WO2019008412A1

WO2019008412A1 - Utilizing blood based gene expression analysis for cancer management

Info

Publication number: WO2019008412A1
Application number: PCT/IB2017/054012
Authority: WO
Inventors: Rajan DATAR; Akolkar DADA; Fulmali POOJA; Sachin APURWA; Sneha PURANIK
Original assignee: Datar Rajan
Priority date: 2017-07-03
Filing date: 2017-07-03
Publication date: 2019-01-10

Abstract

The invention is a method to use the gene expressions in purified mono- nucleated cells from the cancer patient's peripheral blood and purified mono- nucleated cells obtained from those of healthy individuals for management of cancer by the comparative iteration and reconstruction of critical cell cycle pathways that are remodelled by cancer. The invention is based upon the discovery by the inventors of singular, paired, unidirectional or bidirectional tandem deregulation of gene expression in gene or gene clusters embedded in peripheral mono-nucleated cells consequent upon the onset of malignancy. This invention optimizes management of cancer by enabling early detection, response and close observation of resistance to therapy in a given patient in real time by a blood draw.

Description

UTILIZING BLOOD BASED GENE EXPRESSION ANALYSIS FOR

CANCER MANAGEMENT

DESCRIPTION

Technical Field of the Invention:

The present invention relates to personalizing and making more safe and efficacious the detection and management of cancer by real time monitoring of blood derived purified mono-nucleated cells.

Prior Art and Practice:

Presently, cancer is detected mainly on the basis of symptomatic complaints of patients and in rare cases and few types of cancer such as breast, lung and colon by screening tests such as mammography followed by biopsies to resect a portion of the suspected malignant growth and consequential pathological analysis. The process of disambiguating a growth in the human body suspected to be malignant is thus painful, invasive and risky besides being often times subjective and leads to misdiagnosis especially in cases where metastasis has already occurred i.e. where the cancer is of unknown primary. So also, even gene expression analysis of the resected tumor or the biopsy captures only a small part of the tumor and does not account for the trans-metastasis and intra-tumor heterogeneity. Also, tumors evolve as time goes by and their dynamic characteristics cannot be captured by any known technology available presently. These limitations are a serious handicap in cancer diagnosis, treatment and management. Even in the case of patients who are diagnosed with cancer, the monitoring of therapeutic success and recurrence remains a challenge as the present technique of imaging is limited by the prohibition of the frequency of its use and the unacceptable radiation risks together with inherent detection inabilities below a certain physical dimension. The present invention uses the benchmarked gene expression of purified peripheral blood purified mono-nucleated cells obtained from a statistically relevant number of healthy males and females for comparison with a context dependent, characteristic signature and molecular artifacts obtained from the gene expression of peripheral blood purified mono-nucleated cells obtained from a statistically relevant number of cancer specific patients, both male and female and use the same as a standard gauge/ multidimensional matrix for comparison in relation to the presence or absence and/or proportionality inter se of the same in cancer patients for reviewing therapy success or recurrence or evolution and in asymptomatic individuals for the purpose of early detection of cancer.

DESCRIPTION AND WORKING OF THE INVENTION:

1. The invention is the method to extract a discernable and distinct pattern for detection of cancer in asymptomatic individuals depending upon the mathematical values of gene expression obtained from purified peripheral blood mono nucleated cells by contextual correlation between single gene pairs and / or clusters. The invention further enables determination of the origin of cancer by further analysis of the gene expression pattern obtained from purified peripheral blood mono nucleated cells by contextual correlation between single gene pairs and/or clusters. The invention in the first step involves the isolation, extraction and purification of peripheral blood purified mono-nucleated cells obtained from the blood samples of a statistically relevant set of healthy, asymptomatic individuals and known cases of cancer and the same are further stratified as per age and gender. In the next step, the invention involves the isolation of Ribo Nucleic Acid (RNA) whole and fragments from the Cells referred above and conversion of the same to a form and characteristic to suitably measure their presence and relative abundance by direct expression assays. The present invention claims include assays or sets of assays either singly or pooled which are composed of the synthetic gene oligos with or without florescent molecules or multiplex gene oligo pools for use in massively parallel DNA/RNA sequencing machine or on a chip for detection / measurement of florescence values relating to presence or abundance of the relevant gene as enumerated herein below. The invention involves the iteration of the presence and/or expressions detected in step (2) above to identify the context of the direction and extent of individual or groups of genes differentially expressed and/or cell cycle aberrations in the genes to identify the pathways that are trending statistically towards cancer characteristics or otherwise as evident from such expressions detected in step (2) above. The information gathered from the analysis of the relative gene expressions from samples of peripheral blood purified mono-nucleated cells of asymptomatic healthy persons compared with such expressions from samples of relevant cancer patients is categorized for implication in the Hallmarks of Cancer i.e.

(i) sustaining proliferative signaling;

(ii) evading growth suppressors;

(iii) activating invasion and metastasis;

(iv) enabling replicative immortality;

(v) inducing angiogenesis;

(vi) resisting cell death;

(vii) avoiding immune destruction;

(viii) deregulating cellular energetics;

Enabling characteristics

(ix) tumor promoting inflammation;

(x) genome instability and mutation; After such categorization of the role played by each dis-regulated artifact / nucleic acid expression, it is possible to investigate whether the whole or part of the Hallmarks of Cancer and or the cancer cascade is activated and leads to the inference of carcinogenesis. The information gathered from the analysis of the relative gene expressions from samples of peripheral blood purified mono-nucleated cells of asymptomatic healthy persons compared with such expressions from samples of relevant cancer patients is categorized for investigation in following functional groups in so far as the gene aberrations and gene expressions are concerned:

(i) Mitosis and cell cycle regulation

(ii) Biogenesis of the chromosomes, alignment and segregation

(iii) Mitotic spindle and centrosome

(iv) Microtubules synthesis

(v) Cytokinesis

(vi) Sternness

(vii) Epithelial to mesenchymal transition

(viii) Mesenchymal to epithelial transition

(ix) Drug response and resistant artifacts

(x) Immuno modulatory signaling The information gathered from the analysis of the relative gene expressions from samples of peripheral blood purified mono-nucleated cells of asymptomatic healthy persons compared with such expressions from samples of relevant cancer patients is categorized for implication is further clustered into following pathways/ receptors in cancer:

(i) Wnt signaling

(ϋ) mTOR signaling

(iii) PI3K-AKT signaling

(iv) JAK-STAT signaling

(v) MAPK signaling

(vi) VEGF signaling

(vii) P53 signaling

(viii) EPvBB signaling

(ix) PPAR signaling

(x) Calcium signaling

(xi) ECM Receptor Interaction

(xii) TGF Beta signaling

(xiii) Glycolosis / Glucogeneis

(xiv) HIF1 signaling

(XV) Transcriptional mis-regulation

(xvi) Choline metabolism

(xvii) Viral carcinogenesis

(xviii) Chemical carcinogenesis (xix) Proteoglycans

(xx) Failed gene repair

(xxi) Focal adhesion

(xxii) Arachidionic Acid metabolism

(xxiii) T Cell Receptor signaling

(xxiv) Cell adhesion Advantageously the invention can also be used for understanding the nature and extent of modification brought about by the malignancy in the body to the immune system as represented by the peripheral blood purified mono- nucleated cells. The study of such modification can also be used for devising therapies to reactivate the immune system that is silenced by secretions from the tumor. Advantageously, the invention can also be used for the analysis of relative gene expressions to distinguish between benign enlargement of the prostate and prostate cancer, benign lesions of the Central Nervous System including the brain and malignant tumors thereof, non-malignant fibro adenoma of the breast versus breast cancer, benign lesions of the lung versus lung cancer, ovarian fibroids / cysts versus ovarian cancer, metastatic versus non- metastatic disease by relevant juxtaposed gene expression comparisons from relevant differentiated patient samples. . Advantageously, the invention can also be used for the analysis of relative gene expressions to distinguish between aggressive and indolent prostate cancer by relevant juxtaposed gene expression comparisons from relevant differentiated patient samples. . Advantageously, the invention can also be used for the analysis of relative gene expressions to distinguish between high grade and low grade gliomas by relevant juxtaposed gene expression comparisons from relevant differentiated patient samples. . Advantageously, the invention can also be used for immunotherapy drug development and to study the adaptation, drug resistance by evasive mechanisms to refine the therapeutic approach for an individual patient. The invention can further be used for optimizing the dose and finding the optimum proportion of various immunotherapy drugs suitable for a given patient's cancer. The invention can yet further be used to test the sequential and tandem efficacy of immunotherapy drugs and to modulate the dosage and proportion of immunotherapy drugs by monitoring the sequential changes in the gene expressions of an individual patient's peripheral blood purified mono-nucleated cells. . Advantageously, the method in the invention can be used to test the time dependent efficacy/ loss of efficacy of immunotherapy drugs if the test is used sequentially in tandem with the treatment. . A further embodiment of this invention is to create a signature of premalignant transformations as evidenced by dynamic changes in a given individual patient or asymptomatic persons over a defined period of time in the gene expression profile of peripheral blood purified mono-nucleated cells. . Yet another embodiment of this invention is to create a signature of gene expression from peripheral blood purified mono-nucleated cells of organ specific and/or stage and/or grade specific patient samples for comparison with the profile of gene expression of peripheral blood purified mono-nucleated cells in patients in whom the primary cancer is unknown and/or impossible to be known. . This invention thus optimizes management of cancer by non-invasive / minimally invasive technique with very high reliability and specificity. . The terms used to describe this invention have their common scientific meanings and context unless otherwise so defined or explained. Blood means and includes human blood obtained by any means as a liquid, dry / wet blood spot or separated by mechanical or chemical process in different components. Gene expression means and includes the copy numbers of messenger RNA and micro RNA of all descriptions including coding, non- coding and small RNA either considered singly, in pairs, in random clusters, in functional clusters, in chromosomal clusters or directionally concordant or discordant clusters and ad-hoc observation based clusters. The particulars of the genes relevant for this invention are set out at Table 'A' and Table 'Β'. The invention relies upon the discovery by the inventors of singular, paired, unidirectional or bidirectional tandem deregulation of gene expression in gene or gene clusters embedded in peripheral mono -nucleated cells consequent upon the onset of malignancy from the set of genes enumerated at Table 'A' and Table 'Β'. The nature of deregulation discovered by the invention may be either absence or presence of copies of a particular gene or a set of genes or their singular excessive or depleted number of copies in the peripheral blood mono-nucleated cells of persons harboring a malignancy as compared to those persons who have no such disease. TABLE 'Α' hsa-let-7a, hsa-miR-19b, hsa-miR-31, hsa-miR-210, hsa-let-7f, hsa-miR-92a, hsa-miR-193b, hsa-miR-720, hsa-miR-99b, hsa-miR-181b, hsa-miR-30b, hsa- miR-197, hsa-let-7g, hsa-miR-93*, hsa-miR-lOa, hsa-miR-150, hsa-miR-22, hsa-miR-342-3p, hsa-miR-25, hsa-let-7d, hsa-miR-660, hsa-miR-301, hsa- miR-590-5p, hsa-miR-103, hsa-miR-145, hsa-miR-132, hsa-miR-30a-3p, hsa- miR-93, hsa-miR-100, hsa-miR-lOb, hsa-miR-222, hsa-miR-10b*, hsa-miR- 486, hsa-miR-451, hsa-miR-345, hsa-miR-30e-3p, hsa-miR-29a, hsa-miR-30c, hsa-miR-30d, hsa-miR-15b, hsa-miR-20a, hsa-let-7e, hsa-miR-17, hsa-miR- 520c-3p, hsa-miR-195, hsa-miR-142-3p, hsa-miR-652, hsa-miR-328, hsa-miR- 16, hsa-miR-191, hsa-miR-130a, hsa-miR-19a, hsa-miR-320, hsa-miR-193a- 5p, hsa-miR-21, hsa-miR-106b, hsa-miR-221, hsa-miR-30a-5p, hsa-miR-99a, hsa-miR-192, hsa-miR-126, hsa-miR-199a-3p, hsa-miR-20b, hsa-miR-27b, hsa-miR-151-5P, hsa-miR-27a, hsa-miR-18a, hsa-miR-181a, hsa-miR-214, hsa-miR-152, hsa-miR-532-3p, hsa-miR-29c, hsa-miR-127, hsa-miR-122, hsa- miR-22*, hsa-miR-15a, hsa-miR-320B, hsa-miR-194, hsa-miR-224, hsa-miR- 26b, hsa-miR-185, hsa-miR-128a, hsa-miR-744, hsa-miR-422a, hsa-miR-23a, hsa-miR-200c, hsa-miR-365, U6 snRNA, hsa-miR-183*, hsa-miR-148a, hsa- miR-382, hsa-let-7c, hsa-miR-323-3p, hsa-miR-1291, hsa-miR-1271, hsa-miR- 133a, hsa-miR-363, hsa-miR-200b, hsa-miR-143,hsa-miR-92b*, hsa-miR-142- 5p, hsa-miR-1233, hsa-miR-340*, hsa-miR-517a, hsa-miR-1285, hsa-miR-642, hsa-miR-125b, hsa-miR-190, hsa-miR-148b, hsa-miR-101, hsa-miR-29b, hsa- miR-372, hsa-miR-204, hsa-miR-99a*, hsa-miR-95, hsa-miR-1262, hsa-miR- 629, hsa-miR-629, hsa-miR-203, hsa-miR-208, RNU48, hsa-miR-502-3p, hsa- miR-373, hsa-miR-107, hsa-miR-302b, hsa-miR-192*, hsa-miR-200a, hsa- miR-301b, hsa-miR-34a, hsa-miR-1290, hsa-miR-218, hsa-miR-141, hsa-miR- 625, hsa-miR-9, hsa-miR-375, hsa-miR-199b, hsa-miR-199a, hsa-miR-886-3p, hsa-miR-133b, hsa-miR-92a-2*, hsa-miR-136*, hsa-miR-512-3p, hsa-miR- 124a, hsa-miR-19b-2*, hsa-miR-155, hsa-miR-346, hsa-miR-106a*, hsa-let- 7i*, hsa-miR-182, hsa-miR-661, hsa-miR-l-5p, hsa-miR-92a-l*, hsa-miR-96, hsa-miR-509-5p, hsa-miR-205, hsa-miR-196a*, hsa -miR-187, hsa-miR-1179, hsa-miR-135b, hsa-miR-149, hsa-miR-429, hsa-miR-146a*, hsa-miR-34b, hsa- miR-138

TABLE 'Β'

Gene List (14187)

HBA2; TMSB4X; HBB; PPBP; ACTB; NRIP1; FTH1; B2M; EEF1A1 CDC27; RPL11 ; REXO1L2P; RPLP2; ACTG1; RPPH1; S 100A8; FTL HSP90AB2P; RPS 16; PTMA; CCL5; TRAK2; SH3BGRL3; CORO1C; RPL4 RPS 1 1; RPLP1; RPS4X; PF4; RPL21; USP17L6P; C21orf7; TAGLN2 RPL18; TPT1; RPL32; RPS21; RPL10; PF4V1; RPL13A; SPARC; RPL26 RPL27; RPS6; KCNQ 1OT 1; F13A1; GAPDH; TMSB 10; RPL28; CA1 H3F3A; RPS28; RPS23; GNB2L1; MYL9; EEF1G; NRGN; UBB; NAMPT; RPL13AP20; RPS 15; PABPC1; RPS8; HIST1H3C; MYL12A; LOC349196 CALM3; RSU1; RGS 18; RPL23; RPL15; PDIA5; RPL27A; RMRP; RPS 19 RPLPO; LIMS 1; EEF2; CXCR2P 1; LOC440173; RPS3; HLA-E; RPS2 HIST2H2BE; S 100A1 1; RPL 19; RPL7A; HERPUD2; S 100A9; RPS20; ITM2B; UBE2D2; PTGES3 ; YBX1 ; RPL29; RPL30; FAM46C; RPL3 TSC22D 1; GPX1; IFITM2; SDPR; PFN1; RPS 13; TUBA1C; TUBA IB RPS3A; SH3BGRL; SNCA; TRAPPC1; CLU; PGRMC1; RPS 12; IFITM1 IFITM3; CFL1; RPL5; ARPC1B; C7orf73; SOD2; TPM3; RUFY1; OAZ1 TYROBP; NAP1L1; YPEL5; RPS25; EIF1; RHOA; SLAIN2; HLA-DRA PTGS 1; ANKRD12; RPL6; TGFB1; RPL18A; CST7; RPL37A; EEF1B2 TPP1; ANKRD20A9P; MEMO1; RPL36A; ANP32B; HSPA8; RPL7; TIMP1 TUBB1; S 100A12; ITGA2B; HLA-A; RPL38; HIST1H4B; RPS 15A; RPS27 DUX4L4; ITGB3; RPS9; RAB 11A; H19; YWHAH; MSN; HLA-DPA1 YWHAE; SRP14; HIST1H2BK; RNFl l; SHISA9; TUBA 1 A; NEXN; MMD VIM; PRKAR2B; RPL35; HIST1H2AJ; HMGB2; HIST1H2AH; RPL36 PPDPF; C6orfl41; ARHGDIB; URI1; FXYD5; CDC42; PPIA; RPS 10; SET RGS 10; LYZ; RPS27A; RPL12; HIST1H3B; MITD1; PITPNB; DCAF12 GNG11; SLC9A3R2; TMEM181; OST4; HLA-C; CLC; GRAP2; USP17L5 FLNA; ARPC2; HIST1H2BD; PCBP2; FCER1G; DYNLRB1; TMEM165 RPL39; IFI6; RAP IB; RBPMS2; ATP5L; LOC392196; PRM3 ; RPS5 PDZK1IP 1 ; BCL2L 1 ; ZKSCAN 1 ; TTC30A; ANO6; PRDX2; CD226 COTL1; TPM4; GNAI2; CD99; CNOT1; SSBP3; ENO1; HIST1H4C; CA2 NLK; PFDN5; CXCL5; TXNIP; GNAZ; CCND3; PRDX6; FOXPl; ANXA2 SRGN; TSC22D3; IKBKB; CECR6; SNAP23; EXOSC1; AKT3; UBA52 SH3BGRL2; CXADRP2; NANOG; HBG2; GPR119; ZYX; LAPTM5; CST3 RPS 18; RAC2; PCBP1; ANXA1; OR10J3; NT5C3; TCL1A; UBE3A; CLIC1 ALAS2; HIST1H4E; OR2A20P; RPLIOA; ADIPORl; LSPl; NPMl; STOM; RAB13; SPDYE7P; NKG7; HIST1H2AG; KRTAP19-1; ARF1; CTSA; CCNI FAU; CORO 1A; GDI2; GABARAP; IL32; LRMP; ZMAT2; ATP5J2 PISRTl; TLNl; EIF4G3; HIST1H3I; EFHD2; TUBB; RTN4; RAD23A BLVRB; HIST1H2BM; BPI; CLDN24; FNTA; ITGB1; AHSP; ASS 1; RPS26 IFI30; FKBP1A; SDF4; FHDC1; RAB31; C9orf78; DDX11L9; HLA-DPB1 RBM39; KRTAP19-2; CD52; DEFA3; H3F3B; UBE2D3; EEF1D; CD68; HNRNPM; FLU; AP1S2; HSP90AB1; ROBO3; HIST1H4D; ATF4; MGC16025; ZNF124; BIN2; MTPN; HIST1H2BC; HIST2H3D; CCDC90A; SNORA7B; DYNLL1; GYPC; IGLL5; KRTAP5-5; PFN1P2; ZNF430; RPL29P2; ARRB2; TUBA4A; DAD1; CLIC4; RPL13; EIF4A1; SNORA70; DGCR9; TPI1P3; EIF2AK1; HNRNPA2B1; ODC1; NGFRAP1; ARL8B; SAT1; EIF3E; WHAMMP1; WIPF1; MRGPRD; LOC643955; SERPINB1; HIST1H3G; HIST1H3J; HEMGN; S100A4; GP9; DAP; BRK1; CCDC91; ACTN1; SLC40A1; CDKAL1; SNORA53; MNDA; MPP1; DEFA1B; BNIP3L; PTPRJ; SLC2A1; GLRX5; CD37; ODF2L; NACA; H1FX; KLHL2; ZNF532; PRUNE; BHLHE23; EIF4A2; HSPA4; MYL12B; HLA-B; KRTAP5-1; RNASE8; FOXL1; MYEOV2; SMA5; MXI1; PDIA6; PTPN22: KRTAP10-8; MT2A; EIF1B; EIF5A; COX6A1; USP17L2; RPL36AL; PTPN18; EIF4G2; G0S2; ZNF766; MCL1; HIST1H1E; HIST2H2AC PPP3R1; IFI27; FECH; CTTN; MYH9; EMC3; SAMD3; KIAA2013; HBG1; DEFA4; SNX3; MATR3; OR11H12; HIST1H4H; ISG15; OSBP2: ATP6V0E1; SMIM5; FNIPl; CDRT15P2; KRTAPlO-1; TCEB2; HBM; AQP7P1; CCDC7; LEPROT; CDRT15P1; TMEM140; RBXl; CTSG; FAM108A1; AS3MT; SKAP2; MKRNl; HIST1H2AC; LRRFIP1; YPEL3 SUMO2; STRADB; UCP2; HIST1H2AM; KRTAP10-7; COX6B1; CDR1; OR6X1; ACTR3BP2; GP1BA; FBXO7; HNRNP A3 ; H2AFZ; ZNF485; ZNF571; LOC339240; HIST1H2BH; IER5; OR1M1; ARL6IP5; POM121L4P; RANBP17; DND1; LTB; CDC42SE2; EIF4H; DNTT; C7orf41; RAB27B; KIAA1462; PSAP; CBFA2T2; ABI3; C3orf74; KRTAP21-2; COX4I1; OR2T3; LOC389791; EIF3L; PVALB; TPM1; REXO1L1; FFAR2; FKBP4; HIST1H1C; GLTSCR2; CMPK1; RNF7; MBNL3; CDK2AP1; SAPCD2; PRTN3; LAMTOR1; EIF3F; GYPA; HIST1H1B; GPI; MOB IB; TOMM7; PIM1; LCP1; POLR2E; BRI3; CNN2; LOC100129034; LOC643406; PDCD10; ACTR2; ARGFX; RIMBP3B; ST13; RPL24; HIST1H4J; ANXA2P3; UBE2S; HMGN2; OR10G7; CLK1; ZNF662; CHCHD2; CAPZB; MAN2A1; GPR32; SLU7; EIF2S3; CDRT15L2; HNRNPU; HSPB1; SLC25A37; C12orf75; WBP2; KRTAP10-12; CAP1; HIST1H4K; XPO7; GBP2; AGPAT1; HIST1H4L; SNRPA1; CLEC1B; COPS8; RFPL3; ZFP36; OR5B21; MBD2; EIF4E3; CH25H; ZDHHC20; PDGFA; TMEM55A; FLJ23867; PSMA6; FCGR3A; OR2T2; SNORA70F; ST6GAL2; BPGM CD9; TMEM40; DRAP1; OR6F1; R3HDM4; SPATA31C1; HDGF; MDM2; RAB6A; OR7E37P; SLC25A39; ARPC3; COX17; EPB41; ATP6V0C; FTO; GRHPR; PDCD4; KRTAP9-1; GNA13; PRKAR1A; PSMB2; IFI16; HBD; LOC606724; EPB42; GUSBP5; C14orfl78; KRT8; OR5M11; EIF4B; SWAP70; CAPZA1; ILK; CCDC66; ABCC9; EMP3; NUTF2; SPPL2C; CRIPl; MIR3907; EZR; HIST1H1D; ATP5G2; POLRMT; OXER1; BSG; OR52K2; H2AFX; HSP90AA1; KRBOX1; GABARAPL2; SQSTM1; SCYL2; PCDHB11; MX1; CDKN1A; OR4D1; AIF1; ARGFXP2; AES; STRN3 TTC1; PNISR; EPS 15; THBS1; FAM226A; TALDO1; DAB2; RAB8B: FBXL17; PPP1R14B; CSDA; GNLY; NDUFA13; ASNA1; RAB8A; MAGEB4; PIK3AP1; CMIP; SEC14L1; PSMB9; SLC11A2; USF2: KRTAP10-2; KRTAP6-2; CDK2AP2; ARPC5; MAX; TFDPl; DANCR: TFRC; ZFP36L1; UBXNl; SH3RF3-AS1; PPPICB; TYMS; BET3L; ADAR: FRA10AC1; ELOVL7; ELK4; JAM3; SH3GL1P2; EIF3K; SLC25A6: FLJ42627; HIST1H3F; CAPRIN1; TSSK1B; ARMC1; SUSD3; TAOK1: PDIA3P; TKT; HIST1H2AL; SIGLECll; HSPA1A; UROD; SNORA64: OXCT2; OR10S1; FYB; CAT; EHBP1L1; ZNF224; SOD1; LYAR; PSMC6: KRTAPlO-11; ARID3B; LOC401321; GLRA3; FGF16; IFIT1B; VAT1: SNHG4; HIST1H2BN; SRSF6; SLC4A1; LINC00244; OR4E2; SUB1: SNORA70C; SIGLEC10; Cllorf58; GPX4; HPS6; ARF3; ZNF782: RNASEK; VRK1; PABPC3; SBDS; HIST2H2AB; ASAP1; PGD: HIST1H2BI; ZC3H13; TMCC2; NACAP1; CAPZA2; RPL8; BTF3; OR2T1: DNAJA1; ADRA2C; PTRF; IDS; GTPBP2; C20orf94; KRTAP12-3: LOC 100129794; PDK4; LGALSL; CNOT6L; OR2F2; C4orf34; CCDC134: DHDDS; HTR1B; SUZ12P1; SLC18A3; TMOD3; OR8B4; TMED10P1: DEK; HIGD2A; PARK7; LOC158696; KIAA0368; UFSP1; MTMR14: PTTG1IP; MOB3C; PAIP2; HNRNPA1; RIT1; HSPA6; HIST1H2BE: TMEM189; SNRPD1; KIAA1919; TMEM114; IGFBP5; LOC100288814: CDRT15; FAM100B; PITPNC1; SLC25A5; ATP7A; SSTR4; CALM1; GLE1: GPSM3; OLIG3; ELMO3; RNPEPL1; OR51L1; S100A16; LOC727849: CAPNS1; SRRM5; DUSP1; GPR45; H2AFV; CASP4; FERMT3: LOC728643; HIST1H2BF; NAPG; NDUFAF3; OR56A5; RASD1; DIAPH1: CBX3; FAM107A; KIAA0754; EID1; E2F6; OR2A9P; SPTBN1; ATF7IP: HOOK3; HIST1H4A; FAM106CP; FBXW4; SOWAHB; OR52B2: SNORA52; WARS; ARHGAP18; PCDHB9; NUCKS1; LOC158376; OR6V1: BTG1; Clorf68; CMTM5; FOXO3; UBQLNL; UBE2J1; TAB2; ALB: SNORA21; KRTAP4-9; TOP1P2; KRTAP5-3; IFNA1; GOLGA7: LOC392364; TMEFF1; PCGF5; RIOK3; MGC12916; LOC148696: LOC 100506035; BEND2; FAM43B; APP; PIP4K2A; EIF3H; DAZAP2: ACTR3; TOMM40; SNORA71C; SMARCE1; PLEKHA3; WBP1; ZCCHC7: C10orf62; CARD 16; PPP6R1; GSTP1; P2RY12; LOC285548; OR52A5: PPP1R18; SLC14A2; VDAC3; HDLBP; SRSF1; OR1L1; TMBIM6; PNRC2: KRTAP10-5; ORC4; EIF5AL1; OR4C46; MKNK2; OR11H2; MAP2K4: OR4M2; MGAT4B; ELF1; SRSF3; FOXE1; SPI1; DAPP1; SNHG5; HSPD1: CLDN25; OR4F17; GFI1B; HCG26; PTPN12; TLK2; STK24; RAB2B: ECE1; HMBS; STYX; FARSA; GRK5; MAS 1L; LDHB; PPP1CA: TMEM30B; CAHM; CALM2; SEPT7P2; PLAC8; RAP2B; DNAJB6; P4HB: ADO; RPL23AP7; GPER; CCNDBP1; LRRC49; UBE2L3; MAZ; PDLIM1: KCTD20; SBF1P1; C10orfl2; ARCN1; PTPN6; KRTAP5-8; RAB1A: HTR1D; KRTAP5-4; EIF4EBP2; LOC541471; FGGY; AMIGO3; LEF1: FOXD4; RAB10; SNORA70B; EVL; TUBA8; PPM IK; DYNLL2; OR51A7: METTL2A; FOXD3 ; UBQLN2; SDC4P; UACA; IFIT2; C 17orf82; SNORA66; LCE1B; LINC00622; STON2; TERC; LGALS 1 ; VAMP 8; OR11H6; INO80; CTSS; SPIN4; S 100P; GBP6; OR51G2; OR5J2; TNIP1: SEC62; KLHDC7A; XRCC6BP1; PTPLAD2; NCF1C; SCFD1; RPRML ZNF77; FAM188A; CD48; ATP5C1; GBP5; OR10Q1; OR2B11; SF3B5; LYPLAL 1 ; EWSR1 ; RAB37; HLA-DQA1 ; DNAJC3 ; LOC 100287632; SLC35G5; WAS; UBASH3B; FTH1P3; UPK3B; MAPK1IP1L; C19orf43; C6orfl20; MAP1LC3B2; ARID4A; GNRHR2; LOC100190940; Clorf233; ZNF736; PCNP; IER3IP1; FYN; STK4; RRS 1; LIN37; ZNF542; MIER1; GCA; CCDC85B; UBE2H; TRMT112; SUSDl; LSTl; CEBPA-AS l; CDA KLF3 ; DSTN; OR10G8; CCZ 1B; EFCAB 13 ; KCTD 1 1 ; KRTAP 10-6; YWHAQ; OR51A4; SH3BP5; SNORA5C; NDUFA4; FFAR1; PTPRA; OR10W1; FOXC2; TMEM66; SP140L; VCP; POU5F1P4; KRTAP19-4; ANXA2P2; MGST3; BST2; INSM1; IFI44L; CLTC; UBE2B; CCND1 ; CLDN3 ; TUBB2A; ABI1 ; LOC 100499194; ARF4; HNRNPAB; FUR; MALAT 1 ; STAT1 ; ZFP91 ; PPA2; NCF2; FAM204A; LOC 100507634; FOXL2; ETS2; PDHA2; BET1; NCL; LOC401127; FKBP3; APRT; PSMF1; PRG1; PA2G4; EXOC7; OR4N5; HNRNPL; OR51T1; YY2; GPBP1; FXR1 C6orf25; KRTAP16-1; FAM71A; FOXD1; NET1; SNX6; TDG; KRTAP10-4; MS4A3 ; KANSL 1-AS 1 ; LASP 1 ; RAB27A; F2R; LOC644172; EMB; SLC25A3; ETV6; PLXDC2; STYXL1; ZNF468; LOC401010; CSF3R; BRAF; UQCR1 1; SNORA34; CCT6P 1; DCUN1D 1; PIGH; TRMT 12; PRR13 ; ZNF91; CD 151; KRTAP12-4; NOP 10; TPBGL; GPBARl; SLA2; DDX3X IFITl; FOXB2; SNORA63; ORIOVI; LOC152217; SPZl; SLA; CMPK2; ATP5A1; RHEB; JUNB; OR6K6; GYPB; GNG10; UBE2L6; IRF2BPL; HCST; FZD2; RAC 1; MPO; R3HDM1 ; SAP18; KRTAP4-1 ; PABPC4; LOC440925; THTPA; WBSCR22; VKORC1; LAPTM4B; OR1N2; NEIL3; PPP1R9B; HMOX1; RAB5B; TMBIM1; C 14orf2; TIGD5; RARRES3; ZNF80; ITGAL; POLD4; NSA2; SNORA10; MFSD1; OR5D18; HP1BP3; ASAHl; ARHGAP25; STX6; CTBPl; PGLYRPl; SRP9; RAB7A; DNA2; GSR; SFMBT2; TRIL; RANBP3; CRLF3; WDR44; CIRl; LOC150185; OR5D14; ACVR1B; LYL1; FCGR3B; ADD2; ZNF586; NUCB2; AP2M1; LRRC30; COX7C; KLLN; SNORD17; SHFM1 ; AFF2; PTK2; LSMD1; USP28; SNORA8; HIST1H2BJ; GTF3A; QRFP; UTS2R; TRIM22; FBXL5; RAD21; RFT1; PDS5A; PBX1; TCEA3; SBDSP1; MIR181D; OSBPL8; SHISA5; APOBEC3A; LYPLA1; FOXD2-AS 1; TOP2B; USP12; FJX1 ; BNIP3; TRAFD1; KRTAP1-5; TSPAN33; H1F0; LCE3A; LAP3; SUMO1P3; VAMP2; ZNF780A; OR51Q1; TAAR5; CCDC57; FAM215A; PPP3R2; MS4A1; KCNF1; CD72; OR9Q2; CD248; HIST1H2AE; KPNA2; CTDSP1; CHD9; RASGRP2; SEMA4D; SPTAN1 ; LOC728752; DOK2; RHOC; RNPS l; ZNF154; LGALS9; GNB2; PGK1; PSMB4; ANP32A; SERPINB10; SH3GL1P1; TRAF3IP2; MANBAL; CSK; RGCC; SIAH2; MSRB1; ANK1; ARHGEF12; PDIA3 ; POM121L2; DBIL5P; BOLA2B; CNBP; HSPA7; FAM210B; SSX6; OR5M8; FGR; OR2T27; CCDC69; HCLS 1; LOC728554; GIMAP7; MT1H; DDX11L2; ZNHIT2; CCNY; UHRF2; ZNF44; ZCCHC17; RRM2; ZNF253; THOC3; CYBA; PLEK; SERBP1; RAB 1B; FAM127B; OR5A2; USP5; GPR148; ITGB2; ADRB 1 ; TSEN2; LCE4A; ST 13P4; UQCRQ; CALR; RPL10L; RPS4Y1; ANKRD36BP 1 ; SRSF8; EGLN1 ; ZNF215; KLRB1; CDV3; SSH2; ZNF254; UBE2C; GALNT4; KRTAP4-3; GNB1; HMGN1; SNORA68; ELK3; MXD1; CPSF6; MFAP3L; PGAM1: KRTAP8-1; TMEM106C; CIQB; CENPF; LCORL; LCN2; PYGL; EIF3A; OR7G3; TUBE1; TOMM22; EPB49; C16orf70; COPE; LDHAL6B; WAC; OR6B2; FKBP8; CD36; ZNF625; UBE2O; SZRD 1 ; GSG2; GCSHP3 ; CSNK1A 1 ; NCF 1 ; ENDOD 1 ; DCAF 13P3 ; SNORA71D; FAM 1 17A: LOC 100131496; HRC; MAGEH1 ; RXFP3 ; FIP1L1 ; CITED4; OTUD 1; ZFP36L2; RBM12B-AS 1; RNF4; G3BP2; MTRNR2L8; CD3E; KCTD12; TYMP; DDI1; RASA3; KRT8P41; PCDHB13; KHDRBS 1; SSU72; SLC2A3; OR51M1; SUPT4H1; HIST1H3A; KRTAP3-1; OR10H5; FTMT; ASAP2; LOC 100506844; HIST 1H2AB; GPR101 ; FIBIN; PACSIN2; POU2F2; OR51G1; PIGM; PKI55; SMARCC2; RASSF3; SRBD1; OR1L4; MSANTD3; KCTD5; TOPI; RNF26; FKBP5; CLEC14A; ZBTB8OS; VN1R4; DBNL CEP57L1 ; OR5C1 ; ZNF480; PSMA7; HIST 1H2AA; CCNG1 ; SMAD2: C14orfl62; ARMC8; TRIM40; CYP20A1; POU3F3; KRTAP24-1; AKIRIN1; CCDC8; PPP4R2; SNRPB; ZNF160; RAB43; RYBP; CETN1; HDGFRP2; LEFTY1; PARP1; THAP11; GIMAP6; GBP1; LLPH; TMX4; LDLRAP1; FRAT2; LDHA; TSPYLl; TBCD; AATF; C5orf55; JUND; NUDT4; RAPIA CCT4; NDUFA1; MT1X; TMX2; GPR62; ADAMTS6; FAM193B; FCGR2A; OR2A1; CDC42SE1; MYBL2; GAB1; IFIT3; ATP5B; CYB5B; ANGPT1; DDX28; TPM2; SFPQ; KRTAP4-4; LRRC IOB; ERP29; LOC282997; SDAD1; G3BP1; SNORA70G; RPIA; PRPSAP2; KIF1C; KLF2; NINJ1; FBL; ARPC4; OR8J3 ; STX4; ERH; CHMP IB; NFE2; BABAMl; PPP 1R3G: DNAJC8; FBXW4P1; OR10A4; OR5L2; PIKFYVE; OR10G4; TRIM58; AZU1; CANX; MPP7; SDHAF1; DDX5; HUS 1B; C19orf73; ST6GAL1; CERS2; RHOB; RBM3; KLHDC7B; NKAPL; RAB5C; PCNA; TFDP3; HIST3H3 ; MFN2; MTDH; C 10orfl l6; RALB; LOC388499; TARSL2; LUC7L2; PPIB; BCL2; OR3A3; CMAS; UBQLN1; SNORA84; OR4X1; LIMD2; SDHC; FLJ45340; SP100; LCE1C; PRKACG; MFSD6L; CHP1; NAP1L4; ATXN7L3B; AGAPl; SEC 11 A; ZNF626; SPACA4; IRFl; KIF5B; PABPC1L2A; PRDX5; FANCF; PNP; TMEM70; ALKBH5; JUP; DUSP8 LOC 100190986; ZEB2; KIAA0146; ZNF664; PPP4R1; MEPCE; STAMBP; SAP30BP; ZNF569; SRSF11; LOC390705; C3orf80; HNRNPA3P1; FUT8 GSPT1; ACPI; GIMAP4; KRTAP9-8; SNRPE; EIF3G; OR6N1; OR8A1; COCH; AZIN1; SASH3; ADRA2B; ZNF678; PROS 1; HSD3BP4; TIAF1; OR14A16; OR6A2; MRPS35; EIF5B; PPP1R15A; RHBDD3; ALOX12; CCT6P3; ITSN2; YOD1; DRD5; SNRNP48; DUSP23; CASC3; PSMB 10; OR10J1; OR4D9; PAK2; KRTAP9-3; FAM126B; C9orfl72; LOC143666; LDOC1; C1QBP; INADL; UBA1; CDK5R2; REPS2; WDR1; HIST1H2BO SNRPC; KRTAP23-1; MIR490; MPL; S1PR4; MTVR2; NUMB; FSTL1 CSDAP1; SRSF7; POU5F1P3; PYCR2; CTSB; SRSF9; RBM8A; GLUL POLR2J2; ZBED6; ENKUR; OR7A17; LINC00526; CCER1; TMEM81 ZNF304; ANP32E; SKP1; ZNF789; PRELID1; TAX1BP3; SLTM; WWTR1 DGKI; KRTAPll-1; DDX6; PCYT1B; SYNCRIP; SEC31A; MFAP1 GATAD2A; HPYR1; KRTAP27-1; MOB1A; TBC1D20; PYDC2; FLJ25758 XRCC5; RNF186; HIST1H4F; SPTA1; OR7G2; FABP5; OR7D4; ZNF271 TBCC; RNASE2; CD79B; GNG5; ZNF714; HSPB3; AP1M1; FAM104A GMFG; TSPYL6; PHB2; FLOT2; CXorf27; CCDC54; LOC 100132832 OR11H4; CAST; SYF2; UTP3; SNF8; ATP5E; DDX19B; VMP1; DAAM1; OR11G2; HMGB3; LOC100128361; RDH11; GAS2L1; ZNF780B; BEX2; CD84; PIK3CB; HRH3; KRTAP10-9; VOPP1; PIP5K1P1; SNORA38 SNORA5A; PAPOLA; CTDNEP1; ZFAND1; COG5; KRTAP12-2; ELOVL5 GCSAML; GADD45GIP1; TBC1D1; HPDL; PKN1; ARHGAP1; C9orf53 GRK6; CYTIP; TCEAL4; USP27X; DCAF11; JAZF1; GUCY1B3; TUBG1 LRRFIP2; ATP6V0D1; SNORA9; Cllorf31; PPA1; TK2; RAN; LOC649395 RAB32; ATP6V1B2; KRTAP4-6; NANOS2; CD69; HNRNPK; SCARNA18 LOC100287042; CXCL10; Cllorf21; SNHG6; TWF2; LOC100130673 JAK1; NFKBIA; TSPAN5; GPR6; ADAM 15; PTBP1; SSR2; HTR1A U2AF1; FUT8-AS1; TFE3; GPR135; RSL24D1; RTFl; FAM104B; ANP32D; CEACAM8; JHDM1D; OR4M1; MGAT4A; INPP5A; OR13H1; TLR7 SDHD; KRTAP5-6; KLRK1; SUMO3; FZD1; HS6ST1; HIST3H2A DIO3OS; OR13J1; OR3A1; PCDHB12; STX7; EDF1; OR4K15; ST3GAL3 RCSD1; DKFZP434A062; PPP1CC; PDLIM7; C20orf26; HEXIM1; CLEC2B METTL9; CDKN2D; SNORD94; EVI2B; DEF6; MGEA5; METTL3 GPR137B; DCTN5; METAP2; KBTBD13; NCF4; TRAM1; XRCC6 DYNLT1; IQCB1; PSMB1; KRT19P2; LENEP; GPBP1L1; SNORA70D; POLR2J4; ATPlAl; PP12613; OR2H2; PYROXDl; PLEKHA2; ANXA6 SMAP2; GREB1; ZNF100; POU2AF1; ATP2B4; NFATC2; ACPL2; OR8G2 NUSAPl; NDUFBll; RABllB; IDH3G; TAS2R41; ZNF823; METTL21A ZFAND3; ZNF493; SOX1; STX11; FAM65B; OR2W5; TFPI; ZEB1 RRAGB; SNORA30; ATP6V1E1; SPINT2; DDX17; TTC33; RNF130 CD79A; PYGB; PRR24; PSMA4; SOWAHC; MAF1; ENAH; BEX1; USP20 MRPS18C; ACSL1; P2RY1; ZNF506; POLR2J3; OR10A7; NUS1; ABCB10 TMEM219; IRS4; AMD1; ADM5; MS4A6A; CCT8; LYN; MAT2B; CNTLN PSMC1; BANK1; ATP6V1G1; DDIT4; OR10C1; POLR3GL; RSL1D1 KRTAP19-8; SPDYC; BMP2K; LRCH3; AP2B1; OSTF1; IFNA13 SERPINB9; ZNF337; CD 164; OR4F21; KRTAP19-6; KLF13; PRMT5 GCLC; KAT2B; MDH2; PIM2; SNORA71B; SLC39A9; KRTAP4-8 NDUFB4; SRRMl; LOC646903; LINC00515; NOLCl; STAT6; METTL8 LOC641515; PSMD11; CSNK2B; LUC7L3; ATF6B; SKA3; CYB561D1 SNW1; CTNNB1; SRRM2; LIPA; FAM46A; OR52W1; EVI2A; FAM106A KAT7; PRKACB; MAS 1; PARVB; MOB3A; OR4C 13; RBL1 ; DHFR; OR4D5; LOC644961; APLF; PIK3CG; ZNF208; AK4; CHMP2B; YAP1; EPSTI1; PXN; UBE2R2; KCNA10; SLC44A2; PTPN7; OR7A10; UBE2G2; CEMP1; FBXO11; TOX4; ZNF491; C12orf57; DMC1; NPRL3; VPREB1; MRPL36; GLRX; LSM12; ANXA2P1; SMOX; UQCC; MARK4; OMP; Cl lorf96; TAS2R39; CRAT; KRTAP5-7; RPL23AP32; H2AFJ; MRPL3; OR4Q3 ; PDE2A; OR10A3 ; LOC254100; OR4D 10; AK2; CMTM7; DHRS4L2; ANXA3; PTPN11; MBNL1; OR1A2; BZW1; PRMT1; HINT1; TBC1D5; CLDN9; C9orfl42; HADHA; EIF3M; SF3A1; HK1; PCNXL2; HSPA9; KRTAP2-3; HGD; RACGAP1P; TAAR1; CNPY3; DNM3; NUCB1; ZNF93 ; WIZ; MRPL5 1 ; TMEM200C; MAP4K3 ; FAM133B; FOXE3 ; ZBTB7A; DCAF4L2; OR2B3; PYURF; WIPIl ; LSM14A; PLA2G12A; PSTPIP2; PCDHB6; ATXN10; HNRNPHl; XBP1; GOLGA1; SNORA12 DEXI; CSTF2T; PRKCB; OR52A1; CLEC4C; LOC100240734; OR4L1; NUP54; NDUFA6; EIFIAX; ORIOPI; DNAJB3; SPCS2; REP15; ABCC4; MRFAP1; SNORA16A; OR10AD1; MLLT6; SRSF5; PPP1R3D; FOXR2; SELENBP 1 ; CIDEA; C 17orf59; ZNF415 ; SLC7A5P2; GMPR; CFP; SNORA74B; FAM114A2; NUP153; TRAM1L1; GTF2IRD2B; ZNHIT1; EIF4E; CDK14; NUDT21 ; PCDHGB8P; KCTD 10; FNDC3B; OR8K3 ; KLF14; IQGAP2; FUT4; UCHL3; ARHGAP15; IRF2; KTI12; C9orfl63; FLJ40292; DPM3; TCEB3CL; MTMR10; RBM15B; OR52H1; HCK; OR2A4; HDAC 1; CRTC3 ; DUT; SMN1 ; C 14orfl66; GAS 5; CAPN2; MZT2B; APOA1BP; PKDREJ; MRPL24; BLOC1S6; ADD3; GNAQ; SELP; CPNE3; TAGAP; CHRM4; SCFD2; HNRPDL; PTTG3P; RAB 14; ATXN3L; ACER2; GSTK1 ; OR2AG1; ALOX5AP; MKRN7P; FAM122B; EHD1 ; ZNF28; ACTL9; OR1I1; MAGEL2; TKTL2; TBL1XR1; DUSP22; NOL10; EIF3C; VDAC2; GSTM2P1; HADHB; APBB 1IP; PPP4C; NDUFB8; OR2M1P; KIAA0513 ; LRBA; RAB2A; PRKRA; ANAPC5; LOC400752; DUSP6; GZMH; MIR548I1; GLA; GPR150; DDX58; WASF2; KIAA1191; KRT16P3; PMS2P5; LSM2; CLDN4; ZNF23; DCP1A; TPST2; OR5AN1; RPA4; ATF2 MBNL2; ATG3 ; CHMP4B; SOWAHD; ESAM; C9orf89; OR10G9; LOC100506888; ORAI2; OPHN1; TCEB3C; FGD3; TERF2IP; OR52R1; RASSF2; CNOT4; RNPEP; LRRC27; KIAA1551; LINC00152; RRAGA; COX8A; CYFIP2; RFC4; LOC389332; CD34; CERK; SIGLEC 16; LAMB2P1; TAF10; TAF7; OR10T2; OTUD6A; ASPRV1; IFNA16; OR10H2; LATS 1; ELL2; DDB 1; TMEM158; CWF19L1; CCNK; GPR146; OR8U1; LPP; ACTRT2; RBBP4; ZNF267; LRRC8C; GDI 1 ; OR2T4; OR8H1 ; DKFZP686I15217; HAGH; CHMP2A; MTSS 1; AIDA; MKRN3; MOCS3; NRBF2; RBMS2; UHRFl; QARS; GZMA; UQCRHL; ATPIAIOS; KLHL9; CD300E; STH; ITFG2; DCK; PDHX; CXCR2; UQCRB; DNAJC19; RASA4; CCT3; SFN; IRF7; G6PD; IFNE; TARP; NDUFB1; VCL; CYCSP52; BRD4 TOMM6; OR5M3; OSBPL2; SPPL3; TAF15; MYOlF; OCLM; APLNR; COX5A; GAS 7; F8A1; TP53; PDE8A; TUBGCP4; ACTG1P4; RQCD1: CTSW; RPL13P5; AGPS; BTBD1; OR1N1; ZMYND11; B3GALT4; CDKN3 LOC646214; GPR31; LOC100170939; BRD7; BIRC8; DBI; NDUFB2 FOXD4L6; DEDD; HIST1H3E; ASB9P1; MEA1; OR56A3; AGAP5; CASP3 SNORA71A; TRIM25; TACC1; MED4; NDN; SSNA1; USP32; KANK1 SUZ12; VN1R2; MTG1; AIF1L; B3GALT6; PEPD; C22orf32; ARHGAP30 SUDS3; ANXA11; QKI; LAX1; PTGIR; SMCHD1; IKZF1; GPR27; THEM4 LRRC57; ZCCHC16; TRAPPC6B; ICA1; MTNR1B; GZMB; PTK2B GOLIM4; IK; OR5AR1; SMARCD2; SNX5; SEPP1; LOC283070; MGAT3 GAK; BHLHE22; SDCBP; NHP2L1; KRTAP2-2; GTF2F2; STAM2; DCP2 EID2; DDX39B; FOXD2; ZNF680; TREML1; PTPN4; STAU2; NPC2 RNF148; HDGFRP3; GOLGA3; COPS6; ERGIC3; SLC38A2; ATXN8OS ZNF235; ANKFY1; SLC25A33; RIMS1; SNORA55; TSPY26P; GDPD1 NBEALl; CCDC50; SOATl; ATF5; NKX2-6; IRF2BP2; FAM58BP; BRAP OAS1; ANAPC16; YTHDC1; CHD2; APOBEC3G; C5orf45; OR4S1 TWSG1; GBP4; USMG5; SOX3; SNORA42; FAM48B2; CDS2; EID3 CAV2; ADD1; MTMR12; CNOT7; SF1; FOXD4L1; OR4K1; FLOT1 KPNA6; ICAM2; ARHGAP6; LINC00602; BAX; MGAT2; ATF6; YWHAB OR51I1; CALCOCOl; TERF2; FDX1; FOXO3B; TAAR8; UBXN4 LOC646471; OR4N3P; SEC61B; SAV1; MRPL39; LRRC59; INPP5D; TSPO SPAG9; PSME1; INTS8; USP31; TEX9; TREX1; TCP1; RPL13AP6 NTANl; LCP2; RXRA; STAT3; IL8; STAPl; LINC00641; OR4D6; ACTN4 ADRM1; SNRPD2P2; P2RY4; RPS10P7; CSNK2A2; GPR25; PSMB8 PDHA1; FZD10; C16orf5; OR10J5; OR1S2; HNRNPH3; PHACTR3; OAT ARF5; CRYZL1; AP3S1; PGCP1; MTRNR2L5; RPL22L1; OR4D2 HIST1H2AD; NINL; SF3B1; C6orf48; DYX1C1; PRF1; CLEC4E; EMD RHPN1-AS1; DAK; TUBB4B; UPF3B; SLC39A8; PDLIM5; TXN2; BRCA1 ZNF276; GRB2; RNF126P1; PMS2P3; OR1J1; BCL6B; ANKRD13A TNFSF10; IQGAP1; SNORA65; LOC100270804; IFITM4P; DGKH; OR1Q1 KCMF1; C6orf47; DCTD; DNAJC1; LINC00638; ZNF844; PION ZC3HAV1; C17orf49; LOC 100507217; SNRPF; HGC6.3; LOC 100289230 FNBP1; ZMYM2; HIPK3; DARS; HIST1H2AI; HECA; MRPL53; ZNF841 SNORA49; ADRBK1; LINC00649; TYRO3P; OR4F3; RBM17; IFNA22P ZNF564; SLC7A5P1; MMP25; UPF2; ZNF830; CCNT2; IST1; UBE2Q2P1 ACTRT1; C2orf57; TTC7B; TC2N; BTBD2; SNORA74A; FDFT1; RPE ANXA7; UGTIAIO; COX7B; KRTAP19-7; TREML5P; SNORD15B; NME4 ACOT8; OAS2; LCEIF; EIF2AK2; OR2T12; NBRl; CHCHDIO; IFI35; RFK CALML5; PARP8; CN5H6.4; KIF2B; VEZF1; ZNF385D; OR1K1; KPNB1 TOB2P1; SPAST; MRPL14; STK40; MFNG; UBTFL1; ZFAND5; GATA1 SSR3; OR10A5; ZNF367; OGFOD2; KIAA1586; EXOC5; HLA-DRB 1 FAM125B; DOK3; Clorfll5; MSGN1; CDK1; DPM2; PSMB3; IRF2BP1 MAFB; FAM49B; CALD1; OR2D3; BIRC3; C8orf4; RFFL; KDELR1 IER5L; VN1R5; OR6K3; TPGS2; ARHGAP10; FABP4; GNG8; SORT1 HSD17B11; PCDHB2; NPBWR2; PSME2; ALDH9A1; RNF31; RWDD1 PICALM; CCDC92; PHKG2; PLD3; EIF6; HIST3H2BB; MAGEF1; NUPR1 GPS2; RBM4B; E2F1 ; OR5M9; TCTEX1D4; MLL5; OR4A47; KIF15: OR3A2; KRTAP13-4; OR6S 1; SAMSN1; HIST1H3D; DPY19L2P4; OR10Z1: MT1IP; CRBN; COPS3; DHRS3; OR52E8; SNORA75; KLHL5; PRR5L; ARL14; DPYSL5; SH3GLB2; PUM2; VPS4A; RDX; LTA4H; NDST1: ATP1B2; BRWD1; GNG2; CISH; SLC31A1; PAK1; UG0898H09; OR6C75; RSRC2; AP2A1; LOC729013; DNAJB7; NAP1L2; SOX2; SNX2; TSTA3; EOMES; ALOX5; MAK16; MARK2P9; AK3; CFLAR; MPC1L; NHLRC1; CCDC89; ATIC; CCZ1 ; TMEM164; GTF2A1; LOC100192204; CBX5; OR2AK2; FHL3 ; NCF 1B; POM121C; TMEM123 ; DHX29; OR10G3 ; ABTB1; SELL; FCER2; YY1; CAPN1; SPIC; SRSF4; MRPL37; MGST1; ADAM1A; DEPDC 1 ; SOGA2; POMZP3 ; FZD9; NDUFB5 ; CMTM3 ; ACTL10; ATP5H; FAM192A; TM2D1; SUGT1P1; IFNW1; RAB5A; OR2J3; LOC84931; FAM120A; MDH1; DKFZp434L192; LCMT2; CENPB; BOLA3; BMP6; NPLOC4; OR9A2; ZNF426; TNS 1; LOC407835; PTEN; CCDC125; SLC10A7; ZNF257; ZNF347; COPS2; TPR; STK39; Cl lorflO; DGCR11 SCP2D1; SNURF; ZNF81; ACBD6; PHF10; SOX14; TEAD4; ACTR10; LINC00167; MEF2B; EXOSC3; OR1C1; GOLGA6L1; ANXA5; TAMM41; SERP1; FLJ16779; TSPYL4; RAP2A; DNAJC7; VPS37B; RPN2; BTN3A2; FAM122A; LOC 145474; LOH12CR2; RFESD; IRF5; H2AFB1; PPWD1 ERP44; DCAF4L1; OR14I1; TAS2R60; UBE2V2; RAD51C; NDE1; UBAP2; IFRD 1 ; TDP2; GPAA 1 ; C6orf62; HNRNPUL 1 ; PNPLA2; ATP5G3 ; CYP51A1 ; EPHB6; LOC283403 ; IGJ; AIP; DDX55; DKFZP434H168; EBNA1BP2; MTIF3; TRAPPC2L; CIRBP; FOCAD; SCAP; DTNBP 1 ARHGAP17; CALU; ZSCAN22; SNRNP200; IQCF3; KRTAP6-3; CCNB2 DNAJA4; STIP1; SMARCA4; PTBP3; SCARNA7; PSMD8; BNIP2; SMU1; FZD8; CTSD; OR2AT4; AEBP2; SULT1A4; GMPS; MAP2K3; TXLNG SSRP1; VPREB3; APEX1; ALYREF; LOC341056; UXT; OR1G1; RPS6KA1 SF3B3; PIGN; ISCU; MC1R; TXN; KRTAP2-1; PPIF; YEATS2; EIF2S2; YWHAZ; CSTB; OR2C1; BHLHE40; THOC2; KRTAP12-1; SLCO4C1; TLR4; PTPRC; LOC732275; TXNDC1 1; COMMD4; HMGB3P1; HLA- DMA; UBAC1; TXNL1; MTRNR2L7; OR1J4; ACVR1; OR1A1; TESPA1; TSC22D4; HIST1H4I; FAM161A; CD96; UBXN6; KRTAPlO-10; LAT; STXBP2; POLR1D; CRYL1; RHOH; TSPYL5; TMA7; TAB3; OR3A4P; PJA2; PTP4A2; PIK3R5; PLA2G16; HIPK2; BHLHA15; KIAA1143; HBP1 SNORA70E; EPC2; TCP11L2; CTAGE6P; MAPKAPK2; RAB6B; LITAF SLC50A1; ANKRD44; PCSK6; ZNF737; SNORA24; ACINI; MINK1; TPI1 LCE3B; OR2Z1; CCT5; S 100A6; HNRNPUL2; NRARP; CDK7; PIP5K1C; MOB4; C22orfl3; NUDT3; APOA2; C6orfl06; OR10H1; REL; CSNK2A1; LSM7; EBPL; CPEB4; GLS; CNPPDl; MIER2; ATG4C; PDE5A; OR8B 12; TCHP; NUP50; MST1; RBCK1; DCXR; MRI1; SATB1; TRIP11; POLR2L; ANXA2R; DKFZp566F0947; RNF34; GHRLOS2; OR51D 1 ; PLXNC 1: HJURP; LOC 100289361; PRKCD; LRRC10; HNRNPR; EHD3; NDUFS3; IL7R; NPBWR1; BCAS2; DYNLT3; NUB 1; POU3F4; VTI1B; MET API RPL26L1; SLC9A3R1; IARS; EGLN3; CCND2; IGBP1; KCNE1L; SHOC2 C20orfl51; SHKBP1; LOC648987; OR52L1; DARC; WWC2-AS2; ERC2- IT1; PPM1D; RHOQ; EPS 15L1; TNFAIP8L2; HSPA14; NFE2L2; BTF3P11 CNN1; FRAT1; KLF6; MIR600HG; SCARNA9L; FER; NIPBL; HOMER3 KIAA1147; MORC2; NT5M; Clorfl98; PTTG2; STK38; ARL1; ZNF829 MIEN1; ARL6IP1; RBM23; MAPKAPK3; STAT2; OR1J2; UBAP2L; HCG4 JUN; BUB3; SMNDC1; C7orf29; PLSCR1; FMNL1; MYD88; BLOC1S2 MORC3; UXS l; COLlAl; PRDX3; BLOC1S4; COX5B; GJD3; ARIDIA RNF216; SSBP1; TMEM245; HIST2H2BC; SESN3; DENND4B; DPEP2 TRA2B; LOC100128292; MAP3K1; MRPS6; C9orfl l4; OGDH; TXLNA LOC494127; ORlS l; LUC7L; MTHFD2; MICUl; TPM3P9; PAN3; ACSL4 HNRNPC; LOC401074; SLC2A4RG; SPIB; CHST14; PMS2P1 ; NFYB DCTN1 ; HIST 1H2BG; OR2AE 1 ; UBE2E3 ; OXR1 ; UBL4B; MCM6 LOC 100130451; JARID2; CHCHD3; CD2; TPX2; JRKL; ZNF177; PRKD3 TBC 1D22B; NEAT1 ; PECAM1 ; TBCE; WBP 1 1 ; CREBRF; C 10orf32 C3orf33 ; ARAP 1 ; THOC7; SLIRP; ILF3 ; NDUFA3 ; NASP; CCT6A SKP1P2; ZNF252P-AS 1; SNRPD2; EIF3D; OPTN; EI24; GLIPR2; ZNF563 TMEM48; FAM76A; SSR4; USP36; SPTSSA; PSMC4; ZFAND6; TOMM20 FBXO31; PARP14; ZNF131; HSPB9; POLI; PRKCSH; PPP6R3; KPNA4 COPZ1; TPP2; YPEL4; VPS29; GP6; RNF6; LOC 100507299; FAM129A OLA1; MTRNR2L10; OR2G6; OTUD5; GPR174; REXO4; SCLT1; SCAF11 PLEKHO 1 ; SSB; MST4; E2F4; GLUD2; DDX24; PIK3R1 ; ITGA7 LOC644649; IFNA14; GIMAP2; OR8B8; OR1D4; SCN3B; GNPNAT1 OR52E6; UBA7; FOXK1; ITCH; MRPL46; BCKDK; DUSP21; OR2A14; FOPNL; RNF41; TNFAIP8; CD2AP; NAA38; PCP2; CDK6; IGIP; OR4N2 LIPH; APOBEC3C; USP22; SF3A2; CASP1; CDC26; GVINP1; NCK1 TIGD 1 ; LOC 100272217; LY6G5C; SEMA4B; ANKRD28; RFWD2 ZNRF2P1; ALG5; ACTBL2; GTSF1L; GPR89A; FGD2; DIO3; CTAGE1 ADH5; RXFP4; INSIG1 ; PIK3R2; IPPK; OR2F 1; FAM45B; TTC3P 1 SLFN5; OR51F2; CIC; KIAA0101 ; LOC90834; DOCK2; OR14C36 KLHL34; OR5AU1; PKN2; MAP3K14-AS 1; CISD2; HTRA2; ATP5L2 LOC100132831; MIS 18BP1; FBXW5; GAPVD1; OR4K14; MLX; IMPDH1 KDM5A; ClOorflO; RPP25; EPAS 1; GHITM; KRT23; OR6W1P; NDUFA9 WDR33; OR2Y1; SEC14L1P1; DIP2A; ZC3H4; ALAD; ST20; LINC00674 GPHA2; RCAN3; ARL6IP4; C3orf36; OR56A4; OR5B2; FLT3; USP47 ZCCHC3; OR2K2; PRRCl; ABRACL; WIPI2; AGTPBPl; SVIP; CD302 GDAP2; SNORA43; TMOD1; BARD1; TGM2; CIITA; CCL4; ZNF320; OR13C5; MUSTN1; POM121; MMADHC; PRR23B; PELI1; ITGB3BP BECN1; RPL35A; CCT8L2; OR10H3; H2AFY; CYBB; HSPE1; LOC553103 LY6E; MYH6; SEC 13; SEC61G; MRFAP1L1; KHSRP; ENTPD4; THEMIS2 CWC27; CHMP5 ; GNA 12; NARF; SNX13 ; KCNJ2-AS 1 ; AMPD3 SCARNA13; ADI1; ARHGAP9; OR2L3; CS; DUSP7; PRKCA; ADAM30 HSPB11; ARNT; CLTB; CPT1A; TRIM28; OR56B1; CHMP3; CBX4 CREBZF; C10orf47; VDAC1; HPCAL1; POLR2J; NANOS1; RABAC1; FERD3L; UBD; SLC1A5; DENNDIC; ITFGl; NSFLIC; LRRC8D; UTRN SMS; SNX14; MRGPRX1; FAM123A; MSL3; OR2T11; TMEM116 KRTAP10-3; VRK2; RASSF5; SF3B2; MLF2; MPC1; ARG1; GP5; NDRG1 RAD17; ZC3H11A; RPF1; CASP2; CUL4B; DGCR10; BTG2; RSAD2; FAM13B; AQP9; ARL2BP; HAUS6; UBAC2; DNM3OS; CUX1 CTAGE11P; CDC123; MED 19; KRTAP17-1; KRTAP3-3; SH2B2; SMCR5 SBF2; GEMIN8; TAS2R40; IFNA6; RABGAP1; DTX2P1-UPK3BP1- PMS2P11; ST6GALNAC4; TAS2R43; RNF113A; ARRB1; SPOCD1 C15orf26; MYO1E; PCED1B-AS1; LILRB3; SC5DL; MBD3L1; SIAE LOC100630918; MEST; MTMR11; OR52N4; RHOF; INPP5K; GLUD1 HIST1H2AK; C10orfl31; FAM47B; KRTAP5-9; PHF20L1; WSB2 CSNK1D; ERG; PYCARD; EIF3IP1; AP2S1; RCC2; PPIG; RHAG; SNX22 SYK; CBFB; IGBP1P1; LINC00552; GAS1; MT1M; MIR1307; NCAPD2 OSBPL9; NDUFA2; CTNNBIP1; SEC23A; KRTAP4-11; DTX3L SNORA2A; LOC149086; OR6P1; ENY2; RUNX3; CYTH1; MXD4; YIF1B FAM32A; OR5B3; NFIA; WDR82; ECRP; PSMC3; TXNDC5; WRNIP1 TMEM14C; SURF6; LOC388796; SLC35E1; SIN3A; TFB2M; ACOX1 PRPF8; VPS 8; ERAS; ABHD14B; KANSL1; SPTB; TRIM10; CD74; GPR21 HCAR2; OR1E2; FMNL3; OR56B4; PLEKHF2; DNAJC21; NBN; RPL37 SRPK2; CARD 8; CDH3; CLDN17; FZD7; OR6K2; ATRAID; RAD23B LOC202781; CDC42EP3; C16orf52; OR52B6; BIRC2; FOSL2; FAM43A FAM111A; SLC9A8; HIF1A; CTDSPL2; ECH1; LOC100128573; LDB2 SUPT6H; TBX21; PPP1R3B; GPR151; SMARCC1; MAFA; VBP1; TAOK3 SERINC3; BRIP1; RAP 1 GAP; DNTTIP2; PAQR5; VPS35; TRIM44 LYPLA2; MRPL20; MAN2A2; PCDHB15; RAB9BP1; FMN1; DGKE ARPC1A; RGS2; HN1; AGGF1; CCAR1; OR51A2; OR6T1; ZFPM1 UFD1L; AMFR; OR4K13; PLAUR; CLDN8; FAIM3; TMEM229A SMARCB1; COIL; ZIM2; MASTL; IMPDH2; HIST1H2BB; LETMD1 MYO15B; NUPL1; CLDN16; KRTAP7-1; POC1B; AURKAIP1; PNKD BLVRA; POLR2A; PEBPl; WAPAL; CHST13; HDDC2; PDGFC; SAT2 AKIRIN2; FAM96B; ACTL7A; MGLL; HSBPl; MOS; ADCY7; ASFIA LOC100216546; RRP1B; SYNGR2; NCKAP1L; VPS28; RAB11FIP1 VPS72; LOCI 13230; CALML3; FAM49A; ANKRD18DP; CEBPA; ASH1L- ASl; OR2A5; CLK2; PFKL; CLEC2D; DHX35; GIMAP8; TCF3; CYLD UBE2G1; LOC100505659; PATL1; SLC22A31; MRPS16; PAF1; OR4A15 AMN1; MCM3; MYO18A; HAUS1; DDX10; SREBF2; ACTR3B; KRTAP5- 10; RAVER 1; CD47; DOLK; SRM; BLNK; RTFDC1; PFDN2; SENP2 OR6B3; XPNPEP3; PPID; BICD2; ABCE1; FXC1; CNIH2; NAA20 MAPK1; BCL2A1; TMEM87B; RBPJ; TNFSF4; CLDN22; LAMTOR2 SEC24D; MAPRE1; RCN1; KRTAP15-1; RBM25; SYNRG; NDUFAB1 LGALS3; SCARNA9; FADS1; CLNS1A; TAS2R14; USP7; TEDDM1 VASH1; OR2M5; CETN2; ACD; ATP5F1; BOP1 ; UBE2N; UQCRFS 1 RGS 13; SLC35D2; CTDSP2; BMS 1P1; IL6ST; LZIC; CHRAC1; SRP68 MTMR3; EYA3; PRRC2C; UBR4; SARI A; LOC375196; CHMP7; CGNL1 PGLS; SNORA77; PEA15; ADIPOR2; RAD9A; NDUFB9; FAM175A SLC25A52; SEC22A; LGMN; Cl lorf83; TESC; SRP72; NDUFS8; DDA1 NOL12; SRI; MRPS26; ATP5I; OR51V1; BAG6; IL2RB; OR4A5; TIMM21 UBR3; SEMA4C; HMOX2; AGL; LOC554206; HIST1H3H; PIAS l; NSF BACH1; STX18; LILRB2; RPRD1A; BRD2; RRM1; NDNL2; MKI67IP NUDC; FAM190B; NFIB; LOC100286922; BIRC5; BAD; ADA; OR4K5 GPR89C; CLINT 1 ; ATP5D; SARS; PRKAB 1 ; BLOC 1S 1 ; DCAF8L2 LIMK1; PHC3; XAF 1; SMG1P1; DPF2; ECHDC2; KLRC3 ; NCKAP 1 OBSL1; PHYHD1; PITHD1; PPARG; ATPIF1; LINC00341; LPIN2; DGKD UBE2D1; BLK; PHC1; GPD2; MED29; HRG; OR9I1; CDCA7L; ZFYVE21 TSR3; XRN2; RNF138; C17orf61; RAP1GAP2; SHC1; SNORD15A; TRIM8 LOC441242; CIRH1A; KLF9; SCAF8; TALI; NUDT5; C5orf20; KIAA0528 HPS3; SLC4A8; LOC100289341; ACAPl; Clorf43; CTNNAl; PLEKHB2 RAPGEFL1 ; PDCD6; PTTG1 ; MED 13 ; SNORA46; CWC 15; CMTM6 NCBP 1 ; POLE3 ; ZCCHC 13 ; GUSBP 1 1 ; SYMPK; BZW2; FAM45A GIGYF2; MAP3K3; OR2M4; IKZF3; NDUFS5; ANKRD13C; CDK11B UBE2T; ARHGAP32; SND1; ILF2; MBP; LOC650623; HIF1AN; PCMTD2 SCAF4; BTBD6; GOLM1; ICAM5; NEK7; ZNF34; FKSG29; OR10K1 SOX21; ZFY; FLJ13224; RELB; C2orf88; LOC728024; RNH1; STIM2 SH3BP1 ; DACH1; PAX5; OR9K2; MFSD3; MZT2A; MPRIP; KLRD 1 KANSL1L; OR5P2; IL18; UQCRH; DAB2IP; WHSC1; SNORA39; INMT OR2L2; SCARNA6; USP3; PEX7; PCNAP1; SLC35G3; ATM; INO80B RPRM; OR52B4; PLSCR3; RFXANK; POLD2; MSMO1; ATP1B3; NFAT5 DSCR3; OR6B 1; OR6M1; OR52M1; PPM1A; IL17B; ZNF14; IKBKG BCL7C; KAT5; AHCTF1; MRGPRG; RNF40; C12orf68; SOX12; ABCF1 NFKB2; GUSB; SACM1L; HCAR1 ; CXorfl ; RIN2; MTMR1 ; DAP3 NCOA3 ; SNORA28; C 19orf59; ANKRD 16; TIMM10; ATF 1 ; XPOT OSBPL10; SDE2; CLEC4A; SUPT5H; C2orf72; OR4P4; LOC 100132356; IPO7; PANK3 ; PITPNA; PSMD4; EMR1; SON; WHAMMP2; PNO 1 ROMO1; SMC1A; GABPA; OR5P3; NDUFA11; FTSJ2; ESRG; TMEM150B MRPL9; OR9G4; BSDC1; STK11; LOC550643; IVNS 1ABP; NENF; OR2A2 BRICD5; OR9G1; SIPA1; C5orf43; MEAF6; PPP6C; TYRO3; MAPK14 DKFZP434I0714; FHL2; ZFAND2A; WDR67; PDE4D; JTB; COX16; AP1G1; TUBGCP3; PRPF19; STAT5B; TCEBl; MAP4K1; KPNA5; UBE2Z TMEM18; ISY1; OR4F15; ORC6; CEP135; FUK; AKR1A1; C15orf62 BRCA2; E2F2; TMEM56; RNF5; KRTAP13-3; PHPT1; TANK; EAF1 RCOR1; FOXO1; CNDP2; SLC35E2B; COX18; NFKBIZ; LOC644936; MPZLl; RPL21P44; OR1L3; PNMAL2; FXR2; CYB5R1; YIPF6; ENSA MCM4; SRP54; MAPK9; LMO7; ETFA; HSF1; PCDHB19P; MAD2L1BP OR8G5; OR12D3; ATP5O; SLC6A8; MPC2; P2RX1; CD22; ZNF443 CCDC142; LOC648691; LEO1; DIMT1; UBA3; SNORA36A; PLEKHO2 TMEM45B; KLF 10; TAF 1L; OR2M2; UBL3 ; ELANE; USP24; SP 1 UHMK1; NDUFAF2; TMEM185B; HOMER2; ATG16L1; MBTD1; IRAK3 UBA2; RNF10; TFDP2; DTNB; MICALl; RP2; OR2S2; OR7C2; CSPP1 KLF 1 ; TNNC2; OR8H2; SNORA50; TBCEL; POLQ; LMNA; TLE2 DNAJA2; PRKAA1; ADSL; H1FNT; MRPL43; AARD; RPL23AP64; WIPF2 NOP56; DAXX; DYNC 1I2; LOC644189; FBLN5; ANXA4; DLGAP5 PHKB; RNF187; SNAPC2; TNNT1; CECR2; GEMIN8P4; SAMD1; ID2 ZFX; MAPK8IP3; MRPS 18B; GK5; AURKAPS 1; DENND 1A; ECSIT KRTAP9-2; HDAC2; OR5L1; CCDC124; CIZ1; PADI4; MPP6; SFXN5 FAR2; MAPK3; MAT2A; CYP4V2; CASPIO; PSME3; SNRNP40; ZNF33A ATP5G1 ; OR5AP2; ZNF92; MTRNR2L2; IFNAR1 ; CAPG; ZMYM4 ZNF207; LOC728819; PSIMCT-1; RPS6KA3; HSP90B1; C5orf34; EPRS EP300; TRIOBP; ARID IB; PURG; HHEX; VNN2; RNASEH2C; RIN3 SLMO2; SPOP; C20orfl l2; OR2J2; OR2T10; ABAT; TMEM203; USB1 LGALS 12; KIAA1432; DGKA; ZDHHC18; DHX15; C4orf29; SUMO1P1 FADS2; RBMX; SNORA58; S 100B; ABLIM3; MATK; TIFA; HDAC5 FGF14-AS2; MTRNR2L4; PWP2; PPP2R1A; C21orfl l9; DPH3P1; PHF5A CNIH; EIF4G1; SNRPA; TDRD3; TXNL4A; DNAJC9; PAPOLB; PCDHB10 TMEM57; SNX8; TMEM141; USP10; GGT8P; DOCK11; HIRIP3; SEPHS2 OR2M3; LOC256880; MEIS 1; RPS6KB1; ITPK1; CD63; BCCIP; IPO5 OR5 1 S 1 ; VN 1R1 ; SMCR8; C4orf52; CPPED 1 ; MMP9; SCARNA5 CGGBP1; PELI2; TBPL1; HIST2H2BA; USE1; C17orf85; LRRC37A6P LY86; RNASE6; GCLM; BCL2L12; STK10; CD99L2; PLCG2; DEFB124 IRF8; CD247; UBE2M; TAS2R3; ULK3; CA13; KIAA0232; LOC284551 KRTAP2-4; SF3A3; C10orfl l8; PCGF6; CHI3L2; NCAPG; SNX4; PDCD5 VENTXP1; ZC3HC1; GSPT2; GSN; INSR; KLF11; MAB21L1; RPL13AP3; CTNNBL1; HEBP1; USP15; TES; PLCB2; MAGEA5; PILRA; HCAR3 RNASET2; CNST; JAKMIP1 ; SLC25A16; TCEAL3; ING5; FAM53B TCEB3; PSMG2; C 15orf57; C7orf43; LOC84989; HDAC7; MBOAT 1 SCARNA15; SETD2; OR13F1; DENND2D; PEX10; EMR2; ARHGEF3 SCARNA 16; RFC 1 ; ECHS 1 ; MED 13L; SPTLC 1 ; SLC39A3 ; CMC2 FAM54B; SUV420H1; C17orfl00; SCARNA12; NRAS; SLC46A2; TRIM37 GSK3A; TBC1D15; MLYCD; CHD3; ZBTB4; VAMP7; Clorf65; PHLPP1 FPR1; PLP2; TMEM98; HIST1H1A; SERPINE1; QSER1; ABCA11P; CD97 SAMHD1; KIAA0930; FAM127C; SKP2; DLST; TARS; FUS; RIMBP3C RBBP7; CDC25C; ADCY6; DOPEY1 ; IREB2; OR2L8; MED 15; PXK; DERA; CLN6; TIMM9; MTCH2; CEP57; IFI44; LOC286367; NOP14 SSR4P1; KDM4B; OR5H2; HBZ; KIAA1430; P2RX7; IL10RA; BAGE2 RECQL4; PCDHB7; TTLL5; API5; ATP6AP2; TRIB2; IDH2; LCElA OR5M 1 ; ATMIN; KARS ; OGFOD 1 ; GRWD 1 ; CIAO 1 ; OR2M7 SNORA36C; ARHGEF 18 ; SYNPO; CPOX; RELA; HAT 1 ; CTCF LOC100130992; LOC100133957; MANBA; CIQA; KIF3B; LLNC00477 EPOR; RTCA; BRD9; KRTAP25-1; A2M; RNASElO; OR2T6; BTBD10; DENND5A; STAT5A; MPLKIP; TCTN1; MTA3; SLC24A3; CCDC71L; PSMB7; PCDHB1; PHB; ANKRD63; ILKAP; RNASE12; SLC25A13 FBXL3; MED6; AP1G2; APIP; MAGEB10; POU3F2; YIPF5; MRE11A; FIBP; PTOV1; NRDE2; ANLN; FOXN2; HSD17B4; SMARCA5; LRRC25; RALY; PARP4; CACYBP; TMEM50A; NKIRAS1; RUFY3; HNRNPD SLBP; NAP1L3; SLC39A7; HSDL2; MAGOH; CDK2; PPP1R11; SNORA23 MCM5; ABLIM1; C17orfl03; PCDHB4; VPS 13C; MT1A; CDH24; KRTCAP2; EGF; LOC100506343; CYCS; ATP2A3; BCDIN3D; SKA1: CTSF; LOC100128023; OR4C12; PPP1R2P9; SLC25A38; LINC00265: OSBPL11; AFF1; PREX1; KCTD18; AKTIP; SPECC1; OR1F2P; TMEM14E: FAM18B1; CARD11; RBM47; CYB5R3; CBLL1; CLDN7; RABGAP1L; OGT; RBP7; FLVCR1; ADAMTS9; IL2RG; Clorf 8; LOC401397; RSC1A1; PDE7A; COBLL1; CHPT1; CDYL; ZNF616; Clorf229; RAB3D; GLI3 GPR141; GUCY1A3; CBFA2T3; SMARCD1; OTUB1; OR5K4; PRKRIR KRTAPl-1; MECP2; PRPF6; C21orf91; DHRS4; CCDC12; PIK3CD; PACSIN1; OR2D2; XYLT2; UPF3A; RTL1; BLID; SERINC1; FAM89B; ILlRN; TMEM39A; USP4; TTLL12; IFNA7; SNORA67; TAD A3; MUC2; ESYT1; KIAA0226; RPL31P11; CAPNS2; TFAP4; KIF3C; NR2C2; PPFIA1; TBCA; FAM162A; KRTAP4-12; GLCCI1; S AMD 14; GOLPH3; NANOGNB MAP2K2; ANKS1A; CABP5; RSBN1L; SERPINB6; SCNM1; MRPL23; OR13C3; BMS1; SEC16A; DCTN3; FRMD4A; PROB1; SLC35A4; ARHGAP5; VPS36; PTPRE; OTX2; TMEM185A; SERPINE2; FTSJD1: MELK; NARS; LBH; FBXW2; TMED2; OR12D2; PSIP1; AQP1; EXOC6; C1GALT1; TCF25; RDH8; WBP1L; IL1B; PRKD2; DAZAP1; ITK: MRPS10; TAS2R16; STK17B; NSUN3; RFTN1; OAS3; BLZF1; ISG20; APPL1; ARHGAP21; HLA-H; ENOPH1; TCEA2; DNAJC15; REST; MICAL2; RHD; GRB14; CD83; OMA1; ZNF138; TATDN3; OR4D11; MILR1; FBXO44; CEACAM6; GLDC; MAL; KCNA3; ULK2; RBM38; ITPKB; SNRPD3; SRR; C16orf3; RAMP3; MAN1A2; LOC283174; RBI ANO10; TRAPPC9; FLJ14107; LINC00115; OR7G1; USP25; C16orf82; MC5R; TAS2R38; UBR2; TGFBIII; RASAl; FLI1-AS1; CXCR4; HYPK; DPP A3; SLITRKl; CENPN; STARD7; OR5F1; DDX51; NOBl; CTSZ; BBX; LGALS8; M6PR; TAF1D; VAMP5; IWS1; N6AMT1; OR13C8; ZNF816; ASCC2; NCOA1; CD300A; INTS12; VSX2; ANAPC13; KRTAP13-2; PSMD7; FN3K; SMG5; C8orf59; LOC100505622; PIAS2; CXCRl; LIX1L ZNFX1; PPP1R1B; SMC3; AAED1; DNAJC4; CD3G; LOC646999; OR6Q1; OR5B12; RBM42; MRPL28; NPHS1; DCTN6; E2F5; RAB35; LTBP1; NDUFVl; PPTl; OR5T2; LTF; MRPS15; TLE4; FLT3LG; OR2L1P; OR52I2; AK1; PNN; CLCN2; LILRA6; STXBP3; MYADM; C3orf35; CHD4; KBTBD7; TUSC1; EMG1; C5orf51; PSMA2; CDKN1B; RPL7L1; SMAD3; CEP85; UBTF; H3F3C; PEX14; TUG1; ITM2A; MAN1A1; SLC9A7; ASCL4; TPI1P2; PPM1B; UNC45A; AP1B1; MAP3K11; OR52D1; LILRA1; PEX3; PRPS 1; SSR1; ClOorfl l; ARPP19; ZC3H15; PSMD14; OR4C16 BRMS 1; SCIMP; Clorfl23; TARDBP; CENPVP2; CDK13; HK3; XPO6 ARRDC2; SEMA7A; IFNA10; SMEK3P; FAM100A; MTHFD1L; ZNF713 TMEM204; LRRC41; LOC401052; BTK; DCAF7; CDC40; CYSTM1 FLJ11235; GPR56; ZER1; NDUFAF4; RHOBTB1; KCNQ1; ZNF709; ALG8 DCN; THRB; SCCPDH; FAM78A; PCMTD1; LPAR2; ZBTB38; RPL9 CXCL3 ; APPL2; KRTAP22-2; SLC39A4; BCOR; TSR2; NCBP2 DNASE1L 1 ; TAAR3 ; MAP2K1 ; SLC25A30; SYNE3 ; SNX16; SAFB CHTF8; C6orf70; ZC3H7B; MAPK6; FMR1; EID2B; HIPK1; ADAM21P1 TMEM134; LYG1; SERHL; SPATA31A7; DCAF16; ATAT1; OR52K1 SMC4; RAB22A; CCSAP; ARHGEF1; SNX17; CAB39; RPL23P8; SGTA ERCC6L2; SLC7A5; VPS26A; TBC 1D13 ; OR2T35; ZNF880; ARIH2 KIAA1644; CD2BP2; PXMP4; TMEM167A; LIN7C; PSME4; SLC22A23 DPY19L 1 ; CDC5L; GNL3 ; ALDH2; OR4B 1 ; GMCL 1P 1 ; NCAPH2 PLA2G4F; ROCK1; PARVG; TNFSF12; LOH12CR1; PSTPIP1; HMGXB4 SNORA62; ZNRF2; CCDC144NL; ZNF204P; IMP4; DCLRE1A; LMNB1 TK1; SLC6A6; TSPAN18; FOS; KCNA5; SMAGP; GRASP; LOC284578 OR2A7; GNA15; FBXL20; LAIR1; GNAI3; SCARNAl; CSNK1G2; SNX27 LOC650293; REG1P; ANKRD40; NDUFA7; PRKCQ; PRR14; RNF114 BCL6; CIB 1; OR1D2; PARP11; ARAP3; NAA50; HIST1H4G; PTRHD1 TNFRSF 1A; C6orfl ; MYBL 1 ; FCRL6; MFAP4; ZNF292; RPL22 NDUFA12; ANP32C; PLIN2; MC3R; ECEL1P2; STRC; SEC11C; LBX2- AS 1; UNG; SLC44A1; LRRC28; HMGN4; PABPN1; UBE2E1; USP11 ZNF706; LOC100287015; ERGIC2; NR3C2; RIMKLB; HSPA2; BCLl lA C9orfl52; MBD1; BUB1; GFI1; XRCC1; UPK3BL; ANAPC10; CLPTM1 S 100A10; MAP4K2; PUM1; CNP; GTF2F1; EIF4ENIF 1 ; CUL3; GFM1 RAB 11FIP3; SSFA2; RANBP10; CD 14; IDI1; LOC441454; OLFML2A CXorf21; KCTD21; KLRF1; LINC00161; LINC00346; DCTN4; SEC22B NUDT9P1; SLC25A4; C16orf72; IGF2BP2; OR2AG2; VPS51; FAM50A TGFBI; LOC729737; NUDCD3; IPO8; SIRT6; SEC24C; TACC3; ITGAD ICAIL; NPDC 1 ; TNIK; HTR7P 1 ; NOD I ; TMSB4Y; AAMP; RNF20 ZNF585A; BAZ2A; PPP1R14A; NANS; KRTAP5-11; OR1F1; ANKRD9 ITGB5; CHD1L; EPS8L1; LOC643387; Clorf50; OR2W3; MPHOSPH8 PSMC5; DHX9; NT5C2; CCNA2; ANKRD42; P4HA1; UBE2E2; PRKCI TM4SF 1; SIDT1 ; FAM207A; GALNT1 ; GDE1 ; C2orf49; LOC441455 HNRNPA1L2; SFT2D2; DNAJC30; EBLN1 ; DDIT4L; EBF 1 ; TFAM SNAPC3; HSPA5; CECR1; LMAN2; PROSC; PAR5; WDR26; PFKFB3 GPR55 ; TSPAN 15 ; OS TC ; SDHAF2 ; DPM I ; NICN l ; NDUFV2 MTRNR2L1; PCF11; GTF2A2; ATF7; PADI2; ZNF607; TSPYL2; BAP1 NIN; GINS2; FAM66C; NDRG3; STX5; HMG20A; SLC52A1; SERGEF SOX11; DYRK1A; SMG7; AARS; PLEKHM2; TP53BP1; TRIM14; OR1D5 CPQ; NAPA; MTRF 1L; SPATA5; SNORA14B; TADA2B; PRPF38A; U2AF2; MFGE8; POLR3C; GRIK5; CDC37; MGAT5; EXOC8; PPAPDC2 EIF2B5; IMPA2; HAX1; MPPE1; SLC20A1; PAFAH1B2; AIM1; LRP10 AP3D1; AHNAK; SREKlIPl; ADNP; GRPEL2; ZNF853; GSDMD; CRY2 MAGEEl; RPS26P11; MEDl; RIC8A; EIF2C2; DIRC2; FLU; ZNF805; SRC TRAF3IP3; CCDC25; REC8; GFPT1; KBTBD12; LOC440300; C7orfl3 MAPT-IT1; LCE3C; ARMCX1; PROSER1; UBR7; PHOSPHO1; FOXD4L5 SLC25A51P1; LOC 100128252; GNL2; SPG20; TNF; UBE2W; POLDIP3 PEFl; OR8B2; NCOA5; ZC3H7A; SUV39H1; TMEM147; PSENl; PPAN SMIM3; HMGA1; CGA; SGMS 1; PSMB6; C17orf96; AKAP5; PAPD4 CHRNA2; FASTKD3; RPS29; MAP4; ERBB2; RNF167; EVI5; CD27-AS 1 HCG4B; DISP1; MAP3K13; RAB12; ZNF410; TMEM14B; TSTD3; WRB TEX261 ; PSMD10; IRF4; CKS 1B; CKAP5; EXOSC8; TRUB2; KLF4 CLEC16A; Cl lorf73; RRAGD; OR8I2; TAS2R4; KCNAB2; OS9; Cl lorf30 LOC93622; LPGAT1; TOP2A; SLAMF6; EGFL7; ELP5; OR56A1; PPTC7 LOC 100335030; CLUAP1; TBC1D17; VRK3; GTF2H2; ZGLP1; MARS2 AGBL3; FAM81A; CAMK4; HNRPLL; ZNF8; MX2; CRIP2; SLC43A3 TPRA1 ; FAM218A; VPS52; NEUROG1 ; JMJD8; DDRGK1 ; ANKIB 1 MINPP 1; RABEP1; CNEP1R1; ATOX1; MED 14; ACTL7B; ERBB2IP CRTC2; DDX53 ; MPV 17; CPNE2; R3HDM2; USP9X; RPL23A LOC399753; NUP214; SS 18; LOC647012; ARHGAP29; LOC100288846 SLC30A1; COX6C; ACOT11 ; METTL21B; MLLT1 ; MRPL40; AKIP1 GATA2; EMCN; UBE2K; TSPAN13; SPINK5; SSX2IP; MANSC1; Clorf21; RAPGEF5; ALPL; EPB41L3; LIN28A; SMN2; MRPS24; UMPS; CDK19 NFU1 ; CDC 14C; CKS2; SLC 10A3; CRKL; ABHD5; CLIC2; CREB 1 PHF20; COX20; TBC1D10B; HTR2A; WDR43; CD7; SCAMPI; EEF1E1 SMIM7; LAMP2; OR1L6; OR52I1; RHCE; STIM1; YARS; SIX4; POLR2B CRTAP; ZRANB 1; LOC255512; NBEAL2; AKT2; SLC35A5; MAP I A FBLL1; CTBP2; OR5A1; CUL1; FAHD1; ZNF41; KIAA1324; PGM2L1 KHNYN; EFR3A; RGS 19; KCTD17; FGFR1OP2; EFHD1 ; EIF4EBP3 PGGT 1B; FAM216A; CYSLTR2; LINC00628; FEM1B; SPATA3 1A5 VPS4B; DENND4A; CRYBB2P1; RBL2; TPCN1; GLO1; SEC23IP; GBE1 GK2; TH1L; HPS 1; TMEM41B; NRBP2; PACS 1; LAMTOR5; TUBAL3 PARP10; TRIM27; YY1AP1; CC2D1A; DPY19L2; ITM2C; PALMD; GPS 1 PFN3; VPS39; YKT6; NT5C; GTF2I; SERINC2; DGCR14; SNHG8; TST IRF3; PRCP; PRR14L; RANBP1; NT5DC2; TRMT2A; LRRK2; SMEK2 POGZ; PRR12; TPD52; ERCC5; CREBL2; CRX; CTSH; AQP7; C10orf54 PCDHB3; RNF115; MPEG1 ; GLYATL2; PODXL; PPP1R10; CRSP8P ZDHHC2; MTA2; RAB3B ; MS4A7; NDUFA5 ; TACSTD2; CBX7 MARCKS; CMC1; SNX29P2; DHX36; TMEM104; FUBP1; IAH1; SNAP29 PPP2CA; RASGRP1; ANAPC15; RPAIN; CWC22; TPD52L3; KDELR2 CDK4; PRRC2B; SIT1; FAM195B; MRC2; SNORA6; CEBPD; TAF12 TBXA2R; DR1; PARI; PDDC1; CDC25B; TUSC2; FLVCR2; APOL 1 CDKN 1C; LOC 10009363 1 ; CCIN; LOC 150197; OR4C 1 1 ; OR4X2; ABHD 16B ; OR10A2; RNASEH2B ; PRPF38B ; SLAMF7; COPG 1 LOC285501; NPEPPS; TRAPPClO; CCDC87; KRTAP4-2; MCAM; ZNF793 ESYT2; WDR45L; U2SURP; ZDHHC9; TBC1D9; VAPA; CRABP2 TTC30B; RAG1; SPIN1; VMA21; ZNF592; CAPN7; TBK1; RPA1; ANO2 ZNF701; IFT20; NLN; UAPl; RPNl; MRGPRX3; SPC24; XIAP; CTR9 PDE6A; BRIX1; PMPCB; NAT8B; CTAGE9; LENG8; PEX5; MRPL50 KIAA0494; ZNF675; PUS7L; HUWE1; USP14; TRAPPC6A; OR5M10 AQPIO; SNCG; LRPPRC; TSPAN2; WDR76; CXorf26; SETDIB; NGRN EBAG9; TTBKl; ZNF595; CA3; FOXSl; HYMAI; PPP1R13L; HSD3B7 MAP3K5; C7orf55; CDT1; DPY30; DYNC1LI2; NREP; SART1; TBX6 MC4R; RCHY1; INGX; ABHD16A; KIAA0226L; PAQR9; BRD3; SEPHS1 FAM176C; OR2T29; NSL1; RPS6KA6; OR51F1; PIN1P1; TBX19 WDR83OS; NOL9; CRLF2; FURIN; LIG1; SLC30A7; TNFAIP1; NDUFB7 NSMCE2; TATDN2; PCDHB17; PAFAH1B1; LOC100506730; HAVCR1P1 EXOSC2; NFATC2IP; MVP; KLHL14; RYK; LSM3; OR6Y1; WHAMMP3 ASXL2; GGA2; EVI5L; NFATC3; ZBTB1; RABGGTB; FLJ42393 MAGEE2; NQO2; OR52N1; OR10X1; OR9A4; NOA1; CCT2; TIMM17B ZFR; FNDC3A; MAGIX; UBE2F; LOC100289019; UFC1; RASGRP4 IMPACT; SRPR; UGP2; OGFR; GM2A; STRAP; OR13C4; BUD31 ZNF385A; CARS2; ST7; ZNF541; GTF2H2B; F2; STK32C; QTRTl; CDC34 AIMP2; ASUN; LOC147670; ZNF490; KIF16B; C17orf75; ZDHHC14 METTL10; RC3H2; DCAF12L2; DDOST; SENP6; ID1; NR2C2AP CYBRD1; FAM208A; SH2D2A; ARHGAP31; OR4N4; CDK5RAP2 ZNF192; UBN2; RBM34; USP40; MDM4; TRA2A; ACTR8; AHCYL1 DNTTIP1; ROPN1L; RPS6KB2; CYTH4; DOCK8; POLR3H LOC100132891; HACE1; PRRC2A; SMEK1; ATG12; ANP32AP1; HINT2 HSPH1; UBE2Q1; SPTY2D1; GADD45A; SPATA31C2; ZNF676; FP588; TAS2R19; PRPF40A; SPAG7; ARG2; ZNF652; TOP1MT; RANBP6 NFE2L1; KDM4E; AARS2; RALGPS2; PRPF4B; METTL7A; ZFP106 DENND3; NOTCH2NL; RNASEH2A; LRRC37A4P; RUNX1T1; DUSP5 SLC27A5; MGC16142; CAMTA2; RRAS2; IKBKAP; TBC1D14; GPR183 TRABD; RBM22; DYSF; GPATCH2L; LTV1; KLK3; POLR3D; ABHD2 C22orf28; CARM1; PI AS 3; EXT1; LRRC8B; CCDC102B; UBE3D; ACAA2 ATP11C; PPP3CC; APBB1; FTSJD2; CSRP1; DLC1; COASY; ABHD4 TIMM17A; CCDC175; PTPN1; FOSB; TNFAIP3; CDC73; VAMP3 CHRM3; PRR11; OLIG1; SNAPIN; UBE2A; FIS1; PTPRS; RPRD1B LY6G6E; WDR11; CCDC106; HES4; ZNF684; LINC00493; LOC646862 LSM1; PDCD6IP; AGFG2; HIST1H2BL; SPAG8; NAA60; TBRG1; HSH2D RNF126; BAG1; GCC2; CBL; ISCA1; PBOV1; MLST8; PBX2; PAICS CCDC115; CCT7; MDFIC; SELT; ACTR1B; MLL3; GGA1; SNORA56 PSMD3; COMMD10; ROCK2; ALG13; ACBD4; SSBP4; THAP4; OR13D1 TMEM38B; C19orf25; TMED10; MSL1; XPO1; PCYT1A; POLR2M RNF208; FBXO42; SNRNP70; FRMD4B; TAS2R20; ATG14; WDFY2 REXO1; RELT; CCNG2; SLC22A25; LY6G6F; TXK; ADSS; NADK; SMC2 DBNDD2; RABIF; SENP5; LOC100129250; INPP5B; STX8; CBR4; PDK2; RING1; WSB1; CRCP; RNF19B; TTC4; CNN3; KIF4A; NCS1; NPL; COA1; THAP9-AS 1 ; ZNF707; ALDH16A1; WWP2; C1QC; FAM172A; PIK3R3; SPRYD3; ICMT; FAM217B; MICAL3; COX7A2L; SIK3; SEC61A1: C14orfll9; ATOH7; CA5B; PRKACA; OSBPL3; PCDHB16; OR6C4; TRAK1; SLC33A1; C17orf89; DENND6B; WBP5; SUCLG2; ELF4; KIAA0922; PNKP; HN1L; TLE3; TMEM138; PPP2R2A; ITGA4; EIF2C4; NOP58; NUDCD2; MFSD6; KIAA0020; P2RY10; OR5AK4P; OR8D1; IRF9; SMAP1; PAIP1; UTP23; CP AMD 8; GLIS2; KCNJ11; THUMPD1; BIK; SNHG1; OR2A25; GUSBP2; GARS; TMEM63B; YEATS4; PITPNM2; SHROOM1; PTCD3; CAMSAP3; HNRNPAO; MUC16; RFNG; MDC1 SUN1; RABL6; LOC100133612; SLC6A19; MUS81; LOC100499489 DNM2; RFC2; PSMD2; OR4C6; RTP4; RNF141; MARK2; OR5D13; PLEKHM1; MGST2; TMEM127; ZWILCH; HSCB; ARHGEF7; C7orf50; POM 121L 12; FTSJ3; SPCS1; BCR; FCF1; EPN2; MTX1; SKIL; BASP1; ZFC3H1; C9orfl23; DHX8; HCFC2; NIDI; ARHGEF6; DYM; PCDHB5; ABT1; ERVV-1; LMBR1L; DNAJC6; MBOAT2; ACLY; ZNF277; AHSA1; MTMR2; BRCC3; LOC100289511; TMEM167B; NAPEPLD; DMRTC1B ZFP1; MKLN1; RRP12; DGCR2; KPNA3; LRCH4; MED24; WBP4; FBXW7; CPSF2; VNNl; TRIM21; PABPC1L2B; APHIA; PSMDl; PGAM4 MLLT10; NACC2; BMPR1A; CHD1; GRAMD1A; C19orf53; VEGFC; HPGD; ANKRD10; YTHDF2; PTENP1; PERI; SNHG9; CTRB2; VEGFB; BATF; ZNF510; DDHD2; RPS19BP1; ZNF772; SLC25A2; ORC3; C14orfl; CHCHD5; CTAGE5; TIMP2; TET2; ASH2L; ERMAP; NCALD; ATXN1; SPG21; MCMBP; RHOBTB3; CYC1; RAC3; HPX; OR1B1; OR5V1; PRPS1L1; TMEM183A; SH2B3; PKP4; FBRS; VIL1; NUMA1; HAUS4; ASPSCR1; OR6C76; SNORA1; LAMTOR3; SMARCA2; MND1 GATAD2B; ZNF688; LOC727896; RBM27; HSDL1; LOC100507254; GOLGA8CP; CALHM2; FAM127A; OR5R1; SNRPG; DNAJC13; RNF213; HIST1H2BA; DDX60L; ZCCHC14; TRAF4; PAR-SN; LOC91450; E2F3; GGTLC1; RBMS1; SSSCA1; SNX30; NIPSNAP3A; TMED5; ELOF1; RPTOR; METTL5; ZNF252P; ACSS1; MBOAT7; SLC30A9; FAM223A; OR5AS1; GRB10; SH2D1B; LILRA3; CDK5; SIGIRR; DNM1L; EPM2AIP1; SNHG11; MRPL18; C22orf25; PIP5K1B; MAP3K2; TWF1; KLK1; UBE2D4; NECAP2; LOC100128420; SDHA; TBC1D9B; TEXlOl; EGLN2; CSTA; DTL; KRAS; MLF1IP; ATRX; STK32B; EIF2A; TULP3; NDUFAF6: NAA15; TRAF3IP1; NAA25; RCOR2; PLS3; YIPF3; RUNX2; LUZP1; ZNF792; ZNF791; CHRNE; SLC7A6OS; APITDl; DSC3; Cllorf ; C5orf44; FXN; ASB1; PDE4B; DCTPP1; C22orf23; DIP2B; SPTLC2; ZNF738; RAB18; OSBPL5; SRA1; TTK; PXMP2; APH1B; OR6C70; DCAF5 CC2D1B; MARS; RALBP1; MAP1LC3A; BZRAP1; CEBPE; RAD51; UBE2J2; OR2A42; RNF181; SH3GL1; PKD2L1; SERPINH1; LOC145783: TMEM192; MPG; ABCF2; OR4K2; TRIP 12; USP53; DDX49; RINT1; NPvDl; UQCRC2; SAP130; PUS 10; UBE2DNL; PARL; IL17RA; YME1L1 NOL6; CNOT2; GADD45B; KIAA0317; ZCRBl; TMEM59; TP53BP2 RWDD3; LOC339894; PLEKHA7; CXorf49; IRAK4; ARL15; GLOD4 OR5D16; KCTD9; SCARNA3; FAM212B; LOC100289561; PIM3; GIGYF1 ARHGAP27; LOC100506123; RLF; CDK12; ATXN7L3; LOC1720 LOC284023; PPP2R5E; ARL4C; ACAP2; ZNF117; TAAR9; KCNJ5; CTC1 TRAF3; CALML4; UQCR10; SLPI; POLR2F; TAFIA; PPP2R5C; RNF169 ZNF280D; SBFl; DSCR9; LOC440461; KIAA0430; PGK2; NCORl; LCE3E TMEM212; SETX; CTPS2; SDF2; PRKX; ZNF296; ANKRD24; RFX5 STT3B; APOE; PIP4K2B; DRAM1; USP37; LIN9; LOC100129917 LRRC45; HAL; KXD1; HOMER1; PPM1G; LOC100287177; TPTEP1 VASP; PQBP1; RRBP1; TNIP2; ARHGEF2; CLK3; PHF6; QRSL1; GSS PCIF1; OR11A1; QRFPR; CCM2; DDX23; SNX1; RNPC3; FBXO5; REPS1 PTP4A1; ESF1; MRPL16; GLT1D1; STX1B; RCAN1; HECTD1; WDR75 FCN1; ZNF845; HEG1; METTL6; ZNF692; CKAP2; ATXN1L; USP18 IFNGR2; NCOR2; RAB11FIP5; ZNF414; C3orf70; IL28RA; SEMA3E HAUS5; NOSIP; TUBGCP6; EXOSC10; RFWD3; CABLES 1; TRAPPC12 LYSMD1; BCL10; SPATA13; KLHDC2; SMAD1; OR2G2; PER4; GNB5 FTX; GRPEL1; NIPAL2; PPP2R4; ASPM; CES2; HNRNPF; GNE; UTP6 ABCD3; PHACTRl; GPKOW; SLC25A32; CA4; XPC; HELZ; ARHGAP8 POLDIP2; PCDHB8; KIFC3; PURB; KNTC1; EXOSC7; TRIM26 LOC146880; SLC7A1; CEP104; STXBP1; JMJD1C; MRPS30; NKD1 FAM82B; PANK2; GBF1; ZNF548; ZNF525; NDUFS2; IFIT5; PPP1R12C CARHSP1; RLIM; FAM98B; ZCWPW2; FAM103A1; TMEM180; ACBD3 ARGLUl; MLL2; COLQ; FAM165B; ATP6V1D; BTRC; LDBl; SOX6; TBC1D23; ZNF407; MAP2K7; SLED1; ZNF107; HPS5; C2orf68 HERPUD1; PRPF31; FBXO4; OR10AG1; CLECL1; PAWR; TRMT1L SFT2D1; GRAP; TCF7L2; FXYD6; ARID5B; EPC1; MTX2; B4GALT1 SELK; GTF2H3; GTPBP5; ZMAT3; KLHDC3; LOC100130691 STARD3NL; PPP2R3C; PPIL6; CLDN23; IZUMO4; ZMYND15; SLC25A11 MRPS31; KDM6B; TSPAN31; AP3M1; GOLGA5; NCOA2; ACTR1A LYST; OR5E1P; CDK9; NPR3; WDR41; CSDE1; USP39; ZNF639; PSMD6 WFDC2; GCH1; UGT1A8; KTN1; TECR; SF3B14; MYO5A; CASC4 TECPR2; NDFIP1; BTN2A1; TEP1; POLR2G; LANCL2; DCDC5; WDR60 AKR7A2P1; PDCL; HRASLS; EIF2B1; NDEL1; TOM1; PLEKHA1 KANK2; SNHG7; HTATSF1; DNAJC11; C19orf66; WTH3DI; GCSH BCLAF1; EGFL8; POP4; TIMM23; AGAP7; DDX50; VPS 16; GATC; PDK1 MAML1; VPS33B; C14orf23; PI4KAP2; SHROOM4; AGAP6; GINS1 GRINA; SLK; POGK; SLC25A1; TSNAX; ZDHHC21; POU5F2; SRSF10 C16orf87; NF2; SYPL1; TCF4; UVRAG; YES1; RC3H1; EAPP; SSBP2 LINC00312; OR5T3; ACO2; LAS1L; MRPL54; MTA1; RSF1; ZNF33B RNU12; YBEY; FGFBP2; SH2D4A; PPP2CB; EPDR1; LOC389765 POLR2D; IMPA1; LYRM4; SNHG16; TNKS2; LMCD1; GPR108; SAMM50 NAA10; ZNF37A; CDIPT; YPELl; DNASEl; LOC653653; TFAMPl; IL1R2 DCPS; DDX20; PARP6; PNMA1 ; FAM86A; DLD; SAP30L; SBNO2 ADRBK2; PMS2P4; S 100Z; PET 1 12; AP2A2; NADKD 1 ; PPP2R5A WDR83; CASP8AP2; EML4; BRE-AS 1; RNF103; DUSP 10; CACUL1 KCNE3; CARKD; AAGAB; TSG101; CRHBP; LOC100506083; HVCN1 MKRN9P; PARP 12; STK38L; FAM81B; ZNF366; OR2B6; SMAD4 ZNF718; TPRGIL; ANTXR2; EMC4; CMSS l; LOC100507557; NAGA RAMP2; TBCB; BMPR2; DDX21; MAD2L1; SERPINF1; AAR2; ATL3 NBAS; RALGDS; IL4I1; LIPC; NEU1; ZNF84; RFX7; COPS7B; NDRG2 HCFC1; KDM5D; MRPL11; WDR59; BAG4; BPTF; CISD3; LOC286437 ATXN2L; MEX3C; NUFIP2; GUK1; OR6C68; CYFIP1; CDH16; EGR2 NME3; MRPS9; THYN1; EFNB 1; BSCL2; FAM223B; TMEM170B; NSUN5 SORBS3; FAM134A; FAM105B; LZTFL1; MIR17HG; AMACR; KIF18A ABL2; RAB7L1; SAP30; KDM2A; CD58; IKZF5; TAF1C; RHOJ; ZNF554 SECTM1; LOC100270746; OR2A12; UBQLN4; HBS 1L; IPCEF1; PSMG1 TAF9B; KIF19; DGKG; BCL11B; PLK1S 1; POLR2H; RNF25; TDGF1P3 TMEM126A; NDUFA8; DGUOK; KBTBD2; ZNF264; FUT11; LILRP2 ADRB2; LARP1B; CAPS; RACGAP1; ANKHD1; ATE1; TAS2R5; IMMT CDK17; SIKE1; COA5; SNRPB2; RBM4; RDBP; CHMP4A; PLEKHA8 SSX5; SEMA4A; ZNF800; ZNF593; ZNF416; MPST; ZNF683; RILPL2 GAS5-AS 1; ATXN3; HMHA1; SPATA7; LOC401093; MCFD2; RARA DIS3 ; FYCO l; TTC3 1; MDK; NOSTRIN; VIPAS39; DAZL; SH2D1A; CCDC117; CLIP4; VHL; MCRS 1; KIAA0240; SKA2; TRAPPC4; LCA5 ISG20L2; EIF3B; NMI; PPIP5K2; KIF4B; NEDD4; ACSL6; MYL4 PPP1R21; WDSUB1; SLC5A6; WDR55; LIN54; MRPL30; ACN9; ETS 1 TCEB3B; WDR48; OR2G3 ; ICK; KLHL 18; PIGB; KLHL20; PPFIA3 SIN3B; MLL; RBMX2; SEPN1; NUP 188; PLEKHG1; AUH; C 19orf24 SCAI; BMI1; ZNF429; PRKAG2-AS 1; CAMP; CEP 192; OTUD7B; GMEB1 RCC1; MCM7; C2orf29; RGS5; EZH1; ZNF25; OSBPL1A; TAF13; ZNF589 PCSK9; VWF; LOC644656; SMC6; GANC; FBXL12; MMAA; NDUFA10 ADH1B; CATSPER3; IFNGR1; INTS 10; CDK5RAP3; OR4F4; PLEKHG3 CORO7; AFF4; FAM168B; NAT 10; RAD18; FOXO4; PRKG1 ; CINP TNFSF13B; OR5T1; COMMD8; CAMLG; CA11; OR7C1; MSRB3; USF1 DKFZP58611420; FAM175B; NAE1; MTFMT; ZSWIM7; BAG3; THAP9 WDR5B; C16orf54; PARD3; SERINC5; GRN; TMA16; OR8D2; PIN4P1 RNF207; MRPL21; CAND1; TSPO2; PSMA5; GID4; CORO1B; PSRC1 ASCC3; PHAX; MFSD11; C7orf26; HEXIM2; FLJ30679; OR14J1; LIME1 CPSF3L; C21orf62; MRPS27; LOC 100134868; ZNF432; DPY19L3; LIMK2 HEPH; NBPF11; TUBD1; ZNF672; Clorf63; TCEA1; EBLN2; LOC90246; PGBD4; SMPD1; C12orf65; NEK4; PCNXL4; TRPM2; WBP11P1; ING3 KRTAP19-3; RPS 15AP10; PLCD1; TRIP4; CLIC3; LOC148413; CCNC NOLl l; DZIP3; SDCCAG8; GGA3; P2RY13; MTHFDl; VAPB; CBWD2 RANBP9; VWA5A; TNFRSF14; LRP6; GTDCl; Clorfl74; MAU2; GALM MRPL49; SERPING1; PSMA1; RMND5A; BCAT1; CKB; ZNF765; AIM2: PPP1R2; CLEC3B; TBL1X; ACAA1; ERAL1; MYSM1; IFT46; ITPRIPL2: MRS2P2; LPAR6; CEP41; HMGB1; DDT; NFKB1; PAGR1; TRAP1: PET 100; LOC 100128822; PPBPP2; LSR; MRPL33; GABPB2; PLAA; MIIP: NOL7; ZNF641; TRAPPC8; BBS2; TGFB2; SOX13; RREB1; HYI: CTAGE15P; ARHGEF19; ALDH7A1; UBL4A; CNOT6; ANKRD30BP2: ZUFSP; ABI2; OVGP1; CCDC146; SH2B1; TIGIT; ZNF431; POMP: GMPR2; SLC12A7; SNORA47; OR10G2; RPGR; SHARPIN; EIF5: SLC35C2; SRPK1; PHF1; AMMECR1L; CDKN2C; PRC1; ARRDC4; FNIP2; RPS6KA4; TNK2; KATNAL1; PPFIBP1; SLC35B4; MAML2: LOC100287036; RNF14; ARHGAP35; DUSP11; LAMTOR4; NCOA7: RPS6KA2; TBC1D8; GGNBP2; LOC284648; PRKDC; LOC100506023: PQLC3; THOC6; OR10K2; GPR132; LRRC58; C15orf23; CCDC97; MCTP1: SNRK; DDX54; TCIRG1; CD38; CD8A; EIF3J; RFC3; CCDC96; PPIAL4F: NMNAT1; LOC100630923; SKIV2L2; AP5B1; ARSE; THUMPD2; HERC5: TMEM230; LOC641367; TRIM24; HLA-DQA2; LRRTM4; ANKRD62P1- PARP4P3; APOL3; VAVl; OGFRLl; GSTM2; C6orf226; KLHL6; PKIA; RERE; XPNPEP1; POLR2C; CUTA; DBF4; LOC654433; SLC25A40; MITF: GLYR1; GSKIP; CD8B; ETF1; TM6SF1; PYGO2; FAM136A; SLC11A1: NPPA; MOSPD2; PFDN4; MNFl; OR4F6; RASSF4; SNX18; TSPAN9: CLK2P; EIF4E2; OR5H1; PLCXD3; PRKCH; TMEM60; PSMD9: TREML3P; PDE3A; HNRNPH2; NIP7; YWHAG; ATN1; AHCY; SPTBN5: TMEM154; ZNRF4; PSPN; SYCE1; SNUPN; MIR143HG; XRNl; KLHDC9: PHACTR4; MLL4; AVEN; GTPBP1; CDC20; CLK4; TRERF1; CCNB1IP1; TSN; SART3; C10orfl28; OR51B2; MRPS11; WHAMM; PREB; SEH1L: FRS2; PSMD12; NFYC; GMFB; FAM178B; FRG1; INCENP; ENO2: ZMYM6; TPK1; LRRC34; ZNF521; GCC1; LOC642361; DEPDC1B: NSMCE1; GTF2H2C; SH2D3A; ARFGAP3; PRCC; PIGT; ZNF653; TNPO3: SP140; STXBP5; CYP21A1P; PARP2; ARL5A; PALM; IDE; CEP350: CYTH2; PLCG1; ACAT1; MED12L; SPAG5; ZNF141; LOC374443; VGLL4: ARHGEF9; RRP15; MAGED2; CCDC109B; SH2D4B; IGF2BP3; DMTF1: MAP7; ICT1; LARS; MESDC2; TTYH2; PLVAP; FEZ2; ZNF526; PCBD1: ATAD1; LIMD1; TLR1; RGS1; HDAC10; THAP1; MYZAP; C8orf76: COMT; PRKRIP1; FAM53C; ZNF2; ZAP70; C16orf62; CHAF1A; NUP93: PLK1; UBP1; PLK3; OR5AK2; TTC37; C4A; NDUFAF4P1; PAX8; C3orf38; FAM126A; MAD2L2; RAB23; FUNDC2; FBXO6; SMGl; NSUN2; LBR; DLG5; SLC38A3; TMEM107; PSAPLl; DBRl; PPP3CA; SH3TC2; ZNF75A: GTF3C4; MED8; ZKSCAN4; HERC6; RBM18; MGC2889; TATDN1; ZBTB8A; TUT1; TIPIN; NCOA6; ZNF710; STK16; LOC100506994; LOC283856; LOC643723; FNBP1L; FAM40A; MRPS18A; SLC29A1; SRRD; PARP15; LSP1P3; MEN1; RPRD2; DNAJB4; DRG1; HSPA1B; MYRIP; CENPK; COPB1; EAF2; OR11L1; DBN1; DALRD3; VCPIP1; RASAL3; OR52N2; MED21; SFXN1; LENG9; ACOT13; ZNF322; GTF3C6; PREP; TFEB; PINKl; HLA-F; ZNHIT3; TM9SF4; ORC2; PCSK7; BROX; GOLGA6B; KRTAP13-1; ISCA2; UNCI 19; INTS7; TBC1D24; MTF2; BDH1; NLRC5; CSF1R; LONP1; MRPL38; MAB21L2; MPV17L; HRCT1; SH3D19; MPHOSPH10; NRF1; STK25; MRPL47; ZXDB; MAPK12; COMMD1; ZNF544; CCPG1; FAM213B; KLHL36; ERGIC1; GNG12; VTI1A; SCARNA17; FLJ36777; ARL6IP6; MEGF9; NAA35; AXIN1; SYTL1; TRIO; TEX264; MED 18; SSH1; VARS; SORL1; TIMM44 GRIP API; FAM98A; SPHK1; NNT; IP6K1; FLJ10038; GOLGA6C; GPR160; KLK5; PRR9; VPS41; MZT1; SLC43A1; CCDC23; NCAM1; RAB21; NIT2; MSH2; LOC100507463; HINFP; LYRM7; KIAA0907; Clorf35; UNC5A; ARPC5L; CCL21; MYC; PCDHGA1; TMEM160; SLC2A14; EDNRB MSX2P1; SAFB2; RNF111; FSCB; GAGE 13; OR13G1; GNPTG; HSPBP1; NT5C3L; UFL1; CCL2; RBM7; HDAC3; HDAC4; COX6B2; TRPM7; BUD13; HSD17B12; DYNC1LI1; PHF19; SLC25A24; TOP3A; ZBTB16; SKAP1; FAM203A; KCTD15; DNAJB11; DNAJB14; TMEM176B ELAVL1; VDR; SFR1; CYBASC3; KAT6A; IFRD2; RCOR3; TRIM54; MPI; EIF3I; IDH3A; RPA2; TSPAN14; IGSF6; ACVRL1; MAGOHB; OR6C1; GET4; B3GALNT2; NPAS2; POF1B; ZCCHC8; SOCS3; CPEB2; INO80C; MCF2L2; KRTAP19-5; ERAP2; FAM20B; PACSIN3; ARFGAP1; CTNNAL1; TNFAIP6; CCDC9; PDGFB; C18orf21; PLEKHB1; FGL2; TMLHE; TNFRSF1B; TNFAIP2; NUF2; ZWINT; ATHL1; TMCC3; MRPL10; MYCBP; TOLLIP; C2orf76; UBE2Q2; ADAM9; TUBB4A; SCARNA10; DPPA5; PELO; LRRC47; RABEP2; TRAPPC5; ZNF831 GMIP; TAAR6; UIMC1; NOVA2; ZNF182; ARFIP1; NFE2L3; SARNP; TM9SF3; ZNF3; USP16; FSIP1; DMAP1; FCHO2; STRBP; TM7SF3; ZNF582-AS1; HID1; NUP43; ERV3-1; CCDC82; ZC3H6; C5orf22; TIA1: CHFR; PRDM5; TMBIM4; COL3A1; SFRP4; OR2B2; CECR5; UBL5; SVIL; TNFRSF10B; USP33; ELMSAN1; VPS13D; C12orf23; IFT57; OCIAD2; IRGQ; SIGLEC14; SNTA1; RNF168; GSDMC; ENTHD2; EDEM1; GNG7 RAB11FIP4; CDKL1; PGAM5; L2HGDH; CAMK1; S1PR1; BDP1; ZNF330; P2RX6; GPSM2; WDR81; CTPSl; ALKBH7; CUL4A; SRCAP; APEH ZNF17; TOX; C10orf76; MRPL15; NDUFBIO; SFXN4; HMGCL; CD40LG; SMG6; RASIP1; LOC100271836; CREBBP; PTDSS1; LOC439994; SNORA31; CSE1L; PKHD1L1; MIR548I2; GNGT2; KRR1; SNX15 ATXN2; BMF; AP3S2; MRPS7; SLC1A4; ATG4B; KATNA1; KIAA1383; PWRN2; RAP2C; ZNF32; CCDC6; PGM2; SLC2A5; TMEM52B; UCK2; CASP7; ORMDL3; SUPT16H; HOOK2; RRN3P1; ECD; PLA2G10; SLC16A3; NR3C1; SCMH1; EIF1AY; NOP2; SLCO3A1; IPO4; GTF2E1 TAB1; ZNF581; ZNRD1; TRPC6; NEK1; DCUN1D2; KDM4A-AS1; LLGL1; TMEM229B; NEDD8; MANF; HK2; OR13C2; PDCD2; WASF3; GTPBP6; PAG1; SPRED1; SYNE1; FRMD8; SWI5; THRAP3; C5orf25; AKAP13 PHF23; MIB1; SREK1; GLRX3; IL13RA1; HAUS8; SUGT1; ZNF98; SUMF1; ASF1B; OSGIN2; ARHGAP11A; SIVA1; AKAP17A; PPP1R16B DSEL; GALNT2; COPS4; CXorf69; LANCL3; NUBP1; TTC26; TMCOl Clorf52; LHPP; KIDINS220; BCL9L; ZNF169; IFNA21; CLCN4; AGPAT5 CEP78; PRPF39; MRRF; CD163; RNF13; APPBP2; FPGS; ZHX2; AAK1 DNAJB 13; FAM73A; MCTS 1; CASS4; TIMM8B; EML2; ZBED5; CLCN3 ISM2; UBE2V1; TSPAN17; KIAA1279; OR13C9; HINT3; RBM5; RNASE3 TRAF7; MYH4; RGL2; SEC24B; NDUFS6; EGR1; MAEA; UTP14A; DVL3 HIP1; SMYD4; MRPS2; TMEM69; CTIF; DLEU2L; HP; DDX19A; FEZ1 FLJ43663; UCKL1; RBKS; PIK3CA; PSMC2; PIGK; DUSP3; WDR13 MYOM1; PAK1IP1; RAVER2; PLK2; FCGR1A; ZNF24; CNNM3; OSGEP PROK2; C21orf33; OR4C15; ARID4B; LINC00410; SLC7A7; COX15; FUZ MYADML; STAB 1; BAK1; ACTN3; PRMT6; MEF2D; UNK; SENP3 SLC39A13; PDXDC2P; COQ10B; FLJ31306; FOXJ3; PPIAL4A; SERTAD3 CDHR4; FAM63B; ZNF114; PELP1; ETHE1; RSPRY1; LEPR; MRGBP XAB2; CSF2RB; C6orf203 ; CAPN3 ; MTIF2; MPHOSPH6; C2orf47 SLC48A1; DQX1; WASF1; SLC43A2; DDAH1; ZNF217; BEND5; PRG2 SULT1A2; CHAMP 1; FAM48B 1 ; DNAJB 1 ; WDFY1 ; LOC 100506713 TNFRSF10C; RNF122; IKBKE; SNX29; TRRAP; MR1; UTP11L; FAM134C MTFP1; NES; PTPMT1; KIAA1429; ASB8; CENPE; AMMECR1; CEPT1 LSM14B; TMCO7; SCD; NDUFS l; SGPPl; DAGLB; STK17A; CLPX BAMBI; DPRXP4; INO80E; NUDT16; RBP4; OR4K17; FAM21A; MSI2 RALGAPA1; LOC100126784; RPLP0P2; COPB2; OR1L8; MCU; SCP2 SETDB2; TXNDC 17; ALOX15B; DENND5B; POLH; PCM1 ; SBK2 VEPH1 ; RNF 166; TMEM64; BCAT2; CCDC 15; ANKRD52; ZNF630; MANEAL; PPCS ; N4BP2L 1 ; ZNF788; MAP 1 S; S 100PBP; PTPN23 C12orf45; EMC7; FSCN1; UCA1; CUL5; TBXAS 1; DAPK1; GPATCH2 B4GALT5; I P; RARS2; IGFBP4; TAS2R13; NECAP1; WDR36; KLRG1 CDC16; ATP6V0CP3; TMEM9B; SUCNR1; SIPA1L1; SPG11; LOC400657 PTPN2; FLJ42102; MACC1; MAST4; PAPOLG; ZNF302; ESD; PMAIP1 EFTUD2; GSTAl; ZNF833P; GABPBl-AS l; ZMPSTE24; OR6N2; TAS2R9 SEC63; CPXM2; PCK1; FOXN3; SH3BP5L; APBA2; CWF19L2; IMPAD1 PIGC; EIF2S 1; RNGTT; PIK3C3; COL4A3BP; DOCK5; HMG20B; COG3 BCS 1L; SYNJ1; WDR34; MYO9B; SUGP1; CLCN6; SPATS2L; GPCPD1 NFKBIB; EPT1; TRIAP1; AQR; TMEM33; C17orf67; SNORA2B; NMT1 ARRDC3; ZBTB11; SRF; OR10R2; SNORA27; SNTB2; GNB4; LINC00338 GRIK4; PHF11; COPS7A; MAP IB; KIAA1984; TSSC4; CCNH; CHORDC1 ANPEP; LOC 100288432; NRBP1; NUP98; L1TD1; TLCD2; RIPK1; MTHFS DCTN2; KRT19; ISOC2; RIPK2; PHF3; XPO5; C20orfl l l; TSPAN32 MLLT11; NAB2; TRIQK; UCHL5; DTYMK; SDHAP2; TYK2; TSTD1 MFF; FAM21B; PAPPA; CR2; OR8B3; ESCO2; FOXM1; RAB3IL1; RCL1 ZNF620; BAZIA; DNAJC5; L3MBTL4; OGGl; PINXl; CYYRl; C12orf29 CERS6; PHF21A; SBNO1; PALM3; MGA; AKAP7; RPL32P3; ZNF420 STRA13; AGTRAP; OR2V2; SOS 1; CCDC107; ZNF768; SIGLEC9; BLMH LSM4; IDH1; NDUFS4; NMRAL1; NACA2; RNF133; VSNL1; CCL26 TM9SF2; CCNL1; CCRN4L; PGM1; CRIM1; MEIS3P1; POLR1B; OASL LENG1; MMRN1; ZCCHC24; KDM5C; VKORC1L1; TUBB6; GTF2H1 ZNF266; DLK1; RHOG; MYH11; MTRR; GALNT10; SMTN; Clorfl31 KIF5A; MTERFD2; COPG2; TOR1AIP1; PRMT7; C19orf6; EPN3; RRP1 ESRRA; EED; PDXK; KLF7; ARSB; NAPSB; RAB40AL; MMS 19; CD82 CLEC 12A; STXBP5-AS 1 ; NFYA; SETD7; CISD l ; MSL2; ABHD 1 PRKCDBP; ZRSR2; MRPS5; SNORA33; LOC729020; GSK3B; MRPL44 SULT1B1; SYT11; GCSAM; ARHGAP26; RAB30; CNTRL; RMI1; VPS25 YTHDF3 ; PHLPP2; TMEM38A; GNL 1 ; C l lorf49; FRG1B; DFFA TMEM208; INPPL1; LARP4; FUT10; DGCR6L; ZNF790-AS 1; DLEU1 SHQ1; LAPTM4A; RAP1GDS 1 ; ZCCHC10; COPA; DEAF 1 ; OR5H14 CNRIP1; IRAKI; LPCAT1; TOM1L1; RAB26; NPAT; FAM117B; RSBN1 DDX56; ZDHHC4; TGFBR2; CCNB1; CCP110; APOL4; INF2; ATP 1 IB CD27; DUSP2; ZMIZ2; PI AS 4; TUBG2; COA3; SELRC1; TJP2; MKI67 SPRTN; TRIM59; CLN3; MAPKAPK5; HPRT1; MMP8; USP1; ANAPC7 ST6GALNAC6; RB 1CC1; NXPE3; CDR2; FAM199X; NMD3; EIF4A3 ATG2A; CCNJ; FKBP15; LSM10; NR1D2; INPP4A; QPCT; FAMl lOA FCN3; DCAF13; DMRTC2; FPR3; CLPTM1L; MS4A4A; DHX38; SP2 ITGAl; SLC24A1; R3HCC1L; IFNA8; SNORA69; GJAl; AFTPH; DDX42 ACYP2; HECW2; OPN3 ; KCNH7; SEC23B; PLCL2; RAB3GAP 1 MAGEC1; DKC1; NRP2; OR8H3; BAI3; C19orf33; NHP2; ZFP161; LAGE3 ZCCHC4; Cl lorf57; OR2T5; POLAl; KDM3B; TIFAB; C19orf38; TSPAN7 STX2; AP4S 1; KLHDC8B; ELMO1; TFAP2E; C5orf24; CD81; DIEXF TMX3; FAM168A; CYSLTR1; PLEKHA4; SLC16A11; OR52E2; AGAP3 LOC253039; FKBP1B; TRIM39; ZNF514; LAMP1; RGS6; CD44; RNF182 TROVE2; MOAP1; GART; ARL3; SAE1; SERTAD2; PDIA2; RECQL TRIM11; GABARAPL1; IFIH1; FAM83H; CDKN2AIPNL; JAK2; ZNF284 MFSD2B; NAT1; C20orf72; C15orf52; C16orfl3; GMCL1; APOB; CXXC5 ESRP2; GIPR; EFTUD 1 ; C 14orfl69; KIAA1407; TCERG1 ; ERMP 1 LOC100507334; GEMIN2; APOA1; FAM213A; KCNJ15; RIN1; LYRM1 MYCBP2; NDUFS7; C9orfl56; FAM227B; POP5; TPRKB; SENP7; ISPD ZMIZ1; NABP2; SLC25A36; MRS2; GNA11; CXCL9; CCDC43; GTF2H5 SLFN12; GALK1; GDPD3; PRIM1; RARS; FBXO25; PDXDC1; CSH1 WRN; VPS26B; MYOF; KIAA1328; ZC3H18; CYP8B1; ZNF460; UPRT SMYD2 ; CLOCK; LOC283922 ; EIF4EBP 1 ; HADH; KIAA0040 SECISBP2L; DOCK10; MSRB2; KLHL17; SESN2; CMAHP; PLEKHJ1 VAC 14; ZFYVE1 ; TIE1 ; CD200; AASDHPPT; ZP3 ; WTAP; COQ2 PHLDA1 ; DDX1 ; PMF 1; REXO2; ATP6V1H; PHTF2; KDR; APLP 1 METTL1; LOC400027; VEZT; HDAC6; NAB 1; HLTF; NFIC; FCRL3 ZNF524; SLC5A2; SLC25A45; HGSNAT; IP6K2; BANF1; LOC729121 PSMB 11; ZNF43 ; KBTBD4; COX19; CFL2; XRCC4; CEP68; FBLIM1 LOC 100505876; NAIF 1 ; FEM 1A; MTRNR2L3 ; MTF 1 ; ZNF 195 LOC440944; MAPK10; PCCA; HDHD2; RBM10; UGDH; RUVBL1; SFXN3 BAG2; KRTAP4-5; PIDD; RNF8; IRS 1 ; ABCD 1 ; EXOSC4; ATOH1 : RNF 170; LPL; IFNAR2; SPRYD7; SYS 1; RLTPR; C16orf45; TAOK2: SAAL1; DHRSX; MAP2; PCYOX1L; MRPS21; ETFB; IL17RD; ZNF445: TMCO3; CRLS 1; HERC2P4; FAM60A; IPO 13; FAM129B; CD86; ZNF273: TEAD3; MICB; CHERP; CMBL; SPCS3; SLC4A1AP; ZNF814; FAM178A: SIPA1L2; ARID3A; LIMS2; NSRP 1 ; SHMT 1 ; ADAMTS 10; PLCL 1 : LOC 100500773; IFFO2; COMMD9; FAM69B; DOK1; PLA2G2A; ADAP1: DDX27; PGPEP1; C3orf27; RALGAPB; RRAGC; TRIB1; CYP4F12; OFD1: SH3YL1; EMC8; AKNA; IKBIP; OR4C3; FSTL3; ARHGAP23; BBC3: SYAP 1 ; ELL3 ; HIGD 1A; LOC399715; MAPK13 ; NAPRT1 ; ARMC7; LOC285074; KRTAP26- 1 ; DYRK3 ; KLF 16; ARHGAP24; USP6NL: ATP6V0A1 ; GTF2H4; SCARB 1 ; RSBN 1L-AS 1 ; SCAF 1 ; C 14orfl05: OR52E4; OR6C65; PA2G4P4; TNFAIP8L1; NDUFV3; PPIAL4C; BAZ1B: UHRFIBPI; DSNl; VSTMl; ARFGEF2; NEDDl; DDX18; N4BP2; TRIP6: SDK2; TTC13; CLASRP; DP YD; ELTD1; POLR3K; PMS2L2; PFKFB4: TUFM; EXOC3; ZDHHC12; TNRC6C; SLC25A43; TIMP3; EZH2; FRYL: TRPC4AP; HSD11B1L; PRKAG1; RGP1; MGC2752; RNF125; RABGGTA: GYS 1; PPP1R15B; TAF3; VWA8; CWC25; TRMT1; POLR1A; COL4A1: Clorfl62; EDC4; DENR; CCDC94; C3orf37; ZBTB44; FOXD4L3; STRN: CCDC104; DCHS 1; FAM92A1P2; LYVE1; AIFM3; CHD8; PWP1; DDX46: Clorf54; ZBTB2; CAMK1D; PRDM1; STAU1; RTEL1; NEK11; SLC12A2: TTC3; ARAP2; ALDOC; CDC42EP1; DNMTl; HS 1BP3; KEAPl; RICTOR: EXOC2; C21orf59; IFNA2; PMEL; PRORSD1P; TBC1D12; ARHGEF17: ELOVL1; FAR1 ; ARIH1; MCOLN1; SLC15A3; MBD4; YDJC; AMN: AHSA2; ATG2B; SESTD 1; ZNF543; C20orfl60; DNASE1L3; KRCC1 : NPM3; Clorf226; SLC41A3; NUPL2; MBD6; RGS 14; ACAD11; UPF1: NAGK; WDR74; RABL5; P2RY8; LOC400891; KCTD2; PPP1R7; CASP9: KIAA1598; JKAMP; RHOU; MYCL1; SNX11; PFDN1; FANCI; IQGAP3: UQCRC1; PLXNA3; TMED1; TCF12; CASK; ZZEF1; C12orfl0; OR5K3: C6orfl62; MRPL42P5; KRT18; LOC100129213; MAST3; TAS2R7; DMPK: SH2D3C; DCP 1B; SEC 14L4; CXorf56; FUBP3 ; MRPL 12; SPATS2: TIMM13; RHOBTB2; IQCE; UBIAD1; VSTM4; PRR23A; UBR1; APBB2: TOPORS; SETD8; CCDC101; CAPZA3; KEL; AGPAT3; DLEU2; ANKLE2: MEF2A; KMO; PDPK1; OBFC1; PALB2; UNC 119B; PPIL3; WDR18: HIBADH; FAM220A; SLC52A2; WWC3 ; PPP5C; MLKL; SLC 16A4: OR10H4; STARD9; SLMAP; HIATL1; MCCC2; ZC3H12A; GLT25D 1: QPRT; RECQL5; ROBO4; SH3BP4; GZMK; FAM102A; ACP5; AKAP11: FBXO8; PLAGL2; GSTM4; CCDC88C; COX10; TSC2; ZBTB9; AGPAT6: FASTKD1; ALS2; PLSCR4; OIT3; ACAD9; ITGB1BP1; FASTK; TRAF5: BLOC 1S5; HIRA; HABP4; USP34; LIMA 1 ; TMEM209; ATP6V1C 1 : PPM1L; SNORA5B; Clorf85; SCPEP1; AFAP1L1; PDE3B; UBN1; MMGT1: PSD4; KIAA1009; LOC100129534; PPARA; ZFAND4; LRP8; ABI3BP: ATP5SL; MORC1; POLE2; TPST1; DCAF8; PHF14; ALDH3B1; DBF4B; CRYZ; KLF12; PHF8; CCDC132; ERO1LB; KIAA0141; CTNND1; CEP70 CLDN19; AKAP8L; RRP36; ZDBF2; EPHA7; MZB1; RNF214; SIRT1 ZNF428; DRD1; LOC255411; USO1; LARP1; TTR; DISCI; ADCK5 WBSCR16; TAS2R50; DRG2; PRR15; PIGQ; KIFAP3; MRPL32; DDB2 NUAK1; FAM72A; MYO7B; PNPLA6; LOC100127983; ABCC3; KRTAP5- 2; PDGFRA; UBAP1; AVPR1A; KDM4C; DVL1; EPHA1; ANO8; FCGRT LPXN; BIN3; OR4F5; SQRDL; NAAA; VPS54; ZXDA; TMEM184C MRC1; RGS7BP; STT3A; TIGD2; CTSC; TMCO6; DNAJC14; ACP6 RASA2; ZNF747; DTWD2; FAM26F; NSMAF; FAM177B; TSR1; PIN1 SIDT2; ITGA5; MRPS23; PMM1; ENPP2; HPGDS; TRAM2; RFX1 PPP1R17; EIF2AK4; PNMA2; LSM6; FAM18B2; ZBTB33; ZNF638; PI4KA SMAD7; IMMP2L; MPZL3; ZMYM1; SH3PXD2A; SMURF1; CXCL14 AZI2; LANCL1; LOC729852; DSP; GOLT1B; GNPDA1; LOC728606; TBCK; USP48; OR52J3; RPL19P12; RBM6; UNC13D; TSC1; LEPROTL1 TBC1D22A; ZNF835; LRG1; MTSS1L; TIAM2; RBM33; CEP85L CATSPER1; CD28; MYCT1; MRPL4; DMKN; PPM1F; AKR1B1; GLTP RECK; MACF1; ZNF623; LOC100506710; KRT14; UBXN7; ASL; SLC38A10; SNORA81; IRAK1BP1; PLIN3; ZNF778; LYSMD2; FBXO3 RANBP2; EIF2C1; FH; RBM26; ADPGK; PNPT1; OR8K5; ZNF645 MFHAS1; GPR107; RNF219; RPUSD4; FAM149B1; ZDHHC7; ZFAND2B LPCAT3; TMX1; OR51I2; CEP120; FAM200B; LOC284632; PCID2 PDZD11; SLC35B1; C3orfl4; EML1; GOLGA8F; KIAA1704; RBFOX2 TPMT; RNF149; ATL2; SHPRH; USP13; KIAA0664; TSSK6; GGPS1 SLC25A19; TMEM126B; PMM2; RAMP2-AS 1; TBCCD1; POLR1E ZNF234; ZNF394; RAB4B; YTHDFl; RAB6C; NPR2; DCLREIB; NEK2 TDH; CD 160; SUCO; TWISTNB; LOC 100129961; ARFGEF1; SLC36A4 RER1; ESPN; SGSM3; KDM3A; CLIPl; SERPINA9; DERL1; ZNF175 COA4; LIMCH1; DICERl; PPOX; GOLGA2; LIPE; ZFPL1; DPYSL3; CHM TFCP2; HEATR7A; NEBL; BRAT1; APAF1; LRRC73; QTRTD1; BIVM GPR82; MYO3B; FUNDC1; ATP2A2; OR52N5; YBX2; P4HA3; ARL14EP NR1H3; PSATl; TBC1D7; TRIM23; ASB3; MINOS 1; GSTMl; TTC7A; JOSD2; NFKBID; TMEM199; TBC1D3; RABGEF1; GPN1; NEMF; THAP7 PAR4; C6orf89; ELAC2; JAK3; CEP55; CNIH4; TOPBP1; FCN2; EHD4 KIF13B; LHX4; GCDH; ANKRD50; HPSE; PAPSS1; CDKN2AIP; CEP170 CR1; GUSBP3; KIAA0825; CCRL2; CTSL1; GYPE; STIL; RRP8; AKR7A2 ITGA9; UBE3B; ELN; PML; IGF1R; STUB1; ELP2; PIP4K2C; SAP25 TRIP10; GPN3; SNIP1; YPEL2; FYTTD1; TCAIM; TEX30; RASSF1 FBXL4; PLOD2; CIDEB; URM1; CREB3L4; UTP15; AIG1; ADAM 19 FLJ44511; TMED3; RPS6KC1; ATP6V1A; MED 12; SLC25A46; FLJ40194 KLHL28; TINF2; FDPS; AP3B1; CDC6; IL27; RND2; LEMD2; DENND4C ERI3; SGK223; DOK6; SOWAHA; SRXN1; LRRC6; EHD2; IQCC CDK11A; GAMT; TAX1BP1; ZNF732; DESI1; UBTD2; ALS2CR12 PDCD2L; C9orf37; FAM132A; CPSF4; FAM208B; GSTO1; GGCT; THOC1 ECI2; NR2F2; SUMF2; KIF1B; C15orf37; SEMA3D; TAP1; USP54; FOXJ2: ADCK3; KRTIO; TIMELESS; KPNAl; PAK4; TXNDC16; GCNTl; TDRKH: MLXIP; ZNF227; BCAP29; SYTL3; LOC728739; VTAl; EGR3; LTBR: TYW3; MGRNl; PHF12; PLEKHG4; GBAS; SH3KBP1; IFT52; SIGLEC5: ARHGAP4; GUF1; LOC100288748; FAM123B; SLC37A3; ARHGEF11; DCUN1D5; TMOD2; TAS2R1; ST8SIA6; NAV1; ZNF461; NUDT14: RNASEL; WDR12; GTSF1; HIVEP2; CNOT10; NARG2; TCTN3; AP3M2: EHMT1; MTMR9; CCDC28A; RILP; TAF11; OTUD4; DDX59; TCTA: LRPAP1; MAP1LC3C; LYPD2; GCOM1; GTF3C3; SAR1B; SDC4: FAM101A; GBA2; PCNXL3; PTPRH; SYTL4; NTPCR; GTF3C2; FBXW12: CDCA5; FAM72B; CD1C; MED25; SLC10A5; C10orf55; ALG10; ERAP1: HAUS2; PDS5B; NT5E; S100A13; CPT1C; GMPPB; GTPBP4; HSPA12B: TBRG4; ARL8A; GOLGB1; HDAC9; FUT1; NADSYN1; XPR1; EXOSC5: PRPF40B; RFX3; FAF1; CDK10; RNF2; ARHGEF37; CHUK; COMP: TPSD1; RAD1; TUSC3; PRR19; GINM1; AUP1; ALG1L; CD244; GIMAP5: SMURF2; NXF5; SHBG; COG4; PMVK; GLRX2; FBXL7; VAMP4: RUNDC1; C18orf25; HERC1; STX16; PPIAL4E; VAV2; MRPS14; TBKBP1: DCAF4; ACR; ANKRD33B; RALGAPA2; LOC729176; ALPP; FAM83D: MYBBP1A; NAA40; TBL3; TSEN54; HBQ1; PDE4C; DENND1B: MAP7D1; ALDH1A1; MCPH1; MTAP; HERC2; DRAM2; COMMD2: LYRM2; EBF3; KIAA0947; TAS2R31; USP51; AQP8; RHBDD2; LCLAT1: PLA2G6; TUBGCP2; CLDNDl; FERMT2; ARMCX3; DUSP28; GOLGA4: PCGF1; RSAD1; SRRT; METTL16; APOBEC3F; WWP1; VPS 11; PTPN9: CLCNKA; MYO1G; RASL11A; UGGT1; XRCC2; ZNF669; ZNF785: HRSP12; HSD17B10; SCML2; EIF2C3; RAB33A; ERC1; ARMC3: SWSAP1; SNRPN; Cllorf75; MRPL22; ATG16L2; RHBDF1; SLC22A11: CSH2; PITPNA-AS1; ACACB; SPOPL; NR1D1; SEMA3F; AIMP1; RNF146: PEX13; SPRY2; OR6C74; CSTF2; PI4KB; ZNF721; REEP5; DNAL4: PPP3CB; TGFBRAP1; KLHL7; SPICE1; MAVS; GORASP1; EVC2: CGRRF1; WEE1; ZNF776; TMEM8A; APOC1; SUCLA2; SUPT7L; LONP2: SP110; TRMT6; UFSP2; SMAD5; PGRMC2; TEX2; GPR52; LINC00273: DNAJC16; FASLG; ALKBH8; PLOD1; APOBR; Clorfl09; FANCL; GOT1: CCNT1; CAAP1; PAH; MRGPRX4; MYLK3; LINC00623; LY96; ZNF704: TRIM41; CDK8; BCL2L15; GNPAT; TMPO; IARS2; NPEPL1; TMEM214: RPSAP58; NUDT9; RAB3IP; TNKS1BP1; PCGF3; ERI1; RILPL1; TNNI2: A2M-AS1; LOC286114; STOML2; SUMO1; T SNARE 1; PIK3C2B: SLC25A35; KIAA1522; STAM; GRK4; DDX60; TOMM34; IL6R; ZNF528: CYB5A; C12orf73; AVIL; GABRB3; SDK1; Cllorf82; PPP2R1B; LGALS4: KLHL3; LINC00488; FAM58A; TMPRSS4-AS1; ZNF808; SUMO4; ADCY3: GMEB2; TRUB1; APOBEC3D; EXOC1; GKAP1; PGAP3; NUP133; UBA6: OR5I1; POLG; RNLS; COMMD3; DNAJA3; ZNF136; KIFC1; ME2; EFHA1: FAM91A1; MBIP; MMACHC; RAB33B; SNX20; TXNRD2; MAGEA2B: OR8J1; CCDC163P; DENND2C; DLGAP3; ENC1; MICALL1; SCYL1: MMP7; COQ9; SLC17A5; PAQR7; ZNF761; BRPF3; CAMSAP1; CCDC174: NELF; LNX1; MMRN2; PRKAR2A; CXCL11; RPF2; FBLN7; KLHDC5: MFSD4; ZNF85; NSFP1; CHCHD4; SGTB; WDPCP; CCDC121; MDM1: OCIAD1; ALK; DLX3; ALDOA; LPAR5; HNMT; ZDHHC3; FLNB: PPCDC; PSPH; ANKMY1; RBP1; CENPI; LOC344595; TEX10; MFN1: POLA2; CSNKIE; HUSl; BODl; C12orf61; ENTPD5; RUFY2; ATCAY; INTS9; HLA-DOA; CCDC28B; TMEM150A; ACBD5; BTN2A2; MT1E: ANGPT2; LINC00467; VMAC; COQ4; DGKQ; HERC4; DMXL2; IRS2: MCM8; MRPS28; RAB11FIP2; C3orf22; SCTR; GNPDA2; CAMKK2; ELP6: GOT2; ZNF642; LMF2; LMO2; PDSS1; CEP76; CDYL2; ADRA2A; CD40: PCNX; PKNOX1; Cllorf35; UNC13B; DAG1; Cllorf54; ZNF609; RPUSD3; KIF7; MARCKSL1; TCF20; TTC9; HSD17B13; MREG; WDR92; INO80D: FAM160B1; WDR77; LOC100130298; ZNF860; ZNF121; MATN4; ZNF671: S100A1; LXN; UROS; RIBCl; SOCS7; YIPF1; TTL; NUDT1; FAM72D; KRTAP20-3; PAAF1; ATG7; FAM193A; CCDC53; KDM5B; PBRM1: PSMB5; CHD6; LOC643486; MIOS; ITGAM; SAMD9; CCDC19; PTH2R: DHRS7B; DHRS9; FAM196B; HERC3; UBE2NL; ARSA; JMJD6: ZC3H12D; THOC5; LOC728431; ATAD2; SLFN14; MED30; SPATA5L1: ZNF836; PCNT; TAG; AKR1E2; MYO1C; PBXIP1; BACE2; ITGA3: LOC100133286; KRTAP3-2; AIFM1; HPS4; MRPL19; CBWD1; GPR18: PTGES2; FDXR; PHF17; TMEM65; RASGEF1B; C17orf62; FAM21C; TCP11L1; ZNF274; VPS33A; LILRA4; BCL2L11; CYB5D2; CCL19: APLP2; TMEM87A; ABHD11; GPR155; ZNF331; MRTO4; TRPT1: COBRA 1; ELMO2; GPNMB; SMPD4; SOS2; OAF; CCDC93; SGOL2: SPDL1; WASL; SS18L2; RSRC1; PTBP2; PPARD; NUGGC; EPCAM; ULK1; LINC00174; C16orf46; MRPS31P3; ZSWIM6; SLC24A4; AMICA1: AK5; DLAT; YIF1A; KIAA0247; GAB 3; ADSSL1; FAM206A; ACAT2: MTFR1; RCE1; FAM150B; KIAA0913; MYH10; ZNF507; LOC100132247: UBOX5; WDR65; GORASP2; TJP1; SYT5; ZC3HAV1L; HARS: TMEM194B; WDR49; KCTD6; PARD3B; RARG; PMS2; CYP4F3; MCF2L: APMAP; NCKAP5L; NFAM1; TBC1D10C; NAA30; CD4; FAM83A: MRPS17; UTP18; CRELD2; MTMR4; CD3D; PRTFDCl; GCNT2; CENPW: TIPRL; TORI A; BAZ2B; FBXO30; MT1L; TRIB3; ZNF441; GZF1; ZNF211: C8orf40; LINC00663; RAB28; ETV5; LOC100130581; ADRA1D; LRRC40: LOC100131289; ZNF324; CCDC86; OR4S2; TUBGCP5; DGCR8; SIRPA: ACAD10; B4GALT3; Clorf 5; RGS3; TCEAL8; PSMG3; ODF2; TMUB1: MMP13; ZNF496; SORD; NOC4L; ZDHHC24; ZNF649; ASTE1; CTRL: EFS; TRIM65; LILRA2; CRK; PLXNDl; CHTOP; HLX; CNOT3; NFKBIE: KIAA0195; ZNF492; LGALS2; MMP14; CD177; EXOSC9; PBLD; PPP6R2; ZNF681; RBM43; MON2; RBBP9; PDE12; NGDN; ZNF282; ALG1: TRAPPC3; ZBTB41; ARFIP2; VPS53; ZRANB3; FIG4; GAST; PEG10: LILRB1; UBE4B; NXF1; SLC6A10P; NIPAL3; OR7A5; CD1A; ACSF3: IBA57; UNC93B1; MMP11; ADORA2A; FBXW9; ACADS; ZNF655: ACTA2; ANKRD22; OR5B17; AP5M1; SETDIA; C17orfl07; CDC14A; ZNF740; C4orf27; PKP2; SPOCK3; SLAMF1; SETBP1; DBIL5P2; RYR1 SP4; STX10; CABP4; LOC202181; FASTKD5; RP9; DENND6A; RIF1: MTHFR; IL28A; LPCAT4; NKAP; BEND4; TCEAL2; HSPB6; FOXF1-AS1; MB21D1; ZNF467; STARD3; LOC100133050; KLC1; TRNAU1AP; PSENEN; SHISA4; GLT8D1; EPB41L2; RAB3A; BRMS1L; MIPEP; GBP3 LOC100130855; ZZZ3; IVD; HLA-DOB; LOC221122; OC90; PKN3; SKI; BET1L; ATPBD4; LINC00665; MRPS33; SHMT2; ZMYM3; IDO1; OVCA2; SPEN; C1D; TJAP1; DDX39A; FGD5; LOC144742; TNNT3; BSPRY APOH; GTPBP10; ENPP1; HSFX2; ZDHHC15; PLRG1; CAMK2G; DTD1 FTSJl; TEC; TAF8; FAM98C; LRPll; NFSl; NDST2; FUCA2; MYO9A; CSTF3; ACOT7; DUSP18; TBC1D21; ZBTB17; AKAP8; DFFB; CACTIN; PRDM4; HLF; MEOX1; AP5Z1; GGT6; PLEKHG2; MRPL42; MAP7D2 TTYH3; NXN; WDR20; NECAB3; MOSPD1; PLBD1; NR1H2; WDR61; CDC14B; DPH3; LMLN; UBA5; FASN; LOC144486; POU2F1; AUNIP; LOC100505540; PPARGC1B; AMBRA1; CDK3; CENPP; SNORA41; ANKRD37; CLEC7A; ATP8B2; CFDP1; CRIPT; MCM10; MIS18A; MORF4L2; BTN3A3; CDY2A; CRMPl; STAG3; ANKZFl; CD3EAP; IFNG; PPP1R12A; QRICH1; SEPW1; SNTB1; MED31; FAM214B; ATP1B1; KAAG1; TNS3; PTN; KIF2C; BTBD7; TMEM14A; TMEM9; NINJ2; OPA1; USP8; TMOD4; SLC35A3; ZNF878; BTLA; BCAM; ZNF354B; ARHGEF28; MAP4K4; CTAGE4; TOM1L2; ARL2; CCBP2; EBP; FAM102B; ARAF; HOPX; CCDC138; RASAL2; FAM160A2; MTCH1; DPP8; KLRC2; TLR2; PCED1B; TPD52L2; HEATR5A; THOP1; CXCL6; ADAMTSL4; SLC9A1; CFD; MED7; SFTPC; HCCS; BCRP3; PPM1N; AMPD2; KIAA0196; YLPM1; FBXL18; WDFY3; BMPR1B; CUEDC1; GGN; SLC1A7; STK4- AS1; MAPKAP1; TPRG1; SAPCD1; AGXT2L2; INTS6; KLHL33; RAB3GAP2; GIT2; SNX25; CENPJ; ACER3; HSPA13; UBXN2B; ITGA8; SEC24A; CHST11; KATNBL1; MTRNR2L6; LNX2; SERF 1 A; HULC; APOC2; TAS2R8; NIF3L1; EPHX2; ACADM; ASB6; POP7; CENPM; OR10A6; MSH6; MYNN; CCDC111; TMEM106B; CD180; BACE1; AFAP1; KIAA2018; ZMAT4; KCNA7; GLB1L2; LRRC4; ZNF559; TGFBR3; LOC100506804; NPTXR; APTX; ALKBH1; SPPL2A; TM4SF18; TMEM161A; ZNF385C; TAF1; WNT3; MIDN; RPP14; ABCG2; NCAPH; PPT2; TTPAL; B3GAT1; HEATR2; LOC439949; DDX41; DAPK3; GIPC3 CD5; SUCLG1; PPP1R35; CCDC34; OXSR1; CSGALNACT2; EIF2B2; BCAS4; ATG5; ATP13A1; NMRK1; RNF135; CANT1; SESN1; ANKRD65; ARIH2OS; TPPP3; ZNF486; GLMN; MLLT4; SAMD4A; LILRB4; HGS; EMR4P; ECM1; LINC00597; LOC100131089; SPINK6; ZHX1; MED 16; PRR3; AMOT; LRRC19; ARL16; EFHC2; MAGT1; PI4K2B; WDR47; LOC399744; TAS1R3; KRT17; LRRC37BP1; MRPL45; CCDC3; ABCB7; TCP10; ZNF317; DIS3L; FBXW11; FLJ38109; GOLGA8T; LOC100128338; MEDIO; MKL1; OTX2-AS1; ZNF22; PDIA4; R3HCC1; LOC150568; SNORA79; GPvPR; MTOR; MAFK; ORMDL2; ZFP112; CPA5; KRT81 OR7E91P; TBC1D3F; CATSPERB; NOS3; OR6C3; HSPBAP1; SCAMP2; TAF2; EXPH5; ZFP14; FANCG; TTC39C; CPSF7; PES1; LOC100216545; LIMS3L; ZDHHC13; PMPCA; IRX1; ZNF326; ZNF716; NHEJ1; C8orf42; PARP3; MXD3; SMIMl; VPS13A; SLC38A6; COL1A2; CCDC90B; PHYH SLC15A4; GXYLT1; HSD3B1; KIF3A; LRRCC1; NUDCD1; DOCK1; ACY1; KRT7; FOXRED1; TYW1B; LPCAT2; FOXN3-AS2; NHLRC2; P4HTM; POMT1; ZNF230; B3GNTL1; SLC18A2; LOC100130000; ZKSCAN3; BRD1; ARV1; FASTKD2; CTRB1; LOC283663; KLHDC10; ZNHIT6; DCAF17; NAA16; CD109; MSRA; LACTB; A A AS; PGS1; NEDD9; PRICKLE3; TET3; KDM2B; PQLC2; FNBP4; TAL2; ADAP2; ATRNLl; GULP1; THEM5; ACAD8; SCLY; SLC4A2; CCDC58; CCNE2; KCTD3; ARMC10; DLG4; MEG3; DECR1; SETD5; STPG2; CEP72: RCBTB1; TRNTl; P2RX5; C5orfl5; ANAPC1; STAC; IL10RB; CCDC68; FUNDC2P2; SLC9A7P1; ZSWIM1; NABP1; NUP107; ZBTB40; KLHDC4 LAMC1; HLA-G; NUAK2; TRAPPC2; SMYD3; RMI2; PPIP5K1; ADM; SIRT2; FLJ39653; KALRN; CERS5; LOC100128505; TSPAN1; NETO2; ATPAF1; CDC37L1; ELP3; DNM1P46; GUCY2D; LOC100506585; MSMP; HOXB7; MGC72080; RHPN2; XK; NOTCH2; PSD2; GLTSCR1; ANKH; EPHA2; MAST1; TAF5L; TMED4; CCR4; ZCCHC6; SARS2; ZC3H8; CCDC159; APOM; TMEM231; TSEN34; KIF20A; ZNF101; RABEPK: AFAP1L2; PRMT2; TGFBR1; ZFYVE20; ZNF286A; FAM219B; NUP210: PKD1P1; RXRB; STK3; TERF1; ABL1; CHI3L1; KLRC4; SLC2A13; NACCl; IL22; TIMMDCl; ARID2; OR51B4; FAM198B; FBXL15; NLRP12; UGCG; PRKG2; TMEM170A; ING2; LOC401320; MAP2K4P 1 ; WDR5; NMT2; PPFIBP2; ZNF578; MRPL55; SLFNll; ZNF658; NFXl; RAB4A; FAM169A; RAD50; ZDHHC5; STK33; TEKT4P2; WDR91; KIF17 NSMCE4A; AMOTL1; EXD1; FBXO45; PTK6; HIST1H1T; MRO; RASSF9; ZNF398; FBXO10; CTTNBP2NL; MALT1; GNL3L; RTTN; NIPSNAP1; DLG1; MINA; CTDSPL; RASSF8; ATL1; ADAM 10; ATF7IP2; COG6; FAHD2A; HEATR5B; TM6SF2; DIDO1; MAN2B2; ALAS 1; RAE1; MAP4K5; LOC339807; OR8G1; STC1; HECTD3; SEC14L5; SNED1; SLAMF8; SNORA57; PMS1; EPHB4; FAM214A; IFT80; MGC3771; CHST15; RRM2B; BRI3BP; TPT1-AS1; KLF5; GMPPA; DNMBP; LRWD1 SDCBP2; SPRED2; RIOK1; CUL2; MED17; NRN1; SLC16A1; PCCB; ALS2CR8; SCGB2B2; BCAS3; LDLRAD4; DSG3; RFXAP; NCKIPSD; CHST7; RNASEl; NF1; UCK1; C1RL-AS1; PPP1R2P3; FKBP9; BUB IB; SHCBP1; SLC36A1; SPSB1; TFPT; TOR2A; DCLRE1C; PPP2R5B; RMND1; ABHD15; OSBPL7; ADIG; LOC653501; CHMP6; C15orf54; C1GALT1C1; AGA; ARMCX5; ARHGAP11B; DNPEP; C18orf8; ALDOB; TNPO1; GNS; RASGEF1A; DHPS; ERCC3; PLCB4; ADAMTS17; HOXD4; NUDT19; ZNF384; ZNF438; ACP2; DCSTAMP; LOC100289187; PGM5P2; COX11; LOC728407; ACTR6; PDE6D; PHF16; PPIL4; RGL1; AFF3; NIPAl; DOPEY2; OR51B5; EMCIO; FAM120B; BEST4; EHMT2; PPMIM; ATP2C1; ATG4A; KRT6B; ASPDH; CPNE8; SFSWAP; TDRD9; CXCR5 NTN4; ZNF512; CHD7; GPATCH4; L3MBTL3 ; MAPK8IP2; CLSPN; CCDC84; KIAA0100; ODF3B; STRN4; CYP 1A 1 ; PTGES ; KLHL26; BRWD3 ; OSGEPL 1 ; PP7080; WHSC 1L 1 ; PHLDB2; LOC 100506190; NYAP2; VAV3; C16orf74; C8orf33; AKT1; CRELD1; PEAK1; SLC9A9; DDR2; IQSEC 1; ZNF260; RMND5B; STAG2; APOL6; NHSL2; PHF2; SLC6A20; TOR3A; PARG; TAPBPL; SNX7; C 1RL; UNC50; CCL3 ; MAP2K5 ; TNKS ; TMED6; ZNF720; KIAA 1737; ARMCX4; CD55 ; LOC441461; LOC729678; PMEPAl; ZNF318; ING4; PSPCl; CDC42BPG; P4HA2; SERPINF2; SLC1A2; TRIM33; ATP5S; KLHL22; VPS37C; MUC20; HERC2P2; LCN15; MNAT1; GOSR2; FANCD2; FAM135A; ENTPD8; PTCD2; DROSHA; ZNF813; MPHOSPH9; MRPL2; SEPSECS; MYH7B; ATG10; PCOLCE; AD ARB 1 ; MT1F; MTR; PTPN5; ZNF181; METTL21D; LRIG1; HELB; LOC731275; TAS2R46; AEN; DPP4; FAM59B; JOSD1; RENBP; STMN3; NRP1; CCR7; ZNF673; DPCD; HES2; OR4A16; HECTD4; PM20D2; PPAT; TOMM70A; DHX37; DUSP12; PDLIM2; SBK1; CEBPZ; DNM1; TRIM4; NLRC3; LIG3; SEL1L3; ST8SIA4; JAG2; ZBTB5; ZNF668; MT1DP; SFT2D3; NBPF9; ADCY1; HOGA1; RNF157; ZNF670; FLCN; BCL7B; KIF9; TMEM67; ATP8B 1; ZNF140; COG1; GCN1L1; TMCC1; SRFBP1; EHHADH; HARS2; TIAL1; ZDHHC16; FAM96A; LINC00630; SMC5; BTAF1; KIAA2026; CCDC122; LOC440434; TMEM62; LOC643802 GCNT4; NCAPD3; SYNJ2; TMED9; TTC21B; ZMYND8; SYNM; RBM14; IGFBP2; SNAPC1; OR7E5P; CD99P1; MVK; DDX47; STAG1; MED9; SIRPG; NPRL2; TRANK1 ; SCAPER; PPP2R3B; FKRP; SLC26A2 AHCYL2; GDAP 1 ; NUBPL; TOR1AIP2; ZNF850; LCTL; CD33 ; LOC729950; MALL; SMYD5; CDCA8; SNAPC5; CLLU1OS; ARNTL; OR8D4; OR8K1; LOC100505702; ALG9; MTMR6; ALDH5A1; TMEM115; C17orf79; TESK1; ZNF187; ITLN1; ANKRD54; RRN3; PSKH1; STARD10; TBC 1D25; MAO A; ACTR5; AGPAT9; KLHL 12; PDCD 11 ; SAMD4B; WWC2; PNCK; ZFHX3 ; RPL23AP82; HEPACAM2; LYRM9; RAF 1 ; DHODH; GPATCH1; IDH3B; ITPA; LAMP5; MAGEA9B; PAFAH1B3; TMEM101 ; MAD 1L 1 ; FRY; RMST; ZNF876P; NT5DC 1 ; C 14orfl42; SLC35A1; TMUB2; ZBTB6; SUPT3H; COL24A1; GOPC; PALD1; ITGAV GAB2; MAP3K15; KLHL24; ERO1L; AFG3L2; KRT16; FGB; PROM1; PLIN5; CEP63; FBXL6; HIVEP1; PGM5; CLP1; TBC1D10A; FOXN3-AS 1; IL24; UST; IL3RA; LOC730101; LHFPL4; POU3F1; PAPD7; ZNF 174 BBS4; NIT1; LOC728875; SLC35F5; CIT; SCARNA2; SVOPL; CLPP; ZCWPWl; GYG2P1; HHLA3; LOC400685; PRAMl; SLC25A51; BORA; REEP4; ABHD12; PIEZO2; ZNF574; DHX34; ABCB6; NFRKB; ORAOV1; SPATA6L; C17orf74; MFSD9; CKAP2L; BTG3; CHID1; C4orf46; OR11H1 EPPIN; ZSCAN21; AGBL4; PFKP; FDX1L; MGAM; UBXN2A; GTPBP8; CLSTN2; LOC340073 ; PITPNM 1 ; NAALADL 1 ; GALNT7; RPAP3 ; FAM118B; GALC; APOOL; CSF1; FMNL2; ZNF573; C9orf41; DHX40 KIF22; GPR133; JAKMIP2; LZTR1; BANP; DBNDD1; IGFBP6; NTN3; SLC25A25; SCARF 1; STEAP4; RABL3; TTC14; SLC12A3; ATP6V0A2 LTK; TIMM8A; UHRF 1BP 1L; MTX3 ; ARRDC 1 ; RUVBL2; PDE6B; ZNF557; TLR9; HYAL2; NOTCHl; ZNF323; ZNF518A; MICALL2; HPD; FOXCl; GGTl; RRP7A; LOC728743; ZNF583; CTSE; PIGX; AP5S 1; ENG; AGBL5; BAHD1; ADAT1; FLJ30403; ABHD6; THAP6; CNNM4; GPX7; POLE4; DTX3; ZFYVE26; REEP3; BFAR; PHLDB3; COX7A1; SCGB1C1 POLD3 ; ANKRD 1 1 ; PLS 1 ; ATP5J; CYP24A1 ; FAM167A; FBXO21 ; TMEM133; MRPL52; GID8; GPRIN3; GPC4; LOC387647; DEMI; MMP2; SNAP47; LINC00176; AGMAT; C12orf43; GOLGA8B; PCK2; ZNF687 TMEM 184B; GLTPD 1 ; RBM48; BEX4; RWDD2B; TAF4B ; DPP6; DNAJC9-AS 1; GNG4; H6PD; ZNF213; SLC25A20; NOC2L; SLC30A5; HELZ2; TMC6; MICALCL; CDOl; BCL2L13; INPP4B; ZGPAT; ASNSD1; ATP6AP1; PPP1R12B; FAM76B; NOP16; CSNK1G1; PLCXD1; RUNX1; IFT43; BTN3A1; LOC728392; SMARCD3; TIMM22; SNRNP27; DPAGT1; FAM173A; CORO2A; ETNK1; ST3GAL4; DOCK6; ZNF729; FBXO28 SASH1; KRT73; KIAA1324L; FGD4; PLXNA2; ZBTB20; KLHL25; CR1L; OXLD1; GOSR1; C14orfl82; C19orf35; CACNG8; ENTPD1; RGPD2; TLR6; TNFSF15; ZNF527; ZYG11B; MTO1; TRIM5; MRPS36; USP26; BEST1; LOC100507424; TNFSF14; USP42; RETN; PUSL1; C14orfl59; PDZD7; SLC5A 1 1 ; CCDC59; ZMYM6NB; ETFDH; ZNF576; PCTP; CHN2; C lorfl86; KIAA1967; LOC 158435; PARN; PDE4A; SDHB; SH3GL2; TKTL 1 ; EPHX4; CTHRC 1 ; TMEM234; GSTA3 ; LMNB2; VSIG8; KHDRBS3; NAF1; LINC00308; TMEM232; PXDC1; VCAM1; NGLY1; PHEX; IL33; CALCRL; C15orf61; WWOX; STRADA; C8orf3 1; CPM; KCNN3; MDN1; TMEM213; TMEM236; SERPINA1; C7orf23; RGPD1; TOE1; SLC9B2; GAGE 10; AHR; MYO6; SPECC1L; CAMSAP2; SLCO2B1; SLC25A44; ASNS; ALG10B; SLC12A6; C6orfl36; MALSU1; FIGLA; MED22; FAM105A; PWWP2A; NHLRC3 ; NR5A2; DHCR24; FADD; ZNF746; PANXl; TP73; DUOX2; MIR548I3; EPG5; FAM108B1; PDCD7; FAM179B; PYROXD2; CLTCL1; CRNKLl; DUS3L; ANKRD6; SCAMP5 UBR5; ASH1L; STX3; HIVEP3; DNAL1; PRELID2; RNF144A; MSH4; CLEC4M; PFKFB2; TONSL; FGFR1OP; THAP 10; GLOD5; FER1L4; TREM1 ; BBS 12; LRRC37A; TBC 1D2; UBASH3A; C7orf60; E4F 1 ; LOC150381; LOC257396; AAMDC; LCK; ZCCHC11; DCLK1; SHANK2; INTS4; SHE; ROGDI; KBTBD8; SOLH; CHMP1A; MRPL48; ZNF708; DEFT 1P2; CYP2E1 ; ATP 12A; CXADRP3 ; HMX2; IFNA17; GORAB; SPNS2; TIPARP; EFNB2; ORC1; FBXO22; KRT222; CCDC127; DUS2L RDH14; MTM1; PRODH2; ZNF354C; GLB 1; NCCRP1; NT5DC3; OCLN; ORlEl; TMEM120B; VIPR2; EIF2B4; KDSR; DPHl; ITPR2; PTGDR; TRMT13; TRMT61B; ZNF618; TMEM223; DDHD1; ACCSL; DCAF10; C4orf36; LIG4; SUV39H2; ALOX12P2; FAM166B; ZNF335; GLYCTK; MOGS; ZNF90; PTGER4; INTS3; PLEKHH1; TMEM42; GAPT; TINAGL1: MAML3; RPS6KA5; CENPC1; CENPO; SGK3; NCLN; GOLGA6D; APC: PPHLN1; LOC399815; EMP1; WDR86-AS 1; ARFRP1; CENPA; GTSE1: NCAPG2; SRSF2; LOC 100132352; C15orf40; DARS2; TMEM159; HS2ST1: BOD1L1; WNT7B; LOC574538; DPH2; MST1P2; PUF60; CDR2L; PCBP4: MOV10; HCFC1R1; B4GALT4; CD IB; IFNB1; NEU3; CLCC1; DNASE2: RBMXL2; RNFTl; ADAMTSL5; LOC100303749; GNAI1; KCNK12; SCO2: VPS 13B; GNAL; LOC340017; PTGER4P2; C20orf96; ACOT9; CRYBA2: VPS45; HEATR1; GALNS; MUCL1; NBPF10; FAM13A; INSM2; NUDT17: BDH2; MAST2; NFKBIL1; DDX52; HSPA4L; TCF19; LINC00282; IGFL2: ELF3; TRIM38; CAD; C20orfl94; C3orf32; RAI1; CADM4; IPO9; SCAMP4: METTL18; ZNF516; FAM222B; PDE1B; EDEM2; CCDC67; ANKRD32: KIAA0355; HEXA-AS 1; GTF3C1; PPP4R1L; TSPAN3; TP53RK; FOXP4: SNORA29; ZNF7; LOC100133315; XCL2; THBD; ABCCl; IFT172; HIPIR: MNT; PARP16; KRT9; RPP21; TMSB15A; ZSCAN12; DHRS2; NCSTN: KDM4A; CCS; CSRP2BP; SCN1B; MMS22L; UPK1B; NCR1; PPP1R8: THAP8; ASMTL; STAT4; IGF2; LEMD3; NRADDP; SLC38A7; BAIAP2L1: PEBP4; POU5F1B; SNHG12; RNMTLl; NCEH1; UBTD1; GFRA2; ZNF395; EDEM3 ; FCAR; ATPAF2; GTF3C5; WIBG; CDH5; GPR162; MYLIP: SETD6; TAF1B; SLC22A7; ERC2; TCOF1; KRBA1; DUSP16; FANCC; MYEOV; PPP1R37; RGL3; ANKRA2; LRRC16A; GPX3; TGS 1; ZNF200: OTUD6B; CNKSR2; OR6C6; LSM 1 1 ; ARL 17A; DEPTOR; PDK3 : CASKIN2; MRAS; NUP88; GTF2E2; PBX4; GLIPR1; CROCCP2; OIP5: PIK3IP1; ZFYVE19; BHLHE41; USP30; TMEM222; RTN1; GZMM; IL1R1; WBSCR28; LILRB5; ZIK1; CCDC130; DHX33; METRNL; OLFM1; BATF3: KAT8; PRKCZ; SLC 18B 1 ; ELOVL6; ICAM3 ; C 17orf70; C7orf25 : SLC25A23; ADCK4; JAGN1; SCARNA14; FCRLA; LCMT 1; MYO5C: ZNF695; EXOC6B; SYNJ2BP; PFAS; PRMl; SEMA4G; ERICHl; MID2: ZNF598; ARHGEF15; HHATL; DEPDC5; KIAA0319L; KRTAP4-7; LCT: PPP2R5D; SLC35E3; TMPRSS 15; SEC61A2; MYO10; TRMT10B; C2orf43: RASA4CP; WBP2NL; ECT2; NRG4; ATP 13 A3; CTSL2; GPT; IQCG; PIGF: TLN2; PILRB; NUP35; P2RX4; RNF 144A-AS 1 ; KLHL 1 1 ; SLC3A2: LOC728537; PITPNM3; DDX3Y; RAB38; DACT3; FBXO38; POM121L10P: ZNF 5 1 9 ; PRICKLE2 ; PTPLA ; SNRNP25 ; CRT C 1 ; CAPN 1 1 : LOC100128398; RYR3; Cl lorf74; SURF2; LRRK1; CDC42BPB; CCDC64: FZD5 ; FAM177A1 ; PLBD2; SCRN3 ; DOK4; ANO5; IGFL3 ; LMO4: MAGEA4; SH2D6; ME1; PLCB1; RNF24; TAS2R30; SMG9; ANKRD26: NKX2-3; CROT; ZCCHC9; CAPRIN2; LDLR; MEDl l; MTIB; ST3GAL2: C9orf66; TMEM100; BAIAP2; MKRN2; SURF4; ATP5EP2; FAM9C: KIAA0391 ; TACO l ; LHFP; DOT 1L; ZNF839; PIP5K1A; ANGEL2; LOC339803 ; KIN; RTKN2; HBE1; MAP3K10; PPIL2; OSBP; NUP85: GSTT1; XPA; PDZD8; SUPV3L1; Cl lorf48; SLCO4A1; PTGER2; INVS: SEC14L2; PBK; IER3; SAMD9L; RNASEHl; DDX26B; TMED8; MFRP: SLC22A17; SYBU; ZMYND10; DSPP; FONG; KIF12; ZNF35; ZNF646 DECR2; ATAD2B ; LOC 100130950; TREML2; ZYG1 1A; ZNF362; KIAA0125; IDNK; SLC25A42; UNKL; AKR1C3; RPL34; THG1L; LHX6: GLB1L; CPT1B; C1QTNF3; GGCX; SLC7A14; TMEM19; IL7; SH3TC1; ST3GAL 1; WDR64; PARP9; C14orf28; APOO; AFG3L 1P; WDYHV1 ABCA6; NARS2; ERCC1; NUDT15; ADAL; BIRC6; LETM1; PPAPDC1B; TMEM178A; MYLK2; ZNF552; BAALC; SACS; SYTL2; APC2; HTT; NAP1L5; SPHAR; USP6; ACVRIC; C2orf66; CNOT8; HMBOXl; IL2RA; MTERFD3; NDOR1; SLC5A3; ZNF777; CHST8; ASCC1; KRT5; CDH1; SEC22C; FOXP3; VEGFA; PBX3; CYP1B 1; SETD3; ZFP37; DERL2; CPN1; DNLZ; DZANK1; MON1B; TMEM41A; CDY2B; BASP1P1; CPSF1; EBF2; FBXL16; SLC1A1; CHSY1; YARS2; RABL2A; VSIG1; C9orf 1; ACADVL LRR1; CELF5; KRT16P2; FAM71E2; SH3D21; UBE2MP1; ITIH1; RAB20; REM2; WDR70; PRTG; APOC3; ZC3H12C; MSTO1; LPAR1; AKAP12; AKAP9; TM7SF2; HACL1; ACSL3; KIAA0556; LOC100289495; MBD5; TBX3; PTGDS; Cl lorf O; TANC1; ZFYVE9; CBX6; CCNE1; CHIAP2; COG8; ATP6V1F; GK3P; ZNF551; ALCAM; MBTPS 1; ZMAT5; ZNF148; GTF2B; HIBCH; CASP6; DTD2; C 12orf44; C9orf72; RHOD; CDPF1 ; NFXLl; PIGS; TRIM61; ATP8A1; BRD7P3; FAM221A; ODF4; PET117: PHACTR2; RBMS3; TMC8; ZNF333; ZNF462; NSDHL; SNX24; ZSCAN30; MRPL1; LOC654342; C9orf64; GFOD1; ANKMY2; FAM65C; C22orf39; C 17orf66; TTLL7; ITIH5 ; KIAA1377; PRELP; GPR65; PDCD 1LG2; KCTD13; CMTM2; GAT A3; TMEM173; WDR7; PAPD5; LOC100507053; MEG8; ANKRD39; FCRL1; IL4R; NOXRED1; LTC4S; TXNRD3; OXCT1; NUP160; RAPGEF6; NIPA2; CDC23; ZNF451; IGFBP1; LOC100505633; TTC5 ; CES 1 ; NUDT 13 ; SERPINB8; SNX21 ; DTHD 1 ; LOC348120; SECISBP2; TEX26-AS 1; TMEM71; RTN4IP1; MYBPC2; TLE1; TRIP13; LURAP1L; CXCL16; C5orf28; PLEKHM3; CCRL1; C10orfl37; SPIRE1; C17orf58; FADS3; PRSS50; GRSF1; KANSL3; ZFP3; LDLRAD3; STAB2; PSMD13; VTN; TRAT1; MARCO; KCNMB4; NME7; CPVL; PLA2G15 TFIP11; PPAP2B; DHX57; SRD5A1P1; TFR2; C21orf58; TSPY3; PDSS2; CCNYL 1 ; PRMT3 ; ALMS 1 ; SCOC; WDR90; ATP 13A2; ZCCHC2; KIAA1107; PLA2G4C; C16orf88; KANSL2; MYOC; CCDC88A; CLNK; MAGEA10; RAB42; TMC1; RNF151; TLR5; ADPRM; C2CD3; FBXO33; LOC652276; MCC; NUFIP1; TARS2; TMEM109; TNFRSF25; OXNAD1; TXNDC12; AWAT1; CCDC88B; EFCAB4B; SLC35C1; TNPO2; KITLG; CIB2; TRAPPC2P1; ZNF584; TMEM120A; WTIP; IFITM10; ZAK; SPNS 1; ACCS; GOLGA7B; SEBOX; EHBP1; ELAC1; NSUN4; CSF2RA; ZC3H14; EIF2D; CD300LB; CAMKMT; MAF; NVL; ZNF786; ZNF256; ZNF197; FAM153C; FBXO48; GSTM3; LOC145820; ZNF727; KIF20B; STEAP3 ATG9A; Cl lorf 4; ICAMl; GIPCl; AKAPIO; CCNJL; CD300C; FLJ27354; MFAP3; SLC39A1; PTGIS; DHX32; EFNA3; MARK3; RBBP8; SLC35E2; CENPT; RAI14; GSTM5; AATK; HYLS 1; LOC285359; PKD2; RPSAP9; SATB2; ALDH1A2; FBN1; LONRF1; NME6; TSPY2; ECSCR; RETSAT: PDXP; RRAS; TMEM102; EMIDl; LOC100505989; WHSC2; SLC22A6: BTBD9; ZDHHC6; ELMOD2; SPRR1A; PAX3; CCDC22; ZNF142; ZNF10: DHRS4-AS 1; C12orf5; KIAA1751; ZNF555; MTPAP; TAGLN; EDN1 : SLC46A3 ; MRPS22; TTC38 ; CCL 14; LMAN2L; FMO5 ; PSMG4: LOC 10013 1564; SEMA3G; SOCS2; SRP 19; ZNF677; RAB39B; C2: CLASP2; CXorf38; DOLPP1; KLC4; THAP2; CCDC136; GPR182; RELL2: PCDHB14; SPINT1; SPP1; B9D1; NOM1; SIK2; APBA3; FGD6; N4BP1: ABCC13; ALKBH4; TAF5; QPCTL; PRPS2; PRPSAP1; TFEC; CD163L1; NID2; SLC23A2; PLD4; CCDC47; KLHL23; MAOB; TRIM62; TTIl; IKZF2: TNFRSF13B; FDXACB1; GALNT5; LOC100507547; TMPRSS7; HSD17B1: ACOl; CEACAM5; EEF2K; GLG1; HILPDA; LEPREL4; RGPD3; SGSM1: HPCAL4; LOC340113; OR9Q1; TMED7; FAM86HP; ERCC2; NTMT1: MLH3; SLC9A5; CLCN7; TTBK2; IL36RN; ISLR; MAPK15; NSD1; FEN1: ZFP57; NDUFA4L2; LOC643837; DPF3; NDUFAF7; ADPRH; TRPS 1: ZNF397; NEK8; EIF5A2; FXYD4; MKS l; N4BP3; TMTCl; ZFYVE16: FAM1 10B; DPH5 ; RBM41 ; AMZ2; KDM 1A; LTBP4; PPIL 1 ; PHIP: SLC22A16; NEDD4L; NUDT22; FGF5; VCAN; CLN8; KIAA1211; CEP128: SCAMP3; STPG1; GINS4; MRPL17; ZNF238; DST; EXO1; HENMT1: MLF1; NCKAP5; AZGP1; SLC35D1; GIPC2; SNX12; GATAD1; SPN: ZNF611; TEX28; PTPLB; UBE3C; FCGR1B; JMY; UCP3 ; UQCRBP1: ERP27; FOXP2; GON4L; SLC44A4; MIER3; USP21; ERF; METTL2B: SLCO2A1; CAPN10; CXCL13; LRIF1; PPP 1R3C; URGCP; TNFRSF4: MCM9; NAT9; PDPR; SLC46A1; TOMM40L; RGS 16; ADORA2B; ZNF654: AACS; NUP 155 ; DNAJB9; DIS3L2; EXOC4; POLR3E; RAPGEF 1 : SLC26A11; FCER1A; LIPN; WASH1; CEBPB; ECU; WFDC1; CEP250: CRISPLD2; FARP1; IFT122; ZNF763; EMC9; SGCB; ATAD5; CSAG3: CREB3L2; ITGA6; SMTNL2; MED20; DHRS 13; DPP9; FKBP14; SLC28A2: DCAF15; IRAK2; ZNF471; PIK3C2G; LYSMD3; NPY1R; PKLR; COL7A1: PLA2G4A; DMXL1; ZNF702P; CCDC176; NEGRI; ZSCAN16; ITSN1: PUS 1; UNC5B; HLA-DMB; GHRLOS; MSH5; Clorfl l2; SIRT7; PEX19: ERCC8; FAM19A3; LOC388942; NAT 8; RASGRF1; CXCL1; OR7E24: C2orf42; POM121L9P; MCM3AP; ABCF3; TAP2; MCAT; CLIP3; NRIP3: ZBTB48; TTC34; ERLEC1; ERCC4; NKPD1; PIWIL2; PNPO; RGS 12: CCR5 ; LOC 100133 161 ; QRICH2; RWDD4; MTHFD2L; GLB 1L3 : MIR3 1HG; BPNT1 ; CIAPIN1; MEDAG; TRIM68; ZNF143 ; ENOSF 1: RBM19; CUTC; GDF11; GNAO1; ISOC1; NOTCH3; REEP2; SERTAD1: SFMBT1; C15orf39; RNF144B; SH3RF1; C3orfl8; MRM1; NEK9; PIK3R6: SRD5A1; TIAMl; ZSCAN29; ZNF12; DNAJB12; LOXLl; PPL; NSGl; SPR: ALG 14; RFTN2; THEMIS ; ZFP64; IL 17REL; NF 1P2; OPN 1MW: SLC16A12; PTER; ZNF30; TTLL10; TMCO4; FES; DCAKD; CSRP2: ENOX2; HIST4H4; CLASP1; SLAIN1; ZNF689; SAYSD1; DCST1; GPR125: BMP7; BVES; CLCN5; DNAJC18; FAM1 14A1 ; ZNF570; FLYWCH1 : TRIM6; ASB7; FOXNl; KHDPvBS2; CCDC18; DNMT3A; HELLS; NLGN2: PRDM2; STK19; CXorf57; KANK4; SAMD12; SNX32; ZBTB37; LOC100288778; CHRNA5; ZNF567; CIDECP; ANGPTL6; MERTK; CELF1: CLTA; GHR; RFX2; DKFZP434K028; ZNF503; BAIAP2L2; LILRA5; INS: LGI4; ZDHHC17; NLE1; LOC100294145; LINC00684; LOC653712: LOC91948; PKIG; RNF19A; TMEM179B; ATP2B2; IL15RA; SUN2; SF3B4: ALKBH3; ALG2; AMT; E2F8; FARSB; KIAA1715; HS3ST6; KIAA1984- AS1; MSH3; ZSCAN20; ZFP82; LRRC14; LOC220729; RIOK2; CHST5: EMP2; PDP2; RDHlO; FAM111B; C20orfl97; CPT2; MGC39372; USP45: HYAL3; BLM; CENPQ; THUMPD3; ASPH; LOC338799; SMG7-AS1: ABCA2; C4orf33; EXOC3L1; FKBP2; GABRAl; PDZD3; SPATA20; AA06: LOXHD1; CNNM2; PRKAB2; OSBPL6; CYB561; PROM2; PSD; C16orf 2: INPP1; ADHFE1; ZW10; CALML6; SLC34A3; GPR161; CADPS2; WDR6: GDPD5; GDPGP1; GEMIN5; PHRF1; SH3PXD2B; CLMP; LYRM5; COG2: A4GALT; ARNTL2; IBTK; MED23; FEM1C; PECR; TRMT10C; PLK4: XRCC3; ZFAT; MTL5; EVC; ALOX15; KRTAP1-3; C15orf41; CCDC141: SULF2; PGBD2; SPRR1B; XYLT1; MPDU1; RNF139; TMEM135; LFNG: ACADSB; DGKB; NACAD; SCARB2; SCN11A; STMN1; CYTH3: FAM120C; EMC2; WBSCR27; PDE6G; TOR1B; AP4E1; CBWD6; CHIC2; GABPB1; ZNF470; GNPTAB; ZNF624; ADAM23; C3AR1; LTBP3; MCTP2: TSPAN4; ZMYM5; DHTKD1; LTN1; MUT; PRKCE; BMS1P4; RP9P: BPIFB3; GOLGA8S; SNORA14A; NBR2; AVL9; FAM86C1; ID3: CD300LF; PRDM8; ULBP2; PCED1A; PLEKHG5; PYHIN1; ZNF827: PEX16; C18orf32; MGC23284; PER2; TIMD4; C15orf38; DSTYK; PAIP2B; SURF1; ADAM 17; ITGAE; PTK7; GABRD; ZNF20; FCHSD1; SLFN13: ALS2CR11; TMEM175; EPB41L4A; RIC8B; DHCR7; LRRC37B; AWAT2: C8orf73; CDC42BPA; CDH11; GUSBP1; PPAP2A; SLC27A1; STAP2: TSPAN8; ZNF846; LOC100506776; CENPL; ATF3; ZC4H2; ALPK1: CLEC2L; CP; RBPMS; G6PC3; PANK4; IGF2R; TADA1; DGAT2; SLC6A9: FAH; DESI2; INTS2; DLL3; HSD11B2; SLC38A5; CCDC113: CEACAM22P; STAR; HRASLS2; FAM118A; MAP3K9; CLSTN1; NR1I3: PYY2; LOC493754; HYOU1; FLJ39051; CARD6; TNNC1; DYRK1B: FAM3C; MAPKBP1; LINC00617; EML3; ARL11; MYEF2; PHKA2: FBXO17; LOC81691; TCEANC2; UVSSA; ITPKC; MBLAC2; NAT8L: C10orf2; HOXA5; BEST2; POR; PAK6; PLXDC1; ZNF417; H1FOO: ITGAX; LOC100506241; PDRG1; ZNF324B; ZNF534; ALDH18A1; ATP10D; LOC100506835; MED28; KIF21A; FSIP2; FAS; FLJ45445; PON2: SGOL1; ZNRF1; POM121L8P; NSUN5P1; AP1S3; TTLL9; ZFP92; HRAS: JMJD4; GFER; MYO1B; NPC1; PIK3C2A; ART4; CLYBL; POLR3F: XRRAl; ZNF449; LOC100505738; MSANTD4; TLLl; FLYWCH2; TRIM46: C1QTNF9; FAM53A; GALNT12; FGF2; CASC5; IMMPIL; ZNF483; PIR: RLN1; BTF3L4; SLC38A1; PARD6A; PRR18; OR5W2; CARD9; DOM3Z: OTOP3; PPP1R32; SYT8; NBPF14; FLJ36000; GOLGA2P5; LOC340508: MKL2; PLEKHA8P1; SMG8; ZNF137P; SCML4; ZBTB24; FAM159A RSPH1 ; BMX; ATP8B4; DPY19L 1P 1 ; TMEM206; ADNP2; LIPT2 HAVCR2; PLA2G7; SOX4; LINC00085; FAM129C; AGSK1; CCBE1; FAM227A; SRGAP 1 ; ZNF329; ZNF621 ; MAPKAPK5-AS 1 ; DHX58 HBEGF; TP53INP2; RCBTB2; TMEM8B; KRTAP9-4; PPMEl; C2orf69 HKR1; HEATR3; HSF5; ZNF354A; OCEL1; CDCA2; MMP19; NOS 1AP GGH; LINC00521; EEA1; ZNF18; MARK1; FCGR2B; TMF1; ASXL1 DACT1; FAM115A; GPANK1; NLRP1; RNF185; TRPV2; MUC12; OR51B6 SPRY3; ZBTB45; FZR1; CSTF1; LOXL3; HMGCS 1; ILVBL; ABLIM2 TP53INP1; KLRC1; CDH6; LOC100129924; MOGAT3; PRDM15; GPR116 GMNN; HESX1 ; SETDB 1 ; SIRT3 ; EMX2; PEX26; PPIC; ZNF804A; DFNA5; ANKS3; LMBRD1; DPY19L4; ELMOD1; RGPD4; TMEM130 GPATCH3; NEFH; ELL; SPON2; ZNF232; ZNF837; MVD; LOC100506085 CFI; LRIG3; CBY1; ALPPL2; ENKD1; HES3; MSLN; ZBP1; ZNF83; OLR1 ANKRD29; CCL24; FAM92A1; HAGHL; POLDl; LRFN2; TOX2; ZNF560 ZFYVE28; STARD8; C9orf85; FAM82A1; ZNF346; FCGR1C; MED27 PTGS2; SIPA1L3; B3GAT3; FKBPIAPI; ZNF79; SIKl; GGTAIP; OXSM PPP1R16A; TMEM52; ETNK2; LACTB2; IL27RA; LINC00094; CASD1 B4GALT2; DEGS 1 ; NUP210L; PTGR2; CCDC75; MOCS 1 ; RGS9BP EARS2; PLXNA4; PEX11B; HIC2; KCNN4; CHAF1B; LOC389906; CTNS CD53; C5orf64; CHST6; FOXRED2; GJC1; ZNF69; ZNF568; TADA2A BID; NSUN6; GATSL3; KRTAP9-9; KCNQ3; AZI1; TMEM161B; CUEDC2 GADD45G; LOC 100132707; MOB3B; POC1A; SPARCL1; SSX4; AFMID AKAP3; ART3 ; SLC38A9; HLA-F-AS 1; MYH3; DTWD 1; TMEM248 PI4K2A; CEP 164; UEVLD; XIST; C 12orf42; C9orfl39; ACSBG2 ANKRD13B; ENO3; LOC 100130872; DUSP19; CDC7; GAS2L3; PLOD3 SLC25A21; C12orf49; CRADD; TRIM2; PLGRKT; FAM228B; FLT4 GPRC5B; RAPGEF3; GBA; GPR97; INHBA; WLS; B3GNT5; ENTPD7; TCN1; BACH2; DBP; VPS9D1; ZNF565; TSEN15; TSPY1; COQ3; IFT74 THPO; ZNF383 ; ZNF501 ; CTBS; BCKDHB; CTSO; LOC 100527964 NOC3L; RCN2; YAE1D1; ACRBP; ATP1A2; DBT; PLEKHA5; SLC35F1 IGFl; NFIX; TGM7; PTP4A3; STAMBPLl; SELIL; ClQTNFl; CERCAM FAM131A; SULF1; CXCL2; FGG; KAT6B; SOCS2-AS 1; TGIF2; GBGT1 LY6G6D; PARM1; LINC00667; WDFY4; HOTTIP; OGFOD3; ANKRD27 C14orf93; PSMD5; C8orf82; PLEKHM1P; ELMOD3; FKBP11; OSTM1 GJA10; ZNF99; PRSS57; GPR113; RSPH3; FN3KRP; MRPL27; CENPV C7orf49; FAM124A; ANAPC4; POM121L 1P; PHF15; SUGP2; TMC5 ADCK2; APOPT1; CSNK1A1L; FAM35A; FLJ13197; INTS4L2; TMEM251 DHRS 1 1 ; SERTM 1 ; CCNF; TMEM26; MAMDC4; ATR; CRAMP 1L FAM183B; HILS 1; LOC100506274; WDR19; CD300LG; LIN52; RBBP5 TMEM27; DTNA; NR4A3; PIGV; ZNF773 ; EDAR; RBM45; SMUG1 TNFRSF21; LURAP1; DPP3; ACPP; Cl lorf84; COPS5; TAZ; BRF2; CHKB GBP IP 1; MSC; PLEKHD1; SPRED3; GABRR2; ABHD8; GCFC1; NANP RHBDF2; ZNF382; DIAPH3; CYB5D1; ABHD3; LHFPL2; APOA4; BAI2 PPRC1; GPR34; SERPINA4; UBXNlO; LRAT; VIPR1; ABHD10; CACNB3 KIF27; IL 18RAP; HMGXB3 ; PEMT; FAM26D; C3orf62; MAP2K6 RUNDC3A; TSGA10; EDARADD; LOC643623 ; LRRN4CL; OTUD3 SIRPB2; SV2B; ZNF76; DSC2; GAN; ZSCAN5A; ABCD4; CACNA2D3 PI4KAP1; TRIM56; RHOV; WDR35; SLX4; SH3RF3; SKIDAl; DPP7 FAM84B; LAG3; HYAL1; KREMEN1; NMNAT3; PHF13; POLE; TNC ZNF280C; BYSL; CEACAM21 ; FAM109B; FAM211A; IPW; ZNF319 KIAA1609; SOX15; CREM; FUCA1; ZNF498; TDP1; YRDC; SULT1A1 CCDC30; TMEM47; LOC100131094; LOC284661; CABIN1; FAM174B WDR24; SUOX; CATSPER2P 1 ; NECAB2; CPNE5; MMAB; FOLR2 DYNC2LI 1 ; HMGCR; ADAMTS4; CASP8; JPX; MRP63 ; MXRA7 SLC30A6; GPR126; TSFM; SLC4A4; AP4B1; RHOT2; DNAH1; ZNF436 TMEM241 ; MGMT; THAP3 ; IGFBP3 ; COLEC 12; NISCH; FCGBP METTL23; KRT6A; WDR93; NOL8; CSRNPl; SLC25A22; SPSB2; GCFC2 EPB41L5; LTA; AGPHD1; EIF1AD; FAM35B2; NKTR; PRPF4; TIRAP POLN; TAPT1; ARMC5; CADM1; FTCD; LINC00113; RAD54L2; SSX4B TEK; AMIGO2; PORCN; STXBP4; Cl lorf24; VPS 18; MYLK4; KDM4D LOC220906; TNRC18; ZNF699; ATP6AP1L; EMC6; LAMB2; TELO2 MAEL; GPR153; PELI3; PRKAG2; SMCR7L; SYVN1; TCP10L2; C19orf69 GGACT; SCNN1A; ZNF418; SYNPO2L; CXCL12; POMGNT1; SNPH; TMEM 1 1 ; GOLPH3L; KLHL35 ; PMS2CL; PRG3 ; TAF6L; HEXB PKNOX2; PPP1R9A; ZNF408; NRG3; SELPLG; GATM; PRPF18; NUP37 ARMC6; B3GNT2; Cl lorf70; CEP 19; ZHX3; ITGB7; LMTK2; PHTF1 CAPS2; FAM219A; SPA 17; JAG 1 ; CLEC9A; FAM 107B ; KIF5C MRPL45P2; COL6A2; MAP3K7; PRADC1; APBA1; C3orfl7; FAM124B MST 1R; PMP22; URB 1 ; C 16orf86; FCHO 1 ; CALCOCO2; GPR180 TMEM68; DOC2B; PLAGL1; RPAP2; ADPRHL1; APOC1P1; FAM190A HSD17B7; MOSPD3; PLA2G4B; AGAP2; DNAJB2; ACTL6A; ANAPC2 TAF4; ARHGAP42; UBLCP1; G2E3; KALI; MLLT3; SLC16A6; FHOD3 SHPK; STON1 ; UAP 1L1; WDR45; ZBTB25; UNC45B; MYLK; LUM MTERFD1; POLR3A; SOBP; ORMDL1; C12orf4; FAM90A1; FLJ31662 GAL3 ST 1 ; KIAA 1 109; LINC00235 ; LOC 100507032; LOC401 177 LOC440288; SENP8; STX12; TBP; TXNDC9; ZNF511; NR2F1; TMPRSS9 TTC24; SYCP2L; HSD 17B8; PYGM; WFDC12; CD80; PSD3 ; RPP40 GUCA2B; SYT15; TBC1D30; UBE2I; CACNB4; CCNL2; HSF2; ITGB8 SGPL1; FMO2; CHTF18; IQCF1; TCN2; GRM6; LCE3D; LOC728558 PACS2 ; ARHGAP44; C7orf3 1 ; WDTC 1 ; ZNF295 ; LOC38964 1 LOC100505549; KIF24; KNG1; CABP7; SLC8A3; FHOD1; FAM188B ITPR3; PLD6; SLIT1; FBXO32; FLJ25328; MAP3K14; C10orf57; RUSC1 POTEF; ACSF2; ASB5; COQ6; GLS2; TRADD; TRIT1; ZKSCAN5; LRFN3 SMAD6; SCUBE3; TMEM150C; ZNF613 ; ZSCAN18; ST6GALNAC2 NARFL; C6orf225; TCP11; TRPC2; F2RL3; TMEM156; KRT12; TOP1P1 AQP3; CDCA3; SCYL3; COL19A1; TMEM201; FAAH2; AVPI1; AP1S1 CLMN; CRY1; GNAT1; SLC27A3; ZNF711; ANKRD49; NAPB; FAM212A EFHA2; AKR1CL1; ENDOG; TANC2; MTMR9LP; PARPBP; HSPG2 ZNF446; INPP5F; CLEC4D; ZNF629; SLMOl; LINC00299; TMEM30A CYP27A1; GRAMD1B; OLFM4; CCL22; KLB; MIRLET7BHG; ZNF627 OXA1L; CPED1; MBD3; LOC254128; SLC25A17; ZMYND12; CDH23 MPP5; TMEM91; TCF15; PICKl; RPL14; Clorfl06; DKKL1; FOLR4 LOC100507003; ABCC6P1; CTAGE10P; ZNF350; CPXM1; MFAP5 N4BP2L2; PIN4; ZC3H3; COMMD5; HA AO; SPIN2B; KBTBD3; KCNH3 MGC16121; OVOL1; PPM1H; GPATCH8; FAM40B; LRRC2; SIGMAR1 PER3; RAB15; ZNF484; MKKS; MAGEA2; NFATC1; TRNP1; ELK1 CD320; DGCR6; SLC2A11; EMID2; ATAD3A; LATS2; LOC100506054 PTPN14; SMPD3; SOX18; ZNF180; ZNF529; BSTl; ABCA5; C17orf80 GALNT3; PI3; ZNF562; CMYA5; RNF217; TNFRSF19; TNFRSF9 SPATA2; CCDC24; FGFR4; LOC613038; CDHR5; KIAA0753; MYO1D SLC3A1; CTGF; INTS1; PTDSS2; TMEM45A; CAMTA1; FPR2 LOC285972; LOC440970; TMEM136; C5orf30; LOC100506746; TNFSF13 BTBD3; RRP9; SLC16A9; SLC22A13; ACACA; DOCK9; PROX1; EML6 FIZ1; MAP3K12; EDC3; CYTL1; PITRM1; HEMK1; HIF3A; LOC257358 SARM1; ARHGAP19; PYCR1; KCNMB1; GEN1; ACBD7; CBX8; ITFG3 NDUFB6; TMEM216; TSSCl; GFM2; GSTZl; THADA; LADl; WDR54 BAHCC1; INPP5J; TMEM233; LOC 100288637; EIF2AK3; MAGI1; NEIL1 ROM1; WWC1; ATP6V0E2; SLC22A4; CDAN1; LYZL4; LRIG2 TMEM205; SLC16A8; LOC550112; ELOVL3; HOXD10; BBS1; BRF1 PKM; SERHL2; LIMD1-AS1; ARL13B; HOXB4; BMPER; C1QTNF6 FBXL13; GPLD1; SNX19; TRMT2B; TNRC6A; AKD1; PPP1R13B; TNIP3 GBA3; RAPH1; TTLL1; PFDN6; WDR88; MCM2; ZNF300; AGER KLHL21; CDC42EP2; POGLUT1; CDADC1; POLR1C; ATP13A4; PATL2 LOC100505875; ZNF134; HSPA12A; C3P1; F8; FAM134B; GATA6; PXN- AS1; RAPGEF4; STK11IP; HIAT1; PKD1; HPN; BRD8; LPHN2; CEACAM3; SLC7A11; CTSL1P2; PCBD2; TNFSF8; FKBP10; IL23R OSR1; ARHGEF35; PLD2; PTPN13; SMARCAL1; Cllorf63; D2HGDH; ZNF783; FLJ46906; CEP97; AVPR2; FAIM; LOC 100128054; HSD17B7P2 CCL18; DHRS7; FAM182A; LOC100505583; LOC151009; NONO; SNX10 TM4SF19; TTC17; WDR37; ZNF600; CRYM; EMX2OS; IMP3; ZADH2 LOC643733; ARSI; C17orf53; FARP2; LOC284798; STAC3; UGT8 DOCK7; LOC92249; CRTAM; FAM13C; NPHP3; ALOXE3; CDC45 KIAA1731; POU2F3; CCDC14; GTDC2; PID1; RSPH10B; NUDT18 CHRM1; HDAC8; FAM3A; PI16; FAM171A1; NDFIP2; LOC149134 SGK196; SMOC2; DNAAF2; PHGDH; KLC2; RANGAP1; CAPN5; SGSM2 MLEC; USP38; FCGR2C; C19orf80; FOXQ1; RNF216P1; TTF2; C6orfl08 ASPHD1; KLHL8; LOC285540; NR0B2; DCUN1D4; HAUS3; ARL5B CD1D; FOXI2; PDAP1; SSH3; ANKRD35; ANKRD5; ENPP4; ZC3H12B AHI1; FOXF1; LOC728190; LINC00114; LOC645212; MORC4; RUSC2; ARFGAP2; ING1; LGALS9B; PROC; TRHDE; ZXDC; TMEM43; FCHSD2; RNF215; ALKBH2; RARRES2; CA8; CRB1; APOBEC3B; NR4A1; PARD6G; EPHX1; LOC100506714; APCS; PGAP2; GPD1L; LSG1 CEACAM4; LINC00514; RAB36; DNAJC2; MEIS2; KCND1; CEP 112; PLTP; RGPD8; STARD13; LOC100507173; ZDHHC11; ZNF193; LRRIQ3 LOC339666; ALDH1B1; TMEM55B; Clorfll6; CRYAB; ACSM2A; F7; TAS2R10; SLC35B3; ULK4; SLC20A2; AKAP6; NQO1; AEBP1; GALT; NPAS4; PLEKHA6; RASGRF2; ORM2; LINC00226; BATF2; BOK; BTD; CIS; GALNT11; CEP152; ELP4; FIGNL1; LIN7B; STXBP6; RBAK; MCOLN2; MRPS25; ZNF821; CCDC169; KCTD1; RAD51AP1; ZNF345; YAF2; RORC; ABCG4; HSD17B3; ZNF239; PINLYP; GIMAP1; COL15A1; ZBTB7C; PRLR; ST6GALNAC3; FAM167B; DNAJC24; FLJ43681; LOC284950; PPIEL; SLFNL1-AS1; TCAM1P; TMEM171; ANKRD17; ITPRIP; ARMCX6; FAM84A; IQCK; LPIN1; MPND; SDF2L1; AP1M2; SNTG2; IL15; NEURL4; SMPD2; NYNRIN; RBP5; CA6; RNF32; ARL5C; CHAC1; TXNRD3NB; VSIG10; HEXDC; HPVC1; SETD4; FAM26E; MYO7A; STOX2; GABRE; NAGPA; PTS; ZNF75D; DNAAF3; SV2A; NUDT7; PTPRF; METTL4; OGN; POT1; SERPINA5; IGLON5; SMYD1; DOCK4; STARD4; C4B; RELN; SCN5A; BMP4; LYPD3; ORC5; JAM2; NOMO2; CD93; SLC4A7; CUL9; TMEM63C; ZNF643; METTL22; TDRD7; AMHR2; LAMC2; FNTB; ACSL5; IL3; PAQR4; PAXIP1; SCN2B; NDUFAFl; USHBPl; ITGA2; KRTCAP3; P2RY14; COMMD7; FBXO27; LOC284865; PLAC2; ZFP30; MANEA; ATP6V0B; TAF9; USP49; B4GALT6; LOC339535; RAD54B; RAPGEF2; RPUSD2; LRP2BP; ZMYND19; ZNF767; TRIM66; CCDC48; ARHGAP20; RRP7B; ZNF473; HMGA2; ACSM3; C4orfl9; STX17; BBS7; ATP2B3; TRIM47; UTP20; HLA-L; TRDMT1; TMEM237; CNPY2; TARBP2; HARBI1; LOC100506688; EBI3; F2RL1; GMDS; MARVELD1; PLEC; RRNAD1; TULP4; CCL13; GPA33; IL10; ICOSLG; LCN12; ZNF212; Clorf74; EPHB1; PCDH17; PUS7; WRAP73; FAM138D; ZNF775; PTAFR; ZNF419 SLC45A3; LRP1; ZNF703; ZNF764; ACAP3; TMEM2; RSPH9; ADAMTS13; FAM22D; HCN2; HDGFL1; KIAA1033; LOC 100132111; LOC284751; MUC5B; SLC7A11-AS1; LARP4B; SLC9A6; APOD; TTC22; PTPRB; SH3GLB1; ABCA1; MORN3; ADIPOQ; DSG2; LOC100129138; MAP7D3; TRPM6; PTAR1; LOC645513; HELQ; CELSR1; PMCHL1; FANCB; KRT39; LOC 100133331; RWDD2A; TCTEXIDI; CNTFR; FAAH MNS1; LOC729970; NOMO1; CTDP1; STK35; CCDC17; FAM82A2; FRMD3; PDZD4; POFUT2; SYT3; TBC1D19; TTLL4; C2orf44; ARL4A; TSHZ2; TTC12; CCDC11; C16orf59; DOHH; NUMBL; CELSR2; TLR8; EPS 8; LOC283683; HOXB6; GNAS; BCAP31; COL6A6; ATXN7L1; RPS14; CRISP3; LY75; ACYP1; FAN1; TMEM110; SCOl; TTI2; PRSS30P; ZNF561; CLEC4G; NNMT; HEY1; HCG18; FAM161B; METTL14; CDC42EP4; ZNF674; BBS9; BNIP1; FAM24B; OLFML2B; ZNF226 KRT83; POU6F1; IL11; SAMD8; CCDC149; HAUS7; ZNF530; ABCC5 CP A3; CKMT1A; FUT9; MYO18B; PTCD1; TBX22; WASH7P; PQLC1 SDC3; C21orf67; CMTM8; FAM41AY2; LINC00520; TMEM89; ADAM21 CD300LD; LOC100133985; REG4; TROAP; RNF121; FCRL2 LOC100506668; MIR155HG; MORNl; EP400; CAMK2N1; FBP1; GINS 3 AMPDl; GALK2; INSIG2; MORN2; SPPL2B; LEPREl; LRRC42; LPAL2 ERCC6; ESCOl; LINC00605; KCNC4; C2orfl8; LOC100131096; C10orf88 EPM2A; C14orfl01; TSTD2; LGALS3BP; AKR1C1; POLK; CD200R1 GLCE; MORF4L1; GPR83; TSC22D1-AS1; HDDC3; SULT1C2; CHRNA7 GOLGA6L5; NOMO3; TICRR; MTBP; EFNA1; MTERF; NOG; TLR10 TUBA3FP; WDR11-AS1; PLXNB2; NUDT16L1; MYL2; CENPH; RPSA B3GNT3; C6orfl47; SNRNP35; COX14; FARS2; CCDC102A; PTPRN2; DKK3; TNFRSF10A; WRAP53; LOC647859; ZNF518B; PMFBP1; ISM1 GPR137C; HTRA1; ASB16; ANKRD23; C22orf46; CBX1; CCDC137 CELSR3; FAM200A; FAM66D; PIGG; TRMT61A; TACR3; HSBP1L1 EP400NL; NAT6; CCT6B; MOCS2; HAO1; SLC37A2; FAM27A; KCTD7 UMODL1; LOC100499405; LINC00494; CHPF2; LRRC71; NOL3; DIRC3 HEATR6; GSTA4; SYNGAP1; CYGB; DUSP14; LMF1; PDE4DIP RAD51D; NDUFAF5; ADAMTS1; B9D2; C12orf52; MAMSTR; CYR61 ALPI; KCNH8; RNF113B; ZFPM2; ZNF341; DREW; EPN1; WNK1; FABP3 ZFYVE27; DLGAPl-ASl; PLAGl; CDIE; GINl; CLEC17A; AIPLl; AXL FAT3; LOC338739; LRRC3; TNNI1; CFH; BTBD8; SPAG1; IL20RB L3MBTL1; DUS4L; SIRPB1; ATAD3B; FAM149A; ZNF597; NLRC4 DCUN1D3; EXTL1; C3orf67; ST8SIA1; KL; RFC5; AOX1; EREG; ST14 TEF; BGLAP; LINC00668; OR2L13; AMDHD2; HABP2; GPR157; GSE1 LOC284412; PCYOX1; AKNAD1; LOC595101; ORM1; WDR38; GARNL3 NTHLl; BCL7A; DACH2; EFR3B; GUSBP4; KIAA0895L; POC5; RNF152 TMEM220; GNB3; MICA; SASS6; TRAIP; TSHZ1; FMOD; KIF2A MS4A8B; SPATA31A4; ZNF287; KIAA1524; KIF14; GABRR3 LINC00207; GEMIN7; ZSCAN10; EPHX3; FSD1L; GJB7; KRTAP20-4 LINC00486; LOC100507584; LOC440896; MTRF1; MUC21; NR1I2 PRSS46; RIMBP3; TCEAL1; ERN1; FLJ27352; IL5; TYW1; ZNF259 AKR7A3; FITM2; SPINK4; MED26; MIF4GD; TBL2; CBR1; KIR2DL3 RINL; PNPLA8; SGIP1; GPN2; RAD52; TRPV1; DNAJC17; KDELC2 MON1A; LRRC69; NOP9; LPPR2; TH; P2RY11; DAND5; BCKDHA TMEM17; CADM2; CHRDL1; IGSF9B; PDE9A; IFFO1; CXorf40B KNDCl; HOXDl; CA5BP1; RHBDLl; SLC12A4; ABCBl; ANKRD13D C17orf72; GPR124; IL34; FLJ39639; CDK18; LRRC43; NDRG4; CORO6; PLEK2; PDIK1L; CPNE4; GRAMD3; DYNC1H1; TXNDC15; POLG2 ZNF615; TENM1; SLC9B1; FZD4; TTLL3; ITPR1; ENTPD2; GPR128 Clorfl22; GANAB; HES5; SKIV2L; ASRGL1; CBX2; CYP2C9; EEFSEC KLHDC8A; FANCM; SLFN12L; TPTE2P6; CMC4; TGIF2LX; NCDN; RIPK3; CLHC1; MAPRE2; CXADR; SMIM4; CCBL1; LINC00662; EIF2B3: KIAA0319; RPL3L; SOSTDC 1; CCDC74B-AS 1; LOC284276; PARK2: RNF222; CSHL1; FAM47A; RSPH10B2; SAMD11; PTGDR2; FERMT1: KGFLP2; KRT86; Clorf64; TMPRSS 13; THSD7A; ZNF433; CBLB; KRBA2: DHX16; SFXN2; PFKM; MAMDC2; CGB8; CCDC171; LOC100129858: TBC1D4; SDC2; SLC5A5; PCMT1; PHLDB 1; SP3; ZNF812; ABCC2: CXorf65; GUCY1B2; NR2C1; USPL1; ZNF225; SLC16A14; SLC26A6: PACRGL; VPRBP; ETV3; NMNAT2; RBM28; ZNF862; ZSWIM4; TFPI2: HEATR4; PUS3; PLEKHG7; ERVK13-1; ZNF582; PFN2; EXOG; CNGA2: DMWD; FILIP1; GH2; LOC728613; ZNF546; SLC25A18; CREB3; IQSEC3: MUL 1 ; TRMT5; ZNF770; THNSL2; ACTG2; RRH; CD6; TMEM97: TNFRSF13C; VENTX; CDKL3; KIF1A; DET1; AGXT; FGF1; LOC645638: SHANK 1; CXorf40A; ATP1 1A; ANKS4B; C l lorf92; DKFZP434L187; DUXA; IL16; KIAA1875; LOC100268168; LOC100287792; PAPLN; PIGR: SYPL2; CNTNAP3B; C6orf57; CETN3 ; PIF 1 ; MEX3B; LOC 158572: QSOX1; TNFRSF10D; EOGT; ALG11; PAPSS2; METTL17; ACOT2; DTX2: CLSTN3; GALNTL4; GCHFR; CROCC; ANXA9; CDH7; CPN2; FAM64A: GUCA1B; PSG10P; FAM138B; SIGLEC6; THSD7B; CDKL4; SLC16A5: SLC2A6; EXOC3L2; BBS5; GPR85; RAB3C; SLC41A2; YTHDC2; THSD1: CALB2; ACVR2A; SLC6A4; HOXA2; PREX2; CACNA1G-AS 1; PRDX1: SH3RF2; SLC35E4; KIF23 ; SFTPA 1 ; MAPK1 1 ; SGMS2; PIH 1D 1 : ARHGEFIO; C3; DPT; PMCHL2; COL9A3; MYLPF; C6orfl32; ZNF665: FAM19A2; LOC100506178; PVRIG; ACTA1; IRF6; ASGR2; ATP2B 1: GNN; MFSD8; MEGFIO; PI15; C10orf25; KIAA1456; LOC283299; OSMR: SLC25A34; SRD5A3; TUFT1; FXYD7; SOCS4; SFI1; SPANXN2; RPTN TNR; TMEM99; PRSS27; GAA; CTU2; QDPR; ZNF774; CD274; METTL20: PDCL3; SNORA59A; BEAN1; C5orf42; TMEM143; SLC38A4; BEST3: CDK20; CXorf51A; CKMT2; RUFY4; C19orf60; B4GALNT 1; DDR1 : ABCA7; ZNF608; A4GNT; AR; LOC 100289473; TEFM; SCN9A; ZBTB49: ZNF513; PVR; SH3GL3; CRABP1; BBIP1; LOC100505839; NBPF1; NAGS: SEMA5A; SLC25A15 ; LOC284385; C8orf86; TSPAN 12; MPV17L2: CKMT1B; HNF4G; MCEE; LOC 100505687; LY9; MSR1; RND3; SEMA6B: ZNF 132; B3GALT5; BCAR4; CD209; CXCR7; DIRAS3 ; FAM1 15C: FAM131B; FAM41C; GXYLT2; HMGN3; KRT72; LOC100506422; NBL1: NPSR1-AS 1; PCDHA5; PLG; RAD51B; S 100A2; SPDYE8P; TTC18; BNIPL; CHEK2; C9orfl71; MRPL35; SAMD5; SPATA24; SYDE1; LOC100505776: SBSPON; ALG6; KCNH2; CNPY4; BRPF1; FAM211B; ZNF558; FRRS 1: IAPP; DLG2; POMT2; MDFI; OLFML3; PEX12; SNAI2; DOCK3; AMH: FHIT; OR2T34; PDCD 1 ; COQ 10A; NDC80; ZNF268; ANKRD 18A: BLOC1S3; MAATS 1 ; NCR3; PDZK1; RNF 180; LOC338758; LRCH1 : GNB 1L; YIPF2; LOC 100132987; GPR68; ABCD2; MAL2; RPL39L: MRPL34; DEPDC4; GLIPR1L2; UFM1; LRRC46; DTX1; CPNE1; TMEM79: TYSND 1; TARBP1; SCRIB; BFSP1; IL18BP; VMO 1; CPSF3; NLRP3: ANKS6; TPvMU; HMMR; EFCAB11; PGA4; C6orfll8; C9orf43; TDGF1; FAM83G; ARL10; C4orf48; KIAA1804; NBEA; SNORA19; CPD; PRDM10; ZNF682; ZSCAN23; SMARCA1; COA6; FAM110C; LOC283194; LOC391322; PRPH2; PVT1; SSTR5-AS1; TBC1D29; TBC1D3G; USP44; HEY2; LOC100240735; GYS2; AASS; CBWD3; FUT2; KCNK7; OCM; PRR7-AS1; ZNF250; DUOXA2; CHST10; LRRC23; NBPF15; AMBP; LOC100506060; PPP2R2D; ANKRD34A; ARNT2; BPHL; CLCN1; CLEClOA; DDX11; LEPREL1; LRRTM2; SFRP2; WDR3; MSTO2P; NR4A2; ZBTBIO; TIMP4; XKR3; LZTS2; MAGEB3; NEK10; TMEM174; GRHL1; TMEM163; IGFBP7; C19orf77; ZNF610; WDR72; SH3BP2; CCDC77; TECPR1; INHBA-AS1; HOXA7; MAGEA6; ZNF222; KIAA1468; LOC730102; MYO5B; PPP1R26; UPB1; RNF123; GRIN2D; ZSCAN2; C6orfl63; C6orfl64; CLN5; RAB40C; AQP12B; CACNA1D; CGREF1; CRLF1; LOC283688; LAYN; NUDT11; LOX; PDZD2; TRMT10A; PCDH12; TMEM5; ETAA1; TMIE; CHST1; LOXL2; FLAD1; FUOM; CCL15; PIGA; PIWIL4; NUDT16P1; ZNF74; C2orfl5; TACR1; ADAMTS5; PSMD6-AS2; TMEM50B; SLC41A1; CDKN2B; LOC100505495; GLDN; Clorf210; CHRND; IGSF23; IL21R; BHMT2; GPX8; KIAA0087; LINC00311; PEX2; TGDS; NOTUM; PRODH; HSD17B14; ARL14EPL; ZRANB2; FLT1; NEK3; ALMS1P; CYP2U1; CCR2; HOXD8; ZNF517; CNTROB; RNF165; COL10A1; C15orf48; HCN3; LOC729506; TRMT11; LAMA5; DLL4 LRSAM1; HERC2P7; NPFF; ARHGAP12; IL31RA; DNAJC12; EPX; LOC642852; PWWP2B; RPL23AP53; TEN1; NAALADL2; PHC2; DUSP4; TMEM86A; TMEM132C; NAIP; ENTPD6; SLC2A4; TMEM53; ZNF717; NPHP1; LOC 146481; B3GALNT1; DCAF6; GALNT14; WDHD1; FGF11; FGF23; UGT1A9; CLIP2; MFSD10; PCSK5; CLCF1; GPR12; COL14A1 HKDC1; RBM15; SCML1; ACOT1; SELO; ERI2; CNKSR3; Clorfl05; TMPPE; SZT2; CFB; TRIM35; HERC2P3; RHO; SGCE; MRAP2; CCL8; ATXN7; KCNJ2; SPTSSB; FBXL19; TOMM20L; ABCB5; CBWD5; CHURC1; FAM205A; LOC400958; PPEF2; ZNF454; ZNF799; FANCE; RPAP1; TMSB15B; PTPLAD1; PNPLA1; LINC00293; LOC 100131726; SPATA22; TTC23; CEP290; PDZRN3; LOC646168; FLJ14186; NCR2; NUDT6; PKP3; POLR2K; TP53TG1; WARS2; HDHD3; CMKLRl; HRK; PLEKHG4B; SYNE2; SERF2; TEKT5; LINC00263; FOXG1; KDM6A SLC14A1; SPATA6; NRSN1; ARHGEF39; DPPA4; CACNB1; RERG; ZNF26; AKAPl; ZC2HC1B; SULT2A1; RGS21; RALGPSl; CYB5R4; FBXW8; LOC 154761; HBBP1; RNF212; ARHGAP28; CCDC160; FOXH1 MPZL2; TTC9B; ZNF70; ANKDD1A; PABPC1L; LOC440600; CECR7; CHMP4C; FLJ22184; SYCP1; ACOX2; TNP2; TP53I13; FOLR3; FXYD2; HAVCR1; NR1H4; CLDN1; HDC; LGR4; AKR1C2; CDC42EP5; FLJ20021; SDSL; LOC151475; SLCO1C1; FGFR2; BZRAP1-AS1; C3orf58; CCDC152; CEBPG; CHAC2; CSAD; EXTL2; FAM138C; FTHL17; GPR152; JAKMIP3; LOC100505817; LOC148709; LOC286186; LOC729444; LOC79015; LOC90499; METTL15; MT1G; PIGP; PROZ; RAB11B-AS1; RAB34; RANGRF; SLC22A14; TMEFF2; TMTC3; TRAF6; TSHZ3; VHLL; VPS37A; WDR46; ZFP90; FAM109A; DCBLD1; PIGU; PRSS21; ICAM4; SLC26A8; THY1; MSANTD2; LRRC1; C12orf70; POSTN; TRIM36; RPUSD1; CHST9; IPP; OTUB2; PCDHB18; RAB25; SOHLH2; SYT17; RDH5; LOC100507156; PRRG4; ZNF696; TCF7; TTTY15; SNCAIP; ZNF644; NPHP4; SELE; MAPK7; UTP14C; PGM3; FAM160B2; DBX2; KCNA2; VENTXP7; DNAJB5; ASPHD2; C19orfl0; DKK1; GPR139; PATZ1; PLAT; ZNF512B; ALDH4A1; ZNF572; ANTXR1; EMILIN2; LOC200772; PRND; SHROOM2; FAM173B; LGR6; GHSR; MYADML2; DYTN; C16orf93; GPAM; LOC100507206; SLC4A9; AREG; SLC12A9; SYN2; C5orf38; LRP12; LAMB 1 ; LOC255167; RBFOX3; CLIC5; CPEB3; CDRT1; HS3ST3B1; FLJ31813; ZNF184; ADH1A; LOC100287879; MDGAl; KHK; LMANl; COMMD6; RHOT1; SPOCK1; PGAP1; LOC 100132077; PPIE; TASP1; UBXNll; KATNBl; LRGUK; CORO2B; PRDX4; CDC25A; SLC26A7; DES; PDE6H; SHB; STC2; VIMP; IL20RA; LOC646762; DONSON; CHIC1; TFCP2L1; RBM11; COL28A1; CUX2; PPP1R27; PRRT4; CCDC71; RPH3AL; H2AFY2; MGC57346; PGP; ZSWIM3; SMCR7; CCR1; FABP7; PLEKHS1; FAM171B; LAMA4; OSM; LOC100506305; RPS24; TGM6; TMEM119; C1R; IL23A; RTN3; TSPAN16; ROBO1; METTL13; LRRC7; FAM160A1; PPEF1; DHRS1; C2CD2; LOC 100507266; ZNF585B; LINC00340; KIR2DL1; EFCAB2; LOC100506990; LYPD6; PNPLA4; FAM122C; GAS 6; FCRL5; HSD17B6; C14orf37; GOLGA6L9; KHDC3L; SLC15A1; USP19; WFS1; C17orf97; FAM171A2; FNDC4; SYNPO2; TTC21A; SHROOM3; ZNF549; LOC100507410; ZSWIM5; LUZP2; TNMD; GLTPD2; LARGE; PCDHGB6; NUP205; ADAM28; RGN; FZD3; LOC 170425; LRRC15

Claims

The invention claimed is:

(i) A method for decision support in the evaluation of cancer in asymptomatic persons and for the evaluation of response to therapy and a method for detecting recurrence or evolution of the molecular characteristics of cancer.

(ii) The method to extract a discemable and distinct pattern for detection of cancer in asymptomatic individuals depending upon the mathematical values of gene expression obtained from purified peripheral blood mono nucleated cells by contextual correlation between single gene pairs and/or clusters. The invention further enables determination of the origin of cancer by further analysis of the gene expression pattern obtained from purified peripheral blood mono nucleated cells by contextual correlation between single gene pairs and/or clusters.

(iii) A method that can be a device such as a chip or a silicon substrate spotted with oligos for the detection and measurement of relevant genes in a blood sample with post measurement analysis.