645
YES


RBBP5
ENSG00000117222
23
237
5.05E−28
9.21E−27
0.08846154
YES


RBBP6
ENSG00000122257
41
456
7.37E−46
2.27E−44
0.08249497
YES


RBBP8
ENSG00000101773
107
1313
3.31E−92
4.78E−90
0.07535211
YES


RBM10
ENSG00000182872
394
710
1.06E−10
1.18E−09
0.35688406
YES


RBM12
ENSG00000244462
383
892
1.05E−20
1.55E−19
0.30039216
YES


RBM14
ENSG00000239306
34
206
1.77E−20
2.58E−19
0.14166667
YES


RBM17
ENSG00000134453
68
494
1.79E−41
4.95E−40
0.12099644
YES


RBM19
ENSG00000122965
73
1003
5.03E−81
5.05E−79
0.06784387
YES


RBM22
ENSG00000086589
15
131
5.20E−17
6.96E−16
0.10273973
YES


RBM25
ENSG00000119707
90
743
3.23E−57
1.47E−55
0.10804322
YES


RBM28
ENSG00000106344
64
528
8.95E−46
2.74E−44
0.10810811
YES


RBM33
ENSG00000184863
210
577
8.35E−21
1.23E−19
0.26683609
YES


RBM39
ENSG00000131051
192
1574
9.79E−89
1.29E−86
0.10872027
YES


RBM42
ENSG00000126254
24
89
3.73E−08
3.81E−07
0.21238938
YES


RBM48
ENSG00000127993
23
188
7.97E−22
1.22E−20
0.10900474
YES


RBM8A
ENSG00000131795
2
141
3.95E−24
6.43E−23
0.01398601
YES


RBMX
ENSG00000147274
90
773
1.35E−59
6.68E−58
0.10428737
YES


RBMX2
ENSG00000134597
9
144
2.65E−21
3.99E−20
0.05882353
YES


RBPJ
ENSG00000168214
1426
1793
0.00035202
0.00295149
0.44299472
YES


RBX1
ENSG00000100387
171
1890
 4.10E−109
 1.10E−106
0.08296943
YES


RCC1
ENSG00000180198
1999
6317
1.78E−78
1.65E−76
0.24037999
YES


RCL1
ENSG00000120158
81
539
3.64E−42
1.01E−40
0.13064516
YES


REV3L
ENSG00000009413
609
1488
2.32E−29
4.41E−28
0.29041488
YES


RFC1
ENSG00000035928
59
1087
1.74E−90
2.38E−88
0.05148342
YES


RFC2
ENSG00000049541
99
1075
3.68E−79
3.48E−77
0.08432709
YES


RFC3
ENSG00000133119
46
563
2.29E−54
9.51E−53
0.07553366
YES


RFC4
ENSG00000163918
67
687
7.38E−59
3.52E−57
0.08885942
YES


RFC5
ENSG00000111445
21
218
2.16E−26
3.78E−25
0.08786611
YES


RFT1
ENSG00000163933
86
904
1.48E−70
1.00E−68
0.08686869
YES


RFWD3
ENSG00000168411
638
929
2.39E−06
2.27E−05
0.40714742
YES


RHOA
ENSG00000067560
730
1655
4.77E−27
8.46E−26
0.30607966
YES


RIF1
ENSG00000080345
258
606
6.85E−17
9.14E−16
0.29861111
YES


RINT1
ENSG00000135249
90
498
3.75E−36
8.64E−35
0.15306122
YES


RIOK1
ENSG00000124784
56
399
1.58E−35
3.58E−34
0.12307692
YES


RIOK2
ENSG00000058729
27
248
6.14E−28
1.12E−26
0.09818182
YES


RMI1
ENSG00000178966
494
1161
3.30E−24
5.39E−23
0.29848943
YES


RNASEH2A
ENSG00000104889
96
294
1.69E−15
2.18E−14
0.24615385
YES


RNASEH2B
ENSG00000136104
214
653
1.18E−25
2.02E−24
0.24682814
YES


RNF168
ENSG00000163961
1564
2162
4.05E−07
3.99E−06
0.41975309
YES


RNF20
ENSG00000155827
48
157
7.63E−11
8.47E−10
0.23414634
YES


RNF4
ENSG00000063978
654
1347
3.45E−20
4.97E−19
0.32683658
YES


RNF40
ENSG00000103549
135
237
1.47E−05
0.00013291
0.36290323
YES


RNF8
ENSG00000112130
186
414
2.71E−12
3.14E−11
0.31
YES


RNGTT
ENSG00000111880
1123
4584
9.59E−93
1.43E−90
0.19677589
YES


RNMT
ENSG00000101654
68
383
1.36E−30
2.68E−29
0.15077605
YES


RNPC3
ENSG00000185946
36
309
5.18E−32
1.06E−30
0.10434783
YES


RNPS1
ENSG00000205937
45
409
7.35E−40
1.90E−38
0.09911894
YES


RP11-93B14.6
ENSG00000167046
56
113
8.90E−05
0.00077378
0.33136095
YES


RPA1
ENSG00000132383
63
889
1.02E−75
8.46E−74
0.06617647
YES


RPA2
ENSG00000117748
47
207
6.49E−17
8.67E−16
0.18503937
YES


RPAIN
ENSG00000129197
62
637
4.55E−56
2.01E−54
0.08869814
YES


RPAP1
ENSG00000103932
52
722
4.15E−66
2.41E−64
0.06718346
YES


RPAP3
ENSG00000005175
70
697
7.66E−59
3.64E−57
0.09126467
YES


RPE
ENSG00000197713
41
174
1.53E−14
1.92E−13
0.19069767
YES


RPF1
ENSG00000117133
10
117
5.66E−17
7.58E−16
0.07874016
YES


RPF2
ENSG00000197498
65
593
2.26E−51
8.50E−50
0.09878419
YES


RPIA
ENSG00000153574
187
333
6.43E−07
6.25E−06
0.35961538
YES


RPL10A
ENSG00000198755
28
231
1.61E−25
2.74E−24
0.10810811
YES


RPL11
ENSG00000142676
24
1024
1.06E−96
1.86E−94
0.02290076
YES


RPL12
ENSG00000197958
56
571
4.96E−52
1.91E−50
0.08931419
YES


RPL13
ENSG00000167526
48
390
5.66E−37
1.34E−35
0.10958904
YES


RPL13A
ENSG00000142541
66
2243
 3.44E−147
 2.51E−144
0.0285838
YES


RPL14
ENSG00000188846
8
319
1.35E−43
3.89E−42
0.02446483
YES


RPL15
ENSG00000174748
17
375
4.90E−46
1.52E−44
0.04336735
YES


RPL17
ENSG00000265681
61
1165
6.60E−95
1.06E−92
0.0497553
YES


RPL18
ENSG00000063177
23
817
1.18E−82
1.28E−80
0.02738095
YES


RPL18A
ENSG00000105640
45
1191
 5.74E−101
1.15E−98
0.03640777
YES


RPL19
ENSG00000108298
57
1020
1.31E−86
1.63E−84
0.05292479
YES


RPL21
ENSG00000122026
51
1390
 7.29E−111
 2.09E−108
0.03539209
YES


RPL22
ENSG00000116251
658
1065
1.14E−09
1.22E−08
0.38189205
YES


RPL22L1
ENSG00000163584
416
1118
1.95E−29
3.72E−28
0.27118644
YES


RPL23
ENSG00000125691
18
702
1.59E−75
1.31E−73
0.025
YES


RPL23A
ENSG00000198242
264
1510
4.41E−72
3.17E−70
0.14881623
YES


RPL24
ENSG00000114391
31
645
2.10E−66
1.24E−64
0.04585799
YES


RPL26
ENSG00000161970
67
1059
1.94E−86
2.37E−84
0.05950266
YES


RPL27
ENSG00000131469
46
730
1.40E−68
8.82E−67
0.05927835
YES


RPL27A
ENSG00000166441
131
840
6.53E−55
2.77E−53
0.13491246
YES


RPL28
ENSG00000108107
18
135
1.83E−16
2.42E−15
0.11764706
YES


RPL29
ENSG00000162244
431
1071
1.72E−25
2.91E−24
0.28695073
YES


RPL3
ENSG00000100316
47
1103
6.54E−95
1.06E−92
0.04086957
YES


RPL31
ENSG00000071082
44
853
1.19E−78
1.10E−76
0.0490524
YES


RPL32
ENSG00000144713
18
786
5.05E−82
5.34E−80
0.02238806
YES


RPL34
ENSG00000109475
23
796
4.33E−81
4.40E−79
0.02808303
YES


RPL35
ENSG00000136942
35
485
1.16E−50
4.20E−49
0.06730769
YES


RPL37
ENSG00000145592
21
1054
1.42E−99
2.73E−97
0.01953488
YES


RPL37A
ENSG00000197756
322
935
1.03E−29
1.99E−28
0.25616547
YES


RPL38
ENSG00000172809
44
623
2.66E−60
1.35E−58
0.06596702
YES


RPL39
ENSG00000198918
50
1194
 9.67E−100
1.88E−97
0.04019293
YES


RPL4
ENSG00000174444
1495
2368
1.26E−12
1.48E−11
0.38700492
YES


RPL41
ENSG00000229117
607
864
1.19E−05
0.00010846
0.41264446
YES


RPL5
ENSG00000122406
16
667
2.08E−73
1.58E−71
0.02342606
YES


RPL6
ENSG00000089009
33
975
1.19E−90
1.64E−88
0.0327381
YES


RPL7A
ENSG00000148303
47
619
5.14E−59
2.47E−57
0.07057057
YES


RPL7L1
ENSG00000146223
201
922
7.86E−47
2.50E−45
0.17898486
YES


RPL9
ENSG00000163682
53
1071
3.95E−91
5.56E−89
0.04715302
YES


RPLP0
ENSG00000089157
34
694
1.78E−69
1.17E−67
0.0467033
YES


RPLP1
ENSG00000137818
270
505
9.60E−10
1.03E−08
0.3483871
YES


RPLP2
ENSG00000177600
99
510
4.11E−35
9.19E−34
0.16256158
YES


RPN1
ENSG00000163902
50
652
6.39E−61
3.26E−59
0.07122507
YES


RPN2
ENSG00000118705
139
1464
1.24E−93
1.92E−91
0.08671241
YES


RPP14
ENSG00000163684
34
509
2.79E−53
1.12E−51
0.0626151
YES


RPP30
ENSG00000148688
46
214
5.34E−18
7.33E−17
0.17692308
YES


RPP38
ENSG00000152464
114
460
2.46E−27
4.40E−26
0.19860627
YES


RPP40
ENSG00000124787
2
55
8.25E−11
9.15E−10
0.03508772
YES


RPRD1B
ENSG00000101413
325
1014
4.82E−34
1.04E−32
0.24271845
YES


RPRD2
ENSG00000163125
2359
2909
0.00027488
0.00232672
0.44779803
YES


RPS10
ENSG00000124614
136
1011
4.45E−66
2.58E−64
0.11857018
YES


RPS11
ENSG00000142534
62
804
1.23E−69
8.16E−68
0.07159353
YES


RPS12
ENSG00000112306
17
314
2.23E−39
5.66E−38
0.05135952
YES


RPS13
ENSG00000110700
17
591
1.47E−56
6.53E−55
0.07366771
YES


RPS14
ENSG00000164587
73
1384
 9.43E−105
 2.08E−102
0.05010295
YES


RPS15
ENSG00000115268
25
214
1.91E−24
3.16E−23
0.10460251
YES


RPS15A
ENSG00000134419
42
1076
1.26E−94
1.99E−92
0.03756708
YES


RPS16
ENSG00000105193
46
367
3.56E−35
7.99E−34
0.11138015
YES


RPS18
ENSG00000231500
43
686
6.16E−66
3.54E−64
0.05898491
YES


RPS19
ENSG00000105372
71
490
2.82E−40
7.47E−39
0.12655971
YES


RPS19BP1
ENSG00000187051
45
522
6.52E−51
2.39E−49
0.07936508
YES


RPS2
ENSG00000140988
17
239
1.55E−30
3.04E−29
0.06640625
YES


RPS21
ENSG00000171858
29
121
4.54E−11
5.09E−10
0.19333333
YES


RPS23
ENSG00000186468
64
871
4.09E−74
3.25E−72
0.0684492
YES


RPS24
ENSG00000138326
32
863
4.13E−83
4.63E−81
0.03575419
YES


RPS25
ENSG00000118181
479
865
6.65E−12
7.62E−11
0.35639881
YES


RPS26
ENSG00000197728
52
656
1.19E−60
6.06E−59
0.07344633
YES


RPS27
ENSG00000177954
85
499
1.78E−37
4.26E−36
0.14554795
YES


RPS27A
ENSG00000143947
42
738
1.84E−70
1.24E−68
0.05384615
YES


RPS29
ENSG00000213741
105
481
3.92E−31
7.83E−30
0.17918089
YES


RPS3
ENSG00000149273
38
1113
3.68E−98
6.70E−96
0.03301477
YES


RPS3A
ENSG00000145425
30
753
1.73E−75
1.42E−73
0.03831418
YES


RPS4X
ENSG00000198034
33
1046
2.31E−95
3.80E−93
0.03058387
YES


RPS6
ENSG00000137154
26
706
4.22E−73
3.15E−71
0.03551913
YES


RPS6KB1
ENSG00000108443
351
556
1.22E−06
1.17E−05
0.38699008
YES


RPS7
ENSG00000171863
22
384
4.28E−45
1.29E−43
0.05418719
YES


RPS8
ENSG00000142937
35
658
3.57E−66
2.10E−64
0.05050505
YES


RPS9
ENSG00000170889
17
270
2.76E−34
6.02E−33
0.05923345
YES


RPSA
ENSG00000168028
51
843
8.37E−76
7.04E−74
0.05704698
YES


RPTOR
ENSG00000141564
662
3929
 2.85E−116
 8.59E−114
0.14419516
YES


RPUSD4
ENSG00000165526
79
241
1.64E−13
1.98E−12
0.246875
YES


RREB1
ENSG00000124782
1680
3044
4.64E−21
6.91E−20
0.35563082
YES


RRM1
ENSG00000167325
152
1161
1.48E−72
1.09E−70
0.11576542
YES


RRM2
ENSG00000171848
14
189
2.34E−25
3.95E−24
0.06896552
YES


RRN3
ENSG00000085721
93
348
2.98E−21
4.48E−20
0.21088435
YES


RRP1
ENSG00000160214
43
351
2.14E−34
4.71E−33
0.10913706
YES


RRP12
ENSG00000052749
44
256
1.83E−23
2.92E−22
0.14666667
YES


RRP15
ENSG00000067533
91
406
2.87E−27
5.11E−26
0.18309859
YES


RRP36
ENSG00000124541
63
339
2.31E−27
4.15E−26
0.15671642
YES


RRP7A
ENSG00000189306
27
107
9.17E−10
9.85E−09
0.20149254
YES


RRP9
ENSG00000114767
62
238
9.38E−17
1.25E−15
0.20666667
YES


RSL1D1
ENSG00000171490
100
956
1.01E−70
6.95E−69
0.09469697
YES


RSL24D1
ENSG00000137876
20
437
2.94E−51
1.10E−49
0.04376368
YES


RSRC2
ENSG00000111011
197
1785
8.13E−99
1.51E−96
0.09939455
YES


RTEL1
ENSG00000258366
50
223
5.37E−18
7.36E−17
0.18315018
YES


RTF1
ENSG00000137815
81
1058
1.27E−82
1.37E−80
0.07111501
YES


RTFDC1
ENSG00000022277
28
203
4.96E−22
7.67E−21
0.12121212
YES


RTTN
ENSG00000176225
53
503
1.18E−46
3.71E−45
0.09532374
YES


RUVBL1
ENSG00000175792
85
1307
3.02E−97
5.32E−95
0.06106322
YES


RUVBL2
ENSG00000183207
63
451
9.89E−39
2.46E−37
0.12256809
YES


SACM1L
ENSG00000211456
204
2247
 4.57E−119
 1.48E−116
0.08323133
YES


SAE1
ENSG00000142230
550
7357
 4.32E−208
 1.26E−204
0.06955862
YES


SAMD4B
ENSG00000179134
60
170
7.91E−10
8.52E−09
0.26086957
YES


SAMM50
ENSG00000100347
31
456
3.36E−49
1.16E−47
0.06365503
YES


SAP130
ENSG00000136715
32
301
1.94E−32
4.00E−31
0.0960961
YES


SAP18
ENSG00000150459
12
198
2.35E−27
4.20E−26
0.05714286
YES


SAP30BP
ENSG00000161526
26
509
4.86E−56
2.15E−54
0.04859813
YES


SARNP
ENSG00000205323
504
1219
4.33E−26
7.54E−25
0.29251306
YES


SARS
ENSG00000031698
161
2958
 1.80E−154
 1.97E−151
0.05161911
YES


SARS2
ENSG00000104835
213
574
3.43E−20
4.95E−19
0.27064803
YES


SART1
ENSG00000175467
10
125
3.80E−18
5.24E−17
0.07407407
YES


SART3
ENSG00000075856
41
516
1.25E−51
4.75E−50
0.07360862
YES


SASS6
ENSG00000156876
90
1019
1.20E−77
1.07E−75
0.08115419
YES


SBDS
ENSG00000126524
72
169
1.13E−07
1.14E−06
0.29875519
YES


SCAF11
ENSG00000139218
584
873
8.57E−07
8.28E−06
0.40082361
YES


SCAMP4
ENSG00000227500
280
610
7.68E−15
9.72E−14
0.31460674
YES


SCD
ENSG00000099194
401
808
7.84E−15
9.92E−14
0.33167907
YES


SCFD1
ENSG00000092108
114
1410
3.22E−96
5.47E−94
0.07480315
YES


SCO1
ENSG00000133028
458
613
0.00073267
0.00599907
0.42763772
YES


SDAD1
ENSG00000198301
51
385
1.50E−35
3.40E−34
0.11697248
YES


SDE2
ENSG00000143751
30
397
1.41E−43
4.05E−42
0.07025761
YES


SDHA
ENSG00000073578
201
472
1.46E−14
1.83E−13
0.2986627
YES


SDHB
ENSG00000117118
296
1008
1.63E−37
3.91E−36
0.22699387
YES


SDHC
ENSG00000143252
712
1686
1.49E−29
2.87E−28
0.2969141
YES


SDHD
ENSG00000204370
163
388
3.26E−13
3.91E−12
0.29582577
YES


SEC13
ENSG00000157020
18
263
4.62E−33
9.68E−32
0.06405694
YES


SEC16A
ENSG00000148396
19
69
9.80E−07
9.44E−06
0.21590909
YES


SEC61A1
ENSG00000058262
39
255
7.65E−25
1.28E−23
0.13265306
YES


SEC61B
ENSG00000106803
32
111
5.32E−09
5.57E−08
0.22377622
YES


SEC62
ENSG00000008952
266
585
9.59E−15
1.21E−13
0.31257344
YES


SEC63
ENSG00000025796
569
1135
2.69E−17
3.61E−16
0.33392019
YES


SEH1L
ENSG00000085415
210
1403
1.15E−75
9.56E−74
0.13019219
YES


SEL1L
ENSG00000071537
407
744
2.33E−11
2.64E−10
0.35360556
YES


SENP6
ENSG00000112701
243
1705
3.44E−86
4.17E−84
0.12474333
YES


SEPSECS
ENSG00000109618
295
547
5.60E−10
6.06E−09
0.35035629
YES


SERBP1
ENSG00000142864
358
749
2.17E−15
2.79E−14
0.32339657
YES


SF1
ENSG00000168066
13
141
3.28E−19
4.62E−18
0.08441558
YES


SF3A1
ENSG00000099995
15
315
2.81E−40
7.44E−39
0.04545455
YES


SF3A2
ENSG00000104897
83
891
2.15E−70
1.45E−68
0.08521561
YES


SF3B1
ENSG00000115524
22
572
3.38E−63
1.81E−61
0.03703704
YES


SF3B14
ENSG00000115128
26
331
6.55E−38
1.59E−36
0.07282913
YES


SF3B2
ENSG00000087365
24
393
2.66E−45
8.00E−44
0.05755396
YES


SF3B3
ENSG00000189091
205
1770
1.59E−96
2.72E−94
0.10379747
YES


SFPQ
ENSG00000116560
32
83
1.46E−05
0.00013243
0.27826087
YES


SFSWAP
ENSG00000061936
465
1570
3.53E−47
1.14E−45
0.22850123
YES


SGOL1
ENSG00000129810
22
186
6.41E−22
9.87E−21
0.10576923
YES


SHFM1
ENSG00000127922
11
298
5.69E−40
1.49E−38
0.03559871
YES


SHMT2
ENSG00000182199
406
602
1.37E−05
0.00012463
0.40277778
YES


SHOC2
ENSG00000108061
724
1017
9.75E−06
8.93E−05
0.41585296
YES


SHQ1
ENSG00000144736
192
750
3.58E−36
8.26E−35
0.20382166
YES


SKA1
ENSG00000154839
145
369
3.61E−14
4.46E−13
0.28210117
YES


SKA2
ENSG00000182628
746
4804
 2.38E−132
 1.07E−129
0.13441441
YES


SKA3
ENSG00000165480
49
486
2.98E−46
9.26E−45
0.09158879
YES


SKIV2L2
ENSG00000039123
148
1488
5.06E−93
7.62E−91
0.09046455
YES


SKP1
ENSG00000113558
86
381
5.50E−26
9.53E−25
0.18415418
YES


SLBP
ENSG00000163950
391
783
2.15E−14
2.68E−13
0.3330494
YES


SLC25A19
ENSG00000125454
608
816
0.00023279
0.00198328
0.42696629
YES


SLC25A26
ENSG00000144741
290
561
3.91E−11
4.39E−10
0.34077556
YES


SLC25A3
ENSG00000075415
128
316
2.72E−12
3.15E−11
0.28828829
YES


SLC35B1
ENSG00000121073
25
246
2.11E−28
3.91E−27
0.09225092
YES


SLC39A10
ENSG00000196950
251
2229
 7.56E−110
 2.13E−107
0.10120968
YES


SLC7A6OS
ENSG00000103061
21
324
5.72E−39
1.44E−37
0.06086957
YES


SLIRP
ENSG00000119705
231
477
1.24E−11
1.41E−10
0.32627119
YES


SLMAP
ENSG00000163681
1562
2134
1.03E−06
9.90E−06
0.42261905
YES


SLMO2
ENSG00000101166
61
620
6.85E−55
2.90E−53
0.08957416
YES


SLU7
ENSG00000164609
73
163
5.78E−07
5.63E−06
0.30932203
YES


SLX4
ENSG00000188827
263
455
1.23E−07
1.24E−06
0.36629526
YES


SMARCA5
ENSG00000153147
124
302
1.04E−11
1.19E−10
0.29107981
YES


SMARCB1
ENSG00000099956
87
462
1.58E−33
3.36E−32
0.15846995
YES


SMARCE1
ENSG00000073584
325
809
6.47E−22
9.95E−21
0.28659612
YES


SMC1A
ENSG00000072501
48
800
1.88E−73
1.43E−71
0.05660377
YES


SMC2
ENSG00000136824
107
480
1.32E−30
2.60E−29
0.18228279
YES


SMC3
ENSG00000108055
17
283
8.11E−36
1.86E−34
0.05666667
YES


SMC4
ENSG00000113810
36
551
1.68E−56
7.45E−55
0.06132879
YES


SMC5
ENSG00000198887
114
604
6.43E−40
1.67E−38
0.15877437
YES


SMC6
ENSG00000163029
422
2587
1.38E−98
2.54E−96
0.14024593
YES


SMG1
ENSG00000157106
204
1037
4.51E−54
1.86E−52
0.16438356
YES


SMG5
ENSG00000198952
195
658
6.67E−29
1.26E−27
0.22860492
YES


SMG6
ENSG00000070366
482
2714
1.19E−95
1.97E−93
0.15081352
YES


SMG7
ENSG00000116698
563
1055
2.03E−14
2.54E−13
0.34796044
YES


SMNDC1
ENSG00000119953
69
341
4.97E−26
8.64E−25
0.16829268
YES


SMU1
ENSG00000122692
9
278
1.70E−38
4.20E−37
0.03135889
YES


SNAPC1
ENSG00000023608
88
888
7.32E−69
4.74E−67
0.09016393
YES


SNAPC3
ENSG00000164975
28
325
1.57E−36
3.67E−35
0.07932011
YES


SNF8
ENSG00000159210
171
400
4.33E−13
5.16E−12
0.29947461
YES


SNIP1
ENSG00000163877
6
79
7.19E−13
8.49E−12
0.07058824
YES


SNRNP200
ENSG00000144028
31
403
7.47E−44
2.17E−42
0.07142857
YES


SNRNP27
ENSG00000124380
290
522
4.57E−09
4.80E−08
0.35714286
YES


SNRNP35
ENSG00000184209
648
1846
2.59E−41
7.13E−40
0.25982358
YES


SNRNP40
ENSG00000060688
255
905
7.59E−37
1.79E−35
0.21982759
YES


SNRNP48
ENSG00000168566
15
127
1.94E−16
2.55E−15
0.1056338
YES


SNRNP70
ENSG00000104852
160
475
2.17E−20
3.16E−19
0.2519685
YES


SNRPA
ENSG00000077312
537
1113
1.32E−18
1.83E−17
0.32545455
YES


SNRPA1
ENSG00000131876
32
369
6.16E−40
1.60E−38
0.0798005
YES


SNRPB
ENSG00000125835
70
1037
3.77E−84
4.39E−82
0.06323397
YES


SNRPC
ENSG00000124562
32
452
1.84E−48
6.28E−47
0.0661157
YES


SNRPD1
ENSG00000167088
57
1003
1.85E−85
2.22E−83
0.05377358
YES


SNRPD2
ENSG00000125743
33
377
1.91E−40
5.09E−39
0.0804878
YES


SNRPD3
ENSG00000100028
153
650
1.28E−35
2.91E−34
0.19053549
YES


SNRPE
ENSG00000182004
41
487
7.09E−49
2.43E−47
0.07765152
YES


SNRPF
ENSG00000139343
23
411
1.59E−47
5.22E−46
0.05299539
YES


SNRPG
ENSG00000143977
60
894
6.16E−77
5.30E−75
0.06289308
YES


SNW1
ENSG00000100603
20
225
1.21E−27
2.18E−26
0.08163265
YES


SOD1
ENSG00000142168
29
492
2.21E−53
8.97E−52
0.05566219
YES


SOD2
ENSG00000112096
45
117
6.10E−07
5.93E−06
0.27777778
YES


SON
ENSG00000159140
37
883
5.47E−83
6.01E−81
0.04021739
YES


SP1
ENSG00000185591
1180
1879
9.81E−12
1.12E−10
0.38574698
YES


SPAG5
ENSG00000076382
99
417
1.52E−26
2.67E−25
0.19186047
YES


SPATA5
ENSG00000145375
313
2645
 5.84E−117
 1.79E−114
0.10581474
YES


SPATA5L1
ENSG00000171763
16
180
2.27E−23
3.63E−22
0.08163265
YES


SPC24
ENSG00000161888
30
258
4.18E−28
7.66E−27
0.10416667
YES


SPC25
ENSG00000152253
25
223
1.43E−25
2.44E−24
0.10080645
YES


SPCS2
ENSG00000118363
68
926
5.40E−77
4.67E−75
0.06841046
YES


SPCS3
ENSG00000129128
144
350
8.37E−13
9.88E−12
0.29149798
YES


SPDL1
ENSG00000040275
16
207
6.69E−27
1.18E−25
0.07174888
YES


SPRTN
ENSG00000010072
132
580
4.72E−34
1.02E−32
0.18539326
YES


SRBD1
ENSG00000068784
288
4994
 1.36E−191
 2.97E−188
0.0545248
YES


SRCAP
ENSG00000080603
272
695
6.33E−21
9.40E−20
0.28128232
YES


SRD5A3
ENSG00000128039
684
1475
3.26E−23
5.17E−22
0.31681334
YES


SREK1
ENSG00000153914
749
1190
1.39E−09
1.48E−08
0.38628159
YES


SRF
ENSG00000112658
134
517
2.37E−28
4.38E−27
0.20583717
YES


SRFBP1
ENSG00000151304
22
338
3.79E−40
9.98E−39
0.06111111
YES


SRP14
ENSG00000140319
41
293
1.31E−28
2.44E−27
0.12275449
YES


SRP19
ENSG00000153037
16
202
2.95E−26
5.14E−25
0.0733945
YES


SRP68
ENSG00000167881
43
507
3.87E−50
1.38E−48
0.07818182
YES


SRP72
ENSG00000174780
335
1038
3.35E−34
7.28E−33
0.24399126
YES


SRP9
ENSG00000143742
34
495
5.91E−52
2.27E−50
0.06427221
YES


SRPR
ENSG00000182934
13
256
3.27E−34
7.11E−33
0.04832714
YES


SRPRB
ENSG00000144867
120
298
6.01E−12
6.90E−11
0.28708134
YES


SRRD
ENSG00000100104
309
515
2.18E−07
2.18E−06
0.375
YES


SRRM1
ENSG00000133226
62
509
1.42E−44
4.20E−43
0.10858144
YES


SRRM2
ENSG00000167978
169
740
1.48E−39
3.79E−38
0.18591859
YES


SRRT
ENSG00000087087
65
328
1.10E−25
1.88E−24
0.1653944
YES


SRSF1
ENSG00000136450
105
637
8.71E−45
2.60E−43
0.14150943
YES


SRSF10
ENSG00000188529
462
1110
1.45E−24
2.40E−23
0.29389313
YES


SRSF11
ENSG00000116754
1799
2296
6.97E−05
0.00060902
0.43931624
YES


SRSF2
ENSG00000161547
6
61
6.13E−10
6.63E−09
0.08955224
YES


SRSF3
ENSG00000112081
26
711
1.68E−73
1.29E−71
0.03527815
YES


SRSF7
ENSG00000115875
15
349
4.93E−44
1.44E−42
0.04120879
YES


SSB
ENSG00000138385
33
381
7.21E−41
1.95E−39
0.07971014
YES


SSBP1
ENSG00000106028
125
464
1.62E−25
2.76E−24
0.21222411
YES


SSRP1
ENSG00000149136
269
531
2.80E−11
3.16E−10
0.33625
YES


SSU72
ENSG00000160075
105
810
1.05E−58
4.97E−57
0.1147541
YES


STIL
ENSG00000123473
75
841
8.08E−69
5.21E−67
0.08187773
YES


STRAP
ENSG00000023734
141
512
1.27E−26
2.23E−25
0.21592649
YES


STRIP1
ENSG00000143093
59
165
1.73E−09
1.83E−08
0.26339286
YES


STX18
ENSG00000168818
1816
23790
 7.71E−288
 1.35E−283
0.07092088
YES


STX5
ENSG00000162236
37
202
4.42E−19
6.22E−18
0.15481172
YES


SUDS3
ENSG00000111707
20
109
4.11E−12
4.75E−11
0.15503876
YES


SUGP1
ENSG00000105705
68
415
8.28E−34
1.77E−32
0.14078675
YES


SUGT1
ENSG00000165416
97
650
8.13E−48
2.69E−46
0.12985274
YES


SUMO2
ENSG00000188612
206
456
6.74E−13
7.98E−12
0.31117825
YES


SUPT16H
ENSG00000092201
143
1207
1.94E−77
1.72E−75
0.10592593
YES


SUPT4H1
ENSG00000213246
12
94
9.99E−13
1.18E−11
0.11320755
YES


SUPT5H
ENSG00000196235
86
529
5.59E−40
1.46E−38
0.1398374
YES


SUPT6H
ENSG00000109111
30
509
1.21E−54
5.07E−53
0.05565863
YES


SUPV3L1
ENSG00000156502
79
335
5.10E−23
8.07E−22
0.19082126
YES


SURF6
ENSG00000148296
31
393
8.17E−43
2.31E−41
0.07311321
YES


SUZ12
ENSG00000178691
327
617
4.32E−11
4.85E−10
0.34639831
YES


SYF2
ENSG00000117614
3
168
2.21E−27
3.97E−26
0.01754386
YES


SYMPK
ENSG00000125755
62
518
2.04E−45
6.17E−44
0.10689655
YES


SYS1
ENSG00000204070
42
265
4.25E−25
7.12E−24
0.13680782
YES


TACC3
ENSG00000013810
175
302
4.29E−06
4.01E−05
0.36687631
YES


TADA1
ENSG00000152382
87
167
1.76E−05
0.00015907
0.34251969
YES


TADA2A
ENSG00000108264
903
1853
2.88E−23
4.60E−22
0.32764877
YES


TAF1
ENSG00000147133
173
940
2.36E−53
9.56E−52
0.15543576
YES


TAF12
ENSG00000120656
214
1038
2.48E−52
9.66E−51
0.17092652
YES


TAF13
ENSG00000197780
235
386
4.01E−06
3.76E−05
0.3784219
YES


TAF1B
ENSG00000115750
612
4761
 1.74E−145
 1.17E−142
0.11390285
YES


TAF1C
ENSG00000103168
19
157
3.87E−19
5.46E−18
0.10795455
YES


TAF1D
ENSG00000166012
246
1321
2.31E−64
1.28E−62
0.15698787
YES


TAF5
ENSG00000148835
27
356
2.73E−40
7.26E−39
0.07049608
YES


TAF6
ENSG00000106290
227
582
6.02E−19
8.44E−18
0.28059333
YES


TAF6L
ENSG00000162227
332
529
1.36E−06
1.30E−05
0.38559814
YES


TAF8
ENSG00000137413
27
82
1.70E−06
1.62E−05
0.24770642
YES


TAF9
ENSG00000085231
235
771
7.90E−31
1.57E−29
0.23359841
YES


TAMM41
ENSG00000144559
36
276
3.07E−28
5.66E−27
0.11538462
YES


TANGO6
ENSG00000103047
351
4343
 1.32E−166
 1.92E−163
0.07477631
YES


TARDBP
ENSG00000120948
30
128
1.04E−11
1.18E−10
0.18987342
YES


TARS
ENSG00000113407
113
1643
 3.96E−109
 1.08E−106
0.0643508
YES


TARS2
ENSG00000143374
170
436
6.68E−16
8.66E−15
0.28052805
YES


TBCA
ENSG00000171530
371
863
2.73E−20
3.96E−19
0.3006483
YES


TBCB
ENSG00000105254
20
128
8.76E−15
1.11E−13
0.13513514
YES


TBCD
ENSG00000141556
845
3491
4.46E−84
5.16E−82
0.19488007
YES


TBCE
ENSG00000116957
152
440
7.85E−19
1.10E−17
0.25675676
YES


TCEB2
ENSG00000103363
43
274
7.80E−26
1.35E−24
0.13564669
YES


TCERG1
ENSG00000113649
326
898
4.89E−27
8.66E−26
0.26633987
YES


TCOF1
ENSG00000070814
171
371
5.29E−11
5.90E−10
0.31549815
YES


TCP1
ENSG00000120438
28
249
1.04E−27
1.88E−26
0.10108303
YES


TECR
ENSG00000099797
566
739
0.00098252
0.00793326
0.43371648
YES


TEFM
ENSG00000172171
449
760
2.18E−09
2.31E−08
0.37138131
YES


TEX10
ENSG00000136891
27
293
2.97E−33
6.26E−32
0.084375
YES


TFAM
ENSG00000108064
73
165
3.78E−07
3.73E−06
0.30672269
YES


TFB1M
ENSG00000029639
388
662
5.95E−09
6.23E−08
0.36952381
YES


TFB2M
ENSG00000162851
131
316
7.14E−12
8.17E−11
0.29306488
YES


TFIP11
ENSG00000100109
52
159
3.22E−10
3.52E−09
0.2464455
YES


TFRC
ENSG00000072274
214
784
5.82E−35
1.30E−33
0.21442886
YES


THOC1
ENSG00000079134
43
509
2.51E−50
8.96E−49
0.07789855
YES


THOC5
ENSG00000100296
66
414
3.02E−34
6.58E−33
0.1375
YES


THOC7
ENSG00000163634
29
484
1.29E−52
5.08E−51
0.05653021
YES


THRAP3
ENSG00000054118
716
981
4.17E−05
0.00036962
0.42192104
YES


TICRR
ENSG00000140534
81
976
5.16E−77
4.49E−75
0.07663198
YES


TIMELESS
ENSG00000111602
91
1064
1.94E−80
1.90E−78
0.07878788
YES


TIMM10
ENSG00000134809
64
238
2.67E−16
3.50E−15
0.21192053
YES


TIMM22
ENSG00000177370
31
366
5.83E−40
1.52E−38
0.07808564
YES


TIMM23
ENSG00000138297
31
81
1.60E−05
0.00014461
0.27678571
YES


TIMM44
ENSG00000104980
73
1038
2.09E−83
2.39E−81
0.06570657
YES


TIMM50
ENSG00000105197
159
374
1.13E−12
1.33E−11
0.29831144
YES


TIMM9
ENSG00000100575
156
618
1.64E−32
3.38E−31
0.20155039
YES


TINF2
ENSG00000092330
30
87
1.86E−06
1.78E−05
0.25641026
YES


TIPRL
ENSG00000143155
471
671
4.30E−05
0.00038011
0.41243433
YES


TKT
ENSG00000163931
195
391
8.83E−10
9.49E−09
0.33276451
YES


TMA16
ENSG00000198498
56
597
2.39E−54
9.89E−53
0.08575804
YES


TMED10
ENSG00000170348
507
934
5.22E−13
6.20E−12
0.351839
YES


TMED2
ENSG00000086598
215
463
2.21E−12
2.57E−11
0.31710914
YES


TMEM167A
ENSG00000174695
275
460
4.88E−07
4.77E−06
0.37414966
YES


TMEM199
ENSG00000244045
97
256
8.57E−12
9.78E−11
0.27478754
YES


TMEM238
ENSG00000233493
122
239
5.22E−07
5.10E−06
0.33795014
YES


TMEM258
ENSG00000134825
22
335
8.11E−40
2.09E−38
0.06162465
YES


TMEM41B
ENSG00000166471
168
520
1.10E−22
1.73E−21
0.24418605
YES


TMEM48
ENSG00000058804
662
914
3.99E−05
0.00035421
0.42005076
YES


TMX2
ENSG00000213593
306
1254
7.80E−51
2.84E−49
0.19615385
YES


TNPO3
ENSG00000064419
435
5408
 4.17E−182
 8.10E−179
0.07444806
YES


TOMM20
ENSG00000173726
91
653
1.43E−49
4.99E−48
0.12231183
YES


TOMM22
ENSG00000100216
13
196
1.11E−26
1.95E−25
0.06220096
YES


TOMM40
ENSG00000130204
61
367
7.99E−31
1.59E−29
0.14252336
YES


TOMM70A
ENSG00000154174
131
309
2.61E−11
2.95E−10
0.29772727
YES


TOP1
ENSG00000198900
211
840
2.17E−39
5.52E−38
0.20076118
YES


TOP2A
ENSG00000131747
34
352
1.99E−37
4.75E−36
0.0880829
YES


TOP3A
ENSG00000177302
123
726
6.52E−48
2.16E−46
0.14487633
YES


TOPBP1
ENSG00000163781
344
847
4.26E−22
6.61E−21
0.28883291
YES


TP53RK
ENSG00000172315
35
418
4.99E−44
1.46E−42
0.07726269
YES


TPI1
ENSG00000111669
99
178
5.28E−05
0.00046541
0.35740072
YES


TPR
ENSG00000047410
35
332
6.61E−35
1.47E−33
0.09536785
YES


TPT1
ENSG00000133112
38
190
2.56E−17
3.45E−16
0.16666667
YES


TPX2
ENSG00000088325
69
1439
 7.59E−109
 2.01E−106
0.04575597
YES


TRA2B
ENSG00000136527
75
808
2.65E−66
1.56E−64
0.08493771
YES


TRAIP
ENSG00000183763
24
152
1.01E−16
1.33E−15
0.13636364
YES


TRAPPC1
ENSG00000170043
14
82
3.51E−10
3.84E−09
0.14583333
YES


TRAPPC11
ENSG00000168538
159
493
5.55E−22
8.56E−21
0.24386503
YES


TRAPPC3
ENSG00000054116
15
329
7.67E−42
2.13E−40
0.04360465
YES


TRAPPC4
ENSG00000196655
14
180
3.66E−24
5.96E−23
0.07216495
YES


TRAPPC8
ENSG00000153339
99
1097
1.28E−80
1.26E−78
0.08277592
YES


TRIAP1
ENSG00000170855
35
473
1.68E−49
5.83E−48
0.06889764
YES


TRIT1
ENSG00000043514
740
1257
4.53E−12
5.22E−11
0.37055583
YES


TRMT10C
ENSG00000174173
90
319
4.69E−19
6.59E−18
0.2200489
YES


TRMT5
ENSG00000126814
52
501
9.12E−47
2.88E−45
0.09403255
YES


TRMT6
ENSG00000089195
66
693
1.22E−59
6.07E−58
0.08695652
YES


TRMT61A
ENSG00000166166
126
257
6.82E−08
6.92E−07
0.32898172
YES


TRNAU1AP
ENSG00000180098
269
604
1.36E−15
1.76E−14
0.30813288
YES


TRNT1
ENSG00000072756
90
395
1.94E−26
3.41E−25
0.18556701
YES


TRPM7
ENSG00000092439
280
765
2.15E−24
3.55E−23
0.26794258
YES


TRRAP
ENSG00000196367
32
265
2.91E−28
5.37E−27
0.10774411
YES


TRUB2
ENSG00000167112
186
400
2.50E−11
2.83E−10
0.31740614
YES


TSC22D2
ENSG00000196428
216
507
3.45E−15
4.42E−14
0.29875519
YES


TSEN15
ENSG00000198860
471
3327
 1.74E−119
 5.72E−117
0.12401264
YES


TSEN2
ENSG00000154743
108
820
9.66E−59
4.59E−57
0.11637931
YES


TSEN54
ENSG00000182173
3
81
1.32E−14
1.66E−13
0.03571429
YES


TSG101
ENSG00000074319
111
685
2.34E−47
7.63E−46
0.13944724
YES


TSR1
ENSG00000167721
745
1273
2.38E−12
2.76E−11
0.3691774
YES


TSR2
ENSG00000158526
10
256
1.84E−35
4.15E−34
0.03759398
YES


TTC1
ENSG00000113312
81
827
3.87E−66
2.26E−64
0.08920705
YES


TTC27
ENSG00000018699
103
1119
4.47E−81
4.51E−79
0.08428805
YES


TTC4
ENSG00000243725
93
242
3.70E−11
4.16E−10
0.27761194
YES


TTF1
ENSG00000125482
157
400
6.28E−15
7.99E−14
0.28186715
YES


TTF2
ENSG00000116830
143
355
2.46E−13
2.95E−12
0.28714859
YES


TTI1
ENSG00000101407
140
1497
2.93E−95
4.78E−93
0.0855223
YES


TTK
ENSG00000112742
20
208
1.71E−25
2.90E−24
0.0877193
YES


TUBA1B
ENSG00000123416
87
637
3.09E−49
1.07E−47
0.12016575
YES


TUBB
ENSG00000196230
365
781
1.84E−16
2.43E−15
0.31849913
YES


TUBD1
ENSG00000108423
210
581
4.34E−21
6.49E−20
0.26548673
YES


TUBE1
ENSG00000074935
13
157
1.91E−21
2.89E−20
0.07647059
YES


TUBG1
ENSG00000131462
12
165
5.93E−23
9.37E−22
0.06779661
YES


TUBGCP3
ENSG00000126216
41
603
1.62E−59
7.99E−58
0.0636646
YES


TUBGCP4
ENSG00000137822
110
428
2.92E−25
4.92E−24
0.20446097
YES


TUBGCP5
ENSG00000153575
48
314
7.62E−29
1.43E−27
0.13259669
YES


TUBGCP6
ENSG00000128159
30
359
1.48E−39
3.79E−38
0.07712082
YES


TUFM
ENSG00000178952
64
183
1.96E−10
2.15E−09
0.25910931
YES


TUT1
ENSG00000149016
154
803
3.11E−47
1.01E−45
0.16091954
YES


TWISTNB
ENSG00000105849
5
133
1.55E−21
2.37E−20
0.03623188
YES


TXN
ENSG00000136810
23
186
1.45E−21
2.21E−20
0.11004785
YES


TXNL4A
ENSG00000141759
44
482
1.97E−47
6.44E−46
0.08365019
YES


TYMS
ENSG00000176890
48
625
3.17E−59
1.54E−57
0.07132244
YES


U2AF1
ENSG00000160201
20
409
1.97E−48
6.70E−47
0.04662005
YES


U2AF2
ENSG00000063244
206
2154
 1.31E−114
 3.83E−112
0.08728814
YES


U2SURP
ENSG00000163714
183
1526
6.99E−88
9.11E−86
0.10708016
YES


UBA1
ENSG00000130985
28
381
1.32E−42
3.72E−41
0.06845966
YES


UBA2
ENSG00000126261
50
605
7.24E−57
3.27E−55
0.07633588
YES


UBA3
ENSG00000144744
210
965
3.61E−48
1.21E−46
0.1787234
YES


UBA52
ENSG00000221983
25
523
1.07E−57
4.95E−56
0.04562044
YES


UBAP1
ENSG00000165006
1747
2950
6.23E−17
8.33E−16
0.37193954
YES


UBE2H
ENSG00000186591
10665
16799
1.01E−21
1.54E−20
0.38832654
YES


UBE2I
ENSG00000103275
80
221
2.36E−11
2.66E−10
0.26578073
YES


UBE2L3
ENSG00000185651
1110
1538
2.31E−06
2.20E−05
0.41918429
YES


UBE2M
ENSG00000130725
295
547
5.60E−10
6.06E−09
0.35035629
YES


UBE2S
ENSG00000108106
11
115
2.89E−16
3.79E−15
0.08730159
YES


UBE2T
ENSG00000077152
387
805
8.09E−16
1.05E−14
0.32466443
YES


UBE3D
ENSG00000118420
558
1240
1.35E−22
2.11E−21
0.31034483
YES


UBE4B
ENSG00000130939
2349
3009
2.15E−05
0.00019377
0.43840985
YES


UBL5
ENSG00000198258
75
209
4.65E−11
5.21E−10
0.26408451
YES


UBR4
ENSG00000127481
295
562
8.98E−11
9.94E−10
0.34422404
YES


UBTF
ENSG00000108312
255
1447
4.29E−70
2.87E−68
0.14982374
YES


UCHL5
ENSG00000116750
819
1286
1.54E−09
1.64E−08
0.38907363
YES


UFD1L
ENSG00000070010
82
820
2.45E−65
1.39E−63
0.09090909
YES


UMPS
ENSG00000114491
192
527
1.16E−19
1.66E−18
0.26703755
YES


UPF1
ENSG00000005007
41
323
5.72E−32
1.16E−30
0.11263736
YES


UPF2
ENSG00000151461
405
1987
7.15E−75
5.78E−73
0.16931438
YES


UQCC
ENSG00000101019
927
1591
7.89E−14
9.61E−13
0.36814932
YES


UQCRC1
ENSG00000010256
360
728
3.95E−14
4.87E−13
0.33088235
YES


UQCRC2
ENSG00000140740
327
839
1.89E−23
3.02E−22
0.28044597
YES


UQCRFS1
ENSG00000169021
107
297
7.17E−14
8.75E−13
0.26485149
YES


UQCRQ
ENSG00000164405
42
130
5.07E−09
5.32E−08
0.24418605
YES


URB1
ENSG00000142207
59
494
5.06E−44
1.48E−42
0.10669078
YES


URB2
ENSG00000135763
140
397
3.45E−17
4.63E−16
0.26070764
YES


URI1
ENSG00000105176
1147
5536
 5.37E−115
 1.59E−112
0.17162951
YES


URM1
ENSG00000167118
60
899
2.67E−77
2.36E−75
0.06256517
YES


UROD
ENSG00000126088
98
348
3.08E−20
4.46E−19
0.21973094
YES


USE1
ENSG00000053501
72
269
8.22E−18
1.12E−16
0.2111437
YES


USP10
ENSG00000103194
1519
1954
7.58E−05
0.00066118
0.43737403
YES


USP36
ENSG00000055483
291
599
3.69E−13
4.42E−12
0.32696629
YES


USP37
ENSG00000135913
60
649
1.12E−57
5.17E−56
0.08462623
YES


USP39
ENSG00000168883
33
406
1.78E−43
5.10E−42
0.07517084
YES


USP5
ENSG00000111667
8
247
3.13E−35
7.03E−34
0.03137255
YES


USP9X
ENSG00000124486
731
3135
4.73E−83
5.26E−81
0.18908432
YES


USPL1
ENSG00000132952
187
948
3.31E−51
1.23E−49
0.16475771
YES


UTP11L
ENSG00000183520
25
380
1.42E−43
4.09E−42
0.0617284
YES


UTP14A
ENSG00000156697
83
591
2.72E−46
8.48E−45
0.1231454
YES


UTP15
ENSG00000164338
27
320
2.52E−36
5.85E−35
0.0778098
YES


UTP18
ENSG00000011260
50
586
3.45E−55
1.47E−53
0.07861635
YES


UTP20
ENSG00000120800
57
379
3.50E−33
7.36E−32
0.13073394
YES


UTP6
ENSG00000108651
71
702
5.64E−59
2.70E−57
0.09184994
YES


UVRAG
ENSG00000198382
5391
7125
4.84E−08
4.93E−07
0.43072867
YES


UXT
ENSG00000126756
34
373
1.11E−39
2.84E−38
0.08353808
YES


VARS
ENSG00000204394
383
608
5.56E−07
5.43E−06
0.3864783
YES


VBP1
ENSG00000155959
260
475
6.34E−09
6.62E−08
0.3537415
YES


VCP
ENSG00000165280
83
349
1.64E−23
2.63E−22
0.19212963
YES


VEZT
ENSG00000028203
798
1636
6.28E−22
9.69E−21
0.32785538
YES


VMP1
ENSG00000062716
3125
13385
 7.51E−137
 3.64E−134
0.18927922
YES


VPS13D
ENSG00000048707
953
9063
 1.83E−199
 4.58E−196
0.09514776
YES


VPS25
ENSG00000131475
70
290
1.83E−20
2.67E−19
0.19444444
YES


VPS29
ENSG00000111237
740
1871
1.02E−34
2.25E−33
0.28341632
YES


VPS33A
ENSG00000139719
730
1036
5.07E−06
4.73E−05
0.41336353
YES


VPS35
ENSG00000069329
125
315
1.22E−12
1.43E−11
0.28409091
YES


VPS36
ENSG00000136100
93
174
2.40E−05
0.00021606
0.34831461
YES


VPS51
ENSG00000149823
151
254
3.14E−05
0.0002805 
0.37283951
YES


VPS52
ENSG00000223501
664
861
0.00079606
0.00649986
0.43540984
YES


VPS53
ENSG00000141252
456
1209
4.48E−30
8.67E−29
0.27387387
YES


VPS72
ENSG00000163159
58
702
1.08E−62
5.67E−61
0.07631579
YES


WAC
ENSG00000095787
845
1649
1.12E−19
1.60E−18
0.33881315
YES


WAPAL
ENSG00000062650
191
530
5.08E−20
7.29E−19
0.26490985
YES


WARS
ENSG00000140105
125
605
1.34E−37
3.24E−36
0.17123288
YES


WARS2
ENSG00000116874
201
388
5.24E−09
5.50E−08
0.34125637
YES


WBP11
ENSG00000084463
22
338
3.79E−40
9.98E−39
0.06111111
YES


WBP4
ENSG00000120688
44
300
1.76E−28
3.26E−27
0.12790698
YES


WBSCR22
ENSG00000071462
56
432
7.37E−39
1.86E−37
0.1147541
YES


WDHD1
ENSG00000198554
443
2896
 9.42E−108
 2.38E−105
0.13267445
YES


WDR12
ENSG00000138442
282
912
1.90E−33
4.03E−32
0.2361809
YES


WDR18
ENSG00000065268
69
557
5.04E−47
1.62E−45
0.11022364
YES


WDR20
ENSG00000140153
7931
9681
3.03E−05
0.0002703 
0.45031797
YES


WDR25
ENSG00000176473
119
507
1.81E−30
3.55E−29
0.19009585
YES


WDR3
ENSG00000065183
38
444
1.19E−45
3.62E−44
0.07883817
YES


WDR33
ENSG00000136709
116
1214
5.03E−84
5.78E−82
0.08721805
YES


WDR36
ENSG00000134987
12
254
2.21E−34
4.86E−33
0.04511278
YES


WDR4
ENSG00000160193
462
1186
2.45E−28
4.52E−27
0.28033981
YES


WDR43
ENSG00000163811
58
888
4.49E−77
3.92E−75
0.06131078
YES


WDR44
ENSG00000131725
2860
3671
9.12E−06
8.36E−05
0.4379115
YES


WDR46
ENSG00000227057
38
87
6.39E−05
0.00055987
0.304
YES


WDR5
ENSG00000196363
46
259
3.10E−23
4.93E−22
0.15081967
YES


WDR55
ENSG00000120314
22
182
2.14E−21
3.23E−20
0.10784314
YES


WDR59
ENSG00000103091
274
697
8.09E−21
1.20E−19
0.28218332
YES


WDR70
ENSG00000082068
134
1245
8.19E−82
8.62E−80
0.09717186
YES


WDR74
ENSG00000133316
53
368
3.47E−33
7.32E−32
0.12589074
YES


WDR75
ENSG00000115368
15
334
2.15E−42
6.01E−41
0.04297994
YES


WDR77
ENSG00000116455
10
113
2.21E−16
2.91E−15
0.08130081
YES


WDR82
ENSG00000164091
207
1073
6.80E−56
2.98E−54
0.16171875
YES


WDR92
ENSG00000243667
47
428
3.63E−41
9.93E−40
0.09894737
YES


WEE1
ENSG00000166483
31
542
2.32E−57
1.06E−55
0.05410122
YES


WIBG
ENSG00000170473
1365
1851
3.57E−06
3.35E−05
0.4244403
YES


WNK1
ENSG00000060237
1158
2205
4.51E−21
6.75E−20
0.34433541
YES


WRB
ENSG00000182093
503
1385
4.02E−34
8.69E−33
0.26641949
YES


XAB2
ENSG00000076924
5
68
1.54E−11
1.74E−10
0.06849315
YES


XPO1
ENSG00000082898
415
1829
5.08E−66
2.94E−64
0.18493761
YES


XPO5
ENSG00000124571
176
565
6.55E−25
1.09E−23
0.23751687
YES


XRCC1
ENSG00000073050
153
581
4.25E−30
8.24E−29
0.20844687
YES


XRCC2
ENSG00000196584
103
557
2.26E−38
5.56E−37
0.15606061
YES


XRCC3
ENSG00000126215
158
530
4.12E−25
6.90E−24
0.22965116
YES


XRCC6
ENSG00000196419
130
594
1.25E−35
2.84E−34
0.17955801
YES


XRN1
ENSG00000114127
139
815
2.81E−51
1.05E−49
0.14570231
YES


XRN2
ENSG00000088930
402
1264
9.23E−39
2.31E−37
0.24129652
YES


YAE1D1
ENSG00000241127
12
244
3.64E−33
7.65E−32
0.046875
YES


YARS
ENSG00000134684
168
1470
8.54E−88
1.10E−85
0.1025641
YES


YARS2
ENSG00000139131
168
364
7.50E−11
8.32E−10
0.31578947
YES


YBX1
ENSG00000065978
165
346
6.40E−10
6.91E−09
0.32289628
YES


YEATS2
ENSG00000163872
881
1187
4.16E−05
0.0003687 
0.42601547
YES


YEATS4
ENSG00000127337
166
589
1.96E−28
3.63E−27
0.21986755
YES


YKT6
ENSG00000106636
6
160
7.05E−25
1.18E−23
0.03614458
YES


YLPM1
ENSG00000119596
187
392
1.12E−10
1.24E−09
0.32297064
YES


YME1L1
ENSG00000136758
267
676
2.64E−20
3.83E−19
0.28313892
YES


YPEL5
ENSG00000119801
73
189
1.96E−09
2.08E−08
0.27862595
YES


YRDC
ENSG00000196449
12
166
4.33E−23
6.86E−22
0.06741573
YES


YTHDC1
ENSG00000083896
49
803
2.22E−73
1.68E−71
0.05751174
YES


YY1
ENSG00000100811
45
538
2.13E−52
8.36E−51
0.07718696
YES


ZBTB11
ENSG00000066422
137
351
7.30E−14
8.91E−13
0.2807377
YES


ZBTB17
ENSG00000116809
55
386
1.77E−34
3.89E−33
0.12471655
YES


ZBTB2
ENSG00000181472
489
663
0.00034172
0.00286793
0.42447917
YES


ZBTB8OS
ENSG00000176261
472
4906
 1.38E−165
 1.73E−162
0.08776497
YES


ZC3H11A
ENSG00000058673
673
1182
6.91E−13
8.17E−12
0.36280323
YES


ZC3H13
ENSG00000123200
242
876
6.89E−37
1.62E−35
0.21645796
YES


ZC3H18
ENSG00000158545
41
466
7.69E−47
2.45E−45
0.08086785
YES


ZC3H4
ENSG00000130749
3147
3844
0.0002465 
0.00209193
0.45015019
YES


ZC3H8
ENSG00000144161
58
644
7.75E−58
3.59E−56
0.08262108
YES


ZCCHC9
ENSG00000131732
17
363
9.24E−45
2.74E−43
0.04473684
YES


ZCRB1
ENSG00000139168
278
743
3.02E−23
4.80E−22
0.27228208
YES


ZFC3H1
ENSG00000133858
108
202
8.22E−06
7.56E−05
0.3483871
YES


ZFR
ENSG00000056097
581
1086
1.55E−14
1.94E−13
0.34853029
YES


ZMAT2
ENSG00000146007
10
145
5.14E−21
7.65E−20
0.06451613
YES


ZMAT5
ENSG00000100319
75
393
8.36E−30
1.61E−28
0.16025641
YES


ZMYND8
ENSG00000101040
5658
8047
5.26E−12
6.05E−11
0.41284203
YES


ZNF131
ENSG00000172262
149
672
3.87E−38
9.41E−37
0.18148599
YES


ZNF143
ENSG00000166478
3240
5265
3.47E−18
4.79E−17
0.38095238
YES


ZNF148
ENSG00000163848
1650
2443
5.99E−10
6.49E−09
0.40312729
YES


ZNF207
ENSG00000010244
75
765
5.98E−63
3.15E−61
0.08928571
YES


ZNF236
ENSG00000130856
519
1387
1.10E−32
2.30E−31
0.27229801
YES


ZNF259
ENSG00000109917
8
141
2.58E−21
3.88E−20
0.05369128
YES


ZNF335
ENSG00000198026
203
1053
2.58E−55
1.10E−53
0.1616242
YES


ZNF407
ENSG00000215421
1001
2909
3.22E−52
1.24E−50
0.25601023
YES


ZNF574
ENSG00000105732
22
161
1.31E−18
1.82E−17
0.12021858
YES


ZNF622
ENSG00000173545
17
108
5.63E−13
6.68E−12
0.136
YES


ZNHIT1
ENSG00000106400
124
244
3.73E−07
3.68E−06
0.33695652
YES


ZNHIT3
ENSG00000108278
25
124
1.27E−12
1.49E−11
0.16778523
YES


ZNHIT6
ENSG00000117174
45
332
1.02E−31
2.07E−30
0.1193634
YES


ZRANB2
ENSG00000132485
255
378
0.00016427
0.00140978
0.4028436
YES


ZRSR2
ENSG00000169249
244
732
6.72E−27
1.19E−25
0.25
YES


ZW10
ENSG00000086827
23
146
3.01E−16
3.94E−15
0.13609467
YES


ZZZ3
ENSG00000036549
472
1391
1.49E−37
3.57E−36
0.2533548
YES









While the disclosure has been particularly shown and described with reference to specific embodiments (some of which are preferred embodiments), it should be understood by those having skill in the art that various changes in form and detail may be made therein without departing from the spirit and scope of the present disclosure as disclosed herein.

Claims
  • 1. A method for treating cancer in an individual in need thereof, the method comprising: i) obtaining one or more biological samples from the individual;ii) determining different nucleotide sequences in cancer and non-cancer cells from the biological sample to identify a candidate target sequence that is present in the cancer cells and not present in the non-cancer cells, further characterizing the candidate target sequence to determine it is suitable for use as a target sequence, wherein the further characterizing the candidate target sequence comprises determining in the cancer cells but not the non-cancer cells that the candidate target sequence comprises: a) a homozygous mutation in the cancer cells that is a segment of a chromosome that is within 3 Kb-10 kb of an exon of an essential gene, wherein optionally the exon is not an alternatively spliced exon;b) identifying a protospacer adjacent motif (PAM) in the segment of a); andc) identifying a sequence in the chromosome that is preferably separated from the PAM by 13 to 17 nucleotides, and more preferably separated from the PAM by 1 to 11 nucleotides, wherein the identified sequence is approximately 32 nucleotides in length, to thereby identify a suitable target sequence; andiii) based on the different nucleotide sequences in the cancer cells relative to the non-cancer cells, introducing into cells of the individual a CRISPR Cas3 system comprising a guide RNA targeted to a segment of the chromosome that is linked to the target sequence such that the chromosome comprising the target sequence is degraded, thereby treating the cancer.
  • 2. The method of claim 1, wherein the further characterizing the candidate target sequence also comprises determining that the different nucleotide sequences in the cancer cells comprises a mutation in the cancer cells in the candidate target sequence, said mutation comprising at least one of: a breakpoint sequence in a chromosomal translocation sequence; a mutation that comprises an insertion or a deletion; a di-nucleotide mutation; or a single nucleotide mutation to thereby determine the candidate target sequence is a suitable target sequence.
  • 3. The method of claim 1, further comprising repeating introducing into cells of the individual the CRISPR Cas3 system comprising the guide RNA such that the cancer cells are killed.
  • 4. The method of claim 2, further comprising repeating introducing into cells of the individual the CRISPR Cas3 system comprising the guide RNA such that the cancer cells are killed.
  • 5. The method of claim 1, wherein identifying the candidate target sequence and/or further characterizing the candidate target sequence is performed using a computer comprising a digital processor running software that compares DNA sequences from the cancer cells to DNA sequences from the non-cancer cells.
  • 6. The method of claim 2, wherein identifying the candidate target sequence and/or further characterizing the candidate target sequence is performed using a computer comprising a digital processor running software that compares DNA sequences from the cancer cells to DNA sequences from the non-cancer cells.
  • 7. The method of claim 3, wherein identifying the candidate target sequence and/or further characterizing the candidate target sequence is performed using a computer comprising a digital processor running software that compares DNA sequences from the cancer cells to DNA sequences from the non-cancer cells.
  • 8. The method of claim 4, wherein identifying the candidate target sequence and/or further characterizing the candidate target sequence is performed using a computer comprising a digital processor running software that compares DNA sequences from the cancer cells to DNA sequences from the non-cancer cells.
  • 9. The method of claim 1, wherein the CRISPR Cas system comprises the guide RNA targeted to the target sequence, and a combination of proteins or one or more polynucleotides that express the combination of proteins after introduction into the cell, wherein the combination of proteins comprises Cas3, Cse1/CasA, Cse2/CasB, Cas7/CasC, Cas5e/CasD and Case/CasE (Cascade).
  • 10. A method for identifying a target sequence for use with a CRISPR Cas3 system comprising determining different nucleotide sequences in cancer and non-cancer cells from a biological sample to identify a candidate target sequence that is present in the cancer cells and not present in the non-cancer cells, and further characterizing the candidate target sequence to determine it is suitable for use as a target sequence, as in claim 1.
  • 11. A system configured to perform the method of claim 10, the system comprising a DNA sequencer and a computer comprising a digital processor running software that compares DNA sequences from cancer cells to DNA sequences from non-cancer cells to identify candidate target sequences.
CROSS REFERENCE TO RELATED APPLICATION

This application claim priority to U.S. provisional application No. 63/290,489, filed Dec. 16, 2021, the entire disclosure of which is incorporated herein by reference.

PCT Information
Filing Document Filing Date Country Kind
PCT/US2022/081852 12/16/2022 WO
Provisional Applications (1)
Number Date Country
63290489 Dec 2021 US