file: DNAmeth_Matrix_brca_output_RF.txt experiment: DNAmeth tumor: brca algorithm: RF --------------------------- file: DNAmeth_Matrix_kirp_output_RF.txt experiment: DNAmeth tumor: kirp algorithm: RF --------------------------- file: DNAmeth_Matrix_thca_output_RF.txt experiment: DNAmeth tumor: thca algorithm: RF --------------------------- file: INT_Matrix_brca_output_RF.txt experiment: INT tumor: brca algorithm: RF --------------------------- file: INT_Matrix_kirp_output_RF.txt experiment: INT tumor: kirp algorithm: RF --------------------------- file: INT_Matrix_thca_output_RF.txt experiment: INT tumor: thca algorithm: RF --------------------------- file: RNAseq_Matrix_brca_output_RF.txt experiment: RNAseq tumor: brca algorithm: RF --------------------------- file: RNAseq_Matrix_kirp_output_RF.txt experiment: RNAseq tumor: kirp algorithm: RF --------------------------- file: RNAseq_Matrix_thca_output_RF.txt experiment: RNAseq tumor: thca algorithm: RF --------------------------- ======= start list ======== Experiment dnaMeth: RBPMS2,HIGD1C,SCN3A,AIF1,BTC,ASCC1,TLDC1,USP51,LINC00113,SART1,DGAT2L6,MAP3K5,FAM150A,MAK16,FOXF1,BTBD3,ZNF397,VNN1,ARHGEF40,DHX32,CCAR2,TYMSOS,LRRC4,TMEFF2,ACAA2,TMEFF1,SCN2B,LRRC2,CYSRT1,ZNF790,SCYL3,MARK4,MARK1,BTBD8,EGFLAM,ZNF786,FOXG1,IL36B,EIF2AK4,ZNF382,HLA-DRA,DNAH12,ZNF252P-AS1,GSTCD,MIR516A2,DDX60L,ISY1,NTHL1,HLA-DOB,SPOP,PHYHIPL,OR5P2,ACER1,GAS2,PIBF1,KIR2DS4,SULT6B1,ZSCAN1,ATM,CAMK2N1,PRPSAP2,GAS5,BFAR,DUSP28,KCNQ1DN,PARP9,PKP2,FAM151B,NXPE3,C17orf100,UCA1,TPRG1L,TRAFD1,PARP4,DHX40,PARP1,TREML1,ACAD10,MIR519A2,SNORA25,GFAP,HTATIP2,SNORA23,NUAK2,SNORA22,ATP10A,YBX3,SPANXN1,CDR2L,SNORA29,RNF183,YBX2,ZNF343,KISS1,MGRN1,IL4R,ANP32A,USP11,ZNF735,FOXB2,MAS1L,BRD4,FOXB1,USP16,AMY2B,LINC00162,BHLHE41,MRPL1,ULK4P2,GIP,SNORA31,ANP32B,AIFM1,CACNG8,EGFL6,SNORA32,SNORA38,ARHGEF10,MIR769,CBWD3,VSIG10L,PDCL3,BRWD1,MYRIP,FANCD2,OR5V1,CFAP20,THOC6,LRMP,FAM153B,THOC5,AARS2,PARVB,SPATA45,CSF2,PTOV1,MEGF9,ECEL1,APC2,TRIM17,GK2,ABHD5,LRRC30,SCML1,NNAT,MIR760,UGDH,ERI1,ABHD3,ABHD2,ZNF75A,SNORA49,AMPH,SF3B1,CCDC64B,ANKS6,SERPINB10,PKD1,USP37,SERPINB11,USP35,FOXD1,MTMR7,FEN1,SPATA33,SSRP1,TXNL4B,BRD3,AIMP2,LRRC41,ZNF771,AXL,CRIPAK,LRRC48,ANKHD1,LRRC47,PHF12,MID1,SF3A2,LOC100133331,ERICH6,OR5T1,DUSP5,CFAP44,TIFAB,CFAP43,PHF19,NRAP,PLSCR4,BNC1,PLSCR3,AMOT,FAM155A,ZNF763,USP42,FOXE3,SNORA62,TXNL4A,QRFPR,NCBP1,GNA15,JDP2,GRIK2,IL18,GNA11,IL15,TGFB1,CTNNBL1,ZNF304,NUDCD2,NLRC3,ATG5,GALR1,LRRC55,RNF146,SAMD4B,NET1,RNF145,MIR345,HHIPL2,IL27,PTPRN2,MYO3B,PKIG,ANKRD33B,CSTF2T,MIR129-1,MIR129-2,LRRC69,DTWD1,SYCP3,MIAT,MARC2,ARRB1,FBXO18,RNF139,SNTG1,SPATA17,SPATA12,NFE2L3,DCUN1D4,SSC5D,ACTBL2,CCL1,ARHGDIG,MEAF6,COBL,ADORA2B,HACD3,IFITM1,FBXO40,ADORA2A,ATP1A1-AS1,DCTN1-AS1,TFE3,PTK7,CERS6,TMIGD2,CCL8,UBE2V2,IL34,G6PC3,ZNF331,EPM2AIP1,PDXDC1,MIR194-2,VRTN,ZNF326,CERS2,MIR30B,FBXW4,ADRA2A,FBXO43,AUTS2,TFF1,RNF167,TMEM30A,SDF2,OR1I1,PALM2-AKAP2,MIR548I2,GRIN1,ATG3,MPRIP,PAGR1,TRAF3IP2,FBXO39,NMT1,PDZD7,CDKN1A,NREP,NRF1,ST8SIA6,LAMP5,DYRK1B,ST8SIA5,BEX5,ADM5,HDAC9,KRCC1,HDAC8,HDAC6,NXPH4,COA4,SNORD114-12,OR1N1,PAX3,CYP3A43,SH2D4A,PRMT3,HTN1,PKN3,PAX9,GRWD1,LILRP2,SNORD114-20,ZFPL1,ACAD8,ALS2CR11,APLN,NXPH1,ZCCHC3,DCAF13P3,TMEM38A,SLC7A10,NEXN,SIGLEC16,NRDE2,CAPN11,TNFSF13B,SNORD114-31,CAPN12,GAA,UBC,ERN2,UBD,MAPRE2,CA2,UBAP2,MAPRE3,OTUD4,OR1L6,MIR7-3,OR1L3,BRSK1,TDRG1,OAF,ARID2,APLP2,APLP1,ATIC,SEC16A,DCLK3,CD4,SNX24,EHD1,RNASE12,SCNN1A,SELPLG,EHD2,DCLK1,GSTA3,CEBPB,CBL,TMC4,ISL1,SLBP,LOC284798,FAF2,MESP2,GCA,CBS,RNF111,RAB3GAP2,FIRRE,C1orf210,PMS2P4,FAM110D,NELL1,STAT5A,THOP1,MEGF11,MEGF10,MYADML,FAM86B1,OR6C4,SNORD38B,OR6C3,CD46,FAM103A1,C4orf26,IZUMO2,APOM,GJD4,C5AR2,PRAME,PLD6,BYSL,APOLD1,UBR2,KRT10,UBR1,LOC728392,DHDH,CCR7,MIR296,CAMK4,PIAS4,PMS2P2,TMEM170B,PMS2P3,BIN3,NEK7,GJA10,OR2B6,RBP7,CDK5R2,RBP1,NEK3,C11orf73,POM121L12,NEK1,RBP3,RBP2,OAS3,HOXB13,DUXA,GPR142,OTP,KRAS,IDH2,MAML3,RAP1GAP2,STX11,NR1H4,PLAGL2,LAMTOR5,GPR156,MDFI,OR2A2,IKZF3,CAMLG,FAM111A,CNKSR3,CHI3L2,AFG3L2,DDX4,OCIAD2,SEMA6A,NR1I3,DLX1,NR1I2,SEMA6C,RABEP2,OR6B3,FAM86DP,DMTF1,NOP16,CD59,C4orf32,CASC10,FUK,PLAU,LINC00698,OR10A5,OR10A6,PCDHA7,CLSPN,OR10A3,LOC100271832,JPH3,PCDHA2,MYBPC1,EVX2,LL22NC03-63E9.3,CPEB4,GNL3L,SLC26A1,MCF2L,OR10A7,PTER,CYP39A1,SAA1,GBAS,SEMA3F,SEMA3C,CHST15,SEMA3A,WASH2P,FCGR3A,ATP5H,COX17,PCDHB7,PCDH11Y,FMR1NB,SPECC1,GPR171,COX20,LRRC74A,METTL2A,PIH1D2,ARRDC2,GPR179,RAD50,LEKR1,SLC26A6,BGN,PTGDS,OR2H2,OR2H1,PTGDR,MAP3K10,SEMA4B,LIN54,STEAP2,SERP2,SEMA4A,THAP8,CXCL1,MIR25,SDCCAG8,LOC100129935,OPN1LW,THAP3,FAM193B,GPM6B,USP17L2,OR2G2,MORC4,CD177,IL10RA,DEFB116,SULT1C2,DEFB115,RPIA,BPIFA4P,NENF,CCDC163P,CD27,NSDHL,CD28,DLG5-AS1,SNORD115-6,GJB7,GJB3,CSNK1A1L,VWCE,CD1B,SNAI2,SFT2D3,SNORD115-3,CD1E,COG4,PP14571,SLC16A6,LRRN1,YJEFN3,PTCH1,UBXN6,MRPS36,GABRB1,ZNF821,CT62,TTK,TRIM52,SAE1,APOBEC3H,APOBEC3F,LINC00623,ZNF829,AIP,TRIM16L,REG3A,KRT82,TRIM47,CFAP61,OLIG3,SLC25A24,RBMS3,SMIM11,IFRD1,RC3H1,CEP83,OR4F15,MYBPHL,LINC00635,METTL7A,OR6M1,IGSF5,GOLGA8EP,RIOK3,LSAMP,CT55,PYGO1,ERC1,EMP2,OR5AR1,RAD17,ZNF845,LINC00608,PACS2,FGFR1,TWSG1,IL22RA1,MRPS14,MIR200A,BLM,REG1P,MIR200C,MRPS10,LOC644936,DAZAP1,PCED1B-AS1,RNFT1,ANKIB1,C16orf62,BMF,TMPO-AS1,RFX8,P4HB,ZNF831,TBC1D10C,MRPS23,MRPS22,TBC1D10A,RFX5,MMADHC,ZNF830,GABRA6,COX8A,SPTBN4,MRPS24,TSN,FOXP1,AK8,PLEKHA4,C16orf58,PPIE,KCTD9,SLC25A11,PLEKHA6,IER5L,NELFB,RRS1,ANTXR2,RFX3,PIP4K2A,CORT,TP53I13,PLEKHA2,SLC25A18,PLEKHA1,LRIT2,OR2A1,KIAA0226,CD8A,C11orf45,FOXK2,CXCR1,CXCR3,ARHGAP15,ZZEF1,PDCD4,PDCD2,PLEKHB2,ARHGAP22,C9orf106,ARHGAP20,PCBP3,RMND5A,EXOC3L1,EXOC3L2,CXCR6,PCBP2,OR14J1,BOC,ALX1,GABRG3,NLRP5,NLRP4,CAMK1G,FOXJ1,DMRT2,PFKM,OR10J3,NRIP2,TUT1,TYK2,OSM,DDR1,BPI,JOSD1,PANK2,EVPL,TARP,CD80,JOSD2,ZMIZ2,AKR1C8P,ITGB1BP2,KRTAP1-1,MDM4,FSHB,KRTAP1-5,TRIM77,CUEDC2,LINC00092,CPLX2,GLIS2,LINC00643,TNC,SLC37A3,C1R,OR10G8,ERCC6,MAP3K3,CEP57,ZC3H12A,SLC25A44,SLC25A42,PPAP2A,C11orf31,OR6N1,OR6N2,PINX1,TXNIP,RAD51AP2,IL2RA,KAT2B,CEP63,TUBGCP2,OR10H2,RPAP3,ATXN2,KRT74,WSB2,NRN1L,BMPR1B,SLC25A52,RPL18,TGOLN2,RPL19,SERPINA13P,TUBB2B,LTBP2,RPL14,VTCN1,CYP2D7,RPL15,STOML1,STOML3,ACBD5,LOC285074,PGPEP1,GIT2,PLS1,LSM5,LSM4,MIR218-1,RPL12,GNG4,PTPRJ,PTPRK,OR2S2,BCL2L15,YARS,BCL2L14,ADAMTS20,RCOR1,ZHX1,ZHX3,PTPRS,PTPRT,BCL2L13,PTPRO,LINC01105,ADAMTS8,LINC01102,SPAG6,MIRLET7I,SURF4,MIR219A2,CD164L2,FLII,TRAPPC1,ADAMTS3,OR10K1,TNFRSF6B,ODAM,SDHAF4,C18orf21,FLG2,PRRC2A,PPCDC,MANF,SDHAF1,PUS7,KIAA1549L,DEFA10P,CCDC102A,OR2T6,PLTP,IQSEC1,UNC45B,RANBP17,UTF1,NDUFA4L2,MAOA,MAP2K4,ROGDI,HGD,KLF15,SYNGR3,TSGA10IP,HSPA12A,APOL1,PENK,SLFNL1,MAP4,TGFBR3,MAP7,TNK1,TCAF1,FKBP9P1,NUTF2,CSTL1,ASPDH,HLF,GPR84,GPR85,LIMA1,TRPV1,AP3S2,UNC93A,QARS,KCNK13,CCNE2,PKM,SLC23A1,POMGNT2,ADCK2,NOD1,HSF1,DLEU2,MIR635,PIK3AP1,MASTL,LOC652276,ADCK3,FBXL18,CSDC2,GUSBP2,ACTA1,FBXL21,MROH9,GMEB2,LEUTX,MYADM,MAST3,CCND1,FAM114A2,OTOF,RPL3L,SIL1,G0S2,GNB3,GRAMD1C,OTOA,GRAMD1A,ZNF484,NKD1,ALPI,GPR63,CREM,GNG13,HK1,GNG12,ITM2B,ITM2C,KAAG1,CCL23,COL6A6,MPV17L2,RPL31,FAM166B,PER1,SLC4A7,PER4,ZFHX4-AS1,MIR655,SIM1,TBC1D2,SIM2,CES2,CAPN5,OR2Y1,RPL26,RPL24,TMPRSS4,CCNB1,DOT1L,LSP1,VAT1L,RPS6KA1,LARGE,GNG10,SFTPA2,ZNF460,SH3RF2,SELE,MIR645,DNM1,OR6X1,DNM2,MMS19,TPRXL,NT5C3A,HMGCR,IQGAP3,LINC01591,RRAD,TBP,ADH1A,IQGAP1,SH2D5,PGLYRP3,LONRF3,DAP,SNORD113-7,RPN2,BPNT1,SNORD113-2,PAXIP1-AS1,PHRF1,BPIFA2,TMEM203,ZNF440,SLC34A1,ARID1A,GRHL3,PISD,VAX2,VAX1,MIR301B,SSUH2,OGFRL1,KRBA2,SPDEF,MFAP1,YARS2,MFAP3,CRACR2B,HMGB1,BPIFB1,DRD1,TMEM213,MRAP,NKAIN2,ANGPTL6,TROVE2,SLC48A1,METTL3,POLE3,GPR26,BTN1A1,ADAM30,MIR620,ANGPTL1,LYSMD2,LIPT2,ZNF420,KRI1,B4GALT5,OTOP1,ADAM28,B4GALT1,HCN1,OR2M7,B4GALT3,DEFB131,DEFB133,TAF5,EPB42,MIR601,TMEM225,TAF7,DEFB136,SMG7,TNFRSF13C,OR2M2,IDH3A,TRADD,SAFB2,OR2M5,GPR32,MIR217,ZIC4,GPR39,TSC2,ZNF414,NKG7,ZKSCAN7,ACOX1,ESRG,GPBP1,DEDD,HEXB,DUOX2,PIP5K1B,PIP5K1C,SYNGR2,ALG9,TMEM234,FRMD5,TMEM230,SKINTL,PEX1,ITPRIP,FRMD8,HEY2,C15orf43,WWC3,ZNF404,RHOD,LINC01547,CSHL1,ANKS1A,METTL5,GPR19,LRIF1,LIMK1,CAPSL,FAM86C2P,OTX1,ATP6V1H,TP53TG3B,IPO9,CDK6,IPO8,SRPRB,CDK5,TMEM245,ALDH3B1,VAT1,TRPM1,CDK3,PURA,TOR2A,CHRM4,CHRM3,ULBP3,ATG4C,LIMCH1,LOC100128076,TSHR,NUP98,HBM,PPM1A,NR3C1,TMEM258,CDH4,DRGX,ESPN,CDH6,ODF4,DAD1,SH2B1,RNF144A,SCLT1,PLP2,PLP1,ALPK1,MIR1281,PDF,COL13A1,HCK,SLC12A4,TSPAN13,SMC3,FLJ34503,ACTL8,SLCO1B3,TMEM260,ZRANB2,KATNBL1,TBL1X,THEMIS2,MIR1280,CGA,FASTKD1,ADCY1,S100A6,HRNR,RARRES2,CDX2,ADCY8,B3GALT5,EFNA1,OVCH2,ATP1B4,SNCA,LEMD2,SPDYE3,PDLIM2,AQP2,PSKH1,LILRA1,OR2M1P,GAB3,IFT20,CRYM-AS1,CFH,CLEC4C,NUP37,RAPGEF2,S100A2,HERC2P4,CLRN3,PAN3,LYRM4,KIAA0141,HCFC1R1,DEPDC5,PRELP,LILRB2,MIR517B,TMEM184A,ASAP1-IT1,ATP6V1G3,TBC1D8B,ASAP2,ADRBK2,ASB14,FCGRT,ASB16,ITGBL1,TRAM2,GAD2,THTPA,SCAND2P,MIR518D,IL1RAPL2,AGRP,PLAG1,FCER1A,OR7G2,RFPL1S,SMAD7,LELP1,ECM1,CEL,PMFBP1,YY1AP1,KIAA0922,UTP14C,GYPC,COPS2,FAM96B,FAM96A,NIF3L1,TBX21,LOC440461,WBP2,SCT,TNFRSF11A,RESP18,ACTR5,FAM129B,ACTR8,DMRTC1B,NOS2,FAM129A,GMPR,RFPL3S,SLIT1,MIEN1,CTNNBIP1,TRAP1,CDR1,SNRNP48,SDS,LYZL4,ZBED6CL,TBX18,FOXD4L6,TBX19,SLC27A5,MED1,SHROOM1,MFSD6L,SHROOM2,CAB39L,FAM98B,PLEK2,CEP128,TEX36-AS1,POLR2D,POLR2C,FAM46C,SQSTM1,VWC2L,AGO2,CC2D1A,LOC100270710,TRMU,TRHDE,NOS1,PTPRZ1,SNORD114-1,MEX3A,POLR3A,FAM58A,MIR127,PRPF18,SNORD114-8,SNORD114-7,PSMD12,MAPK12,MAPK13,NEUROD1,CST9L,BCAR3,LOC399815,APOBEC2,HFE2,LRTM2,ITPKB,FGF13,KLHL1,SNORD116-20,TBC1D15,GSTM2,GP6,HOXC9,SPX,TIAM1,SLC4A1,SLC4A4,TMPRSS13,SPN,SCAMP4,RNF31,SATB2,SOCS2,SOCS3,FGF22,MRGPRX4,MIR30C2,POR,KRTAP4-9,GNS,UGT1A10,KRTAP4-7,CARTPT,MIR526A2,KIR2DL1,SLC38A1,KIR2DL4,LOC286238,COPZ2,MYL6,SLC38A4,DERL2,EIF4E3,TSHZ2,SLC38A3,SRM,GNE,COPZ1,CLU,TIPIN,NINJ1,MUM1,RRM2B,WT1,TBC1D3B,HOXA1,TOMM5,CNR1,SLC30A5,RNF10,C8orf34,SLC30A2,DDIAS,AXIN2,PTPN7,MAFG,KRTAP8-1,PTPN9,PTPN5,LSMEM2,ALOX12P2,TOMM40,DENR,WRN,TXNDC12,TXNDC17,DIO2,GLS,ABCC6P2,OR4C45,AHCYL1,TBC1D20,DAP3,PNLIP,ECHDC3,PCDHGB1,TDO2,ARHGAP5,CCT8L2,GSN,PXMP4,PXMP2,SOX15,IFNGR2,FTSJ2,TTC39A,SOX10,EGR2,PIGZ,DAW1,MIR124-2,PIGX,MIEF1,MIR197,NOL9,PRO0611,DAPK3,PCDHGB5,SACM1L,SMTN,XIRP2,HIPK2,GSTP1,SUPT3H,SLC25A51P1,RTN4RL1,MAL2,ECHS1,UGT3A2,SCARF2,CALCA,LARS,ENO2,RTN4RL2,MYOG,TNPO2,TNXB,PLET1,LTK,MUC21,CENPP,AMPD2,GPI,RNF44,OR3A3,SP1,CRH,ANXA13,GPT,NFIC,RNF40,PDP1,LDHA,OR8S1,RPL22L1,EPC1,TMEM145,GRIN2C,GRIN2D,C20orf194,SERPINE1,CCR10,ILK,VMA21,YEATS2,ZNF106,CDH24,STAG1,STAG3L4,BTF3P11,FAXDC2,PIK3CB,MYLK2,OLFML2A,LIG4,F7,NCAPD2,MAPK1,OGFOD2,NPC2,MED15,TMEM138,PRKRIP1,F2,MAPK3,ABAT,ARL8B,PMP22,MCTS1,SLC35E2B,RAD23A,ACSBG2,RER1,KIAA1919,RIC1,POTEH,POTEM,CASZ1,MIR138-2,UBASH3A,NAT10,POTEF,FH,ZNF528,MARCH10,SEPT10,C7orf43,SRSF2,BTBD16,TMEM117,SRSF5,C7orf49,ARF1,FAM214B,GHDC,GK,AREG,FGF6,FGF5,ZNF536,LZTS2,LOC729609,ERCC6L2,KCNAB3,TAF1A,ZNF155,ZNF154,BNIP3,LNPEP,ZNF148,SRPR,SNPH,MC5R,CEACAM18,GPHB5,ARL5B,PRSS35,FGF2,IHH,ZNF546,KDELR2,TMCO6,HIST1H1E,SH3PXD2A,HYAL3,HIST1H1A,LYZ,PKDCC,MIR320D1,SERPINB6,CARD18,LOC729603,GPHA2,ARL4C,TMCO2,ARL4A,DEGS1,ZMYND12,ZNF559,OR5D13,ZNF557,C5,NHLRC2,KTI12,LRRTM2,EXOC6,PPP3CA,ACSL4,NBEAL2,ZNF562,MANBAL,PRSS12,ETFB,WNT8A,LINC00336,ZNF560,IL3,PDK2,ZNF565,ZNF568,PDK4,MYF5,STAB2,CLEC11A,WNT7B,KIAA1143,KCMF1,EPGN,CP,CD302,PRSS22,PRSS21,IL2,AKNA,MIR527,ZNF584,LINC00312,DBF4,NDUFAB1,INO80,TCEAL2,CSNK2A2,IDS,AQP4-AS1,DNAJC8,ZNF578,PMS2,PRR23B,EBI3,PMS1,SCRT2,POU2AF1,MIR92B,BEND5,CHODL,LRTOMT,PNPLA3,POLR2J2,TMEM106C,REM2,TESK1,C2CD4B,ZNF589,RELN,HMX3,HIST1H4L,HIST1H4K,MEIS1,ABCA5,EDRF1,HIST1H4A,SYAP1,HIST1H4E,OR2T33,SLC35F4,ZNF598,SLC35F5,HIST1H4I,GABRP,HIST1H4H,GABRD,PRB2,RAB8A,RAB8B,ABCB8,S100P,EHMT1,FSCN3,SNORD126,SYT11,MET,NR4A2,BFSP1,NR4A3,MYPOP,CYB561,P4HTM,SPRYD4,DNMBP,MUC4,CXCL14,SLC35G1,CXCL16,P2RX3,ASAH2B,PTTG1IP,FABP4,HIST1H3E,DNAJB4,SLC5A10,ABL2,NAT8L,HIST1H3I,KIF23,FOXN3-AS2,CLDN4,NIPSNAP3A,SLCO4A1-AS1,SKAP2,NDUFAF3,C17orf64,SPRY2,RAET1E,CASP9,OR2T10,SLC1A6,OR2T12,C7orf73,SUCLA2,PPP2R1A,C17orf74,UNQ6494,CYCS,LOC284578,IRF2BP2,FAM216B,PMM1,LEFTY1,MAN2A2,DHRS1,DHRS3,CNTN2,CLDN2,TXNRD1,FKBP5,HAUS1,UPP1,BTN2A2,OR51F2,CAAP1,PTCHD4,PTCHD3,FAM13A,FAM13B,C17orf47,GRAMD2,SMOC2,COL9A2,MPPE1,TRDMT1,FCN1,OR8I2,PP2D1,GTF3C2,GTF3C1,EXO1,AMHR2,NOX4,OLR1,GMDS,KL,SCRN1,C17orf53,HID1,EXO5,XPNPEP3,COL5A2,ZBED2,SLC35C2,CYBA,ZBED5,ID1,PROCA1,GDF11,DSC2,GDF10,ID4,TPTE2P6,ADAMDEC1,OPRD1,GDF3,MIR1208,GDF1,MIR1207,GDF7,GDF5,LUZP1,SNORD18A,BBOX1,AUNIP,MTG2,OR8A1,HCG27,YDJC,OPTC,WFDC10A,RPP21,PPARGC1B,C12orf73,TRAPPC11,C12orf71,CATSPER4,HES5,MLLT10,RAB17,HES2,PARP15,PLA2G2A,MNT,PRDM1,PLA2G2E,MIR548Q,TEX35,EPS8L2,OLFM4,PIPSL,CATSPERB,CALY,CHKB,NPIPB3,BDKRB1,LETM2,LINC00899,UPRT,NAA50,LINC00895,NGRN,SLC31A2,WDHD1,ASPSCR1,GDE1,CELSR3,ZBTB40,C12orf49,HILPDA,TPD52L2,SEPN1,UAP1L1,TPD52L3,GNAT3,PXDNL,OR12D2,MIR1283-1,OR12D3,TCEB3B,PCNXL3,TCTA,RNF5,BCO1,ALG10,GOSR1,GRK5,CLCN4,NCOR2,SNORA80A,PRH2,HELT,LOC91450,OR52A5,SOBP,TAS1R2,TTLL3,EFHD1,AGPAT5,LINC00474,FITM2,LINC00471,FANCE,NEURL1B,FANCF,GPX7,SMCO4,MIR143HG,C12orf42,AGPAT2,MIR1250,DSN1,ICAM5,CAMP,LINC00476,GRM1,RBBP9,ZDHHC15,KCNA10,PROK2,G6PC,CYP27A1,ZDHHC13,RPS4Y2,RIN2,RIPPLY2,PATE3,CHL1,PATE4,SLC39A14,PRF1,KLC4,ZBTB14,PTRHD1,RPP14,MIR125A,CYP27B1,RAB43,PGBD1,LY6E,OR5E1P,LY6H,APBA2,BCL3,FUT1,PNMAL1,ETV6,MLLT6,AFAP1,FAM89A,FAM89B,EIF4ENIF1,MOGAT2,GDI1,GDI2,PNLIPRP1,MIR1276,NPR1,NPR3,LINC00461,TEX15,RAB36,TEX19,TMTC1,TEX11,SLC22A17,F2RL2,RPS2P32,PKMYT1,OR4D11,SLC22A10,OCM2,ACSS1,ARL11,PDRG1,PRKACB,PICK1,MFI2,HRK,MRGPRD,SNHG6,MRGPRF,MRGPRG,NPEPPS,SNHG3,GAGE1,CBLN1,MRPS18A,FGFR1OP,AKAP5,ASB2,AKAP8,NRSN1,CLIP4,SEPT6,UBAP1L,SNX9,CCDC18,AGFG1,SNX6,TMEM81,PRAMEF22,TCL1B,FXYD5,FXYD6,ZMYND8,FXYD7,PRR7,ITGB6,LMTK2,HEG1,EIF3I,GLO1,EIF3M,DBX1,SEPW1,CCDC27,FANK1,BMS1P5,MYLPF,ITGA2,SNW1,PDZK1IP1,TMEM8B,FCAR,CCDC33,CYFIP2,MTOR,ODF3L2,PHF7,NYNRIN,UQCRC2,SLC5A3,HECW1,UQCRC1,GM2A,CCDC39,TMEM177,CLEC17A,TMEM174,KLHL25,CCDC42,EVI2A,EMID1,ACTR1A,CPSF4L,MSGN1,FAM83G,FAM83F,HPD,SVOP,FAM58BP,HMBS,PRKCI,TMEM71,CHST3,CHST4,LDLRAD3,LDLRAD1,CHST1,PRKD1,PRKD2,CHST8,UBE2M,COMMD2,SNORD85,NGFR,LOC100133669,UBE2S,AOC1,UBE2T,COMMD5,PRKCZ,GPRC5C,UBE3A,PRND,C20orf141,TMEM156,UBE3D,FAM136A,MAP3K7CL,PATL1,IL17REL,TMEM33,IFITM4P,SLC39A7,ZNF609,HRG,SLC39A6,TMEM87A,GPS1,CCDC68,SH3BP5,SVOPL,MPG,KLHL38,TSLP,OR4F6,HPX,TMEM43,LSM11,NGDN,METAP1D,SLC5A6,TMEM86A,IRF4,ALOX5,POFUT1,ZBTB8A,SH3BP2,LOC389705,SLC2A4RG,XRCC3,PLEKHM2,PLEKHM1,LINC00264,HOXD12,CCDC148,ZNF250,RANGAP1,ZNF638,ZNF254,HOXD10,MAGED1,CCDC141,CCDC140,WDR75,ADAM6,HTR1B,NKPD1,WDR77,TIGD4,C3orf79,FAS,DDRGK1,TADA2A,CRYAB,ZNF646,PPP1R3A,CCDC132,C1orf64,CLHC1,GRB10,WDR86,RPS19,MIR874,TGIF2,RPS10,ZNHIT6,CD226,MANSC4,ZNF611,MGAT5B,TRIM64B,GGCT,CCDC92,SNORD47,LY6G6C,SNORD46,MAGEA1,MAGEA5,SNORD115-44,DAAM2,HADHA,ZNF616,SORCS3,MAGEA4,P3H2,HCRTR2,ADRB3,ZNF227,PPP1R3C,ZNF226,P3H3,C19orf26,ZNF224,NAGA,OR56B1,TCF4,SLC28A1,RPS23,ZNF69,SNORD57,CCDC81,PCDH10,SNORD53,PCDH15,CDC20B,TFCP2,ZNF221,TNNI3,ZNF628,KCNK3,MAGEB6,ZNF629,KCNJ5,OR56A4,CLGN,WDR63,C19orf38,WDR64,H3F3B,OR56A5,PDIA3,FAM3C,FAM3A,RASAL2-AS1,PDIA5,HIST2H2AB,MTHFD2,WDR37,DYNLL2,P4HA3,CREG1,SNAI3-AS1,ANGPT2,MBLAC2,DPP4,MBLAC1,STX4,CLMP,KIAA1841,ZNF284,CNOT10,PTF1A,KCTD21,KHDC1L,FBLIM1,KCTD20,MAPK1IP1L,WDR48,PLEKHH3,CHSY3,ALG10B,PLEKHH2,LINC00207,NAB2,ANKUB1,TCHP,C1QL2,RASD1,RGPD4-AS1,WDR46,ENOX1,KIAA1429,MFSD7,USP27X-AS1,MFSD9,RAMP2-AS1,PCDHB10,ZNF34,DGKA,PLEKHG3,NUMA1,PLEKHG2,C3orf52,EZR,WDR17,RNASET2,PLEKHG6,WDR13,PCSK9,FBXW12,HTR3A,ZNF266,KCNE3,HIST1H2BA,CPT1B,DGKQ,HIST1H2BD,ZNF264,ZNF25,NID1,PDE3A,ZNF669,WWTR1,KANK4,PPP1R17,RLF,MNAT1,P2RY10,SOST,DPM2,NLRP11,ZBTB2,NMBR,HIST1H2AM,CMTM3,ECEL1P2,GFRA2,RETNLB,KCNC4,CTDSPL,STK36,EIF5,TSPAN6,JAG2,SLC7A9,OSGIN2,LINC01300,MTHFD1L,CBFB,ST3GAL1,OLFML1,SLC2A7,OLFML3,DDX23,SLC2A3,ANK3,RNASE7,PDE4A,PDE4B,FAM90A7P,DDX20,C1orf116,SSX8,PSD3,MTA1,RBKS,DLL1,PDE4C,DIS3L,TATDN3,PODXL2,AKR1B15,HSPB8,PSCA,HSPB3,UGGT1,AFTPH,C1orf146,FGR,BBS7,OTUD6B,LCN9,CENPBD1P1,LINC00942,OPN1SW,TIMP2,OAZ2,PDE6A,ZNF699,MIR410,ZNF695,PRIMA1,MSMO1,CCPG1,GINS3,THUMPD1,MTHFSD,SLC6A16,CACNA2D3,ARMC1,DDX58,PDE7B,EAF1,PRKAR1B,ARMC9,OR52E8,TOMM40L,HYALP1,DDX50,RSPH14,CARS2,SPTA1,TRIP6,NOMO2,MS4A15,FAM25A,DPH1,SLFN5,SNORD115-14,VGF,RAB3IP,FEV,AKR1C2,DCAF13,GPC5,GPC2,HMOX1,RASL10B,GTF2A2,LOXL4,TAS2R20,SCARNA21,MIR431,DCAF16,EBAG9,PPIAL4A,KTN1,GAGE2E,RB1,C14orf79,BBS1,SNORD115-11,GINM1,CDK2AP1,CARM1,GPAM,TRAPPC10,SEC23B,ABLIM1,PGS1,PUSL1,IRX2,VPREB1,LINC00908,TYW5,TKTL1,SMUG1,ANXA6,C1QTNF6,TAS2R42,B4GALNT4,HSPA5,LOC285740,HSPA8,CHD3,COL4A3,BOD1,CHDH,RNASE1,TMEM45B,TRNP1,CREB3,ASIC4,OR9G4,RCAN3,FAM9C,RASL11B,CCDC112,PPP1R9B,AMDHD1,CCDC110,SMPD1,JAK1,CCDC117,C2orf80,MIF4GD,FEZ2,SLC14A2,DMBT1,CALHM2,LYPD4,SYT5,C2orf61,SYT9,PTPN22,SYT6,ZNRF1,RNF214,DNASE1L1,PITX3,EIF2B4,F11,POLK,POLH,DUOXA2,NKX2-6,AARS,POLE,CYMP,RNF222,TBR1,BOLL,RFC4,NAV1,HHLA2,C2orf54,MAD2L2,MRPL46,MIR383,LPPR5,PRLHR,RFFL,BOP1,MIR380,EPR1,LAMB2,LOC100133985,TCTEX1D1,GALNS,SKA2,SKA1,LINC01278,NKX2-2,LCMT1,NPB,AGBL1,CREBBP,CDC26,MCAM,ATP13A3,ABCG4,S100A12,C6orf1,ATP13A4,SFRP5,TULP1,LBX1-AS1,CBLC,NPY,CSRNP3,LAMA5,CSRNP2,MAGEB18,UCKL1-AS1,UTP20,ZNF37BP,ENG,ATAD2B,MCHR1,ABCF3,ABCF2,OR1A1,TAS2R5,OR1A2,DNAJC10,RNGTT,BAG5,SLC25A3,TAS2R7,EPSTI1,RBM48,EMBP1,LOC100240734,LOC100132831,EMC10,SH2D1B,IP6K2,RBM43,RASIP1,RPH3AL,CYB5A,CBR4,PSG1,HERC2,ZCCHC16,ANKRD27,PDCL3P4,CHMP1B,LINC00965,ANKRD22,PSG6,MIR892A,RBM38,RBM39,TPH2,TOP3B,CLDN17,CLDN19,STATH,MTVR2,NMB,CLDN15,NXT2,BEST4,ANKRD36,PLCL1,MIR891A,ANKRD35,CBR1,GNPTAB,STRIP2,SPATA4,SPATA8,LCN15,FZD9,SERGEF,FZD8,SCP2D1,TBX3,NAT1,TBX4,NAT2,OC90,AGTRAP,TENM4,MRPL24,MRPL21,TENM1,JMJD7,TENM3,PBX1,NLN,RBM15,LINC00202-1,ABCC5,DNAJC5B,TBK1,LMAN2L,FAM189B,MORF4L2,OR5L2,MYL10,ANKRD55,TLR8,CBX6,KRTAP6-1,STARD5,DIRC2,MUTYH,CGGBP1,SRRM1,ORC5,ORC6,TPT1-AS1,C10orf25,MAGEL2,KIAA0754,SPOCD1,ABHD16B,CDKL2,PSMA2,TNNT3,ISCU,ABHD17A,PSMA6,PSMA5,KIAA1875,SYVN1,WNT5B,SOX3,SOX4,SOX6,ELK3,CHMP2B,KHDC3L,B3GNT8,GCKR,SBK1,ENTPD7,PLCH1,LRFN1,ENTPD6,HECTD3,B3GNT3,EPHX4,KCTD19,EPHX3,HEATR1,MALT1,SYCE1,ATF7IP2,NFKBIL1,PSMC4,BBC3,PSMC2,CPNE1,WDR3,KIAA0355,ARL13B,C10orf55,ADGRF2,NAMPT,CPT2,ADGRF4,C10orf71,PSPH,PCGF2,MCM7,SETMAR,ATP8B1,KLK11,LINC00174,C10orf120,KCNQ2,DUS1L,LINC00173,ADGRE1,CPTP,MMEL1,WBSCR17,FAM186B,MCM2,MCM4,MCTP1,MAGT1,ZNF717,ZNF716,PEBP1,PSME4,ZNF98,INPP1,C19orf73,ADGRD2,CD244,NDUFB5,ING2,SPOCK2,MGMT,C10orf95,SPRR2G,SPRR2E,GSG1L,KRTAP10-12,FAM107B,PLCD3,SNORD116-1,ERH,MSH2,NXF2B,KIF18B,RGS19,ANKAR,RGS13,GSG1,ELFN1,CYP4F8,PSMG4,MICALCL,SLC6A9,ACTRT2,ADNP2,ACTRT3,SLC17A6,RGS21,NTS,SLC6A7,SLC6A5,SPRR1B,CASP12,SLC6A6,ATP8A2,SETD3,TSSK6,NTM,MGST2 Size of list 2574 ======= start list ======== Experiment rnaSeq: MEF2A,SCN3A,SCN3B,RORC,RADIL,MAMSTR,MAP3K5,USP53,MAP3K4,USP54,RPLP1,ZNF397,LRRC4,ACAA2,EFCAB10,ARC,GATM,EFCAB14,UBE2J1,SCYL3,UBE2J2,MARK3,MARK1,ZNF37A,PPP1CA,RCC2,TAGLN,JUN,TFPI,EIF2AK3,NCR3LG1,ORAI2,RALGPS1,LOC392196,FAM19A1,ARIH1,DUSP19,ALDH4A1,KBTBD7,ARNTL2,DHX9,TAOK1,GAS2,HBA2,GAS1,ACACB,IGIP,GUCY2C,SFMBT1,USF2,GGN,GAS5,GH1,RAPGEF4-AS1,PARP9,PKP3,RGS6,TSGA10,POP5,FOXI1,GFAP,LINC00158,SNORA21,EZH1,LINC01600,UBE2G2,ZNF347,LRRC15,SCIMP,YBX1,ZNF343,USP19,MMP20,TYR,CILP2,IL1RAP,USP10,SLC22A5,USP16,AMY2B,GHR,PARVG,NFKBIZ,MRPL1,EGFL7,AIFM1,SLC22A8,ANP32E,CPXM2,CACNG3,CFTR,RFTN2,DGUOK,ARHGEF12,KLHDC4,MMP14,MMP13,ELMO3,ELMO2,MMP11,FMN2,IGFN1,NAALAD2,ALOX15,CFAP20,CPXM1,THOC6,USP25,PARVA,MIDN,SNORA46,TRIM14,PI4KAP1,AZIN1,PART1,SF3B6,SF3B5,COLGALT1,NECAB1,IGSF10,MTMR2,MTMR1,COLGALT2,SORBS1,FMO1,SORBS2,DHCR7,FMO2,PKD1,FOXD2,PAPSS1,USP34,ABCA12,SNORA53,AIMP2,RNF19A,TRIM29,TRIM28,NBPF11,IGF1,PHF10,TMEM5,IGF2,MID1,SNORA5A,TUBBP5,PLSCR1,GANC,PLSCR4,CFAP47,LRRC3B,PLSCR3,FAM155B,GAMT,RNF19B,USP48,SPATA2L,PSAT1,USP42,HPGD,DUSP7,USP44,FDCSP,MPZL3,GNA13,IL16,ATOX1,GRIK4,OR1J4,PRKCSH,GPAT3,OTUB2,IL11,RNF141,LRRC56,FBXO27,GALR2,FRS3,LRRC55,API5,HLA-A,B3GNTL1,TACC3,RNASEH2B,RUBCN,IL11RA,TACC1,IL20,SKOR1,HIF1A,ARRB1,SPATA17,NFE2L2,LRRK2,SMARCA1,SMARCA2,CCL3,CRHR1-IT1,ADAMTSL2,ADAMTSL3,ADAMTSL4,ADAMTSL5,IL32,IL33,ATF1,NR2C2,RABGGTA,PRUNE2,CERS2,PTK6,FBXO43,SCN9A,FBXW2,FBXO44,AUTS2,FBXO48,ERCC6L,ARHGDIB,SEC11C,THSD7B,FBXO38,PAGR1,TRAF3IP2,HDAC4,ATF3,PDZD9,THSD1,COA6,LAMP5,RNF152,ATF7,RGAG4,FBXO31,FBXO32,ZNF319,PDZD2,SDE2,HDAC6,NXPH3,HINT3,E2F2,IGDCC3,CNRIP1,E2F8,PREX2,PINK1,CAD,PAX3,LOC643387,SH2D4A,PRMT3,PRMT2,PAX9,SPINT2,PRMT6,PIWIL2,TREH,CAT,ACAD9,APLN,NRG2,IMPDH1,ZCCHC3,SSBP3,TMEM38A,PKN1,STXBP3,EDAR,SIGLEC14,SLC7A11,TBCK,TRDN,FOXD2-AS1,SDC1,CAPN10,CA8,CAPN12,TBCC,CA4,ZFPM2,MAPRE2,DMC1,OSTC,SLC7A6OS,PHLPP2,HS3ST5,MAP3K14-AS1,BRSK1,WDYHV1,L3HYPDH,SEC16B,TMED6,RNF125,APLNR,TMED2,FIGN,SCNN1G,CD6,VPS39,CD7,CEBPE,RNF5P1,CEBPD,SAMD14,SERHL,CYP20A1,TMED9,DUBR,BAX,HIF3A,FAF2,FAF1,APIP,ALKBH2,PRR18,FAM110A,EDN3,PNMA2,FAM110D,CADM2,MORF4,STAT5B,CCT3,SIDT1,KLHDC7B,HIBADH,CD48,CYP4Z2P,DDX17,DDX18,AAGAB,CEP290,FAM103A1,DDX10,APOM,C11orf88,APOO,COL10A1,TXNL1,SGPL1,ANAPC2,C11orf87,BCR,PRAME,ANAPC5,LOC728392,EEPD1,LHFPL2,FAM86C1,BTF3L4,ACAP3,FAM66E,CD34,LCA5,FBXL5,CAMK1,FBLL1,CDCA7L,FBXL6,MDH2,FBXL3,MDH1,NEK7,FBXL2,FUS,ERMP1,TPST2,LMNB1,FDX1,TFCP2L1,PRR14L,OAS1,SFXN1,ACAT1,TK2,PLAGL1,CAMKV,PLAA,METTL25,TAL1,STX17,MAML3,C4orf47,SBSPON,MDFI,BHMT2,CRIP1,ST6GAL1,KLHDC8B,GPR152,FTX,NOP10,PPA2,PPA1,TNKS1BP1,SEMA6A,CCT5,ZFHX4,SEMA6B,PLAU,NNMT,ZMAT1,JPH4,STEAP4,ATP6V0E1,JPH2,EVX1,PCDHA4,MYO7A,TSNAX,GNL3L,GJA5,CERKL,FXN,VWA9,SEMA3G,AEN,DLEU2L,GADL1,CHST12,SEMA3C,PIEZO1,VWA1,PIEZO2,ATP5H,ATP5J,STX1A,GPR171,PCDH11X,SAA4,LENG9,COL25A1,PIH1D2,RAD50,FAM196B,SLC26A5,PTGDS,SEMA4F,SLC26A7,IFFO2,MAPT-IT1,STEAP2,STEAP1,PIANP,SEMA4A,BID,MYO5A,CTXN3,FAM35DP,CPED1,CTXN1,CTXN2,NCAPH,FAM117B,NR1D1,NCAPG,NR1D2,PCNX1,BCL11B,IL10RA,ZWILCH,CCDC163P,PLEK,LRRN4,DLGAP2,HCLS1,CYP4F11,MESTIT1,CYP4F12,GJB6,PTGFR,MSRB2,BLVRA,GBA2,TEX2,PP14571,UBTF,GRIA1,FCGR2C,FBLN2,FBLN5,NINL,FBLN7,CD14,CEP72,CFAP65,RASGEF1A,FOXO1,FOXO4,MMP1,MRPS30,TTR,C16orf86,TRIM45,RBMS3,LGI4,PDGFC,ATOH8,MCOLN2,WNT6,C6orf58,IFRD2,RBMS1,CEP85,FECH,SMIM15,DTX3L,CST2,RRP8,MFGE8,CHPT1,FOXN3,COX6C,RALGAPA2,PYCR1,C16orf74,FAM222B,SLC25A32,SEC61B,TRIM33,CFAP74,RIOK3,SLC25A33,IGSF1,CST4,CT55,PYGO2,LBX2,GBP2,ZNF844,FGFR1,TWSG1,ZNF841,HMP19,BTN2A3P,GREM2,SPC24,UBE2D4,MDP1,FOXQ1,BLOC1S2,PACRG,TRO,RNFT2,ARL6IP5,KAT8,KLB,OOEP,TBC1D10B,TBC1D10A,UXT-AS1,GS1-124K5.11,RFX7,AK7,ZNF836,BRCA1,AK8,FOXP2,PPIF,KCTD8,SLC25A12,C16orf58,TRIM56,KCTD9,CIRBP,RFX2,TP53I13,SLC25A18,UBE2E2,PIP4K2C,ARHGAP10,LRIT3,CDK17,LINC00667,AMT,CXCR2,CBFA2T3,OR5AU1,BOK,ACOT12,TPO,ITIH5,LCE2D,ITIH2,ITIH3,MDN1,GABRG1,LAIR1,NLRP5,DMRT2,MRPS6,COQ7,ARHGAP23,OSM,TNFRSF9,NPTXR,CLECL1,APITD1,CD80,ZMIZ2,CFL2,CFL1,MDM2,MDM1,ZNF808,LINC00092,CUEDC2,CAMK2G,TIPARP,DNAH7,NACAD,DNAH5,TYMS,NPTX1,ERCC6,NPTX2,COMP,C9orf129,MAP3K1,C6orf136,HS6ST3,HINFP,IL2RG,ETNK2,SLC25A45,CRIM1,NEFM,HOGA1,NFASC,PARK2,TMBIM1,IGSF9B,RPAP3,WSB1,BMPER,SYDE2,SYDE1,PECAM1,TRPC4AP,TEP1,ARAP3,LINC01140,C9orf131,C11orf21,SLC25A53,SERTM1,MASP1,SLC9A4,RPL13,RUSC1,SLC9A3,PGD,ACBD7,PGR,ADTRP,FLI1,AIF1L,LSM4,RPL12,TYRO3,BCL2L15,PTPRF,CLCA4,ZHX1,PTPRR,TMEM132A,ZHX3,ZUFSP,PTPRN,MGC57346,BCL2L12,DCDC1,PTPRQ,CWH43,TMEM254-AS1,ADAMTS6,SPAG9,ADAMTS8,NAA20,KIAA1257,ADAMTS3,ADAMTS4,TRAPPC2,ODAM,IL1R2,ATP5SL,SDHAF4,MIPOL1,CYP51A1,PTH1R,MYEF2,PPT1,PRRC2B,ACP1,MANF,SYPL1,GORASP1,CDADC1,FLJ13224,CDC42EP5,TUBB4B,MKI67,MAP2K2,CYP2C9,MAOA,HGD,KLF15,IFI27L2,UG0898H09,NPY5R,AKIRIN2-AS1,HSPA12A,SYTL5,FKBP9P1,NUTF2,KCNK16,LEPROTL1,CRCP,PLEKHG4B,CCNE2,FBXL19,COPB2,SLC23A1,ADCK2,COPB1,PIK3AP1,SEPHS1P1,FBXL14,CEP170B,SIK2,ADCK4,SIK3,LAG3,ZNF493,CDC7,GUSBP2,FMNL2,FBXL21,MROH6,ARHGEF7,ACTA2,CXorf57,EXOSC5,C22orf39,GNB1,C22orf34,ZNF480,G0S2,GUCY1B3,NHEJ1,GRAMD1A,LRRIQ3,CER1,GANAB,FFAR4,TBC1D9,FHL1,FFAR2,PML,RPL36,GNG11,RPL38,MYCBP2,TCEA3,COL6A6,HPSE2,CRISPLD2,CCL21,NUP210,HK3,CSDE1,PER1,TBC1D4,RAB11A,LIMD2,SLC4A9,TBC1D1,ZNF470,RANBP3L,CAPN6,FLRT2,CXorf36,GPR75,PP7080,EXPH5,MXRA7,CCNB1,RPS6KA6,CCNB3,CCNB2,TCEB2,ZNF460,ZNF461,PERP,XPO1,SLC44A3,XPO4,CAPZA1,ADH1C,ADH1B,ADH1A,CNOT6,CNOT4,FAM49A,MIER3,NSG1,PUM1,LONRF3,MYEOV,BPNT1,LONRF2,SMIM1,HMGCL,TMEM204,ZNF441,GOLT1A,LAD1,ACTN1,GRHL3,HES6,CDO1,SLC34A3,JUNB,EARS2,PA2G4,COPG1,ZNF433,SLC40A1,TMEM211,EXTL3,HMGB3,TMEM213,MFSD4B,BRE-AS1,SESN3,ANGPTL7,RPSAP52,ECE2,POLE2,CRB2,JUND,RPL5,B4GALT6,LIPT1,TMEM223,PRAF2,TAF3,DEFB132,MRC2,EFEMP1,CRB3,SHANK2,WIPI1,SHANK3,DNA2,GPR37,PLK1,RHBDL1,TMEM220,ARID4A,LEPR,HEXA,RPRM,MFSD2A,PEX3,SYNGR1,ZKSCAN5,RPS3,FRMD3,METRN,HDC,RSPO3,MAGOHB,NFX1,EVA1B,TRPM5,TRPM8,LIMK1,NUP88,IPO9,MAN1A1,IPO8,TMEM245,TRPM2,VAT1,PPM1F,ACADVL,ATP6V1A,MBNL1-AS1,CHRM1,ATG4A,UGT2B11,MFSD11,C18orf32,GPR12,TYRP1,ADAMTS14,NR3C2,PPM1B,PRDM16,CDH4,ATP5G3,ALDH3A1,COL17A1,SHISA4,SHISA5,ODF2,SH2B1,DCX,AGAP2-AS1,PLP1,CCP110,HS3ST3A1,TSPAN13,TSPAN15,DRG2,MAN1C1,FLJ34503,TSPAN19,A1BG,LEP,DACH2,LINC01558,ZRANB2,ZRANB1,KATNBL1,LINC01554,IPPK,AQP7P1,AQP7P3,ADCY4,STARD3NL,VAPA,SNCB,PDLIM3,PDLIM1,SPATA31C1,AQP6,RFXAP,SLC26A11,FAM124B,S1PR2,BRINP1,LILRA2,IFT20,CLEC4G,IFT22,OR7C1,CHRNA7,RAPGEF3,DEPDC1B,CLEC4D,RAPGEF2,RAPGEF1,HCAR2,OXR1,S100A2,SLC12A6,PAN2,DEPDC7,PMCH,MDGA1,ABCC11,HTR4,DEPDC1,DEPDC4,NOP2,CGN,PDGFRL,CC2D2A,BHMT,SRP72,ATP6V1G3,LYRM9,FAM41C,CLEC5A,HS3ST3B1,SRSF12,MRE11A,TDRD9,ASAP2,AKAP12,DMWD,AKAP11,PIN4,ITGBL1,SERINC2,SIAE,NOM1,CDA,MTERF2,NUP54,TRAM1,FCER1A,RGPD5,BMP2,NOC4L,CFB,TRIL,ECM2,TAX1BP3,ADPRH,SOWAHB,PSORS1C1,AGR3,BMP5,ADAR,BMP6,TMOD1,SLC16A10,SLC16A11,BCAR1,COPS3,SLC16A12,APCDD1,FCRL5,WBP1,FCRL4,N6AMT1,LOC440461,PARN,PACRGL,SCX,NR2F1,CATSPER2P1,RXFP1,SNAPC1,ACKR1,CLEC1A,MED4,CKM,SDS,MED8,SUSD6,MOSPD3,SUSD4,SUSD3,SRCAP,NOL12,SLC27A5,ECH1,ABTB2,FAM98C,RPL27A,NCF1B,STARD10,SLC19A3,COL2A1,FNDC4,MEFV,PRINS,TPRKB,LOC646214,CEP131,TRMO,POLR3K,BAIAP2L1,XKR6,ATP1A4,FAM47C,NUTM2D,PSMD14,PAPOLA,PYGM,NUPR1,CLEC3B,MAPK15,GPRIN1,NRBP1,HFE2,HSPB1P1,CRABP2,FGF10,CNP,ITPKB,PYM1,FGF12,KLHL4,GSTM5,KLHL3,PNP,KLHL2,KLHL1,KLHL8,CISD1,HOXC9,GP6,HNRNPA3P1,GP2,LEPROT,SLC4A1,NEGR1,SLC4A5,RNF31,PID1,DDX39A,SATB2,SNRPN,CA11,SNORD116-28,ARNTL,GATA3-AS1,PTHLH,GOLGA2P5,SLITRK4,GOLGA2P7,TNS1,RIPK3,CARTPT,IQCG,CPD,TSHZ3,RNF17,SLC38A9,GIPC2,HOXA2,GMIP,TOMM5,HOXA5,CNR1,SLC30A4,SLC30A5,MNS1,GALE,SCARB2,TBC1D32,TBC1D31,RNF13,SLC30A7,MAFG,LPL,GABARAPL1,GALT,TOMM40,RASA4CP,DIO2,TXNDC15,FAM234A,C20orf202,HABP4,C20orf203,FAM234B,ABCC6P1,HOXB9,AHCYL1,SCARA3,MAFA,PTPN1,SCARA5,IL21R,MOB3C,PRRX1,ECHDC1,ECHDC2,ECHDC3,DPY19L2,SLA,GSS,TDO2,PAK3,SDPR,PIGH,MOB3A,ACYP2,PIGC,SOX15,SOX18,FTSJ1,ARHGAP8,RAMP1,AKT3,IFNGR1,EGR1,SOX10,BTNL9,PCDHGB7,WLS,PCDHGB2,ECT2,PIGN,SMO,EIF4G3,HIPK2,KPNA2,GSTP1,ILF3-AS1,MELK,PEG3,CALCR,PRO0628,RTN4RL1,KIAA0101,PLVAP,CRNN,SCARF1,SCARF2,KRT9,LINGO1,CDYL,KRT7,NUDT22,NUDT21,CNN1,FGFBP1,MYOC,PTPRB,CENPL,PLET1,TNXB,NCEH1,B3GALT2,FRMPD2,RTFDC1,FRMPD1,OR2A9P,ATXN7L3,PLAC8,LIPH,LIPI,SP7,CENPU,LIPE,TCP11L2,NFIB,CTHRC1,PPP2R5A,C7orf31,ITSN1,TMEM140,AGTR1,C20orf196,TAF5L,SH3YL1,TMEM145,CYP7A1,PGAM4,MED26,CCR10,ZNF106,L3MBTL4,TAF4B,MYH3,ESPL1,HLA-DQA1,SSTR3,MED15,PPP2R5E,ZNF519,MOB2,PABPC4,ACSBG2,ARF5,CHCHD7,IL17C,LOC407835,ARG1,TMEM50A,C17orf89,LYL1,CASZ1,GCSH,UBASH3A,SGIP1,UNC119,PSMG3-AS1,UPB1,EPM2A,COL16A1,ZNF525,RERG,BTBD17,NLGN4Y,SRSF7,SRSF9,AKNAD1,FAM214A,NLGN4X,ZNF112,FOXRED1,SMURF2,MAB21L1,PLCXD2,LZTS1,BACH2,LDLR,CACHD1,ZNF530,C10orf11,TP63,LINC01000,SERPINA9,ST6GALNAC4,NMUR1,CEACAM16,TMEM100,FGF1,PRSS35,KDELR1,CEACAM1,CEACAM21,HIST1H1C,HIST1H1A,CNPY3,CNPY2,ARGFXP2,HYAL4,ST6GALNAC2,CARD10,ST6GALNAC1,EPB41L2,DOK2,KLRG1,ZNF134,BNIP2,MTMR10,EPB41L5,WNT9B,OSBPL10,SERPINB4,IL12B,TMCO3,ZMYND12,C7,EXOC7,C3,TFR2,C6,NUFIP2,ZSCAN22,LRRTM2,NPAT,ZSCAN25,ATP8B5P,ACSL6,EXOC1,KIAA1551,ZNF565,RMDN2,PPHLN1,CDH13,HARBI1,KIAA1143,ZSCAN30,CDH19,LINC00323,AP4B1,CD302,RALY,LMO3,NDUFAB1,NUP62CL,CYP2W1,SRP19,PQLC2L,TXLNB,CXCL12,ZXDA,CSNK2A2,GHITM,CHIC2,CIB1,BEND4,GABPA,LRTOMT,POLR2J3,RELT,PRCC,IGBP1,VAMP5,MIR4697HG,ZNF589,RELN,ABCA8,CYSLTR1,C20orf27,NOSTRIN,MDK,ABCA6,IKBIP,LKAAEAR1,MEIS3,MEIS2,P2RY2,OSBPL1A,MORC2-AS1,LIAS,FGD5,HELLS,GABRP,FGD4,HIST1H4H,GABRD,GABRE,LURAP1,PHACTR4,EFS,NR4A1,ABCB1,NR4A3,MUC6,S100Z,ABCB5,KMT2E-AS1,P2RX6,EFHB,SLC35G2,CXCL13,CXCL16,FREM1,EBF1,FABP4,SLC13A2,NKAPP1,FABP7,DNAJB4,HIST1H3G,SLC5A11,NAT8L,KIF23,CDC14B,CLDN5,SLCO4A1-AS1,SKAP2,ACOT6,PCDH1,WISP2,SPRY1,WISP1,MAZ,CASP4,SLC1A3,PLRG1,WISP3,SLC1A1,KIF14,ARL1,CNTN5,TMEM255A,PCDH9,FAM216B,C17orf78,NEK11,C17orf77,DHRS1,DHRS4,C7orf60,SPEF2,TXNRD2,FHOD1,PMEPA1,FKBP3,PRSS1,RAG2,FAM13A,HIC2,COL9A1,SMOC2,MPPE1,FAM8A1,HRH3,LEFTY2,NFATC4,NSUN4,FKBPL,KLK7,TNFSF4,KLK3,THEMIS,MRGBP,COL5A2,SLC35C1,ZBED4,GDF10,DENND4A,DSC1,ID4,IQUB,OPRD1,GDF3,MOK,GDF1,CYP3A7,DZIP3,DYNC2LI1,LPAR4,HMGN5,SLC35A2,SOHLH2,RAB1A,GDPGP1,ATP2B1,ZGPAT,GTF2H2C,VPS13C,RSPH1,RAB25,RAB26,PI16,MATN2,RPP25,DBNL,GTPBP4,SMIM10L2A,VANGL2,MATN1,PARP10,PPARGC1A,SCEL,C1QA,TEX30,LRCH1,CATSPER2,RAB19,HES2,ATXN1L,C9orf64,MFNG,PIPSL,BDKRB2,C12orf57,PEX5L,EPHB1,RIMS3,C2orf27A,DMD,LINC00893,OLFM2,HNRNPAB,ZBTB49,UFSP2,KLF8,HPCAL4,TPD52L1,EPHA1,ZBTB43,EPHA3,PAXIP1,EPHA7,PLA2G4A,EPHA6,ETS1,ETS2,CNIH4,NTRK2,MCCD1,UTS2R,GRK5,RIT2,RPP40,PPARA,PHKB,ARSJ,IL4I1,C21orf62,KCNIP2,GLI2,KCNJ11,ART1,KCNIP4,ATG2B,FANCM,ART5,MBTD1,DIP2C,FANCI,TRAPPC6B,NSMCE3,TGFA,RAB6B,AGPAT1,ICAM1,ICAM5,PRG4,ICAM2,SPACA6,MBD6,MBD3,MBD1,RHBDD2,GZMM,AMIGO2,WDR83OS,EFHC1,MB21D1,FARSA,LTV1,SLC7A5P1,CHL1,CLUAP1,PREP,ETV7,FUT8,SLC39A13,ZBTB12,PPP6R1,TXLNG,ZBTB14,KLC2,EDEM1,MFRP,MIF,RPP14,SPHKAP,PLIN5,ATXN2L,PGBD1,PNMAL2,PLIN4,ARR3,ZNF286A,ETV5,FAM89A,BCL9,PLA2G15,RRP15,LOC388242,NLGN1,NPR1,NLGN3,BIRC5,NPR2,BIRC2,SOD3,RAB36,SVIL,TMTC1,KIF20A,SEPT4,PLXNA3,ALDH1L1,CRYGN,F2RL1,FAM179B,SLC22A11,PXDC1,MBIP,PMAIP1,SLC22A10,ACSS2,FLCN,VIPR1,GDNF,GATA1,GATA2,TMEM9B,ZNF185,PRKACA,GLP2R,ROBO3,MTO1,SMCR5,AXDND1,PRKAB1,MRGPRE,SNHG9,TCN2,RNMTL1,SERHL2,ASB1,ASB3,CLIP3,ASB4,AKAP3,FXYD1,ZC3H3,FXYD3,CAV1,FXYD4,ADCYAP1R1,DIAPH2,SNX2,ITGB5,ZC3H8,CORO2B,IRAK4,DBX2,FOLR3,UBAP2L,GNRH1,PDZK1IP1,CORO1B,LAGE3,TROAP,DNMT1,MTOR,PHF8,CLEC14A,SLC5A3,PRPH,SLC5A4,SORL1,MRVI1,IGFBP6,CCDC34,CCDC38,KLHL29,HEATR5B,KLHL26,EVI2A,FLJ16779,ACTR1B,MKKS,MKL1,FAM83H,TSKU,KRBOX4,VCPIP1,NACAP1,HPD,PRKCA,IRAK1,G3BP1,COX4I2,ADIPOR1,CHST3,UBE2I,OXGR1,PRKCE,MSC,PROC,TMEM72,PRKD1,MFN2,FAM134C,EYA4,UBE2O,MYT1L,EYA1,CHST7,CHST9,KLHL15,NUCB2,CUX2,NGFR,PRNP,UBE2T,COMMD5,SHCBP1,TMEM14EP,MSX2P1,TMEM155,PALMD,TDRD12,DTNBP1,CCDC64,LOC402644,TGM1,CCDC62,HRG,DPT,SCG2,ZBTB7B,GLRB,MAP1A,LRRC75A-AS1,PAPLN,SIRT1,MON2,SIRT2,IRF9,TMEM47,NME1-NME2,CLEC18B,TMEM44,SLC18A2,IRF2,MAPK8IP1,IGFBP1,KLHL32,CCZ1B,PLEKHM3,XRCC2,ZNF57,ZNF639,CMTR2,CCDC149,PLPPR5,RANGAP1,SELENBP1,H1FX,PNISR,ZNF638,XRCC1,CITED4,WDR81,HOXD10,CITED1,FRRS1L,FAH,CCDC141,CDCA8,NKPD1,PPP1R1A,FAP,ADAM8,ITFG2,LUC7L3,WNT10B,CGRRF1,COLEC12,PPP1R3A,SSPN,PCLO,NME6,WDR83,ZNF234,MKS1,SIRPG,ZNF235,NME1,EIF2S1,UBL4A,RPS13,MTFR1L,SCAF8,EMCN,MGAT5B,LINC00284,GGCT,ERBB3,CCDC167,ZNF232,NIFK,RBFA,DAAM1,C1orf54,ZNF615,HADHA,SORCS3,RPS27,OR56B4,CACYBP,OR56B1,RCHY1,NUDC,GPD2,MGAT4A,LY6G5B,LINC00271,EME1,PCDH10,ZNF621,ZNF833P,PCDH12,TNNI1,CD207,ZNF212,WDR62,CCDC152,GAS2L3,ZNF17,PDIA3,RNPEPL1,RASSF9,PDIA6,PDE11A,NAP1L3,TTC28,NAP1L5,RTN1,NAP1L6,MSRA,WDR37,HIST2H2AC,TOP1P1,SPG20,KCNG1,ZDHHC2,STX5,ZNF283,TLE6,NDUFA13,CIAO1,PLEKHH3,PLEKHH2,NAB1,LOC284632,CAND2,ANKUB1,SCN11A,RUVBL1,CLN5,WDR45,HSD3B2,RAMP2-AS1,KANSL1L,LINC00240,ZNF780B,PLEKHG3,DGKB,MYOM2,MT1A,PLEKHG7,PDE1C,DGKG,SOS1,PLEKHG6,PCDHB16,PDE1A,KCNE1,GALNT15,DFNB59,RASA3,HTR3C,GALNT13,HSD17B7,MAGEF1,SOAT2,HIST1H2BC,HAPLN4,GFRAL,HIST1H2BH,FADS3,PPP1R11,PDZRN4,PDZRN3,SOST,GAS2L1,DPM2,WDR24,NLRP13,CMTM3,CMTM6,WDR20,HTR2A,C14orf178,TSPAN3,TSPAN4,RBM6,DLK2,MIPEP,VCL,AGAP5,OLFML1,SLC2A6,ST3GAL3,UNC5B,ST3GAL5,DDX25,SLC2A1,PSIP1,PITPNC1,INSR,SPTLC1,NUDT5,NEIL1,CECR2,CORO6,FBP2,TRIQK,HCST,RBPMS,NABP1,C16orf13,HSPB7,PDE5A,HSPB2,XRN1,BIN3-IT1,FGR,BBS7,KCNA1,KCNA4,TIMP4,ANLN,OPN1SW,OR2L13,AMER3,COL26A1,C16orf45,FAM189A2,GMPPA,SH3TC2,HLA-F-AS1,DDX43,GINS2,HENMT1,MICU2,DNHD1,PDE6G,DDX58,PDE7B,TNFSF11,LCN6,EAF1,ARMC8,SLC7A3,GTF2F2,MYH11,CFDP1,RNPC3,CACNA1C,VCX,NOMO2,MYH10,FRG2B,CORIN,C1orf168,CHPF2,GLB1,ZNF207,TRIM2,CDC45,TRIM8,GTF2A1,DLG3,FIGNL2,SEC24D,LOXL1,AKR1C1,NBPF9,PTDSS2,NUSAP1,ADRB2,ADRB1,CDK2AP1,JAM3,XYLB,SCARNA10,TAPT1,STON1,GALNT5,IRX1,RDX,TKTL1,MACC1,TSC22D1,C1QTNF7,C1QTNF6,NUDT8,CARMN,ACVR2B-AS1,SEC22C,C2orf72,TERF2,TERF1,COL4A4,COL4A3,FAM26E,COL4A2,RNASE1,C14orf93,RCAN1,CREB5,RCAN2,FAM9C,ANXA3,RASL11B,NEB,SNED1,CCDC117,C2orf61,OR1E2,GCAT,NR2C2AP,SYT9,DNASE1L3,HTRA2,HTRA1,HOMER3,NKX6-3,H2AFY,H2AFX,EIF2B2,FAM181B,MRPL34,ISLR2,POLI,F10,FAM104B,ALDH16A1,CARNS1,UHRF1,PGM5,TBRG1,FER1L6,HHLA2,LAMC2,ADGRA1,LOC646471,SLC2A12,PFKFB4,ENPP2,ENPP3,ZNRD1,DENND2A,DENND2D,CDC37,LAMB3,LOC100133985,DRAP1,C14orf105,POLN,SKA3,C2orf40,DCAKD,AGBL2,UTP23,LCMT1,PYROXD2,INIP,S100A11,SMYD3,MCAM,MYOZ3,CSRP2,ABCG4,ABCG2,ATP13A4,C6orf1,LAMA2,GGT6,NOTCH1,GGT7,CSRNP3,SFRP1,NPY,SFRP2,FAM184B,NOTCH4,ZNF37BP,SLC46A2,WASF3,MTFR2,FAR1,ANKRD17,EDNRB,NARF,ANKRD11,SLC25A2,ALOX12B,SLC25A1,HHIP,LOC100240735,CHRFAM7A,TOP2A,LMOD3,KCNMA1,ZCCHC12,RBM41,ZCCHC11,ZCCHC18,HERC3,ECSIT,SH2D2A,NUS1,IL20RA,SIAH2,DENND3,DYNC1I2,SUPT20HL1,COL18A1-AS1,MLF2,MRPL20,ANKRD36,OR4N3P,GALK1,SPATA9,BEST3,ANKRD35,CYLD,MRPL15,IPCEF1,UGT8,SPATA7,AATK,MCF2,CDKN3,STAT1,ANKRD40,BRAT1,NAT9,FAM78A,LINC00982,FAM180B,HYDIN,MRPL28,PPP1R8,ABCC3,ABCC4,RBM14,LINC00202-1,ABCC5,TBK1,MORF4L2,CBX4,UBQLN2,CBX7,CLYBL,ABHD17C,RBCK1,PTGER4P2-CDK2AP2P2,MLKL,NANP,ENTHD2,PCDHGA11,SGOL2,PROKR1,TPTEP1,NR0B1,PSMA2,NVL,ISCU,TRAM1L1,FAM72B,CELF5,FAM72D,CD300LG,PCCB,FRAS1,LOC100128239,SYVN1,SOX5,B3GNT8,KIAA2013,ABHD16A,PSMB3,EFCAB1,HECTD3,NDRG1,SKIL,NDRG2,CLASP2,CTRL,CPNE8,DIXDC1,CPNE6,EPHX4,UST,EPHX2,CASC4,INTS12,ADGRG2,GTSE1-AS1,KCTD18,ADGRF2,ZNF80,IGLL3P,TACR1,C10orf71,RPL32P3,LGR6,LGR4,FAM109A,SV2B,ABHD12,ATP8B3,PPP1R14A,PSMD8,ADGRE2,ADGRE3,ALDH5A1,NRXN3,CCDC88C,ZNF91,LDB2,DYNLT1,NRXN1,NPAS4,IFNAR2,KIAA0895L,CTSD,VHLL,CTSH,ZNF98,PPP1R15A,OR13J1,CCM2L,PPP1R12B,SYNC,PTPMT1,GSG1L,UGT1A7,BUD13,HAND2,SYN2,SNORD116-4,PLCD3,PLCD4,UCK2,MSH6,ERH,NDUFA7,FAM188B,RGS19,FAM188A,EDA2R,BAALC,RGS16,RGS14,PSMG3,CASP10,SLC6A9,ACTRT3,PSMG2,ATP8A2,CKS2,SYNM,TSSK4,DUS4L,MGST1 Size of list 2301 ======= start list common genes======== SCN3A,MAP3K5,ZNF397,LRRC4,ACAA2,SCYL3,MARK1,GAS2,GAS5,PARP9,GFAP,ZNF343,USP16,AMY2B,MRPL1,AIFM1,CFAP20,THOC6,PKD1,AIMP2,MID1,PLSCR4,PLSCR3,USP42,LRRC55,ARRB1,SPATA17,CERS2,FBXO43,AUTS2,PAGR1,TRAF3IP2,LAMP5,HDAC6,PAX3,SH2D4A,PRMT3,PAX9,APLN,ZCCHC3,TMEM38A,CAPN12,MAPRE2,BRSK1,FAF2,FAM110D,FAM103A1,APOM,PRAME,LOC728392,NEK7,MAML3,MDFI,SEMA6A,PLAU,GNL3L,SEMA3C,ATP5H,GPR171,PIH1D2,RAD50,PTGDS,STEAP2,SEMA4A,IL10RA,CCDC163P,PP14571,RBMS3,RIOK3,CT55,FGFR1,TWSG1,TBC1D10A,AK8,C16orf58,KCTD9,TP53I13,SLC25A18,NLRP5,DMRT2,OSM,CD80,ZMIZ2,CUEDC2,LINC00092,ERCC6,RPAP3,LSM4,RPL12,BCL2L15,ZHX1,ZHX3,ADAMTS8,ADAMTS3,ODAM,SDHAF4,MANF,MAOA,HGD,KLF15,HSPA12A,FKBP9P1,NUTF2,CCNE2,SLC23A1,ADCK2,PIK3AP1,GUSBP2,FBXL21,G0S2,GRAMD1A,COL6A6,PER1,CCNB1,ZNF460,ADH1A,LONRF3,BPNT1,GRHL3,TMEM213,LIMK1,IPO9,IPO8,TMEM245,VAT1,CDH4,SH2B1,PLP1,TSPAN13,FLJ34503,ZRANB2,KATNBL1,IFT20,RAPGEF2,S100A2,ATP6V1G3,ASAP2,ITGBL1,FCER1A,LOC440461,SDS,SLC27A5,HFE2,ITPKB,KLHL1,GP6,HOXC9,SLC4A1,RNF31,SATB2,CARTPT,TOMM5,CNR1,SLC30A5,MAFG,TOMM40,DIO2,AHCYL1,ECHDC3,TDO2,SOX15,SOX10,HIPK2,GSTP1,RTN4RL1,SCARF2,TNXB,PLET1,TMEM145,CCR10,ZNF106,MED15,ACSBG2,CASZ1,UBASH3A,PRSS35,HIST1H1A,ZMYND12,LRRTM2,ZNF565,KIAA1143,CD302,NDUFAB1,CSNK2A2,LRTOMT,ZNF589,RELN,GABRP,HIST1H4H,GABRD,NR4A3,CXCL16,FABP4,DNAJB4,NAT8L,KIF23,SLCO4A1-AS1,SKAP2,FAM216B,DHRS1,FAM13A,SMOC2,MPPE1,COL5A2,GDF10,ID4,OPRD1,GDF3,GDF1,HES2,PIPSL,GRK5,ICAM5,CHL1,ZBTB14,RPP14,PGBD1,FAM89A,NPR1,RAB36,TMTC1,SLC22A10,PDZK1IP1,MTOR,SLC5A3,EVI2A,HPD,CHST3,PRKD1,NGFR,UBE2T,COMMD5,HRG,RANGAP1,ZNF638,HOXD10,CCDC141,NKPD1,PPP1R3A,MGAT5B,GGCT,HADHA,SORCS3,OR56B1,PCDH10,PDIA3,WDR37,PLEKHH3,PLEKHH2,ANKUB1,RAMP2-AS1,PLEKHG3,PLEKHG6,SOST,DPM2,CMTM3,OLFML1,FGR,BBS7,OPN1SW,DDX58,PDE7B,EAF1,NOMO2,CDK2AP1,TKTL1,C1QTNF6,COL4A3,RNASE1,FAM9C,RASL11B,CCDC117,C2orf61,SYT9,HHLA2,LOC100133985,LCMT1,MCAM,ABCG4,C6orf1,ATP13A4,NPY,CSRNP3,ZNF37BP,ANKRD36,ANKRD35,LINC00202-1,ABCC5,TBK1,MORF4L2,PSMA2,ISCU,SYVN1,B3GNT8,HECTD3,EPHX4,ADGRF2,C10orf71,ZNF98,GSG1L,PLCD3,ERH,RGS19,SLC6A9,ACTRT3,ATP8A2 Size of list 306 ======= start list non common genes======== RBPMS2,HIGD1C,AIF1,BTC,ASCC1,TLDC1,USP51,LINC00113,SART1,DGAT2L6,FAM150A,MAK16,FOXF1,BTBD3,VNN1,ARHGEF40,DHX32,CCAR2,TYMSOS,TMEFF2,TMEFF1,SCN2B,LRRC2,CYSRT1,ZNF790,MARK4,BTBD8,EGFLAM,ZNF786,FOXG1,IL36B,EIF2AK4,ZNF382,HLA-DRA,DNAH12,ZNF252P-AS1,GSTCD,MIR516A2,DDX60L,ISY1,NTHL1,HLA-DOB,SPOP,PHYHIPL,OR5P2,ACER1,PIBF1,KIR2DS4,SULT6B1,ZSCAN1,ATM,CAMK2N1,PRPSAP2,BFAR,DUSP28,KCNQ1DN,PKP2,FAM151B,NXPE3,C17orf100,UCA1,TPRG1L,TRAFD1,PARP4,DHX40,PARP1,TREML1,ACAD10,MIR519A2,SNORA25,HTATIP2,SNORA23,NUAK2,SNORA22,ATP10A,YBX3,SPANXN1,CDR2L,SNORA29,RNF183,YBX2,KISS1,MGRN1,IL4R,ANP32A,USP11,ZNF735,FOXB2,MAS1L,BRD4,FOXB1,LINC00162,BHLHE41,ULK4P2,GIP,SNORA31,ANP32B,CACNG8,EGFL6,SNORA32,SNORA38,ARHGEF10,MIR769,CBWD3,VSIG10L,PDCL3,BRWD1,MYRIP,FANCD2,OR5V1,LRMP,FAM153B,THOC5,AARS2,PARVB,SPATA45,CSF2,PTOV1,MEGF9,ECEL1,APC2,TRIM17,GK2,ABHD5,LRRC30,SCML1,NNAT,MIR760,UGDH,ERI1,ABHD3,ABHD2,ZNF75A,SNORA49,AMPH,SF3B1,CCDC64B,ANKS6,SERPINB10,USP37,SERPINB11,USP35,FOXD1,MTMR7,FEN1,SPATA33,SSRP1,TXNL4B,BRD3,LRRC41,ZNF771,AXL,CRIPAK,LRRC48,ANKHD1,LRRC47,PHF12,SF3A2,LOC100133331,ERICH6,OR5T1,DUSP5,CFAP44,TIFAB,CFAP43,PHF19,NRAP,BNC1,AMOT,FAM155A,ZNF763,FOXE3,SNORA62,TXNL4A,QRFPR,NCBP1,GNA15,JDP2,GRIK2,IL18,GNA11,IL15,TGFB1,CTNNBL1,ZNF304,NUDCD2,NLRC3,ATG5,GALR1,RNF146,SAMD4B,NET1,RNF145,MIR345,HHIPL2,IL27,PTPRN2,MYO3B,PKIG,ANKRD33B,CSTF2T,MIR129-1,MIR129-2,LRRC69,DTWD1,SYCP3,MIAT,MARC2,FBXO18,RNF139,SNTG1,SPATA12,NFE2L3,DCUN1D4,SSC5D,ACTBL2,CCL1,ARHGDIG,MEAF6,COBL,ADORA2B,HACD3,IFITM1,FBXO40,ADORA2A,ATP1A1-AS1,DCTN1-AS1,TFE3,PTK7,CERS6,TMIGD2,CCL8,UBE2V2,IL34,G6PC3,ZNF331,EPM2AIP1,PDXDC1,MIR194-2,VRTN,ZNF326,MIR30B,FBXW4,ADRA2A,TFF1,RNF167,TMEM30A,SDF2,OR1I1,PALM2-AKAP2,MIR548I2,GRIN1,ATG3,MPRIP,FBXO39,NMT1,PDZD7,CDKN1A,NREP,NRF1,ST8SIA6,DYRK1B,ST8SIA5,BEX5,ADM5,HDAC9,KRCC1,HDAC8,NXPH4,COA4,SNORD114-12,OR1N1,CYP3A43,HTN1,PKN3,GRWD1,LILRP2,SNORD114-20,ZFPL1,ACAD8,ALS2CR11,NXPH1,DCAF13P3,SLC7A10,NEXN,SIGLEC16,NRDE2,CAPN11,TNFSF13B,SNORD114-31,GAA,UBC,ERN2,UBD,CA2,UBAP2,MAPRE3,OTUD4,OR1L6,MIR7-3,OR1L3,TDRG1,OAF,ARID2,APLP2,APLP1,ATIC,SEC16A,DCLK3,CD4,SNX24,EHD1,RNASE12,SCNN1A,SELPLG,EHD2,DCLK1,GSTA3,CEBPB,CBL,TMC4,ISL1,SLBP,LOC284798,MESP2,GCA,CBS,RNF111,RAB3GAP2,FIRRE,C1orf210,PMS2P4,NELL1,STAT5A,THOP1,MEGF11,MEGF10,MYADML,FAM86B1,OR6C4,SNORD38B,OR6C3,CD46,C4orf26,IZUMO2,GJD4,C5AR2,PLD6,BYSL,APOLD1,UBR2,KRT10,UBR1,DHDH,CCR7,MIR296,CAMK4,PIAS4,PMS2P2,TMEM170B,PMS2P3,BIN3,GJA10,OR2B6,RBP7,CDK5R2,RBP1,NEK3,C11orf73,POM121L12,NEK1,RBP3,RBP2,OAS3,HOXB13,DUXA,GPR142,OTP,KRAS,IDH2,RAP1GAP2,STX11,NR1H4,PLAGL2,LAMTOR5,GPR156,OR2A2,IKZF3,CAMLG,FAM111A,CNKSR3,CHI3L2,AFG3L2,DDX4,OCIAD2,NR1I3,DLX1,NR1I2,SEMA6C,RABEP2,OR6B3,FAM86DP,DMTF1,NOP16,CD59,C4orf32,CASC10,FUK,LINC00698,OR10A5,OR10A6,PCDHA7,CLSPN,OR10A3,LOC100271832,JPH3,PCDHA2,MYBPC1,EVX2,LL22NC03-63E9.3,CPEB4,SLC26A1,MCF2L,OR10A7,PTER,CYP39A1,SAA1,GBAS,SEMA3F,CHST15,SEMA3A,WASH2P,FCGR3A,COX17,PCDHB7,PCDH11Y,FMR1NB,SPECC1,COX20,LRRC74A,METTL2A,ARRDC2,GPR179,LEKR1,SLC26A6,BGN,OR2H2,OR2H1,PTGDR,MAP3K10,SEMA4B,LIN54,SERP2,THAP8,CXCL1,MIR25,SDCCAG8,LOC100129935,OPN1LW,THAP3,FAM193B,GPM6B,USP17L2,OR2G2,MORC4,CD177,DEFB116,SULT1C2,DEFB115,RPIA,BPIFA4P,NENF,CD27,NSDHL,CD28,DLG5-AS1,SNORD115-6,GJB7,GJB3,CSNK1A1L,VWCE,CD1B,SNAI2,SFT2D3,SNORD115-3,CD1E,COG4,SLC16A6,LRRN1,YJEFN3,PTCH1,UBXN6,MRPS36,GABRB1,ZNF821,CT62,TTK,TRIM52,SAE1,APOBEC3H,APOBEC3F,LINC00623,ZNF829,AIP,TRIM16L,REG3A,KRT82,TRIM47,CFAP61,OLIG3,SLC25A24,SMIM11,IFRD1,RC3H1,CEP83,OR4F15,MYBPHL,LINC00635,METTL7A,OR6M1,IGSF5,GOLGA8EP,LSAMP,PYGO1,ERC1,EMP2,OR5AR1,RAD17,ZNF845,LINC00608,PACS2,IL22RA1,MRPS14,MIR200A,BLM,REG1P,MIR200C,MRPS10,LOC644936,DAZAP1,PCED1B-AS1,RNFT1,ANKIB1,C16orf62,BMF,TMPO-AS1,RFX8,P4HB,ZNF831,TBC1D10C,MRPS23,MRPS22,RFX5,MMADHC,ZNF830,GABRA6,COX8A,SPTBN4,MRPS24,TSN,FOXP1,PLEKHA4,PPIE,SLC25A11,PLEKHA6,IER5L,NELFB,RRS1,ANTXR2,RFX3,PIP4K2A,CORT,PLEKHA2,PLEKHA1,LRIT2,OR2A1,KIAA0226,CD8A,C11orf45,FOXK2,CXCR1,CXCR3,ARHGAP15,ZZEF1,PDCD4,PDCD2,PLEKHB2,ARHGAP22,C9orf106,ARHGAP20,PCBP3,RMND5A,EXOC3L1,EXOC3L2,CXCR6,PCBP2,OR14J1,BOC,ALX1,GABRG3,NLRP4,CAMK1G,FOXJ1,PFKM,OR10J3,NRIP2,TUT1,TYK2,DDR1,BPI,JOSD1,PANK2,EVPL,TARP,JOSD2,AKR1C8P,ITGB1BP2,KRTAP1-1,MDM4,FSHB,KRTAP1-5,TRIM77,CPLX2,GLIS2,LINC00643,TNC,SLC37A3,C1R,OR10G8,MAP3K3,CEP57,ZC3H12A,SLC25A44,SLC25A42,PPAP2A,C11orf31,OR6N1,OR6N2,PINX1,TXNIP,RAD51AP2,IL2RA,KAT2B,CEP63,TUBGCP2,OR10H2,ATXN2,KRT74,WSB2,NRN1L,BMPR1B,SLC25A52,RPL18,TGOLN2,RPL19,SERPINA13P,TUBB2B,LTBP2,RPL14,VTCN1,CYP2D7,RPL15,STOML1,STOML3,ACBD5,LOC285074,PGPEP1,GIT2,PLS1,LSM5,MIR218-1,GNG4,PTPRJ,PTPRK,OR2S2,YARS,BCL2L14,ADAMTS20,RCOR1,PTPRS,PTPRT,BCL2L13,PTPRO,LINC01105,LINC01102,SPAG6,MIRLET7I,SURF4,MIR219A2,CD164L2,FLII,TRAPPC1,OR10K1,TNFRSF6B,C18orf21,FLG2,PRRC2A,PPCDC,SDHAF1,PUS7,KIAA1549L,DEFA10P,CCDC102A,OR2T6,PLTP,IQSEC1,UNC45B,RANBP17,UTF1,NDUFA4L2,MAP2K4,ROGDI,SYNGR3,TSGA10IP,APOL1,PENK,SLFNL1,MAP4,TGFBR3,MAP7,TNK1,TCAF1,CSTL1,ASPDH,HLF,GPR84,GPR85,LIMA1,TRPV1,AP3S2,UNC93A,QARS,KCNK13,PKM,POMGNT2,NOD1,HSF1,DLEU2,MIR635,MASTL,LOC652276,ADCK3,FBXL18,CSDC2,ACTA1,MROH9,GMEB2,LEUTX,MYADM,MAST3,CCND1,FAM114A2,OTOF,RPL3L,SIL1,GNB3,GRAMD1C,OTOA,ZNF484,NKD1,ALPI,GPR63,CREM,GNG13,HK1,GNG12,ITM2B,ITM2C,KAAG1,CCL23,MPV17L2,RPL31,FAM166B,SLC4A7,PER4,ZFHX4-AS1,MIR655,SIM1,TBC1D2,SIM2,CES2,CAPN5,OR2Y1,RPL26,RPL24,TMPRSS4,DOT1L,LSP1,VAT1L,RPS6KA1,LARGE,GNG10,SFTPA2,SH3RF2,SELE,MIR645,DNM1,OR6X1,DNM2,MMS19,TPRXL,NT5C3A,HMGCR,IQGAP3,LINC01591,RRAD,TBP,IQGAP1,SH2D5,PGLYRP3,DAP,SNORD113-7,RPN2,SNORD113-2,PAXIP1-AS1,PHRF1,BPIFA2,TMEM203,ZNF440,SLC34A1,ARID1A,PISD,VAX2,VAX1,MIR301B,SSUH2,OGFRL1,KRBA2,SPDEF,MFAP1,YARS2,MFAP3,CRACR2B,HMGB1,BPIFB1,DRD1,MRAP,NKAIN2,ANGPTL6,TROVE2,SLC48A1,METTL3,POLE3,GPR26,BTN1A1,ADAM30,MIR620,ANGPTL1,LYSMD2,LIPT2,ZNF420,KRI1,B4GALT5,OTOP1,ADAM28,B4GALT1,HCN1,OR2M7,B4GALT3,DEFB131,DEFB133,TAF5,EPB42,MIR601,TMEM225,TAF7,DEFB136,SMG7,TNFRSF13C,OR2M2,IDH3A,TRADD,SAFB2,OR2M5,GPR32,MIR217,ZIC4,GPR39,TSC2,ZNF414,NKG7,ZKSCAN7,ACOX1,ESRG,GPBP1,DEDD,HEXB,DUOX2,PIP5K1B,PIP5K1C,SYNGR2,ALG9,TMEM234,FRMD5,TMEM230,SKINTL,PEX1,ITPRIP,FRMD8,HEY2,C15orf43,WWC3,ZNF404,RHOD,LINC01547,CSHL1,ANKS1A,METTL5,GPR19,LRIF1,CAPSL,FAM86C2P,OTX1,ATP6V1H,TP53TG3B,CDK6,SRPRB,CDK5,ALDH3B1,TRPM1,CDK3,PURA,TOR2A,CHRM4,CHRM3,ULBP3,ATG4C,LIMCH1,LOC100128076,TSHR,NUP98,HBM,PPM1A,NR3C1,TMEM258,DRGX,ESPN,CDH6,ODF4,DAD1,RNF144A,SCLT1,PLP2,ALPK1,MIR1281,PDF,COL13A1,HCK,SLC12A4,SMC3,ACTL8,SLCO1B3,TMEM260,TBL1X,THEMIS2,MIR1280,CGA,FASTKD1,ADCY1,S100A6,HRNR,RARRES2,CDX2,ADCY8,B3GALT5,EFNA1,OVCH2,ATP1B4,SNCA,LEMD2,SPDYE3,PDLIM2,AQP2,PSKH1,LILRA1,OR2M1P,GAB3,CRYM-AS1,CFH,CLEC4C,NUP37,HERC2P4,CLRN3,PAN3,LYRM4,KIAA0141,HCFC1R1,DEPDC5,PRELP,LILRB2,MIR517B,TMEM184A,ASAP1-IT1,TBC1D8B,ADRBK2,ASB14,FCGRT,ASB16,TRAM2,GAD2,THTPA,SCAND2P,MIR518D,IL1RAPL2,AGRP,PLAG1,OR7G2,RFPL1S,SMAD7,LELP1,ECM1,CEL,PMFBP1,YY1AP1,KIAA0922,UTP14C,GYPC,COPS2,FAM96B,FAM96A,NIF3L1,TBX21,WBP2,SCT,TNFRSF11A,RESP18,ACTR5,FAM129B,ACTR8,DMRTC1B,NOS2,FAM129A,GMPR,RFPL3S,SLIT1,MIEN1,CTNNBIP1,TRAP1,CDR1,SNRNP48,LYZL4,ZBED6CL,TBX18,FOXD4L6,TBX19,MED1,SHROOM1,MFSD6L,SHROOM2,CAB39L,FAM98B,PLEK2,CEP128,TEX36-AS1,POLR2D,POLR2C,FAM46C,SQSTM1,VWC2L,AGO2,CC2D1A,LOC100270710,TRMU,TRHDE,NOS1,PTPRZ1,SNORD114-1,MEX3A,POLR3A,FAM58A,MIR127,PRPF18,SNORD114-8,SNORD114-7,PSMD12,MAPK12,MAPK13,NEUROD1,CST9L,BCAR3,LOC399815,APOBEC2,LRTM2,FGF13,SNORD116-20,TBC1D15,GSTM2,SPX,TIAM1,SLC4A4,TMPRSS13,SPN,SCAMP4,SOCS2,SOCS3,FGF22,MRGPRX4,MIR30C2,POR,KRTAP4-9,GNS,UGT1A10,KRTAP4-7,MIR526A2,KIR2DL1,SLC38A1,KIR2DL4,LOC286238,COPZ2,MYL6,SLC38A4,DERL2,EIF4E3,TSHZ2,SLC38A3,SRM,GNE,COPZ1,CLU,TIPIN,NINJ1,MUM1,RRM2B,WT1,TBC1D3B,HOXA1,RNF10,C8orf34,SLC30A2,DDIAS,AXIN2,PTPN7,KRTAP8-1,PTPN9,PTPN5,LSMEM2,ALOX12P2,DENR,WRN,TXNDC12,TXNDC17,GLS,ABCC6P2,OR4C45,TBC1D20,DAP3,PNLIP,PCDHGB1,ARHGAP5,CCT8L2,GSN,PXMP4,PXMP2,IFNGR2,FTSJ2,TTC39A,EGR2,PIGZ,DAW1,MIR124-2,PIGX,MIEF1,MIR197,NOL9,PRO0611,DAPK3,PCDHGB5,SACM1L,SMTN,XIRP2,SUPT3H,SLC25A51P1,MAL2,ECHS1,UGT3A2,CALCA,LARS,ENO2,RTN4RL2,MYOG,TNPO2,LTK,MUC21,CENPP,AMPD2,GPI,RNF44,OR3A3,SP1,CRH,ANXA13,GPT,NFIC,RNF40,PDP1,LDHA,OR8S1,RPL22L1,EPC1,GRIN2C,GRIN2D,C20orf194,SERPINE1,ILK,VMA21,YEATS2,CDH24,STAG1,STAG3L4,BTF3P11,FAXDC2,PIK3CB,MYLK2,OLFML2A,LIG4,F7,NCAPD2,MAPK1,OGFOD2,NPC2,TMEM138,PRKRIP1,F2,MAPK3,ABAT,ARL8B,PMP22,MCTS1,SLC35E2B,RAD23A,RER1,KIAA1919,RIC1,POTEH,POTEM,MIR138-2,NAT10,POTEF,FH,ZNF528,MARCH10,SEPT10,C7orf43,SRSF2,BTBD16,TMEM117,SRSF5,C7orf49,ARF1,FAM214B,GHDC,GK,AREG,FGF6,FGF5,ZNF536,LZTS2,LOC729609,ERCC6L2,KCNAB3,TAF1A,ZNF155,ZNF154,BNIP3,LNPEP,ZNF148,SRPR,SNPH,MC5R,CEACAM18,GPHB5,ARL5B,FGF2,IHH,ZNF546,KDELR2,TMCO6,HIST1H1E,SH3PXD2A,HYAL3,LYZ,PKDCC,MIR320D1,SERPINB6,CARD18,LOC729603,GPHA2,ARL4C,TMCO2,ARL4A,DEGS1,ZNF559,OR5D13,ZNF557,C5,NHLRC2,KTI12,EXOC6,PPP3CA,ACSL4,NBEAL2,ZNF562,MANBAL,PRSS12,ETFB,WNT8A,LINC00336,ZNF560,IL3,PDK2,ZNF568,PDK4,MYF5,STAB2,CLEC11A,WNT7B,KCMF1,EPGN,CP,PRSS22,PRSS21,IL2,AKNA,MIR527,ZNF584,LINC00312,DBF4,INO80,TCEAL2,IDS,AQP4-AS1,DNAJC8,ZNF578,PMS2,PRR23B,EBI3,PMS1,SCRT2,POU2AF1,MIR92B,BEND5,CHODL,PNPLA3,POLR2J2,TMEM106C,REM2,TESK1,C2CD4B,HMX3,HIST1H4L,HIST1H4K,MEIS1,ABCA5,EDRF1,HIST1H4A,SYAP1,HIST1H4E,OR2T33,SLC35F4,ZNF598,SLC35F5,HIST1H4I,PRB2,RAB8A,RAB8B,ABCB8,S100P,EHMT1,FSCN3,SNORD126,SYT11,MET,NR4A2,BFSP1,MYPOP,CYB561,P4HTM,SPRYD4,DNMBP,MUC4,CXCL14,SLC35G1,P2RX3,ASAH2B,PTTG1IP,HIST1H3E,SLC5A10,ABL2,HIST1H3I,FOXN3-AS2,CLDN4,NIPSNAP3A,NDUFAF3,C17orf64,SPRY2,RAET1E,CASP9,OR2T10,SLC1A6,OR2T12,C7orf73,SUCLA2,PPP2R1A,C17orf74,UNQ6494,CYCS,LOC284578,IRF2BP2,PMM1,LEFTY1,MAN2A2,DHRS3,CNTN2,CLDN2,TXNRD1,FKBP5,HAUS1,UPP1,BTN2A2,OR51F2,CAAP1,PTCHD4,PTCHD3,FAM13B,C17orf47,GRAMD2,COL9A2,TRDMT1,FCN1,OR8I2,PP2D1,GTF3C2,GTF3C1,EXO1,AMHR2,NOX4,OLR1,GMDS,KL,SCRN1,C17orf53,HID1,EXO5,XPNPEP3,ZBED2,SLC35C2,CYBA,ZBED5,ID1,PROCA1,GDF11,DSC2,TPTE2P6,ADAMDEC1,MIR1208,MIR1207,GDF7,GDF5,LUZP1,SNORD18A,BBOX1,AUNIP,MTG2,OR8A1,HCG27,YDJC,OPTC,WFDC10A,RPP21,PPARGC1B,C12orf73,TRAPPC11,C12orf71,CATSPER4,HES5,MLLT10,RAB17,PARP15,PLA2G2A,MNT,PRDM1,PLA2G2E,MIR548Q,TEX35,EPS8L2,OLFM4,CATSPERB,CALY,CHKB,NPIPB3,BDKRB1,LETM2,LINC00899,UPRT,NAA50,LINC00895,NGRN,SLC31A2,WDHD1,ASPSCR1,GDE1,CELSR3,ZBTB40,C12orf49,HILPDA,TPD52L2,SEPN1,UAP1L1,TPD52L3,GNAT3,PXDNL,OR12D2,MIR1283-1,OR12D3,TCEB3B,PCNXL3,TCTA,RNF5,BCO1,ALG10,GOSR1,CLCN4,NCOR2,SNORA80A,PRH2,HELT,LOC91450,OR52A5,SOBP,TAS1R2,TTLL3,EFHD1,AGPAT5,LINC00474,FITM2,LINC00471,FANCE,NEURL1B,FANCF,GPX7,SMCO4,MIR143HG,C12orf42,AGPAT2,MIR1250,DSN1,CAMP,LINC00476,GRM1,RBBP9,ZDHHC15,KCNA10,PROK2,G6PC,CYP27A1,ZDHHC13,RPS4Y2,RIN2,RIPPLY2,PATE3,PATE4,SLC39A14,PRF1,KLC4,PTRHD1,MIR125A,CYP27B1,RAB43,LY6E,OR5E1P,LY6H,APBA2,BCL3,FUT1,PNMAL1,ETV6,MLLT6,AFAP1,FAM89B,EIF4ENIF1,MOGAT2,GDI1,GDI2,PNLIPRP1,MIR1276,NPR3,LINC00461,TEX15,TEX19,TEX11,SLC22A17,F2RL2,RPS2P32,PKMYT1,OR4D11,OCM2,ACSS1,ARL11,PDRG1,PRKACB,PICK1,MFI2,HRK,MRGPRD,SNHG6,MRGPRF,MRGPRG,NPEPPS,SNHG3,GAGE1,CBLN1,MRPS18A,FGFR1OP,AKAP5,ASB2,AKAP8,NRSN1,CLIP4,SEPT6,UBAP1L,SNX9,CCDC18,AGFG1,SNX6,TMEM81,PRAMEF22,TCL1B,FXYD5,FXYD6,ZMYND8,FXYD7,PRR7,ITGB6,LMTK2,HEG1,EIF3I,GLO1,EIF3M,DBX1,SEPW1,CCDC27,FANK1,BMS1P5,MYLPF,ITGA2,SNW1,TMEM8B,FCAR,CCDC33,CYFIP2,ODF3L2,PHF7,NYNRIN,UQCRC2,HECW1,UQCRC1,GM2A,CCDC39,TMEM177,CLEC17A,TMEM174,KLHL25,CCDC42,EMID1,ACTR1A,CPSF4L,MSGN1,FAM83G,FAM83F,SVOP,FAM58BP,HMBS,PRKCI,TMEM71,CHST4,LDLRAD3,LDLRAD1,CHST1,PRKD2,CHST8,UBE2M,COMMD2,SNORD85,LOC100133669,UBE2S,AOC1,PRKCZ,GPRC5C,UBE3A,PRND,C20orf141,TMEM156,UBE3D,FAM136A,MAP3K7CL,PATL1,IL17REL,TMEM33,IFITM4P,SLC39A7,ZNF609,SLC39A6,TMEM87A,GPS1,CCDC68,SH3BP5,SVOPL,MPG,KLHL38,TSLP,OR4F6,HPX,TMEM43,LSM11,NGDN,METAP1D,SLC5A6,TMEM86A,IRF4,ALOX5,POFUT1,ZBTB8A,SH3BP2,LOC389705,SLC2A4RG,XRCC3,PLEKHM2,PLEKHM1,LINC00264,HOXD12,CCDC148,ZNF250,ZNF254,MAGED1,CCDC140,WDR75,ADAM6,HTR1B,WDR77,TIGD4,C3orf79,FAS,DDRGK1,TADA2A,CRYAB,ZNF646,CCDC132,C1orf64,CLHC1,GRB10,WDR86,RPS19,MIR874,TGIF2,RPS10,ZNHIT6,CD226,MANSC4,ZNF611,TRIM64B,CCDC92,SNORD47,LY6G6C,SNORD46,MAGEA1,MAGEA5,SNORD115-44,DAAM2,ZNF616,MAGEA4,P3H2,HCRTR2,ADRB3,ZNF227,PPP1R3C,ZNF226,P3H3,C19orf26,ZNF224,NAGA,TCF4,SLC28A1,RPS23,ZNF69,SNORD57,CCDC81,SNORD53,PCDH15,CDC20B,TFCP2,ZNF221,TNNI3,ZNF628,KCNK3,MAGEB6,ZNF629,KCNJ5,OR56A4,CLGN,WDR63,C19orf38,WDR64,H3F3B,OR56A5,FAM3C,FAM3A,RASAL2-AS1,PDIA5,HIST2H2AB,MTHFD2,DYNLL2,P4HA3,CREG1,SNAI3-AS1,ANGPT2,MBLAC2,DPP4,MBLAC1,STX4,CLMP,KIAA1841,ZNF284,CNOT10,PTF1A,KCTD21,KHDC1L,FBLIM1,KCTD20,MAPK1IP1L,WDR48,CHSY3,ALG10B,LINC00207,NAB2,TCHP,C1QL2,RASD1,RGPD4-AS1,WDR46,ENOX1,KIAA1429,MFSD7,USP27X-AS1,MFSD9,PCDHB10,ZNF34,DGKA,NUMA1,PLEKHG2,C3orf52,EZR,WDR17,RNASET2,WDR13,PCSK9,FBXW12,HTR3A,ZNF266,KCNE3,HIST1H2BA,CPT1B,DGKQ,HIST1H2BD,ZNF264,ZNF25,NID1,PDE3A,ZNF669,WWTR1,KANK4,PPP1R17,RLF,MNAT1,P2RY10,NLRP11,ZBTB2,NMBR,HIST1H2AM,ECEL1P2,GFRA2,RETNLB,KCNC4,CTDSPL,STK36,EIF5,TSPAN6,JAG2,SLC7A9,OSGIN2,LINC01300,MTHFD1L,CBFB,ST3GAL1,SLC2A7,OLFML3,DDX23,SLC2A3,ANK3,RNASE7,PDE4A,PDE4B,FAM90A7P,DDX20,C1orf116,SSX8,PSD3,MTA1,RBKS,DLL1,PDE4C,DIS3L,TATDN3,PODXL2,AKR1B15,HSPB8,PSCA,HSPB3,UGGT1,AFTPH,C1orf146,OTUD6B,LCN9,CENPBD1P1,LINC00942,TIMP2,OAZ2,PDE6A,ZNF699,MIR410,ZNF695,PRIMA1,MSMO1,CCPG1,GINS3,THUMPD1,MTHFSD,SLC6A16,CACNA2D3,ARMC1,PRKAR1B,ARMC9,OR52E8,TOMM40L,HYALP1,DDX50,RSPH14,CARS2,SPTA1,TRIP6,MS4A15,FAM25A,DPH1,SLFN5,SNORD115-14,VGF,RAB3IP,FEV,AKR1C2,DCAF13,GPC5,GPC2,HMOX1,RASL10B,GTF2A2,LOXL4,TAS2R20,SCARNA21,MIR431,DCAF16,EBAG9,PPIAL4A,KTN1,GAGE2E,RB1,C14orf79,BBS1,SNORD115-11,GINM1,CARM1,GPAM,TRAPPC10,SEC23B,ABLIM1,PGS1,PUSL1,IRX2,VPREB1,LINC00908,TYW5,SMUG1,ANXA6,TAS2R42,B4GALNT4,HSPA5,LOC285740,HSPA8,CHD3,BOD1,CHDH,TMEM45B,TRNP1,CREB3,ASIC4,OR9G4,RCAN3,CCDC112,PPP1R9B,AMDHD1,CCDC110,SMPD1,JAK1,C2orf80,MIF4GD,FEZ2,SLC14A2,DMBT1,CALHM2,LYPD4,SYT5,PTPN22,SYT6,ZNRF1,RNF214,DNASE1L1,PITX3,EIF2B4,F11,POLK,POLH,DUOXA2,NKX2-6,AARS,POLE,CYMP,RNF222,TBR1,BOLL,RFC4,NAV1,C2orf54,MAD2L2,MRPL46,MIR383,LPPR5,PRLHR,RFFL,BOP1,MIR380,EPR1,LAMB2,TCTEX1D1,GALNS,SKA2,SKA1,LINC01278,NKX2-2,NPB,AGBL1,CREBBP,CDC26,ATP13A3,S100A12,SFRP5,TULP1,LBX1-AS1,CBLC,LAMA5,CSRNP2,MAGEB18,UCKL1-AS1,UTP20,ENG,ATAD2B,MCHR1,ABCF3,ABCF2,OR1A1,TAS2R5,OR1A2,DNAJC10,RNGTT,BAG5,SLC25A3,TAS2R7,EPSTI1,RBM48,EMBP1,LOC100240734,LOC100132831,EMC10,SH2D1B,IP6K2,RBM43,RASIP1,RPH3AL,CYB5A,CBR4,PSG1,HERC2,ZCCHC16,ANKRD27,PDCL3P4,CHMP1B,LINC00965,ANKRD22,PSG6,MIR892A,RBM38,RBM39,TPH2,TOP3B,CLDN17,CLDN19,STATH,MTVR2,NMB,CLDN15,NXT2,BEST4,PLCL1,MIR891A,CBR1,GNPTAB,STRIP2,SPATA4,SPATA8,LCN15,FZD9,SERGEF,FZD8,SCP2D1,TBX3,NAT1,TBX4,NAT2,OC90,AGTRAP,TENM4,MRPL24,MRPL21,TENM1,JMJD7,TENM3,PBX1,NLN,RBM15,DNAJC5B,LMAN2L,FAM189B,OR5L2,MYL10,ANKRD55,TLR8,CBX6,KRTAP6-1,STARD5,DIRC2,MUTYH,CGGBP1,SRRM1,ORC5,ORC6,TPT1-AS1,C10orf25,MAGEL2,KIAA0754,SPOCD1,ABHD16B,CDKL2,TNNT3,ABHD17A,PSMA6,PSMA5,KIAA1875,WNT5B,SOX3,SOX4,SOX6,ELK3,CHMP2B,KHDC3L,GCKR,SBK1,ENTPD7,PLCH1,LRFN1,ENTPD6,B3GNT3,KCTD19,EPHX3,HEATR1,MALT1,SYCE1,ATF7IP2,NFKBIL1,PSMC4,BBC3,PSMC2,CPNE1,WDR3,KIAA0355,ARL13B,C10orf55,NAMPT,CPT2,ADGRF4,PSPH,PCGF2,MCM7,SETMAR,ATP8B1,KLK11,LINC00174,C10orf120,KCNQ2,DUS1L,LINC00173,ADGRE1,CPTP,MMEL1,WBSCR17,FAM186B,MCM2,MCM4,MCTP1,MAGT1,ZNF717,ZNF716,PEBP1,PSME4,INPP1,C19orf73,ADGRD2,CD244,NDUFB5,ING2,SPOCK2,MGMT,C10orf95,SPRR2G,SPRR2E,KRTAP10-12,FAM107B,SNORD116-1,MSH2,NXF2B,KIF18B,ANKAR,RGS13,GSG1,ELFN1,CYP4F8,PSMG4,MICALCL,ACTRT2,ADNP2,SLC17A6,RGS21,NTS,SLC6A7,SLC6A5,SPRR1B,CASP12,SLC6A6,SETD3,TSSK6,NTM,MGST2,MEF2A,SCN3B,RORC,RADIL,MAMSTR,USP53,MAP3K4,USP54,RPLP1,EFCAB10,ARC,GATM,EFCAB14,UBE2J1,UBE2J2,MARK3,ZNF37A,PPP1CA,RCC2,TAGLN,JUN,TFPI,EIF2AK3,NCR3LG1,ORAI2,RALGPS1,LOC392196,FAM19A1,ARIH1,DUSP19,ALDH4A1,KBTBD7,ARNTL2,DHX9,TAOK1,HBA2,GAS1,ACACB,IGIP,GUCY2C,SFMBT1,USF2,GGN,GH1,RAPGEF4-AS1,PKP3,RGS6,TSGA10,POP5,FOXI1,LINC00158,SNORA21,EZH1,LINC01600,UBE2G2,ZNF347,LRRC15,SCIMP,YBX1,USP19,MMP20,TYR,CILP2,IL1RAP,USP10,SLC22A5,GHR,PARVG,NFKBIZ,EGFL7,SLC22A8,ANP32E,CPXM2,CACNG3,CFTR,RFTN2,DGUOK,ARHGEF12,KLHDC4,MMP14,MMP13,ELMO3,ELMO2,MMP11,FMN2,IGFN1,NAALAD2,ALOX15,CPXM1,USP25,PARVA,MIDN,SNORA46,TRIM14,PI4KAP1,AZIN1,PART1,SF3B6,SF3B5,COLGALT1,NECAB1,IGSF10,MTMR2,MTMR1,COLGALT2,SORBS1,FMO1,SORBS2,DHCR7,FMO2,FOXD2,PAPSS1,USP34,ABCA12,SNORA53,RNF19A,TRIM29,TRIM28,NBPF11,IGF1,PHF10,TMEM5,IGF2,SNORA5A,TUBBP5,PLSCR1,GANC,CFAP47,LRRC3B,FAM155B,GAMT,RNF19B,USP48,SPATA2L,PSAT1,HPGD,DUSP7,USP44,FDCSP,MPZL3,GNA13,IL16,ATOX1,GRIK4,OR1J4,PRKCSH,GPAT3,OTUB2,IL11,RNF141,LRRC56,FBXO27,GALR2,FRS3,API5,HLA-A,B3GNTL1,TACC3,RNASEH2B,RUBCN,IL11RA,TACC1,IL20,SKOR1,HIF1A,NFE2L2,LRRK2,SMARCA1,SMARCA2,CCL3,CRHR1-IT1,ADAMTSL2,ADAMTSL3,ADAMTSL4,ADAMTSL5,IL32,IL33,ATF1,NR2C2,RABGGTA,PRUNE2,PTK6,SCN9A,FBXW2,FBXO44,FBXO48,ERCC6L,ARHGDIB,SEC11C,THSD7B,FBXO38,HDAC4,ATF3,PDZD9,THSD1,COA6,RNF152,ATF7,RGAG4,FBXO31,FBXO32,ZNF319,PDZD2,SDE2,NXPH3,HINT3,E2F2,IGDCC3,CNRIP1,E2F8,PREX2,PINK1,CAD,LOC643387,PRMT2,SPINT2,PRMT6,PIWIL2,TREH,CAT,ACAD9,NRG2,IMPDH1,SSBP3,PKN1,STXBP3,EDAR,SIGLEC14,SLC7A11,TBCK,TRDN,FOXD2-AS1,SDC1,CAPN10,CA8,TBCC,CA4,ZFPM2,DMC1,OSTC,SLC7A6OS,PHLPP2,HS3ST5,MAP3K14-AS1,WDYHV1,L3HYPDH,SEC16B,TMED6,RNF125,APLNR,TMED2,FIGN,SCNN1G,CD6,VPS39,CD7,CEBPE,RNF5P1,CEBPD,SAMD14,SERHL,CYP20A1,TMED9,DUBR,BAX,HIF3A,FAF1,APIP,ALKBH2,PRR18,FAM110A,EDN3,PNMA2,CADM2,MORF4,STAT5B,CCT3,SIDT1,KLHDC7B,HIBADH,CD48,CYP4Z2P,DDX17,DDX18,AAGAB,CEP290,DDX10,C11orf88,APOO,COL10A1,TXNL1,SGPL1,ANAPC2,C11orf87,BCR,ANAPC5,EEPD1,LHFPL2,FAM86C1,BTF3L4,ACAP3,FAM66E,CD34,LCA5,FBXL5,CAMK1,FBLL1,CDCA7L,FBXL6,MDH2,FBXL3,MDH1,FBXL2,FUS,ERMP1,TPST2,LMNB1,FDX1,TFCP2L1,PRR14L,OAS1,SFXN1,ACAT1,TK2,PLAGL1,CAMKV,PLAA,METTL25,TAL1,STX17,C4orf47,SBSPON,BHMT2,CRIP1,ST6GAL1,KLHDC8B,GPR152,FTX,NOP10,PPA2,PPA1,TNKS1BP1,CCT5,ZFHX4,SEMA6B,NNMT,ZMAT1,JPH4,STEAP4,ATP6V0E1,JPH2,EVX1,PCDHA4,MYO7A,TSNAX,GJA5,CERKL,FXN,VWA9,SEMA3G,AEN,DLEU2L,GADL1,CHST12,PIEZO1,VWA1,PIEZO2,ATP5J,STX1A,PCDH11X,SAA4,LENG9,COL25A1,FAM196B,SLC26A5,SEMA4F,SLC26A7,IFFO2,MAPT-IT1,STEAP1,PIANP,BID,MYO5A,CTXN3,FAM35DP,CPED1,CTXN1,CTXN2,NCAPH,FAM117B,NR1D1,NCAPG,NR1D2,PCNX1,BCL11B,ZWILCH,PLEK,LRRN4,DLGAP2,HCLS1,CYP4F11,MESTIT1,CYP4F12,GJB6,PTGFR,MSRB2,BLVRA,GBA2,TEX2,UBTF,GRIA1,FCGR2C,FBLN2,FBLN5,NINL,FBLN7,CD14,CEP72,CFAP65,RASGEF1A,FOXO1,FOXO4,MMP1,MRPS30,TTR,C16orf86,TRIM45,LGI4,PDGFC,ATOH8,MCOLN2,WNT6,C6orf58,IFRD2,RBMS1,CEP85,FECH,SMIM15,DTX3L,CST2,RRP8,MFGE8,CHPT1,FOXN3,COX6C,RALGAPA2,PYCR1,C16orf74,FAM222B,SLC25A32,SEC61B,TRIM33,CFAP74,SLC25A33,IGSF1,CST4,PYGO2,LBX2,GBP2,ZNF844,ZNF841,HMP19,BTN2A3P,GREM2,SPC24,UBE2D4,MDP1,FOXQ1,BLOC1S2,PACRG,TRO,RNFT2,ARL6IP5,KAT8,KLB,OOEP,TBC1D10B,UXT-AS1,GS1-124K5.11,RFX7,AK7,ZNF836,BRCA1,FOXP2,PPIF,KCTD8,SLC25A12,TRIM56,CIRBP,RFX2,UBE2E2,PIP4K2C,ARHGAP10,LRIT3,CDK17,LINC00667,AMT,CXCR2,CBFA2T3,OR5AU1,BOK,ACOT12,TPO,ITIH5,LCE2D,ITIH2,ITIH3,MDN1,GABRG1,LAIR1,MRPS6,COQ7,ARHGAP23,TNFRSF9,NPTXR,CLECL1,APITD1,CFL2,CFL1,MDM2,MDM1,ZNF808,CAMK2G,TIPARP,DNAH7,NACAD,DNAH5,TYMS,NPTX1,NPTX2,COMP,C9orf129,MAP3K1,C6orf136,HS6ST3,HINFP,IL2RG,ETNK2,SLC25A45,CRIM1,NEFM,HOGA1,NFASC,PARK2,TMBIM1,IGSF9B,WSB1,BMPER,SYDE2,SYDE1,PECAM1,TRPC4AP,TEP1,ARAP3,LINC01140,C9orf131,C11orf21,SLC25A53,SERTM1,MASP1,SLC9A4,RPL13,RUSC1,SLC9A3,PGD,ACBD7,PGR,ADTRP,FLI1,AIF1L,TYRO3,PTPRF,CLCA4,PTPRR,TMEM132A,ZUFSP,PTPRN,MGC57346,BCL2L12,DCDC1,PTPRQ,CWH43,TMEM254-AS1,ADAMTS6,SPAG9,NAA20,KIAA1257,ADAMTS4,TRAPPC2,IL1R2,ATP5SL,MIPOL1,CYP51A1,PTH1R,MYEF2,PPT1,PRRC2B,ACP1,SYPL1,GORASP1,CDADC1,FLJ13224,CDC42EP5,TUBB4B,MKI67,MAP2K2,CYP2C9,IFI27L2,UG0898H09,NPY5R,AKIRIN2-AS1,SYTL5,KCNK16,LEPROTL1,CRCP,PLEKHG4B,FBXL19,COPB2,COPB1,SEPHS1P1,FBXL14,CEP170B,SIK2,ADCK4,SIK3,LAG3,ZNF493,CDC7,FMNL2,MROH6,ARHGEF7,ACTA2,CXorf57,EXOSC5,C22orf39,GNB1,C22orf34,ZNF480,GUCY1B3,NHEJ1,LRRIQ3,CER1,GANAB,FFAR4,TBC1D9,FHL1,FFAR2,PML,RPL36,GNG11,RPL38,MYCBP2,TCEA3,HPSE2,CRISPLD2,CCL21,NUP210,HK3,CSDE1,TBC1D4,RAB11A,LIMD2,SLC4A9,TBC1D1,ZNF470,RANBP3L,CAPN6,FLRT2,CXorf36,GPR75,PP7080,EXPH5,MXRA7,RPS6KA6,CCNB3,CCNB2,TCEB2,ZNF461,PERP,XPO1,SLC44A3,XPO4,CAPZA1,ADH1C,ADH1B,CNOT6,CNOT4,FAM49A,MIER3,NSG1,PUM1,MYEOV,LONRF2,SMIM1,HMGCL,TMEM204,ZNF441,GOLT1A,LAD1,ACTN1,HES6,CDO1,SLC34A3,JUNB,EARS2,PA2G4,COPG1,ZNF433,SLC40A1,TMEM211,EXTL3,HMGB3,MFSD4B,BRE-AS1,SESN3,ANGPTL7,RPSAP52,ECE2,POLE2,CRB2,JUND,RPL5,B4GALT6,LIPT1,TMEM223,PRAF2,TAF3,DEFB132,MRC2,EFEMP1,CRB3,SHANK2,WIPI1,SHANK3,DNA2,GPR37,PLK1,RHBDL1,TMEM220,ARID4A,LEPR,HEXA,RPRM,MFSD2A,PEX3,SYNGR1,ZKSCAN5,RPS3,FRMD3,METRN,HDC,RSPO3,MAGOHB,NFX1,EVA1B,TRPM5,TRPM8,NUP88,MAN1A1,TRPM2,PPM1F,ACADVL,ATP6V1A,MBNL1-AS1,CHRM1,ATG4A,UGT2B11,MFSD11,C18orf32,GPR12,TYRP1,ADAMTS14,NR3C2,PPM1B,PRDM16,ATP5G3,ALDH3A1,COL17A1,SHISA4,SHISA5,ODF2,DCX,AGAP2-AS1,CCP110,HS3ST3A1,TSPAN15,DRG2,MAN1C1,TSPAN19,A1BG,LEP,DACH2,LINC01558,ZRANB1,LINC01554,IPPK,AQP7P1,AQP7P3,ADCY4,STARD3NL,VAPA,SNCB,PDLIM3,PDLIM1,SPATA31C1,AQP6,RFXAP,SLC26A11,FAM124B,S1PR2,BRINP1,LILRA2,CLEC4G,IFT22,OR7C1,CHRNA7,RAPGEF3,DEPDC1B,CLEC4D,RAPGEF1,HCAR2,OXR1,SLC12A6,PAN2,DEPDC7,PMCH,MDGA1,ABCC11,HTR4,DEPDC1,DEPDC4,NOP2,CGN,PDGFRL,CC2D2A,BHMT,SRP72,LYRM9,FAM41C,CLEC5A,HS3ST3B1,SRSF12,MRE11A,TDRD9,AKAP12,DMWD,AKAP11,PIN4,SERINC2,SIAE,NOM1,CDA,MTERF2,NUP54,TRAM1,RGPD5,BMP2,NOC4L,CFB,TRIL,ECM2,TAX1BP3,ADPRH,SOWAHB,PSORS1C1,AGR3,BMP5,ADAR,BMP6,TMOD1,SLC16A10,SLC16A11,BCAR1,COPS3,SLC16A12,APCDD1,FCRL5,WBP1,FCRL4,N6AMT1,PARN,PACRGL,SCX,NR2F1,CATSPER2P1,RXFP1,SNAPC1,ACKR1,CLEC1A,MED4,CKM,MED8,SUSD6,MOSPD3,SUSD4,SUSD3,SRCAP,NOL12,ECH1,ABTB2,FAM98C,RPL27A,NCF1B,STARD10,SLC19A3,COL2A1,FNDC4,MEFV,PRINS,TPRKB,LOC646214,CEP131,TRMO,POLR3K,BAIAP2L1,XKR6,ATP1A4,FAM47C,NUTM2D,PSMD14,PAPOLA,PYGM,NUPR1,CLEC3B,MAPK15,GPRIN1,NRBP1,HSPB1P1,CRABP2,FGF10,CNP,PYM1,FGF12,KLHL4,GSTM5,KLHL3,PNP,KLHL2,KLHL8,CISD1,HNRNPA3P1,GP2,LEPROT,NEGR1,SLC4A5,PID1,DDX39A,SNRPN,CA11,SNORD116-28,ARNTL,GATA3-AS1,PTHLH,GOLGA2P5,SLITRK4,GOLGA2P7,TNS1,RIPK3,IQCG,CPD,TSHZ3,RNF17,SLC38A9,GIPC2,HOXA2,GMIP,HOXA5,SLC30A4,MNS1,GALE,SCARB2,TBC1D32,TBC1D31,RNF13,SLC30A7,LPL,GABARAPL1,GALT,RASA4CP,TXNDC15,FAM234A,C20orf202,HABP4,C20orf203,FAM234B,ABCC6P1,HOXB9,SCARA3,MAFA,PTPN1,SCARA5,IL21R,MOB3C,PRRX1,ECHDC1,ECHDC2,DPY19L2,SLA,GSS,PAK3,SDPR,PIGH,MOB3A,ACYP2,PIGC,SOX18,FTSJ1,ARHGAP8,RAMP1,AKT3,IFNGR1,EGR1,BTNL9,PCDHGB7,WLS,PCDHGB2,ECT2,PIGN,SMO,EIF4G3,KPNA2,ILF3-AS1,MELK,PEG3,CALCR,PRO0628,KIAA0101,PLVAP,CRNN,SCARF1,KRT9,LINGO1,CDYL,KRT7,NUDT22,NUDT21,CNN1,FGFBP1,MYOC,PTPRB,CENPL,NCEH1,B3GALT2,FRMPD2,RTFDC1,FRMPD1,OR2A9P,ATXN7L3,PLAC8,LIPH,LIPI,SP7,CENPU,LIPE,TCP11L2,NFIB,CTHRC1,PPP2R5A,C7orf31,ITSN1,TMEM140,AGTR1,C20orf196,TAF5L,SH3YL1,CYP7A1,PGAM4,MED26,L3MBTL4,TAF4B,MYH3,ESPL1,HLA-DQA1,SSTR3,PPP2R5E,ZNF519,MOB2,PABPC4,ARF5,CHCHD7,IL17C,LOC407835,ARG1,TMEM50A,C17orf89,LYL1,GCSH,SGIP1,UNC119,PSMG3-AS1,UPB1,EPM2A,COL16A1,ZNF525,RERG,BTBD17,NLGN4Y,SRSF7,SRSF9,AKNAD1,FAM214A,NLGN4X,ZNF112,FOXRED1,SMURF2,MAB21L1,PLCXD2,LZTS1,BACH2,LDLR,CACHD1,ZNF530,C10orf11,TP63,LINC01000,SERPINA9,ST6GALNAC4,NMUR1,CEACAM16,TMEM100,FGF1,KDELR1,CEACAM1,CEACAM21,HIST1H1C,CNPY3,CNPY2,ARGFXP2,HYAL4,ST6GALNAC2,CARD10,ST6GALNAC1,EPB41L2,DOK2,KLRG1,ZNF134,BNIP2,MTMR10,EPB41L5,WNT9B,OSBPL10,SERPINB4,IL12B,TMCO3,C7,EXOC7,C3,TFR2,C6,NUFIP2,ZSCAN22,NPAT,ZSCAN25,ATP8B5P,ACSL6,EXOC1,KIAA1551,RMDN2,PPHLN1,CDH13,HARBI1,ZSCAN30,CDH19,LINC00323,AP4B1,RALY,LMO3,NUP62CL,CYP2W1,SRP19,PQLC2L,TXLNB,CXCL12,ZXDA,GHITM,CHIC2,CIB1,BEND4,GABPA,POLR2J3,RELT,PRCC,IGBP1,VAMP5,MIR4697HG,ABCA8,CYSLTR1,C20orf27,NOSTRIN,MDK,ABCA6,IKBIP,LKAAEAR1,MEIS3,MEIS2,P2RY2,OSBPL1A,MORC2-AS1,LIAS,FGD5,HELLS,FGD4,GABRE,LURAP1,PHACTR4,EFS,NR4A1,ABCB1,MUC6,S100Z,ABCB5,KMT2E-AS1,P2RX6,EFHB,SLC35G2,CXCL13,FREM1,EBF1,SLC13A2,NKAPP1,FABP7,HIST1H3G,SLC5A11,CDC14B,CLDN5,ACOT6,PCDH1,WISP2,SPRY1,WISP1,MAZ,CASP4,SLC1A3,PLRG1,WISP3,SLC1A1,KIF14,ARL1,CNTN5,TMEM255A,PCDH9,C17orf78,NEK11,C17orf77,DHRS4,C7orf60,SPEF2,TXNRD2,FHOD1,PMEPA1,FKBP3,PRSS1,RAG2,HIC2,COL9A1,FAM8A1,HRH3,LEFTY2,NFATC4,NSUN4,FKBPL,KLK7,TNFSF4,KLK3,THEMIS,MRGBP,SLC35C1,ZBED4,DENND4A,DSC1,IQUB,MOK,CYP3A7,DZIP3,DYNC2LI1,LPAR4,HMGN5,SLC35A2,SOHLH2,RAB1A,GDPGP1,ATP2B1,ZGPAT,GTF2H2C,VPS13C,RSPH1,RAB25,RAB26,PI16,MATN2,RPP25,DBNL,GTPBP4,SMIM10L2A,VANGL2,MATN1,PARP10,PPARGC1A,SCEL,C1QA,TEX30,LRCH1,CATSPER2,RAB19,ATXN1L,C9orf64,MFNG,BDKRB2,C12orf57,PEX5L,EPHB1,RIMS3,C2orf27A,DMD,LINC00893,OLFM2,HNRNPAB,ZBTB49,UFSP2,KLF8,HPCAL4,TPD52L1,EPHA1,ZBTB43,EPHA3,PAXIP1,EPHA7,PLA2G4A,EPHA6,ETS1,ETS2,CNIH4,NTRK2,MCCD1,UTS2R,RIT2,RPP40,PPARA,PHKB,ARSJ,IL4I1,C21orf62,KCNIP2,GLI2,KCNJ11,ART1,KCNIP4,ATG2B,FANCM,ART5,MBTD1,DIP2C,FANCI,TRAPPC6B,NSMCE3,TGFA,RAB6B,AGPAT1,ICAM1,PRG4,ICAM2,SPACA6,MBD6,MBD3,MBD1,RHBDD2,GZMM,AMIGO2,WDR83OS,EFHC1,MB21D1,FARSA,LTV1,SLC7A5P1,CLUAP1,PREP,ETV7,FUT8,SLC39A13,ZBTB12,PPP6R1,TXLNG,KLC2,EDEM1,MFRP,MIF,SPHKAP,PLIN5,ATXN2L,PNMAL2,PLIN4,ARR3,ZNF286A,ETV5,BCL9,PLA2G15,RRP15,LOC388242,NLGN1,NLGN3,BIRC5,NPR2,BIRC2,SOD3,SVIL,KIF20A,SEPT4,PLXNA3,ALDH1L1,CRYGN,F2RL1,FAM179B,SLC22A11,PXDC1,MBIP,PMAIP1,ACSS2,FLCN,VIPR1,GDNF,GATA1,GATA2,TMEM9B,ZNF185,PRKACA,GLP2R,ROBO3,MTO1,SMCR5,AXDND1,PRKAB1,MRGPRE,SNHG9,TCN2,RNMTL1,SERHL2,ASB1,ASB3,CLIP3,ASB4,AKAP3,FXYD1,ZC3H3,FXYD3,CAV1,FXYD4,ADCYAP1R1,DIAPH2,SNX2,ITGB5,ZC3H8,CORO2B,IRAK4,DBX2,FOLR3,UBAP2L,GNRH1,CORO1B,LAGE3,TROAP,DNMT1,PHF8,CLEC14A,PRPH,SLC5A4,SORL1,MRVI1,IGFBP6,CCDC34,CCDC38,KLHL29,HEATR5B,KLHL26,FLJ16779,ACTR1B,MKKS,MKL1,FAM83H,TSKU,KRBOX4,VCPIP1,NACAP1,PRKCA,IRAK1,G3BP1,COX4I2,ADIPOR1,UBE2I,OXGR1,PRKCE,MSC,PROC,TMEM72,MFN2,FAM134C,EYA4,UBE2O,MYT1L,EYA1,CHST7,CHST9,KLHL15,NUCB2,CUX2,PRNP,SHCBP1,TMEM14EP,MSX2P1,TMEM155,PALMD,TDRD12,DTNBP1,CCDC64,LOC402644,TGM1,CCDC62,DPT,SCG2,ZBTB7B,GLRB,MAP1A,LRRC75A-AS1,PAPLN,SIRT1,MON2,SIRT2,IRF9,TMEM47,NME1-NME2,CLEC18B,TMEM44,SLC18A2,IRF2,MAPK8IP1,IGFBP1,KLHL32,CCZ1B,PLEKHM3,XRCC2,ZNF57,ZNF639,CMTR2,CCDC149,PLPPR5,SELENBP1,H1FX,PNISR,XRCC1,CITED4,WDR81,CITED1,FRRS1L,FAH,CDCA8,PPP1R1A,FAP,ADAM8,ITFG2,LUC7L3,WNT10B,CGRRF1,COLEC12,SSPN,PCLO,NME6,WDR83,ZNF234,MKS1,SIRPG,ZNF235,NME1,EIF2S1,UBL4A,RPS13,MTFR1L,SCAF8,EMCN,LINC00284,ERBB3,CCDC167,ZNF232,NIFK,RBFA,DAAM1,C1orf54,ZNF615,RPS27,OR56B4,CACYBP,RCHY1,NUDC,GPD2,MGAT4A,LY6G5B,LINC00271,EME1,ZNF621,ZNF833P,PCDH12,TNNI1,CD207,ZNF212,WDR62,CCDC152,GAS2L3,ZNF17,RNPEPL1,RASSF9,PDIA6,PDE11A,NAP1L3,TTC28,NAP1L5,RTN1,NAP1L6,MSRA,HIST2H2AC,TOP1P1,SPG20,KCNG1,ZDHHC2,STX5,ZNF283,TLE6,NDUFA13,CIAO1,NAB1,LOC284632,CAND2,SCN11A,RUVBL1,CLN5,WDR45,HSD3B2,KANSL1L,LINC00240,ZNF780B,DGKB,MYOM2,MT1A,PLEKHG7,PDE1C,DGKG,SOS1,PCDHB16,PDE1A,KCNE1,GALNT15,DFNB59,RASA3,HTR3C,GALNT13,HSD17B7,MAGEF1,SOAT2,HIST1H2BC,HAPLN4,GFRAL,HIST1H2BH,FADS3,PPP1R11,PDZRN4,PDZRN3,GAS2L1,WDR24,NLRP13,CMTM6,WDR20,HTR2A,C14orf178,TSPAN3,TSPAN4,RBM6,DLK2,MIPEP,VCL,AGAP5,SLC2A6,ST3GAL3,UNC5B,ST3GAL5,DDX25,SLC2A1,PSIP1,PITPNC1,INSR,SPTLC1,NUDT5,NEIL1,CECR2,CORO6,FBP2,TRIQK,HCST,RBPMS,NABP1,C16orf13,HSPB7,PDE5A,HSPB2,XRN1,BIN3-IT1,KCNA1,KCNA4,TIMP4,ANLN,OR2L13,AMER3,COL26A1,C16orf45,FAM189A2,GMPPA,SH3TC2,HLA-F-AS1,DDX43,GINS2,HENMT1,MICU2,DNHD1,PDE6G,TNFSF11,LCN6,ARMC8,SLC7A3,GTF2F2,MYH11,CFDP1,RNPC3,CACNA1C,VCX,MYH10,FRG2B,CORIN,C1orf168,CHPF2,GLB1,ZNF207,TRIM2,CDC45,TRIM8,GTF2A1,DLG3,FIGNL2,SEC24D,LOXL1,AKR1C1,NBPF9,PTDSS2,NUSAP1,ADRB2,ADRB1,JAM3,XYLB,SCARNA10,TAPT1,STON1,GALNT5,IRX1,RDX,MACC1,TSC22D1,C1QTNF7,NUDT8,CARMN,ACVR2B-AS1,SEC22C,C2orf72,TERF2,TERF1,COL4A4,FAM26E,COL4A2,C14orf93,RCAN1,CREB5,RCAN2,ANXA3,NEB,SNED1,OR1E2,GCAT,NR2C2AP,DNASE1L3,HTRA2,HTRA1,HOMER3,NKX6-3,H2AFY,H2AFX,EIF2B2,FAM181B,MRPL34,ISLR2,POLI,F10,FAM104B,ALDH16A1,CARNS1,UHRF1,PGM5,TBRG1,FER1L6,LAMC2,ADGRA1,LOC646471,SLC2A12,PFKFB4,ENPP2,ENPP3,ZNRD1,DENND2A,DENND2D,CDC37,LAMB3,DRAP1,C14orf105,POLN,SKA3,C2orf40,DCAKD,AGBL2,UTP23,PYROXD2,INIP,S100A11,SMYD3,MYOZ3,CSRP2,ABCG2,LAMA2,GGT6,NOTCH1,GGT7,SFRP1,SFRP2,FAM184B,NOTCH4,SLC46A2,WASF3,MTFR2,FAR1,ANKRD17,EDNRB,NARF,ANKRD11,SLC25A2,ALOX12B,SLC25A1,HHIP,LOC100240735,CHRFAM7A,TOP2A,LMOD3,KCNMA1,ZCCHC12,RBM41,ZCCHC11,ZCCHC18,HERC3,ECSIT,SH2D2A,NUS1,IL20RA,SIAH2,DENND3,DYNC1I2,SUPT20HL1,COL18A1-AS1,MLF2,MRPL20,OR4N3P,GALK1,SPATA9,BEST3,CYLD,MRPL15,IPCEF1,UGT8,SPATA7,AATK,MCF2,CDKN3,STAT1,ANKRD40,BRAT1,NAT9,FAM78A,LINC00982,FAM180B,HYDIN,MRPL28,PPP1R8,ABCC3,ABCC4,RBM14,CBX4,UBQLN2,CBX7,CLYBL,ABHD17C,RBCK1,PTGER4P2-CDK2AP2P2,MLKL,NANP,ENTHD2,PCDHGA11,SGOL2,PROKR1,TPTEP1,NR0B1,NVL,TRAM1L1,FAM72B,CELF5,FAM72D,CD300LG,PCCB,FRAS1,LOC100128239,SOX5,KIAA2013,ABHD16A,PSMB3,EFCAB1,NDRG1,SKIL,NDRG2,CLASP2,CTRL,CPNE8,DIXDC1,CPNE6,UST,EPHX2,CASC4,INTS12,ADGRG2,GTSE1-AS1,KCTD18,ZNF80,IGLL3P,TACR1,RPL32P3,LGR6,LGR4,FAM109A,SV2B,ABHD12,ATP8B3,PPP1R14A,PSMD8,ADGRE2,ADGRE3,ALDH5A1,NRXN3,CCDC88C,ZNF91,LDB2,DYNLT1,NRXN1,NPAS4,IFNAR2,KIAA0895L,CTSD,VHLL,CTSH,PPP1R15A,OR13J1,CCM2L,PPP1R12B,SYNC,PTPMT1,UGT1A7,BUD13,HAND2,SYN2,SNORD116-4,PLCD4,UCK2,MSH6,NDUFA7,FAM188B,FAM188A,EDA2R,BAALC,RGS16,RGS14,PSMG3,CASP10,PSMG2,CKS2,SYNM,TSSK4,DUS4L,MGST1 Size of list 4263 ============= start list genes obtained with Integration ============= RBPMS2,ASCC1,USP51,LINC00113,SART1,DGAT2L6,FAM150A,MAK16,FOXF1,BTBD3,ARHGEF40,CCAR2,DHX32,TMEFF2,TMEFF1,LRRC2,CYSRT1,MARK4,ZNF786,FOXG1,EIF2AK4,HLA-DRA,DNAH12,GSTCD,DDX60L,PHYHIPL,ACER1,PIBF1,ZSCAN1,PRPSAP2,BFAR,KCNQ1DN,FAM151B,PKP2,C17orf100,NXPE3,UCA1,DHX40,PARP4,TRAFD1,PARP1,TREML1,SNORA25,HTATIP2,SNORA22,ATP10A,YBX3,CDR2L,YBX2,KISS1,MGRN1,IL4R,USP11,ZNF735,FOXB2,BHLHE41,LINC00162,ULK4P2,SNORA38,ARHGEF10,MIR769,CBWD3,VSIG10L,BRWD1,PDCL3,FANCD2,LRMP,SPATA45,CSF2,ECEL1,TRIM17,ABHD5,MIR760,ABHD3,ERI1,ZNF75A,ABHD2,AMPH,SERPINB10,SERPINB11,USP37,USP35,MTMR7,FOXD1,FEN1,TXNL4B,SSRP1,BRD3,LRRC41,ZNF771,LRRC48,CRIPAK,ANKHD1,LRRC47,PHF12,SF3A2,LOC100133331,OR5T1,CFAP44,NRAP,BNC1,FAM155A,AMOT,ZNF763,FOXE3,TXNL4A,SNORA62,NCBP1,GNA15,GRIK2,GNA11,IL18,ZNF304,ATG5,RNF146,SAMD4B,MIR345,HHIPL2,PTPRN2,IL27,MYO3B,CSTF2T,MIR129-1,MIR129-2,SYCP3,LRRC69,MIAT,RNF139,DCUN1D4,ACTBL2,ARHGDIG,HACD3,ADORA2B,ADORA2A,CERS6,PTK7,TMIGD2,UBE2V2,IL34,VRTN,MIR194-2,ZNF326,MIR30B,SDF2,MIR548I2,ATG3,FBXO39,PDZD7,ST8SIA6,DYRK1B,ST8SIA5,BEX5,KRCC1,HDAC8,COA4,SNORD114-12,CYP3A43,HTN1,PKN3,LILRP2,GRWD1,SNORD114-20,ZFPL1,ALS2CR11,NXPH1,DCAF13P3,NEXN,SIGLEC16,NRDE2,SNORD114-31,TNFSF13B,CAPN11,MAPRE3,OTUD4,MIR7-3,OR1L6,OR1L3,OAF,TDRG1,ARID2,APLP2,APLP1,ATIC,DCLK3,CD4,RNASE12,EHD2,SCNN1A,GSTA3,CEBPB,TMC4,ISL1,SLBP,GCA,CBS,RAB3GAP2,C1orf210,STAT5A,THOP1,MEGF11,MEGF10,MYADML,OR6C4,OR6C3,CD46,C4orf26,IZUMO2,GJD4,BYSL,UBR2,UBR1,CAMK4,PMS2P2,PMS2P3,TMEM170B,BIN3,RBP3,NEK1,RBP2,OAS3,HOXB13,DUXA,IDH2,RAP1GAP2,NR1H4,LAMTOR5,OR2A2,CHI3L2,AFG3L2,NR1I3,DLX1,NR1I2,FAM86DP,OR6B3,DMTF1,NOP16,CD59,C4orf32,LINC00698,OR10A5,PCDHA7,OR10A6,OR10A3,JPH3,PCDHA2,MYBPC1,CPEB4,SLC26A1,OR10A7,MCF2L,PTER,CYP39A1,SEMA3F,GBAS,SEMA3A,WASH2P,PCDH11Y,GPR179,OR2H2,PTGDR,MAP3K10,SEMA4B,LIN54,CXCL1,THAP8,MIR25,SDCCAG8,THAP3,FAM193B,GPM6B,CD177,SULT1C2,DEFB116,DEFB115,NENF,CD28,NSDHL,SNORD115-6,GJB7,GJB3,CD1B,SNAI2,CD1E,SNORD115-3,PTCH1,GABRB1,ZNF821,CT62,TTK,APOBEC3F,ZNF829,AIP,TRIM16L,TRIM47,REG3A,CFAP61,RC3H1,OR4F15,MYBPHL,METTL7A,IGSF5,LSAMP,PYGO1,ERC1,EMP2,LINC00608,ZNF845,IL22RA1,BLM,REG1P,MIR200C,MRPS10,DAZAP1,ANKIB1,C16orf62,TMPO-AS1,ZNF831,P4HB,TBC1D10C,MRPS23,MMADHC,GABRA6,ZNF830,MRPS24,COX8A,FOXP1,PLEKHA4,PPIE,ANTXR2,CORT,PIP4K2A,PLEKHA2,PLEKHA1,LRIT2,FOXK2,C11orf45,ARHGAP15,PDCD4,ZZEF1,ARHGAP20,C9orf106,EXOC3L1,EXOC3L2,CXCR6,GABRG3,CAMK1G,NLRP4,FOXJ1,OR10J3,NRIP2,TUT1,DDR1,PANK2,BPI,EVPL,JOSD2,AKR1C8P,MDM4,FSHB,TRIM77,SLC37A3,GLIS2,C1R,OR10G8,MAP3K3,ZC3H12A,SLC25A44,SLC25A42,PINX1,OR6N2,RAD51AP2,TXNIP,KAT2B,OR10H2,ATXN2,BMPR1B,SLC25A52,RPL19,RPL14,TUBB2B,VTCN1,RPL15,LOC285074,PGPEP1,GIT2,MIR218-1,GNG4,PTPRJ,OR2S2,PTPRK,YARS,BCL2L14,RCOR1,PTPRT,LINC01102,MIRLET7I,SURF4,CD164L2,FLII,PRRC2A,PPCDC,KIAA1549L,DEFA10P,OR2T6,PLTP,IQSEC1,RANBP17,UTF1,NDUFA4L2,ROGDI,TSGA10IP,SYNGR3,APOL1,SLFNL1,MAP4,TGFBR3,TCAF1,TNK1,MAP7,HLF,ASPDH,AP3S2,UNC93A,QARS,KCNK13,NOD1,HSF1,DLEU2,MIR635,LOC652276,ADCK3,CSDC2,FBXL18,ACTA1,LEUTX,MYADM,MAST3,OTOF,RPL3L,SIL1,OTOA,ZNF484,GPR63,HK1,KAAG1,RPL31,FAM166B,PER4,SIM2,CES2,CAPN5,OR2Y1,RPL26,LSP1,DOT1L,RPS6KA1,GNG10,SELE,MIR645,HMGCR,LINC01591,TBP,PGLYRP3,DAP,SNORD113-2,PAXIP1-AS1,TMEM203,ZNF440,SLC34A1,ARID1A,VAX2,SSUH2,KRBA2,MFAP1,MFAP3,YARS2,CRACR2B,HMGB1,DRD1,BPIFB1,MRAP,NKAIN2,ANGPTL6,SLC48A1,METTL3,POLE3,BTN1A1,ANGPTL1,ADAM30,LIPT2,LYSMD2,OTOP1,HCN1,B4GALT3,DEFB131,EPB42,TMEM225,MIR601,SMG7,OR2M5,SAFB2,TRADD,GPR32,MIR217,ZIC4,ZNF414,ZKSCAN7,ACOX1,GPBP1,DEDD,DUOX2,PIP5K1B,ALG9,TMEM234,FRMD5,SKINTL,FRMD8,WWC3,C15orf43,HEY2,RHOD,LINC01547,ANKS1A,GPR19,METTL5,LRIF1,OTX1,CAPSL,SRPRB,ALDH3B1,TRPM1,PURA,TOR2A,CHRM4,ATG4C,LIMCH1,TSHR,NUP98,HBM,PPM1A,NR3C1,TMEM258,DRGX,ESPN,CDH6,ODF4,MIR1281,PDF,COL13A1,SLC12A4,ACTL8,TMEM260,SLCO1B3,THEMIS2,MIR1280,FASTKD1,RARRES2,HRNR,S100A6,ADCY8,ATP1B4,SPDYE3,LEMD2,LILRA1,PSKH1,CRYM-AS1,CLRN3,PAN3,LYRM4,KIAA0141,PRELP,DEPDC5,LILRB2,MIR517B,TBC1D8B,ASB14,FCGRT,ASB16,THTPA,SCAND2P,MIR518D,AGRP,PLAG1,RFPL1S,CEL,PMFBP1,KIAA0922,UTP14C,COPS2,GYPC,NIF3L1,WBP2,TNFRSF11A,GMPR,RFPL3S,TRAP1,CDR1,LYZL4,ZBED6CL,FOXD4L6,MFSD6L,SHROOM2,CAB39L,PLEK2,CEP128,POLR2D,TEX36-AS1,FAM46C,SQSTM1,VWC2L,CC2D1A,TRHDE,PTPRZ1,PRPF18,SNORD114-8,SNORD114-7,NEUROD1,CST9L,FGF13,GSTM2,TBC1D15,SNORD116-20,SPX,TIAM1,SPN,SOCS2,SOCS3,FGF22,MRGPRX4,MIR30C2,POR,GNS,KRTAP4-9,UGT1A10,KRTAP4-7,MIR526A2,LOC286238,KIR2DL4,MYL6,COPZ2,SLC38A4,EIF4E3,SLC38A3,DERL2,GNE,CLU,TIPIN,MUM1,RRM2B,TBC1D3B,HOXA1,C8orf34,RNF10,AXIN2,PTPN7,KRTAP8-1,WRN,TXNDC12,TXNDC17,OR4C45,TBC1D20,PNLIP,CCT8L2,PXMP4,PXMP2,IFNGR2,TTC39A,PIGZ,EGR2,PCDHGB5,SLC25A51P1,MAL2,ECHS1,CALCA,LARS,RTN4RL2,TNPO2,MUC21,CENPP,AMPD2,RNF44,OR3A3,CRH,ANXA13,GPT,NFIC,RNF40,GRIN2C,SERPINE1,C20orf194,VMA21,CDH24,STAG1,PIK3CB,FAXDC2,OLFML2A,LIG4,OGFOD2,MAPK1,TMEM138,MAPK3,PRKRIP1,ABAT,ARL8B,RAD23A,RER1,KIAA1919,POTEM,MIR138-2,NAT10,POTEF,FH,MARCH10,SRSF5,BTBD16,AREG,GK,FGF5,LZTS2,KCNAB3,ERCC6L2,ZNF155,BNIP3,LNPEP,SRPR,ZNF148,SNPH,MC5R,GPHB5,FGF2,ARL5B,IHH,ZNF546,TMCO6,SH3PXD2A,SERPINB6,CARD18,GPHA2,LOC729603,ARL4C,ARL4A,DEGS1,ZNF559,ZNF557,C5,NHLRC2,KTI12,ZNF562,NBEAL2,PRSS12,IL3,ZNF568,PDK4,WNT7B,EPGN,CP,PRSS22,PRSS21,IL2,MIR527,ZNF584,LINC00312,INO80,IDS,AQP4-AS1,DNAJC8,ZNF578,EBI3,PMS1,SCRT2,MIR92B,BEND5,POLR2J2,PNPLA3,REM2,C2CD4B,HIST1H4K,MEIS1,EDRF1,HIST1H4E,SLC35F4,ZNF598,SLC35F5,HIST1H4I,PRB2,RAB8A,EHMT1,RAB8B,FSCN3,NR4A2,CYB561,P4HTM,MUC4,DNMBP,CXCL14,P2RX3,ASAH2B,HIST1H3E,ABL2,SLC5A10,HIST1H3I,FOXN3-AS2,NIPSNAP3A,C17orf64,SPRY2,OR2T10,CASP9,SLC1A6,OR2T12,C7orf73,CYCS,LOC284578,IRF2BP2,PMM1,LEFTY1,MAN2A2,CNTN2,CLDN2,FKBP5,HAUS1,UPP1,OR51F2,PTCHD4,CAAP1,FAM13B,GRAMD2,COL9A2,FCN1,OR8I2,GTF3C2,PP2D1,GMDS,XPNPEP3,ZBED2,SLC35C2,ID1,ZBED5,PROCA1,GDF11,DSC2,ADAMDEC1,MIR1208,MIR1207,GDF7,GDF5,LUZP1,SNORD18A,MTG2,OR8A1,HCG27,OPTC,PPARGC1B,C12orf73,TRAPPC11,C12orf71,PLA2G2A,PLA2G2E,MIR548Q,TEX35,EPS8L2,OLFM4,CALY,NPIPB3,LETM2,LINC00899,UPRT,NGRN,GDE1,ZBTB40,CELSR3,HILPDA,SEPN1,UAP1L1,TPD52L2,PXDNL,OR12D2,OR12D3,TCEB3B,RNF5,BCO1,ALG10,NCOR2,SNORA80A,OR52A5,AGPAT5,LINC00474,FITM2,LINC00471,FANCF,NEURL1B,SMCO4,GPX7,MIR143HG,AGPAT2,LINC00476,GRM1,PROK2,G6PC,ZDHHC13,RIN2,RIPPLY2,PATE4,SLC39A14,MIR125A,CYP27B1,OR5E1P,LY6H,APBA2,PNMAL1,MLLT6,ETV6,GDI1,MOGAT2,GDI2,PNLIPRP1,MIR1276,LINC00461,TEX15,TEX19,TEX11,SLC22A17,F2RL2,RPS2P32,OR4D11,ARL11,PDRG1,PRKACB,MFI2,MRGPRD,GAGE1,MRPS18A,FGFR1OP,AKAP5,AKAP8,NRSN1,ASB2,SEPT6,UBAP1L,SNX9,CCDC18,AGFG1,PRAMEF22,TCL1B,FXYD5,ZMYND8,FXYD6,ITGB6,LMTK2,HEG1,GLO1,EIF3I,DBX1,EIF3M,CCDC27,BMS1P5,FANK1,MYLPF,SNW1,FCAR,TMEM8B,CCDC33,ODF3L2,HECW1,UQCRC1,GM2A,CCDC39,CLEC17A,KLHL25,CCDC42,EMID1,MSGN1,FAM83G,FAM83F,FAM58BP,PRKCI,CHST4,CHST1,CHST8,SNORD85,UBE2S,PRKCZ,GPRC5C,PRND,TMEM156,MAP3K7CL,TMEM33,IFITM4P,SLC39A7,SLC39A6,ZNF609,CCDC68,KLHL38,MPG,SVOPL,HPX,LSM11,NGDN,SLC5A6,IRF4,TMEM86A,POFUT1,SH3BP2,ZBTB8A,LOC389705,XRCC3,PLEKHM1,HOXD12,ZNF254,MAGED1,HTR1B,ADAM6,C3orf79,ZNF646,C1orf64,CLHC1,CCDC132,RPS10,TGIF2,ZNHIT6,ZNF611,TRIM64B,CCDC92,SNORD47,MAGEA1,DAAM2,ZNF616,P3H2,PPP1R3C,ZNF226,ZNF224,TCF4,SLC28A1,RPS23,ZNF69,CCDC81,SNORD53,PCDH15,TNNI3,KCNK3,ZNF628,OR56A4,CLGN,WDR63,WDR64,C19orf38,H3F3B,OR56A5,RASAL2-AS1,PDIA5,HIST2H2AB,P4HA3,MBLAC1,STX4,CLMP,KIAA1841,ZNF284,CNOT10,KHDC1L,KCTD21,KCTD20,FBLIM1,MAPK1IP1L,WDR48,CHSY3,ALG10B,NAB2,LINC00207,RASD1,KIAA1429,ENOX1,MFSD7,MFSD9,PCDHB10,DGKA,C3orf52,EZR,WDR13,PCSK9,FBXW12,HTR3A,ZNF266,CPT1B,ZNF25,ZNF669,KANK4,P2RY10,GFRA2,KCNC4,STK36,EIF5,TSPAN6,JAG2,SLC7A9,LINC01300,CBFB,ST3GAL1,OLFML3,DDX23,ANK3,PDE4A,RNASE7,PDE4B,FAM90A7P,PSD3,DLL1,RBKS,DIS3L,PODXL2,HSPB8,AFTPH,C1orf146,OTUD6B,CENPBD1P1,LINC00942,TIMP2,OAZ2,MSMO1,CCPG1,GINS3,THUMPD1,CACNA2D3,PRKAR1B,HYALP1,RSPH14,CARS2,MS4A15,FAM25A,DPH1,VGF,SNORD115-14,RAB3IP,FEV,GPC2,HMOX1,GTF2A2,RASL10B,LOXL4,MIR431,SCARNA21,PPIAL4A,KTN1,RB1,C14orf79,BBS1,GINM1,CARM1,GPAM,TRAPPC10,ABLIM1,LINC00908,TYW5,SMUG1,ANXA6,TAS2R42,B4GALNT4,HSPA5,LOC285740,TRNP1,RCAN3,CCDC112,AMDHD1,PPP1R9B,FEZ2,SLC14A2,CALHM2,SYT5,SYT6,RNF214,ZNRF1,PITX3,EIF2B4,F11,POLK,POLH,TBR1,RNF222,BOLL,RFC4,NAV1,MAD2L2,MRPL46,LPPR5,PRLHR,MIR380,LAMB2,TCTEX1D1,GALNS,SKA2,SKA1,NKX2-2,CREBBP,CDC26,SFRP5,TULP1,CSRNP2,LAMA5,UCKL1-AS1,UTP20,ABCF3,ABCF2,OR1A1,TAS2R5,DNAJC10,RNGTT,BAG5,SLC25A3,TAS2R7,RBM48,LOC100132831,EMBP1,EMC10,IP6K2,RPH3AL,RASIP1,CBR4,CYB5A,PSG1,ZCCHC16,CHMP1B,PSG6,RBM39,TOP3B,TPH2,CLDN17,CLDN19,NMB,CLDN15,PLCL1,CBR1,STRIP2,SPATA4,LCN15,FZD8,SERGEF,SCP2D1,TBX3,NAT2,AGTRAP,TENM4,MRPL21,JMJD7,TENM3,PBX1,RBM15,FAM189B,MYL10,CBX6,KRTAP6-1,STARD5,CGGBP1,SRRM1,ORC6,C10orf25,TPT1-AS1,KIAA0754,SPOCD1,CDKL2,TNNT3,PSMA5,WNT5B,SOX3,SOX4,SOX6,ELK3,CHMP2B,KHDC3L,SBK1,ENTPD7,PLCH1,LRFN1,B3GNT3,EPHX3,MALT1,HEATR1,ATF7IP2,PSMC4,PSMC2,WDR3,KIAA0355,ARL13B,NAMPT,CPT2,PCGF2,SETMAR,ATP8B1,LINC00174,DUS1L,ADGRE1,MMEL1,FAM186B,MAGT1,ZNF717,ZNF716,PEBP1,PSME4,C19orf73,CD244,ADGRD2,SPOCK2,SPRR2E,KRTAP10-12,MSH2,ANKAR,GSG1,CYP4F8,NTS,SLC6A5,MGST2,CTHRC1,PPP2R5A,SCN3B,RORC,ITSN1,TMEM140,MAMSTR,C20orf196,SH3YL1,MED26,PGAM4,CYP7A1,RPLP1,EFCAB10,L3MBTL4,GATM,EFCAB14,MYH3,ESPL1,UBE2J2,HLA-DQA1,ZNF37A,SSTR3,RCC2,JUN,TFPI,ORAI2,NCR3LG1,FAM19A1,ARF5,CHCHD7,ARG1,DUSP19,C17orf89,LYL1,ARNTL2,SGIP1,UNC119,DHX9,PSMG3-AS1,TAOK1,UPB1,EPM2A,COL16A1,GUCY2C,GGN,ZNF525,BTBD17,SRSF7,RAPGEF4-AS1,NLGN4Y,FAM214A,AKNAD1,PKP3,NLGN4X,MAB21L1,FOXI1,PLCXD2,BACH2,LINC00158,CACHD1,SNORA21,C10orf11,ZNF347,LRRC15,SCIMP,YBX1,USP19,TYR,SERPINA9,CILP2,ST6GALNAC4,IL1RAP,USP10,SLC22A5,TMEM100,FGF1,KDELR1,GHR,PARVG,NFKBIZ,ANP32E,SLC22A8,CNPY3,DGUOK,RFTN2,MMP14,HYAL4,KLHDC4,ARHGEF12,ELMO3,CARD10,EPB41L2,ALOX15,DOK2,MTMR10,CPXM1,WNT9B,TMCO3,USP25,PARVA,EXOC7,C3,C6,SNORA46,TFR2,PI4KAP1,PART1,SF3B6,SF3B5,COLGALT1,NECAB1,MTMR2,COLGALT2,SORBS1,ZSCAN22,FMO1,FMO2,NPAT,USP34,PAPSS1,FOXD2,ACSL6,KIAA1551,SNORA53,RMDN2,RNF19A,PPHLN1,NBPF11,TRIM28,IGF2,CDH13,PLSCR1,TUBBP5,HARBI1,ZSCAN30,LRRC3B,LINC00323,SPATA2L,USP48,RNF19B,PSAT1,DUSP7,USP44,GNA13,MPZL3,IL16,ATOX1,GRIK4,NUP62CL,OR1J4,PQLC2L,PRKCSH,SRP19,GPAT3,ZXDA,IL11,CHIC2,FRS3,API5,CIB1,GABPA,TACC3,RNASEH2B,TACC1,RUBCN,IL20,SKOR1,RELT,MIR4697HG,VAMP5,NFE2L2,LRRK2,SMARCA2,ABCA8,CRHR1-IT1,ADAMTSL2,CYSLTR1,ADAMTSL5,IL32,NOSTRIN,C20orf27,IL33,MDK,NR2C2,IKBIP,RABGGTA,MEIS2,OSBPL1A,MORC2-AS1,SCN9A,LIAS,FGD5,ARHGDIB,ERCC6L,GABRE,PHACTR4,THSD7B,ABCB5,HDAC4,PDZD9,EFHB,THSD1,CXCL13,RNF152,ATF7,EBF1,SLC13A2,FBXO31,FBXO32,ZNF319,PDZD2,HIST1H3G,SDE2,NXPH3,IGDCC3,CNRIP1,CLDN5,E2F8,PINK1,ACOT6,LOC643387,SLC1A3,CASP4,MAZ,WISP1,PLRG1,SPINT2,PIWIL2,CAT,ACAD9,SLC1A1,KIF14,CNTN5,TMEM255A,STXBP3,TBCK,SLC7A11,C17orf78,FOXD2-AS1,CAPN10,TBCC,TXNRD2,SPEF2,CA4,ZFPM2,DMC1,PMEPA1,OSTC,RAG2,SEC16B,CD6,CD7,FKBPL,TNFSF4,CEBPE,THEMIS,KLK3,SERHL,MRGBP,DENND4A,MOK,EDN3,CADM2,STAT5B,DYNC2LI1,SIDT1,HMGN5,KLHDC7B,SLC35A2,GDPGP1,ATP2B1,CD48,DDX18,RSPH1,CEP290,RAB25,DDX10,C11orf88,COL10A1,MATN2,C11orf87,ANAPC2,DBNL,GTPBP4,ANAPC5,MATN1,PARP10,EEPD1,SCEL,C1QA,LHFPL2,CATSPER2,CD34,FBXL5,FBLL1,CDCA7L,FBXL3,FBXL2,C9orf64,TPST2,ERMP1,MFNG,LMNB1,FDX1,PRR14L,PEX5L,EPHB1,RIMS3,PLAGL1,TAL1,ZBTB49,ST6GAL1,CRIP1,UFSP2,NOP10,ZBTB43,PLA2G4A,SEMA6B,ZFHX4,CCT5,EPHA7,ETS1,CNIH4,RIT2,UTS2R,RPP40,NNMT,PPARA,ATP6V0E1,EVX1,TSNAX,ARSJ,IL4I1,C21orf62,KCNIP2,KCNJ11,KCNIP4,ART1,ATG2B,FANCM,MBTD1,CERKL,DIP2C,VWA9,SEMA3G,FANCI,CHST12,TRAPPC6B,NSMCE3,ATP5J,STX1A,PRG4,PCDH11X,SPACA6,SAA4,MBD1,FAM196B,RHBDD2,WDR83OS,AMIGO2,EFHC1,MB21D1,SLC26A7,IFFO2,SLC7A5P1,MYO5A,PREP,CLUAP1,ETV7,FUT8,CTXN3,KLC2,FAM35DP,EDEM1,MFRP,CTXN1,MIF,CTXN2,SPHKAP,PLIN5,FAM117B,NR1D1,NR1D2,PNMAL2,PLIN4,ZNF286A,ETV5,PLA2G15,LRRN4,HCLS1,LOC388242,NPR2,MESTIT1,BIRC5,GJB6,SOD3,BLVRA,TEX2,FBLN2,SVIL,FBLN7,NINL,CD14,KIF20A,SEPT4,PLXNA3,CRYGN,PXDC1,SLC22A11,PMAIP1,FLCN,FOXO4,GATA1,TMEM9B,ZNF185,MCOLN2,GLP2R,ATOH8,IFRD2,C6orf58,RBMS1,SMCR5,CEP85,FECH,SMIM15,AXDND1,DTX3L,MFGE8,TCN2,CHPT1,FOXN3,COX6C,PYCR1,RALGAPA2,FAM222B,C16orf74,CFAP74,SERHL2,IGSF1,CST4,PYGO2,ASB3,LBX2,ASB4,ZC3H3,CAV1,FXYD4,DIAPH2,ADCYAP1R1,HMP19,BTN2A3P,GREM2,IRAK4,CORO2B,UBAP2L,ARL6IP5,KAT8,GNRH1,TBC1D10B,OOEP,KLB,RFX7,ZNF836,AK7,FOXP2,SLC25A12,KCTD8,LAGE3,CIRBP,CLEC14A,ARHGAP10,LRIT3,SLC5A4,LINC00667,AMT,IGFBP6,MRVI1,CCDC34,CXCR2,CCDC38,KLHL29,HEATR5B,OR5AU1,KLHL26,BOK,FLJ16779,LCE2D,ITIH5,MKKS,FAM83H,KRBOX4,MDN1,NACAP1,VCPIP1,PRKCA,LAIR1,IRAK1,G3BP1,COQ7,MSC,ARHGAP23,TMEM72,MYT1L,TNFRSF9,EYA1,NPTXR,APITD1,CFL2,NUCB2,CFL1,CUX2,CAMK2G,TIPARP,TMEM14EP,TDRD12,DNAH7,NACAD,NPTX1,NPTX2,LOC402644,MAP3K1,C9orf129,COMP,CCDC62,TGM1,HINFP,ETNK2,SLC25A45,NEFM,SCG2,DPT,GLRB,LRRC75A-AS1,MAP1A,PAPLN,TMBIM1,IGSF9B,SIRT1,IRF9,CLEC18B,SYDE2,NME1-NME2,SYDE1,PECAM1,SLC18A2,ARAP3,C9orf131,KLHL32,CCZ1B,XRCC2,PLEKHM3,SERTM1,RPL13,SLC9A3,ZNF57,PGD,ZNF639,CCDC149,H1FX,SELENBP1,PNISR,ACBD7,WDR81,FRRS1L,FAH,ADTRP,CDCA8,FLI1,FAP,PPP1R1A,AIF1L,ITFG2,TYRO3,CGRRF1,CLCA4,COLEC12,ZUFSP,BCL2L12,PTPRQ,TMEM254-AS1,ZNF234,CWH43,SPAG9,ZNF235,EIF2S1,RPS13,SCAF8,MTFR1L,TRAPPC2,ADAMTS4,IL1R2,EMCN,LINC00284,CYP51A1,PTH1R,NIFK,ZNF232,PRRC2B,C1orf54,DAAM1,OR56B4,RPS27,GORASP1,CACYBP,CDADC1,FLJ13224,RCHY1,NUDC,GPD2,MKI67,CYP2C9,ZNF621,ZNF833P,NPY5R,ZNF212,WDR62,SYTL5,GAS2L3,KCNK16,RNPEPL1,PDIA6,NAP1L3,TTC28,NAP1L6,MSRA,COPB1,TOP1P1,HIST2H2AC,FBXL14,SEPHS1P1,ADCK4,SIK2,ZNF493,LAG3,KCNG1,FMNL2,ZNF283,CXorf57,EXOSC5,NDUFA13,CIAO1,C22orf34,NAB1,LOC284632,CAND2,GUCY1B3,RUVBL1,NHEJ1,CER1,HSD3B2,LRRIQ3,FFAR2,PML,KANSL1L,RPL38,ZNF780B,DGKB,MT1A,MYOM2,HPSE2,TCEA3,PDE1C,HK3,PCDHB16,PDE1A,GALNT15,KCNE1,RAB11A,DFNB59,RASA3,ZNF470,SOAT2,GPR75,HIST1H2BH,PP7080,MXRA7,PPP1R11,PDZRN4,PDZRN3,CCNB3,CCNB2,TCEB2,GAS2L1,ZNF461,WDR24,PERP,WDR20,XPO4,TSPAN4,CAPZA1,ADH1C,RBM6,CNOT4,AGAP5,SLC2A6,FAM49A,DDX25,SLC2A1,PSIP1,PUM1,PITPNC1,MYEOV,HMGCL,TMEM204,LAD1,NEIL1,CORO6,CECR2,ACTN1,HES6,JUNB,PA2G4,NABP1,COPG1,C16orf13,PDE5A,HSPB7,ZNF433,SLC40A1,XRN1,EXTL3,BIN3-IT1,HMGB3,KCNA1,TIMP4,SESN3,ANGPTL7,AMER3,COL26A1,POLE2,GMPPA,FAM189A2,SH3TC2,HLA-F-AS1,TMEM223,GINS2,MICU2,MRC2,DNHD1,WIPI1,SHANK2,DNA2,TNFSF11,ARMC8,GPR37,GTF2F2,RHBDL1,CFDP1,VCX,CACNA1C,TMEM220,MYH10,FRG2B,ARID4A,HEXA,PEX3,CHPF2,SYNGR1,RPS3,FRMD3,METRN,CDC45,TRIM2,RSPO3,DLG3,SEC24D,NFX1,NUP88,NUSAP1,ACADVL,PPM1F,ATP6V1A,ADRB1,UGT2B11,C18orf32,JAM3,SCARNA10,XYLB,TYRP1,GALNT5,IRX1,RDX,PPM1B,PRDM16,MACC1,ALDH3A1,C1QTNF7,COL17A1,NUDT8,CARMN,ODF2,TERF1,COL4A4,AGAP2-AS1,FAM26E,C14orf93,CCP110,HS3ST3A1,CREB5,DRG2,RCAN2,ANXA3,TSPAN19,LEP,SNED1,NEB,LINC01558,ZRANB1,IPPK,LINC01554,AQP7P3,ADCY4,VAPA,NR2C2AP,GCAT,PDLIM3,AQP6,SLC26A11,RFXAP,FAM124B,BRINP1,HOMER3,NKX6-3,IFT22,H2AFY,CHRNA7,H2AFX,CLEC4D,DEPDC1B,FAM181B,HCAR2,RAPGEF1,MRPL34,OXR1,ISLR2,PAN2,SLC12A6,DEPDC7,F10,PMCH,MDGA1,HTR4,FAM104B,DEPDC4,UHRF1,NOP2,PGM5,BHMT,CC2D2A,TBRG1,PDGFRL,FER1L6,FAM41C,LYRM9,ADGRA1,PFKFB4,ENPP3,ZNRD1,DENND2A,AKAP11,PIN4,SIAE,SERINC2,NOM1,DRAP1,MTERF2,CDA,NUP54,TRAM1,UTP23,AGBL2,BMP2,NOC4L,PYROXD2,INIP,SMYD3,S100A11,CSRP2,TAX1BP3,ECM2,LAMA2,GGT7,SFRP1,SFRP2,NOTCH4,FAM184B,AGR3,BMP5,TMOD1,SLC46A2,BMP6,ADAR,SLC16A10,COPS3,BCAR1,SLC16A11,APCDD1,FCRL5,FCRL4,N6AMT1,FAR1,ANKRD17,NARF,PACRGL,SLC25A1,LMOD3,CATSPER2P1,ZCCHC12,ZCCHC11,RBM41,RXFP1,SNAPC1,ACKR1,HERC3,ZCCHC18,ECSIT,CLEC1A,SH2D2A,MED4,CKM,NUS1,IL20RA,SUSD3,SUPT20HL1,ECH1,COL18A1-AS1,FAM98C,RPL27A,SLC19A3,OR4N3P,CYLD,FNDC4,BEST3,SPATA9,MRPL15,MEFV,PRINS,UGT8,TPRKB,AATK,POLR3K,MCF2,ATP1A4,STAT1,CDKN3,BRAT1,NAT9,PAPOLA,PSMD14,HYDIN,MRPL28,NUPR1,PPP1R8,ABCC3,ABCC4,RBM14,CRABP2,CNP,UBQLN2,PNP,KLHL3,GSTM5,ABHD17C,KLHL8,CISD1,HNRNPA3P1,GP2,PTGER4P2-CDK2AP2P2,NANP,ENTHD2,PCDHGA11,SGOL2,ARNTL,NR0B1,GATA3-AS1,PTHLH,NVL,TNS1,GOLGA2P7,FAM72D,RIPK3,CD300LG,IQCG,PCCB,FRAS1,TSHZ3,LOC100128239,GIPC2,KIAA2013,ABHD16A,HOXA5,PSMB3,SLC30A4,MNS1,NDRG1,GALE,SCARB2,NDRG2,TBC1D32,RNF13,CPNE8,UST,CASC4,EPHX2,GALT,INTS12,GTSE1-AS1,C20orf202,FAM234A,ABCC6P1,FAM234B,C20orf203,KCTD18,PTPN1,MAFA,SCARA3,ZNF80,TACR1,IL21R,LGR6,DPY19L2,LGR4,SLA,PIGH,ACYP2,PIGC,SV2B,ABHD12,FTSJ1,RAMP1,IFNGR1,AKT3,BTNL9,ADGRE3,CCDC88C,ALDH5A1,LDB2,DYNLT1,NPAS4,WLS,PIGN,PPP1R15A,CTSH,KPNA2,MELK,OR13J1,ILF3-AS1,CALCR,PRO0628,KIAA0101,CRNN,SCARF1,UGT1A7,CDYL,NUDT22,KRT7,NUDT21,SYN2,CNN1,PTPRB,NCEH1,B3GALT2,RTFDC1,EDA2R,FAM188A,BAALC,RGS16,OR2A9P,PSMG3,CASP10,PSMG2,CKS2,CENPU,DUS4L,TSSK4,MGST1,TCP11L2,LIPE,ZNF397,SCYL3,GAS5,GFAP,AMY2B,AIMP2,USP42,LRRC55,PAGR1,PRMT3,TMEM38A,BRSK1,FAM103A1,PLAU,SEMA3C,ATP5H,STEAP2,IL10RA,CT55,TWSG1,C16orf58,DMRT2,CUEDC2,SDHAF4,FKBP9P1,SLC23A1,COL6A6,CCNB1,ZNF460,BPNT1,CDH4,SH2B1,FLJ34503,KATNBL1,RAPGEF2,ATP6V1G3,ASAP2,SLC27A5,GP6,RNF31,CNR1,DIO2,ECHDC3,TMEM145,CCR10,ZNF106,MED15,ZNF565,KIAA1143,LRTOMT,FABP4,DNAJB4,NAT8L,FAM13A,COL5A2,ZBTB14,RPP14,PGBD1,TMTC1,PRKD1,UBE2T,ZNF638,CCDC141,HADHA,WDR37,PLEKHH3,PLEKHH2,ANKUB1,DPM2,OLFML1,FGR,EAF1,NOMO2,COL4A3,FAM9C,CSRNP3,ANKRD36,MORF4L2,SYVN1,B3GNT8,ZNF98,ERH,RGS19,SLC6A9 Size of list 2471 file: DNAmeth_Matrix_brca_output_Jrip.txt experiment: DNAmeth tumor: brca algorithm: Jrip --------------------------- file: DNAmeth_Matrix_kirp_output_Jrip.txt experiment: DNAmeth tumor: kirp algorithm: Jrip --------------------------- file: DNAmeth_Matrix_thca_output_Jrip.txt experiment: DNAmeth tumor: thca algorithm: Jrip --------------------------- file: INT_Matrix_brca_output_Jrip.txt experiment: INT tumor: brca algorithm: Jrip --------------------------- file: INT_Matrix_kirp_output_Jrip.txt experiment: INT tumor: kirp algorithm: Jrip --------------------------- file: INT_Matrix_thca_output_Jrip.txt experiment: INT tumor: thca algorithm: Jrip --------------------------- file: RNAseq_Matrix_brca_output_Jrip.txt experiment: RNAseq tumor: brca algorithm: Jrip --------------------------- file: RNAseq_Matrix_kirp_output_Jrip.txt experiment: RNAseq tumor: kirp algorithm: Jrip --------------------------- file: RNAseq_Matrix_thca_output_Jrip.txt experiment: RNAseq tumor: thca algorithm: Jrip --------------------------- ======= start list ======== Experiment dnaMeth: ARMT1,SCN1A,SGK2,SCN3A,TFPT,TNFRSF12A,GPR65,HDDC3,ZSCAN4,KCNJ2,NR2E1,AIM2,TMEM127,PIP5KL1,TAGLN,CCR5,KIR3DX1,ZNF735,NEUROD1,SPATA12,ABO,MAP3K11 Size of list 22 ======= start list ======== Experiment rnaSeq: CSF2,ACAA2,MAMDC2,ADAMTS14,SCN3B,GABRB2,NELL1,CSNK1A1L,UMOD,NUTM2D,C1QTNF7,SPRY2,ITIH5,SCARA5,DPT,GHR Size of list 16 ======= start list common genes======== Size of list 0 ======= start list non common genes======== ARMT1,SCN1A,SGK2,SCN3A,TFPT,TNFRSF12A,GPR65,HDDC3,ZSCAN4,KCNJ2,NR2E1,AIM2,TMEM127,PIP5KL1,TAGLN,CCR5,KIR3DX1,ZNF735,NEUROD1,SPATA12,ABO,MAP3K11,CSF2,ACAA2,MAMDC2,ADAMTS14,SCN3B,GABRB2,NELL1,CSNK1A1L,UMOD,NUTM2D,C1QTNF7,SPRY2,ITIH5,SCARA5,DPT,GHR Size of list 38 ============= start list genes obtained with Integration ============= SCN1A,ZNF735,NEUROD1,HDDC3,ZSCAN4,C1QTNF7,ACAA2,GABRB2,SCN3B,NELL1,SCARA5,GHR Size of list 12 file: DNAmeth_Matrix_brca_output_J48.txt experiment: DNAmeth tumor: brca algorithm: J48 --------------------------- file: DNAmeth_Matrix_kirp_output_J48.txt experiment: DNAmeth tumor: kirp algorithm: J48 --------------------------- file: DNAmeth_Matrix_thca_output_J48.txt experiment: DNAmeth tumor: thca algorithm: J48 --------------------------- file: INT_Matrix_brca_output_J48.txt experiment: INT tumor: brca algorithm: J48 --------------------------- file: INT_Matrix_kirp_output_J48.txt experiment: INT tumor: kirp algorithm: J48 --------------------------- file: INT_Matrix_thca_output_J48.txt experiment: INT tumor: thca algorithm: J48 --------------------------- file: RNAseq_Matrix_brca_output_J48.txt experiment: RNAseq tumor: brca algorithm: J48 --------------------------- file: RNAseq_Matrix_kirp_output_predictions_J48.txt experiment: RNAseq tumor: kirp algorithm: predictions --------------------------- file: RNAseq_Matrix_thca_output_J48.txt experiment: RNAseq tumor: thca algorithm: J48 --------------------------- ======= start list ======== Experiment dnaMeth: ZMYND12,CCBL1,TNFRSF12A,GAGE2D,UBR3,RIC3,TXLNB,AIM2,ATP13A4,NCAPD2,MIR921,PCDHB16,RAB11B,RPL4,VMP1,EPO Size of list 16 ======= start list ======== Experiment rnaSeq: ACSM2B,SPRY2,ARHGAP20,GABRB2,ARF3,HHLA1,UMOD,MFAP5,TPH2,SLC4A5 Size of list 10 ======= start list common genes======== Size of list 0 ======= start list non common genes======== ZMYND12,CCBL1,TNFRSF12A,GAGE2D,UBR3,RIC3,TXLNB,AIM2,ATP13A4,NCAPD2,MIR921,PCDHB16,RAB11B,RPL4,VMP1,EPO,ACSM2B,SPRY2,ARHGAP20,GABRB2,ARF3,HHLA1,UMOD,MFAP5,TPH2,SLC4A5 Size of list 26 ============= start list genes obtained with Integration ============= RAB11B,UBR3,RIC3,ATP13A4 Size of list 4 ============= common genes among algorithms ============= SPRY2 Size of list: 1