Gene_cleaning_sorted.ipynb

{
 "cells": [
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# readme:\n",
    "- input file path should be changed accordingly at cell 3, line 4 \n",
    "    - first sheet is up\n",
    "        - first row is header, so not considered in cleaning\n",
    "        - first column is gene name\n",
    "        - second column is fold value\n",
    "        - third column is p value\n",
    "\n",
    "    - second sheet is up\n",
    "        - first row is header, so not considered in cleaning\n",
    "        - first column is gene name\n",
    "        - second column is fold value\n",
    "        - third column is p value\n",
    "\n",
    "\n",
    "- output file location should be changed accordingly at cell 4,last line\n",
    "    - first sheet is up\n",
    "        - no header\n",
    "    \n",
    "    - second sheet is down\n",
    "        - no header\n",
    "\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "metadata": {},
   "outputs": [],
   "source": [
    "enelib=['DDR1', 'PAX8', 'GUCA1A', 'EPHB3', 'ESRRA', 'TRADD', 'PRPF8', 'CAPNS1', 'RPL35', 'RPL28', 'EIF4G2', 'EIF3D', 'PARK7', 'SRP14', 'GDI2', 'RPL11', 'RPL21', 'RPL24', 'SEPT2', 'RPS27A', 'RPS13', 'FAU', 'CFL1', 'RPL18', 'EIF3F', 'RPS5', 'RPL27', 'RPL34', 'NARS', 'STARD7', 'RPL19', 'SLC25A3', 'RPS11', 'RPL9', 'DDX5', 'RPL6', 'CTDNEP1', 'RPL10A', 'CBX3', 'PSMB2', 'KHDRBS1', 'RTCB', 'ERH', 'ABCF1', 'DAD1', 'KAT7', 'ZNF146', 'SART1', 'ILF2', 'SPAG7', 'ZPR1', 'TAF10', 'C1D', 'NONO', 'SNRNP200', 'RHOA', 'RNPS1', 'RPS24', 'RPL30', 'HSP90AB1', 'ARF1', 'IK', 'SNX3', 'CNPPD1', 'SMNDC1', 'HNRNPM', 'RPL14', 'GUK1', 'KXD1', 'ATP6V0B', 'RPS6', 'USP22', 'TCEB2', 'COX4I1', 'TMED2', 'FNTA', 'RPS25', 'RPL37', 'EEF2', 'HNRNPK', 'ANAPC5', 'RPS3A', 'HNRNPU', 'EIF3A', 'HSP90B1', 'MSN', 'ACTN4', 'APP', 'PRKAR1A', 'DSP', 'RAD21', 'NCL', 'WDR1', 'AP2M1', 'CLTC', 'AP2B1', 'MLEC', 'LASP1', 'SF3B2', 'TMEM59', 'CSRP1', 'CALM3', 'MATR3', 'CAP1', 'PTGES3', 'WARS', 'NDRG1', 'PFN1', 'PTPRF', 'YWHAZ', 'SOD1', 'MARCKSL1', 'GLUL', 'NUCB1', 'LDHA', 'RACK1', 'SSR2', 'P4HB', 'SLC25A5', 'PHB', 'S100A11', 'CTSA', 'TOMM20', 'CD63', 'DNAJB1', 'UBE2D3', 'XBP1', 'SPTBN1', 'LAPTM4A', 'RPL32', 'CD81', 'PTTG1IP', 'GRN', 'HMGB1', 'GLO1', 'UBE2L3', 'SRSF11', 'SF3B3', 'HSPA9', 'YWHAQ', 'DDX24', 'PPP2R1A', 'HK1', 'KDELR2', 'NPC2', 'DYNLL1', 'EEF1B2', 'LITAF', 'PRKCSH', 'GOT2', 'FKBP1A', 'ACADVL', 'SKP1', 'MAPRE1', 'RPL13A', 'ACTR1A', 'CAPRIN1', 'PPP1CC', 'ACTR2', 'PTP4A1', 'ARF3', 'GPX1', 'PGK1', 'SUMO3', 'RPS27', 'TPP1', 'GNB1', 'NUMA1', 'RAN', 'CAPN1', 'CALU', 'NFE2L1', 'ARL6IP5', 'DPYSL2', 'RPLP1', 'CTNNA1', 'CTSD', 'MAT2A', 'LAMC1', 'PTMA', 'FAM120A', 'BZW1', 'ATF4', 'RPS15A', 'ANXA5', 'STMN1', 'LRP1', 'PSMB7', 'PEA15', 'ECH1', 'ODC1', 'IQGAP1', 'XRCC6', 'ACO2', 'SPARCL1', 'MCL1', 'HSPA1A', 'SARS', 'TMBIM6', 'LMAN2', 'HSPD1', 'ZYX', 'CIRBP', 'CCT7', 'PSME1', 'PAFAH1B1', 'RPS10', 'RPS15', 'PSMD8', 'LAMP2', 'RPL29', 'GSTP1', 'HYOU1', 'SNRPD2', 'PLOD1', 'ZNF207', 'PSMD2', 'SCD', 'RAP1B', 'RPS21', 'BCAP31', 'CTSB', 'KARS', 'EPRS', 'PRDX6', 'PPP1CA', 'SARAF', 'AHCYL1', 'IST1', 'GNB2', 'H2AFZ', 'NCOR1', 'RPS8', 'CNOT1', 'DHCR24', 'RAB11A', 'PSAP', 'RNF114', 'STRAP', 'S100A10', 'CCT8', 'NOP56', 'PSMB1', 'CCT4', 'EPAS1', 'DNAJA1', 'PSMD4', 'UQCRC2', 'CKB', 'RHOC', 'PGAM1', 'STAT1', 'SSR1', 'TRA2B', 'FKBP4', 'HDGF', 'MGEA5', 'M6PR', 'SEP15', 'AHCY', 'PALLD', 'RPLP2', 'CCT3', 'EIF4A2', 'PPM1G', 'KTN1', 'SRPRA', 'PHC2', 'BTG1', 'KDELR1', 'LGALS3BP', 'SLC3A2', 'COX6A1', 'RPS23', 'TMED10', 'VCL', 'DCTN2', 'DEK', 'CALR', 'RPL8', 'RPL5', 'RERE', 'HSBP1', 'HMGN1', 'SEC31A', 'GLUD1', 'MLF2', 'RPS20', 'ARPC1A', 'CCND2', 'ATP6V0C', 'IMMT', 'SSRP1', 'SDCBP', 'FUS', 'SEPHS2', 'RPL31', 'UBA1', 'ABLIM1', 'ALDOA', 'PPIB', 'SERP1', 'TSPAN3', 'ACTA2', 'PPT1', 'TAX1BP1', 'MDH1', 'PDHA1', 'GNAS', 'ANXA6', 'CD59', 'SERPING1', 'HIF1A', 'TRIM28', 'SNX17', 'IPO7', 'CKAP4', 'AARS', 'SSR4', 'CD9', 'HADHB', 'TXNIP', 'RPN1', 'ANXA1', 'PAICS', 'JUP', 'EIF1AX', 'YWHAH', 'DSTN', 'TAF7', 'EIF5B', 'CD99', 'LDHB', 'HNRNPH1', 'BLCAP', 'ADD3', 'HADH', 'PFKP', 'RAD23A', 'GNAI2', 'TGM2', 'DUSP1', 'RAB6A', 'RPS18', 'PLD3', 'ANP32A', 'PSMF1', 'HNRNPA0', 'GOLGB1', 'MYL9', 'STOM', 'RCN1', 'PABPC4', 'CYC1', 'PSMC2', 'MMP2', 'SF3B1', 'SMARCC1', 'SNU13', 'TM9SF2', 'SYNGR2', 'PIP4K2B', 'BCLAF1', 'PXN', 'ATP6V1B2', 'TUBA1B', 'RBBP7', 'SDHA', 'RPS29', 'DAP', 'ARF4', 'COPB2', 'USP9X', 'PFKL', 'LGALS1', 'GPX4', 'THBS1', 'CSE1L', 'TUFM', 'PSMA7', 'POLD2', 'CPE', 'PGD', 'COX8A', 'PGRMC1', 'EIF5A', 'ITGB5', 'MGAT1', 'CDH1', 'HNRNPH2', 'PJA2', 'COX7C', 'ECHS1', 'PLP2', 'HLA-DPB1', 'SSB', 'GPNMB', 'EIF2S1', 'HAX1', 'NFE2L2', 'TIMP3', 'MBNL1', 'RPL4', 'MFN2', 'RAB5C', 'NMT1', 'YBX3', 'PUM1', 'ARHGDIA', 'BHLHE40', 'ATP6V0E1', 'TERF2IP', 'TMX2', 'ARCN1', 'UBA2', 'FBXO7', 'GNAI3', 'CHD4', 'HTRA1', 'LRPAP1', 'ITPR3', 'PITPNA', 'IDH1', 'SEPW1', 'SLC7A5', 'AMD1', 'PSMD1', 'CREG1', 'CSTB', 'PCNA', 'RRBP1', 'TNFAIP1', 'HDAC1', 'LGMN', 'PPP1R7', 'PLS3', 'ERP29', 'SNRNP70', 'RAD23B', 'SRRM1', 'NDUFB8', 'ARIH2', 'ENO1', 'PSMD13', 'ILK', 'BTG2', 'CAPZA2', 'DDX1', 'ATP1B1', 'RAF1', 'SREBF2', 'SLC2A1', 'PKM', 'PSMC4', 'CDIPT', 'COX7A2L', 'RPS16', 'SYPL1', 'TARS', 'COPE', 'TXNRD1', 'PSMC3', 'NUDCD3', 'RALY', 'AKR1B1', 'SRP9', 'PSMA5', 'FDPS', 'RAB5B', 'HNRNPAB', 'DAB2', 'ADRM1', 'OGDH', 'APEH', 'MKRN1', 'SDC1', 'ARHGDIB', 'CYR61', 'SEC11A', 'TOP2A', 'WSB1', 'ANXA4', 'EIF4A3', 'NDUFA5', 'ANP32B', 'SEPT11', 'NREP', 'SH3BGRL', 'ENO2', 'STK25', 'IFITM2', 'PSMA2', 'MYL12A', 'SMARCC2', 'ATP5B', 'EBNA1BP2', 'EMP1', 'CCT6A', 'ETS2', 'RARS', 'STAT6', 'ARHGEF12', 'VAMP3', 'SCP2', 'ENC1', 'SNRPC', 'UBE2D2', 'ADIPOR2', 'SLC9A3R1', 'FLOT2', 'YME1L1', 'BAZ2A', 'COPB1', 'CST3', 'TMEM109', 'OAZ2', 'ZFP36L2', 'CUL3', 'PLEC', 'PPP2CB', 'HNRNPF', 'UBAP2L', 'TPD52L2', 'CRTAP', 'NBR1', 'DHX15', 'UCHL1', 'PSMD3', 'ITGA5', 'CSNK2B', 'TRAP1', 'IGF2R', 'RBM5', 'SGTA', 'PHGDH', 'TRAM1', 'PSMB3', 'ADRBK1', 'MGST3', 'COPS6', 'RPL36A', 'PPP1CB', 'PLEKHB2', 'LRP10', 'HSD17B4', 'NAP1L4', 'GSS', 'SOX4', 'BAP1', 'WDR77', 'IFI30', 'CUL4A', 'ALDH2', 'VIM', 'SEPP1', 'CLDN4', 'RPL37A', 'DPYSL3', 'CAT', 'PTDSS1', 'TTC1', 'EIF4E', 'COL6A3', 'GBF1', 'DDX23', 'COX6B1', 'ATP6AP2', 'CNN3', 'TIA1', 'RHEB', 'NPEPPS', 'BUB3', 'RUVBL2', 'MAPKAPK2', 'SCRN1', 'TALDO1', 'JUN', 'NQO1', 'SHC1', 'GSTO1', 'SQSTM1', 'VBP1', 'JUNB', 'ITGA3', 'MARS', 'RRM1', 'DKC1', 'SUPT5H', 'PYGB', 'QSOX1', 'SUPT4H1', 'RCN2', 'CTSC', 'PPIF', 'AHSA1', 'RPL41', 'PUM2', 'PRCP', 'MYH11', 'USP7', 'PPP1R11', 'GRSF1', 'NFKBIA', 'G3BP1', 'LAMB1', 'TGFBI', 'PFDN1', 'IGFBP4', 'AAMP', 'TSN', 'SRM', 'CBX1', 'TOMM70A', 'NCBP2', 'APOD', 'ARF5', 'ATP6V1F', 'RPA1', 'ZFP36', 'PSMA3', 'CTNNB1', 'UBL3', 'DUSP3', 'ZNHIT1', 'SAR1A', 'TRIP12', 'KDM5B', 'LAMP1', 'MCM3', 'VAMP2', 'CLIC4', 'CLSTN1', 'SORD', 'FSCN1', 'ID2', 'GOLGA4', 'UQCRQ', 'SAMM50', 'DCTD', 'ETF1', 'SNW1', 'GLB1', 'NME1', 'PODXL', 'FAT1', 'TMX4', 'DDX39A', 'SFPQ', 'IRAK1', 'TXNL1', 'SMC1A', 'NISCH', 'EIF3H', 'PPP4R1', 'ZC3H15', 'KRT18', 'COX7A2', 'INPPL1', 'OAT', 'PHB2', 'IFITM1', 'PPP1R12A', 'CNN2', 'PWP1', 'ICMT', 'ALDH9A1', 'AP1G2', 'RUVBL1', 'CALD1', 'PRDX3', 'MBTPS1', 'NBL1', 'SND1', 'DARS', 'INSIG1', 'RRAGA', 'IER3', 'EIF2B1', 'CYB5B', 'FXR1', 'CLPTM1', 'BST2', 'IFNGR2', 'TNC', 'SCARB2', 'JAK1', 'UBE2L6', 'KRT19', 'PACSIN2', 'COPS5', 'CNIH1', 'HSPG2', 'ARL1', 'ACSL3', 'SMC4', 'TIMP1', 'GJA1', 'MARCKS', 'USP14', 'GYS1', 'AKAP1', 'HMCES', 'SRRT', 'DLG5', 'PMPCB', 'TOX4', 'API5', 'TPD52', 'EGR1', 'PNP', 'SRSF4', 'DNMT1', 'PSMC6', 'CCND3', 'PGRMC2', 'PPP1R10', 'ENTPD6', 'PSMD7', 'PEX19', 'NIPSNAP1', 'MYBL2', 'RANBP2', 'TUBG1', 'ACIN1', 'MRPL49', 'EPB41L2', 'LAPTM5', 'GALNT1', 'CDC123', 'ELAVL1', 'KIAA0100', 'TPR', 'CLCN3', 'MARCH6', 'EIF1B', 'SGK1', 'NDUFS3', 'SRSF1', 'CD14', 'LUM', 'TWF1', 'TP53', 'SAFB', 'ECE1', 'JOSD1', 'COX6C', 'RPA2', 'TSG101', 'WSB2', 'MTHFD2', 'PSME2', 'DAXX', 'TMEM106C', 'HEXA', 'ELAC2', 'CLINT1', 'SNRPA', 'SCAMP3', 'AZIN1', 'ADNP', 'NCAPD2', 'EFCAB14', 'RNF13', 'AIP', 'RELA', 'C11orf58', 'RNASE1', 'ADAR', 'DDX42', 'DHCR7', 'AEBP1', 'SMG7', 'LBR', 'VARS', 'MYOF', 'OSBP', 'SLC29A1', 'POLR2B', 'TBCB', 'PRKAG1', 'VPS26A', 'ENG', 'SH3BP5', 'TBC1D5', 'GBAS', 'UBE3C', 'LPCAT1', 'SCARB1', 'KRT5', 'RNF14', 'SCCPDH', 'SMARCD2', 'FAM127A', 'NET1', 'USO1', 'HDAC2', 'PRKAB1', 'SUPT7L', 'EPCAM', 'NEDD8', 'HSPB1', 'EFEMP1', 'RYBP', 'LIPA', 'BNIP3', 'CAPG', 'SH3GL1', 'CDC25B', 'ATMIN', 'ZFR', 'SRGN', 'PLAT', 'LRRFIP1', 'FAM32A', 'GDI1', 'TOMM34', 'UBXN1', 'ABCE1', 'MPZL1', 'PON2', 'PPP2R5C', 'ARIH1', 'CEACAM5', 'CYB5R3', 'DCAF11', 'IL13RA1', 'FAM3C', 'RRM2', 'IMPDH2', 'ARAF', 'PSRC1', 'CKS1B', 'UBE2A', 'AKR1A1', 'YY1', 'UQCRC1', 'CTDSPL', 'DVL3', 'RPS4Y1', 'FARP1', 'GSPT1', 'COASY', 'SEC63', 'SLC25A36', 'SLC20A1', 'GNG10', 'NSA2', 'PRDX4', 'AFF1', 'CD55', 'PKP4', 'MCM6', 'ETFA', 'LRRC41', 'CHMP1A', 'WDR82', 'EIF4G3', 'CDK2AP1', 'PLK2', 'CPD', 'HEXB', 'FURIN', 'CCT2', 'GNL2', 'CAPZB', 'ALCAM', 'CIB1', 'ARPC1B', 'CCNC', 'GNPAT', 'PPP1R12B', 'MYCBP2', 'RNF41', 'ACSL1', 'SETX', 'NDUFS2', 'RBM6', 'PGM1', 'NASP', 'ATP6V1A', 'MYO10', 'KIAA0141', 'PPP5C', 'RSU1', 'PAPPA', 'EGFR', 'KIAA0196', 'MED13', 'CREBL2', 'KIF5B', 'HNRNPDL', 'MORF4L2', 'EXT1', 'SPEN', 'ST6GAL1', 'DYNLT1', 'NDUFA6', 'ACAA2', 'PTPN12', 'NID1', 'TWF2', 'TJP1', 'EXT2', 'PPP1R15A', 'MEST', 'EPHX1', 'LTF', 'LANCL1', 'EIF1', 'ALDOC', 'EFNA1', 'ASNA1', 'SDHD', 'TMEM184B', 'RPL38', 'BCKDK', 'RB1CC1', 'SFRP1', 'UBE4A', 'KDM5A', 'FIBP', 'HARS', 'SMS', 'ARHGAP35', 'CBX6', 'ZMYM4', 'RAI14', 'ALDH3A2', 'CTR9', 'SEL1L', 'PPFIA1', 'LDLR', 'IDH3A', 'SDC4', 'HNRNPL', 'OPTN', 'PLTP', 'BIRC2', 'NDUFAB1', 'COPS3', 'TRAK1', 'IER2', 'SEC14L1', 'TJP2', 'MX1', 'CTSL', 'SLC39A6', 'UQCR11', 'ARL2BP', 'PAF1', 'BIRC5', 'TSPO', 'NUP153', 'RALB', 'BRD4', 'IGBP1', 'GOLGA3', 'MCM2', 'PEPD', 'ARFIP2', 'COX7B', 'SLC4A2', 'VWF', 'SNX2', 'NOC2L', 'DPF2', 'ARHGAP1', 'CPNE3', 'CHMP2A', 'PLIN3', 'ABL1', 'TRAK2', 'PRPF4B', 'AREL1', 'RIOK3', 'WWTR1', 'ACTR1B', 'ZMYND11', 'AIMP2', 'CLK3', 'COPS8', 'LY6E', 'IFRD1', 'PYCR1', 'NEDD9', 'UBAC1', 'NUP62', 'TUBB3', 'NUP214', 'CELF2', 'CREBBP', 'PKN1', 'CNOT8', 'PPP1R2', 'MMS19', 'AASDHPPT', 'VEZF1', 'PCM1', 'CHPF', 'ERCC3', 'GAS6', 'PRKCZ', 'BLMH', 'MVP', 'SUSD6', 'KAT2A', 'KIF22', 'NUP133', 'PLOD3', 'PPP2R5A', 'NUP93', 'GAS7', 'LIMK2', 'TMED5', 'DKK3', 'MTMR3', 'SRPK1', 'BLVRB', 'LAMA4', 'AMFR', 'VASP', 'ARL4C', 'LSM3', 'ARFGAP3', 'PES1', 'CUL4B', 'NFYC', 'C21orf33', 'FADS2', 'SLC6A8', 'KIAA0907', 'DES', 'STT3A', 'CRK', 'BRD8', 'NPTN', 'CHERP', 'EIF3M', 'UQCRH', 'SLC16A1', 'NNMT', 'PARP4', 'PLK1', 'TRIB1', 'TSPAN7', 'PSMB4', 'LSS', 'CDK4', 'E2F4', 'DCAF8', 'PRPF3', 'RAB13', 'DNM2', 'SIPA1L1', 'CD2BP2', 'N4BP2L2', 'STXBP1', 'VPS72', 'DDAH2', 'CYB5R1', 'TOMM40', 'BMI1', 'TDP2', 'LAMC2', 'NAE1', 'GBP1', 'FBXO28', 'PDGFRB', 'ACTG2', 'G6PD', 'SHFM1', 'SPTLC1', 'C14orf2', 'GAK', 'HSD17B10', 'SERPINF1', 'CDKN1A', 'TACSTD2', 'MTOR', 'PDAP1', 'MGP', 'STAG1', 'CTSH', 'RER1', 'NDUFA1', 'LAMTOR5', 'RSRC2', 'SMARCA5', 'FNDC3A', 'POLR2G', 'TAP1', 'SREBF1', 'MTHFD1', 'COL1A1', 'PPP2R2A', 'CYP51A1', 'BCR', 'UBE4B', 'SENP6', 'GGPS1', 'ACBD3', 'ATP5J', 'EHMT2', 'PKD1', 'CSK', 'UNG', 'BCKDHA', 'CSNK1E', 'UBE2B', 'PMF1', 'TK1', 'NR4A1', 'HSF1', 'FABP5', 'UBE2K', 'TOR1A', 'MATN2', 'ITGAV', 'PSMD12', 'GTF2F1', 'CFB', 'SNX19', 'MAML1', 'SEC24C', 'RAP1A', 'SPOCK1', 'MXI1', 'UNC119B', 'ACADS', 'TRAM2', 'CBFB', 'TCEAL4', 'RAB3GAP2', 'SEC24D', 'SERPINA3', 'LEPROT', 'NKTR', 'ADAM9', 'GNPDA1', 'KDM5C', 'TCOF1', 'KIAA0430', 'RGS2', 'HTT', 'BASP1', 'PISD', 'KLF10', 'ABCF3', 'NSF', 'TCERG1', 'NUTF2', 'AP3S2', 'SRF', 'CARS', 'COL1A2', 'TIAL1', 'PRPF31', 'IFI27', 'USP1', 'ERCC5', 'HSPBP1', 'DNAJC7', 'KEAP1', 'YIF1A', 'KDSR', 'DHX9', 'IGSF3', 'ACSL4', 'KAT6A', 'MAP2K2', 'MPC2', 'MYC', 'PPP3CB', 'SLC35B1', 'CYP1B1', 'IDS', 'ST5', 'ERLIN1', 'AP3S1', 'NOTCH2', 'PLSCR1', 'DECR1', 'RXRA', 'CTSK', 'ZER1', 'GTF2H1', 'ERBB3', 'HDAC5', 'PPP3CA', 'PRSS23', 'LPIN2', 'EIF2B2', 'DDX46', 'MBD3', 'PFKFB3', 'PCOLCE', 'PAPD7', 'COPS2', 'CTNNAL1', 'CPSF6', 'MPI', 'HCFC1', 'TMEM147', 'TUBGCP2', 'TRIB2', 'DHRS3', 'RANBP1', 'MBD2', 'AFG3L2', 'FXYD3', 'IKBKAP', 'ATG9A', 'PPIE', 'TBCC', 'EDC4', 'SLC2A3', 'DNAJB2', 'ACADM', 'KIAA0101', 'TRIM29', 'SNRPB2', 'SSFA2', 'SNAP25', 'TNFAIP2', 'PPP2R5D', 'DLG1', 'CRMP1', 'BCL7B', 'MLXIP', 'MLH1', 'CTCF', 'PITPNB', 'SPOCK2', 'PRSS8', 'SMAD4', 'GALE', 'PRPSAP1', 'IRF1', 'DHFR', 'FADD', 'CHMP2B', 'HMGCR', 'AIMP1', 'GMFB', 'PRKCD', 'VAMP8', 'ARHGEF7', 'VAPB', 'CRIM1', 'SYF2', 'GSTM3', 'MYLK', 'MCRS1', 'HSPA13', 'CHTOP', 'TNKS', 'C14orf1', 'ARL2', 'SVIL', 'SNRPD3', 'MARK3', 'DLGAP4', 'CSNK1G2', 'CRABP2', 'DDX19A', 'FOXM1', 'RANBP9', 'NFX1', 'AK1', 'TYMS', 'PDK2', 'SSBP1', 'GDE1', 'LEPROTL1', 'IRF6', 'S100A13', 'NRIP1', 'HTATSF1', 'ADAM10', 'GUSB', 'TLK1', 'NDST1', 'EPS8', 'MED14', 'CTPS1', 'SLC30A9', 'GNAQ', 'MECP2', 'PLOD2', 'IRF3', 'ATXN2', 'EAPP', 'SERPINE1', 'APPBP2', 'TOPBP1', 'POLR2K', 'RNF103', 'ICAM1', 'RANBP3', 'ARL3', 'TRRAP', 'TNFAIP3', 'MEN1', 'NRAS', 'RPS19', 'TMEM94', 'LPGAT1', 'APBB1', 'MARCH7', 'MANF', 'SERTAD2', 'PEX11B', 'PSMB10', 'ITPR2', 'WIPF1', 'ACTL6A', 'EFNB2', 'MAP2K1', 'ATF3', 'DPM1', 'LMO7', 'SDHB', 'RASA1', 'GTF2A2', 'NPC1', 'GTF2E2', 'RNMT', 'AXL', 'TNFSF10', 'RBM15B', 'SNRPD1', 'STK17A', 'OXSR1', 'BMP1', 'TRIM26', 'DUSP11', 'TOB1', 'CCNB2', 'HIST2H2BE', 'FMOD', 'BET1', 'EFNB1', 'KIAA0391', 'CAD', 'PTPN1', 'IGFBP2', 'TES', 'GFPT1', 'FOXO1', 'POLR2A', 'LIG1', 'LTBP1', 'PKIG', 'P4HA2', 'TRIP10', 'EBP', 'LSM4', 'PHKB', 'PRKACB', 'PIK3R3', 'SLC20A2', 'USP8', 'ITM2A', 'GBP2', 'WRB', 'TFIP11', 'PSMD6', 'R3HDM1', 'GPC1', 'NELFB', 'RFXANK', 'SYNE2', 'ROCK2', 'CASP3', 'STIM1', 'FBN1', 'ACP2', 'FOSB', 'CCNG2', 'PIEZO1', 'HMGCL', 'SFSWAP', 'DNTTIP2', 'SHOC2', 'ZMYM2', 'UBE2S', 'OXCT1', 'INPP5K', 'NNT', 'NDUFA7', 'STK39', 'MAPKAPK3', 'PLCG1', 'CLDN7', 'PPP6R2', 'LPCAT3', 'INPP1', 'SYNPO', 'SACM1L', 'SEC24B', 'CLPP', 'SLC1A3', 'PRKACA', 'ITGB2', 'ABCC1', 'DBN1', 'TOM1', 'WBP1L', 'INTS3', 'DRG1', 'STAMBP', 'GAA', 'TARBP1', 'SS18', 'TCEB3', 'AHR', 'LPP', 'TCEB1', 'SLC25A4', 'SPINT1', 'MMP14', 'VAMP7', 'SLC37A4', 'GPX2', 'GCC2', 'AGT', 'TXNL4A', 'FUCA1', 'NDUFB7', 'TAF15', 'DNAJB9', 'RALBP1', 'PCK2', 'ABCD3', 'AAGAB', 'HPRT1', 'U2AF1', 'CXCL8', 'DENND4B', 'PER1', 'FAH', 'SP100', 'DNAJB12', 'POP4', 'OAS1', 'CDC20', 'TRAF4', 'ATP6V1C1', 'PBX2', 'CD93', 'CYTH1', 'PPP2R1B', 'DDIT4', 'ANPEP', 'MAP7', 'NIT1', 'CDC23', 'UNC13B', 'EPHB4', 'SIRPA', 'SDC3', 'E2F1', 'NUP88', 'CTSS', 'NBN', 'WFS1', 'ADGRE5', 'MSH6', 'ADM', 'ARHGEF11', 'FAM20B', 'S100A8', 'MOB4', 'ANK2', 'GCLC', 'PLAGL2', 'NBAS', 'PIN1', 'DDT', 'SUCLA2', 'YES1', 'HK2', 'SOX9', 'RRP7A', 'ZMPSTE24', 'NDUFV2', 'ETFB', 'NAGA', 'FPGS', 'BTBD3', 'GYPC', 'IL1R1', 'FHL2', 'CRYZ', 'STK38', 'ADAM12', 'C1QB', 'UBE2C', 'ARFGEF1', 'HCLS1', 'PTPN9', 'MUT', 'ATP5J2', 'KIF13B', 'RFX5', 'CAPN6', 'GSTA4', 'DYRK2', 'MPP1', 'RHOBTB3', 'CREBZF', 'SIAH1', 'HLTF', 'BAG5', 'ARNT2', 'RGS1', 'PYGL', 'STARD3', 'C7', 'FBLN1', 'POLD4', 'LOXL2', 'STMN2', 'AMOTL2', 'MEF2D', 'LTBR', 'INPP5A', 'LYPLA1', 'STAT5A', 'IMPA1', 'ECD', 'SSX2IP', 'SLPI', 'RNASEH2A', 'C5orf15', 'NAA10', 'ZBTB5', 'MVD', 'CYBA', 'PTPRN2', 'UROS', 'RPL27A', 'PIAS3', 'MTSS1', 'PTPRK', 'NDUFS1', 'HMBS', 'ZBED1', 'CHSY1', 'NINJ1', 'TIMELESS', 'STK10', 'TTC37', 'TP53BP1', 'BAHD1', 'C2', 'BCAS2', 'TCTA', 'ARHGEF1', 'PAPSS2', 'MDC1', 'PPM1F', 'FOXK2', 'CAV1', 'CHST15', 'PDHX', 'KLHL21', 'SV2A', 'SEMA3B', 'MYO1E', 'COG2', 'SMAD2', 'CUL2', 'BAZ2B', 'CTNNBIP1', 'BMS1', 'THBS2', 'TGFB1', 'KIF2A', 'FBLN5', 'HTRA2', 'SDF2', 'TIMM44', 'MAD2L1BP', 'MTIF2', 'RAPGEF2', 'CDYL', 'MGAT2', 'PRPF19', 'CSF1R', 'DNM1L', 'GPRC5A', 'UBE2M', 'PTK2B', 'NELFA', 'EEF1D', 'SSSCA1', 'FECH', 'PAN2', 'PCSK7', 'CCDC86', 'TP53BP2', 'TRAPPC12', 'SLC11A2', 'IMPA2', 'SPTLC2', 'KIF5C', 'PDGFRA', 'RB1', 'SEC61B', 'TBP', 'RABAC1', 'WTAP', 'HAT1', 'DAPK1', 'AP3B1', 'KIAA0040', 'SPAG5', 'GABBR1', 'TRIM14', 'PVRL2', 'RABEPK', 'MAP1A', 'MRPL40', 'IFIT1', 'PAK4', 'SETDB1', 'AKAP11', 'RNF8', 'KATNB1', 'SLC33A1', 'CFDP1', 'TIMP2', 'RGP1', 'RRP8', 'C16orf62', 'ARFRP1', 'RHOG', 'TFAM', 'GALT', 'ALDH1A3', 'SRPK2', 'FBN2', 'RASSF2', 'S100A4', 'DOCK1', 'B4GAT1', 'NDUFS8', 'ABCB6', 'NUP98', 'ABCC4', 'C1orf123', 'CDK9', 'MTRR', 'PMM2', 'KRR1', 'KDM4A', 'FAM53B', 'MTFR1', 'RFC5', 'MTMR2', 'CDK1', 'MYO6', 'ST3GAL5', 'MAPK9', 'TLE1', 'RFK', 'TSPAN31', 'PAFAH1B3', 'CLK2', 'DVL1', 'ATXN1', 'IL4R', 'UPP1', 'THOP1', 'LGALS9', 'NOTCH3', 'CNOT3', 'FCGBP', 'UVRAG', 'PEX5', 'LINC00094', 'NPRL2', 'EZH1', 'SCAF8', 'CDK2AP2', 'PPIP5K2', 'TLN1', 'CDH3', 'C11orf49', 'DRAP1', 'HDDC2', 'DCTN6', 'FAM50A', 'ARHGEF9', 'MAP2K4', 'DRG2', 'NSMAF', 'DTYMK', 'UNC119', 'TUSC2', 'IRF2', 'LMNB1', 'DFFA', 'PHF21A', 'EDEM1', 'UBA7', 'GBE1', 'HS2ST1', 'RNF44', 'LAD1', 'KIAA0355', 'CNOT4', 'VPS11', 'LMAN1', 'ATP1A2', 'JARID2', 'AP1S2', 'DMTF1', 'DCK', 'DYNLT3', 'BAMBI', 'F13A1', 'SLC35A1', 'GNL1', 'HPS1', 'STXBP3', 'ARF6', 'TGIF1', 'NCK2', 'SNRPE', 'ZNF148', 'SH2B3', 'ADNP2', 'CAV2', 'PTPRM', 'INPP5D', 'KIFAP3', 'DHX8', 'PHYH', 'ITGB1BP1', 'PPP2R5E', 'SLC25A12', 'CEBPZ', 'TIMM17B', 'UGDH', 'RBBP8', 'MTF2', 'ETV5', 'AP1G1', 'ORC4', 'CAPN7', 'EZH2', 'MYCBP', 'MAD2L1', 'ATG13', 'MMP15', 'DUSP14', 'CRELD1', 'PDLIM7', 'NDUFB3', 'SOCS2', 'TPP2', 'CDC40', 'PCF11', 'RPS6KA1', 'SRSF5', 'APOE', 'GOLGA1', 'DGKA', 'TBC1D4', 'ARRB2', 'KIF3C', 'FKBP2', 'HES1', 'PSMA4', 'GALNT3', 'PSG3', 'TF', 'PRPS2', 'KCNAB2', 'RNF6', 'ARMCX2', 'PSMG1', 'MFAP1', 'PPL', 'SATB1', 'DDB2', 'AP3M2', 'LZTR1', 'NELL2', 'MMD', 'PDCD6', 'CD53', 'MFAP2', 'CCNA2', 'KMT2B', 'FAM8A1', 'TP53I11', 'POLD1', 'RBP1', 'ASF1A', 'SUCO', 'HEBP2', 'ARHGAP32', 'TMPO', 'MTHFS', 'MME', 'RPP30', 'TMEM11', 'STC2', 'CDH2', 'EML3', 'MTA2', 'PSMD5', 'TERF1', 'CBY1', 'B3GAT3', 'SCNN1A', 'ATOX1', 'PRAF2', 'SPR', 'VPS16', 'PSEN1', 'CHD2', 'EIF3B', 'EPN2', 'MRPL19', 'MPV17', 'PMM1', 'CDK10', 'PLEK', 'SLCO2B1', 'IQGAP2', 'CYP19A1', 'TPBG', 'COL15A1', 'NDUFC1', 'OTUD4', 'SLF2', 'SEC61G', 'RTN1', 'ARMC8', 'CEP57', 'MED1', 'RCAN2', 'EPHA2', 'CPQ', 'BPGM', 'ABCA1', 'MED12', 'CD68', 'TNFRSF1B', 'MET', 'TRAPPC3', 'SPG11', 'MAP3K3', 'PMVK', 'SNTA1', 'MTX2', 'LYST', 'UPF2', 'ZNF318', 'CCS', 'LSP1', 'MPST', 'APC', 'SEMA4D', 'STX4', 'CUL5', 'LSM1', 'S100A9', 'CIAO1', 'PRPSAP2', 'CAMLG', 'GFAP', 'KLF9', 'STAM', 'ALG8', 'IPO13', 'CD4', 'LPL', 'FAM189B', 'COX11', 'MAP4K5', 'PTTG1', 'ZHX2', 'PCBD1', 'CUL7', 'AOC1', 'GGH', 'FCGR2A', 'FEZ1', 'AFAP1', 'FANCG', 'MNAT1', 'AGL', 'TRIM38', 'OFD1', 'LOXL1', 'ADIRF', 'TAF6', 'RABGGTA', 'NFIL3', 'CSNK2A2', 'BCAT2', 'GTF2H4', 'SLC7A6', 'RAB4A', 'UNC50', 'EMC2', 'ZNF185', 'ARL4D', 'TFDP2', 'DYNC1LI2', 'CSF3R', 'FSTL3', 'CD2AP', 'RTCA', 'IFIT5', 'WBP4', 'FAM193A', 'ZBTB17', 'ZEB2', 'ZNF516', 'SRP54', 'NDUFS6', 'INPP5F', 'ALDH5A1', 'TERF2', 'BYSL', 'NDUFB6', 'SULT1A1', 'POLB', 'ELK1', 'FAIM2', 'FCHSD2', 'NDUFB5', 'PNO1', 'PLXNA3', 'SKP2', 'IGF1R', 'COG5', 'GPRC5B', 'CPT1A', 'DSCR3', 'MID1', 'FGFR2', 'MBNL2', 'COBLL1', 'ERF', 'MON1B', 'FDX1', 'TATDN2', 'PLA2G2A', 'PROCR', 'ZFYVE16', 'MAP3K11', 'COIL', 'XRCC1', 'FIG4', 'CTSF', 'SLC25A20', 'TRIM13', 'PCNT', 'TMOD1', 'COX5A', 'POLR2D', 'HMOX1', 'TBCA', 'MAN2C1', 'DGAT1', 'TPMT', 'TG', 'HELZ', 'NUCB2', 'TARBP2', 'FAN1', 'TMED1', 'PRKAR2B', 'VEGFB', 'BCL2', 'MPG', 'PKD2', 'FMR1', 'TUBGCP3', 'PI3', 'E2F3', 'DHX16', 'DFNA5', 'RFC2', 'FRZB', 'DIO2', 'TRMT1', 'TTLL4', 'RREB1', 'FZD7', 'ZNF263', 'PHKG2', 'PUM3', 'LLGL2', 'TBCE', 'DPP4', 'PNPLA6', 'ERCC1', 'UTP18', 'ALDH4A1', 'ITPKB', 'GADD45A', 'LAMA3', 'SKIV2L', 'BAK1', 'EMP3', 'ZKSCAN5', 'TRIP4', 'DEXI', 'FOXJ2', 'PPRC1', 'C5orf22', 'ZNF217', 'MPHOSPH6', 'ADCY7', 'TDG', 'HMGB3', 'HCCS', 'RARA', 'JUND', 'BRF1', 'BUB1B', 'ARHGEF17', 'CEACAM6', 'CTSO', 'ST3GAL4', 'SLA', 'DYNC2LI1', 'DLGAP5', 'GCA', 'LMOD1', 'STS', 'MTR', 'SLC25A13', 'GPKOW', 'RPS6KB2', 'MANBA', 'MPZL2', 'MRPL33', 'POLRMT', 'SSBP2', 'SEMA3C', 'RIDA', 'DMXL1', 'CDC42BPA', 'BCL7A', 'VSNL1', 'CD302', 'MRPS14', 'PCYOX1', 'LUC7L3', 'FANCA', 'AKT2', 'DNAJB4', 'SLIT3', 'NQO2', 'GSTT1', 'DGUOK', 'SF3A3', 'IGF2BP3', 'RGS3', 'TSPAN8', 'PITPNM1', 'WIPI1', 'IL32', 'ELP4', 'C17orf75', 'R3HDM2', 'SNRPF', 'LRRC32', 'MAP3K5', 'TNK2', 'BLZF1', 'MAPRE3', 'RPS6KA3', 'VHL', 'KAT2B', 'TRIM32', 'AKAP8', 'KIF1A', 'IGFBP6', 'GAB2', 'CFI', 'WDR47', 'VRK1', 'PDIA5', 'COX10', 'PALM', 'PCCA', 'ACTN2', 'ADARB1', 'NLE1', 'VCAM1', 'USP46', 'SENP3', 'ACTA1', 'SMARCA1', 'MMP11', 'PIK3CD', 'COX17', 'DMD', 'IRF9', 'RAB11FIP2', 'RAB21', 'FBLN2', 'THBD', 'SCG5', 'DAPK3', 'WFDC2', 'TAF9', 'TUBG2', 'PLCB4', 'LYRM1', 'CRCP', 'SZT2', 'TAB1', 'HEPH', 'CD82', 'PARN', 'IQSEC1', 'SLC4A4', 'SLC9A6', 'ARHGAP29', 'RAP1GAP', 'DNASE1L1', 'HPGD', 'CXCL9', 'NDST2', 'CXADR', 'PCDH1', 'TCEA2', 'NR1H3', 'CHST2', 'CYBB', 'GSTA1', 'GCLM', 'NFKBIE', 'MRPL12', 'HLA-DMB', 'RAB11FIP3', 'KDR', 'ACVR1', 'MMP9', 'TAF1C', 'NT5E', 'VASH1', 'INTS9', 'MARK2', 'KIF3B', 'BTN2A1', 'ARG2', 'CSTF3', 'MPO', 'CLCN6', 'CNN1', 'ATF6', 'CLDN3', 'PPP1R26', 'MORC2', 'E2F6', 'ZBTB40', 'NEBL', 'NMI', 'USP20', 'PPM1A', 'CDC6', 'SLC31A1', 'PEX3', 'CEBPD', 'PUDP', 'NUBP1', 'CYP27A1', 'FABP4', 'ABCD4', 'TSNAX', 'CASP9', 'ZNF212', 'FZD6', 'FUT8', 'F2R', 'KDM6A', 'C21orf2', 'PTPN3', 'SYT1', 'GNB5', 'NUPL2', 'PAWR', 'FCGR3B', 'DNAL4', 'SPRY2', 'LCMT2', 'DUSP4', 'KDELR3', 'SH3YL1', 'PURA', 'WWP2', 'RFC4', 'OSGIN2', 'PDCD2', 'ZWINT', 'METTL1', 'RABGAP1', 'PCBP2', 'BCAR3', 'TRIP13', 'ETHE1', 'SCG2', 'LPAR1', 'CEBPA', 'RNF144A', 'MAOB', 'WASF3', 'TCN2', 'QPRT', 'TCEAL1', 'PLCB2', 'PHACTR2', 'SFRP4', 'CTAGE5', 'MVK', 'IRF8', 'ME1', 'PRKX', 'ULK2', 'THOC1', 'CHST10', 'AGAP1', 'SUOX', 'STK3', 'MEIS1', 'RARRES3', 'TOPORS', 'FRY', 'MYRF', 'CEP104', 'ENTPD4', 'P3H4', 'TPST2', 'TOE1', 'NRGN', 'PBX3', 'TPM2', 'PRAME', 'SLC5A6', 'P2RX4', 'MAP3K4', 'PDE6D', 'AURKA', 'CCNH', 'TSC22D2', 'ELL', 'RBMX2', 'SMARCD3', 'CCL4', 'SNAPC2', 'NRCAM', 'TESK1', 'NFYA', 'HNMT', 'NID2', 'GNG11', 'IL2RG', 'PREP', 'CD48', 'ADK', 'GADD45G', 'TYROBP', 'LIG3', 'SLC34A2', 'NDUFAF1', 'CDC45', 'RFC3', 'BCL9', 'HSD11B2', 'FOXO3', 'RRP9', 'PDE2A', 'FILIP1L', 'COL7A1', 'GPR137B', 'TPST1', 'TUBB2A', 'ENOSF1', 'PIGQ', 'FRG1', 'RAD51AP1', 'STAB1', 'MFNG', 'CDO1', 'TCIRG1', 'CDKN2C', 'ENPP4', 'NDC80', 'EMILIN1', 'SIPA1', 'WASF1', 'SBNO2', 'BTD', 'MGST2', 'IMPDH1', 'CKS2', 'CPOX', 'MYL6B', 'ALOX5AP', 'ZNF593', 'KLHL20', 'RBM14', 'MB', 'ZBTB43', 'ADRBK2', 'PPID', 'GMPR', 'RARG', 'USPL1', 'IFNAR1', 'CD37', 'CHKB', 'BACH1', 'RUNX3', 'RALGPS1', 'PDGFB', 'PTPN13', 'IQCE', 'CEBPG', 'SLC31A2', 'APOBEC3G', 'MNT', 'RNGTT', 'PCYT1A', 'EIF2AK2', 'ACOT8', 'PIGR', 'RAB32', 'TMEM243', 'ZC3H14', 'ANAPC15', 'PSMC1', 'GMFG', 'GLIPR1', 'PRELP', 'GCH1', 'HDAC4', 'STAU2', 'TK2', 'PPIH', 'SLC17A7', 'FAAH', 'FCER1G', 'CHKA', 'ZNF195', 'GULP1', 'NNAT', 'SMC2', 'ACOX3', 'RLF', 'DBF4', 'RPP14', 'DCTN3', 'CDK5', 'LMO2', 'CEP164', 'CDK2', 'VDR', 'ELOVL6', 'CHD1', 'MMP7', 'CHGB', 'PSEN2', 'CPT2', 'GPSM3', 'PKMYT1', 'S100A2', 'PIM2', 'SKI', 'LGALS4', 'CAPN15', 'EBAG9', 'PSMB9', 'RGS14', 'FARS2', 'PPP1R3C', 'PMAIP1', 'SYNGR1', 'SORBS2', 'ZNF518A', 'STK11', 'SGSH', 'AMT', 'SURF1', 'PIK3C3', 'GATB', 'KBTBD11', 'CTIF', 'PROM1', 'CD151', 'TECPR2', 'CYP11A1', 'NPR2', 'ATP1B2', 'CREB1', 'GTSE1', 'RGS10', 'NEO1', 'GOLIM4', 'MT1X', 'ZNF202', 'TMC6', 'MRPS12', 'AGA', 'KLF7', 'CCDC94', 'RGS19', 'RGS4', 'TMEM187', 'TRIM16', 'SLC25A24', 'ABCA3', 'COL16A1', 'RASSF1', 'AK4', 'MED7', 'S100P', 'TRAF5', 'POT1', 'DHX30', 'LIMK1', 'FLRT2', 'NAGLU', 'SKAP2', 'F3', 'REEP1', 'SP2', 'SLCO2A1', 'PIK3CA', 'CLP1', 'KHSRP', 'CEP350', 'GALK1', 'CLSTN3', 'VPRBP', 'BCAS1', 'FGFR3', 'LRP3', 'NAT9', 'GOLGA2', 'MRPL57', 'TRIM24', 'CAMK1', 'ACPP', 'SLC43A1', 'GRK5', 'EML2', 'KCNN4', 'RHBDD3', 'SLC12A2', 'TTF2', 'APEX2', 'EIF1AY', 'KIF21B', 'TRAF2', 'IFI6', 'APOC1', 'GALC', 'GSTM2', 'FOSL1', 'FGF2', 'MKLN1', 'LMO3', 'ARHGAP4', 'LCAT', 'SLC2A5', 'TLE2', 'SOX12', 'SPATA2', 'NUP58', 'PLEKHO2', 'FOLR1', 'IFI44L', 'CD83', 'POLA2', 'LTBP4', 'ARSA', 'KIF11', 'ALOX5', 'LZTS3', 'PDCL', 'APOA1', 'FZD1', 'ZNF84', 'LDOC1', 'GAS1', 'PLA2G15', 'CSTF2', 'SLC16A2', 'EDNRA', 'INA', 'SNCA', 'TIE1', 'PTPRZ1', 'CXCL1', 'GAP43', 'GEM', 'ZNF592', 'MMP1', 'PC', 'RABIF', 'OSTF1', 'BRPF1', 'CLDN5', 'ENO3', 'PIK3C2B', 'TOM1L1', 'KCNQ1', 'DOLK', 'CD44', 'PDE4D', 'ARHGAP11A', 'C15orf39', 'STRN3', 'ADCY9', 'AGTPBP1', 'SAMHD1', 'EVPL', 'HIRIP3', 'DMTN', 'PPP3R1', 'CDC7', 'FARP2', 'HIVEP1', 'ELMO1', 'DPH2', 'HSD3B1', 'ATXN7', 'PPIC', 'PLLP', 'BRD1', 'FAM216A', 'ZNF140', 'PDPK1', 'PHF14', 'TBC1D8', 'MYO5A', 'NAP1L1', 'TOX', 'BRCA1', 'CXCL10', 'VTN', 'GABRE', 'NPIPA1', 'EEF1A2', 'SEC14L2', 'ST6GALNAC2', 'RAPGEF1', 'HPS5', 'PEX6', 'KIAA0513', 'RAB40B', 'STAR', 'IKBKE', 'INPP4A', 'DZIP1', 'RAD54L', 'LSM7', 'FKBP5', 'APOC2', 'IRF4', 'SELL', 'ACOT13', 'PPM1D', 'ABCG1', 'ATG14', 'ICK', 'COX7A1', 'PIN4', 'CROT', 'MMP19', 'CLUAP1', 'PPIP5K1', 'FGFR4', 'MMP12', 'CD22', 'KLK3', 'L1CAM', 'BSN', 'SLC25A14', 'SLC7A7', 'NUAK1', 'VPS33A', 'CHL1', 'DLG4', 'MIEF1', 'STC1', 'UBOX5', 'MRPL28', 'DKK1', 'EXO1', 'CDK14', 'CGRRF1', 'CCL21', 'HMGCS2', 'ASL', 'CCDC85B', 'PKIA', 'PLCG2', 'SERPINB2', 'IDI1', 'UCHL3', 'ACD', 'VCAN', 'NR4A2', 'TFF3', 'ATP7B', 'ITGB3', 'PARVB', 'MYH2', 'RPS6KA4', 'RPS6KA5', 'NEK4', 'COL17A1', 'CGA', 'ACP5', 'ADA', 'NEK2', 'S1PR1', 'CCNT2', 'DPYD', 'HOMER3', 'TROAP', 'APBB3', 'NRF1', 'TFAP2A', 'CCL5', 'SHB', 'TRA2A', 'GFER', 'CCP110', 'ME3', 'ALPP', 'FOXA1', 'ANKRD6', 'MUC2', 'LRMP', 'SRD5A1', 'TMEM186', 'CDH5', 'KCNK1', 'RAPGEF5', 'LTBP2', 'NPTX1', 'ATP2B2', 'IRS1', 'PARM1', 'SGCE', 'STX8', 'CDC42EP1', 'AFP', 'CDC25A', 'CHGA', 'ISG20', 'DIEXF', 'NFE2L3', 'IFT88', 'INPP5E', 'MAPK4', 'KIF23', 'WIPI2', 'KIAA0753', 'WIF1', 'F5', 'PANX1', 'CCDC6', 'SLC29A2', 'EPHB6', 'ABCA8', 'DNAJC6', 'SCN3B', 'COL9A3', 'NCK1', 'CDH13', 'WDHD1', 'STX1A', 'RIMS3', 'TGFBR3', 'KLK6', 'KRT15', 'PDE4A', 'CSPG4', 'CENPC', 'CNKSR1', 'PDS5B', 'TAGLN3', 'IARS', 'MT1G', 'PICK1', 'IFIT3', 'PTGS2', 'NAP1L3', 'DSC2', 'HLF', 'MAP2K5', 'C2CD2L', 'RCBTB2', 'USP6NL', 'GNAO1', 'FNTB', 'ARHGEF5', 'NUDT1', 'FEN1', 'TAP2', 'TTF1', 'IL11RA', 'EVI2A', 'CHAF1B', 'THBS4', 'MAL', 'HOXB7', 'FAS', 'MLF1', 'IFNAR2', 'VSIG4', 'PPOX', 'FMNL1', 'SMAD7', 'NR2C1', 'IFT140', 'GPRASP1', 'DUSP2', 'PRR3', 'EML1', 'MYB', 'ZBED4', 'DHRS12', 'RRAD', 'TRIM21', 'H1FX', 'HLA-F', 'TMEM5', 'CLPX', 'CKM', 'CACNA2D2', 'ZW10', 'MAPK10', 'CADPS', 'ESPL1', 'HSD17B2', 'FGD1', 'BTN3A3', 'TTK', 'NAV3', 'ENDOG', 'MELK', 'CCNF', 'RAD9A', 'FOLR2', 'PSG5', 'CDK8', 'ATG12', 'FGL2', 'POLA1', 'GLDC', 'MLH3', 'POP5', 'EEA1', 'ENPEP', 'CP', 'ZBTB11', 'TCFL5', 'DCX', 'PTPN7', 'ORC2', 'P3H3', 'SERPINB5', 'B3GNT3', 'MAD1L1', 'TYMP', 'NAIP', 'NME3', 'CA3', 'JADE3', 'GCHFR', 'ICT1', 'PCSK2', 'MTERF1', 'TLE4', 'BAIAP3', 'GMDS', 'ZNF646', 'TAOK2', 'PDPN', 'MGMT', 'ARHGAP25', 'HUS1', 'MSLN', 'PLK4', 'NEURL1', 'LCK', 'ZFYVE9', 'AOC3', 'PTGER4', 'SAP30', 'BTRC', 'GJA4', 'EEF1E1', 'BCL3', 'DDX6', 'TRIM3', 'IL10RA', 'SOX11', 'RAMP1', 'MLLT3', 'PRR4', 'CPS1', 'GAS8', 'C11orf80', 'SASH3', 'TLR2', 'RASSF7', 'SLC10A3', 'VAMP5', 'TCF21', 'TNFRSF11B', 'HPN', 'MAP4K2', 'ZNF274', 'PLN', 'ALDH3B2', 'PTPRG', 'PTPRN', 'FST', 'ICAM3', 'CARD8', 'RHOH', 'LYPD3', 'SNAP91', 'DYRK1B', 'SRPX', 'MTAP', 'ORC5', 'PLK3', 'MNDA', 'PTPRCAP', 'SSPN', 'GC', 'ADGRB2', 'SHROOM2', 'C6orf47', 'MAFG', 'CSTA', 'OAS2', 'GJB1', 'RAB3A', 'EMP2', 'AMMECR1', 'DDX10', 'CLASRP', 'SH3BGR', 'CLOCK', 'SLC22A18', 'GPC4', 'TRAPPC6A', 'ITIH2', 'FGB', 'ITGB4', 'PFN2', 'GNAZ', 'MX2', 'CDK5R1', 'GPD1', 'ATF5', 'DDX3Y', 'AHDC1', 'DOCK4', 'NKRF', 'NMT2', 'CIB2', 'TFF1', 'VWA5A', 'HAGH', 'FGFBP1', 'TGFA', 'VIPR1', 'ARL4A', 'RAD51', 'ZBTB48', 'STAT5B', 'MAP3K8', 'FABP7', 'EFNB3', 'ITGA2', 'CCNE2', 'CTDP1', 'LSM6', 'IFT27', 'IKZF1', 'ORM1', 'GNE', 'CFTR', 'GABRP', 'CENPE', 'ASNS', 'CD79A', 'KIT', 'AUH', 'PRIM1', 'ITGAE', 'GPR162', 'IDUA', 'PARG', 'EXOSC9', 'ARID4A', 'SPRR1B', 'ENPP1', 'IL1B', 'ARHGAP26', 'ING3', 'XRCC4', 'CYP2J2', 'SLC22A5', 'SERPINF2', 'MTMR11', 'PIGF', 'CRIP1', 'AOX1', 'BCAP29', 'ORC1', 'NCAPH2', 'RWDD3', 'MAMLD1', 'ZNF7', 'NAGPA', 'RECQL', 'PLEKHA6', 'PEX12', 'POM121', 'SLC26A2', 'CCR1', 'GFPT2', 'CIITA', 'SNPH', 'MAN2A1', 'EFNA4', 'APOB', 'ARHGEF4', 'FGF13', 'PLCE1', 'NEFM', 'FGF1', 'FPR1', 'SGCB', 'TMEFF1', 'PLCD1', 'VRK2', 'PTGS1', 'NPM3', 'MOK', 'ACTC1', 'HSPE1', 'NUFIP1', 'USH1C', 'UST', 'FPGT', 'ANG', 'ABCD1', 'NCAN', 'MYL5', 'APBA3', 'SLC6A1', 'CD40', 'LRRN2', 'SPTBN2', 'CSF2RB', 'PEX11A', 'ERCC8', 'MYLPF', 'GCAT', 'CELSR3', 'CAPN5', 'CDC25C', 'DDR2', 'RBBP5', 'STAT2', 'PTPN4', 'CLTB', 'CD58', 'QPCT', 'ITGB3BP', 'TNNI1', 'ADAM8', 'ZSCAN9', 'ZNF324', 'GNG4', 'SPINK5', 'DNALI1', 'SMAD5', 'FANCC', 'PLS1', 'RP2', 'MAFF', 'PSPH', 'AP1S1', 'ATP7A', 'CA9', 'CLEC3B', 'GLI3', 'PCMT1', 'PLD1', 'NMB', 'RELB', 'ANOS1', 'IL6', 'ALDH1L1', 'RIN1', 'ACAP1', 'RNF2', 'APOH', 'TIMM8A', 'POLR3F', 'HGD', 'EHHADH', 'DEPDC5', 'SURF2', 'ESR1', 'PDGFRL', 'IL1RAP', 'RBMS2', 'COCH', 'RPH3A', 'EPM2A', 'PAFAH2', 'SLC16A4', 'KIF20B', 'SOD3', 'FCN1', 'TRMT2B', 'AREG', 'SCO2', 'CXCL13', 'SLC13A3', 'PARD6A', 'PEX13', 'NOTCH4', 'DOPEY2', 'EGR2', 'CEP290', 'PER2', 'ZNF174', 'TCF7', 'ZBTB39', 'AMPH', 'INHBB', 'NR3C2', 'ACYP1', 'PGC', 'KCNH2', 'BCL10', 'SPEG', 'LIF', 'POU2AF1', 'ADD2', 'LCP2', 'CDK20', 'PITRM1', 'PRDM2', 'GAD1', 'GLRB', 'PIGA', 'FKTN', 'URB2', 'TFAP2C', 'BMP2', 'IL2RB', 'HNRNPA2B1', 'BAIAP2', 'CKMT2', 'RBL1', 'CD79B', 'BTN2A2', 'SNRNP35', 'IGFBP1', 'KCNJ8', 'FGL1', 'ZC2HC1A', 'SMPDL3B', 'FBXO46', 'SPI1', 'SNTB2', 'SLC15A2', 'KIF5A', 'PSCA', 'APC2', 'EIF2S3', 'MTF1', 'FTSJ1', 'PHYHIP', 'RAMP3', 'ACVR2A', 'CLDN10', 'MN1', 'REEP2', 'PVALB', 'DCT', 'STIL', 'ZBTB24', 'BARD1', 'ST3GAL2', 'TMSB15A', 'DYNC1I1', 'GNA15', 'CRABP1', 'GGCX', 'SERPINI1', 'PEBP1', 'GAMT', 'ACADSB', 'USP13', 'AGTR1', 'GRIA2', 'AKAP6', 'PFDN4', 'BBOX1', 'ACOX2', 'HOXB6', 'SH2B2', 'FAM131B', 'DBT', 'PLAG1', 'CTNNA2', 'SLN', 'MDFI', 'INPP4B', 'ACHE', 'CBR3', 'PDZK1', 'LRRC17', 'CFD', 'FXYD1', 'TNNC2', 'ANK1', 'CHEK1', 'MRE11A', 'SMAD3', 'DCLK1', 'AGPS', 'HSD11B1', 'SPA17', 'RECK', 'MLLT10', 'STK4', 'ACAT1', 'MPPED2', 'ARHGAP44', 'ATXN3', 'DAG1', 'FES', 'GPR183', 'SLC22A3', 'AP1B1', 'TBKBP1', 'HIP1', 'ZNF354A', 'CALB2', 'MPP6', 'BMP5', 'OVGP1', 'BCHE', 'H2AFX', 'ZNF211', 'PTPN21', 'GSTT2', 'NPY1R', 'OCEL1', 'MFAP3L', 'SNAPC1', 'ATP2A1', 'PRL', 'MAP3K12', 'SAC3D1', 'PHKA1', 'FOXO4', 'PIGB', 'HOXB2', 'HPCA', 'MST1R', 'CD3E', 'MC1R', 'PDGFA', 'SCNN1B', 'HS3ST1', 'CASP10', 'IRF5', 'KLK11', 'DACH1', 'ATP6V1B1', 'CRLF3', 'SCRG1', 'CCL20', 'AMBP', 'PPP1R1A', 'UGP2', 'ADORA1', 'ISG15', 'SIT1', 'RYR1', 'TESK2', 'VGLL1', 'GZMA', 'CRYM', 'GJB3', 'DPYSL4', 'GNLY', 'KIAA0408', 'ZNF175', 'GHR', 'SRPX2', 'C5', 'PDE10A', 'CYP17A1', 'PTPN14', 'BTK', 'GCNT1', 'VIL1', 'ARHGEF15', 'SCN1B', 'CPB1', 'AIFM1', 'TCN1', 'ZNF415', 'GATA4', 'CMAHP', 'WDR76', 'STRN', 'EXOG', 'HAPLN1', 'KATNA1', 'GEMIN4', 'RUNX1T1', 'GLS2', 'VAV2', 'CORO2A', 'AVIL', 'RRAGB', 'GSPT2', 'STEAP1', 'HSPA4L', 'CR2', 'DNAJC8', 'TYK2', 'TAGLN', 'PCP4', 'BRE', 'SV2B', 'CSRP3', 'DNASE1L3', 'MSX2', 'BPI', 'TRAF6', 'PCSK5', 'KCTD17', 'RPP38', 'KISS1', 'PAGE4', 'FXN', 'CHST1', 'AQP9', 'LAMP3', 'LIPT1', 'ANGPT2', 'SNX7', 'C1QL1', 'SERPIND1', 'PYGM', 'ROR2', 'HRH1', 'NOS3', 'GGT5', 'ALG13', 'ETV6', 'VGF', 'MYL3', 'RASGRP1', 'SLC4A1', 'PDE9A', 'ZNF652', 'DSG3', 'SMURF2', 'SLC44A4', 'TRAIP', 'TRAF1', 'HOXB5', 'PSG7', 'DIAPH2', 'HOXD9', 'SCYL3', 'ANGPT1', 'MYOM1', 'TNFSF12', 'MMRN1', 'SYT17', 'CPA1', 'PRRG2', 'PRRG1', 'MEOX1', 'F10', 'ALKBH1', 'SMPD2', 'ALDH3A1', 'CPA3', 'CALB1', 'CDA', 'CRH', 'PIP5K1B', 'ALAS1', 'ZDHHC24', 'SH3GL3', 'ADGRB3', 'AOAH', 'ALDH3B1', 'CNTRL', 'SNRPG', 'REPS2', 'PAX6', 'RAD52', 'WNT2', 'FGA', 'RAPGEF4', 'TTLL1', 'CTSG', 'C4BPA', 'MDM4', 'PCDH17', 'HAAO', 'SNAPC4', 'HDAC9', 'PCBP3', 'KIN', 'FMO1', 'WRN', 'LY75', 'NCAM2', 'GAL3ST1', 'HLA-DOB', 'XPA', 'ASB9', 'FXYD2', 'MTTP', 'CYP27B1', 'DLEU1', 'AP3B2', 'ACAN', 'MMP10', 'BCL2A1', 'TPSAB1', 'DENND4C', 'UBFD1', 'TFAP4', 'PCNX2', 'BUD31', 'SYNGR3', 'CD38', 'TNNT3', 'TYRP1', 'SDS', 'GFRA1', 'SCGN', 'MAP2K6', 'HSD17B6', 'IPO8', 'ATP6V0A2', 'ANKRD26', 'IL17RA', 'TRPM2', 'CDS1', 'LRP2', 'ATP5C1', 'COMP', 'BST1', 'SLC25A40', 'ITGB7', 'PAH', 'POMC', 'GFRA2', 'CNTFR', 'SCGB1A1', 'TEP1', 'TENM1', 'OSMR', 'ABLIM3', 'BLM', 'AFF3', 'FABP3', 'ZNF107', 'RBM42', 'TNNI3', 'STAC', 'DOC2A', 'ADAM17', 'CBLN1', 'CYP1A1', 'BPHL', 'SH3GL2', 'GSTM5', 'F2', 'ITIH3', 'F8', 'ENTPD5', 'CD8A', 'SULT2B1', 'OGG1', 'DUS4L', 'TCAP', 'EREG', 'SLC27A2', 'GSR', 'AKAP7', 'CPEB3', 'F12', 'FAM50B', 'FMO5', 'DUSP9', 'KLK7', 'RAMP2', 'BIK', 'VPS9D1', 'FGF7', 'KLK13', 'ARVCF', 'ITGAM', 'ZC3H11A', 'CD1D', 'SKAP1', 'WISP2', 'NOVA1', 'NRXN3', 'TCP11L1', 'IL7R', 'SLC3A1', 'RASGRP3', 'TRPC1', 'ROR1', 'ROM1', 'TUFT1', 'WASL', 'POLG2', 'MAT1A', 'GRM3', 'REG3A', 'SIX1', 'BRINP1', 'MARCO', 'APOC3', 'KLRK1', 'RGS12', 'PCSK1', 'MYOM2', 'CCK', 'MMP3', 'HSD17B1', 'CLGN', 'CD2', 'CPA4', 'PART1', 'GYPA', 'BZRAP1', 'GH1', 'JAK2', 'VNN1', 'CACNA1H', 'PTPRB', 'PRSS22', 'GAS2', 'UQCRB', 'GABRB3', 'NME6', 'CDK5R2', 'ZBTB7B', 'TULP3', 'ZNF197', 'SLC14A1', 'SLC18A2', 'NGFR', 'LY86', 'SPIB', 'GREB1', 'S100A12', 'SLC7A4', 'ARID3A', 'FCN3', 'PRSS1', 'PIGL', 'ITPKA', 'LIFR', 'PRKD1', 'ZNF74', 'ZBTB16', 'REG1B', 'JAKMIP2', 'ADORA2B', 'FABP1', 'NLGN1', 'ARSE', 'NOLC1', 'SLC22A4', 'NFATC4', 'CX3CR1', 'CCNA1', 'KRT1', 'PNOC', 'KCNN3', 'MICA', 'FOXJ1', 'OMD', 'POLE2', 'PTH1R', 'PNLIP', 'PLIN1', 'S100A7', 'ZNF264', 'SLC4A3', 'SLC6A6', 'VNN2', 'RELN', 'RAB3B', 'CTSE', 'ZNF443', 'GPA33', 'GTF2E1', 'CREB5', 'MSX1', 'SETBP1', 'PLCL1', 'FOXF1', 'HK3', 'CGREF1', 'PPM1E', 'MYH3', 'TDO2', 'CLTCL1', 'IL6R', 'VIPR2', 'PTPRT', 'CA1', 'MYH1', 'KCNK3', 'LRIG2', 'RXRG', 'PLXNB3', 'CSHL1', 'MMP13', 'PDK4', 'DNAJA3', 'ZNF426', 'BATF', 'TAF13', 'KCNS3', 'AADAC', 'MT3', 'HOXD1', 'EPHA1', 'KL', 'SCGB2A1', 'ING2', 'DPEP1', 'CRHBP', 'CLCNKB', 'AATK', 'CD1C', 'CD84', 'MOG', 'PRRX1', 'IL15', 'ADAM28', 'CYP3A4', 'MEP1A', 'NPY', 'ADGRG2', 'CEP135', 'TGM3', 'CEP162', 'PRG4', 'TGM1', 'ITGA9', 'HABP2', 'ACTL6B', 'FOXJ3', 'CCDC22', 'KIAA0319', 'FOXG1', 'RBM19', 'SOCS6', 'NDP', 'NMU', 'HPD', 'TNFAIP6', 'S100A3', 'MERTK', 'ANKRD1', 'ASPA', 'USP5', 'DSC3', 'SERPINB8', 'REL', 'CCBL1', 'NR2C2', 'RAB33A', 'ATP2C2', 'BRAF', 'NOL4', 'GNB3', 'SELP', 'RNH1', 'ELAVL4', 'SLBP', 'ZNF510', 'SNRPA1', 'SPN', 'SLC6A12', 'ZNF91', 'PTPN22', 'DPYS', 'RAD51C', 'WT1', 'ACADL', 'EPHA3', 'UCN', 'COLQ', 'HMGA1', 'LRRC23', 'KEL', 'KALRN', 'CHML', 'PLCH2', 'SLC24A1', 'HCP5', 'ADGRB1', 'HFE', 'LRRC37A3', 'NELL1', 'MATN3', 'ZNF35', 'SLC22A18AS', 'ZBTB6', 'PRKCH', 'CPM', 'ECM2', 'GINS1', 'RAC3', 'ISL1', 'AFF2', 'RGS11', 'FUT1', 'RNASE2', 'ANKRD7', 'EPHA4', 'EGR3', 'STAT4', 'BHMT', 'CD33', 'AMPD1', 'SOX15', 'LLGL1', 'KLK8', 'CXCR5', 'ADRA2C', 'ARSB', 'ASGR2', 'CLPS', 'MCC', 'XAF1', 'ADAMDEC1', 'ST18', 'RIMS2', 'PI4KB', 'MOCS3', 'ZNF135', 'SLC26A3', 'MAGI1', 'RHAG', 'SCML2', 'IL3RA', 'CHP2', 'CD27', 'CELA3B', 'AGAP2', 'CYP4F11', 'RLBP1', 'ABCC2', 'GJB5', 'PTX3', 'CNBP', 'GDF10', 'APOBEC2', 'SYT5', 'MAB21L1', 'ARHGAP6', 'ADRB2', 'ADORA3', 'IL13RA2', 'GABPB1', 'PPP6C', 'ZNF222', 'BMP6', 'ARG1', 'TPPP', 'SLAMF1', 'ZNF134', 'HERC3', 'CRYBB1', 'MPP3', 'PTGIR', 'ZNF623', 'UNC5C', 'GPR17', 'ENTPD3', 'CDSN', 'HOXC4', 'GH2', 'NME5', 'CEACAM7', 'ANXA11', 'MEOX2', 'RCVRN', 'GRB14', 'CD180', 'CLC', 'CA4', 'CETP', 'SELE', 'CPA2', 'WNT10B', 'PLA2G7', 'OPCML', 'SRPK3', 'EDA', 'MAGEB2', 'VAV1', 'RASA3', 'TNFRSF10C', 'LMTK2', 'CST1', 'ZNF507', 'CILP', 'PAX2', 'LHX1', 'KCNN1', 'B4GALT6', 'MMP17', 'LIG4', 'GPR4', 'NRG1', 'YAF2', 'SPINK1', 'ZNF136', 'KPNA5', 'TM4SF5', 'TIMP4', 'IVNS1ABP', 'PFKFB4', 'MICB', 'PRKCE', 'MAP3K13', 'AVPR1A', 'DLG2', 'EGF', 'CPN1', 'CCDC9', 'ST8SIA5', 'PROC', 'ZNF239', 'ADH1C', 'FMO4', 'GPLD1', 'MATK', 'LEFTY1', 'GCM1', 'PRKCG', 'TLR3', 'PRELID3A', 'CROCC', 'LY6D', 'P2RY2', 'PRKY', 'CDH18', 'ADCYAP1', 'NEUROD1', 'TAL1', 'NPHP1', 'PGGT1B', 'HOXA4', 'RGS7', 'NTS', 'SULT2A1', 'HSD3B2', 'IL18', 'CTRC', 'ARHGAP22', 'FAM155B', 'TEC', 'MYBPH', 'C8A', 'RYR3', 'FOXD1', 'TRDMT1', 'LECT1', 'SPINK2', 'PLA2G1B', 'GUCY2C', 'HLA-DOA', 'ZKSCAN7', 'CRLF1', 'KNTC1', 'ABCB8', 'EPPIN', 'SMAD9', 'RFX1', 'SYN3', 'OPHN1', 'DAPK2', 'SERPINA6', 'GRP', 'CDH15', 'EXTL1', 'SHC3', 'MSI1', 'LIPF', 'GALNS', 'CXCL6', 'CCR7', 'ELAVL3', 'CARTPT', 'NR1H4', 'IL2RA', 'PON1', 'LGI1', 'APCS', 'PEX10', 'COX6A2', 'SLCO1B3', 'OPA3', 'PRM1', 'SOCS3', 'PTGDR2', 'MAP3K10', 'KIF14', 'XCL1', 'REN', 'CPLX2', 'PIK3CG', 'FOLR3', 'MYF6', 'ZIC1', 'DUSP8', 'HSPB3', 'SLC6A15', 'FOXF2', 'SCGB2A2', 'EYA3', 'CFP', 'SCN2A', 'BDNF', 'CACNG3', 'SERPINA7', 'CDX2', 'PDE3A', 'PF4', 'RARRES1', 'TNNI2', 'MYBPC2', 'DGKG', 'CD19', 'MAPT', 'ZNF536', 'FGF9', 'SMCP', 'CCL13', 'NR0B2', 'ABL2', 'FER', 'TCL1B', 'ASAP2', 'TLL1', 'ZNF205', 'CNGA1', 'RORC', 'IGSF6', 'SERPINB7', 'GCG', 'ANGPTL7', 'CYP26A1', 'TRPC3', 'MLANA', 'CDX1', 'HAS2', 'SPOCK3', 'B4GALNT1', 'MPPED1', 'S1PR4', 'TCTN2', 'EPYC', 'LIN7A', 'SEMG1', 'RORB', 'PDE1B', 'PRMT1', 'CELA2A', 'ZNF365', 'DBH', 'TBCCD1', 'PPP2R4', 'NDRG2', 'RHO', 'GABRA5', 'DIO1', 'WNT2B', 'MT1H', 'BMX', 'ACSBG1', 'METTL13', 'TLE3', 'MBTPS2', 'CSH1', 'NOVA2', 'KIAA0125', 'TRPM1', 'LDB2', 'PTK6', 'LRRC6', 'XPNPEP2', 'CD5', 'LAG3', 'CD36', 'DLGAP1', 'FHIT', 'ITGA2B', 'HINFP', 'FMO3', 'OCA2', 'MIS18BP1', 'ETV1', 'INSM1', 'CYP24A1', 'UGT2B4', 'SUPT3H', 'ZSCAN12', 'CD70', 'PIP', 'SIX2', 'AIM2', 'CYP4F3', 'AMH', 'CDH16', 'RGS9', 'SIGLEC6', 'GTF2A1', 'MGAM', 'CYTH3', 'T', 'GABRR1', 'RIBC2', 'TRPC6', 'SLC26A4', 'RAB30', 'DPF1', 'CHRNA5', 'GRIN2A', 'SLC2A2', 'XIAP', 'MRAS', 'CYP4F12', 'GLB1L', 'KLKB1', 'SMARCA2', 'SYCP2', 'PPEF1', 'INSL4', 'NUP155', 'TAC1', 'SETMAR', 'CLUL1', 'ZNF702P', 'SIM2', 'MIA', 'AKR1B10', 'CSNK1A1', 'OPRL1', 'TNP1', 'IL24', 'PSG11', 'MAP4K4', 'ZNF85', 'KCNQ3', 'PTP4A3', 'VIP', 'NKX2-5', 'ZKSCAN8', 'EFEMP2', 'BNC1', 'KRBOX4', 'LY96', 'MKRN3', 'CNR2', 'CCT6B', 'DAZL', 'GFI1', 'RAG1', 'AP3D1', 'MED22', 'CST6', 'NRL', 'INS', 'SLC16A5', 'HOXD3', 'SLC2A4', 'OVOL1', 'ENDOU', 'LIPC', 'CBL', 'RPGRIP1', 'MAGEC1', 'F11', 'C2orf27A', 'CACNG1', 'TAF1A', 'GDF5', 'RENBP', 'IL18R1', 'DKK4', 'GRAP', 'EIF4H', 'TRH', 'PDE6A', 'USP9Y', 'PRPH2', 'SSX1', 'SLC5A1', 'ADAMTSL2', 'TYR', 'PTGER2', 'APOBEC3B', 'CHRNA1', 'SIX3', 'CHRNB2', 'RASA2', 'P2RY14', 'HTR2B', 'HTN1', 'TNFRSF17', 'DSG1', 'HAL', 'NR0B1', 'GLI1', 'HBZ', 'ZNF571', 'TFE3', 'IQCC', 'CPB2', 'POLR3G', 'APMAP', 'MYOD1', 'UPK3B', 'IGLL1', 'DBF4B', 'GLRX', 'SP4', 'SI', 'GZMK', 'SCAMP1', 'SAG', 'AQP2', 'GPR176', 'FLT3', 'SKIL', 'CEACAM8', 'KRT31', 'GABRA1', 'APBA1', 'CD5L', 'CLEC10A', 'ZNF165', 'ATF7', 'PDK1', 'PTPN6', 'CPSF4', 'KAT5', 'ASIC2', 'PDIA2', 'KCNJ10', 'IL7', 'PNLIPRP1', 'ZNF43', 'GPR143', 'HP', 'XK', 'KDM5D', 'EDNRB', 'TEK', 'CHRNB1', 'CLCN5', 'TULP1', 'NTF3', 'FOXN2', 'GPT', 'TMEM257', 'GRTP1', 'NTNG1', 'ALOX15B', 'TFEC', 'UMOD', 'LMO1', 'SYNGR4', 'MGAT5', 'CCDC181', 'LPAR2', 'CBX4', 'HPGDS', 'C9', 'ECE2', 'TNFRSF8', 'GRIA3', 'CNKSR2', 'SLITRK3', 'TULP2', 'JRKL', 'WNT11', 'HOXC5', 'SYCP1', 'SSUH2', 'FIGF', 'ASGR1', 'HOXC11', 'BFSP1', 'GPRIN2', 'CD1B', 'MAFK', 'PCYT1B', 'DFFB', 'RDH16', 'CHST7', 'PDE5A', 'EDN2', 'FCER2', 'CD96', 'KCNA5', 'FKBP6', 'MPPE1', 'KCNJ2', 'ITGA10', 'RBMS3', 'RPL3L', 'TMSB4Y', 'SLC35A3', 'UPK3A', 'PTH2R', 'LY6H', 'FRMPD1', 'CUBN', 'CRYBB2', 'ASMT', 'GAD2', 'DNAJC4', 'FGF4', 'AQP8', 'HTN3', 'BRDT', 'POU2F1', 'NDUFB1', 'PDE4C', 'PNMT', 'F2RL2', 'WISP1', 'NAT2', 'SCGB1D2', 'MTHFR', 'NPPB', 'PDYN', 'CD3G', 'SEMA3A', 'DGKI', 'HNRNPA3P1', 'ADCY8', 'ADRB3', 'CTF1', 'NGF', 'SPAG8', 'CNNM2', 'CES1P1', 'OXTR', 'PMP2', 'TRPV6', 'TXK', 'ZNF430', 'SLC4A10', 'ARSD', 'ACYP2', 'HBD', 'STATH', 'SLC6A3', 'ALX1', 'TBX19', 'C22orf31', 'AFM', 'PDE6H', 'KCND1', 'CRYBA4', 'FBP2', 'RNF40', 'HDAC6', 'HOXA7', 'GABRG2', 'RASL10A', 'RNASE3', 'EPHA7', 'MAP3K7', 'HYAL2', 'LILRB5', 'FKBP1B', 'HOXC6', 'PAEP', 'CGGBP1', 'ZNF254', 'HRK', 'CDH4', 'GCKR', 'STARD8', 'CHAD', 'PPARA', 'ELANE', 'SLC17A1', 'CA6', 'SLK', 'SIM1', 'MXD1', 'DAO', 'NRG2', 'LILRA3', 'SLC1A6', 'GP9', 'SCEL', 'ACKR2', 'ARHGDIG', 'IL12RB1', 'ACTN3', 'AMHR2', 'SALL1', 'APOA4', 'PPP1R3A', 'GNG7', 'PAGE1', 'CDH19', 'NTSR2', 'ZNF253', 'C19orf57', 'MATN1', 'ICAM5', 'TNFSF9', 'CLDN11', 'CFHR2', 'TRIM25', 'FOXE1', 'BAAT', 'CRTAM', 'NKX2-2', 'TAT', 'GNA13', 'CPNE1', 'GLE1', 'IL11', 'ST8SIA4', 'GUCY1A2', 'ZNF124', 'NFIC', 'ZNF141', 'CH25H', 'SIRPB1', 'PCDH8', 'SPTA1', 'DCC', 'SEMA3E', 'PMCH', 'TGFBR1', 'HTR6', 'LCT', 'HCN4', 'B3GALT5', 'NEU3', 'RUSC1', 'SCN9A', 'G6PC', 'ADGRL2', 'WT1-AS', 'AQP7', 'LPAR4', 'NAT8B', 'CCNT1', 'KRT34', 'CNTN2', 'PPFIA2', 'LTA', 'HSPH1', 'PTH', 'CCR2', 'C8B', 'SCN4A', 'CRYBA1', 'CCR6', 'RIT2', 'HSD17B3', 'CCL25', 'SCAF11', 'TNR', 'CCR5', 'CST4', 'SCARF1', 'HS6ST1', 'PRB3', 'IL12RB2', 'GUCA2A', 'CCDC106', 'NR1I3', 'CXCR2', 'PHOX2B', 'GABRB1', 'PTK7', 'MMP16', 'GABRA2', 'ALDH1A2', 'RAB27B', 'AKAP4', 'HSF2BP', 'ZPBP', 'LDHC', 'KRT10', 'CHRND', 'GJC2', 'ATP2B3', 'HGFAC', 'MYCNOS', 'KITLG', 'CSRP2', 'NKX3-2', 'CRISP1', 'GIF', 'GLI2', 'SLC30A3', 'GRIN2D', 'TNFRSF11A', 'SLC16A6', 'CDKN2A', 'MASP2', 'E2F2', 'SLC6A9', 'THRB', 'VPS50', 'SLC6A11', 'SCN8A', 'CACNA2D1', 'SLC17A4', 'HAVCR1', 'SLC8A1', 'IMPG1', 'GPR37L1', 'SLC4A8', 'PARK2', 'PAX9', 'EN2', 'ERN1', 'IAPP', 'AOC2', 'KRT75', 'HRC', 'HDC', 'ZFP37', 'SMAD6', 'RGR', 'ACO1', 'IL18RAP', 'CDKL2', 'SLC18A1', 'NLRP3', 'ASS1', 'CELA2B', 'PI4KA', 'POU3F2', 'CSF2RA', 'NRAP', 'ZFP30', 'P2RX7', 'LEP', 'OMG', 'CXCR1', 'SLC10A2', 'SAA4', 'SLC17A2', 'CHM', 'AKR1D1', 'KCND2', 'LILRB1', 'PIK3R2', 'LTK', 'RPE65', 'NIPBL', 'KCNJ12', 'ADGRE1', 'GAB1', 'TNF', 'LY6G6C', 'MBTD1', 'GAPDHS', 'PRKG1', 'ZNF667', 'MAPK6', 'MATN4', 'ZNF225', 'ZNF223', 'PFDN5', 'ALPK1', 'TPSB2', 'HTR2A', 'ARR3', 'TONSL', 'ATP4A', 'KCNJ3', 'CDK6', 'CITED1', 'MSTN', 'KRT32', 'DLX2', 'CDH12', 'SLC18A3', 'ADCYAP1R1', 'GLMN', 'DIO3', 'TBX5', 'GNG5', 'APOBEC1', 'IL12A', 'CACNA1B', 'AKT1', 'HMMR', 'GNGT1', 'CD101', 'LETMD1', 'CDH11', 'GPC5', 'ADIPOQ', 'CD80', 'PTGFR', 'FRK', 'TLX1', 'CASP7', 'GABRA6', 'GPR19', 'SLC6A13', 'SLC10A1', 'JAK3', 'CDK3', 'ISLR', 'DNASE1L2', 'AGRP', 'ICAM4', 'CNTN6', 'TNIP1', 'ZIC3', 'TERT', 'OTC', 'SLC22A1', 'NR1I2', 'FSCN2', 'CEACAM4', 'ALOX12', 'RBMXL2', 'CETN1', 'GABRA3', 'SLC9A3', 'USP2', 'SPINK4', 'TNFSF8', 'NOX1', 'F9', 'ZFP69B', 'ART4', 'F2RL3', 'PLA2G10', 'SIGLEC7', 'AANAT', 'HIST1H2BN', 'RFPL2', 'PRKACG', 'CDON', 'DZIP3', 'MITF', 'RFX3', 'ZNF345', 'KCNA3', 'PTPRC', 'LHCGR', 'LINC01587', 'GRIK1', 'UGT2B17', 'ZFY', 'KCNA4', 'SLC28A2', 'SIX6', 'MEP1B', 'INE1', 'UBN1', 'SLC15A1', 'MBL2', 'EPO', 'DSCR4', 'LINC00483', 'FEV', 'CNGA3', 'APOF', 'VEZT', 'RBMS1', 'RIPPLY3', 'DEFA4', 'CD300C', 'SPAG11B', 'ZNF80', 'CHRNE', 'CDR1', 'CD209', 'RNF185', 'VCX2', 'MYOG', 'RPL23AP32', 'ASMTL-AS1', 'PRRG4', 'AGTR2', 'SCNN1G', 'ZNF343', 'SLC17A3', 'GRM1', 'F7', 'SGCG', 'PDE1C', 'TRAPPC8', 'TCF15', 'NOS1', 'DOC2B', 'PHKG1', 'CD226', 'HAS1', 'CASQ2', 'CDK13', 'DSC1', 'MAGEA1', 'BTC', 'EYA4', 'ALOX15', 'MMP8', 'PZP', 'TFRC', 'NMBR', 'TGFBR2', 'ATP5I', 'SOX5', 'CTAG2', 'ZNF200', 'LTB', 'PRTN3', 'CNGB1', 'LYZL6', 'AKAP3', 'SH2D2A', 'GABRB2', 'HMX1', 'CCL16', 'SLC1A7', 'DEFB4A', 'NTSR1', 'SLC30A4', 'RS1', 'TEX28', 'KCNS1', 'ATP12A', 'HTR1D', 'BRS3', 'IBSP', 'ENTPD2', 'HOXD10', 'PLSCR2', 'IL15RA', 'VENTX', 'PPP1R2P9', 'TREH', 'EDIL3', 'ALOX12B', 'RHBDL1', 'PGLYRP1', 'TFDP3', 'CYP7B1', 'GK', 'GP1BA', 'SMTN', 'PIP5K1A', 'UGT2B15', 'HCRTR2', 'BTN1A1', 'ALG3', 'HOXD13', 'BFSP2', 'NPY5R', 'PROX1', 'ZNF132', 'HTR1E', 'RAD17', 'CYP7A1', 'CYP4A11', 'SLC22A14', 'LECT2', 'CELP', 'SCN5A', 'PCSK6', 'PLA2R1', 'NFATC3', 'ZNF177', 'RAC2', 'COLEC10', 'CA5A', 'ADAM20', 'MYF5', 'TNFSF4', 'ACR', 'SLC22A2', 'MSMB', 'BEST2', 'IL10', 'SRRM2', 'SNUPN', 'SMR3B', 'CSF3', 'NR2E1', 'SLC22A13', 'CCR9', 'TLR6', 'MGAT4C', 'POU6F2', 'NKX2-8', 'CNTN5', 'DNAJB5', 'GRIK3', 'P2RY1', 'HNF4G', 'LY6G6D', 'RHPN1-AS1', 'GZMM', 'GLRA2', 'PRSS3', 'SFRP5', 'PIR', 'RARS2', 'MLN', 'FABP2', 'MEIS2', 'TP53TG5', 'TUBA4B', 'MOGAT2', 'ZNF76', 'MS4A2', 'CYP2D6', 'CASP5', 'GUCA2B', 'TCP10', 'CA7', 'PRKG2', 'ATP5G3', 'LAIR2', 'BDKRB1', 'ZNF189', 'GNAT1', 'POLR1C', 'CHRNB4', 'DGKE', 'SLC6A4', 'C6orf10', 'GIPC1', 'IL1RL1', 'KCNJ9', 'DEFA5', 'CDKN2B', 'CRYGC', 'CRYGD', 'CCL1', 'MAGEB1', 'NFKB2', 'TNFRSF9', 'PFKFB1', 'IL4', 'SYK', 'EXOSC10', 'P4HA1', 'ADH6', 'ATP4B', 'GRM7', 'OPRK1', 'DGKZ', 'PITX2', 'ZMYM3', 'SLC28A1', 'ASIC3', 'DGKQ', 'OGT', 'SLC13A2', 'CHRNA6', 'ROS1', 'SHOX', 'GOLGA6A', 'OXT', 'HTR4', 'MAGEB3', 'PIN1P1', 'ABCD2', 'LPA', 'RPL36AL', 'SHH', 'CRYGA', 'ADRA1B', 'CENPI', 'HCN2', 'ABCG4', 'ADAM18', 'XRCC2', 'MMP20', 'KCNC3', 'SULT1B1', 'TMPRSS11D', 'ZNF117', 'ARHGAP12', 'ASCL2', 'CYP1A2', 'ADGRE2', 'HIST1H2BL', 'WNT8B', 'CUL1', 'GAS8-AS1', 'BCS1L', 'HCRTR1', 'CASK', 'PEMT', 'ABCF2', 'RPGR', 'CBFA2T2', 'SLC7A2', 'TFCP2', 'WBSCR22', 'NBR2', 'MUSK', 'PDCD1', 'KCNH1', 'SERPINI2', 'WSCD2', 'TMPRSS15', 'FZD9', 'NTN3', 'TNFRSF13B', 'HCRT', 'TNFRSF1A', 'FOXH1', 'CDY1', 'DRP2', 'KRT37', 'PTGER1', 'GPR171', 'CMKLR1', 'FOXD2', 'BLNK', 'ADAM2', 'MAP2K3', 'PDIA6', 'KRT83', 'KRT85', 'BEST1', 'NPHS1', 'ONECUT2', 'NCF4', 'SOX30', 'PAX3', 'CXCR3', 'FOXN1', 'CRYBB3', 'INHBC', 'ALX3', 'CACNB4', 'POU3F4', 'IGSF1', 'LILRB2', 'ZFHX2', 'NCOA3', 'C22orf24', 'NLGN4Y', 'NINL', 'USH2A', 'SEC13', 'ALOXE3', 'PRKAA2', 'LCE2B', 'SOGA1', 'RBCK1', 'SERPINH1', 'CRYGB', 'KRT38', 'PKP2', 'CEP170', 'LOR', 'BTBD2', 'KLRC3', 'POU4F2', 'ESRRB', 'MUTYH', 'CDH9', 'LAX1', 'RNF125', 'NCKAP1', 'NR6A1', 'CABP2', 'DOK4', 'PRB1', 'ZNF304', 'RASSF8', 'ZFP2', 'NCOR2', 'METTL7A', 'S100A5', 'FAM214B', 'CDKL1', 'EGR4', 'SLC5A2', 'PRMT8', 'ATG10', 'SP140', 'CYLC2', 'ZNF711', 'CYP2R1', 'KRT33B', 'DPP6', 'RAB1A', 'OPRD1', 'LRP2BP', 'ATXN2L', 'ARMCX4', 'AKAP5', 'RNF10', 'CRISP3', 'CSN3', 'FCN2', 'PSMD9', 'PROS1', 'ATP6AP1', 'F13B', 'KRT12', 'FDXR', 'DEFA6', 'PF4V1', 'LALBA', 'IFNW1', 'HTR7', 'ABCB4', 'ADH1A', 'ID3', 'CENPF', 'BNIP1', 'PPP1R8', 'DHPS', 'HLCS', 'TMEM8B', 'CD160', 'SPIN2A', 'CASC3', 'IL13', 'ANAPC10', 'POU1F1', 'MUC1', 'AVP', 'IL2', 'CXCL3', 'SNCB', 'GYPE', 'CLCC1', 'LILRA2', 'CHRNB3', 'NCR1', 'CCL22', 'UPK2', 'ADPRH', 'SCN7A', 'BMP8B', 'PAX4', 'CHRNA2', 'ST7', 'CFHR4', 'FLNC', 'NVL', 'KRT76', 'ADAM11', 'GUCY2D', 'S100G', 'CALCR', 'MMP25', 'CD40LG', 'SRY', 'NAALADL1', 'CRHR2', 'GIP', 'CCL17', 'IL12B', 'LNPEP', 'IL3', 'TNFSF14', 'KRT2', 'SCGB1D1', 'TGM5', 'CYP2F1', 'EVX1', 'ART1', 'MAEA', 'CST5', 'GP5', 'GRPR', 'LCN1', 'IFNA8', 'ZP2', 'RFPL1', 'KRT13', 'RFPL3', 'PI15', 'PLAGL1', 'OCM2', 'CSNK1D', 'MAML3', 'CSN2', 'IL5', 'CCL27', 'CAPN11', 'IFNA4', 'NEUROG3', 'MEF2C', 'GLRA1', 'NR4A3', 'CD8B', 'CITED2', 'HIST1H1T', 'MPP2', 'GNRH1', 'ACRV1', 'AMPD3', 'CHP1', 'OPRM1', 'LDLRAD4', 'GML', 'ACOT7', 'NFAT5', 'PROL1', 'NTN1', 'FOXI1', 'TBC1D29', 'ARHGEF16', 'MCF2', 'HCK', 'ZNF157', 'CDC14B', 'HMGA2', 'LAPTM4B', 'ADD1', 'RFX2', 'ZFHX3', 'PROZ', 'GRM6', 'OPN1SW', 'MADCAM1', 'IL1RL2', 'MYBPC3', 'GRK1', 'HIST1H4A', 'TACR1', 'CASP2', 'GUCY2F', 'HERC4', 'CBFA2T3', 'CCR8', 'PAX7', 'CAPN9', 'ST8SIA3', 'GTF2B', 'REV3L', 'DGKD', 'CCL7', 'SIK1', 'ZNF442', 'ITGB6', 'ZBP1', 'CFHR5', 'TDRD3', 'AIRE', 'VOPP1', 'NDEL1', 'CCDC130', 'COL21A1', 'SEMA6C', 'URM1', 'PSD', 'TSC22D4', 'GIPR', 'AVPR2', 'MED25', 'EHD1', 'PABPC3', 'ISG20L2', 'MAN1A1', 'LAS1L', 'ZNF93', 'PTPRO', 'KCNB2', 'CYP2C18', 'KIF25', 'TBXAS1', 'PTGIS', 'PSG2', 'HNF1B', 'ZNF205-AS1', 'ZNF611', 'GAST', 'DRC3', 'DOHH', 'CPVL', 'CYP2C8', 'MYH4', 'DDX11', 'DDX21', 'FAT2', 'EPPK1', 'OSBPL1A', 'ABCC3', 'IL9R', 'PRSS16', 'CHIT1', 'IFNB1', 'DMP1', 'SLC34A1', 'KIR2DL3', 'IFNA14', 'TACR3', 'LIPE', 'KRT9', 'MYO7A', 'LSR', 'PSG4', 'IL9', 'TTN', 'DUX4L8', 'CAV3', 'PCDHA9', 'MYH13', 'C4BPB', 'MAS1', 'ALK', 'ADRB1', 'DRD4', 'DLX4', 'GABRR2', 'AMELY', 'HOXB1', 'RAX', 'BMP3', 'RAB9BP1', 'TGDS', 'DMBT1', 'KCNC4', 'SIGLEC8', 'FKBP8', 'EFNA2', 'IFNA7', 'AVPR1B', 'IFNA10', 'MEFV', 'C2orf83', 'TRPV5', 'RNPEP', 'PAPOLB', 'ZNF695', 'OCLM', 'UTF1', 'PITX3', 'CDRT1', 'GAGE1', 'GGT1', 'OR7A5', 'HCG9', 'EI24', 'TH', 'BMP10', 'PTPRH', 'HMHB1', 'CRLF2', 'CCR3', 'PGR', 'HLA-DRB1', 'GPI', 'MALT1', 'GPR50', 'SF1', 'RRH', 'OCRL', 'XYLB', 'RBM3', 'CABP1', 'ST3GAL1', 'ANXA13', 'AKAP13', 'CYP2A13', 'PBOV1', 'ALX4', 'BPY2', 'PRY', 'LHX5', 'NDST4', 'ACKR1', 'TECR', 'P2RX3', 'POU3F1', 'PPBPP2', 'CSN1S1', 'UGT8', 'KCNJ4', 'POLR3D', 'GRK4', 'PCDH11X', 'BRCA2', 'GCDH', 'RCAN1', 'P2RY6', 'CAPZA1', 'IFNA1', 'CCR4', 'CACNA1F', 'LBX1', 'PCK1', 'DMC1', 'SLC1A2', 'ESM1', 'PDE1A', 'TBPL1', 'EDN3', 'GLP1R', 'KCNJ5', 'GRAP2', 'CTNND1', 'SLC14A2', 'AMELX', 'PPEF2', 'HOXB3', 'FGF6', 'CIAPIN1', 'TANC2', 'ELAVL2', 'CACNA1E', 'LRP8', 'IRF7', 'CLCN1', 'FGR', 'LINC01565', 'BAZ1B', 'IFNA16', 'FGF8', 'LGALS2', 'GABRD', 'SCNN1D', 'GJC1', 'HIC1', 'GABRA4', 'GRIA4', 'GRM2', 'RAB3D', 'SOX21', 'HPR', 'IKZF4', 'CLDN6', 'FRMD4A', 'KCNC1', 'BAX', 'KCNA1', 'ASB4', 'SSTR1', 'KRT33A', 'HIST1H1A', 'DRD5', 'LMX1B', 'CR1', 'GJA8', 'PGM5', 'RFXAP', 'SLC6A7', 'TLX3', 'NEUROG1', 'DNAJC3', 'FOXD3', 'GFI1B', 'PITX1', 'PCDHB11', 'OR7C2', 'OR7A17', 'PPARG', 'PTTG3P', 'FOXB1', 'KCNE1', 'HIST1H2BM', 'MTNR1B', 'BTF3', 'GNRH2', 'OR10H3', 'OR5I1', 'GPR15', 'OR2F1', 'RARB', 'KRTAP5-8', 'SOX1', 'S1PR2', 'SPRR2B', 'ZNF208', 'OR10H2', 'ADRA2B', 'HIST1H2BH', 'HIST1H2BB', 'IFNA6', 'KCNG2', 'HIST1H4G', 'GRIK4', 'HIST1H1E', 'POU4F3', 'CST2', 'GPR31', 'HOXA6', 'OR10H1', 'KCNA10', 'ABCC9', 'POU3F3', 'KCNA2', 'MC5R', 'WNT1', 'HIST3H3', 'OR2H2', 'SOX14', 'HIST1H3A', 'SCN10A', 'HIST1H2AJ', 'BTN2A3P', 'TRPC7', 'GJA3', 'MBD1', 'HUWE1', 'GPR39', 'TUBB1', 'MAPK8IP2', 'HOXA3', 'NTRK1', 'WNT4', 'SNTB1', 'TNXB', 'SPTAN1', 'PDIA3', 'FLNB', 'PTP4A2', 'DDB1', 'PCBP1', 'EZR', 'EIF4G1', 'VAT1', 'YBX1', 'HADHA', 'MACF1', 'NACA', 'ACTN1', 'RAC1', 'XRCC5', 'PARP1', 'RPS14', 'RPS14P3', 'FDFT1', 'VCP', 'PPP2CA', 'CD164', 'CCNI', 'CLIC1', 'CS', 'ST13', 'HMGN2', 'SERINC1', 'SRSF3', 'DDOST', 'PA2G4', 'BSG', 'ATP6V1E1', 'PRDX1', 'MAGED2', 'CAPN2', 'COPA', 'HSPA8', 'RPN2', 'PDLIM1', 'RPS3', 'GARS', 'PRKDC', 'RPL39', 'CCT5', 'EIF3E', 'TKT', 'APLP2', 'EIF5', 'NRDC', 'CCND1', 'HNRNPUL1', 'NDUFV1', 'TMCO1', 'OXA1L', 'DDX17', 'RBM39', 'USP11', 'EIF2S2', 'CDC42', 'HLA-B', 'RAB2A', 'CTDSP2', 'ARPC3', 'ATP6V1G1', 'SAP18', 'YWHAB', 'C1S', 'NAPA', 'EIF3I', 'TMED9', 'ATIC', 'NCSTN', 'SUMO1', 'TSC22D3', 'ATP5G2', 'HNRNPR', 'RPL22', 'EIF4EBP2', 'LTA4H', 'XPO1', 'PSMD11', 'TCP1', 'VAPA', 'FSTL1', 'CD46', 'MAP1LC3B', 'MRPL3', 'ELOVL5', 'PTRF', 'CLU', 'MCM7', 'CCNG1', 'GOLGA8A', 'PSMB5', 'SRP72', 'SRSF6', 'PSMA6', 'CHD3', 'HMGB2', 'C6orf62', 'GOT1', 'ANXA2P2', 'COMT', 'RAB8A', 'PTK2', 'DAP3', 'CDK16', 'HINT1', 'PSMB6', 'POLE3', 'TAPBP', 'SUPT6H', 'ATXN10', 'RPL23A', 'ATP1B3', 'TMED3', 'CAND1', 'G3BP2', 'GORASP2', 'VDAC3', 'ADH5', 'THY1', 'CANX', 'STK24', 'ESYT1', 'ATRX', 'TXN', 'GABARAPL1', 'REEP5', 'PAK2', 'PRPF6', 'UBR5', 'LCP1', 'H1F0', 'EIF3G', 'PLXNB2', 'DUSP6', 'HLA-DRA', 'DDX18', 'ATP6V1D', 'TOP1', 'RPS28', 'CYCS', 'BSCL2', 'MRPS18B', 'CAST', 'UQCRFS1', 'C1QBP', 'PDHB', 'CNP', 'SLC1A5', 'NADK', 'SRI', 'NXF1', 'CYFIP1', 'RNF11', 'CLDND1', 'NEU1', 'SPOP', 'POR', 'PPP4C', 'LGALS8', 'ID1', 'PRCC', 'SEPHS1', 'SEC62', 'BECN1', 'LGALS3', 'ALDH7A1', 'LARP4B', 'DUT', 'ERP44', 'KLF6', 'FADS1', 'IFI16', 'AK2', 'NDUFA9', 'UROD', 'ATP5G1', 'ERI3', 'KPNB1', 'CRIP2', 'NCOA6', 'UBC', 'RBM10', 'EIF3J', 'TCF12', 'KDM2A', 'HNRNPH3', 'STAT3', 'PPIG', 'UCP2', 'SEPT8', 'ANAPC13', 'CALCOCO1', 'SLC25A11', 'FBXL5', 'RSRP1', 'KRT8', 'ESD', 'TRIO', 'MAGED1', 'DNAJB6', 'KRT7', 'LONP1', 'PINK1', 'OSER1', 'STAG2', 'TUBB', 'ABI1', 'COPS7A', 'CADM1', 'DYRK1A', 'PNRC1', 'MDK', 'MDH2', 'PSMB8', 'UBE2G2', 'PAPSS1', 'SF3B4', 'XPNPEP1', 'GABARAPL2', 'AQP1', 'ZMYND8', 'RALGDS', 'WHSC1', 'CDC5L', 'EDF1', 'NUMB', 'FAM107A', 'ISCU', 'WDR45B', 'TXN2', 'GLRX3', 'COL18A1', 'CORO1A', 'RAB28', 'RFC1', 'RAB5A', 'GLOD4', 'DDAH1', 'DLD', 'UBE2V2', 'JAG1', 'IFRD2', 'CTGF', 'HBP1', 'UFD1L', 'NHP2', 'NCOA1', 'TSPAN6', 'RGL2', 'RNF5', 'CDKN1B', 'TSPAN1', 'UBA3', 'HBB', 'WBP2', 'TUBA1A', 'NR2F2', 'PLIN2', 'QDPR', 'MYD88', 'KRT6A', 'KRT6B', 'SART3', 'TRIP6', 'SNAP23', 'COMMD4', 'USP10', 'PRKRA', 'UBE2G1', 'CLNS1A', 'MSMO1', 'PLPP1', 'RXRB', 'TAX1BP3', 'NT5C2', 'COL6A2', 'DNAJA2', 'CYTH2', 'NDRG4', 'AKR1C3', 'PRPF4', 'CYB561', 'AATF', 'MAN2B1', 'GPM6B', 'ITPA', 'AGR2', 'QRICH1', 'SEC23IP', 'NDUFAF3', 'DHX38', 'MBOAT7', 'RABGGTB', 'C10orf10', 'IRS2', 'FOS', 'DIAPH1', 'TUBB6', 'PIM1', 'CETN2', 'ADCY6', 'WDR46', 'SYT11', 'EXTL3', 'LMO4', 'MPDU1', 'FERMT2', 'KLF5', 'CBR1', 'EWSR1', 'MFSD10', 'WDR45', 'SQLE', 'NELFE', 'GPC3', 'OSBPL2', 'NDUFA2', 'TUSC3', 'PPP6R1', 'NUPR1', 'DCTN5', 'KIF1B', 'SLC23A2', 'STX3', 'NFKB1', 'PEG3', 'KIF1C', 'GHITM', 'DEGS1', 'HARS2', 'SORBS3', 'SMC3', 'SFN', 'NR2F6', 'TSPAN4', 'SLC39A8', 'VPS45', 'LAMB3', 'BPTF', 'NAB1', 'ISCA1', 'CLN3', 'TFPI2', 'PRKD2', 'CRYAB', 'FAM208A', 'CDC42EP3', 'ID4', 'TNFRSF10B', 'ITSN1', 'NECAP1', 'CA2', 'POLR2H', 'NDUFS4', 'GADD45B', 'SWAP70', 'BNIP2', 'AZGP1', 'CASP4', 'BCL2L2', 'GPN1', 'HBS1L', 'ADCY3', 'PRKRIR', 'RGS16', 'SLC35A2', 'HIGD2A', 'MAX', 'ULK1', 'DCN', 'PWP2', 'PSIP1', 'SIAH2', 'UAP1', 'IKBKB', 'EFHD1', 'TPM4', 'MAF', 'RAD50', 'KRT14', 'SIN3B', 'TNFRSF14', 'PLPP3', 'TAF11', 'RUNX1', 'PCBP4', 'MED21', 'BAD', 'ECM1', 'CYB5A', 'STXBP2', 'EPHX2', 'ANXA3', 'MALL', 'XPC', 'HMGN3', 'CCSER2', 'ABCC5', 'POLR3C', 'DDIT3', 'PROSC', 'TSC1', 'DPM2', 'ASMTL', 'CHI3L1', 'HIST1H1C', 'SLC12A4', 'BAG2', 'DEAF1', 'KIF2C', 'GRB10', 'GGA3', 'TRAPPC10', 'B4GALT2', 'IFI35', 'THOC5', 'SMPD1', 'MSH2', 'PHF20', 'AMACR', 'ZFPL1', 'BTAF1', 'PATZ1', 'CREB3', 'PPAT', 'ARHGEF2', 'SPON1', 'PHKA2', 'PRPS1', 'RHOBTB2', 'ANK3', 'SERPINA5', 'RAP1GDS1', 'COA1', 'SYNE1', 'HTATIP2', 'LSM2', 'OSGEP', 'VTI1B', 'SLC9A1', 'TEAD3', 'FBXW11', 'DUSP5', 'ABAT', 'WDR18', 'APLP1', 'TAF12', 'AURKB', 'PTN', 'MKNK1', 'LRP5', 'GPM6A', 'CCBL2', 'ENTPD1', 'TMX1', 'EMD', 'STRA13', 'CCDC28A', 'SNRK', 'POP7', 'NSL1', 'UTP3', 'RBPMS', 'CELF1', 'PDZD2', 'CEP250', 'RARRES2', 'RBM4B', 'CEACAM1', 'CDR2', 'PSMC5', 'PLEKHB1', 'NR2F1', 'RPA3', 'DPAGT1', 'RNF139', 'POLR2F', 'HSDL2', 'RAB27A', 'SMYD5', 'ASH2L', 'SMARCD1', 'NCBP1', 'AMOT', 'CRAT', 'TAF2', 'HDGFRP3', 'EXOSC2', 'PLPP2', 'CACNB3', 'GSTZ1', 'PLAA', 'EHD4', 'EXTL2', 'ZNF32', 'ARHGEF6', 'IGF1', 'CD34', 'RIPK2', 'APOL1', 'NDN', 'YIPF4', 'VPS8', 'NCDN', 'DLK1', 'THBS3', 'INSIG2', 'RRS1', 'RGL1', 'NSG1', 'CIR1', 'EED', 'IL10RB', 'GNAI1', 'PCYT2', 'POFUT2', 'PLA2G16', 'CD200', 'APOBEC3C', 'MINPP1', 'PRUNE', 'EPHB2', 'BMP7', 'TOR1B', 'GTF2F2', 'MXRA5', 'PNMA2', 'GATA3', 'TST', 'CYTIP', 'ACAT2', 'MRPL9', 'ADH1B', 'PAK1', 'CES1', 'CTNND2', 'CD74', 'ABCB7', 'PDLIM3', 'STK16', 'MCCC2', 'PIGH', 'OSBPL3', 'NXT2', 'FBXW2', 'GPR37', 'PPP2R3A', 'BUB1', 'PLD2', 'ALDH1B1', 'SOCS5', 'STAM2', 'TBC1D22A', 'TGFB1I1', 'PGF', 'KPNA4', 'ICE1', 'TMEM47', 'HSF2', 'CDC16', 'TTR', 'KIFC3', 'CETN3', 'ITGA7', 'CYB561D2', 'CHUK', 'CES2', 'CRY1', 'SMAGP', 'KIFC1', 'SLC19A2', 'CBLB', 'FAM49A', 'RIN2', 'PRKCB', 'S100B', 'CXCL12', 'CCDC93', 'EYA2', 'PTS', 'FBP1', 'CCHCR1', 'AKR1C2', 'FTO', 'NKX3-1', 'PIGK', 'MOXD1', 'GATA2', 'SLC35D1', 'CDKN3', 'CSF1', 'EVI5', 'SERPINB3', 'IFFO1', 'SERPINB9', 'ZBTB14', 'UTP20', 'CA11', 'GAS2L1', 'NTHL1', 'CLEC2B', 'MID2', 'NCKAP1L', 'ABCG2', 'MAGI2', 'PSG6', 'PNPLA4', 'MYL2', 'ITCH', 'COQ7', 'TGFB3', 'SPAST', 'ACE', 'NR1D2', 'REG1A', 'NMNAT2', 'MYCN', 'ECI1', 'KIAA0922', 'SP110', 'CHRDL1', 'MGAT3', 'ADAM19', 'GP1BB', 'BTN3A1', 'CXCL2', 'TRIP11', 'LLPH', 'PHTF2', 'KHDRBS3', 'DBP', 'JAG2', 'PLA2G4C', 'HMGN4', 'ERAP1', 'CORO2B', 'PADI2', 'KLK10', 'GRIA1', 'SRGAP3', 'CD69', 'CNPY2', 'NPAT', 'PRKAA1', 'KRT16', 'PHLDA2', 'DCLRE1A', 'HIST1H2BK', 'NFIX', 'ING1', 'TARP', 'ZNF330', 'PTCH1', 'HABP4', 'TBL3', 'IL33', 'VLDLR', 'HLA-DQB1', 'ARNTL', 'UCK2', 'PPT2', 'IL16', 'FAM65B', 'SLC9A3R2', 'CDT1', 'CRADD', 'CHST3', 'AP4M1', 'DNM3', 'LRRN3', 'SOX10', 'HOXB13', 'CDH17', 'PMEL', 'CDC42EP2', 'PSME3', 'KLK2', 'TRIM9', 'ANXA7', 'METAP2', 'TP63', 'FRAT2', 'ADGRL3', 'ADRA2A', 'APBA2', 'PKP3', 'SPP1', 'GIT2', 'SNCG', 'SELPLG', 'RIT1', 'COLGALT2', 'SLC4A7', 'RHOD', 'MYL1', 'SEC31B', 'TSPAN5', 'SPC25', 'LEPR', 'SLIT2', 'PUF60', 'AIF1', 'ATR', 'TNNC1', 'C3AR1', 'ITSN2', 'HIST1H2BD', 'AP5Z1', 'NRXN1', 'DHTKD1', 'GGTLC2', 'BRAP', 'CCL18', 'BORCS8', 'MSC', 'IKBKG', 'NFE2', 'CD300A', 'TM4SF4', 'CFLAR', 'PARP3', 'RIPK1', 'MAGEA3', 'FBXL4', 'ZNF410', 'GSK3B', 'VEGFC', 'KCNMB1', 'NCF2', 'VILL', 'CDC37', 'FAP', 'NPPA', 'HGF', 'RAD51D', 'ESRRG', 'NFKBIL1', 'CYP2E1', 'PLG', 'SHMT1', 'CSDC2', 'NRXN2', 'KDM4C', 'ASCL1', 'ZNF268', 'GABBR2', 'PFKFB2', 'ABCB1', 'SOCS1', 'GATA6', 'OLR1', 'ABHD14A', 'GPD2', 'SLC25A1', 'IDH3B', 'MAP2', 'MYT1L', 'CALML3', 'CCNO', 'PCGF1', 'UBE2E3', 'CARD10', 'APEX1', 'ORC3', 'IDO1', 'CD247', 'SPAG6', 'NOS2', 'PRKCQ', 'SLC12A5', 'CTSZ', 'FRMD8', 'LYL1', 'IDH2', 'NAPG', 'SERPINC1', 'RAPGEF3', 'TPX2', 'TAF5', 'HAUS3', 'TSHR', 'RND1', 'SMG1', 'MAPK13', 'PDE6G', 'SARDH', 'UPK1B', 'AQP4', 'CCL19', 'ST8SIA1', 'CTSV', 'MARCH2', 'KCNAB1', 'ABCA4', 'SEMA7A', 'HR', 'ARC', 'DTNA', 'MAGOH', 'PARD3', 'CYP4B1', 'SH3GLB1', 'FOXA2', 'MED6', 'FYN', 'RDH5', 'CLCA1', 'CACNA1D', 'KLHDC10', 'NLRP1', 'INVS', 'RPL39L', 'SPAG1', 'IL1A', 'KCNJ15', 'PRM2', 'SEMA4F', 'BANF1', 'PSG9', 'TTLL3', 'TM7SF2', 'EFNA3', 'CCL11', 'SHOX2', 'MBP', 'RGS20', 'PMP22', 'CST7', 'INHA', 'FLOT1', 'ANXA10', 'PLA2G4A', 'ART3', 'HIPK3', 'ATP5H', 'LAMA5', 'DYRK3', 'LILRB4', 'ME2', 'MYOC', 'ERCC4', 'TRIM31', 'PAFAH1B2', 'GZMB', 'DNASE1', 'TLR5', 'TEF', 'C6', 'SEC14L5', 'PTPRJ', 'NR5A2', 'TLR1', 'SRSF10', 'CORT', 'ITGAX', 'CACNB1', 'GABPA', 'HSPA1L', 'STX11', 'MOBP', 'PSG1', 'PLP1', 'CRYAA', 'BIN1', 'B3GALT4', 'BAG6', 'EIF6', 'BMPR2', 'TFR2', 'RAD1', 'FZD2', 'CHRNA3', 'MR1', 'DLGAP2', 'CSF2', 'GRM4', 'ARTN', 'IRX5', 'CDKN2D', 'ST20', 'B4GALT3', 'CAMP', 'ABCC8', 'WNT7A', 'ADSL', 'MADD', 'MS4A3', 'RAD51B', 'RGS13', 'TNFAIP8', 'KCNK2', 'CRISP2', 'KCNF1', 'GPR35', 'POU5F1P3', 'AKAP17A', 'NEUROD2', 'CYP2B7P', 'PCDH7', 'MAGEA8', 'ZFAND5', 'AP4S1', 'GPR18', 'MPZ', 'KLRG1', 'SEC23B', 'MAGEA10', 'PEX2', 'FHL1', 'REM1', 'XDH', 'MAB21L2', 'PDE6B', 'L3MBTL1', 'KLHL25', 'FGF5', 'IFT20', 'LILRA4', 'TNFSF13', 'FLT4', 'RBP3', 'DDX52', 'GZMH', 'UTY', 'TEKT2', 'C8G', 'CD1A', 'AGXT', 'GNMT', 'HECW1', 'NR5A1', 'RASSF9', 'MZF1', 'ACLY', 'MYT1', 'TPO', 'OSBPL7', 'DNAH9', 'CLK4', 'BCL11A', 'CAMK4', 'IFNG', 'SMOX', 'ELF2', 'PML', 'SCN2B', 'SLCO1B1', 'PTGES', 'TPD52L1', 'ACSM3', 'SSNA1', 'CACNA1G', 'CCKBR', 'SCTR', 'SCN1A', 'TUBD1', 'MYL4', 'DEFB1', 'FUT6', 'GRIN2C', 'P2RX1', 'KCNJ1', 'CAMK2B', 'CPNE6', 'MLLT4-AS1', 'GRIN2B', 'FLRT1', 'ODF2', 'CHEK2', 'BARX2', 'SLC11A1', 'HGS', 'RHD', 'ALPPL2', 'SCN3A', 'JTB', 'ICOS', 'OGFR', 'NPY6R', 'FABP6', 'GATA1', 'P2RX5', 'CYP4F2', 'ATP5L', 'KCNJ6', 'R3HCC1L', 'TANK', 'LINC00588', 'SNAPC3', 'MAGEA12', 'ADGRA3', 'PRLR', 'MAPK8', 'RORA', 'CLEC4M', 'DNTT', 'MAGEA11', 'KLF1', 'ADH7', 'FUT7', 'KCNQ2', 'INHBA', 'VEGFA', 'HNF1A', 'AKAP12', 'FETUB', 'BMPR1B', 'MSH4', 'B9D1', 'SPAM1', 'TADA2A', 'BIRC3', 'B4GALT4', 'ICA1', 'CCL23', 'RASGRF1', 'CTBP2', 'AKR1C4', 'GBX2', 'GCGR', 'SIGLEC9', 'PCDHA2', 'NUDC', 'CASR', 'TRIM10', 'INHBE', 'GBAP1', 'NAA11', 'GNAT2', 'MFGE8', 'KLRD1', 'FLT3LG', 'FUT2', 'TP53I3', 'SYNJ2', 'TTPA', 'PHEX', 'HYAL1', 'ILVBL', 'MOGS', 'SGCA', 'FBXO9', 'ATG5', 'GPER1', 'CCIN', 'TNFSF11', 'LAIR1', 'TTC3', 'PLA2G6', 'ARID1A', 'TTC39A', 'TNFRSF10D', 'SEPT4', 'LILRA1', 'GLRA3', 'PPY', 'PTPRR', 'SOAT2', 'USP15', 'LPO', 'NRTN', 'CLDN14', 'CACYBP', 'ZNF257', 'TRIM5', 'RNF24', 'LDHAL6B', 'SPINT2', 'CLIP1', 'HMG20B', 'NECAB3', 'ADGRE3', 'NPY2R', 'TUB', 'ITPK1', 'CDC14A', 'IL5RA', 'ONECUT1', 'EPB42', 'RGN', 'LYN', 'PSMA1', 'GRB7', 'DLC1', 'FPR2', 'NCOA4', 'ESR2', 'GRIN1', 'THEMIS2', 'FLI1', 'DHRS7', 'SIVA1', 'OASL', 'HTR1B', 'SLC16A7', 'POSTN', 'SLC6A5', 'CALCRL', 'CALCOCO2', 'CENPA', 'RPL13P5', 'PTPRS', 'ELF3', 'ACVRL1', 'ENPP2', 'PLAUR', 'VPS41', 'AASS', 'WISP3', 'FASLG', 'APOBEC3A', 'NAT6', 'KDM3B', 'RAB11FIP5', 'EFS', 'TRIM15', 'TP53TG1', 'ITIH1', 'FCGR2B', 'KIR2DL1', 'GTF2I', 'CD86', 'ASPH', 'POU5F1P4', 'PDCD10', 'LPAL2', 'POMZP3', 'GSTM4', 'CDH20', 'POTEKP', 'AHSG', 'BLK', 'PDX1', 'CAPN3', 'MSH3', 'ADRA1D', 'AKAP9', 'GYG2', 'RTN4', 'IBTK', 'PFKM', 'HSF4', 'TAGLN2', 'GRK6', 'TPM1', 'SMAD1', 'TRIM23', 'YWHAE', 'KCNB1', 'ZNF271P', 'NCR3', 'COL19A1', 'HSPA4', 'GCNT2', 'NKX2-1', 'MGLL', 'KHK', 'FGF18', 'CLIP2', 'PEX7', 'HECTD4', 'CROCCP2', 'AP2S1', 'PDIA4', 'TLX2', 'TBCD', 'ZNF493', 'DBI', 'MLLT11', 'NEK1', 'PDE6C', 'NFATC1', 'AURKC', 'AR', 'GEMIN2', 'SLC9A2', 'DOK1', 'CXCL11', 'SLC5A5', 'LILRB3', 'KMO', 'IFNA21', 'P2RX6', 'DLAT', 'THPO', 'COL3A1', 'FAM153A', 'GCK', 'UPF1', 'CCKAR', 'GPR45', 'TXNRD2', 'PSTPIP1', 'EFCAB2', 'FSHR', 'CNTN1', 'ACSL6', 'SH2D1A', 'LHX2', 'PROP1', 'ABCB11', 'GALR2', 'ADAM7', 'KIR2DL4', 'CHRD', 'GPR68', 'SH3BP2', 'PTCRA', 'PYY', 'ZNF638', 'HESX1', 'TBX1', 'GYG1', 'TCEAL2', 'CDK7', 'ALB', 'PDE4B', 'FOLH1B', 'FCAR', 'RAE1', 'PTPRU', 'ITPR1', 'TUBGCP4', 'IFNA2', 'ITK', 'MCAM', 'POU4F1', 'LRIT1', 'ALDOB', 'CASP1', 'IL1R2', 'PPIA', 'TACC2', 'WDR37', 'SULT1A2', 'FCGR2C', 'IFNA17', 'IER3IP1', 'GGTLC1', 'RET', 'SC5D', 'SERPINA1', 'TYRO3', 'CCRL2', 'TRHR', 'CYP3A43', 'NACAP1', 'RGSL1', 'MT1HL1', 'TBL1Y', 'ZIC4', 'CASP6', 'CXCR6', 'SULT1C2', 'RAB36', 'SERPINB6', 'BAG1', 'HTR2C', 'SLCO1A2', 'DSCAM', 'ITGB8', 'ADRA1A', 'PDC', 'MAPK11', 'RAB14', 'BMP4', 'GNRHR', 'RTEL1', 'HLA-G', 'FGFR1', 'HSPA2', 'GHRHR', 'APAF1', 'GUCY1B3', 'ALAS2', 'MAPK14', 'URI1', 'PDLIM4', 'RAPSN', 'SLC19A1', 'RPS6KB1', 'CACNA1C', 'MRPS11', 'LRIG1', 'HOPX', 'ETV4', 'HAP1', 'LRPPRC', 'ALPI', 'FBL', 'DRD3', 'GPR135', 'PTAFR', 'VDAC2', 'PTGDS', 'RPL3', 'PLAU', 'SSX3', 'MDFIC', 'IFNGR1', 'UGT2B28', 'DYNC1I2', 'NCALD', 'MAK16', 'KIR3DL1', 'TMPRSS2', 'BBC3', 'TSSK1B', 'TRO', 'USP32', 'TM2D1', 'IQCB1', 'CLEC11A', 'PTEN', 'ANXA9', 'BDH1', 'ANKRD40', 'ZNF551', 'MIOS', 'BID', 'FMO2', 'HYAL3', 'BLVRA', 'POLR2L', 'FCER1A', 'CELA3A', 'PRG2', 'LSM5', 'TUBA1C', 'NDUFS7', 'RLN1', 'SLC25A17', 'ATP5F1', 'PTHLH', 'TXNDC9', 'KPNA2', 'UBE2D1', 'PNLIPRP2', 'GINS4', 'POU2F2', 'ZKSCAN3', 'MMACHC', 'OVOL2', 'DCTN1', 'MTA1', 'EIF4A1', 'TREX2', 'ABI2', 'FYB', 'HLA-C', 'USP4', 'PCDHGB5', 'COL13A1', 'PCDHA6', 'B3GALNT1', 'TNIK', 'PCDHA5', 'CYP3A7', 'PVRL1', 'CD28', 'FZR1', 'PCDHA10', 'PCDHA3', 'PCDHGA9', 'PCDHGA10', 'PCDHGA1', 'SEZ6L', 'EPHB1', 'SERPINB4', 'MYO1A', 'CXCR4', 'ZNF471', 'MYH9', 'DYNC1H1', 'HNRNPA3', 'GANAB', 'ARL6IP1', 'HSPA5', 'EIF4B', 'ITGB1', 'PRRC2C', 'UBR4', 'IPO5', 'IGFBP5', 'RAB7A', 'ZFP36L1', 'ARPC5', 'COL4A2', 'TMEM123', 'HSP90AA1', 'RPLP0', 'RBPJ', 'ARFGAP2', 'GPR107', 'COL4A1', 'XPO6', 'AHNAK', 'TOP2B', 'SMARCE1', 'HLA-DPA1', 'WNK1', 'H3F3B', 'SZRD1', 'UBXN4', 'CDV3', 'PXDN', 'FAM168B', 'RSL1D1', 'MKI67', 'FLII', 'RBM25', 'PTOV1', 'EXOC7', 'PNN', 'ATP6V0D1', 'TGOLN2', 'MAPK3', 'RNF167', 'YARS', 'WIPF2', 'PDXDC1', 'TBC1D9B', 'GSE1', 'U2SURP', 'TRPC4AP', 'ATP9A', 'MAZ', 'USP34', 'C1R', 'PRRC2B', 'ADGRG1', 'CSNK2A1', 'SUN1', 'KMT2A', 'PRRC2A', 'MYL6', 'TEX261', 'SLC25A6', 'LMNA', 'ERAL1', 'PMPCA', 'GRINA', 'PEG10', 'MTUS1', 'RHOB', 'POLDIP3', 'KPNA6', 'FAF2', 'SLC39A14', 'STX12', 'ATXN7L3B', 'HN1L', 'TRIM27', 'TCTN3', 'RHOQ', 'ZMIZ1', 'CBX5', 'RANGAP1', 'NIPA2', 'PHLDB1', 'ATP2B4', 'LARP1', 'GCN1', 'PDS5A', 'IGFBP3', 'SUN2', 'MRPS27', 'PLEKHM2', 'PBX1', 'EFR3A', 'POGZ', 'SDC2', 'RNF187', 'VPS39', 'AP2A2', 'XPOT', 'KIDINS220', 'TMEM183A', 'XPO7', 'SMARCB1', 'FKBP9', 'PNISR', 'CRKL', 'NUDT4', 'TAB2', 'MT2A', 'ACACA', 'COG4', 'SERPINE2', 'RPL13', 'KCTD12', 'IL6ST', 'TM9SF4', 'MRFAP1L1', 'ANKLE2', 'IFITM3', 'TMEM87A', 'H2AFV', 'MED13L', 'ANKRD17', 'INTS1', 'OPA1', 'PREPL', 'FASN', 'PSME4', 'ALDH1A1', 'COQ9', 'FBXO21', 'FNBP4', 'KRT17', 'ASXL1', 'TUBA4A', 'MCFD2', 'NUP205', 'PIK3R1', 'MTDH', 'DST', 'ATP2C1', 'GALNT10', 'PBXIP1', 'GIGYF2', 'WAPL', 'MCM3AP', 'MAPK1', 'LPIN1', 'ATG4B', 'TMEM97', 'AGRN', 'ANKRD12', 'SUZ12', 'FNBP1', 'HIPK1', 'GNG12', 'SLC7A1', 'PSMD14', 'ATP13A3', 'NRP1', 'NEK9', 'TXLNA', 'RTF1', 'CLASP2', 'MIA3', 'SEL1L3', 'BCL2L1', 'CHMP7', 'SGSM2', 'SGPL1', 'VPS13D', 'LIMCH1', 'SCAP', 'TFDP1', 'RBL2', 'FAM98A', 'GNS', 'EPB41L1', 'MYO1D', 'YIPF6', 'SULF1', 'CREB3L2', 'MXD4', 'KDM1A', 'POFUT1', 'TBC1D1', 'EIF2B5', 'KHNYN', 'CLIP3', 'ZSWIM8', 'AMPD2', 'ATP2A2', 'MYO1B', 'ZNF292', 'FEM1B', 'ZNF384', 'DESI2', 'MYH10', 'EP400', 'GART', 'CMTR1', 'ATP6V0A1', 'TCF4', 'USP24', 'PDE4DIP', 'SBF1', 'EMC1', 'RDX', 'VGLL4', 'FAM102A', 'CDK11A', 'ZC3H13', 'UBE3B', 'PCMTD2', 'TOR1AIP1', 'MICU2', 'IMP4', 'ELF1', 'ZCCHC24', 'PDCD11', 'KIAA0368', 'GTF3C2', 'RBM38', 'GRPEL1', 'RPS2', 'TRIM33', 'CENPB', 'IP6K1', 'SNRNP27', 'KIAA0232', 'NBEAL2', 'CERS6', 'KBTBD2', 'NEDD4L', 'SECISBP2L', 'KIF1BP', 'YTHDC1', 'CLUH', 'SPRED2', 'SPTSSA', 'KAT6B', 'FN1', 'SETD3', 'DNAJC13', 'SPAG9', 'MICAL2', 'AVL9', 'ACAP2', 'SPECC1L', 'RMND5A', 'GPATCH8', 'COL5A1', 'SETD2', 'TNS2', 'ADO', 'CEBPB', 'DIP2C', 'MAU2', 'PICALM', 'TMEM131', 'MOAP1', 'MXRA7', 'GPD1L', 'CARM1', 'USP33', 'DDX3X', 'ATRN', 'PIP5K1C', 'UBE2E1', 'PDE8A', 'SPG20', 'DESI1', 'LSM12', 'NEK7', 'LCN2', 'WEE1', 'ZNF24', 'ATP11B', 'RPL17', 'DOCK9', 'CHD1L', 'CDC34', 'FLAD1', 'PHIP', 'AIM1', 'ZNHIT3', 'BRD3', 'FRYL', 'CAP2', 'HPCAL1', 'RPRD2', 'SCRIB', 'ZNF451', 'SPRY1', 'PRKAR1B', 'SORL1', 'DENND5A', 'BOP1', 'ENDOD1', 'CHD8', 'STK38L', 'TMEM259', 'MGRN1', 'SMCHD1', 'AQR', 'OSBPL8', 'RRAS2', 'RBM34', 'JCHAIN', 'PDCD4', 'DAZAP2', 'HMGXB4', 'AUTS2', 'ZZEF1', 'MRPS31', 'WDFY3', 'AKT3', 'PTPN11', 'DTX4', 'RCOR1', 'BTN3A2', 'ARID5B', 'CHD9', 'ZNF609', 'NEMP1', 'TMEM41B', 'CHN1', 'STX10', 'HNRNPC', 'EXOSC7', 'PKN2', 'EXOC3', 'STX7', 'UFL1', 'TNPO1', 'QKI', 'WWP1', 'HACD2', 'HIVEP2', 'MAPK1IP1L', 'RFTN1', 'RRAS', 'DHX29', 'RHOBTB1', 'SNX4', 'EHBP1', 'ZCCHC14', 'IL1RN', 'LHFPL2', 'JADE2', 'PVR', 'TUBB4A', 'TIPARP', 'SMURF1', 'SPARC', 'CAMK2G', 'ELN', 'ATM', 'METAP1', 'CEP68', 'NF1', 'PPP1R14B', 'EPB41L3', 'LMF2', 'ZNF3', 'TBL2', 'PPM1H', 'LIMS1', 'PIK3CB', 'KDM3A', 'DDHD2', 'NUP188', 'LRBA', 'MDN1', 'PCCB', 'CRY2', 'RNF4', 'FAM134C', 'SEPT10', 'SCAMP5', 'TLN2', 'BICD2', 'ZCCHC11', 'PNPLA2', 'RASA4', 'MSL1', 'NUP160', 'CAMSAP1', 'MFAP4', 'LARP4', 'MICAL3', 'PLEKHM1', 'PAPOLA', 'PHLPP1', 'SREK1', 'JMJD6', 'RND3', 'TUG1', 'PHF2', 'DLG3', 'SYNM', 'ANKRD46', 'MEG3', 'RUBCN', 'C16orf45', 'GM2A', 'ARHGAP19', 'NME4', 'PIK3R4', 'MAOA', 'RNF115', 'BBS4', 'ANKS1A', 'MKL1', 'RCHY1', 'UBE2N', 'CLASP1', 'PCGF3', 'MON2', 'UBR2', 'ZEB1', 'CAMSAP2', 'MTG1', 'OLFM4', 'FAM171A1', 'ABCA2', 'ZBTB18', 'OBSL1', 'SOS1', 'PACS2', 'KIAA1109', 'RBBP6', 'POLR2J', 'CIC', 'LARP7', 'CLEC16A', 'YLPM1', 'NCAPD3', 'C1orf216', 'DPY19L1', 'DAAM2', 'KIAA1033', 'TBC1D2B', 'ANKMY2', 'STX6', 'CIT', 'NAB2', 'GAPVD1', 'PRUNE2', 'SORT1', 'NFATC2IP', 'SLC1A4', 'SERINC5', 'JAM3', 'AHCYL2', 'ASCC3', 'CBS', 'ASB1', 'DMXL2', 'HEG1', 'PLEKHG3', 'FUBP3', 'PAXIP1', 'PIP4K2A', 'MEGF9', 'CKAP5', 'SLC25A46', 'POLD3', 'FAM175B', 'DNMBP', 'PPFIBP2', 'NCAM1', 'SAMD4A', 'RRP1B', 'C9orf3', 'AXIN1', 'LRP4', 'DCUN1D4', 'GRAMD4', 'PAQR4', 'MT1E', 'ZDHHC18', 'MFSD5', 'CDS2', 'COL14A1', 'R3HCC1', 'NCOA2', 'SOS2', 'MAPKAPK5', 'MED20', 'HMHA1', 'C2CD2', 'WDR7', 'PIAS4', 'KLHL18', 'MPHOSPH10', 'CCDC69', 'SEC23A', 'DICER1', 'SLC38A10', 'GADD45GIP1', 'ZNF282', 'ZZZ3', 'SUPV3L1', 'SKIV2L2', 'TTI1', 'CDK19', 'SEC24A', 'LRRC47', 'CSTF2T', 'GRAMD1B', 'SLC30A1', 'DNAJC16', 'LYPD1', 'THAP11', 'RPS6KA2', 'CBX7', 'PDZRN3', 'PHF8', 'DCP2', 'REST', 'SMYD2', 'PXDC1', 'MISP', 'SMC5', 'TSPYL4', 'TCF20', 'UBXN2B', 'FAM172A', 'CEMIP', 'C2CD5', 'MGA', 'VWA8', 'SLC9A8', 'CAMTA2', 'NCAPH', 'ADGRF5', 'DYRK4', 'POLR2I', 'TBC1D9', 'LINC01278', 'GNPTAB', 'CXorf40B', 'HIC2', 'RFNG', 'RPIA', 'DENND3', 'ACKR3', 'LRRC8B', 'TCAF1', 'ZDHHC17', 'HRAS', 'ATF2', 'SGMS1', 'SYNJ1', 'AHNAK2', 'NACC2', 'URB1', 'TLK2', 'MORC3', 'ANGPTL2', 'SPIDR', 'KANK1', 'FANCI', 'TRIM37', 'PRKCDBP', 'TPI1', 'NEDD4', 'MAPK8IP1', 'BBX', 'ABHD3', 'GATAD1', 'RANBP6', 'GOSR1', 'UTRN', 'TMF1', 'THUMPD1', 'TROVE2', 'NFRKB', 'PLXNA2', 'WDR73', 'NFIB', 'SIK3', 'ANKRD28', 'ATP2A3', 'STAU1', 'RNF19B', 'ARHGEF18', 'NPTXR', 'ATP5D', 'MED24', 'ROCK1', 'MAST3', 'SET', 'RALGAPA1', 'COBL', 'ZC3HAV1', 'PRKAR2A', 'CD47', 'FRMD4B', 'ATPAF2', 'CREB3L1', 'CHI3L2', 'NTAN1', 'ZFC3H1', 'RUSC2', 'PIK3C2A', 'DPT', 'CYHR1', 'ZFYVE26', 'OLFML2A', 'ITPKC', 'YTHDC2', 'TSR2', 'ZBTB22', 'SLC35D2', 'WWC1', 'DNAJC9', 'TAF4', 'CRTC1', 'PRKCA', 'ADGRG6', 'TMCC2', 'DNAJC2', 'ANGEL1', 'ACTR3', 'STARD13', 'TSR3', 'ATP8A1', 'CAMK2A', 'COL4A5', 'PIKFYVE', 'SLC43A3', 'ATG4A', 'NEK3', 'UHRF1BP1L', 'SLC36A1', 'TSPYL5', 'MFAP3', 'ZNF473', 'OLFML2B', 'MED8', 'UBE3A', 'OLFM1', 'MCAT', 'BTG3', 'TIAM1', 'PTPN2', 'ARID5A', 'SNAI2', 'SS18L1', 'PSKH1', 'GSAP', 'C2orf72', 'FBXL14', 'KDM6B', 'HOXA10', 'SEPT7', 'SETD1B', 'WSCD1', 'PCNX1', 'DOCK2', 'MZT2A', 'SP3', 'SEMA5A', 'GPX7', 'MMP24', 'TTC9', 'SNRPB', 'MAPK8IP3', 'RQCD1', 'GOSR2', 'MOCS1', 'SENP5', 'KIAA0556', 'FTL', 'MINA', 'COG7', 'TICAM1', 'THAP3', 'ROBO1', 'LYRM9', 'ZNF629', 'ASTN1', 'ACVR1B', 'C2CD3', 'SYP', 'TNNT1', 'SETD1A', 'SNAPC5', 'CUL9', 'RAD54L2', 'GLTSCR1L', 'TAF6L', 'OTUD3', 'ADCY2', 'BBIP1', 'SIK2', 'PLCB1', 'PPM1B', 'PDE8B', 'CDR2L', 'DMWD', 'KLHL9', 'FAM234B', 'KNOP1', 'ATP10D', 'PIBF1', 'PLXNC1', 'CEP170B', 'VPS13B', 'SCAMP4', 'ADCY1', 'SVEP1', 'LOC730101', 'FBXL7', 'SH3PXD2A', 'TNRC6B', 'MARCH3', 'TFPI', 'FOXC1', 'TRANK1', 'SACS', 'CAMTA1', 'ZNF248', 'DOPEY1', 'TMEM159', 'TENM4', 'MTMR9', 'DHRS1', 'RAP1GAP2', 'APOOL', 'SALL2', 'MBOAT2', 'SNX13', 'TRIM22', 'ATG2A', 'PFAS', 'FAM179B', 'MPDZ', 'SHANK2', 'PLCL2', 'AGO2', 'SMIM8', 'CXorf40A', 'KIAA1462', 'CLIC5', 'PRMT3', 'BCKDHB', 'OARD1', 'ZC3H7B', 'SRC', 'PVRL3', 'VAMP1', 'USP12', 'SRGAP2', 'STIP1', 'PAPPA2', 'HAUS7', 'TMEM158', 'TP73-AS1', 'FEM1C', 'YAP1', 'GDPD5', 'TEX30', 'RPS4X', 'TMCC1', 'ABCA5', 'ST3GAL6', 'GTF2H5', 'MTCL1', 'TDRD7', 'CA5BP1', 'SNX1', 'ERI2', 'LOC155060', 'CDHR1', 'SFMBT1', 'LDB3', 'PAQR3', 'CASP8', 'HIBCH', 'ZBTB1', 'RPS12', 'COQ2', 'VSTM4', 'PLCB3', 'CHN2', 'TMEM246', 'ATAD2B', 'ZC3H4', 'DPY19L4', 'IQCK', 'MFSD9', 'MAPKBP1', 'MLC1', 'AKAP10', 'SDR39U1', 'TBL1X', 'ZNF787', 'RAB22A', 'PHLPP2', 'EDRF1', 'ADAM22', 'STON1', 'CLIC2', 'ITGA4', 'TBX2', 'HSPA6', 'APBB2', 'DHX57', 'MXRA8', 'KIAA0895', 'WNT5A', 'RPP40', 'COL6A1', 'BICC1', 'MUC5B', 'STX2', 'SATB2', 'CNR1', 'NFASC', 'RUNDC3A', 'ZNF862', 'ZC3H3', 'IPW', 'POP1', 'ICOSLG', 'ZNF184', 'FAM114A1', 'SOSTDC1', 'MFHAS1', 'NUDT21', 'NPAS2', 'RAB40C', 'RND2', 'ERCC2', 'PGAP1', 'NPHP4', 'KCTD7', 'ITGAL', 'KAZN', 'NPTX2', 'VAMP4', 'DOCK3', 'PPWD1', 'ABCC10', 'SNED1', 'MAPRE2', 'COL2A1', 'PLPPR4', 'ABTB2', 'CLCN2', 'ACOX1', 'ANXA2', 'SUGP2', 'F2RL1', 'USP32P2', 'C14orf79', 'ARPC2', 'PRKCI', 'LAMA2', 'RECQL4', 'PTPN18', 'CCNE1', 'G0S2', 'LIN37', 'ZNF688', 'METTL18', 'RAB3GAP1', 'PASK', 'UBE2I', 'CD3D', 'HSD17B8', 'ERG', 'SGCD', 'DKFZP586I1420', 'CAND2', 'PDZD8', 'GLCE', 'RWDD2A', 'PINLYP', 'PCLO', 'RNASE6', 'OSR2', 'EIF4E2', 'SERPINB1', 'BMPR1A', 'EP300', 'ATP11A', 'ATP6V0E2', 'B3GNTL1', 'APLNR', 'OIP5', 'SLIT1', 'SRRD', 'KLHL23', 'AQP5', 'EEF1A1', 'TPGS2', 'ARAP2', 'ICAM2', 'COL9A2', 'KIF3A', 'SMPDL3A', 'ZKSCAN4', 'CBR4', 'MT1F', 'NACAD', 'DHODH', 'SH3BP1', 'TRMU', 'PHACTR1', 'ZNF500', 'CEP112', 'DNA2', 'INPP5J', 'METTL3', 'TAF5L', 'KLC1', 'TOP3B', 'PAMR1', 'SLC1A1', 'SEPT6', 'SRCAP', 'FCHO1', 'NSUN5P1', 'PMS1', 'TMEM151B', 'TTC30A', 'NUP50', 'PDLIM5', 'RPL35A', 'FAM69A', 'RSBN1', 'PON3', 'C12orf29', 'ASAH1', 'DLX5', 'MLX', 'BHLHB9', 'KRT81', 'ELOVL2', 'GLB1L2', 'CACNB2', 'KANK3', 'SECTM1', 'RBM4', 'SMARCA4', 'SOX2', 'XYLT1', 'TUBB4B', 'TCF3', 'MYO1F', 'COX5B', 'GOLGA8H', 'ATP5A1', 'KPNA1', 'ATRNL1', 'FLNA', 'TRIM66', 'MASP1', 'PAIP1', 'MDM1', 'RBMX', 'HIPK2', 'MFAP5', 'KSR1', 'IRF2BP1', 'GGA2', 'NSUN5', 'ZNF276', 'EMID1', 'TCHH', 'PPP1R37', 'MYOZ2', 'PENK', 'INSR', 'HOMER1', 'NGDN', 'PTPRA', 'RSAD2', 'CFH', 'RPSA', 'PRSS12', 'INPP5B', 'ADAM23', 'CAMKK2', 'IRAK3', 'STARD5', 'HOXA11', 'OLIG2', 'ARHGAP33', 'HLA-DQA1', 'KCND3', 'IQSEC3', 'GTPBP3', 'HOXA5', 'GRIK2', 'PRPH', 'DUSP7', 'PPP2R2B', 'TMEM110', 'RBM8A', 'DNAJC24', 'ZNF250', 'METTL21B', 'DCBLD2', 'SAMD14', 'COL11A2', 'SERPINA4', 'ZRSR2', 'LGR5', 'APRT', 'PMS2P5', 'THSD7A', 'FAM149B1', 'MRPL23', 'FAM189A2', 'BGN', 'MYBL1', 'LRRC15', 'IGFBP7', 'TBC1D30', 'NKG7', 'CUX2', 'SST', 'TTBK2', 'RAP2B', 'GNAL', 'C1orf95', 'MAP3K9', 'HLA-A', 'PTGER3', 'ZNF23', 'ERC2', 'RUFY3', 'RPS7', 'MEGF6', 'TWIST1', 'CADM3', 'PSMC3IP', 'KRT20', 'FAM169A', 'MYOZ3', 'CD6', 'RPGRIP1L', 'CHD5', 'RALYL', 'RABL3', 'ADAMTSL3', 'LYZ', 'CIZ1', 'MTSS1L', 'CTBP1', 'SAT1', 'PAK7', 'COL4A6', 'ATP5S', 'YPEL1', 'FAM189A1', 'MSL3', 'NOP16', 'SOCS7', 'DHX34', 'GRIP1', 'TUBB2B', 'DGCR6L', 'SLC25A42', 'CRYBG3', 'ZAP70', 'EFNA5', 'CCL8', 'GSN', 'PTPRD', 'RYR2', 'LIAS', 'FUT9', 'MBD4', 'ERBB4', 'DOK2', 'MYCL', 'TBC1D31', 'NFKBIB', 'BEAN1', 'ATP10B', 'CTTN', 'DHRS2', 'CA5B', 'NCF1C', 'PARP2', 'MYBPC1', 'GPX3', 'FUBP1', 'KIAA1107', 'GPR161', 'FASTK', 'RFPL1S', 'FGFR1OP', 'DAGLA', 'MUC6', 'KIAA1211L', 'NUDT13', 'ZNF79', 'SLC25A16', 'SRSF7', 'ZG16', 'SPTB', 'PPBP', 'MROH7', 'LOC100507424', 'MYRIP', 'CA12', 'FH', 'RYK', 'LST1', 'TKTL1', 'HEXIM1', 'DGCR2', 'SFTPD', 'PRODH', 'PACRG', 'PPIL6', 'KLHL35', 'ABCB9', 'FTH1', 'GRM5', 'XIST', 'MAP4K1', 'ALMS1', 'DNAH7', 'PRSS53', 'TNFRSF4', 'DNAH17', 'CYP3A5', 'PCGF2', 'GAL', 'MINK1', 'CLN5', 'DTNB', 'MAGEA4', 'ATP10A', 'AKR7A2', 'POLR2C', 'EFCAB11', 'ITGA8', 'MTMR4', 'MFSD7', 'RPL12', 'NPRL3', 'ACAA1', 'KLF12', 'HNRNPA1', 'TOP3A', 'RPS9', 'CYP2A6', 'NOV', 'UPF3A', 'GP2', 'TPT1', 'TSFM', 'IDH3G', 'THTPA', 'ATXN7L1', 'DDC', 'TACR2', 'KRAS', 'C1orf105', 'MTERF4', 'TPM3', 'RASGRP2', 'TSSK2', 'ERN2', 'PPFIBP1', 'CTRL', 'LOC441601', 'UNC93A', 'KLHDC3', 'MUC5AC', 'SLC5A12', 'IRGC', 'KRT4', 'PAX1', 'SPDEF', 'CTRB2', 'CT62', 'CHAF1A', 'NOP2', 'MTMR6', 'GLA', 'GMPS', 'ATP1A3', 'SELENBP1', 'HSPA12A', 'RALA', 'FBXL2', 'SHMT2', 'HLX', 'NAT1', 'PIAS2', 'ELL2', 'ETS1', 'CTSW', 'BCAT1', 'IFI44', 'ADAMTS2', 'HOXA2', 'TRAF3IP1', 'LSAMP', 'LBP', 'GJA5', 'GPR65', 'MYH6', 'HIST1H2AE', 'KLRB1', 'LHB', 'PMS2P3', 'PRKAB2', 'TFF2', 'MLLT1', 'SPP2', 'GFRA3', 'ETV3', 'ZBTB25', 'SIGMAR1', 'ODF1', 'FSHB', 'ARSF', 'SSTR3', 'SPG7', 'CACNG2', 'ASIP', 'H2AFY', 'HIST1H2BJ', 'ABO', 'GPR182', 'CREM', 'GPR20', 'OR1E1', 'KRTAP5-9', 'PDHA2', 'RLN2', 'FOXC2', 'HES2', 'CEBPE', 'GHRH', 'PQBP1', 'TSHB', 'EPB41', 'POU5F1B', 'CMA1', 'HIST1H1B', 'SLURP1', 'HIST1H1D', 'RGS6', 'SERPINB10', 'HIST1H2BO', 'HIST1H2AI', 'ADCY10', 'SPRR1A', 'TNPO3', 'CD7', 'RABEP1', 'SSTR5', 'SSTR4', 'PTTG2', 'GPR12', 'FPR3', 'LILRP2', 'PCDHGC3', 'SMR3A', 'TPSD1', 'IFNA5', 'FGF3', 'INSL3', 'AZU1', 'KRT36', 'MAP1B', 'NIPAL3', 'PDE3B', 'DDI2', 'VPS52', 'COL8A1', 'FGF12', 'KLHL4', 'ATP8B1', 'KCNG1', 'CHRM3', 'SSTR2', 'CLDN8', 'IVL', 'TEAD1', 'TPH1', 'COL4A4', 'HOXD11', 'GPR1', 'TSPAN2', 'PAK3', 'EYA1', 'PHOX2A', 'CYP11B1', 'MAGEA6', 'GPR3', 'MNX1', 'P2RY10', 'PRF1', 'CRHR1', 'PAM', 'GYS2', 'CYP21A2', 'FBXW4P1', 'UPK1A', 'EPX', 'NHLH1', 'CYP11B2', 'ZBTB33', 'NRP2', 'SOX3', 'CLDN9', 'CALCB', 'OSM', 'HOXA1', 'GPX5', 'DRD1', 'GPR6', 'NEAT1', 'TMED7', 'ITGA1', 'NOP14', 'WDR43', 'DSTYK', 'IREB2', 'SPRYD7', 'ZKSCAN1', 'ABR', 'TTLL5', 'USP19', 'MUC3A', 'ZFX', 'MEF2A', 'ZNF266', 'TAF1B', 'FAM63B', 'NBPF10', 'MIR22HG', 'PTBP3', 'RIF1', 'MAN2B2', 'INADL', 'CCNB1', 'GATC', 'SNX29P2', 'ZNF394', 'ZNF160', 'PKI55', 'SLC46A3', 'CDC42EP4', 'NOTCH2NL', 'ANKRD36', 'DIXDC1', 'SBSPON', 'TWISTNB', 'GLG1', 'SP1', 'YIPF1', 'EXPH5', 'IPCEF1', 'LRCH3', 'ZNF131', 'CEP131', 'CUX1', 'PLCH1', 'ZNF467', 'ARMCX6', 'ZNF468', 'TET3', 'UAP1L1', 'DCAF4', 'ZNF337', 'ZNF423', 'ACOT11', 'NAAA', 'AHCTF1', 'HSPB6', 'CLCN4', 'MSR1', 'MPRIP', 'KIAA1549L', 'TIPRL', 'N4BP3', 'MEGF8', 'VPS13A', 'MAP3K1', 'DENND4A', 'DDN', 'SP140L', 'KIAA1456', 'CDK18', 'CDH6', 'BICD1', 'RIMBP2', 'MOB1A', 'ZNF75D', 'FAAP24', 'UNC13A', 'CCDC57', 'IQSEC2', 'BRWD1', 'BRINP2', 'ZNF204P', 'FAM155A', 'PDE12', 'PARD6B', 'SLC38A6', 'ELK4', 'HNF4A', 'TMEM63A', 'PWAR5', 'SFT2D2', 'LINC00599', 'TOM1L2', 'CNIH3', 'DOK5', 'ALPK3', 'KCTD20', 'FSTL4', 'SLC9A7', 'DOT1L', 'PIWIL1', 'LRP5L', 'TUBGCP5', 'CDKAL1', 'UBTF', 'FAM149A', 'CACTIN', 'ZNF780B', 'ZNF8', 'SYT2', 'ZNF41', 'N4BP2L1', 'CEACAM21', 'APOM', 'BRD2', 'ADAMTS3', 'FAM13C', 'ZNF362', 'ZNF484', 'ITGBL1', 'SLITRK5', 'CACNA1A', 'ATP9B', 'LRCH1', 'MLLT4', 'SMG6', 'SLC26A10', 'SUSD5', 'TMPRSS6', 'AAK1', 'ACTL8', 'MTUS2', 'SPATA2L', 'DDX51', 'CXCL5', 'PPFIA4', 'TTTY15', 'SON', 'PIGO', 'DNASE2', 'ASPHD1', 'APOBEC3F', 'SCAI', 'FEZ2', 'DGCR9', 'SUGP1', 'NECAB2', 'THAP9-AS1', 'BRSK2', 'SNHG3', 'CCDC64', 'FNBP1L', 'CEP295', 'ZNF528', 'ZNF33B', 'PEX1', 'CCZ1B', 'SEMA6A', 'RNF126', 'TM4SF1', 'CELF3', 'KANSL1L', 'TRIM58', 'ZNF280B', 'CD163', 'FRMPD4', 'EPOR', 'LINC00894', 'DENND5B', 'METTL10', 'FBXL18', 'HIST1H2AC', 'GRB2', 'KIAA1024', 'LRRC42', 'DLEC1', 'SDHC', 'GTF3A', 'NSDHL', 'SPICE1', 'ADTRP', 'DPY19L1P1', 'NRIP2', 'MBL1P', 'TSC22D1', 'MCF2L2', 'DNM1', 'RAG2', 'MYO16', 'TBX6', 'NPIPB3', 'ZNF550', 'PIK3C2G', 'PI4K2A', 'EXOSC8', 'NOP14-AS1', 'HYPM', 'DPY19L2P2', 'TTC28', 'YOD1', 'NOS1AP', 'PABPC1', 'DEDD', 'UMPS', 'CEP152', 'TIMM17A', 'ITGA6', 'CDH22', 'PMS2P4', 'REPS1', 'DLST', 'LOC81691', 'WDR62', 'SNORA21', 'ACP1', 'NHLH2', 'ZNF273', 'ANO3', 'LIMS3', 'IGSF9B', 'CADM4', 'EMX1', 'DNAH3', 'SLC8A2', 'LFNG', 'TNN', 'TADA3', 'SLC12A3', 'TRAF3IP3', 'WFDC8', 'PPFIA3', 'LINC00667', 'PHTF1', 'TRPC2', 'ZNF749', 'SYCE1L', 'ZNF529', 'ZNF674', 'ZNF549', 'ATP8B3', 'RUNDC3B', 'LUZP2', 'SEMA3D', 'CBARP', 'MYH15', 'GSTM1', 'EFR3B', 'DNAH6', 'RABGAP1L', 'CCDC88C', 'BTBD18', 'PELP1', 'POU2F3', 'TDRD12', 'ZNF37BP', 'ZNF44', 'KIAA1614', 'NEB', 'GGCT', 'TNNT2', 'ADGRV1', 'OS9', 'ASTN2', 'TRAF3IP2', 'STOML2', 'EXOC6B', 'ZFR2', 'IHH', 'ZNF428', 'GK2', 'ACSM1', 'BEX4', 'LOX', 'TSPO2', 'SUMO4', 'ZNRF4', 'OR7E24', 'ABCA12', 'GTF2H2B', 'EIF2B4', 'PRPS1L1', 'IBA57', 'SNX29', 'DUSP10', 'SPINT3', 'DIRAS3', 'ETV2', 'LAMB4', 'PYGO1', 'STXBP5L', 'SGSM3', 'PHC3', 'SORCS3', 'ZNF391', 'KHDRBS2', 'DIP2A', 'ZNF492', 'AGPAT1', 'HLA-DQB2', 'LARGE', 'SCFD1', 'CTAGE9', 'ABCC6', 'LYPLA2', 'FCF1', 'ACVR2B-AS1', 'LTN1', 'GUSBP3', 'FBXW12', 'FGD2', 'ERC1', 'KDM4B', 'BRMS1', 'NEUROG2', 'CEP41', 'SH2D3C', 'FLCN', 'EPHA5', 'SCAND2P', 'ASCC2', 'TFAP2B', 'SHBG', 'GPAA1', 'HSPB11', 'DDX27', 'SEC16A', 'FLG', 'PRNP', 'PRIM2', 'IGFALS', 'SLC6A2', 'ATP2B1', 'DGCR11', 'MPHOSPH9', 'DTX2', 'IZUMO4', 'TSC2', 'USF2', 'RCC1', 'GORASP1', 'LINC01136', 'ANKRD53', 'ZNF804A', 'SUCLG2', 'INSRR', 'HIST1H2BG', 'RAB40AL', 'ALPL', 'CD1E', 'CYFIP2', 'AJAP1', 'DNAJC11', 'MTMR7', 'GLUD2', 'MYH7B', 'PLXNB1', 'NUDT7', 'ZNF835', 'LILRA5', 'DNAH2', 'GUCA1B', 'TLL2', 'HERC2P3', 'CFAP70', 'SIGLEC15', 'SYT12', 'PLA2G5', 'UBQLN2', 'SSX7', 'ZNF440', 'PTGDR', 'ZNF81', 'MAST2', 'SNRNP40', 'RAD21L1', 'PSD4', 'CD72', 'HHEX', 'TRIM2', 'FAM136A', 'ZMYM5', 'OAZ1', 'SLC5A4', 'GK3P', 'LY9', 'LOC100130331', 'ZNF721', 'IGHMBP2', 'DXO', 'ZNRD1-AS1', 'CBX2', 'BCL6', 'PRAMEF12', 'FUT3', 'ZXDB', 'CYP2C9', 'POLE', 'SEMG2', 'ERGIC3', 'ZNF280A', 'TCF7L2', 'CCDC144A', 'FAM182A', 'CYP2C19', 'DAAM1', 'HBBP1', 'ANKRD34C', 'FADS3', 'FAM205BP', 'SV2C', 'SLC7A8', 'MTMR1', 'HTR7P1', 'SPEF1', 'GARNL3', 'RIMS1', 'MAP2K7', 'ATF6B', 'LINC00939', 'TRIOBP', 'RBFOX2', 'AQP6', 'CPN2', 'TAF4B', 'B2M', 'MCM5', 'PVT1', 'TCEA1', 'POLR2J2', 'LPXN', 'TTLL12', 'SERPINB13', 'LAMB2', 'MYH7', 'TMEM115', 'ADAM3A', 'ZNF460', 'CYSLTR1', 'CLTA', 'XRCC3', 'GCFC2', 'PTBP1', 'DGKB', 'GRHPR', 'TAOK1', 'RHCE', 'MST1', 'NR3C1', 'TUBA3D', 'HDAC3', 'POU6F1', 'YIPF3', 'SEC14L3', 'PPP1R13B', 'RPS17', 'ZNF10', 'PCDHGA3', 'MUC7', 'AKR7A3', 'LOXL3', 'LTB4R', 'KLHL1', 'GYPB', 'SCAPER', 'SEC14L4', 'ATXN8OS', 'OR2B2', 'GALK2', 'HOXB9', 'TRPM3', 'SF3A1', 'PQLC3', 'ZNF682', 'TAPT1', 'OR2B6', 'ATXN3L', 'GS1-600G8.3', 'RBMY2FP', 'TBC1D22B', 'KIR2DS4', 'PRR14L', 'FOXL1', 'GJB4', 'POM121L2', 'FZD8', 'GNAT3', 'MAGEC3', 'PIGC', 'AKR1C1', 'FAM186A', 'DKFZP434L187', 'CCL2', 'SLC22A6', 'AOC4P', 'FARSA', 'HTR3A', 'MAG', 'GTPBP10', 'ARHGEF10', 'TOX3', 'B4GALT1', 'DR1', 'LOC1720', 'MYO7B', 'ZMYND10', 'KIR3DL3', 'ANKRD36BP2', 'OR7C1', 'PRODH2', 'KLK1', 'TAF1', 'KRIT1', 'CYP2U1', 'SLC25A30', 'VENTXP1', 'DCLK2', 'GATM', 'PYHIN1', 'USP53', 'CFAP74', 'CYLC1', 'KRTAP4-7', 'OR2H1', 'OR2J2', 'MPL', 'ERBB2', 'KMT2D', 'SNRPN', 'GDF11', 'ATP8B2', 'TEX41', 'IL17A', 'PRB4', 'GABRG3', 'FAM76A', 'CHRNA4', 'MICU1', 'ST14', 'RRP12', 'KRT35', 'CDKL5', 'DRD2', 'FCGR1A', 'LMNB2', 'ATP5O', 'IVD', 'ZNF133', 'RPAIN', 'NPAS1', 'ZNF224', 'GRM8', 'RUNX2', 'FASTKD2', 'ADAM5', 'ADAM15', 'PGK2', 'GBX1', 'AZGP1P1', 'TMEM212', 'KRT84', 'MFN1', 'AGER', 'FAM13A', 'HOMER2', 'C1orf68', 'RPL7', 'UBXN7', 'DIMT1', 'MUC4', 'KIAA0930', 'SLC35E2B', 'PMCHL1', 'CTH', 'CAMK1G', 'CYP2B6', 'VDAC1', 'UBB', 'TRAT1', 'TNK1', 'TSPY1', 'HERPUD1', 'PRDM1', 'MTRF1L', 'BTNL3', 'CEACAM3', 'SFXN3', 'MAST1', 'ZNF154', 'PRAMEF10', 'SERHL2', 'NDRG3', 'MYO9B', 'RBBP4', 'OR2F2', 'OR1F2P', 'OR7A10', 'KRT3', 'DISC1', 'CTAGE11P', 'OR2J3', 'PRICKLE3', 'HLA-DRB6', 'PRAMEF11', 'ZHX3', 'MDM2', 'NTRK3', 'KYNU', 'UBE2NL', 'MT4', 'GAPDH', 'ZNF227', 'PPIL2', 'MS4A1', 'HIRA', 'COL10A1', 'MC2R', 'TACC1', 'CADM3-AS1', 'B3GALT2', 'HLA-E', 'TNP2', 'HLA-DMA', 'NCR2', 'PTENP1', 'IDE', 'IFIT2', 'STK17B', 'ABCA6', 'C18orf25', 'GRIK5', 'CRX', 'KAZALD1', 'KNG1', 'MILR1', 'CACNA1S', 'LOC283683', 'KCNV2', 'OLFML1', 'CLCA2', 'NXPE3', 'ZNF816', 'MT1M', 'ZNF675', 'OR7E14P', 'STEAP1B', 'RPL10L', 'CALCA', 'BRINP3', 'TGM4', 'EDDM3A', 'CDH8', 'RAB40A', 'TRPA1', 'ZSWIM1', 'SCUBE3', 'USP27X', 'SREK1IP1', 'ERICH1', 'TIMM50', 'MYLK3', 'ZNF573', 'POLG', 'SKA1', 'COX16', 'SIX5', 'ZNF234', 'ZNF813', 'SEC14L1P1', 'LRRC75B', 'ZBTB7C', 'PLEKHA2', 'SLC7A11', 'HBE1', 'SLC16A3', 'CNPY4', 'SEC61A1', 'EIF3L', 'CHCHD2', 'NGRN', 'SERBP1', 'COPZ1', 'VPS35', 'S100A6', 'AES', 'TMBIM1', 'ITM2B', 'TMSB10', 'WDR6', 'EIF2AK1', 'RTFDC1', 'NAMPT', 'RPL7A', 'WAC', 'TMEM30A', 'PERP', 'NAA50', 'PDCD6IP', 'ADIPOR1', 'COPG1', 'UBE2Z', 'GSTK1', 'CNDP2', 'RPS26', 'DDX56', 'HN1', 'SERF2', 'A2M', 'TM9SF3', 'TRIM44', 'ADI1', 'RAB31', 'NRBP1', 'TMEM50A', 'C3', 'C14orf166', 'POMP', 'PIGT', 'GOLM1', 'MTCH2', 'NDUFA4', 'TRMT112', 'RDH11', 'HACD3', 'SLC39A1', 'ZNF106', 'GPS1', 'YPEL5', 'YKT6', 'PRMT5', 'GALNT2', 'SNX6', 'SSR3', 'ALDH18A1', 'SNX5', 'RAB11B', 'PRR13', 'TMEM43', 'NPLOC4', 'UFC1', 'CNOT2', 'UBE2H', 'NDFIP1', 'ATP5E', 'NUCKS1', 'GOLPH3', 'ILF3', 'POLDIP2', 'GLTSCR2', 'MAPKAP1', 'BZW2', 'LARS', 'SELT', 'YTHDF2', 'SPIN1', 'CCDC47', 'SUPT16H', 'PCNP', 'ARPC4', 'GOLGA7', 'ENAH', 'WBP11', 'UBE2J1', 'SPG21', 'SLTM', 'USP39', 'SYNCRIP', 'C20orf24', 'YY1AP1', 'CHMP3', 'EVL', 'TFG', 'DDX41', 'PPME1', 'MED4', 'CTDSP1', 'QARS', 'THRAP3', 'PPA1', 'CDC42BPB', 'GNL3', 'PRELID3B', 'ARL8B', 'TNS3', 'POLR2E', 'ARMCX3', 'SLC39A9', 'NDUFA10', 'PREB', 'PIAS1', 'RNF130', 'CPSF7', 'BACE2', 'METTL9', 'HSD17B12', 'CMPK1', 'MIF', 'PIH1D1', 'CAB39', 'SUCLG1', 'PMEPA1', 'GTF3C5', 'GPBP1L1', 'CDC27', 'EMC3', 'MMADHC', 'NAT10', 'IPO9', 'EPS15', 'ARFGAP1', 'CYBRD1', 'PARVA', 'C16orf58', 'LIMA1', 'AKIRIN1', 'KCTD3', 'PTCD3', 'FAM192A', 'FXYD6', 'EMC7', 'TMEM214', 'IARS2', 'DSG2', 'HERC2', 'STRN4', 'BACE1', 'MCMBP', 'KLHDC2', 'MRPL18', 'DCAF6', 'BAG3', 'DUS1L', 'VPS4A', 'TPCN1', 'RSL24D1', 'FAM49B', 'DYNLRB1', 'MRPL42', 'MAN1A2', 'PEF1', 'C6orf106', 'C19orf53', 'SPCS1', 'PPP6R3', 'KIAA0319L', 'TOLLIP', 'CNPY3', 'MRPS7', 'LAP3', 'STUB1', 'UQCC1', 'ARHGAP5', 'HDAC7', 'KCMF1', 'AFTPH', 'CARKD', 'ERBB2IP', 'MRPS35', 'MAP7D1', 'POMGNT1', 'BTBD1', 'SAE1', 'CMTM6', 'FAM127B', 'VKORC1', 'NOSIP', 'PHF3', 'BCL2L13', 'ENOPH1', 'CFAP20', 'TRAPPC4', 'TOMM22', 'SLC25A38', 'NOP10', 'NGFRAP1', 'TTC19', 'SAP30BP', 'FAM129A', 'TSSC1', 'VPS51', 'CNOT6', 'LAMTOR3', 'CHCHD3', 'DCXR', 'TM7SF3', 'WBP5', 'DYNC1LI1', 'MSRB1', 'UBE2Q1', 'TSPAN13', 'MRPL16', 'MORF4L1', 'RNASET2', 'BAZ1A', 'ASNSD1', 'CCNB1IP1', 'HSD17B11', 'GMPR2', 'SSBP3', 'EFHD2', 'MAT2B', 'CPSF3L', 'SQRDL', 'PHLDA1', 'MRPS2', 'CXCL14', 'FKBP3', 'ZNF22', 'RPS27L', 'TMEM248', 'PRC1', 'PPDPF', 'UBL5', 'TSPYL2', 'DCTN4', 'NUP85', 'WRNIP1', 'POLR3E', 'HGSNAT', 'PDXK', 'ZFAND3', 'FAM53C', 'MPC1', 'ECI2', 'COA3', 'MRPL15', 'FAM65A', 'GIT1', 'FOXN3', 'SNN', 'FIS1', 'RBM47', 'NMD3', 'NUSAP1', 'PRPF38B', 'COPS4', 'AZI2', 'PTMS', 'MRPS16', 'OSBPL9', 'COMMD3', 'MRPL13', 'UFM1', 'NT5DC2', 'ATP13A1', 'PRPF40A', 'WDR41', 'BFAR', 'EMC8', 'ZNF706', 'USB1', 'MEA1', 'AKAP8L', 'TMEM9B', 'SLC12A7', 'ARGLU1', 'ZNF672', 'DCTPP1', 'GMPPA', 'MKRN2', 'COMMD9', 'NDC1', 'FAM96B', 'AAAS', 'ARHGAP17', 'ZDHHC3', 'GGNBP2', 'FAF1', 'UBP1', 'PTGES2', 'FXYD5', 'NPDC1', 'SORBS1', 'RRAGC', 'AAR2', 'WDR11', 'AGFG1', 'ANKRD10', 'TMEM165', 'AGPAT5', 'CUEDC2', 'ARFGEF2', 'TEX2', 'IFT57', 'DERA', 'FTSJ3', 'TEX10', 'MRPL4', 'MRPS10', 'WDR26', 'UBR7', 'MFSD1', 'XAB2', 'CMAS', 'MRPS34', 'TMEM2', 'ASF1B', 'C9orf78', 'RBX1', 'TIMM23', 'HMOX2', 'SENP2', 'C21orf59', 'RETSAT', 'CCDC25', 'RMDN3', 'NFYB', 'C17orf62', 'GATAD2A', 'TSEN34', 'NIF3L1', 'RBM22', 'ERGIC2', 'SLC25A37', 'SMAP1', 'MKKS', 'AP5M1', 'SRPRB', 'UBE2O', 'CRBN', 'SCAMP2', 'INF2', 'TRIB3', 'GLT8D1', 'CENPT', 'ZNF395', 'ARL5A', 'SLC52A2', 'HMG20A', 'CARS2', 'GSDMD', 'TSR1', 'CDC42SE1', 'APPL1', 'DDRGK1', 'NDUFA8', 'CLN6', 'OLFML3', 'MCTS1', 'SPATA20', 'MEAF6', 'RSF1', 'AMZ2', 'ADCK3', 'VAC14', 'ISOC1', 'VPS4B', 'DERL1', 'TMEM254', 'CCDC92', 'MAGEF1', 'CHMP1B', 'TRAPPC11', 'EPS8L2', 'CLDN1', 'CDIP1', 'TULP4', 'ARMC1', 'RAB25', 'C8orf33', 'TIMM13', 'NANS', 'UQCR10', 'LMBRD1', 'IP6K2', 'GOLT1B', 'REXO2', 'ARMT1', 'OSTM1', 'OXR1', 'DHX32', 'NOL6', 'NDUFB2', 'MRPL44', 'ALG5', 'FYCO1', 'MKNK2', 'SCAND1', 'STMN3', 'PQLC1', 'RPRD1A', 'FN3KRP', 'MLPH', 'MOCS2', 'TMEM258', 'ATG101', 'NR1H2', 'ARL6IP4', 'SCPEP1', 'APPL2', 'LANCL2', 'C12orf10', 'ARNT', 'PLEKHO1', 'PNMA1', 'ECSIT', 'NDUFB4', 'NUBP2', 'TNKS2', 'POGK', 'ARFIP1', 'NAGK', 'C1QA', 'UTP11L', 'PRKD3', 'SLC38A1', 'GTPBP4', 'GOLGA5', 'KMT5B', 'RUFY1', 'NOL8', 'TSKU', 'MUL1', 'MEX3C', 'FAM111A', 'ZDHHC6', 'CNOT7', 'MID1IP1', 'CKAP2', 'EIF2D', 'SAR1B', 'FBRS', 'NUP54', 'UGGT1', 'POLR1D', 'MKL2', 'DDA1', 'AP1M2', 'RMND5B', 'ZBED5', 'BCCIP', 'SECISBP2', 'NCS1', 'CINP', 'TBC1D15', 'DROSHA', 'MRPL24', 'PARL', 'TTC38', 'PDP1', 'ANKZF1', 'SLC25A10', 'SAV1', 'DHX40', 'HIST2H2AA3', 'MRPL48', 'EDEM2', 'SS18L2', 'BDH2', 'RNF7', 'AGO1', 'CCDC90B', 'UBA5', 'PLEKHJ1', 'LAMTOR2', 'PRKAG2', 'FAM188A', 'C14orf159', 'RNPEPL1', 'KRCC1', 'OSBPL11', 'HERC1', 'RSAD1', 'TACC3', 'CAMK2N1', 'MAP4K3', 'ZSCAN18', 'GALNT7', 'C11orf57', 'CDK5RAP1', 'TIMM9', 'NLK', 'PELI1', 'NDUFB11', 'STYXL1', 'ACSL5', 'SPATS2', 'DIDO1', 'LGR4', 'SNAP29', 'COQ4', 'NAV2', 'FAM208B', 'BEX1', 'DERL2', 'THOC7', 'PFDN2', 'FAM160B2', 'PHC1', 'MRPL22', 'UBA6', 'PPCS', 'ERMP1', 'GTF3C3', 'RCOR3', 'TMEM176A', 'SESN1', 'TYW1', 'ZC3H7A', 'ZWILCH', 'GMNN', 'COMMD8', 'RCBTB1', 'RGS5', 'TRAPPC2L', 'KIF4A', 'TIMM8B', 'CRELD2', 'NRSN2', 'GOLPH3L', 'DIS3', 'EXD2', 'DARS2', 'METTL17', 'USP21', 'TNFRSF12A', 'EXOSC1', 'S100PBP', 'PSPC1', 'MED9', 'AKTIP', 'C12orf4', 'NUDT9', 'MICAL1', 'RWDD2B', 'PRKRIP1', 'RBM7', 'U2AF2', 'HAUS4', 'CARHSP1', 'USP16', 'PGLS', 'APH1A', 'FAM204A', 'SNF8', 'SFXN1', 'SMU1', 'ROGDI', 'ACTR6', 'VPS13C', 'FANCL', 'MRPS30', 'CDCA4', 'OAS3', 'ZNF281', 'HPS4', 'TRIAP1', 'SNX10', 'ABT1', 'NENF', 'TIMM10', 'DNAJC1', 'PGP', 'MBIP', 'GTF2IRD1', 'ZNF639', 'NDE1', 'VPS33B', 'SLC48A1', 'KANK2', 'TMUB2', 'PROSER1', 'CERK', 'RBM26', 'VPS54', 'STEAP3', 'RNF216', 'SDCCAG3', 'REV1', 'C19orf66', 'RFX7', 'VIPAS39', 'FBXO3', 'AACS', 'DNAJC15', 'SIL1', 'LZTFL1', 'MED28', 'COMMD10', 'MCCC1', 'RPAP1', 'TTC4', 'DAZAP1', 'ALG12', 'H2AFY2', 'TVP23B', 'CMC2', 'GID8', 'UFSP2', 'HEBP1', 'CDCP1', 'SMARCAL1', 'TMEM242', 'PLBD1', 'NFS1', 'CAPRIN2', 'DNMT3A', 'GMCL1', 'TOR3A', 'DNAAF5', 'GPN3', 'RPF1', 'MUS81', 'FAM222B', 'TMEM33', 'TBC1D17', 'PSMG2', 'GREM1', 'YARS2', 'BBS1', 'PELO', 'COLGALT1', 'KCTD5', 'TRMT2A', 'POMT1', 'TMEM14A', 'ZCCHC8', 'XPO4', 'AGBL5', 'EXOSC5', 'ENY2', 'IFT46', 'NDUFA4L2', 'SLC35C1', 'KLF11', 'ALAD', 'EIF2B3', 'ZNF302', 'THYN1', 'THAP7', 'SNRNP25', 'SLC2A4RG', 'UXT', 'RNASEH1', 'ERO1A', 'STK26', 'THEM6', 'ARHGEF3', 'TRPS1', 'FOCAD', 'WDR59', 'GLYR1', 'HILPDA', 'DCP1A', 'FAM134B', 'PNPO', 'WDR12', 'TMA16', 'SMG8', 'PAXBP1', 'IMPAD1', 'JADE1', 'FAM13B', 'SLC35A5', 'TBK1', 'UBE2W', 'MAP1S', 'LHPP', 'E4F1', 'APTX', 'RNF38', 'CD320', 'FHOD1', 'TMEM134', 'UCKL1', 'AGGF1', 'RIOK2', 'MRS2', 'FBXO34', 'C8orf4', 'CEP55', 'PARP12', 'RCL1', 'CCDC91', 'C1orf115', 'DHDDS', 'TEX264', 'RMDN1', 'LRRC20', 'MIIP', 'ECHDC2', 'KCTD15', 'ASH1L', 'ANAPC2', 'ORMDL2', 'NIT2', 'MRPL39', 'MAFB', 'JMJD4', 'LYRM4', 'TMEM57', 'NDUFA3', 'RFWD3', 'C9orf114', 'CHORDC1', 'DPP3', 'KBTBD4', 'CHMP4A', 'MAGEH1', 'LMCD1', 'ANAPC1', 'DUSP12', 'LRRC40', 'CDC73', 'DHX35', 'AURKAIP1', 'ABHD4', 'MARCH5', 'DCUN1D1', 'TCTN1', 'DTL', 'MRGBP', 'POGLUT1', 'FAM114A2', 'LPAR6', 'C10orf2', 'NOL10', 'CECR5', 'RBM28', 'HEATR1', 'TBC1D13', 'CISD1', 'RINT1', 'REC8', 'LIMD2', 'URGCP', 'HAUS6', 'HECA', 'LEMD3', 'TFB2M', 'ZDHHC7', 'SDAD1', 'ATP13A2', 'NUDT2', 'CPPED1', 'IER5', 'TSSC4', 'PSD3', 'KIAA1551', 'TMEM39A', 'INTS12', 'TRIT1', 'FNDC3B', 'SUV39H1', 'HEMK1', 'NUP37', 'HMP19', 'CENPBD1P1', 'NRN1', 'EIF4ENIF1', 'DRAM1', 'CCDC53', 'SMO', 'MKS1', 'AVPI1', 'HECTD3', 'ABHD10', 'PHLDA3', 'MAN1B1', 'IMPACT', 'SPON2', 'ZXDC', 'PLEKHF2', 'CHCHD7', 'CRIPT', 'PLEK2', 'ZNF277', 'C4orf27', 'YRDC', 'CRTC3', 'NEMF', 'DGCR8', 'LARP6', 'PIGG', 'SLC25A15', 'MRPS33', 'CWC25', 'LHFP', 'RAPGEFL1', 'ACTR8', 'ASXL2', 'DYSF', 'NCAPG', 'MECR', 'FZD4', 'STX17', 'PJA1', 'RAP2C', 'PUS1', 'ATPIF1', 'SCNM1', 'ATG7', 'TRAPPC13', 'SLC22A17', 'PCTP', 'S100A14', 'NES', 'VPS28', 'SDF2L1', 'SLC4A1AP', 'PTBP2', 'LRRC8D', 'SMUG1', 'RHBDF1', 'MUC13', 'TKFC', 'SYBU', 'TSPAN15', 'ARMCX1', 'EXOSC4', 'EIF2AK3', 'NCKIPSD', 'APIP', 'RAB29', 'LACTB2', 'SARS2', 'SEC22A', 'RNF43', 'SNX24', 'GRAMD3', 'NXT1', 'IFT52', 'TTC27', 'SDPR', 'C1orf109', 'ICE2', 'PRR14', 'UTP6', 'MTO1', 'P3H2', 'PDGFC', 'SEZ6L2', 'C1orf27', 'CCDC51', 'RGCC', 'TGIF2', 'SLC25A22', 'HJURP', 'CNIH4', 'LXN', 'OGN', 'VWA1', 'PTRH2', 'MSL2', 'ZNF544', 'PALMD', 'SBNO1', 'RNF138', 'ABHD5', 'CDK5RAP3', 'CENPM', 'NARFL', 'CHMP6', 'PACSIN3', 'TMEM161A', 'TAPBPL', 'EXOC5', 'SLC8B1', 'TAF1D', 'FBXW7', 'ZMAT5', 'XKR8', 'NOL9', 'KIF20A', 'DHRS11', 'UPF3B', 'RRP1', 'COQ6', 'RNF111', 'ZNF574', 'STX18', 'WARS2', 'REXO4', 'NUP107', 'ANKRA2', 'TMEM39B', 'PANK4', 'TMEM38B', 'MSRB2', 'DCPS', 'WWC2', 'TMEM62', 'REEP4', 'HOOK2', 'SMC6', 'ATAD2', 'SAYSD1', 'IFT22', 'NT5DC3', 'CWF19L1', 'SMYD3', 'C11orf71', 'TMLHE', 'KATNBL1', 'BSPRY', 'SCML1', 'TXNL4B', 'ACP6', 'FERMT1', 'SIRT7', 'KRI1', 'GPN2', 'SRD5A3', 'UGGT2', 'CCDC109B', 'CHFR', 'ANO1', 'GIMAP5', 'VAV3', 'PANK2', 'ZC3H12A', 'ORAI2', 'SH3GLB2', 'TMEM206', 'TMEM51', 'LRRC1', 'FHL3', 'INTS6', 'C14orf132', 'KCTD9', 'PNMAL1', 'EGFL7', 'SLC35F2', 'CEP192', 'CHD7', 'RPL26L1', 'FCGRT', 'ARRB1', 'ZAK', 'TMEM132A', 'SFTPA2', 'UBE2D4', 'TTC31', 'NADSYN1', 'ASB8', 'RPAP3', 'FNDC4', 'ACSF2', 'DUSP22', 'MED23', 'IGF2BP2', 'THOC6', 'PPP1R13L', 'LIMD1', 'WDR33', 'PPP2R3C', 'MOSPD1', 'DSE', 'TPRA1', 'TNFRSF21', 'ASRGL1', 'DEPTOR', 'ESF1', 'NOC4L', 'RNF25', 'ASB13', 'MARC1', 'POLR3K', 'C12orf49', 'ACTR3B', 'MLYCD', 'ARHGAP15', 'TESC', 'GON4L', 'ATAT1', 'FBXO5', 'TPPP3', 'TRMT11', 'SIRT1', 'MTHFSD', 'FOSL2', 'WDR3', 'CENPU', 'GUF1', 'GALNT12', 'PAK1IP1', 'MRPL2', 'NETO2', 'NOC3L', 'MRPL35', 'ISOC2', 'MAGOHB', 'GPATCH3', 'NCBP3', 'TMEM177', 'FAM57A', 'BAALC', 'CNNM4', 'PLSCR4', 'NOTCH1', 'NABP2', 'C9orf40', 'INTS8', 'KLC2', 'LRRC61', 'ASPSCR1', 'RPS6KC1', 'ANO10', 'YEATS4', 'GCC1', 'GMIP', 'RRNAD1', 'NF2', 'ZNF768', 'MAN1C1', 'ZFAND1', 'FAM193B', 'SIGIRR', 'CERS4', 'CTBS', 'C11orf1', 'MYNN', 'CHST12', 'SLC37A1', 'CDKN2AIP', 'TMEM106B', 'RAB17', 'ZNHIT6', 'HSPB7', 'EHD3', 'CCDC59', 'ZSCAN32', 'FBXL15', 'VCPKMT', 'PIP4K2C', 'DDX58', 'PYCRL', 'METTL22', 'NFU1', 'MTPAP', 'QRSL1', 'ARAP3', 'PLCXD1', 'PCSK1N', 'PCYOX1L', 'BRF2', 'PTCD1', 'PAAF1', 'HOXC10', 'TMPRSS4', 'PNKP', 'TMEM168', 'KRT23', 'ARID3B', 'TUT1', 'MYO5C', 'PTER', 'ZFP64', 'PAM16', 'CUTC', 'WDR91', 'TTC17', 'EFL1', 'SOBP', 'COL5A3', 'DNAJC12', 'TRNAU1AP', 'RMI1', 'FHOD3', 'SDHAF3', 'C1RL', 'PUS7', 'SLC2A8', 'DDX60', 'ATF7IP', 'SLC35E3', 'SLC30A5', 'SPRR3', 'PLGRKT', 'RNMTL1', 'STAG3L4', 'EDN1', 'TFPT', 'POLR1E', 'FAM206A', 'TMEM140', 'DSCC1', 'DCAF10', 'FASTKD1', 'MANEA', 'MIS18A', 'TMEM59L', 'NDUFAF4', 'NUP43', 'LDAH', 'C14orf93', 'C1orf106', 'PLEKHA4', 'EMSY', 'GALNT11', 'PLAC8', 'FASTKD5', 'ETNK1', 'CCDC85C', 'HS1BP3', 'RNF121', 'C12orf43', 'AP1AR', 'PLEKHA1', 'CD248', 'RASAL2', 'MYO9A', 'C5orf28', 'TPRKB', 'NIP7', 'OPN3', 'PARP8', 'PARP16', 'RNF34', 'CEP70', 'RRP15', 'MORC4', 'CORO7', 'REPIN1', 'THNSL2', 'RHOF', 'ZNF668', 'PIGN', 'CSGALNACT1', 'ZNHIT2', 'METRN', 'HPS6', 'VPS37C', 'SRBD1', 'RNASEH2B', 'TINAGL1', 'LYVE1', 'WDYHV1', 'LAGE3', 'ZCCHC2', 'C1orf35', 'ITIH5', 'PPCDC', 'NSMCE4A', 'ATAD3A', 'ANKRD49', 'MOSPD3', 'HGH1', 'BCL7C', 'OSBPL10', 'TMEM184C', 'PXMP2', 'WWOX', 'GPATCH2', 'CYB5R4', 'CTPS2', 'ANKHD1', 'AMDHD2', 'SHQ1', 'NSD1', 'GEMIN7', 'ZNF839', 'ASPN', 'ZNF576', 'SLC24A3', 'MMRN2', 'IPPK', 'PID1', 'ARMC7', 'MYBBP1A', 'TIGAR', 'OBFC1', 'ABHD8', 'RCN3', 'RNF141', 'ORC6', 'KLHL41', 'SPAG16', 'GAR1', 'DDX54', 'HSD17B14', 'C3orf18', 'IL20RA', 'DCUN1D2', 'FKBP11', 'LSM8', 'C2orf44', 'ESRP1', 'THG1L', 'ZNF232', 'TTI2', 'SLC50A1', 'PHF10', 'PRR15L', 'C2orf42', 'SAP30L', 'TRMT13', 'UBIAD1', 'PELI2', 'OXSM', 'ADGRL4', 'LMF1', 'MFF', 'CROCCP3', 'RBP4', 'AMBRA1', 'RASL11B', 'DUSP26', 'ADGRL1', 'TEFM', 'NMRK1', 'PBK', 'DBR1', 'PODXL2', 'THSD4', 'TMEM120B', 'PITPNC1', 'SYNJ2BP', 'KLHL2', 'NAA15', 'SLAMF7', 'MRPL11', 'ZNF562', 'ATG2B', 'PDLIM2', 'DNAAF2', 'RASL12', 'TFB1M', 'FSD1', 'ZNF236', 'UBTD1', 'IFT74', 'SLC41A3', 'C2orf47', 'BRIX1', 'QTRTD1', 'DACT1', 'PEX26', 'LIPG', 'TMEM231', 'CYTH4', 'TIMM22', 'SIRT5', 'ZBTB7A', 'FKBPL', 'MACROD1', 'FBXL6', 'AGO4', 'BIN2', 'UBAP2', 'WDR70', 'SEMA4G', 'PPARGC1A', 'SCG3', 'SCUBE2', 'GTF3C4', 'AFF4', 'FASTKD3', 'TWSG1', 'RHBDF2', 'EMC9', 'SRR', 'TMBIM4', 'EDC3', 'FBXO11', 'IFIH1', 'RAB8B', 'USP18', 'HSPA14', 'JAM2', 'NT5C', 'SLC39A4', 'ETAA1', 'NARS2', 'BAHCC1', 'TMEM160', 'MRPS22', 'ZBTB38', 'RBKS', 'CACFD1', 'ZNF408', 'PGBD5', 'CDK12', 'CCNJL', 'ZNF331', 'SLCO3A1', 'TMEM100', 'TGS1', 'EGLN3', 'GSDMB', 'SCRN3', 'PHACTR4', 'PAQR6', 'DNAJB14', 'PIGV', 'ZNF654', 'C10orf88', 'CEP63', 'GIMAP4', 'MRPL46', 'OGFOD2', 'ZDHHC14', 'THUMPD2', 'FKBP10', 'FLRT3', 'WDR60', 'GEMIN8', 'TMEM185B', 'IL17RB', 'SH3TC1', 'SPHK1', 'TIPIN', 'SEMA4A', 'ELP5', 'C7orf26', 'SUV39H2', 'RNF128', 'PPP2R3B', 'MOB3B', 'ZNF350', 'GLTP', 'ETNK2', 'HMBOX1', 'CHAC1', 'GALNT14', 'CCNK', 'TSPAN12', 'PDCD5', 'CAAP1', 'OGDHL', 'MAP3K6', 'DOCK10', 'MSRA', 'TRPV2', 'C1GALT1C1', 'HSPBAP1', 'NIN', 'RBM15', 'KCNMB4', 'C3orf14', 'HEATR3', 'DAPP1', 'DTWD1', 'THAP1', 'OLA1', 'CENPQ', 'PCOLCE2', 'ZDHHC13', 'WDR44', 'ECHDC3', 'TRMT12', 'CNTNAP2', 'RNF219', 'PDGFD', 'FBXO2', 'KIF15', 'PDSS2', 'AK5', 'C22orf46', 'SYNDIG1', 'ZBTB10', 'GRAMD1C', 'ZNF219', 'TMEM204', 'FLVCR2', 'POLI', 'MED31', 'HIF3A', 'MYO19', 'MPP5', 'WRAP73', 'IL18BP', 'NOL12', 'ELAC1', 'B3GNT2', 'GPRC5C', 'DDX31', 'ATRAID', 'VANGL1', 'KLHDC8A', 'MICALL2', 'CAPN10', 'NABP1', 'ARMCX5', 'ASCC1', 'C1orf159', 'LRRC49', 'EHMT1', 'CLN8', 'CASD1', 'CDC37L1', 'SLC29A3', 'BOLA1', 'LRFN3', 'NUDT15', 'EXOC2', 'DIABLO', 'TRAPPC2', 'HERC6', 'NHLRC2', 'KLHL26', 'CXorf57', 'CHMP5', 'GTPBP1', 'ADAP2', 'ATHL1', 'TRPM4', 'AEN', 'NAA35', 'MTERF3', 'DHX58', 'CAMKV', 'AVEN', 'NAP1L2', 'OTUB2', 'RPRM', 'KLF2', 'IFT81', 'DPM3', 'CEPT1', 'GAREM1', 'NAA16', 'ZNF358', 'POLH', 'C5orf42', 'SERTAD3', 'PRR5L', 'ADAT1', 'SLAMF8', 'CCDC88A', 'GRHL2', 'SUSD4', 'FKBP14', 'BPNT1', 'PRR11', 'PGS1', 'ESRP2', 'NEIL1', 'COQ10B', 'CIDEC', 'CNTNAP1', 'XYLT2', 'HPSE', 'EPS8L3', 'TRIM68', 'C1orf50', 'LAMC3', 'PRMT7', 'SNIP1', 'TMEM45A', 'ELMO3', 'RAB38', 'ACBD4', 'CLSTN2', 'TTYH1', 'SCARA3', 'BORCS6', 'NHEJ1', 'RBFA', 'COA7', 'TTC33', 'ESPN', 'TNFRSF25', 'EBI3', 'SULT4A1', 'AGO3', 'FAT4', 'PXMP4', 'FA2H', 'ARHGAP10', 'EVC', 'BCOR', 'TREM1', 'CTC1', 'EMCN', 'ANKRD11', 'NKAIN1', 'C1GALT1', 'RAI2', 'LRRK1', 'CLUHP3', 'TASP1', 'BCORL1', 'GLTSCR1', 'RIC8B', 'SLC35C2', 'TMEM70', 'C4orf19', 'DPEP2', 'KLHL36', 'EGFL6', 'CFAP69', 'NSUN3', 'POLR3B', 'TMEM127', 'PAK6', 'TMEM53', 'LAMP5', 'CA14', 'APOA2', 'GIN1', 'CUEDC1', 'DYNC2H1', 'CCNJ', 'CENPO', 'GDAP2', 'C3orf52', 'OSGIN1', 'WFDC1', 'KDELC1', 'SNAI1', 'TTC13', 'SETD4', 'PORCN', 'HCFC2', 'PSMD10', 'BBS10', 'A4GALT', 'NXN', 'DCLRE1B', 'LRFN4', 'CHIC2', 'SHCBP1', 'RAD54B', 'ZNF180', 'SOWAHC', 'SEC61A2', 'CLCF1', 'ENOX1', 'NEIL3', 'TMEM40', 'RPAP2', 'CECR1', 'C1orf54', 'RSRC1', 'GCNT3', 'MYOZ1', 'POLQ', 'SNCAIP', 'DSN1', 'SH2D3A', 'PRDM10', 'TRPV4', 'SIGLEC1', 'WWC3', 'B3GAT1', 'FJX1', 'TENM3', 'NDUFAF5', 'SLC47A1', 'BCL11B', 'CLIC3', 'PALB2', 'CEP72', 'ELOVL4', 'CDKN1C', 'HUNK', 'DLL3', 'GEMIN6', 'ZNF267', 'NEK11', 'PBLD', 'BORA', 'KCTD14', 'COX15', 'ZNF16', 'RTN3', 'ROBO3', 'EAF2', 'NME7', 'RHCG', 'C16orf59', 'NRIP3', 'SLC17A9', 'COPZ2', 'LINC00341', 'KCNJ16', 'CYP20A1', 'PLEKHF1', 'EXO5', 'SOX18', 'SLC35G2', 'KIF16B', 'ZNF12', 'CADPS2', 'LRRC16A', 'MARCH1', 'MAP7D3', 'ABCA7', 'CPEB1', 'RAB3IL1', 'TMC5', 'TSEN2', 'OGFRL1', 'SPATA7', 'PLA1A', 'TTC12', 'NCAPG2', 'TMEM143', 'DPH5', 'CEND1', 'MCPH1', 'SLC15A3', 'NINJ2', 'THAP10', 'DUOX1', 'RWDD1', 'TMEM50B', 'C10orf12', 'PIEZO2', 'ZNF226', 'MS4A4A', 'FBXO38', 'WDR25', 'ARHGEF28', 'CEP85', 'FGG', 'SIRT6', 'SLC6A20', 'KCNK5', 'ACSS3', 'CAMKMT', 'IRAK4', 'DIRAS2', 'TOR4A', 'CLSPN', 'RAB20', 'ACTR5', 'BAG4', 'COL4A3BP', 'ZNF767P', 'ZMAT3', 'FAM118A', 'PDZK1IP1', 'LRP12', 'TRPV1', 'TTPAL', 'CHST11', 'ZNF606', 'ARMC9', 'FBXO22', 'PARP6', 'CLDN15', 'DET1', 'PEX5L', 'LRP1B', 'CEP83', 'CASQ1', 'DEF8', 'POPDC2', 'MREG', 'ALG6', 'ERCC6L', 'DPPA4', 'CXorf36', 'LSM14B', 'HACD1', 'SUGCT', 'PCDH12', 'KLF3', 'PTCD2', 'ATP8A2', 'RANBP17', 'C2orf49', 'TMEM121', 'DECR2', 'NUDT18', 'MS4A6A', 'BANK1', 'GDAP1L1', 'CD177', 'BEND5', 'HPCAL4', 'AHSP', 'MCM9', 'UXS1', 'ZSCAN16', 'SPSB1', 'NLRX1', 'RAB11FIP1', 'TBX3', 'FZD3', 'RTP4', 'TMEM35', 'STK32B', 'HHAT', 'BBS7', 'SEMA3G', 'IGFLR1', 'SAMD9', 'KREMEN2', 'AGPAT4', 'FAM105A', 'SMPD3', 'DENND1B', 'HS3ST2', 'METTL4', 'LGI2', 'PLXDC1', 'TMOD2', 'PLAC1', 'MNS1', 'YBX2', 'QSER1', 'AP5S1', 'CPNE7', 'NT5M', 'FAM173A', 'SH3TC2', 'ZNF586', 'CACNA2D3', 'TDP1', 'APOL6', 'DCAF16', 'FGGY', 'HIGD1B', 'GPATCH2L', 'GDPD3', 'AGPAT3', 'TESPA1', 'TREM2', 'NLGN3', 'DUOX2', 'MYOT', 'PRRX2', 'CC2D2B', 'PLPPR1', 'SLC27A5', 'SIDT1', 'TFCP2L1', 'TRIM36', 'PCDH9', 'RNF186', 'VASH2', 'ZNF552', 'PRR7', 'HEY2', 'FN3K', 'MFSD13A', 'DPF3', 'NDNF', 'TREML2', 'SH2D4A', 'TMEM144', 'SETD6', 'RASAL1', 'STAG3', 'RBM41', 'CBX8', 'POF1B', 'TMEM260', 'TTC26', 'ERAP2', 'LIN7B', 'CLEC1A', 'RPL36', 'DENND1A', 'FZD10', 'ZNF329', 'B9D2', 'CRYZL1', 'VTCN1', 'INCENP', 'GTDC1', 'TBC1D8B', 'SMPX', 'NOX4', 'GIMAP6', 'ZFPM2', 'ZFHX4', 'ZNF771', 'SLC35F6', 'MTL5', 'ECT2', 'NPR3', 'HAND2-AS1', 'AGMAT', 'SNX16', 'SLC6A14', 'CDHR5', 'MGAT4A', 'MEPCE', 'DHRS9', 'THNSL1', 'ZNF34', 'PYROXD1', 'ANGPTL3', 'SYNPO2L', 'CXorf56', 'SMCO4', 'RAB4B', 'WDR55', 'VCPIP1', 'LATS1', 'MBNL3', 'GAL3ST4', 'RBM23', 'GPATCH1', 'MRPS28', 'SLC6A16', 'GFOD1', 'MTRF1', 'LIN28A', 'SLC13A4', 'CYP26B1', 'ZNF419', 'UCP3', 'RABL6', 'ITGB1BP2', 'RAI1', 'CDKL3', 'HOXC13', 'EFHC1', 'CARF', 'PRDM8', 'ZBED2', 'CYTL1', 'TTC23', 'TCL6', 'AICDA', 'ARL15', 'IPP', 'CCDC186', 'BARX1', 'HDAC11', 'ZNF432', 'ZNF671', 'EHF', 'ZNF613', 'MORN1', 'FKRP', 'ZNF14', 'NUDT11', 'C1orf116', 'PLEKHS1', 'MFSD6', 'CLEC4E', 'LY6G5C', 'DNAJC17', 'NARF', 'HERC5', 'RCAN3', 'LINC00339', 'CHODL', 'ANKFY1', 'ATF7IP2', 'KLF3-AS1', 'FAM198B', 'COLEC11', 'SLC12A8', 'GOLGA2P5', 'ZMAT4', 'KLF13', 'C17orf53', 'TTLL7', 'TEX40', 'LHX6', 'SLFN12', 'CEP97', 'SPAG4', 'FRAT1', 'CLEC5A', 'PGPEP1', 'TM6SF1', 'CCDC71', 'MAGEL2', 'TMEM255A', 'CALY', 'RNF122', 'GPR85', 'NDOR1', 'ZNF446', 'FGD6', 'BHMT2', 'ZSCAN5A', 'ERMAP', 'EBLN2', 'FRS3', 'DKK2', 'MMP28', 'FICD', 'SLCO4A1', 'CRNKL1', 'ECEL1', 'SLC16A10', 'RNF39', 'ZCCHC4', 'ASPM', 'DOCK5', 'LTBP3', 'TRIM45', 'ZMYM6', 'POPDC3', 'CABYR', 'ZFYVE21', 'KLF8', 'KLHL12', 'SLC27A6', 'GLRX2', 'SULT1E1', 'ADAMTS5', 'GPR87', 'TRHDE', 'PSTPIP2', 'CSDE1', 'PCID2', 'TMEM19', 'MYL7', 'CLIP4', 'DDX25', 'MYH14', 'CLEC4A', 'UGT2A3', 'LRRC2', 'TIAM2', 'DZANK1', 'MCOLN1', 'AKIP1', 'GBA3', 'L1TD1', 'GALNT6', 'RUFY2', 'TMEM74B', 'MOCOS', 'UCHL5', 'ACE2', 'DUSP13', 'ST7L', 'MAGIX', 'BANP', 'MRM1', 'ZNF589', 'TXLNG', 'GIPC2', 'PCNX4', 'ARSJ', 'ECHDC1', 'OLAH', 'HOOK1', 'AIPL1', 'C11orf73', 'ABHD18', 'ZNF587', 'HRASLS', 'HS3ST3A1', 'ACAD10', 'ERVMER34-1', 'RNF220', 'ANKS1B', 'E2F8', 'SLC2A9', 'TAC3', 'SOX17', 'APBB1IP', 'ZNF750', 'ASB7', 'COPS7B', 'LGALSL', 'MAN2A2', 'SIGLEC5', 'PADI4', 'KIF26B', 'LRRC36', 'DDX43', 'P2RY13', 'EFCC1', 'METTL8', 'PEAK1', 'LONRF3', 'AUNIP', 'ERO1B', 'EPHX3', 'PRR16', 'CASZ1', 'CBLL1', 'XPNPEP3', 'TMC7', 'ZNF334', 'APOBR', 'PRX', 'TBR1', 'CLCA4', 'RASIP1', 'ACVR2B', 'OTUD7B', 'CPED1', 'NUP210', 'LMBR1L', 'ZC4H2', 'PIGZ', 'HIVEP3', 'MFI2', 'NEUROD6', 'CCNL1', 'EDAR', 'PDCD1LG2', 'C9orf9', 'PRSS21', 'TINF2', 'GDF3', 'IL23A', 'ZNF287', 'IL22RA1', 'GID4', 'STAP1', 'PARPBP', 'ACSM5', 'MAGEC2', 'GSTCD', 'TTC21B', 'TNMD', 'NOD2', 'SPTBN5', 'VPREB3', 'TUBA8', 'KDM8', 'HAUS2', 'CSPP1', 'PLEKHG6', 'ANKH', 'CCDC134', 'USP48', 'FBXL8', 'HSD17B7', 'PPP1R14D', 'C14orf105', 'HELLS', 'IKZF5', 'BCO1', 'C5AR1', 'L2HGDH', 'CRNN', 'SLC2A6', 'ANTXR1', 'MCUR1', 'CNTLN', 'TMEM104', 'HYDIN', 'LUC7L2', 'SLC22A11', 'FOXL2', 'MRPS18C', 'RSPH14', 'NPC1L1', 'ZC2HC1C', 'GNA14', 'NXF3', 'ANO2', 'ANKRD55', 'POLR1B', 'STAB2', 'CDH10', 'KCNN2', 'ZNF385D', 'ZBTB32', 'EPB41L4A', 'LINS1', 'MCTP1', 'SLC35F5', 'GAN', 'DNAI1', 'PRSS50', 'FBXL12', 'NIPAL2', 'SOHLH2', 'FXYD7', 'CLEC2D', 'ODAM', 'SLC7A9', 'CRYBA2', 'VSIG10', 'HAND1', 'DNMT3L', 'SNX11', 'C11orf63', 'HAPLN2', 'LUC7L', 'ANKEF1', 'MAP9', 'TLR7', 'FAM60A', 'ALDH8A1', 'C2orf54', 'FAM184A', 'C10orf95', 'ENTPD7', 'BRD9', 'EFCAB1', 'PLEKHA8P1', 'LGALS14', 'ABCA11P', 'KPTN', 'EPB41L4B', 'CARD9', 'FBXO40', 'INO80D', 'CNNM1', 'CASC1', 'TMEM156', 'FHL5', 'GPALPP1', 'DCAF17', 'BBOF1', 'LRRC8E', 'NUBPL', 'TMPRSS3', 'MFSD12', 'DPEP3', 'CCDC68', 'SLC25A23', 'NUDT6', 'NANOG', 'SPTBN4', 'CDHR2', 'STEAP4', 'JPH3', 'MGAT4B', 'GKN1', 'SH3D21', 'NSUN7', 'MBD5', 'MUC16', 'ATP6V0A4', 'EIF5A2', 'AIDA', 'KMT5A', 'RC3H2', 'BMP8A', 'TPTE', 'ZMYM1', 'YIF1B', 'ADAMTS13', 'PYY2', 'CHRNA10', 'THADA', 'TSHZ2', 'ZNF215', 'ZNF669', 'C8orf44', 'SPANXC', 'SPATA6L', 'LRRC37A4P', 'ATAD5', 'HAO1', 'IRX4', 'TRPM8', 'AP4E1', 'CYB5R2', 'PPP1R17', 'SCD5', 'CA8', 'LRIF1', 'PDPR', 'KLHL7', 'TMCO3', 'ZNF701', 'ZBTB44', 'SLC45A2', 'CAMK1D', 'CASC5', 'NSFL1C', 'HYAL4', 'ZNF286A', 'CXorf21', 'FANCE', 'OXCT2', 'PLEKHH3', 'TBC1D19', 'ZDHHC4', 'DLK2', 'SMAD5-AS1', 'KLF4', 'KRT24', 'ZBBX', 'RNF17', 'EFCAB6', 'BNC2', 'IL17B', 'IQCA1', 'CUZD1', 'RERGL', 'CXXC4', 'KDM4D', 'TRIM17', 'ANKMY1', 'SLC12A1', 'RIC3', 'HHIPL2', 'DKKL1', 'ABHD17B', 'MTMR10', 'ADAMTS9', 'MYO15A', 'AIM1L', 'GDPD2', 'CATSPERB', 'KCNV1', 'DEPDC1', 'SAP30L-AS1', 'BTBD7', 'SPATA6', 'CCDC102B', 'MAK', 'PDZD3', 'CNGB3', 'MAVS', 'FAM46C', 'CD244', 'CFAP45', 'TTC22', 'TUBAL3', 'N6AMT1', 'FAM83E', 'GPR88', 'PARP11', 'NPAS3', 'LRAT', 'EPN3', 'MYLIP', 'DOK3', 'CCDC121', 'IL36G', 'CNTD2', 'LINC00472', 'TAF7L', 'VGLL3', 'RMND1', 'SAMSN1', 'CYP46A1', 'CLDN16', 'PAQR5', 'RGS17', 'CES3', 'GP6', 'NGB', 'RALGPS2', 'TPSG1', 'GREB1L', 'C5orf45', 'EDEM3', 'PDE7B', 'C11orf16', 'LRRTM4', 'MTHFD2L', 'KLHL29', 'ENGASE', 'ZNF235', 'ACKR4', 'FAM86C1', 'PBRM1', 'CORIN', 'SGK2', 'BATF3', 'ARPP21', 'THAP9', 'IQCH', 'PSORS1C1', 'ALLC', 'ELSPBP1', 'SAP130', 'PPP4R3A', 'USP36', 'SLC12A9', 'DNAJC28', 'DCHS2', 'KLHL28', 'LRRC19', 'TCP11', 'FSCN3', 'DNASE2B', 'ARHGAP28', 'ABCG5', 'NME8', 'JPH2', 'EML4', 'HHLA3', 'CCDC81', 'AGBL2', 'ZBTB3', 'EBF2', 'LGSN', 'FGF20', 'DNAJA4', 'LINC00115', 'TP53AIP1', 'ADGRG3', 'TGFB2', 'PODNL1', 'KCNK7', 'SLC39A2', 'CALML5', 'TNNI3K', 'ATP8B4', 'THAP4', 'UBASH3A', 'USP25', 'LMAN1L', 'BTNL8', 'UBQLN3', 'PLA2G2D', 'NPHS2', 'ROPN1B', 'C20orf195', 'OBSCN', 'CD207', 'NDST3', 'FAM110D', 'TMPRSS11E', 'CYP39A1', 'PRRG3', 'ADCK4', 'SLC30A10', 'ANGPTL8', 'QPCTL', 'LGALS13', 'DNAJC22', 'VAX2', 'ZNF557', 'CHST4', 'HRH3', 'KCNK12', 'LINC01260', 'BIRC7', 'PQLC2', 'SLC16A8', 'SPTLC3', 'SAMD4B', 'MCM3AP-AS1', 'SLCO1C1', 'CSRNP3', 'CCDC15', 'ARL14', 'BET1L', 'MYCT1', 'SLC25A21', 'SLC28A3', 'FAM212B', 'TMEM230', 'APOL5', 'HAND2', 'GPR75', 'SERGEF', 'RNF19A', 'MCOLN3', 'SIRPG', 'TMEM164', 'SNTG2', 'BCAS3', 'HAMP', 'OTOF', 'DMRT1', 'TXNDC15', 'CLEC1B', 'ZNF214', 'ACTL7B', 'FNDC8', 'ACTL7A', 'SLC13A1', 'KERA', 'GUCY1B2', 'UPB1', 'CCT8L2', 'RHBG', 'DUSP21', 'ZSCAN2', 'ABI3BP', 'LIM2', 'NUP62CL', 'ATG16L1', 'CRB1', 'AUP1', 'MRPL20', 'TMEM176B', 'TRIM48', 'FAM90A1', 'VRTN', 'MTMR8', 'ADM2', 'CFAP46', 'KCNK15', 'MMP26', 'BPIFA1', 'C21orf62', 'TSKS', 'FAM35A', 'PKDREJ', 'FBXO4', 'SLC17A6', 'TRPC5', 'PRPF39', 'PDZD7', 'ATP1B4', 'PACS1', 'TSPAN32', 'EN1', 'C11orf21', 'IGF2-AS', 'CYP2W1', 'SHANK1', 'RNLS', 'CCR10', 'PIK3R5', 'IKZF2', 'RETN', 'PRDM11', 'KLK14', 'SEMA6D', 'GVINP1', 'ADAMTSL4', 'CCDC170', 'PRR36', 'HKDC1', 'MLST8', 'BCAS4', 'EFHC2', 'CCDC40', 'PDZRN4', 'CARD14', 'ELP6', 'C16orf70', 'MCTP2', 'FTCD', 'SIRT2', 'ADPRM', 'NELFCD', 'ZNF770', 'LOC202181', 'LRRFIP2', 'DAB1', 'SYTL2', 'ADGB', 'FAR2', 'ZNF532', 'ZCWPW1', 'CRCT1', 'FOXE3', 'LRRC31', 'TSGA10', 'ELF5', 'SERPINA10', 'CST8', 'SDK2', 'KCNQ1DN', 'CHIA', 'OSGEPL1', 'POMT2', 'HP1BP3', 'TBX4', 'PSORS1C2', 'DNAI2', 'FAM124B', 'CBLC', 'TM4SF20', 'NOX5', 'FAIM', 'NXPE4', 'KLRF1', 'COA4', 'ADARB2', 'AGBL3', 'SLC9A5', 'MCM10', 'KIF24', 'ZIM2', 'PPY2P', 'TNIP3', 'KLHL11', 'ARNTL2', 'C7orf43', 'LINC00474', 'ZNF692', 'HEYL', 'IL1RAPL1', 'LUZP4', 'USP49', 'DNMT3B', 'NOCT', 'PPP4R4', 'PNPLA3', 'ADAMTS8', 'CDH7', 'RAVER2', 'PRR34', 'RDH8', 'TBX21', 'FAM120C', 'PIWIL2', 'MRTO4', 'DHRS7B', 'CCDC82', 'IDI2-AS1', 'ADAMTS7', 'FOXRED2', 'ZNF556', 'DENND6B', 'PRDM14', 'ADAMTS20', 'HEXA-AS1', 'ZNF614', 'SLC5A7', 'CWH43', 'KCNK10', 'ZNF778', 'NECAP2', 'PREX2', 'SLC26A1', 'CPTP', 'SENP7', 'SLC19A3', 'RPS6KA6', 'CNNM3', 'SLC12A6', 'PPA2', 'NGLY1', 'IFT122', 'IL19', 'UIMC1', 'LINC00652', 'ZNF580', 'CCDC7', 'P3H1', 'FAXDC2', 'LOC51145', 'CRYL1', 'C6orf48', 'SLC52A1', 'UBXN6', 'ROBO4', 'EDDM3B', 'ZNF665', 'TAOK3', 'GNB1L', 'PPP4R2', 'LIMS2', 'BTG4', 'CSNK1G3', 'WDR78', 'ZBED8', 'BPESC1', 'GPHN', 'DYM', 'UEVLD', 'KCNJ14', 'KIF13A', 'SEMA6B', 'PADI3', 'PLA2G3', 'DEC1', 'KLK12', 'MMP27', 'UTS2', 'SLC38A4', 'RNF31', 'TBRG4', 'MS4A5', 'SCN11A', 'PRDM5', 'SAGE1', 'GREM2', 'BEGAIN', 'METTL16', 'PLPPR3', 'GCM2', 'TMOD3', 'HAO2', 'KCNH4', 'STAMBPL1', 'TP73', 'HRH2', 'GNG13', 'HBQ1', 'THEG', 'CLCA3P', 'PRG3', 'HHLA2', 'CYSLTR2', 'CTNNA3', 'LPAR3', 'TRPC4', 'FRMD1', 'GALR1', 'KIRREL', 'TCP10L', 'B3GALT1', 'IMPG2', 'GCNT4', 'TLR8', 'MS4A12', 'ZNF407', 'EXD3', 'C1orf112', 'DCAF13', 'TCEB3B', 'ACOXL', 'ZNF221', 'OBP2A', 'MORC1', 'FOXN3-AS2', 'PURG', 'MIP', 'PDSS1', 'ADAMTS6', 'SLC24A2', 'SLC7A10', 'CENPJ', 'CCDC177', 'CASS4', 'CA10', 'DDX47', 'TRMT44', 'PSAT1', 'PRDM12', 'USP29', 'GPR157', 'GFM1', 'LINC00574', 'ADGRF1', 'CCDC33', 'TRIM46', 'FRAS1', 'NYNRIN', 'WDR19', 'CFAP43', 'PNMA3', 'SLC38A2', 'HPSE2', 'PRDM16', 'GALNT8', 'SMIM2', 'ZCCHC6', 'TMEM223', 'CDK5RAP2', 'H2AFJ', 'GMEB1', 'DPP8', 'C21orf91', 'FAM162A', 'NDUFAF7', 'PGLYRP4', 'MANSC1', 'TBC1D10B', 'ATP1A1', 'C7orf49', 'KANSL3', 'A1CF', 'PLEKHA5', 'MTMR12', 'PILRB', 'RAB23', 'EGLN2', 'CTAGE1', 'ULK4', 'PADI1', 'RSG1', 'RAB1B', 'RSPH6A', 'ARPC5L', 'ZNF696', 'TSPAN9', 'KRTAP2-4', 'IL25', 'KRTAP9-9', 'SHARPIN', 'C1QTNF1', 'KRTAP1-1', 'EPB41L5', 'KRTAP1-3', 'ST6GALNAC5', 'ADPGK', 'NXF2', 'SPACA1', 'SLCO5A1', 'RNF170', 'C1QTNF3', 'AMN', 'RNF32', 'TRMT1L', 'GPR63', 'STXBP6', 'SHCBP1L', 'DIAPH3', 'UNC93B1', 'TSPAN14', 'CAB39L', 'ITM2C', 'PTDSS2', 'FIP1L1', 'ETNPPL', 'ANGPTL4', 'LBH', 'TRIM8', 'RAB33B', 'CDADC1', 'TCF7L1', 'LRRC3', 'TDRD1', 'COLEC12', 'SLC25A32', 'CTNNBL1', 'PMFBP1', 'KCNH6', 'SLC2A10', 'PUS7L', 'SCRT1', 'PLA2G12A', 'GFOD2', 'WNT5B', 'ARHGAP24', 'APOLD1', 'TMPRSS5', 'TEX13B', 'TEX14', 'APH1B', 'SLC25A31', 'ASAP1', 'SLC17A5', 'CLMN', 'PER3', 'GTPBP8', 'MARK1', 'C17orf80', 'POLL', 'GTPBP2', 'NMRK2', 'TDRKH', 'CKLF', 'COTL1', 'TLR4', 'PKD2L1', 'HS3ST3B1', 'RNF123', 'UNKL', 'CHST8', 'RXFP3', 'SPX', 'TACO1', 'CCAR2', 'NOD1', 'ARMC4', 'DENND1C', 'DENND2D', 'KCNQ4', 'HTR3B', 'TNFSF15', 'FEZF2', 'APOL3', 'PPP1R9A', 'NOX3', 'OGFOD1', 'INSL5', 'IKZF3', 'BRD7P3', 'ELP3', 'KCNE2', 'TMCO6', 'KCNMB2', 'C6orf15', 'TRPM6', 'CFAP44', 'NIPSNAP3B', 'CHRNA9', 'DRICH1', 'PDE11A', 'IL26', 'IL1RAPL2', 'WNT16', 'AMBN', 'LENEP', 'PKD2L2', 'ARHGEF38', 'CT55', 'HRASLS2', 'VSX1', 'KCNMB3', 'FAM215A', 'A4GNT', 'CLDN18', 'ANGPT4', 'ASTE1', 'GDF2', 'CSAD', 'GPR132', 'EPN1', 'PECR', 'RPA4', 'C5AR2', 'MEPE', 'PRDM9', 'FBXO24', 'CABP5', 'ASCL3', 'HHLA1', 'MLXIPL', 'CHST5', 'IL22', 'FGF23', 'CCDC70', 'PRDM13', 'HRH4', 'CCDC30', 'C7orf69', 'C3orf36', 'MIA2', 'BAIAP2L2', 'MAP3K19', 'MROH9', 'IQCG', 'FUZ', 'TARS2', 'C18orf8', 'MFSD11', 'ZCCHC10', 'RNFT1', 'BRCC3', 'CHAT', 'SCT', 'GFRA4', 'ZNF155', 'YEATS2', 'CRTAC1', 'NBEA', 'MSANTD2', 'OTOR', 'NPL', 'MAP3K7CL', 'ZNF280D', 'NSMF', 'RIPK4', 'SCMH1', 'RBFOX1', 'TPK1', 'KLHDC4', 'SCYL2', 'KLHL3', 'C1orf56', 'CISH', 'DCAKD', 'ASIC4', 'COQ3', 'TRMT61B', 'ARID4B', 'NRDE2', 'ANKRD2', 'FAM135A', 'BACH2', 'TGFBRAP1', 'STMN4', 'OSBP2', 'FCRL2', 'B3GNT4', 'BCL2L14', 'FZD5', 'WBSCR16', 'WHSC1L1', 'FAM117A', 'MXD3', 'INO80B', 'GSG1', 'PITPNM3', 'EMC6', 'HDHD3', 'KIF18A', 'TEX11', 'CSRNP2', 'SLC2A11', 'SF3B5', 'TARDBP', 'VWA9', 'DCSTAMP', 'ABHD17A', 'SGPP1', 'SH3BGRL3', 'QTRT1', 'IL21', 'C1orf21', 'RNF208', 'LMAN2L', 'SYNC', 'PUS3', 'HOXB8', 'GDAP1', 'ST8SIA2', 'MZB1', 'RNASEL', 'GPR22', 'DLX6', 'MUM1', 'ULBP2', 'PTCH2', 'DEF6', 'CIDEA', 'TECTA', 'GPRC5D', 'SLC22A8', 'GPR173', 'NPAP1', 'VWA7', 'KLF15', 'PCDHB1', 'KCNIP1', 'FRS2', 'RBM17', 'FGF14', 'LYRM2', 'GLP2R', 'GPR52', 'GDF9', 'FGF22', 'CATSPERG', 'PCDHB6', 'NEUROD4', 'PCDHB8', 'BCL2L10', 'KCNIP2', 'NPVF', 'ULBP1', 'TAS2R1', 'KCNK13', 'CLDN17', 'OR52A1', 'CHRM2', 'CTLA4', 'BMP15', 'FOXP3', 'SMG9', 'ATOH1', 'ADAM29', 'OR10C1', 'CDX4', 'C6orf25', 'OR11A1', 'OR12D2', 'FFAR2', 'OR10J1', 'CHRM5', 'NPPC', 'VPREB1', 'HOXC8', 'HTR1A', 'OR3A1', 'MCHR1', 'CHRNG', 'P2RX2', 'CHRM4', 'NPBWR2', 'GDNF', 'GHSR', 'OMP', 'HTR5A', 'GPR25', 'GRID2', 'MLNR', 'NKX6-1', 'MOS', 'NEU2', 'MTNR1A', 'TNFSF18', 'PSPN', 'OR1G1', 'FGF17', 'RBPJL', 'CER1', 'NMUR1', 'UCP1', 'FFAR3', 'OR3A2', 'NPFFR1', 'OR1A1', 'PLA2G2E', 'TAS2R14', 'TAS2R4', 'TAAR3', 'TAAR2', 'TAS2R13', 'TAS2R7', 'TAS2R10', 'TAS2R8', 'EDA2R', 'MYO3A', 'CACNG5', 'OR1F1', 'INSL6', 'IL36A', 'GJD2', 'PCDHB12', 'OR2S2', 'PCDHB3', 'HOXD12', 'KCNAB3', 'DEFB126', 'PLA2G2F', 'S1PR5', 'ADAMTS12', 'MIR600HG', 'YIPF5', 'OR51E2', 'OR3A3', 'CCNL2', 'TBL1XR1', 'TEX13A', 'RNF146', 'OR12D3', 'SLC25A28', 'FGF21', 'SLIRP', 'HYI', 'CDCA3', 'MRPS15', 'TEX12', 'RBBP9', 'GSC2', 'MC3R', 'PRLH', 'TAS2R16', 'OR1A2', 'ADAM30', 'GLT8D2', 'TEX15', 'ITFG1', 'PCDHB13', 'OR2W1', 'TMEM14B', 'G6PC2', 'BOK', 'WNT3', 'TAS2R3', 'BTNL2', 'HTR1F', 'TAAR5', 'OR2C1', 'TAS2R9', 'KLK15', 'CCL24', 'OR1D2', 'OR6A2', 'P2RY4', 'MC4R', 'XCR1', 'GPR32', 'IL37', 'SERINC3', 'MYL12B', 'RPL15', 'SOD2', 'BNIP3L', 'HNRNPD', 'ARPP19', 'B4GALT5', 'ENSA', 'CUTA', 'SPRY4', 'UBAP1', 'ATG3', 'TSPYL1', 'EIF3K', 'TCF25', 'EGLN1', 'SNX27', 'STX16', 'PKD1P1', 'KPNA3', 'ATP6V1H', 'ANP32E', 'TNPO2', 'DENR', 'GLS', 'TMEM222', 'UTP14A', 'LCMT1', 'MED17', 'USP47', 'FBXW4', 'CDCA8', 'GINS2', 'ANKRD27', 'RRAGD', 'ELMO2', 'PLVAP', 'BHLHE41', 'WDR61', 'C11orf68', 'LSG1', 'PLXNA1', 'EIF4EBP1', 'CRISPLD2', 'ERLIN2', 'MED16', 'PRPF18', 'ILKAP', 'GRWD1', 'ST6GALNAC4', 'ABHD6', 'MAGT1', 'LEF1', 'MIS12', 'SOAT1', 'SIRT3', 'PRMT2', 'NOL3', 'LIN7C', 'AHI1', 'METTL5', 'TRAF3', 'SLC26A6', 'SCLY', 'GDF15', 'NUDT3', 'LAT2', 'HIST3H2A', 'KCNMA1', 'CACNG4', 'E2F5', 'C19orf24', 'ALDH6A1', 'FAM64A', 'RBM48', 'TMEM208', 'AAMDC', 'FCMR', 'PEX16', 'PIPOX', 'HMGN5', 'WNT6', 'STAP2', 'PHF7', 'LRTM1', 'ZFAND6', 'RPH3AL', 'TAF9B', 'MTCH1', 'APOO', 'SNHG20', 'TMEM126B', 'BCAN', 'ZNF506', 'DDX4', 'CACNA1I', 'WDR4', 'RPL23AP7', 'MARC2', 'PIDD1', 'ACOT9', 'ZNF83', 'ZDHHC11', 'RIC8A', 'PPAN', 'MED18', 'ASUN', 'APOL2', 'USP3', 'ARHGEF10L', 'ASB6', 'IL21R', 'MYL10', 'SLC22A7', 'PYCARD', 'HSPB8', 'ACAD8', 'LHX3', 'CSNK1G1', 'CHPT1', 'CORO1C', 'DONSON', 'ETV7', 'DSPP', 'PCDHGB6', 'NYX', 'SPDL1', 'RECQL5', 'IMP3', 'PIGP', 'NLRP2', 'NPM1', 'MRPL34', 'MRPS18A', 'MAP3K2', 'STYK1', 'MAP1LC3C', 'CLEC7A', 'DDX50', 'UBA52', 'STRA6', 'TM2D3', 'BRIP1', 'VPS37B', 'SIKE1', 'USE1', 'VPS53', 'UNC45A', 'EVA1B', 'BABAM1', 'WDR74', 'MAP6D1', 'ACSBG2', 'SLC4A5', 'WASF2', 'SUB1', 'COL5A2', 'CANT1', 'GPATCH4', 'PRRC1', 'GNA12', 'RALGAPB', 'MYDGF', 'YTHDF1', 'DCAF7', 'UBL4A', 'TNS1', 'YTHDF3', 'HMGCS1', 'PANK3', 'SSH1', 'EHBP1L1', 'PIK3IP1', 'ARMC6', 'G6PC3', 'ADSS', 'PCIF1', 'JMJD1C', 'R3HDM4', 'UGCG', 'FAM46A', 'HDLBP', 'RPE', 'MPHOSPH8', 'PPP2R2D', 'ELK3', 'SUPT20H', 'BRD7', 'RITA1', 'KDM7A', 'MICALL1', 'DNAJC10', 'PGM3', 'LDLRAP1', 'TMA7', 'RAB6B', 'NTRK2', 'CHPF2', 'FAAP100', 'SHTN1', 'NRBF2', 'SETD5', 'TRABD', 'RAB9A', 'FBXO42', 'ABHD2', 'PHF11', 'DOLPP1', 'INTS5', 'RAB35', 'KAT8', 'KANSL2', 'C5orf30', 'MARCH8', 'ANGEL2', 'RAP2A', 'LUZP1', 'LONP2', 'TRAPPC9', 'KLHL22', 'PTPRE', 'TLDC1', 'SPCS3', 'CLPB', 'CASKIN2', 'PKP1', 'SDHAF1', 'FAM63A', 'TBC1D12', 'SYT13', 'ORAI3', 'C9orf91', 'PAIP2B', 'ZNF143', 'KIAA1324', 'C2orf68', 'FAM174B', 'TMEM8A', 'PKNOX1', 'MECOM', 'DFNB31', 'CC2D1A', 'KCTD13', 'ZNF335', 'H6PD', 'HIGD1A', 'TRIM52', 'GPR153', 'FAM131A', 'TXNRD3', 'TRMT61A', 'RNFT2', 'CCDC28B', 'SYN1', 'CDK17', 'GPSM2', 'IL17RC', 'ABHD11', 'ACACB', 'SEH1L', 'GLRX5', 'NLGN4X', 'DALRD3', 'EOGT', 'MRPL41', 'SYNRG', 'RPUSD2', 'PAOX', 'GUCY1A3', 'EMX2', 'TRMT5', 'PDK3', 'WLS', 'FAM110B', 'GPR137', 'NXPH4', 'PAX5', 'NOL11', 'SDF4', 'TOPORS-AS1', 'EMILIN2', 'FAM134A', 'KLHL24', 'SMIM7', 'RPL10', 'NXPH3', 'MRPL52', 'VRK3', 'C1orf174', 'LINC00623', 'GNG3', 'LETM1', 'COL9A1', 'EEF2KMT', 'ZSCAN31', 'NTM', 'SDHAP1', 'OPLAH', 'ZNF45', 'PFDN6', 'FLT1', 'MCM4', 'KIF18B', 'CRYBB2P1', 'C19orf54', 'PPIEL', 'FAHD2A', 'IL27RA', 'AARSD1', 'DNAAF1', 'SLCO4C1', 'COL4A3', 'OAZ3', 'RACGAP1', 'PKLR', 'GLYAT', 'C16orf71', 'NDUFB2-AS1', 'FAM163A', 'LSM14A', 'DCHS1', 'GSTA3', 'ATF1', 'GTF2H3', 'NKIRAS2', 'PRND', 'AMIGO2', 'EPS15L1', 'TBC1D16', 'CENPN', 'ARHGEF26', 'THOC2', 'P4HTM', 'EXOC1', 'NSUN6', 'FTSJ2', 'AGK', 'PHF20L1', 'DDO', 'ZNF814', 'WDR13', 'MTMR14', 'KIF17', 'RHOT1', 'MYEF2', 'SPATS2L', 'CCPG1', 'WDR48', 'NAALAD2', 'ADAMTS1', 'SPATA5L1', 'TBC1D2', 'MED15', 'B4GALT7', 'FAM66D', 'TRMO', 'BIN3', 'BSDC1', 'RDH14', 'RRN3', 'NCLN', 'TMEM135', 'CERS2', 'MRPL17', 'SLC27A3', 'PILRA', 'TLE6', 'TSNAXIP1', 'IL36RN', 'NACA2', 'SAA3P', 'ALKBH4', 'RPL26', 'ACTR10', 'LRRC59', 'DCLRE1C', 'DBNDD1', 'CSGALNACT2', 'ASAP3', 'ZNF112', 'POLM', 'ISYNA1', 'KLK5', 'TOB2', 'SIRT4', 'INTS7', 'GMEB2', 'UBQLN4', 'POM121L9P', 'JMJD7', 'SH3BP4', 'SPO11', 'SLC35E1', 'HNRNPUL2', 'TNS4', 'TMEM209', 'PPP4R3B', 'SCIN', 'PAPOLG', 'ZDHHC8P1', 'METTL2B', 'HLA-F-AS1', 'TMEM147-AS1', 'ZNF480', 'TRDN', 'KCNC2', 'C1orf61', 'SCAF4', 'EGOT', 'ZNF324B', 'ALS2CL', 'SMIM14', 'BCL2L11', 'LAMA1', 'RNF126P1', 'F11R', 'ZBTB20', 'TUBBP5', 'AGFG2', 'SLC44A1', 'NAA40', 'TBX10', 'KCNE4', 'SMG7-AS1', 'DDX49', 'FKBP15', 'HRG', 'ELF4', 'ENOX2', 'LRRC14', 'N4BP1', 'SLC25A44', 'SAFB2', 'SYMPK', 'PPP3CC', 'NPR1', 'CSTF1', 'MYO1C', 'AGPAT2', 'CPSF1', 'ETFDH', 'GALR3', 'TBXA2R', 'STOML1', 'PEX14', 'NEFH', 'MAP4', 'ARAP1', 'CD52', 'HMGXB3', 'TELO2', 'RTN2', 'MYH8', 'LRP6', 'LARS2', 'KCTD2', 'SMG5', 'MCF2L', 'TJP3', 'LDB1', 'TRAFD1', 'FXR2', 'MAPK7', 'SEMA3F', 'GTF3C1', 'RING1', 'THRA', 'STK19', 'CELSR2', 'SFI1', 'CTNS', 'FAM168A', 'MIPEP', 'HAUS5', 'MTM1', 'TSTA3', 'SFTPB', 'CRP', 'PPARD', 'ITIH4', 'KIAA0586', 'TAZ', 'MRC2', 'SF3A2', 'BBS9', 'PHF24', 'ZNF142', 'CABIN1', 'SIPA1L3', 'COL11A1', 'ASIC1', 'DMPK', 'HBEGF', 'FAM3A', 'CLCN7', 'HIP1R', 'PLXND1', 'SFTPC', 'DNPEP', 'OTUB1', 'SOX13', 'WAS', 'AQP3', 'TCL1A', 'CYLD', 'PRDX2', 'HPX', 'DNPH1', 'ZNF710', 'CSPG5', 'MAST4', 'BCAM', 'SH2B1', 'SPHK2', 'PHF1', 'LPCAT4', 'ATN1', 'GNA11', 'WDTC1', 'TEAD4', 'C9orf16', 'SEPT9', 'ZNF821', 'PPP1R16B', 'SASH1', 'CELSR1', 'UNC5B', 'PGAP2', 'FBXO41', 'ADCK2', 'WRAP53', 'SYDE1', 'HEY1', 'KIAA0226L', 'MIER2', 'EHD2', 'NAA60', 'GINS3', 'HCFC1R1', 'ATP5SL', 'SPSB3', 'SEMA4C', 'GNL3L', 'PRR5', 'DUS2', 'LZTS1', 'TJAP1', 'SGF29', 'TNIP2', 'CXXC1', 'ING4', 'DTX3', 'RASSF4', 'PRDM4', 'TFEB', 'GGA1', 'C20orf27', 'OXLD1', 'ZNF444', 'RAB26', 'MED27', 'SSH3', 'C19orf60', 'RBM12B', 'WIZ', 'C11orf24', 'STRADA', 'CEP76', 'COL8A2', 'KIAA1644', 'MVB12B', 'OGFOD3', 'RANBP10', 'DENND2A', 'ZMIZ2', 'MARK4', 'DOCK6', 'PGAP3', 'C10orf76', 'ZNF512B', 'PLSCR3', 'SIDT2', 'SLC38A7', 'ELOVL1', 'ZNF764', 'DVL2', 'ZGPAT', 'CALHM2', 'TRIM62', 'ARHGEF40', 'MYO15B', 'C9orf116', 'BMP2K', 'RAB15', 'HIF1AN', 'RIN3', 'POLR2J4', 'GSK3A', 'PKNOX2', 'PPP2R5B', 'CALML4', 'MAPKAPK5-AS1', 'CORO1B', 'IRGQ', 'MOSPD2', 'PLPPR2', 'YIPF2', 'HEATR6', 'FAM86B1', 'TMEM80', 'ADGRA2', 'RHOT2', 'RABEP2', 'ZNF783', 'CX3CL1', 'NPEPL1', 'ADAP1', 'LRCH4', 'MEX3D', 'EPS8L1', 'DCAF15', 'ACTB']\n",
    "genemap={}\n",
    "for i in range(len(genelib)):\n",
    "    genemap[genelib[i]]=1g"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "metadata": {},
   "outputs": [
    {
     "ename": "FileNotFoundError",
     "evalue": "[Errno 2] No such file or directory: '/home/suryateja/Downloads/up_down_genes.xlsx'",
     "output_type": "error",
     "traceback": [
      "\u001b[1;31m---------------------------------------------------------------------------\u001b[0m",
      "\u001b[1;31mFileNotFoundError\u001b[0m                         Traceback (most recent call last)",
      "\u001b[1;32m<ipython-input-3-6d5eaaa3ec29>\u001b[0m in \u001b[0;36m<module>\u001b[1;34m\u001b[0m\n\u001b[0;32m      7\u001b[0m \u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0;32m      8\u001b[0m \u001b[0mloc\u001b[0m\u001b[1;33m=\u001b[0m\u001b[1;34m'/home/suryateja/Downloads/up_down_genes.xlsx'\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[1;32m----> 9\u001b[1;33m \u001b[0mwb\u001b[0m\u001b[1;33m=\u001b[0m\u001b[0mxlrd\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0mopen_workbook\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0mloc\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0m\u001b[0;32m     10\u001b[0m \u001b[0mupsheet\u001b[0m\u001b[1;33m=\u001b[0m \u001b[0mwb\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0msheet_by_index\u001b[0m\u001b[1;33m(\u001b[0m\u001b[1;36m0\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0;32m     11\u001b[0m \u001b[0mdnsheet\u001b[0m\u001b[1;33m=\u001b[0m  \u001b[0mwb\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0msheet_by_index\u001b[0m\u001b[1;33m(\u001b[0m\u001b[1;36m1\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n",
      "\u001b[1;32mE:\\PyANA\\lib\\site-packages\\xlrd\\__init__.py\u001b[0m in \u001b[0;36mopen_workbook\u001b[1;34m(filename, logfile, verbosity, use_mmap, file_contents, encoding_override, formatting_info, on_demand, ragged_rows)\u001b[0m\n\u001b[0;32m    109\u001b[0m     \u001b[1;32melse\u001b[0m\u001b[1;33m:\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0;32m    110\u001b[0m         \u001b[0mfilename\u001b[0m \u001b[1;33m=\u001b[0m \u001b[0mos\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0mpath\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0mexpanduser\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0mfilename\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[1;32m--> 111\u001b[1;33m         \u001b[1;32mwith\u001b[0m \u001b[0mopen\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0mfilename\u001b[0m\u001b[1;33m,\u001b[0m \u001b[1;34m\"rb\"\u001b[0m\u001b[1;33m)\u001b[0m \u001b[1;32mas\u001b[0m \u001b[0mf\u001b[0m\u001b[1;33m:\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0m\u001b[0;32m    112\u001b[0m             \u001b[0mpeek\u001b[0m \u001b[1;33m=\u001b[0m \u001b[0mf\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0mread\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0mpeeksz\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0;32m    113\u001b[0m     \u001b[1;32mif\u001b[0m \u001b[0mpeek\u001b[0m \u001b[1;33m==\u001b[0m \u001b[1;34mb\"PK\\x03\\x04\"\u001b[0m\u001b[1;33m:\u001b[0m \u001b[1;31m# a ZIP file\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n",
      "\u001b[1;31mFileNotFoundError\u001b[0m: [Errno 2] No such file or directory: '/home/suryateja/Downloads/up_down_genes.xlsx'"
     ]
    }
   ],
   "source": [
    "import xlrd\n",
    "import xlwt\n",
    "\n",
    "\n",
    "#reading from file\n",
    "\n",
    "pval=input(\"Please specify Threshold p value\")\n",
    "foldchange=input(\"please specify threshold foldchange value\")\n",
    "loc='/users/Aditya Agarwal/Downloads/up_down_genes.xlsx'\n",
    "wb=xlrd.open_workbook(loc)\n",
    "upsheet= wb.sheet_by_index(0)\n",
    "dnsheet=  wb.sheet_by_index(1)\n",
    "upsheet.nrows\n",
    "\n",
    "uppre=[]\n",
    "dnpre=[]\n",
    "\n",
    "\n",
    "upcleaned=[]\n",
    "dncleaned=[]\n",
    "for i in range (1,upsheet.nrows):\n",
    "    if ((upsheet.cell_value(i,1) >= foldchange or upsheet.cell_value(i,1) <= -(foldchange) )and(upsheet.cell_value(i,2)<=pval)):\n",
    "        if upsheet.cell_value(i,0).upper() in genemap.keys():\n",
    "            upcleaned.append([upsheet.cell_value(i,0),upsheet.cell_value(i,1)])\n",
    "            \n",
    "for i in range (1,dnsheet.nrows):\n",
    "    if ((dnsheet.cell_value(i,1) >= foldchange or dnsheet.cell_value(i,1) <= -(foldchange) )and(dnsheet.cell_value(i,2)<=pval)):\n",
    "        if dnsheet.cell_value(i,0).upper() in genemap.keys():\n",
    "            dncleaned.append([dnsheet.cell_value(i,0),dnsheet.cell_value(i,1)])\n",
    "\n",
    "\n",
    "def sortSecond(val): \n",
    "    return val[1] \n",
    "upcleaned.sort(key=sortSecond,reverse=True)\n",
    "dncleaned.sort(key=sortSecond)\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "metadata": {},
   "outputs": [],
   "source": [
    "#writing to excel file with path /home/suryateja/Documents/ and new file name cleaned_up_down_gene.xlsx\n",
    "wb=xlwt.Workbook()\n",
    "\n",
    "cleanedupsheet=wb.add_sheet('up')\n",
    "cleaneddnsheet=wb.add_sheet('down')\n",
    "for i in range(len(upcleaned)):\n",
    "    cleanedupsheet.write(i, 0, upcleaned[i][0]) \n",
    "for i in range(len(dncleaned)):\n",
    "    cleaneddnsheet.write(i, 0, dncleaned[i][0]) \n",
    "\n",
    "wb.save('/users/Aditya Agarwal/cleaned_up_down_genes.xls')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": []
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": []
  }
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