Table 1 Gene list for the overlapped DEGs Gene list for the overlapped DEGs (n=2649) LRRC4 LOC1005 SERIN SEPN STK32 FTHL17 ZBBX CLVS1 GCH1 P2RX5 3 06725 C5 1 B AQP4-AS PGLYR CCDC2 CHI3L LOC100507 OTX2 PI3 PTPRT WAC KHDC1 1 P4 4 2 311 PSMB8- B3GAT SEMA3 ZCWP GIMA NEGR1 NPHP1 SFRP1 KIF13B VOPP1 AS1 1 B W2 P2 SLC27 NAP1L TNFRSF9 PSMB8 CAAP1 MRC2 RRAS PYGL ZFY TMEM196 A6 3 LINC00 RAB40A LOC100 IFITM1 C12orf74 ATP8A1 SDC4 MC4R PLCL1 PARVB 092 L 507140 0 LOC101 SGSM PAG1 CHST8 CDH4 RGR RAB38 GMPR INPPL1 AASS 927609 1 SCAMP1 S100A1 LOC284 FLJ345 DUX HYMAI BATF2 PLAT IRX5 ITGB2-AS1 -AS1 0 926 03 AP10 MPPED KBTBD1 PCDH1 CENPB ANXA2 MOV1 NAV1 CASP6 PXN LINC00963 2 1 7 D1P1 P2 0 KIAA102 MGC24 RET KCNC1 TRIP6 ST20 AKT3 CD44 MCF2 POLD1 4 103 POLR2 SLC19 PCDHA9 PDGFA LDHA CHADL PLBD1 ESPL1 MNS1 FZD6 F A2 FAM132 ZRANB GSTM PTGFR ITIH5 USH1C GDAP1 ZNF239 DOCK6 LINC00312 B 1 1 SLC24 ADPR N6AMT FKBP PRDM6 BYSL CNTN6 GOPC NDE1 BUB1B A3 M 2 10 WASIR CCDC1 LINC00 SNORD CCDC BCL2A CSPG4 TNNC1 BBIP1 SALL3 2 46 472 89 186 1 RASL1 C10orf9 NR2F2- C10orf PCSK1 SLC6A9 ENPP5 PIM1 GNG13 SH3GL3 2 0 AS1 2 N CCDC6 LOC1001 GALNT WDFY3 TTTY FKBP1 PNPLA5 ECM2 CLIC1 NEB 4 29380 12 -AS2 15 B NPHP3-A LOC403 PCDHB SBF2-A FCER1 SDK1 PALM3 CEP19 FAXC SHCBP1 S1 312 9 S1 G SPATA1 MRPL4 FAM11 KLHL25 GRIA3 RASSF7 MSN SYCN CRYZ ATHL1 7 8 4A1 CYP46 TMEM2 LRRC3 D2HG HAVCR CASP12 PPP2R3C PDSS1 RBMS1 ABCB8 A1 61 4 DH 2 FAM84 YPEL FLJ37786 SIM1 TOM1L1 SNTG1 NRAV CELF2 FGF12 GBP1 B 4 ZNF793- NCR3L DNAJC BHLH ZNF37 RSPO4 NTPCR GDF11 TOB2 SAMSN1 AS1 G1 12 E41 A TRAF3I SUCNR PTCHD TME GAS2L PPP1R1C ITPKB EPHX2 NOG OLFML3 P2-AS1 1 1 M158 3 SAMD9 THNS DMRTA DBI SEC11C PDLIM4 ASIC4 SQRDL SMA4 GPC5 L L1 2 LOC7283 LOC728 CSMD2 PEAK1 TEAD3 ULK4 NMI IFIT5 SRRM3 SGOL2 92 819 GUCY1 LINC01 DONSO S100PB ZNF204 PODNL1 TTC26 AMER3 KIF14 GSTM4 A2 343 N P P FBXO3 CNTNA RNASE C7orf31 DPP6 MORN3 FZD1 ZNF248 CCL2 SEC61G 3 P5 2 TNNT SCPEP1 CPNE5 SP8 COQ3 KCNH1 PTRF TMED9 EGR1 4-Mar 1 SLC2A EFCAB LAMP TNFAIP1 KAZN SLC39A4 LMCD1 JPX NAT14 NTNG2 4RG 12 3 TMPRSS LINC00 TTTY1 P2RY LRRC14 HLA-G SUSD4 WDR38 FSTL1 DAND5 4 317 0 6 LOC1 CNPY1 SRRD IGF2BP2 TMOD2 GRIK4 TUBB6 CAPG 01928 BEND4 TMEM169 521 B3GNT ZC3HA CPED PLA2G DKK1 ZBED1 SMO SNX22 F3 CECR7 5 V1L 1 4A CACNA RFPL TCTA ATP5S IL20RA CUTC EBF2 DCHS1 TOX SP100 2D1 1S OTUD6 FAM13 SLC35 KLF1 LOC100 AFAP1L1 NHS DAB2IP RGS19 GUSBP2 B-AS1 5B D1 6 506699 TSPAN COL6A MBOAT TP73-A DNAJ SDC3 ANXA1 ZNF880 CORO6 HILPDA 12 2 1 S1 C6 ALDH4A SEMA3 SERPIN TMEM1 ANKR SOCS ZFAND4 PKP4 ZNF792 PIK3CG 1 C A10 20B D26 2-AS1 CASKI SLC25 FAM81 LINC0 FOXP1 KCNJ10 MFAP4 MAPK8 NRSN1 MND1 N1 A17 B 1116 LOC646 PPM1 APOL6 CD82 HOXB2 NCF2 FREM1 HOXD9 RPP30 KLHDC8A 482 J LOC101 ARFGE ZBED6 KIAA IL13RA ALG1 C11orf70 NNAT ZNF25 C10orf10 928403 F3 CL 0226L 1 LOC1 C17orf1 ZNF518 SUGT1 TACR1 CBR1 TAPT1 SHB CD151 00506 STK11IP 00 B P3 368 KIAA004 PLEKH BANK LOC100 FDPSP2 C16orf71 PRKCD ZEB1 SSH3 RAB33B 0 A6 1 131262 CNTNA MYAD C12orf7 ADRB MPST NCAM2 SLC24A4 ST5 CENPV JUN P2 M 5 K2 LINC012 GPIHB POLR1 PTGDR OR10J1 CHPF2 SPA17 PPP4C L1CAM ITPRIPL1 68 P1 E ALKBH HIST3H DYX1C FEM1 CCDC8 KCNA7 WDR63 TCEA3 FLNC PTPRC 2 2A 1 C 1 LOC1001 TCTEX TNFRS QKI THOC5 TOB1 RAB42 NOD2 GLI2 MYL12A 33985 1D1 F1A LOC1 ZDHHC2 CCDC1 VWDE TOM1 TCIRG1 DEDD2 C7orf69 00288 TXLNB DNAJA4 2 51 798 LOC2851 C10orf3 TNFRS NOTCH DUSP TGIF1 LILRA1 RPS4Y1 TBPL1 ALOX5AP 78 5 F11B 2NL 6 RUNDC RAB40 PIK3R CCR6 RSPO3 IFT22 FKBP6 FXYD6 GAP43 TNC 3B A 6 PLEKHG TUBB PLA2G GLIPR2 LIMK2 EFNA4 ERICH3 RCOR2 WDR34 RIBC1 4B 2A 16 LOC2840 DENND FAM1 TNFAIP BCAN EVA1A ATP2A1 WNT5A GNE FOS 14 2A 10C 8 LOC100 CCDC3 ISL1 FBN2 RASEF 11-Mar RILPL2 S1PR4 CD69 LINC00906 506470 8 LOC1 XPNPEP SCRG1 MASP1 SFTA3 ATOH8 ACSS3 ATL3 00291 DAK RAB11FIP4 3 323 LOC1 ADAM GSDM MFAP3 TMEM7 PREX1 WDR89 RNF182 01593 TLR2 OXTR TSL2 D L 1 348 SLC2A MIR124 CXCL MCF2L APELA CFAP69 LRGUK P2RY14 HES1 TCEAL2 10 -2HG 10 -AS1 LINC00 KLHDC PMP2 C7orf57 MN1 ZBED9 PTPRB CXCL3 SKA1 EME2 606 9 SLITRK PNPLA SERPIN AP5B DNASE ADAT1 CINP ZNF708 DDX3Y CDCA7 6 4 I2 1 1L2 LINC01 FAM216 LINC01 EFEMP CPEB ACSL4 ADCK3 ADCK4 TCF19 TRO 181 A 521 1 1 LOC100 ADAM KHDRB DUSP2 TRIQ CSF2R LYPD3 FCHSD1 GLIDR GTSE1 128108 22 S3 6 K B LOC100 SERPI KIAA01 DTNA EN2 MAATS1 ANXA5 PIGQ SCG3 ARSD 129034 NB1 01 RASGRP SERPIN KIAA GAL3S ARF1 P3H2 GPHN PPIF SOX9 KSR2 2 G1 0408 T4 LOC1005 CGREF LOC103 DBIL5P FAM1 ZNF229 FLOT2 ENHO CDH9 HOXC6 05515 1 344931 2 09B FAM13 PLCB FLJ372 ITGA6 GZMK MRPS28 DHRS3 PPCS PANK1 COBL 3A 4 01 MAMLD NUP62C SLC22 RNF1 BMP5 CASZ1 SPEF1 LYPD6 OSCP1 RCAN1 1 L A18 28 OLFML CACNG PTPN RARB HGF RASSF1 TSTD1 C1QL1 GRIP1 GMPPA 2A 2 4 CR1L COL8A ZNF705G LRRN3 TSPAN UNC93 SLC25 CPN2 LOX CENPE 2 4 B1 A21-AS 1 LURAP LOC101 SEMA4F PSAT1 EFHC2 BTG3 USP9Y DOK5 LIF ANGPTL2 1 926963 LINGO TXLNG ZNF6 C3orf70 DCAF11 SGMS2 TFPI CD58 GCK FCGR2A 2 Y 91 PDCD1 ZNF37 STEAP ANKH HVCN1 HDDC2 CASC1 ERI1 LMO2 SHF 1 BP 3 MIR518 DICER1 SLC25 DEAF1 C11orf63 CUL7 GPR158 CNTN4 CBX8 NEFH 8 -AS1 A20 SNORA LINC01 PLEKH FAM8 DUSP1 PRR19 ASB13 N4BP3 GPR17 DOCK7 21 019 G1 6C1 0 LINC00 SPATA1 SLC7A ZNF767 LOC102 CDC2 GCAT APBB2 UFSP1 ZBED5-AS1 645 3 9 P 546294 0 PDCD4- ARHG PINLY DEPDC5 COPG1 RGS22 CFAP54 ZHX2 CYR61 CAP2 AS1 AP24 P SERPIN KDELR ATP6V1 NES C12orf76 KLRC3 IGFBP2 ITGB2 RNF150 TMCO6 A9 2 G2 ZNF2 C11orf8 LINC00 SCRIB MFSD3 PITX2 RELB HSPB11 C9orf69 95-AS C5AR1 8 900 1 LOC1005 EXTL3- PABPC TXND NEU4 VIM WDR54 ZNF256 NINJ1 CPEB3 06557 AS1 1L C16 LINC006 CHST1 NFKBI SPRY ODF2L INHBE CETP TET1 MMEL1 BLVRB 56 4 Z 4 TTC28-A PRORS CARD1 BRCA C1orf61 CLGN OSMR TMTC2 ZIC2 CNN1 S1 D1P 6 1 SLC25A3 LINC01 KDM5 RMN CACNB IRS1 ATP1B2 C3orf62 KCNG1 AKR1C3 0 260 D D1 3 LINC00 LOC100 LOC400 SCRT MBOAT LOC101927 RHBDL2 EVPLL MORC4 NIPAL4 115 506302 756 1 7 841 KIAA12 ALDH1 C10orf8 KCNN ANO7 ABCG2 HR HUNK VWA3A CHAF1B 79 L2 8 1 ATRNL CHRNB1 INHBB KIF26A OTOGL EFS LRP1B SALL1 RHOC UNC5A 1 FAM181 TMEM21 PLEKH RPS6K ANKR SLIT2 PHF13 IRS2 STAT6 ATP8A2 B 6 H1 A5 D9 LKAAE SKIDA SLC25 RGPD5 RPP40 TFPI2 NEDD1 CNGA3 RAC2 CYB5R2 AR1 1 A25 MAP3K7 UG0898 TRAF BCL2L TMEM51 NCAN ERBB3 EVA1B ZNF135 PTGR1 CL H09 1 12 ATP13A SLC43 GALNT STK3 RUNX1 WNT7A GRTP1 MALL SRSF12 IL4R 4-AS1 A3 3 3 T1 TMEM31 AQP4 GATA3 LRAT ABCC8 NPM2 MSRB2 ITGA APOBR HAS2 2 RASL1 LINC01 KIT CCND3 UBXN11 GNB2 IGFLR1 FHL3 ABCG1 FAM19A1 0A 569 ZFP36L ITPK FAM12 EFNA5 TIMP4 TIMM9 CD99 CCM2L FUCA2 ECT2 2 C 6B FBXO1 ARHG HMG20 NLRC5 HDAC4 C9orf47 HINT3 WEE1 GRIK2 DHX58 5 AP39 B LOC3889 ONECU SLC1A TMSB4 TFAP2C LHX8 C9orf85 VIPR2 GLMP HTATIP2 42 T1 1 X TMEM45 SLC44 NMNA KIRRE ARRDC PLOD3 LAMB2 LYN HPR C9orf142 B A5 T2 L2 3 RAP2C-A LOC1005 WEE2- TMEM2 ODF3L CHST CFAP12 CHDH NINL RSPH1 S1 07506 AS1 56 2 5 6 ST8SIA MAPKAP SHROO MAD1 DGCR11 KANK2 PDPN SVOP TTYH3 STH 2 K5-AS1 M3 L1 LOC100 KDELC LINC0 ROBO4 ACO1 CFAP221 NTM ZFP36 AGBL2 CDK2 130456 2 1503 ALOX1 IMPA SLC20A1 TRA2A ADCY6 AHSA2 SIX6 AGT INPP5D BMP2 2-AS1 2 TME LOXL1- LINC00 ZFP36L TNR KIF13A DGAT2 C8orf34 M176 YPEL3 STK26 AS1 925 1 A EXOSC LRRTM IGLO S100B NUP107 MUC2 NOXA1 DDHD1 AURKB KIF23 4 1 N5 PSMD5 FLJ374 LRRC4 BAALC TRIM9 SPRY2 GALE BEX4 TRIP13 ZNF818P -AS1 53 8 FAM15 USP27 SSBP3 MAPK12 LRRIQ1 NEK5 PTPN9 RBM20 RASD1 SAMD5 0B X -AS1 FRMPD SNHG1 BTBD1 LOC101 NKAIN GRAP CECR1 GSTK1 KIF9 IRF1 3 8 9 927263 1 AMIGO SLC35 UTS2 WWC1 EID3 TFF3 IQSEC3 PAX5 CEP55 PNMA3 2 G2 SLC16 IL1RAP GALNT5 IL12A C16orf45 CFAP53 UCHL1 TGFB2 SPC24 CPLX2 A4 L1 MTMR KIAA15 LRRC7 PPP1R CHST11 TXLNA UNC80 DUSP9 CD74 FRAT1 3 49L 5A 16A NFYC- LOC1027 LOC646 LOC283 PLAGL1 PIAS3 REEP3 CTXN1 CD37 APOBEC3B AS1 25017 241 588 NIPSN DNAJC PLA2G NDST3 FIGN TEKT2 CST3 PTPN14 CPQ LINC00836 AP3B 9-AS1 5 TMEM1 GAL3S CRTAC LOC100 RNF185 PBLD SPAG1 MX1 ODF2 MED22 33 T1 1 289361 MICALL SLC25 PHYHI CXorf5 FSCN CFL2 SSUH2 MICU1 SCN8A TNFAIP8L1 1 A18 PL 7 1 SLC25A4 CLSTN BDKR ST8SIA TRIM16 CA2 RPN1 CDH13 CASP2 CDCA7L 8 2 B1 3 BAIAP2L DYNLRB PLSC ADAM CCNO NBAT1 EN1 PPM1M GRIK1 PYCARD 1 2 R1 12 METTL SPATA2 MUC12 ZNF492 CDKL1 TNAP PIFO MEST PTPN6 GRIN1 21A 2 LOC286 TVP23 AMO CYBRD MFAP5 NETO2 ANTXR2 IRG1 TNP1 TMEM63C 178 A TL2 1 LOC1 LOC1019 HLA-D FAM22 C14orf9 PRDM14 DGKK ZNF154 01929 SYNPO AQP1 28847 QB2 2A 3 759 TMEM1 CCL2 EMID1 HOXB9 RAB36 FZD7 ASTN2 CNIH2 FUK KCNAB1 85B 0 SUPV3 TME LHFPL TNFAIP6 TMC6 SPX SMKR1 LECT1 PARP12 BRICD5 L1 M119 2 TSPAN LRRC55 EREG DNAH11 ZNF883 FMO3 IRF7 EYA2 MMP24 LOC285147 15 CCDC4 METTL CDC4 NOL12 IGSF3 DNAAF5 FZD2 HOXA5 CHRM3 ABCA17P 0 7B 5 RASSF HOXB-A GDPD SERPIN TPGS1 IFI27 PTH1R FHDC1 RNF135 GINS1 9 S1 2 A1 SLC6A TMEM2 HOTAI LGALS ITM2C MDFIC FMOD TRAF6 FLNA SLC15A3 1 06 R 8 SWAP7 TBC1D GPRC5 RRN3 TAP1 EVC2 PPM1L EIF1AY NPR3 KLHL4 0 10C B P2 C21orf6 RHBDL ERCC6 BATF CLDN5 SCMH1 DDB2 PRR29 NMT2 ELF4 2 3 L 3 DNAJ ADAM TNNI3 AP4M1 PQLC3 MTTP ZNF250 CASP4 C27-A RSPH9 CRLF1 TS19 S1 NALCN- LOC389 TGFB FOXP2 PBX3 HOXB7 IRF3 CDR1 CHEK1 LAIR1 AS1 906 1 LINC00 ZDHHC TNFRS CLEC C17orf9 SULF1 KCNT2 IRGM HTR1F ADAMTS20 967 13 F14 5A 6 TMEM24 SLC44 LRRC1 KLHDC HSD3 ADAM C8orf82 KRBA2 ETS1 BISPR 8 A3 8 1 B7 19 RASGRP DLGAP TTTY1 RBMS COL22 BRINP2 NFE2L3 CD40 YAP1 SRGAP3 3 1 4 3 A1 SCGB2A FAM50 SLC7 RHBDF LOC100505 ITPR2 PACRG DESI1 ABCA5 SHISA7 1 B A8 2 564 ARHG MALR NOSTR TCTE TOX2 UPP1 PIK3IP1 AP5-AS MYO5C FAIM2 AK4 D1 IN X1D2 1 ARNT2 WNT2 HOXB3 ACBD5 ZBTB4 ZYX LRRC6 LPAR RAB3C ATP8B4 7 1 1 CTTNBP H2AFY C19orf LOC101 ALDH1L1-A KLHL14 NXPH4 GPX8 NEK11 ALX1 2 2 54 928135 S2 RASSF FAM110 FLJ426 SLC37 LOC100 IGDC HMBS ZNF586 MELK TNFAIP3 2 B 27 A4 130458 C4 ADAM SLC16 UBE2Q PKNOX2 NOD1 GRID1 PILRA PIH1D2 EYA4 CCDC96 TS8 A7 L1 MGC162 GATSL GRIN3 ENKD SERPIN GINS3 C8orf44 HSPB1 HRH3 HMOX1 75 3 A 1 A3 C11orf4 PCOLC CHRNB NDST SPG7 FGFR3 DOC2B CCR5 SSBP3 USP51 5 E 2 4 MOXD C10orf TMEM1 RERG TTYH1 UCA1 SLFN13 ASF1A SYNC ZDHHC23 1 11 59 LOC1019 LOC1019 NIFK-A LOC100 FUT4 HSPA6 CHST6 KIF2C DTX3L LRRC42 29529 28504 S1 128079 SMPD CBS NAA38 SPAG17 ALPL SMIM3 HOXB6 KLRC4 ASPM PRKCQ-AS1 3 DENND6 DENND RANBP LOC101 LOC283 ATP2 THAP8 PLOD2 BEST4 ASAH2B B 1A 17 929715 075 B3 NCKAP ZNF503- ROPN1 CFAP EPHA3 INSM2 KISS1R MT1M ALOX5 EPHX3 5 AS1 L 61 CRISPL EFEMP SLC2A ELFN1 ARNTL2 SEZ6L GSAP BCO1 LNX1 TP53I13 D1 2 12 RWDD2 FLJ10 ADCY1 HES4 FLJ26850 KCNN2 CPA4 PDZD8 CDCA8 LINC00574 A 038 MAP3K PABPC LOC283 ARHG KERA PTP4A3 CFAP43 RPH3A TYMP ADARB2 19 4L 454 AP18 CDC42E TNFRSF2 EPHB AGPAT RMST CEP89 CXCR4 IL4I1 TRIP10 TRPM8 P1 5 1 2 LOC1 LINC013 ATAD3 LOC100 ZNF571 SLC25 TVP23 RIPPLY2 VGLL2 00133 PARP9 15 C 507073 -AS1 A39 C 130 TMEM2 XAF1 S100A11 EFHC1 DDX25 DOK1 C3 CA3 SKAP2 MOK 55B C14orf1 KHDR ADGRG1 RAMP1 AKAP7 C9orf24 ITGA3 CCNJL DDN OLR1 32 BS2 ADCYAP RARRE CMTM MAG BLM MICA PAQR4 GNAO1 MINA NR2E1 1 S2 3 EH1 NUDT9 MRPL3 BCR OR7C1 NKD1 ACAA2 TRIM22 IQUB SYDE1 TMEM194A P1 5 ANGPTL KIR2DS IQGAP C1QTN ARL4 RNF19 PVRL3 MYO10 DTD2 ANO4 1 3 1 F6 A A GPR8 RARRE LOC100507 TRIM47 EBF1 UQCRB HOXB4 FANCF TEX14 TRIP4 4 S3 281 LOC799 MICU GRAM ADRA2A ATP8B3 SAXO2 PLCH1 LOXL1 BIRC3 CBLN3 99 3 D1C ZDHHC LRRTM MTMR CLDN C8orf46 HOXB5 RGCC GNAZ ZNF311 SH3BGRL2 15 4 7 1 LOC202 C2orf27 ALG12 GLDC ASB12 ABHD6 RIBC2 BCAT1 DTL RBPMS2 181 A WDYHV FAM18 CRTAM FOXF2 TLX1 SPRY1 GCLM ASL PHKG1 TGFB1I1 1 8A LOC101 TMEM6 PLAGL TBC1D TME CLEC2B C5orf49 ANXA2 IKZF5 WISP2 928841 7 2 30 M168 LOC100 ZSCAN LOC730 PPP1R3 NT5C BID ITGB8 MEIS1 ELK3 BRIP1 506022 18 102 D LOC101 TME C2orf72 ABTB2 CER1 ZNF34 PLEK TRIM56 STMN1 ALDH7A1 928476 M8A AMICA TUBGC C15orf6 FBXO1 DHRS MEGF11 FRG1B CPLX1 MED9 ICOSLG 1 P5 5 7 11 FOXRED OSER1-A IGF2BP LINC0 PLEC ESYT2 KCNE5 IER5 FANCI PRICKLE1 2 S1 3 0673 TMEM1 PODXL ZC3H12 CBFA2 TWIST2 MAK TIAF1 PAX3 UCP2 ITGAL 32B 2 B T3 TOMM40 FRMD6 KIAA15 CPPED C2orf88 HDHD3 PHTF1 SNRPE CISH TPTEP1 L -AS1 22 1 LOC1 LOC100 PLLP MYH7 FSTL3 GPR157 FBXW9 MGST1 CD99P1 ARSJ 45837 134937 KIAA12 CLDN1 SLITRK IRAK1 DDIAS MEIS3P1 EVA1C GYPC MT1E FBP1 57 5 1 LAM HLA-B DKK2 EHBP1L1 CDH22 TRUB2 RGS16 GBP3 SOCS3 UBE2C C1 LINGO GUSB POPDC3 STAT3 PGBD4 PSD4 ASF1B PRDX1 HILS1 SUMF2 1 P5 ST6GAL OCIAD LOC153 HJUR SOX7 KLRB1 YIPF1 NCAM1 GLB1L POLQ NAC1 2 682 P LINC01 LOC283 FNDC3 ZDBF2 CTF1 HDAC1 SH3RF3 MOGS SIRT1 CDH6 137 045 B CGRRF SLC4A FBXW4 C14orf GRB7 ZFP2 ZNF114 CITED1 CSF3R AJUBA 1 2 P1 28 ZSCAN TSPAN SH3B GPR18 ITFG2 SPINK13 FKBP9 PIGW DNAH5 MYBL2 31 8 P2 ASB16- DIRA MAP1L GLYCTK-A FLRT1 AIF1L CAPSL RBP1 AFMID GNG12 AS1 S3 C3A S1 FAM10 LINC00 CORO1 S100A ZDHHC MAPK11 MAP6D1 ERBB2 CTSB SBNO2 7A 320 A 2 8P1 KCNM NCAP RLBP1 TRMU TMCO4 FOXN2 ITGA7 NEDD9 CYTL1 MDGA2 A1 G2 CLEC2 FAM21 HIGD1 C2orf82 NUDT4 QRSL1 PRCD RRM2 NXPE3 LRRC7 D 6B B GPRC5 LOC101 PDGFR RNF1 ARPC1 SLIT1 SLC24A2 DNPEP C7orf49 KCNIP2 C 927098 L 12 B PGM5-A GALNT LOC283 AGAP2 C1orf158 PLS3 TEX26 PROM1 LIPG LAPTM5 S1 16 516 -AS1 EMILIN LOC100 SLC47 BNC2 E2F7 KCNQ2 EPCAM BLNK S1PR3 BMPER 3 507530 A2 MICAL SERPIN SLC4A DHRS FLJ167 BTN3A3 TRPC1 FER1L4 LAIR2 NDC80 L2 E1 3 2 34 MAP4K MIR10 METTL REPS MLC1 PCED1B CALN1 CUL2 TROAP SLC41A2 2 A 10 2 ZMYN PIP4K2 PRLH WDR46 CRYGA ZSWIM7 SGMS1 PIK3CD MYD88 ZNF662 D10 A R FAM181 TNFRS NUDC CACNA PLCL MMD2 LTBP1 MOB3C MCM5 MKI67 A F12A D1 1C 2 ZC2HC CYB56 MYT1 SEMA6 PIRT SOD3 C2orf83 ZNF474 HBS1L DOK6 1C 1A3 L D LOC100 ANKR PRR18 ABLIM3 GPR146 E2F8 HERC5 FKRP HYLS1 KLHL9 506797 D13D FBXL1 TMEM2 GABR BBOX1 FANK1 PREX2 MYOT CMYA5 LPAR5 BLACAT1 3 20 A3 LRRC75 LOC101 MAN1 BMP15 GPR1 HOXA1 AZGP1 WIPF3 CFAP44 TRH B 928323 C1 LINC00 SPG20 SREBF2 KCNJ16 SCNN1B MTF2 LMLN SCN2B TPPP3 SMC4 893 -AS1 PPP1R3 RAB27 PPP1R3 ACTN RAB29 FLAD1 DANCR PART1 HCLS1 NAMPT E A B 4 CYP2C CDC2 PPP2R2 APLNR ERV3-2 COX15 TEAD2 CTSC GLIS1 PNP 19 5C C TMEM1 FLJ200 CDK5R RRP7A LSAMP ZNF488 FSIP1 NOS1 IKBIP VEGFB 21 21 2 LOC1 HOXD1 CHAC2 SEZ6L2 FAM65C GNG5 KCTD4 RFNG 01928 ITGAM LINC00152 1 100 PTPRG- LOC284 RPS6 FBXO30 PXMP2 OTUD7A CTBS MSX1 RAI2 BMPR1B AS1 240 KA6 FCHSD AGTRA NRRO ZNF557 SNTB1 SYT16 ZNF485 UTY PLAUR C1QTNF2 2 P S C1QT CCDC8 WDR11 DHRS13 SHC3 EBF3 LIG1 CASP3 NF9B- SPI1 ZNF165 5A -AS1 AS1 SLC25 CKM C4orf22 SGPP2 IFI27L2 LRRC6 PCBP3 DAG1 RDH10 CUX2 A34 T2-AS 1 SHROO COL8A CA14 ACOT9 CHI3L1 USP54 OTP CNN3 CENPU CDK6 M4 1 DDR1-A RSPH4 AGTR1 FGF11 P4HA2 EP300 MYH15 SLC8B1 PRR5 RAB3A S1 A ANKRD3 RNASE LOC441 SPAT KCND3 EIF5A P2RX7 MT1F FIBIN DACH2 5 4 528 A33 LOC101 CSMD MUC1 L2HGDH NPC2 NAT6 GSTA1 GJA1 AIM1 TSNAXIP1 927886 3 HLA-DP FOXP1- MORC2 TBC1D SLC27 ATP7 GPC4 IBTK IL1RAP SFRP4 B2 IT1 -AS1 10A A3 B ST20-A ECHDC LOC285 HIVE KCNE2 SLC2A13 PEA15 TIGD4 KANK4 PLK4 S1 2 181 P3 LINC01 LINC00 MAP2 GPR20 ISYNA1 MAOA HAUS5 GJC1 WIPI1 ATP6AP1L 356 476 BAALC MRPL4 SLC9A MDM2 MYLIP ZNF217 CUZD1 LFNG C1QC PLN -AS2 3 3R1 LEF1-AS RGS7B ARID4 CACNA ACKR DDX60 ATP7A HLA-F HAR1A SLCO5A1 1 P A 1D 3 L HNRNP CHRNA3 EGFR NDRG2 LATS2 ABCA7 FLT3LG CTNS GBAS FN1 L RASGE DENND CASP PTPRH PRSS16 FIBCD1 SGIP1 BRCA2 TRAF4 PTTG3P F1C 3 1 LINC015 MLK7- HOXD1 CH25 ADORA1 PDE4B ZNF618 DLEC1 DRAM1 TMEM61 16 AS1 0 H ALDH1A LOC100 LINC00 ST8SIA FAM6 TXN2 MNAT1 ITGB4 POC1A EXTL1 3 287387 327 4 4A MINOS1 C10orf7 PDLIM HLA-J CPB1 KANK3 IL17RA G0S2 MOB3A HK3 P1 1-AS1 3 ANKEF LINC00 TNKS1 CSRP1 PTGR2 KRT80 NF1 HCK XKR7 HTR2C 1 526 BP1 CCDC1 CXCL1 MAP3 HS3ST3 PKI55 TLCD1 SIMC1 KCNK3 BPIFB2 TMEM246 02A 6 K1 B1 CNTFR SDHAF FERM C1orf64 CASQ1 RNF149 ITGB5 PUSL1 S100A6 LCA5L -AS1 3 T1 CYB56 DDX17 HRH1 MTHFD1 KCNA6 TDRD9 AR C1R CPT2 CENPH 1 FRY-A PLAG1 PGAM2 PRR15 PDE8B RGAG1 PLK3 GLIS3 FAH DDIT4L S1 RUND MAGEA1 PSORS MGC70 CXCL2 AP4S1 PAX1 LY75 C3A- FRY SSTR1 2 1C2 870 AS1 LINC01 LOC100 CXorf36 ZFP69 SOX8 SIPA1 PSTK HPS3 PDIA6 KPNA5 127 286925 TREML5 LOC101 RAB11 TME MAN2B MPND C2orf50 TIFA RFX4 VAMP5 P 928134 FIP1 M109 1 PROSE PHEX- LOC401 PERP PSD2 ACADL RORB ACCS SYK CD274 R3 AS1 052 CTNNB JMJD1C- APCDD LINC01 EEF2 CDC25 ASPA CEBPA IKBKB CDH18 1 AS1 1L 563 KMT A FAM189 LOC100 STAM PACSIN IL17RB SOX13 EFNB2 C2CD2 KCNIP3 IL1B A2 128922 -AS1 3 CCDC17 SESN NXPH3 BCO2 MDM1 TTC25 ATL1 NAGA KIFC1 TBXAS1 6 1 SLC30 FLJ12 DIO3 TNMD FAM13C NCOA2 NMU KIF4A F2RL1 C14orf79 A7 120 CCDC15 SYNGR PCDHA ABCC LGALS MRVI1 CDHR1 TTC23L ACPP PTTG1 9 1 5 6P1 1 SCARA ANKR LOC100 FOX DCLRE CLIP2 CD5L APBA2 RAP2A MIPEP 5 D7 996455 M1 1A FAM57 SPATA2 FAM12 PRO108 OLFM3 NAT2 TMEM54 CISD1 C1RL ATF3 B 0 9A 2 LOC100 SH3PX CCDC TMEM2 PLD2 CLN8 LOXL3 SOX6 LSR PARP3 130744 D2B 62 55A ZSCAN1 CRABP PDGFR SPAG LOC100 LIN28B C2orf80 IGFBP3 HSPA14 SASH3 6-AS1 1 A 5 507560 C11orf BICC1 RAMP3 SLC2A3 6-Sep STT3A GJD2 HS2ST1 SIX1 FAAH 80 CHRNA FLJ322 LOC284 BHLH DCTN1 ADGB IQCE FABP5 TIMP1 OSTM1-AS1 5 55 950 E40 -AS1 GABRR PABPC FAM1 NUSAP ZNF345 STON2 FGFBP3 PDIA4 PALLD RUNX1-IT1 1 5 55B 1 LOC1 TAB1 TST TMEM47 ZAK BARD1 EMP1 NSUN7 FXYD2 PSD 71391 FRA10 DNMT3 GABR CEP126 PCIF1 ALDOC ZNF418 LRRC4 RFX2 CSTA AC1 A B3 MIR3 DPEP1 GMNC WDR66 NR2F2 VWA3B CRB2 ARAP3 NALCN COL4A2 4A COLGAL MAP1L EPB41L ERC2- BTBD17 PON2 PDE2A NGDN SAMD9 TMEM39B T2 C3C 4A-AS1 IT1 FAM111 LOC101 KCNM ZDHH LOC100 FST IFI35 PLP2 CRHBP MICB A 927620 B1 C1 128644 TANGO SLC25 MCTP2 TGIF2 PADI3 MTPAP DEF6 CDC6 ADAP2 CD14 6 A24 PCDHB TUBB4 TACC GATA6 MAPT PPP2R2B DRC7 GPR27 LILRA6 SERTAD1 8 B 3 SLC7A SLC25 AGAP ASTN1 SPPL2B ENDOG GSTM5 DNAH9 NFIL3 BTC 14 A21 9 SLC52 LINC00 SYCE1 CKAP2 NPHS1 RAB33A TRIM6 ATXN3 RGS6 CORO1B A2 669 L L NFKBI C6orf11 WWTR SLC2 SH3TC MFSD2A SMDT1 GDPD3 TRIM5 CALU E 8 1 A5 1 MAP3K CMTM DUSP HLA-C STAT4 KIR3DL3 CP FCGBP TENM4 USP43 6 7 5 CYP39 LINC006 ADHFE ACADS FGFR EHD1 DCTD RPL34 IFT57 FAM126A A1 72 1 B L1 S100A1 NACC LINC00 HAPLN4 KDM1B FNDC4 FOSL1 GPR160 TRIM21 FHIT 6 2 951 STX18-A LINC008 POLR2 CKB VEGFA WDR93 2-Mar PTX3 CENPK KIF18A S1 44 L DKFZp LINC01 LOC157 SERPI PAQR6 GAS2 C15orf26 NGLY1 779M06 CCNF EXO1 426 562 NH1 52 DSCAML MAP4K RNF1 POU3F KLF5 GYG2 RYR3 DDAH2 CENPA ADM 1 5 25 2 TOLLIP- ANKR CA4 DRC1 IL7 PLCE1 SYT9 LSP1 HAMP NEURL3 AS1 D32 DNASE1 CCDC1 PHEX WDR78 AJAP1 TSPO VAV3 FADD FABP4 NEXN L1 09B AHCYL ZDHHC PSMB9 TRIM62 ATP10B C2orf70 RGN F11R LILRB1 CHGB 1 12 LOC100 LOC283 ZSCAN DNAL EIF3C GPR63 CRNDE PLTP ZNF610 LYPD1 506851 484 22 I1 HOTAI C19orf6 THAP5 KCNIP1 DSG2 ZNF446 KLF6 SFR1 PLAC8 MTAP RM1 6 FAM15 ARC SPATS2L AKNA SOX3 G6PC3 FBXL7 CLIP4 KIF20A WDR86 5A PLEKH LINC008 FNBP1 CDCA CSPG5 WTIP SSTR2 ETV6 FBN3 CNKSR2 G2 86 L 5 ERVME TAGLN GRAM CPNE8 PRKD2 SMS TRIM45 KCNE4 ELL3 APOBEC3C R34-1 2 D1B LOC1 C14orf8 UBASH IMPAC C1orf15 NTHL1 MEOX2 PTGS1 00996 EZH2 FOXO6 0 3B T 9 251 ZSCAN1 COLGA PLEKH GUCY SNX10 SHOX2 SFXN4 C9orf64 CELF4 FOSL2 2P1 LT1 A4 1A3 SLC35E LOC101 KHNY KCNK C20orf96 ZNF521 PPL FOXO4 GAS6 RDM1 3 928144 N 12 DPH6-AS LRRC4 C9orf11 NLGN4 TSPY ENPP1 SNHG19 XIST PRB4 MRPS17 1 6 7 Y L1 NDUFS PROX1- PLCD FADS2 MOB3B TTC12 EDEM2 RAB18 SCIN IER5L 1 AS1 4 SOX21-A PIK3C2 KLHL2 MCF2L LINC01 TNFR PON3 TEKT1 FOXJ1 RASSF10 S1 B 6 2 420 SF19 LOC101 SLC35 C9orf11 RABIF CD101 DNAAF3 UPP2 IL32 HOXA7 TMUB1 929747 A2 6 DLGA CAMS SAPCD MTMR1 GREB1L SHISA4 ZNF316 AEBP1 P1-AS CFAP45 PLK2 AP2 2 1 2 LOC100 KIAA089 SLC35F FBXO TTYH2 C4orf47 SPATA6 EMP3 PCSK2 ZMYND15 129455 5 1 6 HSPA12 DSCA SLC5 IFFO2 NHLH2 LAMA1 KIN TK1 SOCS2 SYCE2 A M A9 LINC01 STARD CSRNP ABHD OSBPL PTGFRN ACOX2 GNB3 ERCC6 GPC1 341 10 1 15 3 CCDC17 SLC38 ADGRE METRN H2AFJ PPA1 SYT17 ZNF540 ISL2 SYCE1 7 A5 5 L SYNPO MICAL PXN- CACNA KCNN3 GNLY HEBP1 RIPK1 DPP3 KCNJ9 2L 3 AS1 1A LOC728 C20orf19 SERTA LMN LINC01 WNT9A PPIC CBLN1 PSRC1 ELOVL2 093 5 D3 B2 224 LOC7298 LINC00 ANKR LINC0 CRIP2 METRN TUBB3 MORN4 MFSD6 ERP27 70 158 D46 1234 ADGRB TMSB1 PAXIP1 SMTN FOXQ1 BOK KCNB1 ITGAX RAB9B 1 0 -AS2 L2