WO2019008415A1

WO2019008415A1 - Exosome and pbmc based gene expression analysis for cancer management

Info

Publication number: WO2019008415A1
Application number: PCT/IB2017/054041
Authority: WO
Inventors: Rajan DATAR; Dadasaheb AKOLKAR; Darshana PATIL; Pooja FULMALI; Sachin APURWA; Sneha PURANIK
Original assignee: Datar Rajan
Priority date: 2017-07-05
Filing date: 2017-07-05
Publication date: 2019-01-10

Abstract

The invention is a method to use the gene expressions in purified exosomes and mono-nucleated cells from the cancer patient Õs peripheral blood and purified exosomes and 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 and exosomes 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

EXOSOME AND PBMC 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 exosomes and 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 peripheral blood purified exosomes and 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 exosomes and 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 exosomes and 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 exosomes and 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 exosomes and 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 integrated analysis of the relative gene expressions from samples of peripheral blood purified exosomes and 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 integrated analysis of the relative gene expressions from samples of peripheral blood purified exosomes and 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

(ϋ) 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 integrated analysis of the relative gene expressions from samples of peripheral blood purified exosomes and 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 exosomes and 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 integrated 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 integrated 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 integrated 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 exosomes and 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 exosomes and mono-nucleated cells. Yet another embodiment of this invention is to create a signature of gene expression from peripheral blood purified exosomes and 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 exosomes and 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 and exosomes 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 and exosomes 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 'B' Gene List (14187)

HBA2; TMSB4X; HBB; PPBP; ACTB; NRIP1; FTH1; B2M; EEF1A1 CDC27; RPLl l; REXO1L2P; RPLP2; ACTG1; RPPH1; S 100A8; FTL HSP90AB2P; RPS 16; PTMA; CCL5; TRAK2; SH3BGRL3; CORO1C; RPL4 RPS 11; RPLP1; RPS4X; PF4; RPL21; USP17L6P; C21orf7; TAGLN2 RPL18; TPT1; RPL32; RPS21; RPL10; PF4V1; RPL13A; SPARC; RPL26 RPL27; RPS6; KCNQ1OT1; F13A1; GAPDH; TMSB10; 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; CXCR2P1; LOC440173; RPS3; HLA-E; RPS2 HIST2H2BE; S 100A11; RPL19; RPL7A; HERPUD2; S 100A9; RPS20 ITM2B; UBE2D2; PTGES3; YBX1; RPL29; RPL30; FAM46C; RPL3 TSC22D1; 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; TGFB 1; 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 PDZK1IP1; BCL2L1; ZKSCAN1; TTC30A; ANO6; PRDX2; CD226 COTL1; TPM4; GNAI2; CD99; CNOT1; SSBP3; ENO1; HIST1H4C; CA2 NLK; PFDN5; CXCL5; TXNIP; GNAZ; CCND3; PRDX6; FOXPl; ANXA2 SRGN; TSC22D3; 1KB KB; 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; CORO1A; 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-DPB 1 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; S 100A4; 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; RBX1; CTSG: FAM108A1; AS3MT; SKAP2; MKRNl; HIST1H2AC; LRRFIP1; YPEL3; SUMO2; STRADB; UCP2; HIST1H2AM; KRTAP10-7; COX6B1; CDR1: OR6X1; ACTR3BP2; GP1BA; FBXO7; HNRNPA3; 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; ST 13; 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; HISTlHlD; ATP5G2; POLRMT; OXERl; BSG: OR52K2; H2AFX; HSP90AA1; KRBOX1; GABARAPL2; SQSTM1; SCYL2: PCDHB11; MX1; CDKN1A; OR4D1; AIF1; ARGFXP2; AES; STRN3: TTC1; PNISR; EPS 15; THBS 1; 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-AS 1; PPPICB; TYMS; BET3L; ADAR: FRA10AC1; ELOVL7; ELK4; JAM3; SH3GL1P2; EIF3K; SLC25A6: FLJ42627; HIST1H3F; CAPRIN1; TSSK1B; APvMCl; SUSD3; TAOK1 PDIA3P; TKT; HIST1H2AL; SIGLECl l; HSPA1A; UROD; SNORA64 OXCT2; OR10S 1; FYB; CAT; EHBP1L1; ZNF224; SOD1; LYAR; PSMC6 KRTAP 10-11; ARID3B; LOC401321; GLRA3; FGF16; IFIT1B; VAT1 SNHG4; HIST1H2BN; SRSF6; SLC4A1; LINC00244; OR4E2; SUB 1 SNORA70C; SIGLEC10; Cl lorf58; GPX4; HPS6; ARF3; ZNF782 RNASEK; VRK1; PABPC3; SBDS; HIST2H2AB; ASAP1; PGD HIST1H2BI; ZC3H13; TMCC2; NACAP1; CAPZA2; RPL8; BTF3; OR2T1 DNAJA1; ADRA2C; PTRF; IDS; GTPBP2; C20orf 4; KRTAP 12-3 LOC 100129794; PDK4; LGALSL; CNOT6L; OR2F2; C4orf34; CCDC134 DHDDS; HTR1B; SUZ12P1; SLC18A3; TMOD3; OR8B4; TMED10P1 DEK; HIGD2A; PARK7; LOC 158696; KIAA0368; UFSP1; MTMR14 PTTG1IP; MOB3C; PAIP2; HNRNPAl; RIT1; HSPA6; HIST1H2BE TMEM189; SNRPD1; KIAA1919; TMEM114; IGFBP5; LOC100288814 CDRT15; FAM100B; PITPNC1; SLC25A5; ATP7A; SSTR4; CALM1; GLE1 GPSM3; OLIG3; ELMO3; RNPEPLl; OR51L1; S 100A16; LOC727849 CAPNS 1; 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; NUCKS 1; LOC158376; OR6V1 BTG1; Clorf68; CMTM5; FOXO3; UBQLNL; UBE2J1; TAB2; ALB SNORA21; KRTAP4-9; TOP1P2; KRTAP5-3; IFNA1; GOLGA7 LOC392364; TMEFF1; PCGF5; RIOK3; MGC12916; LOC148696 LOC100506035; BEND2; FAM43B; APP; PIP4K2A; EIF3H; DAZAP2 ACTR3; TOMM40; SNORA71C; SMARCEl; PLEKHA3; WBPl; 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; C17orf82 SNORA66; LCE1B; LINC00622; STON2; TERC; LGALS 1; VAMP8 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 LYPLAL1; EWSR1; RAB37; HLA-DQA1; DNAJC3; LOC100287632 SLC35G5; WAS; UBASH3B; FTH1P3; UPK3B; MAPK1IP1L; C19orf43 C6orfl20; MAP1LC3B2; ARID4A; GNRHR2; LOC 100190940; Clorf233 ZNF736; PCNP; IER3IP1; FYN; STK4; RRS 1; LIN37; ZNF542; MIER1 GCA; CCDC85B; UBE2H; TRMT112; SUSD1; LST1; CEBPA-AS 1; CDA KLF3; DSTN; OR10G8; CCZ1B; EFCAB13; KCTD11; KRTAP10-6; 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; LOC100499194; ARF4; HNRNPAB; FUR; MALAT1; STAT1; ZFP91; PPA2; NCF2; FAM204A; LOCI 00507634; 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; KANSL1-AS 1; LASP1; RAB27A; F2R; LOC644172; EMB; SLC25A3; ETV6; PLXDC2; STYXL1; ZNF468; LOC401010; CSF3R; BRAF; UQCR11; SNORA34; CCT6P1; DCUN1D1; PIGH; TRMT12; PRR13; ZNF91; CD 151; KRTAP12-4; NOP 10; TPBGL; GPBARl; SLA2; DDX3X; IFIT1; FOXB2; SNORA63; OR10V1; LOC152217; SPZ1; SLA; CMPK2; ATP5A1; RHEB; JUNB; OR6K6; GYPB; GNG10; UBE2L6; IRF2BPL; HCST; FZD2; RAC1; MPO; R3HDM1; SAP18; KRTAP4-1; PABPC4; LOC440925; THTPA; WBSCR22; VKORC1; LAPTM4B; OR1N2; NEIL3; PPP1R9B; HMOX1; RAB5B; TMBIM1; C14orf2; 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; LOCI 50185; 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; RAB1B; FAM127B; OR5A2; USP5; GPR148; ITGB2; ADRB 1; TSEN2; LCE4A; ST13P4; UQCRQ; CALR; RPL10L; RPS4Y1; ANKRD36BP1; SRSF8; EGLN1; ZNF215; KLRB1; CDV3; SSH2; ZNF254; UBE2C; GALNT4; KRTAP4-3; GNB1; HMGN1; SNORA68; ELK3; MXD1; CPSF6; MFAP3L; PGAM1; KRTAP8-1; TMEM106C; C1QB; CENPF; LCORL; LCN2; PYGL; EIF3A; OR7G3; TUBE1; TOMM22; EPB49; C16orf70; COPE; LDHAL6B; WAC; OR6B2; FKBP8; CD36; ZNF625; UBE2O; SZRD1; GSG2; GCSHP3; CSNK1A1; NCF1; ENDOD1; DCAF13P3; SNORA71D; FAM117A; LOC100131496; HRC; MAGEH1; RXFP3; FIP1L1; CITED4; OTUD1; 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; LOC100506844; HIST1H2AB; GPR101; FIBIN; PACSIN2; POU2F2; OR51G1; PIGM; PKI55; SMARCC2; RASSF3; SRBD1; OR1L4; MSANTD3; KCTD5; TOPI; RNF26; FKBP5; CLEC14A; ZBTB8OS; VN1R4; DBNL CEP57L1; OR5C1; ZNF480; PSMA7; HIST1H2AA; 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; LRRCIOB; ERP29; LOC282997; SDAD1; G3BP1; SNORA70G; RPIA; PRPSAP2; KIF1C; KLF2; NINJ1; FBL; ARPC4; OR8J3; STX4; ERH; CHMPIB; NFE2; BABAMl; PPP1R3G; 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; C10orfl 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; PSMB10; OR10J1; OR4D9; PAK2; KRTAP9-3; FAM126B; C9orfl72; LOC143666; LDOC1; C1QBP; INADL; UBA1; CDK5R2; REPS2; WDR1; HIST1H2BO; SNRPC; KRTAP23-1; MIR490; MPL; S 1PR4; 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; KRTAPl l-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; Cl lorf31; PPA1; TK2; RAN; LOC649395: RAB32; ATP6V1B2; KRTAP4-6; NANOS2; CD69; HNRNPK; SCARNA18: LOC100287042; CXCL10; Cl lorf21; SNHG6; TWF2; LOC100130673: JAK1; NFKBIA; TSPAN5; GPR6; ADAM 15; PTBP1; SSR2; HTR1A: U2AF1; FUT8-AS 1; TFE3; GPR135; RSL24D1; RTF1; FAM104B; ANP32D: CEACAM8; JHDM1D; OR4M1; MGAT4A; INPP5A; OR13H1; TLR7: SDHD; KRTAP5-6; KLRK1; SUMO3; FZD1; HS6ST1; HIST3H2A: DIO3OS; OR13J1; OR3A1; PCDHB 12; 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; ATP1A1; PP12613; OR2H2; PYROXD1; PLEKHA2; ANXA6; SMAP2; GREB1; ZNF100; POU2AF1; ATP2B4; NFATC2; ACPL2; OR8G2; NUSAPl; NDUFB l l; RABl lB; 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: MRPS 18C; ACSL1; P2RY1; ZNF506; POLR2J3; OR10A7; NUS 1; 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; CD164; OR4F21; KRTAP19-6; KLF13; PRMT5: GCLC; KAT2B; MDH2; PIM2; SNORA71B; SLC39A9; KRTAP4-8: NDUFB4; SRRM1; LOC646903; LINC00515; NOLC1; STAT6; METTL8: LOC641515; PSMD11; CSNK2B; LUC7L3; ATF6B; SKA3; CYB561D1: SNW1; CTNNB1; SRRM2; LIPA; FAM46A; OR52W1; EVI2A; FAM106A; KAT7; PRKACB; MAS l; PARVB; MOB3A; OR4C13; RBLl; 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 lorf 6; TAS2R39; CRAT; KRTAP5-7; RPL23AP32; H2AFJ; MRPL3: OR4Q3; PDE2A; OR10A3; LOC254100; OR4D10; 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; MRPL51; 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: SELENBP1; CIDEA; C17orf59; ZNF415; SLC7A5P2; GMPR; CFP: SNORA74B; FAM114A2; NUP153; TRAM1L1; GTF2IRD2B; ZNHIT1; EIF4E; CDK14; NUDT21; PCDHGB8P; KCTD10; FNDC3B; OR8K3: KLF14; IQGAP2; FUT4; UCHL3; ARHGAP15; IRF2; KTI12; C9orfl63: FLJ40292; DPM3; TCEB3CL; MTMR10; RBM15B; OR52H1; HCK; OR2A4: HDAC1; CRTC3; DUT; SMN1; C14orfl66; 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; APBB1IP; 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; SIGLEC16: LAMB2P1; TAF10; TAF7; OR10T2; OTUD6A; ASPRV1; IFNA16; OR10H2: LATS 1; ELL2; DDB1; TMEM158; CWF19L1; CCNK; GPR146; OR8U1: LPP; ACTRT2; RBBP4; ZNF267; LRRC8C; GDI1; 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; MYOIF; OCLM; APLNR: COX5A; GAS 7; F8A1; TP53; PDE8A; TUBGCP4; ACTG1P4; RQCD1: CTSW; RPL13P5; AGPS; BTBD1; OR1N1; ZMYND11; B3GALT4; CDKN3: LOC646214; GPR31; LOC 100170939; 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; RIMS 1; SNORA55; TSPY26P; GDPD1: NBEALl; CCDC50; SOATl; ATF5; NKX2-6; IRF2BP2; FAM58BP; BRAP: OAS 1; ANAPC16; YTHDC1; CHD2; APOBEC3G; C5orf45; OR4S 1: 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: NTAN1; LCP2; RXRA; STAT3; IL8; STAP1; LINC00641; OR4D6; ACTN4: ADRM1; SNRPD2P2; P2RY4; RPS 10P7; CSNK2A2; GPR25; PSMB8 PDHA1; FZD10; C16orf5; OR10J5; OR1S2; HNRNPH3; PHACTR3; OAT ARF5; CRYZL1; AP3S 1; PGCP1; MTRNR2L5; RPL22L1; OR4D2 HIST1H2AD; NINL; SF3B1; C6orf48; DYX1C1; PRF1; CLEC4E; EMD RHPN1-AS 1; 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 ACTRTl; C2orf57; TTC7B; TC2N; BTBD2; SNORA74A; FDFTl; 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; KPNB 1 TOB2P1; SPAST; MRPL14; STK40; MFNG; UBTFL1; ZFAND5; GATA1 SSR3; OR10A5; ZNF367; OGFOD2; KIAA1586; EXOC5; HLA-DRBl FAM125B; DOK3; Clorfl l5; MSGN1; CDK1; DPM2; PSMB3; IRF2BP1 MAFB; FAM49B; CALD1; OR2D3; BIRC3; C8orf4; RFFL; KDELR1 IER5L; VN1R5; OR6K3; TPGS2; ARHGAP10; FABP4; GNG8; SORT1 HSD17B 11; 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; NCF1B; POM121C; TMEM123; DHX29; OR10G3 ABTB1; SELL; FCER2; YY1; CAPN1; SPIC; SRSF4; MRPL37; MGST1 ADAM 1 A; DEPDC1; 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; LOC145474; LOH12CR2; RFESD; IRF5; H2AFB 1; PPWD1 ERP44; DCAF4L1; OR14I1; TAS2R60; UBE2V2; RAD51C; NDE1; UBAP2 IFRD1; TDP2; GPAA1; C6orf62; HNRNPULl; PNPLA2; ATP5G3 CYP51A1; EPHB6; LOC283403; IGJ; AIP; DDX55; DKFZP434H168 EBNA1BP2; MTIF3; TRAPPC2L; CIRBP; FOCAD; SCAP; DTNBP1 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; TXNDC11; 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; CNPPD1; MIER2; ATG4C; PDE5A; OR8B 12; TCHP; NUP50; MST1; RBCK1; DCXR; MRI1; SATB1; TRIP11; POLR2L; ANXA2R; DKFZp566F0947; RNF34; GHRLOS2; OR51D1; PLXNC1; HJURP; LOC 100289361; PRKCD; LRRC10; HNRNPR; EHD3; NDUFS3; IL7R; NPBWR1; BCAS2; DYNLT3; NUB1; POU3F4; VTI1B; METAP1; RPL26L1; SLC9A3R1; IARS; EGLN3; CCND2; IGBPl; KCNElL; 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; OR1S 1; LUC7L; MTHFD2; MICUl; TPM3P9; PAN3; ACSL4; HNRNPC; LOC401074; SLC2A4RG; SPIB; CHST14; PMS2P1; NFYB; DCTN1; HIST1H2BG; OR2AE1; UBE2E3; OXR1; UBL4B; MCM6; LOC 100130451; JARID2; CHCHD3; CD2; TPX2; JRKL; ZNF177; PRKD3; TBC1D22B; NEAT1; PECAM1; TBCE; WBP11; CREBRF; C10orf32; C3orf33; ARAP1; 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; PLEKHO1; 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; TIGD1; LOC100272217; LY6G5C; SEMA4B; ANKRD28; RFWD2 ZNRF2P1; ALG5; ACTBL2; GTSF1L; GPR89A; FGD2; DIO3; CTAGE1 ADH5; RXFP4; INSIG1; PIK3R2; IPPK; OR2F1; FAM45B; TTC3P1 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; GNA12; 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; NANOS 1; 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-AS 1; LILRB3; SC5DL; MBD3L1; SIAE LOC100630918; MEST; MTMR11; OR52N4; RHOF; INPP5K; GLUD1 HIST1H2AK; C10orfl31; FAM47B; KRTAP5-9; PHF20L1; WSB2 CSNK1D; ERG; PYCARD; EIF3IP1; AP2S 1; RCC2; PPIG; RHAG; SNX22 SYK; CBFB; IGBP1P1; LINC00552; GAS 1; 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; WRNIPl 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; CARD8; 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; FMNl; 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; PEBP1; WAPAL; CHST13; HDDC2; PDGFC; SAT2 AKIRIN2; FAM96B; ACTL7A; MGLL; HSBPl; MOS; ADCY7; ASFIA; LOC100216546; RRP1B; SYNGR2; NCKAP1L; VPS28; RAB 11FIP1; VPS72; LOCI 13230; CALML3; FAM49A; ANKRD18DP; CEBPA; ASH1L- AS l; OR2A5; CLK2; PFKL; CLEC2D; DHX35; GIMAP8; TCF3; CYLD; UBE2G1; LOC100505659; PATL1; SLC22A31; MRPS 16; PAF1; OR4A15; AMN1; MCM3; MYO18A; HAUS 1; 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; FADS 1; CLNS 1A; 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 1; NSF; BACH1; STX18; LILRB2; RPRD1A; BRD2; RRM1; NDNL2; MKI67IP; NUDC; FAM190B; NFIB; LOC100286922; BIRC5; BAD; ADA; OR4K5; GPR89C; CLINT 1; ATP5D; SARS; PRKAB1; BLOC IS 1; DCAF8L2; LIMK1; PHC3; XAF1; SMG1P1; DPF2; ECHDC2; KLRC3; NCKAP1; 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; ACAP1; Clorf43; CTNNA1; PLEKHB2; RAPGEFL1; PDCD6; PTTG1; MED 13; SNORA46; CWC15; CMTM6; NCBP1; POLE3; ZCCHC13; GUSBP11; 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; RNHl; STIM2 SH3BP1; DACH1; PAX5; OR9K2; MFSD3; MZT2A; MPRIP; KLRD1; 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; PPMIA; IL17B; ZNF14; IKBKG; BCL7C; KAT5; AHCTF1; MRGPRG; RNF40; C12orf68; SOX12; ABCF1; NFKB2; GUSB; SACM1L; HCAR1; CXorfl; RIN2; MTMR1; DAP3; NCOA3; SNORA28; C19orf59; ANKRD16; TIMM10; ATF1; XPOT; OSBPL10; SDE2; CLEC4A; SUPT5H; C2orf72; OR4P4; LOC 100132356; IPO7; PANK3; PITPNA; PSMD4; EMR1; SON; WHAMMP2; PNO1; 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; KLF10; TAF1L; OR2M2; UBL3; ELANE; USP24; SP1 UHMK1; NDUFAF2; TMEM185B; HOMER2; ATG16L1; MBTD1; IRAK3 UBA2; RNFIO; TFDP2; DTNB; MICALl; RP2; OR2S2; OR7C2; CSPP1 KLF1; TNNC2; OR8H2; SNORA50; TBCEL; POLQ; LMNA; TLE2 DNAJA2; PRKAA1; ADSL; H1FNT; MRPL43; AARD; RPL23AP64; WIPF2 NOP56; DAXX; DYNC1I2; LOC644189; FBLN5; ANXA4; DLGAP5 PHKB; RNF187; SNAPC2; TNNT1; CECR2; GEMIN8P4; SAMD1; ID2 ZFX; MAPK8IP3; MRPS 18B; GK5; AURKAPS l; DENNDIA; 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 OR51S 1; VN1R1; SMCR8; C4orf52; CPPED1; 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; C15orf57; C7orf43; LOC84989; HDAC7; MBOAT1 SCARNA15; SETD2; OR13F1; DENND2D; PEX10; EMR2; ARHGEF3 SCARNA16; RFC1; ECHS 1; MED13L; SPTLC1; 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; DOPEYl; IREB2; OR2L8; MED15; PXK: DERA; CLN6; TIMM9; MTCH2; CEP57; IFI44; LOC286367; NOP 14: SSR4P1; KDM4B; OR5H2; HBZ; KIAA1430; P2RX7; IL10RA; BAGE2: RECQL4; PCDHB7; TTLL5; API5; ATP6AP2; TRIB2; IDH2; LCE1A: OR5M1; ATMIN; KARS; OGFOD1; GRWD1; CIAO1; OR2M7: SNORA36C; ARHGEF18; SYNPO; CPOX; RELA; HAT1; CTCF: LOC 100130992; LOC 100133957; MANBA; C1QA; KIF3B; LINC00477: EPOR; RTCA; BRD9; KRTAP25-1; A2M; RNASEIO; 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; NKIRAS 1; 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; SMARCDl; OTUBl; OR5K4; PRKRIR: KRTAPl-1; MECP2; PRPF6; C21orf 1; DHRS4; CCDC12; PIK3CD: PACSIN1; OR2D2; XYLT2; UPF3A; RTL1; BLID; SERINC1; FAM89B: ILIRN; 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; ANKS 1A; CABP5; RSBN1L; SERPINB6; SCNM1; MRPL23: OR13C3; BMS 1; 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 MRPS 10; 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-AS 1; CXCR4; HYPK: DPP A3; SLITRK1; CENPN; STARD7; OR5F1; DDX51; NOB1; CTSZ; BBX: LGALS8; M6PR; TAF1D; VAMP5; IWS 1; N6AMT1; OR13C8; ZNF816: ASCC2; NCOA1; CD300A; INTS 12; VSX2; ANAPC13; KRTAP13-2: PSMD7; FN3K; SMG5; C8orf59; LOC100505622; PIAS2; CXCR1; LIX1L: ZNFX1; PPP1R1B; SMC3; AAED1; DNAJC4; CD3G; LOC646999; OR6Q1: OR5B12; RBM42; MRPL28; NPHS 1; DCTN6; E2F5; RAB35; LTBP1: NDUFVl; PPTl; OR5T2; LTF; MRPS 15; 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; AP1B 1; 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 DNASE1L1; 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; TBC1D13; OR2T35; ZNF880; ARIH2 KIAA1644; CD2BP2; PXMP4; TMEM167A; LIN7C; PSME4; SLC22A23 DPY19L1; CDC5L; GNL3; ALDH2; OR4B1; GMCL1P1; 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; CIB1; OR1D2; PARP11; ARAP3; NAA50; HIST1H4G; PTRHD1 TNFRSF1A; C6orfl; MYBL1; 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; EIF4ENIF1; CUL3; GFM1 RAB11FIP3; SSFA2; RANBPIO; CD 14; IDIl; 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; NPDC1; TNIK; HTR7P1; NODI; TMSB4Y; A AMP; RNF20 ZNF585A; BAZ2A; PPP1R14A; NANS; KRTAP5-11; OR1F1; ANKRD9 ITGB5; CHD1L; EPS8L1; LOC643387; Clorf50; OR2W3; MPHOSPH8 PSMC5; DHX9; NT5C2; CCNA2; ANKRD42; P4HA1; UBE2E2; PRKCI TM4SF1; SIDT1; FAM207A; GALNT1; GDE1; C2orf49; LOC441455 HNRNPA1L2; SFT2D2; DNAJC30; EBLN1; DDIT4L; EBF1; TFAM SNAPC3; HSPA5; CECR1; LMAN2; PROSC; PAR5; WDR26; PFKFB3 GPR55; TSPAN15; OSTC; SDHAF2; DPMI; NICNl; 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; MTRF1L; 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 MAGEE1; RPS26P11; MED1; 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; C17orf 6; 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; ANKIB1 MINPP1; RABEP1; CNEP1R1; ATOX1; MED 14; ACTL7B; ERBB2IP CRTC2; DDX53; MPV17; 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; CDC14C; CKS2; SLC10A3; CRKL; ABHD5; CLIC2; CREB1 PHF20; COX20; TBC1D10B; HTR2A; WDR43; CD7; SCAMPI; EEF1E1 SMIM7; LAMP2; OR1L6; OR52I1; RHCE; STIM1; YARS; SIX4; POLR2B CRTAP; ZRANB 1; LOC255512; NBEAL2; AKT2; SLC35A5; MAPI A FBLL1; CTBP2; OR5A1; CUL1; FAHD1; ZNF41; KIAA1324; PGM2L1 KHNYN; EFR3A; RGS 19; KCTD17; FGFR1OP2; EFHD1; EIF4EBP3 PGGT1B; FAM216A; CYSLTR2; LINC00628; FEM1B; SPAT A31 A5 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; APOL1 CDKN1C; LOC100093631; CCIN; LOC150197; OR4C11; OR4X2; ABHD16B; OR10A2; RNASEH2B; PRPF38B; SLAMF7; COPG1 LOC285501; NPEPPS; TRAPPC10; CCDC87; KRTAP4-2; MCAM; ZNF793 ESYT2; WDR45L; U2SURP; ZDHHC9; TBC1D9; VAPA; CRABP2 TTC30B; RAGl; SPIN1; VMA21; ZNF592; CAPN7; TBK1; RPA1; ANO2 ZNF701; IFT20; NLN; UAP1; RPN1; 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; TTBK1; ZNF595; CA3; FOXS 1; HYMAI; PPP1R13L; HSD3B7 MAP3K5; C7orf55; CDT1; DPY30; DYNC1LI2; NREP; SART1; TBX6 MC4R; RCHY1; INGX; ABHD16A; KIAA0226L; PAQR9; BRD3; SEPHS 1 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; LOC 100289019; 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 ATPl lC; PPP3CC; APBBl; FTSJD2; CSRPl; DLCl; COASY; ABHD4 TIMM17A; CCDC175; PTPN1; FOSB; TNFAIP3; CDC73; VAMP3 CHRM3; PRR11; OLIG1; SNAPIN; UBE2A; FIS 1; 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; NCS 1; NPL; COA1 THAP9-AS 1; ZNF707; ALDH16A1; WWP2; C1QC; FAM172A; PIK3R3 SPRYD3; ICMT; FAM217B; MICAL3; COX7A2L; SIK3; SEC61A1 C14orfl l9; ATOH7; CA5B; PRKACA; OSBPL3; PCDHB16; OR6C4 TRAKl; 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; CPAMD8; GLIS2; KCNJ11; THUMPD1; BIK; SNHG1; OR2A25; GUSBP2; GARS; TMEM63B; YEATS4; PITPNM2 SHROOM1; PTCD3; CAMSAP3; HNRNPAO; MUC16; RFNG; MDC1; SUM; RABL6; LOC100133612; SLC6A19; MUS81; LOC100499489 DNM2; RFC2; PSMD2; OR4C6; RTP4; RNF141; MARK2; OR5D13; PLEKHM1; MGST2; TMEM127; ZWILCH; HSCB; ARHGEF7; C7orf50; POM121L12; FTSJ3; SPCS 1; 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; KPN A3; LRCH4; MED24; WBP4; FBXW7; CPSF2; VNN1; TRIM21; PABPC1L2B; APH1A; PSMD1; PGAM4 MLLT10; NACC2; BMPR1A; CHD1; GRAMD1A; C19orf53; VEGFC; HPGD; ANKRDIO; YTHDF2; PTENP1; PERI; SNHG9; CTRB2; VEGFB; BATF; ZNF510; DDHD2; RPS 19BP1; ZNF772; SLC25A2; ORC3; C14orfl: CHCHD5; CTAGE5; TIMP2; TET2; ASH2L; ERMAP; NCALD; ATXN1: SPG21; MCMBP; RHOBTB3; CYC1; RAC3; HPX; OR1B1; OR5V1; PRPS 1L1; TMEM183A; SH2B3; PKP4; FBRS; VIL1; NUMA1; HAUS4; ASPSCR1; OR6C76; SNORA1; LAMTOR3; SMARCA2; MND1 GATAD2B; ZNF688; LOC727896; RBM27; HSDL1; LOC 100507254; GOLGA8CP; CALHM2; FAM127A; OR5R1; SNRPG; DNAJC13; RNF213; HIST1H2BA; DDX60L; ZCCHC14; TRAF4; PAR-SN; LOC91450; E2F3; GGTLC1; RBMS 1; SSSCA1; SNX30; NIPSNAP3A; TMED5; ELOF1; RPTOR; METTL5; ZNF252P; ACSS 1; MBOAT7; SLC30A9; FAM223A; OR5AS 1; GRB10; SH2D1B; LILRA3; CDK5; SIGIRR; DNM1L; EPM2AIP1; SNHG11; MRPL18; C22orf25; PIP5K1B; MAP3K2; TWF1; KLK1; UBE2D4; NECAP2; LOC 100128420; 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; APITD1; DSC3; Cl lorf9; 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; TRIP12; USP53; DDX49; RINT1; NRD1; 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; LOC 100506123; RLF; CDK12; ATXN7L3; LOC 1720; 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; HOMER 1; PPM1G; LOC100287177; TPTEP1 VASP; PQBP1; RRBP1; TNIP2; ARHGEF2; CLK3; PHF6; QRSL1; GSS PCIF1; OR11A1; QRFPR; CCM2; DDX23; SNX1; RNPC3; FBXO5; REPS 1 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; PHACTR1; 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; LOCI 00130691 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; GINS 1 GRINA; SLK; POGK; SLC25A1; TSNAX; ZDHHC21; POU5F2; SRSF10 C16orf87; NF2; SYPL1; TCF4; UVRAG; YES 1; RC3H1; EAPP; SSBP2 LINC00312; OR5T3; ACO2; LAS 1L; MRPL54; MTA1; RSF1; ZNF33B RNU12; YBEY; FGFBP2; SH2D4A; PPP2CB; EPDR1; LOC389765 POLR2D; IMPA1; LYRM4; SNHG16; TNKS2; LMCD1; GPR108; SAMM50 NAA10; ZNF37A; CDIPT; YPEL1; DNASE1; LOC653653; TFAMP1; IL1R2 DCPS; DDX20; PARP6; PNMA1; FAM86A; DLD; SAP30L; SBNO2 ADRBK2; PMS2P4; S 100Z; PET 112; AP2A2; NADKD1; PPP2R5A WDR83; CASP8AP2; EML4; BRE-AS l; RNF103; DUSP10; CACUL1 KCNE3; CARKD; AAGAB; TSG101; CRHBP; LOC100506083; HVCN1 MKRN9P; PARP12; 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; NEUl; ZNF84; RFX7; COPS7B; NDRG2 HCFC1; KDM5D; MRPL11; WDR59; BAG4; BPTF; CISD3; LOC286437 ATXN2L; MEX3C; NUFIP2; GUKl; OR6C68; CYFIPl; CDH16; EGR2 NME3; MRPS9; THYN1; EFNB 1; BSCL2; FAM223B; TMEM170B; NSUN5 SOPvBS3; 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; FYCOl; TTC31; 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; KLHL18; PIGB; KLHL20; PPFIA3 SIN3B; MLL; RBMX2; SEPN1; NUP188; PLEKHG1; AUH; C19orf24 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; LOC 148413; 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; LOC 100506023 PQLC3; THOC6; OR10K2; GPR132; LRRC58; C15orf23; CCDC97; MCTP1 SNRK; DDX54; TCIRG1; CD38; CD8A; EIF3J; RFC3; CCDC96; PPIAL4F NMNATl; LOC100630923; SKIV2L2; AP5B1; ARSE; THUMPD2; HERC5; TMEM230; LOC641367; TRIM24; HLA-DQA2; LRRTM4; ANKRD62P1- PARP4P3; APOL3; VAV1; OGFRL1; GSTM2; C6orf226; KLHL6; PKIA; RERE; XPNPEP1; POLR2C; CUTA; DBF4; LOC654433; SLC25A40; MITF; GLYR1; GSKIP; CD8B; ETF1; TM6SF1; PYGO2; FAM136A; SLC11A1; NPPA; MOSPD2; PFDN4; MNF1; 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; MRPS 11; 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; RGS 1; 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; PSAPL1; DBR1; PPP3CA; SH3TC2; ZNF75A; GTF3C4; MED8; ZKSCAN4; HERC6; RBM18; MGC2889; TATDN1; ZBTB8A; TUT1; TIPIN; NCOA6; ZNF710; STK16; LOC 100506994; LOC283856; LOC643723; FNBP1L; FAM40A; MRPS 18A; 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; RNFl l l; FSCB; GAGE 13; OR13G1; GNPTG; HSPBP1; NT5C3L; UFLl; CCL2; RBM7; HDAC3; HDAC4; COX6B2; TRPM7; BUD 13; 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; MRPLIO; 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-AS 1; HID1; NUP43; ERV3-1; CCDC82; ZC3H6; C5orf22; TIA1: CHFR; PRDM5; TMBIM4; COL3A1; SFRP4; OR2B2; CECR5; UBL5; SVIL; TNFRSF10B; USP33; ELMSAN1; VPS 13D; C12orf23; IFT57; OCIAD2; IRGQ; SIGLEC14; SNTA1; RNF168; GSDMC; ENTHD2; EDEM1; GNG7 RAB11FIP4; CDKL1; PGAM5; L2HGDH; CAMK1; S 1PR1; BDP1; ZNF330; P2RX6; GPSM2; WDR81; CTPS l; ALKBH7; CUL4A; SRCAP; APEH; ZNF17; TOX; C10orf76; MRPL15; NDUFBIO; SFXN4; HMGCL; CD40LG; SMG6; RASIP1; LOC100271836; CREBBP; PTDSS 1; 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-AS 1; 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; STAB1; 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; CHAMP1; FAM48B 1; DNAJB1; WDFY1; LOC100506713 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; TXNDC17; ALOX15B; DENND5B; POLH; PCM1; SBK2 VEPH1; RNF166; TMEM64; BCAT2; CCDC15; ANKRD52; ZNF630 MANEAL; PPCS; N4BP2L1; ZNF788; MAP1S; 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; LOC100288432; 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; MMRNl; 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 CLEC12A; STXBP5-AS 1; NFYA; SETD7; CISDl; MSL2; ABHD1 PRKCDBP; ZRSR2; MRPS5; SNORA33; LOC729020; GSK3B; MRPL44 SULT1B1; SYT11; GCSAM; ARHGAP26; RAB30; CNTRL; RMI1; VPS25 YTHDF3; PHLPP2; TMEM38A; GNL1; Cl lorf49; FRG1B; DFFA TMEM208; INPPL1; LARP4; FUT10; DGCR6L; ZNF790-AS 1; DLEU1 SHQ1; LAPTM4A; RAP1GDS 1; ZCCHC10; COPA; DEAF1; 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; RB1CC1; NXPE3; CDR2; FAM199X; NMD3; EIF4A3 ATG2A; CCNJ; FKBP15; LSM10; NR1D2; INPP4A; QPCT; FAMl lOA FCN3; DCAF13; DMRTC2; FPR3; CLPTM1L; MS4A4A; DHX38; SP2 ITGA1; SLC24A1; R3HCC1L; IFNA8; SNORA69; GJA1; AFTPH; DDX42 ACYP2; HECW2; OPN3; KCNH7; SEC23B; PLCL2; RAB3GAP1 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; EFTUD1; C14orfl69; KIAA1407; TCERG1; ERMP1: 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; EIF4EBP1; HADH; KIAA0040: SECISBP2L; DOCK10; MSRB2; KLHL17; SESN2; CMAHP; PLEKHJ1: VAC 14; ZFYVE1; TIE1; CD200; AASDHPPT; ZP3; WTAP; COQ2: PHLDA1; DDX1; PMF1; REXO2; ATP6V1H; PHTF2; KDR; APLP1; METTL1; LOC400027; VEZT; HDAC6; NAB1; HLTF; NFIC; FCRL3: ZNF524; SLC5A2; SLC25A45; HGSNAT; IP6K2; BANF1; LOC729121: PSMB 11; ZNF43; KBTBD4; COX19; CFL2; XRCC4; CEP68; FBLIM1: LOC100505876; NAIF1; FEM1A; MTRNR2L3; MTF1; ZNF195: LOC440944; MAPK10; PCCA; HDHD2; RBM10; UGDH; RUVBL1; SFXN3: BAG2; KRTAP4-5; PIDD; RNF8; IRS 1; ABCD1; EXOSC4; ATOH1: RNF170; 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; NSRP1; SHMT1; ADAMTS 10; PLCL1: LOC 100500773; IFFO2; COMMD9; FAM69B; DOK1; PLA2G2A; ADAP1: DDX27; PGPEP1; C3orf27; RALGAPB; RRAGC; TRIB1; CYP4F12; OFD1: SH3YL1; EMC8; AKNA; IKBIP; OR4C3; FSTL3; ARHGAP23; BBC3: SYAP1; ELL3; HIGD1A; LOC399715; MAPK13; NAPRT1; ARMC7; LOC285074; KRTAP26-1; DYRK3; KLF16; ARHGAP24; USP6NL: ATP6V0A1; GTF2H4; SCARB1; RSBN1L-AS 1; SCAF1; C14orfl05: 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: ELOVLl; FARl; ARIHl; MCOLNl; SLC15A3; MBD4; YDJC; AMN: AHSA2; ATG2B; SESTD1; 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; DCP1B; SEC14L4; CXorf56; FUBP3; MRPL12; SPATS2; TIMM13; RHOBTB2; IQCE; UBIAD1; VSTM4; PRR23A; UBR1; APBB2; TOPORS; SETD8; CCDC101; CAPZA3; KEL; AGPAT3; DLEU2; ANKLE2; MEF2A; KMO; PDPK1; OBFC1; PALB2; UNC119B; PPIL3; WDR18; HIBADH; FAM220A; SLC52A2; WWC3; PPP5C; MLKL; SLC16A4; OR10H4; STARD9; SLMAP; HIATL1; MCCC2; ZC3H12A; GLT25D1; QPRT; RECQL5; ROBO4; SH3BP4; GZMK; FAM102A; ACP5; AKAP11; FBXO8; PLAGL2; GSTM4; CCDC88C; COX10; TSC2; ZBTB9; AGPAT6 FASTKD1; ALS2; PLSCR4; OIT3; ACAD9; ITGB1BP1; FASTK; TRAF5; BLOC1S5; HIRA; HABP4; USP34; LIMA1; TMEM209; ATP6V1C1; 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; LANCLl; LOC729852; DSP; GOLTIB; GNPDAl; LOC728606; TBCK; USP48; OR52J3; RPL19P12; RBM6; UNC13D; TSC1; LEPROTL1; TBC1D22A; ZNF835; LRG1; MTSS 1L; TIAM2; RBM33; CEP85L; CATSPER1; CD28; MYCT1; MRPL4; DMKN; PPM1F; AKR1B1; GLTP; RECK; MACF1; ZNF623; LOC 100506710; KRT14; UBXN7; ASL; SLC38A10; SNORA81; IRAK1BP1; PLIN3; ZNF778; LYSMD2; FBXO3 RANBP2; EIF2C1; FH; RBM26; ADPGK; PNPT1; OR8K5; ZNF645; MFHAS 1; GPR107; RNF219; RPUSD4; FAM149B1; ZDHHC7; ZFAND2B; LPCAT3; TMX1; OR51I2; CEP 120; FAM200B; LOC284632; PCID2; PDZD11; SLC35B1; C3orfl4; EML1; GOLGA8F; KIAA1704; RBFOX2 TPMT; RNF149; ATL2; SHPRH; USP13; KIAA0664; TSSK6; GGPS 1; 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 l; GSTMl; TTC7A: JOSD2; NFKBID; TMEM199; TBC1D3; RABGEF1; GPN1; NEMF; THAP7: PAR4; C6orf89; ELAC2; JAK3; CEP55; CNIH4; TOPBP1; FCN2; EHD4; KIF13B; LHX4; GCDH; ANKRD50; HPSE; PAPSS 1; CDKN2AIP; CEP170: CR1; GUSBP3; KIAA0825; CCRL2; CTSL1; GYPE; STIL; RRP8; AKR7A2: ITGA9; UBE3B; ELN; PML; IGF1R; STUB1; ELP2; PIP4K2C; SAP25: TRIP 10; 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; KRT10; 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; S 100A13; 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; MRPS 14; 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; CLDND1; 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; Cl lorf75; MRPL22; ATG16L2; RHBDF1; SLC22A11: CSH2; PITPNA-AS 1; 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; TNKS 1BP1; PCGF3; ERI1; RILPL1; TNNI2: A2M-AS 1; LOC286114; STOML2; SUMO1; TSNARE1; PIK3C2B: SLC25A35; KIAA1522; STAM; GRK4; DDX60; TOMM34; IL6R; ZNF528; CYB5A; C12orf73; AVIL; GABRB3; SDK1; Cl lorf82; PPP2R1B; LGALS4: KLHL3; LINC00488; FAM58A; TMPRSS4-AS 1; 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; HUS l; BODl; C12orf61; ENTPD5; RUFY2; ATCAY; INTS9; HLA-DOA; CCDC28B; TMEM150A; ACBD5; BTN2A2; MTlE: ANGPT2; LINC00467; VMAC; COQ4; DGKQ; HERC4; DMXL2; IRS2: MCM8; MRPS28; RAB11FIP2; C3orf22; SCTR; GNPDA2; CAMKK2; ELP6: GOT2; ZNF642; LMF2; LMO2; PDSS 1; CEP76; CDYL2; ADRA2A; CD40: PCNX; PKNOX1; Cl lorf35; UNC13B; DAG1; Cl lorf54; ZNF609; RPUSD3; KIF7; MARCKSL1; TCF20; TTC9; HSD17B 13; MREG; WDR92; INO80D: FAM160B1; WDR77; LOC100130298; ZNF860; ZNF121; MATN4; ZNF671: S 100A1; 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; SS 18L2; RSRC1; PTBP2; PPARD; NUGGC; EPCAM: ULK1; LINC00174; C16orf46; MRPS31P3; ZSWIM6; SLC24A4; AMICA1: AK5; DLAT; YIF1A; KIAA0247; GAB3; 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: MRPS 17; 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; TMUB 1; MMP13; ZNF496; SORD; NOC4L; ZDHHC24; ZNF649; ASTE1; CTRL; EFS; TRIM65; LILRA2; CRK; PLXND1; 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; UNC93B 1; MMP11; ADORA2A; FBXW9; AC ADS; ZNF655; ACTA2; ANKRD22; OR5B 17; 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-AS 1; MB21D1; ZNF467; STARD3; LOC100133050; KLC1; TRNAUIAP; PSENEN; SHISA4; GLT8D1; EPB41L2; RAB3A; BRMS 1L; 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; FTSJ1; TEC; TAF8; FAM98C; LRP11; NFS 1; NDST2; FUCA2; MYO9A; CSTF3; ACOT7; DUSP18; TBC1D21; ZBTB 17; AKAP8; DFFB; CACTIN; PRDM4; HLF; MEOX1; AP5Z1; GGT6; PLEKHG2; MRPL42; MAP7D2 TTYH3; NXN; WDR20; NECAB3; MOSPD1; PLBD1; NR1H2; WDR61; CDC14B; DPH3; LMLN; UBA5; FASN; LOC 144486; POU2F1; AUNIP; LOC100505540; PPARGC1B; AMBRA1; CDK3; CENPP; SNORA41; ANKRD37; CLEC7A; ATP8B2; CFDP1; CRIPT; MCM10; MIS 18A; 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- AS 1; 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; TAS 1R3; KRT17; LRRC37BP1; MRPL45; CCDC3; ABCB7; TCP10; ZNF317; DIS3L; FBXW11; FLJ38109; GOLGA8T; LOC100128338; MEDIO; MKL1; OTX2-AS 1; ZNF22; PDIA4; R3HCC1; LOC 150568; SNORA79; GRPR; MTOR; MAFK; ORMDL2; ZFP112; CPA5; KRT81; OR7E91P; TBC1D3F; CATSPERB; NOS3; OR6C3; HSPBAP1; SCAMP2; TAF2; EXPH5; ZFP14; FANCG; TTC39C; CPSF7; PES 1; LOC100216545; LIMS3L; ZDHHC13; PMPCA; IRX1; ZNF326; ZNF716; NHEJ1; C8orf42; PARP3; MXD3; SMIM1; VPS 13A; 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; CTRB 1; LOC283663; KLHDC10; ZNHIT6; DCAF17; NAA16; CD109; MSRA; LACTB; AAAS; PGS 1; NEDD9; PRICKLE3; TET3; KDM2B; PQLC2; FNBP4; TAL2; ADAP2; ATRNL1; GULP1; THEM5; ACAD8; SCLY; SLC4A2; CCDC58; CCNE2; KCTD3; ARMC10; DLG4; MEG3; DECR1; SETD5; STPG2; CEP72; RCBTB 1; TRNT1; 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; MAP2K4P1; WDR5; NMT2; PPFIBP2; ZNF578; MRPL55; SLFNl l; ZNF658; NFXl; RAB4A; FAM169A; RAD50; ZDHHC5; STK33; TEKT4P2; WDR91; KIF17; NSMCE4A; AMOTLl; EXDl; FBXO45; PTK6; HISTlHlT; 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; PMS 1; EPHB4; FAM214A; IFT80; MGC3771; CHST15; RRM2B; BRI3BP; TPT1-AS 1; KLF5; GMPPA; DNMBP; LRWD1; SDCBP2; SPRED2; RIOK1; CUL2; MED 17; NRN1; SLC16A1; PCCB; ALS2CR8; SCGB2B2; BCAS3; LDLRAD4; DSG3; RFXAP; NCKIPSD; CHST7; RNASE1; NF1; UCK1; C1RL-AS 1; 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; ADAMTS 17; HOXD4; NUDT19; ZNF384; ZNF438; ACP2; DC STAMP; 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; CYP1A1; PTGES; KLHL26; BRWD3; OSGEPL1; PP7080; WHSC1L1; PHLDB2; LOC 100506190; NYAP2; VAV3; C16orf74; C8orf33; AKTl; CRELDl; PEAKl; SLC9A9; DDR2; IQSEC1; ZNF260; RMND5B; STAG2; APOL6; NHSL2; PHF2; SLC6A20; TOR3A; PARG; TAPBPL; SNX7; C1RL; UNC50; CCL3; MAP2K5; TNKS; TMED6; ZNF720; KIAA1737; 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; ATP8B1; 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; GDAP1; 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; TBC1D25; MAOA; ACTR5; AGPAT9; KLHL12; PDCD11; SAMD4B; WWC2; PNCK; ZFHX3; RPL23AP82; HEPACAM2; LYRM9; RAF1; DHODH; GPATCH1; IDH3B; ITPA; LAMP5; MAGEA9B; PAFAH1B3; TMEM101; MAD1L1; FRY; RMST; ZNF876P; NT5DC1; C14orfl42; 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; ZNF174; 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; PITPNM1; NAALADL1; GALNT7; RPAP3; FAM118B; GALC; APOOL; CSF1; FMNL2; ZNF573; C9orf41; DHX40 KIF22; GPR133; JAKMIP2; LZTR1; BANP; DBNDD1; IGFBP6; NTN3: SLC25A25; SCARF1; STEAP4; RABL3; TTC14; SLC12A3; ATP6V0A2; LTK; TIMM8A; UHRF1BP1L; MTX3; ARRDC1; 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; ANKRD11; PLS 1; ATP5J; CYP24A1; FAM167A; FBXO21: TMEM133; MRPL52; GID8; GPRIN3; GPC4; LOC387647; DEMI; MMP2: SNAP47; LINC00176; AGMAT; C12orf43; GOLGA8B; PCK2; ZNF687: TMEM184B; GLTPD1; 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: LOC 100507424; TNFSF14; USP42; RETN; PUSL1; C14orfl59; PDZD7: SLC5A11; CCDC59; ZMYM6NB; ETFDH; ZNF576; PCTP; CHN2: Clorfl86; KIAA1967; LOC158435; PARN; PDE4A; SDHB; SH3GL2: TKTL1; EPHX4; CTHRC1; TMEM234; GST A3; LMNB2; VSIG8: KHDRBS3; NAF1; LINC00308; TMEM232; PXDC1; VCAM1; NGLY1: PHEX; IL33; CALCRL; C15orf61; WWOX; STRADA; C8orf31; 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; PANX1; 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; THAP10; GLOD5; FER1L4: TREM1; BBS 12; LRRC37A; TBC1D2; UBASH3A; C7orf60; E4F1: LOC150381; LOC257396; AAMDC; LCK; ZCCHC11; DCLK1; SHANK2: INTS4; SHE; ROGDI; KBTBD8; SOLH; CHMP1A; MRPL48; ZNF708: DEFT1P2; CYP2E1; ATP12A; 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; RNFT1; 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; LSM11; ARL17A; 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; SLC18B 1; ELOVL6; ICAM3; C17orf70; C7orf25: SLC25A23; ADCK4; JAGN1; SCARNA14; FCRLA; LCMT1; MYO5C ZNF695; EXOC6B; SYNJ2BP; PFAS; PRMl; SEMA4G; ERICHl; MID2: ZNF598; ARHGEF15; HHATL; DEPDC5; KIAA0319L; KRTAP4-7; LCT: PPP2R5D; SLC35E3; TMPRSS 15; SEC61A2; MYO10; TRMTIOB; C2orf43: RASA4CP; WBP2NL; ECT2; NRG4; ATP 13 A3; CTSL2; GPT; IQCG; PIGF: TLN2; PILRB; NUP35; P2RX4; RNF144A-AS 1; KLHL11; SLC3A2: LOC728537; PITPNM3; DDX3Y; RAB38; DACT3; FBXO38; POM121L10P: ZNF519; PRICKLE2; PTPLA; SNRNP25; CRTC1; CAPN11: 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; TACOl; LHFP; DOT1L; 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; ZYG11A; ZNF362: KIAA0125; IDNK; SLC25A42; UNKL; AKR1C3; RPL34; THG1L; LHX6; GLB1L; CPT1B; C1QTNF3; GGCX; SLC7A14; TMEM19; IL7; SH3TC1: ST3GAL1; WDR64; PARP9; C14orf28; APOO; AFG3L1P; 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 lorfBO; TANC1; ZFYVE9; CBX6; CCNE1; CHIAP2; COG8; ATP6V1F; GK3P; ZNF551; ALCAM; MBTPS 1; ZMAT5; ZNF148; GTF2B; HIBCH; CASP6; DTD2; C12orf44; C9orf72; RHOD; CDPF1; NFXL1; PIGS; TRIM61; ATP8A1; BRD7P3; FAM221A; ODF4; PET117; PHACTR2; RBMS3; TMC8; ZNF333; ZNF462; NSDHL; SNX24; ZSCAN30; MRPL1; LOC654342; C9orf64; GFOD1; ANKMY2; FAM65C; C22orf39; C17orf66; TTLL7; ITIH5; KIAA1377; PRELP; GPR65; PDCD1LG2; KCTD13; CMTM2; GAT A3; TMEM173; WDR7; PAPD5; LOC100507053; MEG8; ANKRD39; FCRL1; IL4R; NOXRED1; LTC4S; TXNRD3; OXCT1; NUP160; RAPGEF6; NIPA2; CDC23; ZNF451; IGFBP1; LOC 100505633; TTC5; CES 1; NUDT13; SERPINB8; SNX21; DTHD1; 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; CCNYL1; PRMT3; ALMS 1; SCOC; WDR90; ATP13A2; ZCCHC2; KIAA1107; PLA2G4C; C16orf88; KANSL2; MYOC; CCDC88A; CLNK; MAGEA10; RAB42; TMC1; RNF151; TLR5; ADPRM; C2CD3; FBXO33; LOC652276; MCC; NUFIP1; TARS2; TMEM109; TNFRSF25; OXNAD1; TXNDC12; AWATl; 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; ICAM1; GIPCl; AKAP10; 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; EMID1; LOC100505989; WHSC2; SLC22A6; BTBD9; ZDHHC6; ELMOD2; SPRR1A; PAX3; CCDC22; ZNF142; ZNF10; DHRS4-AS 1; C12orf5; KIAA1751; ZNF555; MTPAP; TAGLN; EDN1; SLC46A3; MRPS22; TTC38; CCL14; LMAN2L; FMO5; PSMG4; LOC100131564; SEMA3G; SOCS2; SRP19; 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 1; N4BP3; TMTC1; ZFYVE16: FAM110B; DPH5; RBM41; AMZ2; KDM1A; LTBP4; PPIL1; PHIP: SLC22A16; NEDD4L; NUDT22; FGF5; VCAN; CLN8; KIAA1211; CEP128: SCAMP3; STPG1; GINS4; MRPL17; ZNF238; DST; EXO1; HENMT1: MLFl; NCKAP5; AZGPl; SLC35D1; GIPC2; SNX12; GATADl; SPN: ZNF611; TEX28; PTPLB; UBE3C; FCGR1B; JMY; UCP3; UQCRBP1: ERP27; FOXP2; GON4L; SLC44A4; MIER3; USP21; ERF; METTL2B: SLCO2A1; CAPN10; CXCL13; LRIF1; PPP1R3C; URGCP; TNFRSF4: MCM9; NAT9; PDPR; SLC46A1; TOMM40L; RGS 16; ADORA2B; ZNF654: AACS; NUP155; DNAJB9; DIS3L2; EXOC4; POLR3E; RAPGEF1: 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; NAT8; RASGRF1; CXCL1; OR7E24: C2orf42; POM121L9P; MCM3AP; ABCF3; TAP2; MCAT; CLIP3; NRIP3: ZBTB48; TTC34; ERLECl; ERCC4; NKPDl; PIWIL2; PNPO; RGS 12: CCR5; LOC100133161; QRICH2; RWDD4; MTHFD2L; GLB 1L3: MIR31HG; BPNT1; CIAPIN1; MEDAG; TRIM68; ZNF143; ENOSF1: 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: ALG14; RFTN2; THEMIS; ZFP64; IL17REL; NF1P2; OPN1MW: SLC16A12; PTER; ZNF30; TTLL10; TMCO4; FES; DCAKD; CSRP2: ENOX2; HIST4H4; CLASP1; SLAIN1; ZNF689; SAYSD1; DCST1; GPR125: BMP7; BVES; CLCN5; DNAJC18; FAM114A1; ZNF570; FLYWCH1: TRIM6; ASB7; FOXN1; KHDRBS2; CCDC18; DNMT3A; HELLS; NLGN2: PRDM2; STK19; CXorf57; KANK4; S AMD 12; 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- AS 1; MSH3; ZSCAN20; ZFP82; LRRC14; LOC220729; RIOK2; CHST5: EMP2; PDP2; RDH10; FAM111B; C20orfl97; CPT2; MGC39372; USP45: HYAL3; BLM; CENPQ; THUMPD3; ASPH; LOC338799; SMG7-AS 1: 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; TRMTlOC; 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; GABPB 1; ZNF470; GNPTAB; ZNF624; ADAM23; C3AR1; LTBP3; MCTP2: TSPAN4; ZMYM5; DHTKD1; LTN1; MUT; PRKCE; BMS 1P4; 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; DPY19L1P1; TMEM206; ADNP2; LIPT2: HAVCR2; PLA2G7; SOX4; LINC00085; FAM129C; AGSK1; CCBE1: FAM227A; SRGAP1; ZNF329; ZNF621; MAPKAPK5-AS 1; DHX58: HBEGF; TP53INP2; RCBTB2; TMEM8B; KRTAP9-4; PPME1; 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; DTWD1; TMEM248 PI4K2A; CEP 164; UEVLD; XIST; C12orf42; 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; LOC100527964 NOC3L; RCN2; YAE1D1; ACRBP; ATP1A2; DBT; PLEKHA5; SLC35F1 IGFl; NFIX; TGM7; PTP4A3; STAMBPLl; SELlL; ClQTNFl; CERCAM FAM131A; SULF1; CXCL2; FGG; KAT6B; SOCS2-AS 1; TGIF2; GBGT1 LY6G6D; PARM1; LINC00667; WDFY4; HOTTIP; OGFOD3; ANKRD27 C14orf 3; PSMD5; C8orf82; PLEKHM1P; ELMOD3; FKBP11; OSTM1 GJA10; ZNF99; PRSS57; GPR113; RSPH3; FN3KRP; MRPL27; CENPV C7orf49; FAM124A; ANAPC4; POM121L1P; PHF15; SUGP2; TMC5 ADCK2; APOPT1; CSNK1A1L; FAM35A; FLJ13197; INTS4L2; TMEM251 DHRS 11; SERTM1; 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; UBXN10; LRAT; VIPR1; ABHD10; CACNB3 KIF27; IL18RAP; 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; SKIDA1; 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; CATSPER2P1; NECAB2; CPNE5; MMAB; FOLR2 DYNC2LI1; HMGCR; ADAMTS4; CASP8; JPX; MRP63; MXRA7 SLC30A6; GPR126; TSFM; SLC4A4; AP4B1; RHOT2; DNAH1; ZNF436 TMEM241; MGMT; THAP3; IGFBP3; COLEC12; 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; SYVNl; TCP10L2; C19orf69; GGACT; SCNN1A; ZNF418; SYNPO2L; CXCL12; POMGNT1; SNPH; TMEM11; GOLPH3L; KLHL35; PMS2CL; PRG3; TAF6L; HEXB; PKNOX2; PPP1R9A; ZNF408; NRG3; SELPLG; GATM; PRPF18; NUP37; ARMC6; B3GNT2; Cl lorf70; CEP19; ZHX3; ITGB7; LMTK2; PHTF1; CAPS2; FAM219A; SPA17; JAG1; CLEC9A; FAM107B; KIF5C; MRPL45P2; COL6A2; MAP3K7; PRADC1; APBA1; C3orfl7; FAM124B; MST1R; PMP22; URB1; C16orf86; FCHO1; 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; UAP1L1; WDR45; ZBTB25; UNC45B; MYLK; LUM MTERFD1; POLR3A; SOBP; ORMDL1; C12orf4; FAM90A1; FLJ31662; GAL3ST1; KIAA1109; LINC00235; LOC100507032; LOC401177; LOC440288; SENP8; STX12; TBP; TXNDC9; ZNF511; NR2F1; TMPRSS9; TTC24; SYCP2L; HSD17B8; PYGM; WFDC12; CD80; PSD3; RPP40; GUCA2B; SYT15; TBC1D30; UBE2I; CACNB4; CCNL2; HSF2; ITGB8; SGPL1; FMO2; CHTF18; IQCF1; TCN2; GRM6; LCE3D; LOC728558; PACS2; ARHGAP44; C7orf31; WDTC1; ZNF295; LOC389641 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; AP1S 1; 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; TRNPl; 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; INTS 1; 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; BBS 1; BRF1: PKM; SERHL2; LIMD1-AS 1; 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- AS 1; RAPGEF4; STK11IP; HIAT1; PKD1; HPN; BRD8; LPHN2: CEACAM3; SLC7A11; CTSL1P2; PCBD2; TNFSF8; FKBPIO; IL23R: OSR1; ARHGEF35; PLD2; PTPN13; SMARCAL1; Cl lorf63; 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; CRB 1; 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; Clorfl l6; 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-AS 1; 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; APvHGAP20; RPvP7B; ZNF473; HMGA2; ACSM3; C4orfl9; STX17; BBS7; ATP2B3; TRIM47; UTP20; HLA-L; TRDMT1; TMEM237; CNPY2; TARBP2; HARBI1: LOC100506688; EBI3; F2RL1; GMDS; MARVELD1; PLEC; RRNADl TULP4; CCL13; GPA33; IL10; ICOSLG; LCN12; ZNF212; Clorf74; EPHB1; PCDH17; PUS 7; WRAP73; FAM138D; ZNF775; PTAFR; ZNF419 SLC45A3; LRP1; ZNF703; ZNF764; ACAP3; TMEM2; RSPH9; ADAMTS 13; FAM22D; HCN2; HDGFL1; KIAA1033; LOC100132111: LOC284751; MUC5B; SLC7A11-AS 1; 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 MNS 1; 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; RPS 14; 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-AS 1; HDDC3; SULT1C2; CHRNA7; GOLGA6L5; NOMO3; TICRR; MTBP; EFNA1; MTERF; NOG; TLR10; TUBA3FP; WDR11-AS 1; 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; ADAMTS 1; B9D2; C12orf52; MAMSTR; CYR61; ALPI; KCNH8; RNF113B; ZFPM2; ZNF341; DRD4; EPN1; WNK1; FABP3; ZFYVE27; DLGAP1-AS 1; PLAG1; CD1E; GIN1; CLEC17A; AIPL1; AXL; FAT3; LOC338739; LRRC3; TNNI1; CFH; BTBD8; SPAG1; IL20RB; L3MBTL1; DUS4L; SIRPB 1; 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; SPAT A31A4; ZNF287; KIAA1524; KIF14; GABRR3: LINC00207; GEMIN7; ZSCAN10; EPHX3; FSD1L; GJB7; KRTAP20-4: LINC00486; LOC 100507584; LOC440896; MTRF1; MUC21; NR1I2: PRSS46; RIMBP3; TCEAL1; ERNl; FLJ27352; IL5; TYW1; ZNF259: AKR7A3; FITM2; SPINK4; MED26; MIF4GD; TBL2; CBR1; KIR2DL3: RINL; PNPLA8; SGIP1; GPN2; RAD52; TRPV1; DNAJC17; KDELC2: MONIA; LRRC69; NOP9; LPPR2; TH; P2RY11; DAND5; BCKDHA: TMEM17; CADM2; CHRDL1; IGSF9B; PDE9A; IFFO1; CXorf40B: KNDC1; HOXD1; CA5BP1; RHBDL1; SLC12A4; ABCB1; 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; SOSTDC1; 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; LOC 100129858: TBC1D4; SDC2; SLC5A5; PCMT1; PHLDB1; 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: MUL1; TRMT5; ZNF770; THNSL2; ACTG2; RRH; CD6; TMEM97: TNFRSF13C; VENTX; CDKL3; KIF1A; DET1; AGXT; FGF1; LOC645638: SHANK1; CXorf40A; ATP11A; ANKS4B; Cl lorf 2; DKFZP434L187: DUXA; IL16; KIAA1875; LOC100268168; LOC100287792; PAPLN; PIGR: SYPL2; CNTNAP3B; C6orf57; CETN3; PIF1; MEX3B; LOC158572: 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; SFTPA1; MAPK11; SGMS2; PIH1D1: ARHGEF10; C3; DPT; PMCHL2; COL9A3; MYLPF; C6orfl32; ZNF665: FAM19A2; LOC100506178; PVRIG; ACTA1; IRF6; ASGR2; ATP2B1: 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; B4GALNT1; DDR1: ABCA7; ZNF608; A4GNT; AR; LOC 100289473; TEFM; SCN9A; ZBTB49: ZNF513; PVR; SH3GL3; CRABP1; BBIP1; LOC100505839; NBPF1; NAGS: SEMA5A; SLC25A15; LOC284385; C8orf86; TSPAN12; MPV17L2: CKMT1B; HNF4G; MCEE; LOC 100505687; LY9; MSR1; RND3; SEMA6B; ZNF132; B3GALT5; BCAR4; CD209; CXCR7; DIRAS3; FAM115C; FAM131B; FAM41C; GXYLT2; HMGN3; KRT72; LOC100506422; NBL1 NPSRl-AS l; 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; PDCD1; COQ10A; NDC80; ZNF268; ANKRD18A BLOC 1 S3; MAATS 1; NCR3; PDZK1; RNF180; LOC338758; LRCH1; GNB1L; YIPF2; LOC 100132987; GPR68; ABCD2; MAL2; RPL39L; MRPL34; DEPDC4; GLIPR1L2; UFM1; LRRC46; DTX1; CPNE1; TMEM79; TYSND1; TARBP1; SCRIB; BFSP1; IL18BP; VMO1; CPSF3; NLRP3; ANKS6; TRMU; HMMR; EFCAB11; PGA4; C6orfl l8; C9orf43; TDGF1; FAM83G; ARL10; C4orf48; KIAA1804; NBEA; SNORA19; CPD; PRDM10; ZNF682; ZSCAN23; SMARCA1; COA6; FAM110C; LOC283194; LOC391322; PRPH2; PVT1; SSTR5-AS 1; TBC1D29; TBC1D3G; USP44; HEY2; LOC100240735; GYS2; AASS; CBWD3; FUT2; KCNK7; OCM; PRR7-AS 1; ZNF250; DUOXA2; CHST10; LRRC23; NBPF15; AMBP; LOC100506060; PPP2R2D; ANKRD34A; ARNT2; BPHL; CLCN1; CLECIOA; DDX11; LEPREL1; LRRTM2; SFRP2; WDR3; MSTO2P; NR4A2; ZBTBIO; TIMP4; XKR3; LZTS2; MAGEB3; NEK10; TMEM174; GRHL1; TMEM163; IGFBP7; C19orf77; ZNF610; WDR72; SH3BP2; CCDC77; TECPR1; INHBA-AS 1; 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; ALMS IP; 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; LOC100131726; 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; RALGPS l; 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-AS 1; C3orf58; CCDC152; CEBPG; CHAC2; CSAD; EXTL2; FAM138C; FTHL17; GPR152; JAKMIP3; LOC100505817; LOC148709; LOC286186; LOC729444; LOC79015; LOC90499; METTL15; MT1G; PIGP; PROZ; RAB11B-AS 1; 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; C16orf 3; GPAM LOC100507206; SLC4A9; AREG; SLC12A9; SYN2; C5orf38; LRP12; LAMB 1 ; LOC255167; RBFOX3; CLIC5; CPEB3; CDRT1; HS3ST3B1; FLJ31813; ZNF184; ADH1A; LOC100287879; MDGA1; KHK; LMAN1 COMMD6; RHOT1; SPOCK1; PGAP1; LOC 100132077; PPIE; TASP1; UBXNl l; KATNB l; 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; PLEKHS 1; FAM171B; LAMA4; OSM; LOC100506305; RPS24; TGM6; TMEM119; C1R; IL23A; RTN3; TSPAN16; ROBO1; METTL13; LRRC7; FAM160A1; PPEF1; DHRS 1; C2CD2; LOC100507266; ZNF585B; LINC00340; KIR2DL1; EFCAB2; LOC 100506990; LYPD6; PNPLA4; FAM122C; GAS 6; FCRL5; HSD17B6; C14orf37; GOLGA6L9; KHDC3L SLC15A1; USP19; WFS 1; C17orf 7; FAM171A2; FNDC4; SYNPO2 TTC21A; SHROOM3; ZNF549; LOC100507410; ZSWIM5; LUZP2; TNMD GLTPD2; LARGE; PCDHGB6; NUP205; ADAM28; RGN; FZD3; LOC 170425 ; LRRC 15

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 exosomes and 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 exosomes and purified peripheral blood mono nucleated cells by contextual correlation between single gene pairs and/or clusters.

(iii) A method 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.