Pathway: a6b4 Gene Symbol Entrez ID Hubness RANGAP1 5905 9 PPP4C 5531 7 ZYX 7791 7 HLA-DOB 3112 6 TIMP2 7077 6 PMVK 10654 6 CD151 977 6 MAP7 9053 5 CCND1 595 5 ECE1 1889 5 DGKA 1606 5 ENPP2 5168 4 C2 717 4 IL6 3569 4 MSH3 4437 4 RPL21 6144 4 DVL2 1856 3 PDGFB 5155 2 MCL1 4170 2 MSN 4478 2 PDK2 5164 1 CDKN1A 1026 1 CDC20 991 1 RPL19 6143 1 Pathway: AR Gene Symbol Entrez ID Hubness BSG 682 122 TNFAIP8 25816 117 GOLT1B 51026 115 COX17 10063 111 C11orf10 746 110 TXNIP 10628 106 TLE3 7090 106 TCEB1 6921 105 PPP1CB 5500 102 ARL1 400 102 GLI3 2737 101 DSE 29940 99 CDK16 5127 98 TXNDC9 10190 94 KCTD9 54793 94 SEC61B 10952 93 AKAP12 9590 92 ACTR3 10096 91 MTHFD2 10797 91 PPIC 5480 90 HSPA13 6782 90 TMED7 51014 90 TPD52 7163 90 MAPK6 5597 90 RPS27A 6233 89 XBP1 7494 89 DNAJB9 4189 89 PAK1IP1 55003 89 CTBP1 1487 89 MAF 4094 88 MATN2 4147 88 LRBA 987 88 CCNB1 891 87 IGF1 3479 87 CCNG2 901 87 PRDX4 10549 86 JMJD1C 221037 86 RALB 5899 86 SNAPC5 10302 85 ATP6V0B 533 85 ANAPC10 10393 85 ARPC1B 10095 85 FASN 2194 85 SLC29A1 2030 85 NFKB1 4790 85 SHMT2 6472 84 NUPL1 9818 84 TGFB1 7040 84 SEC61G 23480 83 SGK1 6446 83 ERP44 23071 83 ARF1 375 83 AIDA 64853 83 CCND2 894 83 HLA-E 3133 83 DDR1 780 82 GLRX2 51022 82 SEC24A 10802 81 PPIB 5479 81 ABCC4 10257 81 AZGP1 563 81 KCTD3 51133 81 PPAP2A 8611 80 TXNDC5 81567 80 MCCC2 64087 80 SNRPG 6637 80 SDCBP 6386 79 ADAMTS1 9510 79 CSNK1A1 1452 79 P4HB 5034 79 GRN 2896 79 SAR1B 51128 78 GLUD1 2746 78 MBTPS1 8720 78 ANXA4 307 77 ICAM3 3385 77 SFRP4 6424 77 SESN1 27244 77 FLOT2 2319 76 SERP1 27230 75 SRP19 6728 75 LOC10431 10431 75 AP2S1 1175 75 KRT18 3875 75 FKBP11 51303 75 ADRM1 11047 74 CKS1B 1163 74 PECI 10455 74 SEPP1 6414 73 SMS 6611 73 PSMA6 5687 73 ATAD2 29028 73 LMAN1 3998 73 ELOVL1 64834 73 HMGCR 3156 73 SLC33A1 9197 72 WWP1 11059 72 PALM2-AKAP2 445815 72 RSL24D1 51187 72 CALU 813 72 SDC4 6385 72 ITGAV 3685 71 PICALM 8301 71 NDRG1 10397 71 CASP9 842 71 SPDEF 25803 70 RHOB 388 70 SNAI2 6591 70 RPN2 6185 70 PTGDS 5730 70 IQGAP2 10788 70 AR 367 70 HIGD1A 25994 70 CX3CL1 6376 70 SPHAR 10638 69 RPS6KA3 6197 69 DHCR24 1718 69 TAF9 6880 69 CALR 811 69 ATP6V1G1 9550 69 SELENBP1 8991 69 ZFHX4 79776 69 TIMP2 7077 69 RAB27A 5873 68 UBE2J1 51465 68 PTPRO 5800 68 REEP5 7905 68 IDI1 3422 68 IGFBP3 3486 68 SC4MOL 6307 67 COPS3 8533 67 KRT8 3856 67 GPX3 2878 67 SGK3 23678 66 WAS 7454 66 SSR1 6745 66 ARF4 378 66 AKIRIN1 79647 66 CUX1 1523 66 PSMA5 5686 65 AMD1 262 65 CP110 9738 65 COL5A2 1290 65 MAP4K1 11184 65 UQCRC2 7385 64 BMPR1B 658 64 SORD 6652 63 S100A11 6282 63 TWIST1 7291 63 CTSD 1509 63 EEF1E1 9521 63 LCP1 3936 63 CTNNB1 1499 63 CDK8 1024 63 HOXA5 3202 63 RNASE4 6038 63 PMM2 5373 62 RBX1 9978 62 GUCY1A3 2982 62 GOT1 2805 62 SPCS2 9789 61 PSMD8 5714 61 UFM1 51569 61 YRDC 79693 61 ZBTB10 65986 61 VEGFA 7422 61 KLF4 9314 61 NAT1 9 61 EPS8 2059 61 CYB5A 1528 60 NEDD4L 23327 60 SAT1 6303 59 UBE2B 7320 59 ALDH1A3 220 59 CHCHD2 51142 59 CD59 966 59 CACNB3 784 59 CTNND1 1500 59 ACTN1 87 58 CYR61 3491 58 LIG1 3978 58 KIAA0247 9766 58 SRPRB 58477 57 BTG1 694 57 PDIA4 9601 57 XPA 7507 57 B2M 567 56 SRD5A1 6715 56 CREB3L2 64764 56 PDIA5 10954 56 CEBPA 1050 56 ARPC3 10094 55 DCTN3 11258 55 CDC6 990 55 CDC14B 8555 55 ID2 3398 55 HSP90B1 7184 54 MANF 7873 54 SEL1L 6400 54 DNM1L 10059 54 KRT19 3880 54 FOS 2353 54 LPL 4023 54 ENO2 2026 54 FTL 2512 54 PDCD5 9141 54 SSR4 6748 53 APOD 347 53 ABHD2 11057 53 MPZL1 9019 53 NOTCH1 4851 53 SLC20A2 6575 53 PRKD1 5587 53 UBE2G1 7326 52 ACSL3 2181 52 PIP 5304 52 CCND1 595 52 PPARG 5468 52 MDK 4192 52 WDR41 55255 51 RNF114 55905 51 UAP1 6675 51 STK39 27347 51 ADAM9 8754 51 SLC27A2 11001 51 DBI 1622 51 ELOVL5 60481 51 KDELR2 11014 51 MGAT2 4247 51 PGM3 5238 51 HSPA5 3309 51 SLC38A2 54407 50 UGDH 7358 50 ZBTB16 7704 50 TSC22D1 8848 50 RPN1 6184 50 HSD17B11 51170 50 PDLIM5 10611 50 MPHOSPH9 10198 50 ABCD3 5825 50 LPGAT1 9926 50 MYC 4609 50 SEC13 6396 49 SLC35B1 10237 49 THYN1 29087 49 STX7 8417 49 SREBF1 6720 49 DHX15 1665 49 BRP44 25874 49 PPP2R2A 5520 49 PURA 5813 49 SPCS3 60559 48 CDK4 1019 48 HOMER2 9455 48 PMEPA1 56937 47 ANKH 56172 47 AKAP1 8165 47 IL1R1 3554 47 KDELR3 11015 47 ASNS 440 47 SNRK 54861 47 ZBTB43 23099 47 ODC1 4953 46 TRAM1 23471 46 ATF3 467 46 C1orf21 81563 46 MOGS 7841 46 HEBP2 23593 46 LTBP1 4052 46 TULP4 56995 46 RAB4A 5867 45 ASAH1 427 45 PEA15 8682 45 ACSL5 51703 45 EGR1 1958 45 CGA 1081 45 VAPA 9218 44 RBBP7 5931 44 COLEC12 81035 44 PAM 5066 44 OCLN 4950 44 PYGB 5834 43 DNAJC3 5611 43 MRPL33 9553 43 ASAP2 8853 43 ACAN 176 43 CAMK2N1 55450 43 IL6 3569 43 SF3B5 83443 42 TBP 6908 42 NR3C2 4306 42 FDPS 2224 42 FXYD3 5349 42 ALDH2 217 42 ABLIM1 3983 42 SQSTM1 8878 42 SEC24D 9871 41 TRO 7216 41 APP 351 41 DUSP4 1846 41 DDT 1652 41 HSD17B7 51478 41 HINT1 3094 41 EMP2 2013 41 GCSH 2653 41 KDM6A 7403 41 RFK 55312 40 RBM10 8241 40 ARG2 384 40 SREBF2 6721 40 BNIP3 664 40 DAD1 1603 40 FADS1 3992 40 PLA2G2A 5320 40 PPM1D 8493 39 ACAT2 39 39 CPD 1362 39 LAMC1 3915 39 PIAS1 8554 39 HK2 3099 39 CXCR7 57007 39 ERGIC2 51290 38 PHYH 5264 38 ZNF574 64763 38 ABCA5 23461 38 NFKBIA 4792 38 ANKRD28 23243 38 RALGPS1 9649 38 KIF5B 3799 38 ARCN1 372 37 CNOT6 57472 36 CDK2AP2 10263 36 NLGN4X 57502 36 BARD1 580 36 GATA2 2624 36 FN1 2335 36 SEMA5A 9037 35 ATP1A1 476 35 NMB 4828 35 C1orf35 79169 35 GTF2E2 2961 35 GOLPH3 64083 35 SLC22A3 6581 34 H1F0 3005 34 C5orf13 9315 34 ACP6 51205 34 PDK2 5164 34 SCAP 22937 33 RAP1GAP 5909 33 CD44 960 33 PLEKHB1 58473 33 UBL4A 8266 33 GPR126 57211 33 FZD3 7976 33 DEGS1 8560 32 CAMKK2 10645 32 LAMA4 3910 32 KIF22 3835 32 CLU 1191 32 ACAT1 38 32 MINPP1 9562 32 CCND3 896 31 HSD11B2 3291 31 FOSL2 2355 31 EFNA1 1942 31 SMARCD3 6604 31 F2RL1 2150 30 FKBP5 2289 29 APPBP2 10513 29 STT3A 3703 29 MKLN1 4289 29 GLDC 2731 29 ERO1L 30001 29 GHR 2690 29 BAMBI 25805 29 ARHGAP11A 9824 29 SLC12A2 6558 29 SLC26A2 1836 28 LRRFIP2 9209 28 PMAIP1 5366 28 BTG2 7832 28 P2RY2 5029 28 THRAP3 9967 27 STXBP1 6812 27 ATP2B4 493 26 ATG4A 115201 26 P4HA1 5033 26 ZCCHC14 23174 25 SLC9A2 6549 25 EGR3 1960 25 KCNN2 3781 25 MYO1B 4430 25 GDF15 9518 25 NUCB2 4925 25 NFIX 4784 25 HLCS 3141 24 ST3GAL1 6482 24 SEC63 11231 23 GADD45G 10912 23 EXTL2 2135 23 SSBP2 23635 23 EDEM2 55741 22 ATP2B1 490 22 STAR 6770 22 TRAPPC3 27095 21 LEPROTL1 23484 21 NKX3-1 4824 21 ACPP 55 21 ST7 7982 21 POLR1E 64425 20 PPP2CB 5516 20 PML 5371 20 VCL 7414 20 ELL2 22936 20 C2orf27A 29798 20 FST 10468 20 SMPD1 6609 20 PTPRM 5797 19 STEAP4 79689 19 TMPRSS2 7113 19 RUNX1 861 19 HMGCS1 3157 19 DDC 1644 19 SLC4A3 6508 18 MYOM2 9172 18 COPS7A 50813 18 ORM2 5005 18 PCTP 58488 18 CDKN1B 1027 18 HPGD 3248 18 CRAT 1384 18 SERPINI1 5274 18 SNX1 6642 18 ATF7 11016 17 KLK2 3817 17 PACSIN2 11252 17 MTMR8 55613 17 EGF 1950 17 PIK3R3 8503 17 SNAP25 6616 16 CTH 1491 16 B4GALT1 2683 16 MYL12A 10627 16 NR4A1 3164 16 HERC1 8925 16 GRB10 2887 16 MGLL 11343 15 COX5A 9377 15 GSR 2936 15 UNC13B 10497 14 TNK2 10188 14 HERC3 8916 14 SPP1 6696 14 CACNA1A 773 13 HSD17B2 3294 13 ATP11A 23250 13 CASP10 843 13 TBC1D1 23216 12 RUNX2 860 12 EDEM1 9695 12 INPP4B 8821 12 ITGA9 3680 12 EXTL3 2137 12 PGC 5225 11 CNTFR 1271 11 SLC44A1 23446 11 GCHFR 2644 11 MMP16 4325 11 NET1 10276 11 PNLIPRP1 5407 10 IGFBP5 3488 10 UGT2B15 7366 10 HRG 3273 10 PEG3 5178 10 SERPINI2 5276 9 HSD17B14 51171 9 ABCA1 19 9 GFM1 85476 9 PDYN 5173 9 PTPN9 5780 8 SLC12A1 6557 8 MAK 4117 8 EFNA5 1946 8 HSD17B3 3293 8 ADAM7 8756 8 LIFR 3977 7 NPC1 4864 7 OXT 5020 7 SLC9A3 6550 6 BCHE 590 6 NGF 4803 5 AKIRIN2 55122 5 LIPE 3991 5 LEF1 51176 5 HS3ST1 9957 5 PTPN21 11099 4 RETN 56729 4 SST 6750 4 SNAI1 6615 4 MERTK 10461 4 ERBB2 2064 4 MTA2 9219 3 ASGR1 432 3 GPX5 2880 2 COMMD1 150684 2 CYP24A1 1591 2 SULT2A1 6822 2 SULT1E1 6783 1 CA2 760 1 RASSF9 9182 1 Pathway: BCellReceptor Gene Symbol Entrez ID Hubness IFNGR1 3459 92 IFI16 3428 91 CCL5 6352 87 PPP2R1A 5518 85 TNFRSF1B 7133 85 LDB2 9079 83 PRKCD 5580 83 AIF1 199 82 DARC 2532 82 IFNGR2 3460 82 CD69 969 81 IGJ 3512 81 CCR1 1230 80 IL4R 3566 80 PTPRC 5788 80 CD48 962 79 CCL2 6347 79 FYN 2534 78 AIM2 9447 77 ADD1 118 77 CFLAR 8837 77 CYP1B1 1545 77 NMI 9111 77 NUCB1 4924 77 GZMA 3001 77 EVI2A 2123 77 TMBIM6 7009 77 UBE2C 11065 77 HCLS1 3059 76 CD1C 911 76 PTPRF 5792 75 TYROBP 7305 75 GBP2 2634 75 ESR1 2099 75 LCK 3932 75 CCNG2 901 74 PIM1 5292 74 LAT 27040 74 PLCG2 5336 74 COX7B 1349 73 NCF4 4689 73 FRZB 2487 73 IRF1 3659 73 SMARCC1 6599 73 UBE2H 7328 73 ARAF 369 72 BIRC3 330 72 CSE1L 1434 72 CD86 942 72 BCL2A1 597 72 UBE2M 9040 72 MYLK 4638 72 LCP2 3937 72 PSMB5 5693 72 AURKA 6790 72 MAD2L1 4085 71 ISG20 3669 71 CXCR4 7852 71 RAC2 5880 71 CDC37 11140 70 RALA 5898 70 SLA 6503 70 RYK 6259 69 GAS1 2619 69 PCBP1 5093 69 MYD88 4615 68 CD27 939 68 CCNA2 890 68 ANP32B 10541 67 CXCL9 4283 67 SKP1 6500 67 CSNK1A1 1452 66 CXCL10 3627 66 INPP5D 3635 66 PPP1CA 5499 65 PEBP1 5037 65 GNB1 2782 65 PPP2R3C 55012 64 RHOB 388 64 ID3 3399 64 MYBL2 4605 64 P2RY6 5031 64 CD99 4267 64 IGHM 3507 64 BTK 695 64 RGS13 6003 64 NA 492304 64 ELF4 2000 63 TCEB1 6921 63 GSTP1 2950 63 BIRC5 332 63 PTPN2 5771 63 ARHGEF1 9138 62 GNAZ 2781 62 CCNE1 898 61 SMAD1 4086 61 IL11RA 3590 61 ICAM1 3383 61 GABRP 2568 61 GAK 2580 61 HCK 3055 61 NCK1 4690 61 CHN1 1123 61 PRDX2 7001 61 EPHB2 2048 61 RAD23A 5886 61 TCL1A 8115 60 CD3G 917 60 LTBP2 4053 60 FLII 2314 59 RGS5 8490 59 USP5 8078 59 IER2 9592 59 JUNB 3726 59 PRKCA 5578 59 CXCL1 2919 59 FGFR3 2261 58 CX3CR1 1524 58 SRPK1 6732 58 FLI1 2313 57 TRAF1 7185 57 IGFBP3 3486 57 CD79B 974 57 DGUOK 1716 57 CXCR6 10663 56 DOCK1 1793 56 ITGA7 3679 56 IL18R1 8809 56 YWHAH 7533 56 NEK4 6787 55 KARS 3735 55 CDK1 983 55 CD79A 973 55 BTG1 694 55 CAPZA2 830 54 YWHAQ 10971 54 CD59 966 53 DDR2 4921 53 PSMB8 5696 53 TRIP13 9319 53 CHEK1 1111 53 IL1R2 7850 53 ARHGDIB 397 53 CXCR3 2833 52 RBM5 10181 52 TRADD 8717 52 GPR19 2842 52 NR1H3 10062 52 RRAGB 10325 52 CCND3 896 51 BCL2L1 598 51 RPL15 6138 51 PIP4K2A 5305 51 CTNNB1 1499 50 SRI 6717 50 DRG2 1819 50 MRFAP1L1 114932 50 CAT 847 49 REV3L 5980 49 HDGF 3068 49 DUSP2 1844 49 SND1 27044 49 CD44 960 48 DUSP8 1850 48 WDR45 11152 48 TGFB1 7040 48 MCM4 4173 48 VASP 7408 48 ASS1 445 47 UBE2L6 9246 47 SLC16A5 9121 47 CAMK1 8536 47 DYNLL1 8655 46 TXNDC9 10190 46 GUK1 2987 46 NR1D2 9975 46 CDC45 8318 46 E2F3 1871 45 DGKZ 8525 45 RBBP4 5928 45 PSEN2 5664 45 IRF7 3665 45 ABR 29 45 RAB11A 8766 45 HNRNPUL1 11100 44 PDCD5 9141 44 TBXA2R 6915 44 TLK2 11011 44 ARL3 403 43 PLXNA1 5361 43 GSPT1 2935 43 FAIM 55179 42 FOSB 2354 42 BIK 638 42 CDKN3 1033 42 RAB9A 9367 42 PEA15 8682 42 ITGA6 3655 42 CSNK2B 1460 42 CD9 928 41 DAPK1 1612 40 GNA11 2767 40 MAPK3 5595 40 NFKBIA 4792 40 PPP1R1A 5502 40 CASP7 840 40 PSME1 5720 40 BCL2 596 39 CSNK1E 1454 39 TP53 7157 39 GNA15 2769 39 LMNA 4000 39 IQGAP2 10788 39 EZR 7430 39 TIE1 7075 39 JUN 3725 38 PLK4 10733 38 IFRD1 3475 38 LRP2 4036 38 EBAG9 9166 37 CCL22 6367 37 CGA 1081 37 HNRNPK 3190 37 HCFC1R1 54985 37 SELE 6401 37 AKAP1 8165 36 CDK13 8621 36 VDR 7421 36 ERCC2 2068 36 CUL5 8065 36 ARHGEF2 9181 36 PHF20 51230 35 TNFRSF10B 8795 35 MAP2K5 5607 35 MAP3K10 4294 35 RPS6KA1 6195 35 CDC6 990 34 DHFR 1719 34 RING1 6015 34 MCL1 4170 34 CCNT2 905 33 RGS12 6002 33 MAP3K14 9020 33 ADCYAP1 116 32 CDK4 1019 32 SRP54 6729 32 ST13 6767 32 GRIA2 2891 31 MAP4K5 11183 31 PRKCI 5584 31 ITGB4 3691 31 AMFR 267 31 CHD3 1107 30 DDIT3 1649 30 SOCS2 8835 30 NR3C2 4306 30 SET 6418 30 TNFSF10 8743 30 BCAR3 8412 29 ATF4 468 29 PPP3CB 5532 29 SH3GL1 6455 29 NR4A2 4929 29 NVL 4931 29 NME2 4831 29 FADD 8772 28 YES1 7525 28 DUSP5 1847 28 TRAF4 9618 28 ATP5G3 518 28 PSMC2 5701 28 CD80 941 27 CDK2 1017 27 IDE 3416 27 IFITM1 8519 27 OXTR 5021 27 RPS6KB1 6198 27 IL6R 3570 26 GAB1 2549 26 LDLR 3949 26 MCF2 4168 26 SMARCD3 6604 26 YWHAB 7529 25 MYL4 4635 25 IRF4 3662 24 GPR109B 8843 24 MYO5A 4644 24 CSDE1 7812 24 PTGER3 5733 24 ROCK1 6093 23 UBE2A 7319 23 TNFRSF8 943 23 LAMA3 3909 23 PAFAH1B1 5048 23 RNF13 11342 22 RUNX1 861 22 NR4A1 3164 22 HINT1 3094 22 ACVR2B 93 22 RPS3 6188 22 CCNC 892 22 TNF 7124 21 MAP2K3 5606 21 PPP2CA 5515 21 PGF 5228 20 RAB5A 5868 20 NRGN 4900 20 HTR2C 3358 20 IFITM2 10581 20 SKAP1 8631 20 ADAM8 101 20 IL2RA 3559 19 IMPA2 3613 19 MRPS6 64968 19 MAP2K7 5609 19 GRK5 2869 19 DVL2 1856 19 DPF2 5977 19 PTPRZ1 5803 19 CCNA1 8900 18 PTGES 9536 18 TP53AIP1 63970 18 PF4 5196 18 STK38 11329 18 CALB1 793 17 PTH1R 5745 17 SH3GL3 6457 17 TRAF5 7188 17 MAPK7 5598 17 CDK10 8558 17 BMP6 654 17 NFKB2 4791 16 MED1 5469 16 TP53BP2 7159 16 PPP2R5E 5529 16 ACTA2 59 16 NA 934 15 NFATC1 4772 15 KSR1 8844 15 AKT2 208 14 COPB2 9276 14 SIPA1 6494 14 CDK5R1 8851 14 EI24 9538 14 RAB31 11031 14 BCL2L11 10018 13 CXADR 1525 13 PTPRR 5801 13 GNAT1 2779 13 CRHR1 1394 13 EPHA2 1969 12 BDKRB2 624 12 RARB 5915 12 RXRG 6258 12 PRKAR2B 5577 12 EFNB3 1949 12 RAB35 11021 11 LECT2 3950 11 PDGFA 5154 11 PRKG1 5592 10 GTPBP1 9567 10 IL8 3576 10 RGS7 6000 10 ASGR2 433 9 TRIP6 7205 9 TXK 7294 9 TEC 7006 9 CCL16 6360 8 SEC63 11231 8 GRIK3 2899 8 HAL 3034 8 LTBP4 8425 8 BMP5 653 8 EREG 2069 7 CYTH3 9265 7 ITGA8 8516 7 ASGR1 432 7 IFNAR1 3454 6 MKNK1 8569 6 GABRA2 2555 6 SLC22A1 6580 5 GNAL 2774 5 DYRK3 8444 5 IL13RA2 3598 5 RIT2 6014 5 POLH 5429 4 DYRK1A 1859 4 BPI 671 4 RAG1 5896 3 IGF2BP3 10643 3 GC 2638 3 ERBB2 2064 3 CDK6 1021 2 BMP8A 353500 1 IL10 3586 1 Pathway: EGFR1 Gene Symbol Entrez ID Hubness ANXA1 301 62 BUB1B 701 59 ITM2B 9445 59 RRM2 6241 56 CAV1 857 55 AKAP12 9590 53 EMP1 2012 53 MYBL2 4605 53 TXNIP 10628 53 CANX 821 53 E2F1 1869 52 MMP3 4314 52 VIM 7431 51 TAGLN 6876 51 ARL4C 10123 50 CTGF 1490 50 MMP7 4316 50 SNAI2 6591 50 PTGS2 5743 50 IL4R 3566 49 PKMYT1 9088 49 CAV2 858 49 MT1X 4501 48 LRP1 4035 48 DUSP6 1848 47 ZFP36L2 678 47 COTL1 23406 47 FKBP4 2288 47 ZYX 7791 47 ZFP36L1 677 47 MT1M 4499 46 HNRNPAB 3182 46 PPAP2B 8613 46 DVL3 1857 46 PLAU 5328 45 TUBB 203068 45 CLK1 1195 45 TMEM97 27346 44 EGR1 1958 44 C20orf24 55969 44 SPRY2 10253 43 TUBG1 7283 43 CDK5 1020 43 ARID5B 84159 43 ESPL1 9700 43 PPP2R1A 5518 42 MME 4311 42 HSPB1 3315 42 GRN 2896 42 NOP56 10528 41 SFN 2810 40 MT1H 4496 40 HPRT1 3251 40 PNP 4860 40 CRYAB 1410 40 IGBP1 3476 40 CDO1 1036 40 FGFR3 2261 40 DKK3 27122 39 PPAT 5471 39 HMGB3 3149 39 SELENBP1 8991 39 MELK 9833 39 ROR1 4919 38 IL32 9235 37 MT1F 4494 37 ADSL 158 37 MMP1 4312 37 AMD1 262 37 TRIB2 28951 37 PBXIP1 57326 37 NINJ1 4814 37 GAS6 2621 37 TNFAIP3 7128 36 GADD45A 1647 36 KRT6B 3854 36 PDCD5 9141 36 TNFSF10 8743 36 MYC 4609 35 MCM3 4172 35 PDLIM4 8572 35 CORO1A 11151 35 PLAUR 5329 35 YPEL5 51646 35 COMMD10 51397 34 LIF 3976 34 CAD 790 34 DUSP1 1843 34 ACOT7 11332 34 REPIN1 29803 34 PPARG 5468 34 CDK9 1025 33 ESR1 2099 33 CYCS 54205 33 RPL15 6138 33 PPP1R10 5514 33 SQSTM1 8878 33 TOP2A 7153 33 HAS2 3037 32 MAPT 4137 32 RANBP1 5902 32 ID3 3399 32 TCOF1 6949 31 FGF7 2252 31 CXCL10 3627 31 ALDH2 217 30 MPP6 51678 29 ITGB5 3693 29 IGFBP3 3486 29 HLA-C 3107 29 RPL12 6136 28 SDC4 6385 28 NUP205 23165 28 PIK3IP1 113791 28 PLK2 10769 27 SAA4 6291 27 CCND1 595 27 PRPS1 5631 27 UBE2N 7334 27 TIMP3 7078 27 BTG1 694 27 IFI27 3429 27 EHD1 10938 26 HPCAL1 3241 26 CTSH 1512 26 GRB2 2885 26 NUAK1 9891 26 CHMP5 51510 26 SEPT9 10801 26 SEPT7 989 25 BCL6 604 25 DDX21 9188 24 IFI44L 10964 24 SAP18 10284 24 KRT16 3868 23 IFIT2 3433 23 ITGA2 3673 22 ACP5 54 22 IFIT1 3434 22 AP3S1 1176 21 SERPINB6 5269 21 PHLDA2 7262 21 VCL 7414 21 GJA1 2697 21 SHMT2 6472 21 UBE2A 7319 20 ADSS 159 20 HSD11B2 3291 20 GM2A 2760 20 SOX9 6662 19 NOS1 4842 19 WDR26 80232 18 FASLG 356 18 CDK4 1019 18 CBFB 865 18 HBEGF 1839 17 DUSP4 1846 17 AREG 374 17 CLDN4 1364 17 LAD1 3898 17 TRIM2 23321 17 NAV3 89795 16 HNRNPK 3190 16 PLCG1 5335 16 CDC16 8881 16 IFITM1 8519 16 IDH1 3417 16 ATP9B 374868 15 MAGEA6 4105 15 GPRC5A 9052 15 NGFR 4804 15 MT1G 4495 14 PTHLH 5744 14 HGF 3082 14 CXCL5 6374 14 LCN2 3934 14 HSP90B1 7184 14 SLC20A1 6574 13 ARHGAP1 392 12 CDKN1B 1027 12 SPP1 6696 12 ITGA3 3675 12 PIK3C2G 5288 12 LUC7L3 51747 12 PEG10 23089 11 CCNC 892 11 MGLL 11343 11 BZW1 9689 11 MET 4233 11 CSF1 1435 11 TGM2 7052 10 HAS1 3036 10 FGFBP1 9982 10 PHLDA1 22822 10 GABRE 2564 10 TGFB2 7042 9 GNL1 2794 9 MAGEA4 4103 8 CYP27B1 1594 8 CXCL6 6372 8 NR4A3 8013 8 ZNF10 7556 8 ABI2 10152 8 EGFR 1956 8 CSPG4 1464 8 PTS 5805 8 SLC16A7 9194 8 ATP6V1B1 525 8 MSLN 10232 7 CDKN1A 1026 7 MAP2 4133 7 SERPINB3 6317 6 TGFA 7039 5 ITGB1 3688 5 RAF1 5894 5 ABCA1 19 5 SNAI1 6615 4 MT3 4504 4 CDC42 998 4 NA 54211 4 MAGED1 9500 4 TFPI2 7980 3 HS3ST1 9957 3 TUBA8 51807 3 CA2 760 3 IL1RN 3557 3 S100A7 6278 3 CASP5 838 2 MAGEA1 4100 1 SERPINB2 5055 1 ERBB2 2064 1 KLK3 354 1 Pathway: IL1 Gene Symbol Entrez ID Hubness C1R 715 71 C3 718 71 SOD2 6648 68 LDHB 3945 67 CCL5 6352 64 CCL2 6347 64 AKR1B1 231 61 CXCL2 2920 60 IL6 3569 60 CCL8 6355 59 TNFAIP3 7128 59 PTGS2 5743 59 IL15RA 3601 58 NFKBIE 4794 58 SRGN 5552 56 CXCL1 2919 56 PTTG1 9232 54 WARS 7453 54 BIRC3 330 54 CHI3L1 1116 53 IRX5 10265 53 MMP3 4314 52 UBD 10537 49 CCL4 6351 49 KRT8 3856 49 APEH 327 49 ALDH3A2 224 48 IL1R2 7850 47 MMP12 4321 47 PIM2 11040 47 ICAM1 3383 47 PMVK 10654 47 PRNP 5621 46 MTHFD2 10797 46 TTK 7272 44 SOD3 6649 44 KRT19 3880 44 ZFP36 7538 43 RPS21 6227 43 LCP1 3936 43 BCL2L1 598 43 CXCL12 6387 43 ANXA9 8416 43 MAD2L1 4085 42 DCN 1634 41 CKS2 1164 40 SEPP1 6414 40 GAPDH 2597 40 PTX3 5806 40 MATN3 4148 40 DNMT1 1786 39 MMP1 4312 39 SERPINE1 5054 39 AKR1C2 1646 39 DAB2 1601 39 HLA-B 3106 38 TNFAIP6 7130 38 ID1 3397 38 NFKBIA 4792 38 CFH 3075 38 COL1A2 1278 38 COMP 1311 38 CHI3L2 1117 37 IFNG 3458 37 FAS 355 36 CDC6 990 35 JUN 3725 35 RELA 5970 35 HSP90AB1 3326 35 ENO1 2023 35 VEGFA 7422 35 MATN2 4147 35 TIMP3 7078 34 BUB1 699 33 PLK1 5347 33 GARS 2617 33 AMD1 262 33 MMP11 4320 33 GUCY1B3 2983 32 HPRT1 3251 32 LIF 3976 32 SLC25A28 81894 32 ANXA3 306 32 FOLR2 2350 32 PRKCD 5580 31 DUSP6 1848 31 FOS 2353 31 PPARG 5468 31 POLR2K 5440 30 CCL20 6364 30 ALDH1A1 216 30 SRSF5 6430 30 SMAD3 4088 30 FABP5 2171 30 CXCL5 6374 29 IL8 3576 29 A2M 2 29 NFKB1 4790 28 MYC 4609 28 RRAD 6236 28 COL10A1 1300 28 GSTP1 2950 28 MVP 9961 28 PAFAH2 5051 27 PNP 4860 27 CCL13 6357 27 TXNRD1 7296 27 CAT 847 27 STMN2 11075 27 APP 351 26 NAMPT 10135 26 IL1B 3553 26 LOX 4015 26 PEX16 9409 26 FANCC 2176 26 MMP13 4322 25 HBEGF 1839 25 TNFAIP2 7127 25 GTF2F1 2962 24 VEGFB 7423 24 HNMT 3176 23 CCL11 6356 23 UCHL3 7347 23 TIMP2 7077 23 GREM1 26585 23 NDUFV1 4723 22 MT2A 4502 22 COL2A1 1280 22 ALDH3B2 222 22 RPLP2 6181 21 FGF2 2247 21 RHOB 388 20 FOXO3 2309 20 PSMA3 5684 20 CXCL3 2921 20 PLK2 10769 20 GDF10 2662 20 ZNF672 79894 20 PRKDC 5591 20 RPL13A 23521 19 KRT32 3882 19 PGGT1B 5229 19 BMP4 652 19 RGS5 8490 18 SHC1 6464 18 INHBA 3624 18 CCL7 6354 18 TNFRSF11B 4982 18 FGFR2 2263 18 TNF 7124 17 LCN2 3934 17 CSF3 1440 17 SPP1 6696 17 GLUL 2752 16 ST3GAL4 6484 16 BMP2 650 16 AMPD3 272 16 RGS4 5999 16 CALR 811 16 HMGCL 3155 15 STK39 27347 15 PIP5K1A 8394 15 SMAD1 4086 15 CFB 629 15 NR2F2 7026 15 PTH1R 5745 15 SEPT9 10801 15 CLIC1 1192 15 AK2 204 14 TFPI 7035 14 NR4A3 8013 14 SLC27A2 11001 13 BCL9 607 13 FOSL1 8061 12 DUSP3 1845 12 PXN 5829 12 NAP1L4 4676 12 ARNT 405 11 CXCL6 6372 11 GNRHR 2798 11 IMPDH2 3615 10 RARS 5917 10 ACPP 55 10 DYSF 8291 10 CLCN6 1185 10 BCCIP 56647 9 MUC5AC 4586 9 SULT4A1 25830 9 MMP10 4319 9 PSG4 5672 9 PDE4D 5144 8 UST 10090 8 LYPD3 27076 8 PTGES 9536 8 MED1 5469 8 CDK10 8558 7 NOS2 4843 7 ARL4D 379 7 BTN3A1 11119 7 NOTCH3 4854 7 PRKCZ 5590 6 IL1RN 3557 6 RUNX1 861 6 DLX5 1749 6 ARSA 410 5 NDUFS3 4722 5 GJB1 2705 5 KLK6 5653 5 GRAP2 9402 4 TMLHE 55217 4 TSPYL2 64061 4 GSTA3 2940 4 SERPINB3 6317 4 PLA2R1 22925 4 HAPLN1 1404 4 CASP3 836 4 SERPINB4 6318 3 SCIN 85477 3 GDF5 8200 3 ERBB2 2064 3 ATF2 1386 3 GNB5 10681 2 IL1A 3552 2 HSD3B1 3283 2 MUC4 4585 2 CS 1431 1 SERPINB2 5055 1 Pathway: IL2 Gene Symbol Entrez ID Hubness GBP1 2633 195 LTB 4050 188 LDHB 3945 187 SAMHD1 25939 185 TNFRSF1B 7133 185 ITK 3702 182 CLEC2B 9976 181 ZNF267 10308 180 LCP2 3937 180 FAS 355 180 CD247 919 179 CYTIP 9595 179 PIM1 5292 179 CD53 963 179 LCK 3932 179 CASP1 834 178 S100A4 6275 178 NMI 9111 176 CD69 969 175 GZMB 3002 175 DOK2 9046 174 GZMA 3001 174 CCR1 1230 174 CTSC 1075 172 CCR5 1234 172 FYN 2534 172 ITGB2 3689 171 STK17B 9262 171 UBC 7316 171 LY75 4065 169 IL2RG 3561 169 MAPT 4137 168 FLNB 2317 167 PLAC8 51316 166 IL4R 3566 166 APOBEC3G 60489 166 IL21R 50615 164 EIF2C2 27161 164 AIF1 199 164 SLAMF1 6504 163 C7orf23 79161 163 RNF103 7844 163 CCND2 894 162 STAT4 6775 162 NFIL3 4783 161 PPP1R16B 26051 159 IGJ 3512 157 PLEK 5341 156 ARAP2 116984 156 SLC7A7 9056 155 CXCR4 7852 155 MXD4 10608 155 SH2D2A 9047 154 WARS 7453 153 SGK1 6446 153 FCER1G 2207 152 SACS 26278 152 H1FX 8971 152 FOXO1 2308 152 MDFIC 29969 151 S1PR1 1901 151 BLM 641 150 VIM 7431 149 UPP1 7378 149 NUMA1 4926 147 KLRD1 3824 146 STAT1 6772 146 CHST12 55501 145 TRAT1 50852 145 USP15 9958 145 NKG7 4818 144 EVI2A 2123 144 BTG3 10950 143 GNLY 10578 142 SLC2A3 6515 142 NA 1231 141 ARHGDIA 396 141 AOAH 313 140 BHLHE40 8553 140 SLC9A3R1 9368 140 EZH2 2146 139 CD2 914 139 GAPDH 2597 137 CFLAR 8837 137 HMHA1 23526 137 CCL5 6352 137 EVL 51466 137 LRMP 4033 136 PLCL2 23228 135 GNPTAB 79158 135 MAL 4118 135 CCL4 6351 135 GPR183 1880 135 IFNG 3458 134 BAT2L1 84726 134 CD96 10225 133 GZMK 3003 133 IL16 3603 133 PRKCD 5580 132 EMP3 2014 132 DCI 1632 132 CCNG2 901 132 C1orf38 9473 132 MEOX1 4222 131 GATA3 2625 131 SLCO2B1 11309 131 CD52 1043 131 IL6 3569 130 FGR 2268 129 CTSH 1512 129 CR2 1380 129 MTHFD2 10797 129 CTSW 1521 128 ARRB2 409 128 VNN2 8875 128 PRKCB 5579 128 ADD3 120 127 TECR 9524 127 LAT 27040 127 ABCB1 5243 126 SRGN 5552 125 CCR7 1236 124 KLRF1 51348 123 IL18R1 8809 123 TTK 7272 123 PRMT5 10419 123 TIMP2 7077 122 CD40LG 959 122 STIP1 10963 122 RGS19 10287 120 AHR 196 120 SP100 6672 120 YARS 8565 120 HPN 3249 120 TAGLN2 8407 120 ARL6IP1 23204 120 CTSO 1519 120 IL18RAP 8807 119 ICAM1 3383 119 CTSS 1520 119 LAPTM5 7805 119 CD300A 11314 118 CLDND1 56650 118 CD27 939 118 BIRC3 330 118 CTSK 1513 118 TXN 7295 117 FASLG 356 117 SELL 6402 117 RGS1 5996 116 KARS 3735 116 GPR18 2841 116 MMD 23531 115 BTN3A3 10384 115 ACTB 60 114 TTN 7273 114 BAG2 9532 114 DNAJB1 3337 114 NLRP1 22861 113 TGFBR2 7048 113 CD244 51744 112 AKT3 10000 112 RALB 5899 112 MYO1F 4542 112 ZFP36L2 678 112 DUSP8 1850 112 YTHDC2 64848 111 ODC1 4953 111 LEPREL4 10609 111 P2RX5 5026 111 KLF11 8462 110 ZEB2 9839 110 PRKCA 5578 110 CDIPT 10423 110 TAP1 6890 110 STK17A 9263 110 SH2D1A 4068 109 SIT1 27240 109 ZBED2 79413 108 IL6ST 3572 108 WAC 51322 107 TES 26136 107 TNFRSF14 8764 107 SPOCK2 9806 107 PAICS 10606 106 MTHFD1 4522 106 CPA3 1359 106 AP3M2 10947 106 CITED2 10370 106 TCEB1 6921 105 CARD9 64170 105 ATP6AP2 10159 104 PRKX 5613 104 VAMP5 10791 104 ETS2 2114 104 RBM38 55544 104 ITGB7 3695 104 KLHL2 11275 103 CASP9 842 103 SLC35E1 79939 103 UBE2N 7334 103 PDIA3 2923 103 PCNA 5111 103 IFI44 10561 103 DPM2 8818 103 DENND3 22898 103 LSP1 4046 103 GZMM 3004 102 SORBS3 10174 102 RPS6KA3 6197 102 ID3 3399 102 NINJ1 4814 102 NME1 4830 100 MNAT1 4331 100 PKD2 5311 100 TPI1 7167 100 IL2RB 3560 100 NCR3 259197 100 FYB 2533 100 PIM2 11040 100 PTPN6 5777 100 PLAU 5328 99 PDE4B 5142 99 LY9 4063 99 TPST1 8460 99 OCRL 4952 98 MAN2A1 4124 98 KCNN4 3783 98 CTSB 1508 97 RELA 5970 97 BLVRB 645 97 NR3C1 2908 97 BTN3A2 11118 97 STAT5A 6776 96 HNRNPAB 3182 96 EHD1 10938 96 TRIM21 6737 95 PA2G4 5036 95 FMNL1 752 95 MNT 4335 94 BTN3A1 11119 94 JUND 3727 93 CCNE1 898 93 VEGFA 7422 92 NOP56 10528 92 CTPS 1503 92 LAIR2 3904 91 CHSY1 22856 91 SLC7A5 8140 91 CCND1 595 91 LARP4 113251 91 TNFRSF25 8718 91 MAPKAPK2 9261 90 RNF144A 9781 90 GARS 2617 90 NFIC 4782 90 TMX1 81542 90 CMAH 8418 90 NOP16 51491 89 DKC1 1736 89 PIGH 5283 89 ZFP36 7538 89 TAB2 23118 88 SRD5A1 6715 88 DNAL4 10126 88 RASGRP2 10235 88 SMAD3 4088 88 CD6 923 88 SPN 6693 87 BAG1 573 87 TLR4 7099 87 DDAH1 23576 87 FAM8A1 51439 87 TSC22D3 1831 87 PARP8 79668 86 ID2 3398 86 APBB2 323 86 CX3CR1 1524 86 LAPTM4B 55353 86 TCEAL1 9338 86 VWA5A 4013 86 REPS2 9185 86 VEZF1 7716 86 TLK1 9874 86 SLC1A5 6510 85 CBFB 865 85 SPON1 10418 85 TCF7 6932 85 BTG1 694 85 ELF1 1997 85 GTF2I 2969 85 ULK2 9706 84 CTSD 1509 84 CDK17 5128 84 IL1R1 3554 84 B4GALT5 9334 84 CIC 23152 84 GPX4 2879 84 ACSL1 2180 83 IFITM3 10410 83 IRF9 10379 83 ATRX 546 83 BNIP3L 665 83 FURIN 5045 82 EIF2S2 8894 82 RAB7L1 8934 81 ANK2 287 81 TM7SF2 7108 81 RPL21 6144 81 LIMS1 3987 80 EPHA4 2043 80 MACF1 23499 79 ZNF394 84124 79 MFHAS1 9258 79 FOS 2353 79 PBXIP1 57326 79 PPP2R5C 5527 79 CYTH4 27128 79 BOP1 23246 78 TCOF1 6949 78 SERPINE1 5054 78 IQGAP2 10788 78 RBM3 5935 77 PLAG1 5324 77 LITAF 9516 77 COG4 25839 77 COL1A2 1278 77 TTLL1 25809 77 RASGRP1 10125 76 IDI1 3422 76 TXNRD1 7296 76 UCK2 7371 76 FKTN 2218 76 KIF22 3835 76 INPP5F 22876 75 ITGAX 3687 75 SUOX 6821 75 CLIC3 9022 74 PLAUR 5329 74 ABCE1 6059 74 APOBEC3B 9582 74 PASK 23178 74 GALNT7 51809 73 PTGER2 5732 73 CYP51A1 1595 73 SQLE 6713 73 PIAS4 51588 73 ACP5 54 73 MT1H 4496 73 KBTBD2 25948 72 FLOT1 10211 72 ASNS 440 72 RFC5 5985 72 CDC25B 994 72 HIST1H2BE 8344 72 DENND2D 79961 72 BCL6 604 72 PDE3B 5140 72 IL1B 3553 71 RGS3 5998 71 NOLC1 9221 71 GOT1 2805 71 IFIT1 3434 70 TARS 6897 70 TRIB2 28951 70 SORL1 6653 70 DUSP1 1843 70 EPHB6 2051 70 CTNNA1 1495 69 MAPRE2 10982 69 PDCD4 27250 69 LIF 3976 68 HSP90AA1 3320 68 PDK4 5166 68 S100A11 6282 68 CD55 1604 67 GLS 2744 67 NMT2 9397 67 PIAS3 10401 67 TRAP1 10131 67 ACTN1 87 67 BCKDHB 594 67 TBCD 6904 67 SFN 2810 66 KLF13 51621 66 FCGBP 8857 66 MXI1 4601 66 AHNAK 79026 66 NFATC3 4775 66 BYSL 705 65 TRPV1 7442 65 CXCR1 3577 64 NAMPT 10135 64 RGS10 6001 64 TPST2 8459 63 MALL 7851 63 MAT2A 4144 63 GRIA2 2891 63 MT2A 4502 63 DUSP3 1845 63 SRP19 6728 62 IKBKG 8517 62 TAX1BP3 30851 62 MICA 4276 62 ATF4 468 61 URB2 9816 61 E2F3 1871 61 DDX42 11325 61 TSPYL1 7259 60 ADAM19 8728 60 PTPN3 5774 60 DDX21 9188 60 NDST2 8509 60 POLR2D 5433 60 KLHL21 9903 60 ADA 100 60 APP 351 60 TRIM37 4591 59 MAPKAPK3 7867 59 HDAC4 9759 59 CAMK2N1 55450 59 FAM53B 9679 59 SEPT9 10801 59 ITGAM 3684 58 KIAA0802 23255 58 PPARD 5467 58 ARHGEF18 23370 58 PCSK6 5046 58 BRD8 10902 58 GALNT10 55568 57 RAB27B 5874 57 TOP1 7150 57 PTP4A1 7803 56 PSMB1 5689 56 LPIN2 9663 56 CENPI 2491 56 RNF125 54941 55 CDK20 23552 55 UCP2 7351 55 ADSL 158 55 FUCA1 2517 55 RERE 473 55 LY6E 4061 55 RIN3 79890 54 TAF1 6872 54 C6orf105 84830 54 EAPP 55837 54 SMARCD3 6604 54 ENPP4 22875 53 GALNT11 63917 53 GPRC5B 51704 53 NOS1AP 9722 53 ATF5 22809 53 NVL 4931 53 IL2RA 3559 52 CEACAM1 634 52 PFKFB3 5209 52 PKIG 11142 52 JOSD1 9929 52 CCR6 1235 51 ATP1B1 481 51 CRIP1 1396 51 PIK3R1 5295 51 SCML2 10389 50 RGS16 6004 50 NDUFV2 4729 50 BRD3 8019 50 CTDSP2 10106 50 RAB33A 9363 50 RUFY1 80230 50 CUL4B 8450 50 RRAS2 22800 49 HTR3A 3359 49 CD68 968 49 ERF 2077 49 DUSP14 11072 49 ITGA2B 3674 49 BPGM 669 48 TIA1 7072 48 CASP10 843 48 DAXX 1616 48 IER3 8870 48 GALE 2582 48 TAF4B 6875 48 SLC7A1 6541 48 CXCR5 643 48 DHRS7 51635 47 SOCS1 8651 47 IRF5 3663 47 SSBP1 6742 47 HIST2H2AA3 8337 47 ARHGEF7 8874 47 ST13 6767 46 CISH 1154 46 NR4A2 4929 46 SFPQ 6421 46 PKIA 5569 46 BRWD1 54014 45 IL8 3576 45 GADD45G 10912 45 PDCD2 5134 45 JUN 3725 45 TAF4 6874 45 SMAD5 4090 44 ZBTB11 27107 44 CLTC 1213 44 RDH11 51109 44 HIST1H2BD 3017 44 PIAS2 9063 44 CSNK1G2 1455 44 PTGER3 5733 43 CYP7B1 9420 43 EIF1 10209 43 HIST1H2AC 8334 43 ITPKB 3707 43 ABLIM1 3983 43 PTCH1 5727 43 SLC35E2 9906 43 MPHOSPH9 10198 43 SLC38A1 81539 42 PRSS23 11098 42 IMMT 10989 42 LDLR 3949 42 VAMP4 8674 42 ACAA2 10449 42 PPP1R2 5504 42 MAPK1 5594 42 NFIX 4784 42 FOSL2 2355 41 REL 5966 41 PER2 8864 41 SAMM50 25813 41 PTPRN2 5799 41 BCAP29 55973 40 RNF139 11236 40 PMAIP1 5366 40 DUSP11 8446 40 CASK 8573 40 CTSF 8722 39 RAB31 11031 39 FGF5 2250 38 SLC30A1 7779 38 PRSS16 10279 38 ADD2 119 38 PPP2R2B 5521 36 ZNF12 7559 36 PMS2L5 5383 36 OXSR1 9943 36 ZNF75D 7626 36 LYST 1130 36 MAST3 23031 36 KIR2DL2 3803 35 ZBTB16 7704 35 NFAT5 10725 35 SNAP25 6616 35 TBC1D8 11138 35 ZBTB7A 51341 35 CD5 921 35 PIK3C2B 5287 35 MLLT10 8028 34 GNRHR 2798 34 RAF1 5894 34 IL1RAP 3556 34 USF2 7392 34 AQP3 360 34 DUSP7 1849 34 SPAG9 9043 33 MYOM2 9172 33 TRAFD1 10906 33 TNFRSF11B 4982 33 KIAA1539 80256 33 TNFRSF4 7293 33 GCHFR 2644 33 STIM1 6786 33 GRK5 2869 33 TIAL1 7073 33 HSF4 3299 33 RRBP1 6238 32 SLC17A7 57030 32 MYCN 4613 32 ATXN7 6314 32 SNX4 8723 32 FRMD4B 23150 31 GPLD1 2822 31 GPC3 2719 31 CRYM 1428 31 SMC4 10051 31 VPS13A 23230 31 SSBP2 23635 31 PSAT1 29968 31 KIR2DL1 3802 30 THRAP3 9967 30 SRF 6722 30 IRF4 3662 30 MT1E 4493 30 LEPROTL1 23484 30 DUSP10 11221 30 RORA 6095 29 ENPEP 2028 29 FUBP1 8880 29 HIST1H2BF 8343 29 DUSP9 1852 29 GPR137B 7107 28 CYP4F2 8529 27 CSF1 1435 27 ALDH3A1 218 27 ADRA1D 146 27 DNAJC3 5611 26 SOS1 6654 26 PTPRR 5801 26 KDR 3791 26 PITRM1 10531 26 HLTF 6596 26 PDE4DIP 9659 26 ZCCHC11 23318 26 ULK4 54986 25 ADRA1B 147 25 GPR182 11318 25 HIST1H2AI 8329 25 CAMK4 814 25 CTSZ 1522 25 TKTL1 8277 24 GUCA1A 2978 24 NOS2 4843 24 ARF6 382 24 PLXNB2 23654 24 ITPR2 3709 24 SNTB1 6641 23 GALNT3 2591 23 HIST1H2BC 8347 23 HCFC2 29915 22 TNFRSF11A 8792 22 KLK2 3817 22 ETS1 2113 22 TERT 7015 22 TMF1 7110 22 ADAM5P 255926 22 TRPV6 55503 22 E2F4 1874 21 MLLT3 4300 21 STARD5 80765 21 HIST1H2BG 8339 21 HIST1H2BJ 8970 21 XPNPEP2 7512 21 ADAM8 101 20 SLC25A20 788 20 ERCC4 2072 20 CPA1 1357 20 ZNF614 80110 19 CLSPN 63967 19 MAGEA9 4108 19 PEMT 10400 19 CREM 1390 18 MC2R 4158 18 STK38 11329 18 CDR2 1039 18 MASP2 10747 17 PTPN4 5775 16 PTPN9 5780 16 GAD2 2572 16 COL19A1 1310 16 NA 4587 16 DNAJC13 23317 16 HIST1H2BM 8342 16 TXK 7294 15 NRL 4901 15 PPRC1 23082 15 NRXN3 9369 15 LDB3 11155 15 ATIC 471 15 SRC 6714 14 NLGN1 22871 14 ESYT1 23344 14 MAP2 4133 14 HOXB3 3213 13 IL12RB1 3594 13 IFNA8 3445 13 TBX5 6910 12 IL9 3578 12 GYPA 2993 12 PRKY 5616 12 YPEL1 29799 11 CACNA1C 775 11 NKX2-1 7080 11 CCR8 1237 10 KCNAB1 7881 10 IL12RB2 3595 10 NELL2 4753 10 BBC3 27113 10 MMP16 4325 9 IL5 3567 9 PRL 5617 9 DOCK5 80005 8 LMTK2 22853 8 GCK 2645 8 CSH1 1442 8 OPCML 4978 7 CYP2A13 1553 7 NTRK1 4914 6 TRH 7200 6 IFNA2 3440 6 PAX4 5078 6 LPA 4018 6 XCL1 6375 6 SLC39A8 64116 6 TLR6 10333 6 MT3 4504 6 PPBP 5473 5 PAK1 5058 5 CEACAM8 1088 5 CYP1A1 1543 5 OSM 5008 4 MLLT1 4298 4 OLIG2 10215 4 KRT13 3860 4 PSG7 5676 3 E2F2 1870 2 CD70 970 2 IL10 3586 1 CSF2 1437 1 CSRP3 8048 1 HIST1H2BN 8341 1 Pathway: IL3 Gene Symbol Entrez ID Hubness CSF2RB 1439 18 CD69 969 17 NFIL3 4783 16 CCL2 6347 16 CD86 942 15 CCR1 1230 15 PIM1 5292 14 IL1B 3553 13 CSF2RA 1438 12 CCL4 6351 12 HBB 3043 9 SOCS3 9021 8 MCL1 4170 8 KIT 3815 8 IL3RA 3563 8 TNFRSF1B 7133 8 ODC1 4953 7 IL8 3576 6 CSF1R 1436 6 CTSK 1513 6 SPP1 6696 5 TNF 7124 5 MATK 4145 5 ANXA2 302 5 RARA 5914 4 CCL7 6354 4 CSF1 1435 4 BCL2 596 4 FCER2 2208 4 MYC 4609 4 MYB 4602 4 IL6R 3570 4 TNFRSF1A 7132 4 BCL2L1 598 3 TGFB1 7040 2 USP36 57602 2 CISH 1154 2 SOCS1 8651 1 OSM 5008 1 TGFA 7039 1 ENPP3 5169 1 CYSLTR1 10800 1 IL5RA 3568 1 HRK 8739 1 Pathway: IL4 Gene Symbol Entrez ID Hubness ANXA1 301 105 NNMT 4837 102 VCAM1 7412 100 RBMS1 5937 95 RGS2 5997 94 CYP1B1 1545 94 GPR183 1880 90 SAMSN1 64092 88 F13A1 2162 88 ARHGAP25 9938 87 STK17B 9262 85 IL4R 3566 85 MAF 4094 85 CSF2RB 1439 85 FGL2 10875 84 PPP1R16B 26051 83 ARL4C 10123 81 IGF1 3479 81 ARID5B 84159 80 IL10RA 3587 80 CTSL1 1514 79 S1PR1 1901 79 CD8B 926 78 EGR2 1959 77 NFIL3 4783 76 CEBPB 1051 76 CD1C 911 75 TNC 3371 74 CXCR4 7852 74 FCER1A 2205 73 CD86 942 73 GZMB 3002 73 VCAN 1462 72 CTSC 1075 71 UPP1 7378 71 DACT1 51339 71 AHR 196 70 MS4A4A 51338 70 FBN1 2200 70 CH25H 9023 68 NKG7 4818 67 DOK5 55816 67 TFEC 22797 66 SELE 6401 63 SATB1 6304 63 FAT1 2195 63 TIMP2 7077 62 IFI16 3428 62 TOX 9760 60 TPK1 27010 60 LRRN3 54674 60 NUAK1 9891 59 LOX 4015 59 GAS6 2621 59 ST8SIA1 6489 57 S100A9 6280 57 HLA-DQA1 3117 57 DMD 1756 57 LY96 23643 57 ATXN1 6310 55 POSTN 10631 54 RNF19B 127544 54 MCM6 4175 53 C1orf106 55765 53 CLEC2B 9976 53 LTB 4050 53 IL7R 3575 52 PTX3 5806 51 GATA3 2625 51 WIZ 58525 51 FOS 2353 50 KLF4 9314 49 DUSP6 1848 49 PTGER2 5732 48 MAL 4118 48 VIM 7431 48 GBP2 2634 48 IFNG 3458 46 GZMA 3001 46 RAB11B 9230 46 FCER1G 2207 46 UBL3 5412 45 MCM5 4174 45 F3 2152 45 JUN 3725 45 GATA6 2627 45 ENOX2 10495 45 POU2AF1 5450 45 GAS1 2619 45 SULF1 23213 44 FN1 2335 44 PCDH7 5099 44 EEF1A2 1917 44 CXCL2 2920 44 CHI3L1 1116 44 CD27 939 44 OSBPL11 114885 43 LGALS2 3957 43 GUCY1B3 2983 42 MAP3K14 9020 42 CHST2 9435 42 MMP3 4314 42 EDNRA 1909 41 ACTN1 87 41 ALOX5AP 241 41 HLA-DQB1 3119 41 AIM1 202 40 CCL22 6367 40 CCPG1 9236 40 IRF1 3659 40 GEM 2669 40 TIMP3 7078 39 ARHGAP32 9743 37 IL13RA1 3597 37 DKK2 27123 37 KIT 3815 37 PTGS2 5743 36 STAT1 6772 36 ST6GAL1 6480 35 RSAD2 91543 35 CCL23 6368 35 RELA 5970 35 RNF219 79596 35 IL2RB 3560 35 INHBA 3624 35 TNS1 7145 35 CITED2 10370 34 TLR2 7097 34 NINJ1 4814 34 LPL 4023 34 TFPI 7035 33 CASP2 835 33 MCM2 4171 33 JAG1 182 33 ICAM1 3383 33 UBE2L6 9246 33 CYTH1 9267 32 VDR 7421 32 HPCAL1 3241 32 RASGRP3 25780 32 LAMA3 3909 32 CPM 1368 31 PRR16 51334 31 IFI6 2537 31 RDX 5962 30 MCM4 4173 30 RASGRP1 10125 29 TOP2A 7153 29 SOCS3 9021 29 GCNT1 2650 29 MAD2L1 4085 29 FOXC1 2296 29 IL18 3606 29 NFKBIA 4792 29 LTB4R 1241 29 CLCN4 1183 28 CDC45 8318 28 MX1 4599 28 MCM7 4176 27 EGLN3 112399 27 ITGA2 3673 27 CD9 928 27 DST 667 27 SPINT2 10653 26 NFKB1 4790 26 HSPA8 3312 26 DENND4A 10260 26 C1orf105 92346 26 IL17RA 23765 26 PDGFB 5155 26 SNAPC4 6621 26 ALDH1A2 8854 25 EXT1 2131 25 ALOX5 240 25 GADD45B 4616 25 TMOD1 7111 24 LITAF 9516 24 RIPK2 8767 23 KAL1 3730 23 MYC 4609 23 GNAI1 2770 23 BCL6 604 23 PVRL3 25945 22 ABCD3 5825 22 ITGAM 3684 22 SLC38A1 81539 21 SLC11A2 4891 21 MAOA 4128 21 TLR3 7098 21 RASA2 5922 20 PDZK1IP1 10158 20 PIK3CG 5294 20 BCL3 602 20 BCL2 596 20 MCM3 4172 20 CLDN18 51208 20 TIMP1 7076 20 TNFSF10 8743 20 GJA4 2701 20 CCDC71 64925 20 KLF15 28999 20 SLC22A4 6583 19 DAAM1 23002 19 EGFR 1956 19 KLHL18 23276 19 CDC25A 993 18 HIST2H2BE 8349 18 CYP2A6 1548 18 CASP3 836 17 SPP1 6696 17 FCER2 2208 16 ABHD8 79575 16 CPT2 1376 16 NOS2 4843 16 MFNG 4242 16 S100P 6286 15 SOCS1 8651 15 REL 5966 15 C19orf6 91304 15 BMP4 652 15 HRASLS 57110 15 FKBP5 2289 15 CCL20 6364 15 TNIK 23043 14 ACAN 176 14 TNF 7124 14 RNASE2 6036 13 PKNOX2 63876 13 PAWR 5074 13 ELL2 22936 13 ENPP1 5167 12 DPPA4 55211 12 MTHFR 4524 11 AMN 81693 11 DDIT4 54541 11 IL2RA 3559 11 IL8 3576 11 KLK6 5653 11 SSBP2 23635 10 MED16 10025 10 TP53BP2 7159 10 HSPB8 26353 10 CDKN1B 1027 10 POU4F1 5457 9 BMP2 650 9 DNAJC3 5611 8 CLTB 1212 8 CDKN1A 1026 8 KCNN2 3781 8 ITPKB 3707 8 CYP2E1 1571 7 AICDA 57379 7 COBLL1 22837 7 TRPV5 56302 7 HOXB6 3216 7 XCL1 6375 6 ALX1 8092 6 BCL2L11 10018 6 BBX 56987 6 IL1RN 3557 6 NPAS2 4862 6 SOS1 6654 5 SERPINB4 6318 5 CSF3R 1441 5 IL13RA2 3598 5 MET 4233 5 CREM 1390 5 ELAVL2 1993 5 ZDHHC17 23390 5 SERPINB3 6317 4 ETV3 2117 4 IL13 3596 4 HS3ST1 9957 4 GJA5 2702 4 FJX1 24147 4 TLR5 7100 4 NDRG4 65009 4 PMCH 5367 3 ARG1 383 3 CA2 760 3 KCNK3 3777 3 SLC39A8 64116 2 CYSLTR1 10800 2 LIFR 3977 2 MXD1 4084 2 LRRTM2 26045 2 FCN3 8547 2 CAV3 859 2 SUV39H2 79723 1 CYP1A1 1543 1 IL10 3586 1 Pathway: IL5 Gene Symbol Entrez ID Hubness C3 718 65 CLEC2B 9976 64 CSF2RB 1439 60 CCL2 6347 58 ITGB2 3689 57 PIM1 5292 57 CD69 969 57 SGK1 6446 57 NFIL3 4783 56 SOD2 6648 55 IL21R 50615 55 BIRC3 330 54 CCR1 1230 54 LTB 4050 54 HLX 3142 54 EGR2 1959 53 IL6 3569 52 PTGS2 5743 52 LCP2 3937 52 FAM65B 9750 52 CTSC 1075 51 IGHM 3507 50 IDO1 3620 50 SELP 6403 49 CCL19 6363 49 UPP1 7378 49 CASP4 837 49 NFKBIE 4794 48 CXCL2 2920 48 PRNP 5621 48 GSTO1 9446 47 ICAM1 3383 47 MT1X 4501 44 PLSCR1 5359 43 NFKB1 4790 43 NFE2L2 4780 43 PDE4B 5142 42 TRAF1 7185 41 SELE 6401 40 CCND3 896 40 ZYX 7791 39 CXCL1 2919 38 PRDM1 639 37 TLR1 7096 36 RELA 5970 35 MMD 23531 35 EGR1 1958 34 RELB 5971 33 MMP12 4321 33 DUSP6 1848 33 TPM4 7171 33 IL3RA 3563 33 IER2 9592 33 IL1B 3553 32 DMD 1756 32 HSP90AB1 3326 32 GGT5 2687 32 CREB1 1385 31 ITGA6 3655 31 CCL13 6357 30 ACP5 54 30 SLC1A5 6510 30 CNBP 7555 30 MAP3K2 10746 29 HAS2 3037 29 PTAFR 5724 29 CD44 960 29 MAP3K7 6885 28 ITPR1 3708 28 HIF1A 3091 28 ENO1 2023 28 PMP22 5376 28 ANXA3 306 27 GADD45A 1647 27 TLR4 7099 26 P2RY2 5029 26 CD55 1604 24 HBEGF 1839 24 MAPK6 5597 24 CHUK 1147 23 XBP1 7494 23 BAT2 7916 23 CFHR2 3080 22 TBK1 29110 21 RGS2 5997 21 IRAK1 3654 20 SDC4 6385 20 EGR3 1960 19 ID2 3398 19 SUPT6H 6830 18 MAX 4149 18 CCNH 902 18 CEACAM1 634 18 ATXN1 6310 18 FOSL2 2355 18 MAPK14 1432 17 TRA2A 29896 17 PPIF 10105 17 GK 2710 17 SFPQ 6421 17 ATF4 468 17 DUSP5 1847 17 LMNB1 4001 16 IRF2 3660 15 TAB1 10454 15 REL 5966 15 FEZ1 9638 15 HEY1 23462 15 CIITA 4261 15 LIMK2 3985 15 ZFP36L2 678 15 NFKB2 4791 14 DUSP4 1846 14 INHBA 3624 14 IL2RA 3559 14 SRI 6717 14 SCRIB 23513 13 IDI1 3422 13 FADD 8772 12 TRAF3 7187 12 NFRKB 4798 12 ABP1 26 12 GCLM 2730 12 PSMB4 5692 12 HSPA6 3310 12 SRF 6722 11 SOCS1 8651 11 PDZK1IP1 10158 11 HMGCR 3156 11 YES1 7525 11 MAPK3 5595 10 TRAP1 10131 10 PLAT 5327 10 NA 934 10 IL5RA 3568 10 RAB21 23011 9 NFKBIB 4793 9 GPR109B 8843 9 IER3 8870 9 HSPA2 3306 8 BCL2 596 8 RAF1 5894 8 MKNK1 8569 8 CDC123 8872 8 QSOX1 5768 8 FUCA1 2517 8 IL17RB 55540 7 CXCL6 6372 7 HSPH1 10808 7 TFPI2 7980 6 IL12B 3593 6 NFE2 4778 6 HEXA 3073 6 IL1A 3552 5 IL1RL1 9173 5 CCL1 6346 5 MAT2A 4144 5 CCL11 6356 5 LILRA3 11026 4 SNTB1 6641 4 CYP1A2 1544 4 WT1 7490 3 RHOH 399 3 MAPK8 5599 2 TLR6 10333 2 IL1F9 56300 2 Pathway: IL6 Gene Symbol Entrez ID Hubness LY96 23643 34 ZFP36 7538 33 SGK1 6446 31 PROS1 5627 30 SLC2A3 6515 29 POU2AF1 5450 29 C10orf10 11067 28 PIM1 5292 27 NMI 9111 26 DCN 1634 26 FOS 2353 25 MMP3 4314 24 JUNB 3726 24 ZEB1 6935 23 PPARG 5468 23 IRF1 3659 23 GADD45B 4616 23 GAPDH 2597 23 STAT3 6774 22 VWA5A 4013 22 CEBPB 1051 21 JUN 3725 21 ADIPOQ 9370 20 MMP9 4318 20 ABCC4 10257 20 PLA2G2A 5320 19 SOCS3 9021 19 PDGFRA 5156 19 MYB 4602 19 PIM2 11040 18 CITED2 10370 18 SLC39A14 23516 18 HBEGF 1839 17 BHLHE40 8553 17 BCL3 602 16 ID2 3398 16 CLU 1191 16 CD44 960 16 PRKAA1 5562 16 STAT1 6772 15 IGFBP4 3487 15 MCL1 4170 14 CXCL1 2919 14 TXNRD1 7296 14 PRDM1 639 12 CEBPD 1052 12 MYLK 4638 12 SLC38A2 54407 11 SBNO2 22904 11 PTP4A3 11156 11 MAFF 23764 10 MX1 4599 10 TNFRSF11B 4982 10 ABCC5 10057 10 TRAM1 23471 10 EIF6 3692 10 RPS9 6203 10 ACTB 60 9 AMPD1 270 9 TNFRSF21 27242 9 CDK4 1019 9 LDLR 3949 8 ABCC1 4363 8 SOCS1 8651 8 SOCS2 8835 8 MYC 4609 8 ABCB1 5243 8 TNF 7124 7 RHOBTB3 22836 7 FCGR1A 2209 7 BAZ1A 11177 7 UBB 7314 7 BLCAP 10904 7 POU2F2 5452 6 CISH 1154 5 PPARD 5467 4 SLC38A1 81539 4 MAP3K8 1326 4 TNFSF11 8600 4 UCP1 7350 4 MUC5AC 4586 4 MYL6 4637 4 PRPF18 8559 4 ITGA5 3678 4 EIF5 1983 3 SERPINA1 5265 3 CDKN1B 1027 3 NEU3 10825 3 NA 4587 3 SPP1 6696 3 SOX2 6657 2 C4BPB 725 2 ZNF12 7559 2 CDKN2D 1032 2 GPC3 2719 2 ABCC3 8714 1 TNFRSF11A 8792 1 ABCC2 1244 1 Pathway: IL7 Gene Symbol Entrez ID Hubness KLRK1 22914 22 CCL5 6352 22 CXCL2 2920 20 CCL19 6363 18 CD19 930 18 FAS 355 17 CXCL1 2919 16 CD40LG 959 16 CXCR4 7852 15 LAG3 3902 15 CD86 942 14 CCL4 6351 14 STAT5A 6776 13 CCL22 6367 12 PAX5 5079 12 PRKCD 5580 11 UBC 7316 8 CCL17 6361 7 BCL2L1 598 7 IL2RA 3559 7 MCL1 4170 7 WNT5A 7474 7 SLC3A2 6520 6 RBBP4 5928 6 LITAF 9516 6 MYC 4609 6 FIGF 2277 6 IL7R 3575 6 CASP10 843 5 CD80 941 5 CXCL5 6374 5 CXCL12 6387 5 TRAF3 7187 4 CDK18 5129 4 KLF5 688 4 TFRC 7037 4 FCER2 2208 4 CCL13 6357 4 CXCL11 6373 4 CXCL10 3627 4 STAT5B 6777 3 FASTK 10922 3 BCL2 596 3 CD44 960 3 IGLL1 3543 3 NCAM1 4684 2 CXCL3 2921 2 DNTT 1791 2 CCL16 6360 1 BRAF 673 1 TNFSF8 944 1 PPBP 5473 1 CALCA 796 1 TGFB1 7040 1 RAG1 5896 1 Pathway: IL9 Gene Symbol Entrez ID Hubness CCL2 6347 9 GZMA 3001 9 GZMB 3002 7 PIM1 5292 7 SOCS3 9021 6 SELL 6402 6 BCL3 602 5 JUNB 3726 5 CCL11 6356 5 FCER1A 2205 4 MYC 4609 3 CITED2 10370 3 SOCS2 8835 2 IL5RA 3568 2 CISH 1154 1 IL13 3596 1 CCL7 6354 1 MRAS 22808 1 CDKN2D 1032 1 Pathway: KitReceptor Gene Symbol Entrez ID Hubness TAP1 6890 20 CCL2 6347 20 PIM1 5292 19 IL2RG 3561 18 PTGDS 5730 18 CCL5 6352 18 RELA 5970 14 TNFRSF1A 7132 14 TRD@ 6964 14 MMP9 4318 14 CCL22 6367 14 CSK 1445 13 JUNB 3726 13 JUND 3727 13 CYC1 1537 13 IL6 3569 13 CCND3 896 13 CCND1 595 12 CXCR3 2833 12 CXCR5 643 12 MRPL28 10573 11 NOP2 4839 11 FOS 2353 11 IRAK1 3654 10 SOCS1 8651 10 SNAI2 6591 10 PLA2G4A 5321 10 CCL17 6361 10 AP3D1 8943 9 FEN1 2237 9 PRCC 5546 9 EGR1 1958 9 TNF 7124 9 YWHAH 7533 8 IER3 8870 8 KLC1 3831 8 MYC 4609 8 DUSP4 1846 8 RARA 5914 7 MCL1 4170 7 VEGFA 7422 7 FGFR1 2260 6 TXNRD1 7296 6 GSK3A 2931 5 HRAS 3265 5 GDF15 9518 5 ATF4 468 5 RABGGTB 5876 4 ERCC1 2067 4 PPP1CC 5501 4 SOCS6 9306 4 MYB 4602 4 FUBP1 8880 4 PPP2CB 5516 3 PPP3CB 5532 3 ETV5 2119 3 TCF3 6929 3 SRF 6722 3 EPOR 2057 3 ELK1 2002 3 IL9 3578 2 TBX2 6909 2 KITLG 4254 2 CSN2 1447 1 SNAI1 6615 1 TFAP2C 7022 1 Pathway: Notch Gene Symbol Entrez ID Hubness DDR1 780 26 ICAM2 3384 25 KIT 3815 22 JUP 3728 22 KRT8 3856 22 SYT11 23208 21 CTSK 1513 21 PKP4 8502 19 BIRC3 330 17 PTPN2 5771 17 IGJ 3512 17 ASCL1 429 17 PKP3 11187 17 LCP2 3937 16 KRT7 3855 15 CCND1 595 14 CR2 1380 14 TNFRSF1A 7132 14 NOD1 10392 14 CDH11 1009 14 COL4A1 1282 13 CFLAR 8837 13 HEY1 23462 13 MYCL1 4610 13 DCXR 51181 13 GATA3 2625 13 CTNNA1 1495 13 PSEN1 5663 13 CEBPA 1050 13 RARA 5914 12 BCL2L1 598 12 KRT19 3880 12 PIK3R2 5296 12 NOTCH1 4851 12 HIF1A 3091 12 CDH1 999 12 CSF1R 1436 11 FBLN1 2192 11 HEY2 23493 11 GSTA1 2938 11 FN1 2335 11 DAPK1 1612 11 IGHM 3507 11 ITGB1BP1 9270 11 CD79B 974 11 KRT18 3875 10 EMP2 2013 10 ZNF148 7707 9 B4GALT2 8704 8 ACADM 34 8 PTCRA 171558 8 JAG1 182 8 PIK3R1 5295 8 OCLN 4950 8 EGR3 1960 8 HNF1B 6928 7 RARB 5915 7 ABCA2 20 7 NOTCH3 4854 7 EFNB2 1948 7 ITGAL 3683 7 HPRT1 3251 7 HNF4A 3172 7 MAG 4099 6 KRT15 3866 6 RNF2 6045 5 ITGB4 3691 5 EN1 2019 5 ITGA10 8515 5 ITGA3 3675 5 MYC 4609 5 CLDN4 1364 5 CDKN1B 1027 4 CASP3 836 4 ABCC8 6833 4 EIF2B1 1967 4 HEYL 26508 4 ARHGEF6 9459 4 ERBB2 2064 3 TCF3 6929 3 HOXC8 3224 2 HOXB6 3216 2 CDH8 1006 2 MYOD1 4654 2 VPREB1 7441 2 CLDN1 9076 2 ICAM5 7087 1 FLT3 2322 1 Pathway: RANKL Gene Symbol Entrez ID Hubness CCL5 6352 20 VCAM1 7412 18 CCL2 6347 16 CD86 942 15 CCND2 894 15 HLA-C 3107 15 CSF2RA 1438 14 NA 1231 14 IL6 3569 11 ICAM1 3383 11 ITGAL 3683 11 TXN 7295 10 ILF3 3609 10 RPS20 6224 10 TSC2 7249 10 THBS2 7058 10 ESR1 2099 10 EGR1 1958 9 CDH5 1003 9 JUN 3725 8 ACP5 54 8 CDK1 983 8 CDK16 5127 7 MKI67 4288 7 RPL17 6139 7 CDK7 1022 6 CASP10 843 6 DGKA 1606 6 PRMT3 10196 6 BAG3 9531 5 CDK4 1019 5 CD80 941 5 DLG1 1739 5 ITGA3 3675 5 LTA 4049 5 CDC27 996 5 TNF 7124 4 ADAM10 102 4 CALM1 801 4 CD44 960 4 MGP 4256 4 TXNIP 10628 4 RELB 5971 4 NFATC1 4772 3 GABPA 2551 3 CIDEB 27141 3 LHX1 3975 3 CDC42 998 3 MYL6 4637 3 FUBP1 8880 2 ADAM9 8754 2 CCR4 1233 2 PYCARD 29108 2 KCNA2 3737 2 ADORA1 134 2 CSF3R 1441 2 TRAF3 7187 1 BCL2 596 1 CALCR 799 1 GABPB1 2553 1 BMP2 650 1 CD70 970 1 AKAP5 9495 1 IL5 3567 1 TNFRSF11A 8792 1 CCNA1 8900 1 SNCA 6622 1 OAZ1 4946 1 Pathway: TCellReceptor Gene Symbol Entrez ID Hubness HSPD1 3329 140 TNFAIP8 25816 138 YBX1 4904 138 IFI16 3428 137 HSP90AB1 3326 136 GBP1 2633 135 CSF2RB 1439 134 CXCL10 3627 132 FAS 355 131 RPS29 6235 131 LCP1 3936 131 CXCL11 6373 130 GAPDH 2597 130 BCL2A1 597 128 CCNB1 891 127 UBE2M 9040 127 CD2 914 127 MYBL2 4605 126 FOXO1 2308 126 GPS1 2873 124 PTPRC 5788 124 RHOC 389 124 GZMB 3002 123 CCNB2 9133 122 STAT1 6772 122 SOD2 6648 122 TNFRSF1B 7133 121 CFLAR 8837 120 TAP1 6890 120 LAP3 51056 120 ANXA1 301 120 ACTR3 10096 119 TCEB1 6921 119 CDC20 991 119 GOLGB1 2804 119 SEC61A1 29927 118 BIRC3 330 118 ITGB2 3689 118 HLA-B 3106 117 ENO1 2023 117 IL21R 50615 117 BIRC5 332 116 CXCL9 4283 115 RCBTB2 1102 115 POLR2K 5440 115 E2F1 1869 114 POGK 57645 114 IL15RA 3601 114 PNRC1 10957 113 CDKN3 1033 113 HLA-DQB1 3119 113 TUBB 203068 112 UBE2N 7334 111 CUL1 8454 111 PSMB9 5698 111 PSME2 5721 111 VDAC1 7416 111 PLA2G4A 5321 111 PALM 5064 111 JUND 3727 111 TXNDC5 81567 110 SEMA4D 10507 110 CCNA2 890 110 ILF3 3609 110 ADRB2 154 110 NUCB1 4924 109 ILK 3611 109 MAP4K4 9448 109 MIF 4282 108 IRF1 3659 108 IFRD2 7866 107 CD38 952 106 GTPBP4 23560 106 CD86 942 106 KLRD1 3824 106 PSMB8 5696 106 CD83 9308 105 RFC2 5982 105 CLK1 1195 105 BIRC2 329 105 ILF2 3608 104 TLR7 51284 103 VIM 7431 103 RELA 5970 103 CCND2 894 102 NFKBIE 4794 102 RSL24D1 51187 101 CASP1 834 101 NME3 4832 101 SMARCA4 6597 100 S100A4 6275 100 CCNE1 898 99 ECT2 1894 99 SNRPB 6628 99 SEC61B 10952 99 COX6C 1345 99 PIM1 5292 99 TRAT1 50852 98 HLA-G 3135 98 TMBIM6 7009 97 CD3E 916 97 CENPF 1063 97 NOP2 4839 97 NR3C1 2908 97 FLNA 2316 97 MTL5 9633 97 HSPE1 3336 96 CNIH4 29097 96 NFKB1 4790 96 GNAI2 2771 96 LTF 4057 96 F2R 2149 96 CSF1R 1436 95 BAG2 9532 95 VBP1 7411 95 CDK4 1019 95 CCR1 1230 95 FASLG 356 94 H2AFY 9555 94 IFNG 3458 94 EEF2 1938 94 PRDX1 5052 94 BNIP3L 665 94 AATF 26574 93 PRDX4 10549 93 EIF5A 1984 93 CASP4 837 93 PTPN7 5778 92 NME1 4830 92 PGK1 5230 92 PIM2 11040 92 PLK2 10769 92 NFYA 4800 91 PSMA6 5687 91 HTT 3064 91 CCL4 6351 90 PSTPIP1 9051 90 GYS1 2997 90 TNFAIP3 7128 90 CDK5 1020 89 DNAJA3 9093 89 RYK 6259 89 RPS20 6224 89 HSPA8 3312 89 HSPA1A 3303 89 EEF1E1 9521 88 PDCD5 9141 88 SLC3A2 6520 88 KIAA0020 9933 88 RPS14 6208 88 MRPL11 65003 88 C2 717 88 ATM 472 88 ABCB1 5243 87 CR2 1380 87 SERPINE2 5270 87 AHCYL1 10768 87 RPL37 6167 86 IL6 3569 86 NLRP1 22861 86 PNP 4860 85 TRAF1 7185 84 PTK2 5747 84 IL27RA 9466 84 RPL10A 4736 84 GATA3 2625 84 PRPF8 10594 84 ARHGDIB 397 84 HSPA9 3313 83 GSTP1 2950 83 TSTA3 7264 83 CASP2 835 83 CYBB 1536 83 BNIP2 663 83 TLR2 7097 82 CYCS 54205 82 RAC2 5880 82 NME6 10201 81 RNF126 55658 81 ATP5C1 509 81 FCER1G 2207 81 MAP3K2 10746 81 PRDX2 7001 80 SPHK1 8877 80 CDK7 1022 80 MYC 4609 80 MAP4K1 11184 80 TMEM9B 56674 80 CH25H 9023 79 TRADD 8717 79 BCL3 602 78 ABI1 10006 78 ODC1 4953 78 RELB 5971 77 SATB1 6304 77 STK17B 9262 77 CD40LG 959 76 PSMD12 5718 76 PSMA5 5686 76 CCR7 1236 76 BLZF1 8548 76 GTF2IRD1 9569 76 ATP11B 23200 76 PERP 64065 75 IFITM3 10410 75 HCCS 3052 75 TNFRSF25 8718 75 DUSP8 1850 75 BRCA1 672 74 SRSF10 10772 74 HSF1 3297 74 LSP1 4046 74 MRPL3 11222 73 HDAC2 3066 73 JUNB 3726 73 FOS 2353 73 IL10RB 3588 73 RP2 6102 73 MAPK6 5597 72 MALT1 10892 72 CASP9 842 72 CNOT8 9337 72 SPN 6693 71 TLK2 11011 71 NRAS 4893 70 RPS3A 6189 70 TBL3 10607 70 ADA 100 70 MFAP1 4236 70 SH3BGRL 6451 70 IL20RA 53832 70 MAP3K12 7786 70 FYB 2533 70 MAPK3 5595 70 SNRPC 6631 69 MMP2 4313 69 PFDN4 5203 69 S100A10 6281 69 TRIM24 8805 69 TSC22D3 1831 69 PCBP4 57060 69 MAP3K14 9020 68 TNFRSF1A 7132 68 CNBP 7555 66 TDP2 51567 66 HSP90AA1 3320 66 DUSP1 1843 66 ETS2 2114 65 CARD9 64170 65 AIFM1 9131 65 PIGF 5281 65 CCND1 595 65 PHB 5245 65 GUCY1B3 2983 65 PPP2R4 5524 65 MAPKAPK3 7867 64 SOAT1 6646 64 PCYOX1 51449 64 TBK1 29110 63 MCL1 4170 63 MCTS1 28985 63 DDIT3 1649 63 ITGAL 3683 63 S100A6 6277 63 MOAP1 64112 63 TRAP1 10131 62 RAB14 51552 62 CHCHD2 51142 62 TREX1 11277 62 GNL2 29889 62 EWSR1 2130 62 NA 1231 62 MAPK14 1432 61 UTP11L 51118 61 CD28 940 61 HNRNPA1 3178 61 ARG2 384 61 MAL 4118 61 TRAF5 7188 61 DHCR24 1718 60 PCSK7 9159 60 ST14 6768 60 SOD1 6647 60 FABP4 2167 60 KLRC3 3823 60 CD3G 917 60 BARD1 580 59 TAF9 6880 59 BTG1 694 59 MAX 4149 59 KRAS 3845 58 RPL14 9045 58 GABBR2 9568 58 LYPLA2 11313 58 FBL 2091 58 DDAH2 23564 58 SON 6651 58 PTK2B 2185 57 SERPINB1 1992 57 CCND3 896 57 RASGRP2 10235 57 APOL3 80833 57 NUDT2 318 56 FDPS 2224 56 ATF4 468 56 MYB 4602 56 CLU 1191 56 STOM 2040 56 NAIP 4671 56 HRAS 3265 55 RPL41 6171 55 HAX1 10456 55 PTMA 5757 55 ATF3 467 54 NDFIP1 80762 54 KCTD20 222658 54 MAPRE1 22919 54 PDE3B 5140 54 GART 2618 54 CREBBP 1387 54 FOSB 2354 54 TRIAP1 51499 53 FAM35A 54537 53 CASP3 836 53 URB2 9816 53 DUSP5 1847 52 STAT5A 6776 52 HUWE1 10075 52 OAZ1 4946 52 HINT1 3094 52 ZRSR2 8233 52 BAG1 573 51 BRCA2 675 51 TFCP2 7024 51 PPPDE1 51029 51 SIVA1 10572 50 PPA1 5464 50 TAB2 23118 50 FEM1B 10116 50 UBE2A 7319 49 ISG20L2 81875 49 IL1R1 3554 49 TLR3 7098 49 CLIP1 6249 49 RASGRP1 10125 49 S100B 6285 49 CASP6 839 48 MAP4K5 11183 48 AVEN 57099 48 SLC16A1 6566 48 FAIM 55179 48 TRAIP 10293 47 HSP90B1 7184 47 CCL20 6364 47 PTS 5805 47 CD2BP2 10421 47 PYCARD 29108 47 BNIP3 664 46 NA 23273 46 ATP5D 513 46 AP1B1 162 46 PGAM1 5223 46 FCGRT 2217 46 MBIP 51562 45 NLRP3 114548 45 DYNLL1 8655 45 RRAGA 10670 45 DAD1 1603 45 RAC1 5879 45 CDK2 1017 44 GLO1 2739 44 PGGT1B 5229 44 PTEN 5728 44 ERCC2 2068 44 PAX8 7849 44 GSTZ1 2954 43 BMI1 648 43 TNFRSF10B 8795 43 RAB2A 5862 43 RPL13A 23521 43 EPAS1 2034 43 REL 5966 42 NAMPT 10135 42 HMGN2 3151 42 GADD45B 4616 42 CSF3 1440 41 RPL6 6128 41 LTA 4049 41 VEZF1 7716 40 RBM25 58517 40 SRPRB 58477 40 STRN3 29966 40 CCR6 1235 40 MGST2 4258 39 ERAP1 51752 39 IGFBP6 3489 39 CDKN2A 1029 39 TFG 10342 38 IQGAP2 10788 38 MMRN1 22915 38 PKIA 5569 38 LGALS8 3964 38 CASP8AP2 9994 38 VAPA 9218 37 IL1B 3553 37 ZNF238 10472 37 ATP6V1E1 529 37 IL2RA 3559 37 SMAD1 4086 37 MX1 4599 37 BPTF 2186 37 KIAA0247 9766 36 TFAM 7019 36 SSB 6741 36 ZBTB7A 51341 36 PSME1 5720 35 HMGN1 3150 34 SHMT1 6470 34 STK4 6789 33 TRIM13 10206 32 TP53BP2 7159 32 MKNK1 8569 32 EI24 9538 31 IRF4 3662 31 BZW1 9689 31 FKBP2 2286 31 FGFR1 2260 31 NDUFB7 4713 31 SCD 6319 31 ADORA1 134 31 VIPR1 7433 29 IER3 8870 29 CLIC5 53405 29 PLK3 1263 29 NFATC1 4772 28 TRAF6 7189 28 TUBB2A 7280 28 ALKBH1 8846 28 SLC39A7 7922 28 F11R 50848 28 IRF7 3665 28 HIST1H2AC 8334 28 PPM1A 5494 28 PRODH 5625 28 HIST2H2AA3 8337 27 KLHL20 27252 27 DOK1 1796 27 GNAI1 2770 27 GNRH2 2797 27 CORT 1325 27 PMAIP1 5366 26 RPL28 6158 26 RPL7A 6130 26 IFITM1 8519 26 SLC20A1 6574 26 TNFRSF8 943 25 IL8 3576 25 MTHFR 4524 25 ORM1 5004 25 PSMF1 9491 25 RAD23B 5887 25 CEBPD 1052 25 NQO1 1728 24 RPS24 6229 24 CTH 1491 24 MR1 3140 24 PPP2CB 5516 23 PTGES 9536 23 E2F4 1874 23 AMACR 23600 23 SLC25A5 292 23 HDAC1 3065 23 HMGB1 3146 22 YY1 7528 22 SLC5A3 6526 22 HRASLS2 54979 22 COPS7B 64708 22 NA 90477 22 CHRNA5 1138 22 PSG3 5671 22 VIPR2 7434 22 MAPK12 6300 21 NR4A1 3164 21 LGALS1 3956 21 TNFRSF9 3604 21 GCC1 79571 21 EGR3 1960 20 RASGRF1 5923 20 HSPA2 3306 19 TAF1C 9013 19 RPS4Y1 6192 19 TRIM31 11074 18 IL1RAP 3556 18 CXCL5 6374 18 TRAF3 7187 17 NR4A2 4929 17 ZMYM2 7750 17 IL1A 3552 17 CDKN1B 1027 17 NFKBIL1 4795 16 GAB2 9846 16 MSR1 4481 16 FAF1 11124 16 XRCC6 2547 16 MT3 4504 15 TGFB2 7042 15 PSPC1 55269 15 TAS2R14 50840 15 NCL 4691 15 HTATIP2 10553 15 RHOH 399 15 ADORA2B 136 14 TFPI2 7980 14 MSLN 10232 14 AIPL1 23746 14 CS 1431 14 CDC42 998 14 IL13 3596 13 IFNAR1 3454 13 LTBP4 8425 13 ZDHHC17 23390 13 TLR8 51311 13 CDKN1A 1026 12 MAP4K2 5871 12 MAP2K6 5608 12 IL9 3578 11 MAP3K8 1326 10 IL1RAPL1 11141 10 FOLH1 2346 10 PKLR 5313 10 IGFBP5 3488 10 PLA2R1 22925 10 BBC3 27113 10 TLR6 10333 8 ITSN1 6453 8 ERBB2 2064 7 F2 2147 7 TRAF3IP2 10758 7 C3orf75 54859 6 LEF1 51176 6 HOXD3 3232 6 EPHA1 2041 6 CDKN2D 1032 6 TICAM1 148022 5 NFKBIL2 4796 5 CEP97 79598 5 OPRM1 4988 4 IL1RN 3557 3 KCNAB3 9196 3 RPL23 9349 3 XCL1 6375 3 CRB1 23418 3 IL5 3567 3 IL4 3565 3 IFNA21 3452 3 IFNA1 3439 3 WNT10B 7480 3 IL23A 51561 2 IL2 3558 2 IL10 3586 1 Pathway: TGFBReceptor Gene Symbol Entrez ID Hubness SRPX 8406 268 C1S 716 254 LY96 23643 253 LHFP 10186 252 CLEC2B 9976 250 DPYSL2 1808 248 C1R 715 248 ECM2 1842 246 CAV1 857 242 EVI2B 2124 240 EVI2A 2123 235 MME 4311 233 DARC 2532 230 CASP1 834 227 VCAM1 7412 220 PDGFD 80310 220 C7 730 219 FGL2 10875 217 NPC2 10577 217 UBE2M 9040 216 CRYAB 1410 216 AKR1B1 231 216 SFRP1 6422 215 LTBP2 4053 211 S1PR1 1901 210 CSRP2 1466 210 SFRP4 6424 210 SPRY1 10252 209 ATP6V0B 533 208 AKAP12 9590 207 DYRK2 8445 207 S100A4 6275 207 FOXO1 2308 206 CTSK 1513 206 PPAP2B 8613 205 RHOC 389 204 EFEMP1 2202 203 A2M 2 203 ADAMTS1 9510 202 ADH1B 125 202 POLR2J2 246721 201 ACSL4 2182 200 GPNMB 10457 199 PLIN2 123 198 FMO2 2327 197 ZFPM2 23414 197 TGFB1I1 7041 196 MGAT1 4245 196 LUM 4060 196 JUP 3728 195 CTSC 1075 195 UBA1 7317 193 CTSL1 1514 193 MAP3K5 4217 193 GYPC 2995 191 GAS1 2619 191 GBP2 2634 190 OGN 4969 190 PMP22 5376 189 LPAR1 1902 189 STK17B 9262 189 FBLN5 10516 188 COL15A1 1306 188 RUVBL2 10856 188 GPM6B 2824 188 MPDU1 9526 187 PSMC3 5702 187 THBS2 7058 186 SEPP1 6414 186 ZFP36L2 678 186 NINJ2 4815 185 F2R 2149 185 CFD 1675 185 ID3 3399 185 SDCBP 6386 184 PLEKHO2 80301 184 PTGER4 5734 184 C17orf91 84981 182 NUAK1 9891 182 IGF1 3479 181 CILP 8483 181 ARMCX1 51309 181 PDGFRA 5156 181 YWHAE 7531 179 LPHN2 23266 179 PPARG 5468 179 TAGLN 6876 178 KIF4A 24137 178 AKR1C1 1645 178 EHMT2 10919 177 FOXA1 3169 177 PPP1CA 5499 177 FBN1 2200 176 BHLHE40 8553 176 CCL2 6347 176 SGK1 6446 175 LPL 4023 175 CCNB1 891 174 SRCAP 10847 174 ARL6IP5 10550 174 LCP2 3937 174 CNN1 1264 173 DVL3 1857 173 MXD4 10608 173 GAPDH 2597 173 AGPAT1 10554 173 BNIP2 663 173 ACVR1 90 172 MMP3 4314 172 ASNA1 439 172 PTTG1 9232 172 MID1 4281 171 TXNIP 10628 170 VCAN 1462 169 AKT3 10000 169 CAB39 51719 169 AKR1C2 1646 169 FBLN1 2192 168 EPB41L2 2037 168 HOXA1 3198 168 GFPT2 9945 167 ACTR3 10096 167 SEC23A 10484 167 COPZ1 22818 166 DKK3 27122 166 AIF1 199 166 NOX4 50507 166 MYH9 4627 166 PLCL2 23228 166 SYNGR2 9144 166 POP7 10248 165 ARL4A 10124 164 CKLF 51192 164 AIM2 9447 164 ATP6V1G1 9550 163 TNFAIP6 7130 163 CRK 1398 163 ACTB 60 162 HPN 3249 162 MAD2L1 4085 161 PCK2 5106 161 FAM3C 10447 161 S100A10 6281 161 ACLY 47 160 TDG 6996 160 CREG1 8804 160 PRKD1 5587 160 TGFBI 7045 159 IGFBP4 3487 159 INPP1 3628 159 DACT1 51339 158 AEBP1 165 158 CAD 790 158 HN1 51155 157 PLEC 5339 157 AHR 196 157 SOD3 6649 157 MTA1 9112 157 COL8A2 1296 156 ALOX5AP 241 156 TPM1 7168 156 CYB561 1534 156 PDGFRB 5159 156 EIF2C2 27161 155 COL1A2 1278 155 CYR61 3491 155 FYN 2534 155 TIMELESS 8914 155 MMP11 4320 155 IL6ST 3572 155 GTPBP2 54676 154 RAI14 26064 154 MFAP5 8076 154 ANGPT1 284 154 PDE1A 5136 154 ELK3 2004 153 SLC29A1 2030 153 ZEB1 6935 153 PIM1 5292 153 COL5A1 1289 152 BCL2L1 598 152 CD36 948 152 PMVK 10654 152 EMILIN1 11117 151 EBP 10682 151 SPON2 10417 151 PLP2 5355 150 NOSIP 51070 150 COL18A1 80781 150 CA12 771 150 NFIB 4781 150 CSF2RB 1439 149 CALU 813 149 LOX 4015 149 MAP3K2 10746 148 C21orf33 8209 148 TNFAIP3 7128 148 LTF 4057 148 CCL5 6352 147 TSPAN13 27075 147 DPP4 1803 147 FOXM1 2305 147 ARHGEF16 27237 147 BTN2A1 11120 147 SCG5 6447 147 SATB1 6304 146 CLCN7 1186 146 KIAA0100 9703 146 PBX1 5087 146 COMP 1311 145 ABHD2 11057 145 PTPRC 5788 145 HEXB 3074 145 GATA3 2625 145 ADH5 128 145 RBBP4 5928 145 IL32 9235 144 FZD7 8324 144 TNFRSF1A 7132 144 AXL 558 143 NA 283824 143 FKBP8 23770 142 SPRY2 10253 142 PRDX2 7001 142 DHPS 1725 142 RPL18 6141 142 CTPS 1503 141 TNC 3371 141 TSPAN7 7102 141 USP25 29761 141 LHFPL2 10184 141 PEBP1 5037 141 FURIN 5045 140 ARPC5 10092 140 SLC12A7 10723 140 EEF1A1 1915 140 SDC4 6385 140 SUV39H1 6839 140 PRCC 5546 140 HSPB1 3315 139 CLK1 1195 139 SHFM1 7979 139 TFDP1 7027 139 CCNB2 9133 139 WISP2 8839 139 NID2 22795 139 CRY1 1407 137 CDIPT 10423 137 CAP1 10487 137 SEMA3C 10512 137 LSM5 23658 137 TAP1 6890 137 KHDRBS3 10656 137 ACTN1 87 136 CD34 947 136 CDH5 1003 135 CELSR3 1951 135 MTHFD2 10797 135 BRD2 6046 135 CCNF 899 135 SCAMP3 10067 135 NCK1 4690 135 CCPG1 9236 134 SLC7A5 8140 134 ABCG1 9619 133 POSTN 10631 133 APOC1 341 133 CLEC11A 6320 133 ELN 2006 132 SEC23IP 11196 132 LPCAT3 10162 132 CLDN8 9073 132 SEC22A 26984 131 UBA2 10054 131 STK38L 23012 131 IQGAP2 10788 131 RNH1 6050 131 GADD45B 4616 130 ARID5A 10865 130 BMP1 649 130 VEGFC 7424 130 ICOS 29851 130 ADM 133 130 TCF7L1 83439 130 PRPF6 24148 129 BZRAP1 9256 129 TP53I11 9537 129 LRRFIP1 9208 129 HNMT 3176 129 ALDH1A3 220 129 ALDH3A2 224 129 SIDT2 51092 129 RRP1B 23076 128 CDC7 8317 128 MITF 4286 128 GARS 2617 127 SLC2A1 6513 127 NA 1231 127 SLIT3 6586 127 RGS5 8490 127 CD151 977 126 THBD 7056 126 PTN 5764 126 CORIN 10699 125 DHX38 9785 125 SELENBP1 8991 125 MBTPS1 8720 125 PTPRK 5796 124 RBL1 5933 124 EPAS1 2034 124 CTSH 1512 124 AKR1C3 8644 124 SAT1 6303 124 CDK17 5128 124 PPP2R4 5524 123 CGA 1081 123 TBX3 6926 123 LEPR 3953 123 PMEPA1 56937 122 GFER 2671 122 SMC5 23137 122 PCNA 5111 122 FMO3 2328 122 ACACB 32 122 SDCCAG1 9147 122 ENC1 8507 121 ITGB5 3693 121 RABEP1 9135 121 HSPA13 6782 121 RABEP2 79874 121 HIVEP2 3097 120 FN1 2335 120 PLN 5350 120 KPNA2 3838 120 ACO1 48 119 TPD52 7163 119 KPNA6 23633 118 CPE 1363 118 CHST11 50515 118 CCRL1 51554 118 TOP2A 7153 118 IFI35 3430 117 PDLIM3 27295 117 MYO1F 4542 116 RAC2 5880 115 PTPN11 5781 115 JUNB 3726 115 KRT5 3852 115 PLOD2 5352 115 GOLM1 51280 115 KDM5C 8242 115 PTPRB 5787 114 CXCL1 2919 114 IDO1 3620 113 PRPS1 5631 113 CITED2 10370 113 SCO2 9997 113 STMN1 3925 113 SIGMAR1 10280 113 COL4A1 1282 112 CTNND1 1500 112 SOX4 6659 112 LSP1 4046 112 MATN3 4148 112 PLCB3 5331 112 NEDD9 4739 112 GSTM5 2949 112 PLK2 10769 112 CXCL11 6373 111 C1QB 713 111 RPS4X 6191 111 MARCKSL1 65108 111 CTSD 1509 111 DIRAS3 9077 111 CFL1 1072 111 IL6 3569 110 ETS2 2114 110 HS3ST3A1 9955 110 NOP16 51491 110 FUT4 2526 110 BMP2K 55589 110 PLAUR 5329 110 NINJ1 4814 110 KIAA0247 9766 109 RBMX2 51634 109 UGCG 7357 109 CUL5 8065 108 ARHGAP29 9411 108 ARHGEF3 50650 108 FGF12 2257 107 ATF5 22809 107 INHBA 3624 107 PCDH1 5097 107 PAX8 7849 107 TFPI 7035 107 NCK2 8440 107 MMP9 4318 106 ZNF395 55893 106 FILIP1L 11259 105 C14orf1 11161 105 HMGN4 10473 105 COG2 22796 104 ASNS 440 104 RP2 6102 104 TIMM8B 26521 104 DRD2 1813 104 HNRNPA2B1 3181 104 CDC6 990 104 KRT19 3880 104 LAMC1 3915 104 FGF2 2247 103 S100A11 6282 103 TOPORS 10210 103 WIPI2 26100 103 FAM168A 23201 103 ID2 3398 103 TGFBR3 7049 103 MRPS31 10240 102 KCNMB1 3779 102 HDAC4 9759 101 RAPGEF3 10411 101 TNFSF4 7292 101 KRT14 3861 101 CROT 54677 101 APOE 348 101 HAS2 3037 101 CDC25A 993 101 SLPI 6590 101 LPAR2 9170 100 PFKP 5214 100 PNP 4860 100 AOX1 316 100 NUDT2 318 100 ETV6 2120 99 CCRN4L 25819 99 SUPT16H 11198 99 CDH1 999 99 SLC25A11 8402 99 PTGIS 5740 99 C5AR1 728 98 GALT 2592 98 TXNRD1 7296 98 SMC1A 8243 97 TOM1 10043 97 MCM5 4174 97 PTPN22 26191 96 CD244 51744 96 RAB13 5872 96 UNG 7374 96 STC2 8614 96 PPL 5493 96 PNOC 5368 96 EXT1 2131 95 HMGCR 3156 95 PAK3 5063 95 CXCR7 57007 94 SHC1 6464 94 MAPK3 5595 93 ERLIN2 11160 93 SLC7A1 6541 93 TP53 7157 93 VPS4A 27183 93 PIGB 9488 93 POLR1C 9533 93 IFIT2 3433 93 MEST 4232 93 TUBA1B 10376 93 GABARAPL2 11345 92 ABCB8 11194 92 TNFRSF12A 51330 92 MSC 9242 92 PGRMC2 10424 92 NBEA 26960 92 CDK4 1019 92 CCT7 10574 92 SQSTM1 8878 92 SNX10 29887 92 RPL13A 23521 92 EYA2 2139 91 ERCC1 2067 91 THBS1 7057 91 PTMA 5757 91 RRAD 6236 91 G6PD 2539 91 FLT3LG 2323 91 SREBF2 6721 91 BPGM 669 90 NPRL2 10641 90 CD27 939 90 WIF1 11197 90 UMPS 7372 90 YAF2 10138 90 PDK3 5165 90 BST1 683 90 SVIL 6840 90 PTCH1 5727 90 PGRMC1 10857 90 CHST5 23563 89 NPR3 4883 89 NUDT3 11165 89 GGA3 23163 89 ANKMY2 57037 89 UNC119 9094 89 MTMR4 9110 89 MED14 9282 88 SCD 6319 88 MGST2 4258 88 PIR 8544 88 TIMP1 7076 87 ERCC5 2073 87 IARS 3376 87 GOT1 2805 87 AMIGO2 347902 87 WDR45 11152 87 IKBKE 9641 87 RAE1 8480 87 EIF4EBP1 1978 86 IDI1 3422 86 NRAS 4893 86 NFKBIA 4792 86 E2F3 1871 86 DAPK1 1612 86 IFIT3 3437 86 CPSF4 10898 85 SCRG1 11341 85 WBP4 11193 85 JAG1 182 85 RBP4 5950 85 WEE1 7465 85 FEZ2 9637 84 CBX5 23468 84 IVNS1ABP 10625 84 ABCA3 21 84 COPA 1314 84 BTD 686 84 STOM 2040 84 BAG5 9529 83 TINF2 26277 83 CKS1B 1163 83 BYSL 705 83 RPP38 10557 83 ZNF212 7988 83 PSMA6 5687 83 OXTR 5021 83 FXR2 9513 82 CTNNAL1 8727 82 GSK3A 2931 82 ARHGAP6 395 82 C6 729 82 LMNA 4000 82 PCF11 51585 82 NUP153 9972 81 RCAN1 1827 81 ACTG2 72 81 CHORDC1 26973 81 CNIH 10175 81 UCHL1 7345 81 LRRC6 23639 81 ITGB4 3691 80 BTN3A2 11118 80 L1CAM 3897 80 IL1B 3553 80 CCL13 6357 80 ACSL3 2181 79 RPL4 6124 79 FARS2 10667 78 HERPUD1 9709 78 SRPX2 27286 78 PKIG 11142 78 POLD3 10714 78 EPOR 2057 78 GLMN 11146 78 COLEC12 81035 78 PLCL1 5334 78 KAL1 3730 77 PPP1R13L 10848 77 PODXL 5420 77 EHD3 30845 77 CHI3L2 1117 77 C8orf4 56892 77 ST6GALNAC2 10610 77 MED27 9442 76 CDK2 1017 76 FHL2 2274 75 LIPG 9388 75 NAMPT 10135 75 RASSF1 11186 75 TNFSF10 8743 75 LAMA4 3910 75 LIF 3976 75 OSBPL1A 114876 75 PCYT2 5833 75 ZNF365 22891 74 AASS 10157 74 SLC5A5 6528 74 PSG1 5669 74 PAWR 5074 73 CSDE1 7812 73 SQRDL 58472 73 ITGAM 3684 73 FADS1 3992 72 XRCC4 7518 72 ELF3 1999 72 PIK3R1 5295 72 HBEGF 1839 71 RAB4B 53916 71 IFIT1 3434 71 RARRES3 5920 71 PPP3CB 5532 71 GOLIM4 27333 70 RYBP 23429 70 MAPRE2 10982 70 DDIT3 1649 70 SCG2 7857 70 AGTR1 185 69 DDX21 9188 69 CST6 1474 69 HNRNPH3 3189 69 ARHGEF5 7984 69 SEC14L2 23541 69 RPS3 6188 69 IFITM3 10410 68 SKIL 6498 68 TRIB3 57761 68 SSR1 6745 68 TGM1 7051 68 COPB1 1315 68 ASAH1 427 68 RAB27B 5874 68 RQCD1 9125 68 STC1 6781 68 HLA-A 3105 67 GPC1 2817 67 INSIG1 3638 67 PHLDA2 7262 67 SAP18 10284 67 DAP3 7818 66 CDK7 1022 66 CKAP4 10970 66 GRK5 2869 66 UQCR10 29796 66 LDLR 3949 66 CDK18 5129 66 CRLF1 9244 65 PIGN 23556 65 GNPDA1 10007 65 KIF1B 23095 65 FSTL3 10272 64 WISP1 8840 64 PLA1A 51365 64 NRCAM 4897 64 CDK20 23552 63 SLC35B1 10237 63 GPR126 57211 63 RB1 5925 63 TF 7018 63 NCOA3 8202 63 FAH 2184 62 ODC1 4953 62 RAMP1 10267 62 JAG2 3714 62 EP300 2033 61 SMAD2 4087 61 SOS2 6655 61 NAV2 89797 61 E2F5 1875 61 PDP1 54704 61 GTF2B 2959 60 PWP1 11137 60 RBL2 5934 60 MRPL4 51073 60 PRKD2 25865 60 HSPA4 3308 60 VAPB 9217 60 DENND4A 10260 60 MST1 4485 60 ESM1 11082 59 CHMP2B 25978 59 MBD1 4152 59 PGF 5228 59 CEBPD 1052 59 TNFAIP2 7127 59 AUTS2 26053 58 GCN1L1 10985 58 LSR 51599 58 HK1 3098 57 ATG3 64422 57 PILRA 29992 57 MSR1 4481 57 PCDH7 5099 57 EIF1 10209 56 HMGN2 3151 56 APH1A 51107 56 CPD 1362 56 MFNG 4242 56 NOL3 8996 56 HES1 3280 55 CDKN2A 1029 55 ARNTL 406 55 PUS1 80324 55 RNASE1 6035 55 STOML2 30968 55 NR2F2 7026 55 PIGC 5279 55 CCDC85B 11007 54 CLU 1191 54 EXOSC2 23404 54 CLDN4 1364 54 S100A1 6271 54 ME1 4199 54 LTA 4049 54 PPFIBP2 8495 54 GTF2H2 2966 53 IL1RAP 3556 53 PDGFA 5154 53 IDH2 3418 53 TOB1 10140 53 PHF3 23469 53 COL7A1 1294 52 N6AMT1 29104 52 BUD31 8896 52 SAMD4A 23034 52 LEFTY2 7044 52 PDZK1IP1 10158 52 PCSK6 5046 52 SASH1 23328 52 NPTX2 4885 52 AXIN1 8312 51 KRT38 8687 51 GCNT1 2650 51 B3GALNT1 8706 51 RGS4 5999 51 C19orf57 79173 51 JAK2 3717 50 IPO7 10527 50 GTF3A 2971 49 MXI1 4601 49 CDHR5 53841 49 CXCL3 2921 49 IMPA2 3613 49 ARNT2 9915 49 IER3 8870 48 CDRT1 374286 48 UBIAD1 29914 48 NBR2 10230 48 HLA-DOA 3111 48 SERPINF2 5345 48 SEPT4 5414 48 GNB2L1 10399 47 RNF24 11237 47 TOM1L1 10040 47 LYPD1 116372 47 HOXA2 3199 47 NUP50 10762 46 ETV5 2119 46 GSTM3 2947 46 FUBP1 8880 46 CCL7 6354 46 SSBP2 23635 46 DLC1 10395 45 GRB10 2887 45 CAPN9 10753 45 LIMK2 3985 45 MKL1 57591 45 HIST1H2AI 8329 45 ZNF142 7701 45 MIPEP 4285 45 HMOX1 3162 44 ADAMTS6 11174 44 MAP2K3 5606 44 TCEA1 6917 44 NFATC1 4772 44 GPRC5A 9052 44 PRODH 5625 44 P2RX6 9127 44 FGF5 2250 43 CDH4 1002 43 SKAP1 8631 43 TFDP2 7029 43 PTPN13 5783 43 ACOX3 8310 42 ADAM19 8728 42 TPPP3 51673 42 BAMBI 25805 42 SLC1A4 6509 42 RUNX1 861 42 STRAP 11171 42 CPA4 51200 42 ZMYM2 7750 41 PTHLH 5744 41 DDIT4 54541 41 NUDT21 11051 41 INSR 3643 41 ADORA2B 136 41 BMP2 650 41 CCNC 892 41 LCN2 3934 41 PSG4 5672 41 CKB 1152 40 FLRT1 23769 40 ANK3 288 40 CDC16 8881 40 CBS 875 39 ATP6V0A2 23545 39 TP63 8626 39 ANGPT2 285 39 SOCS1 8651 39 PPA1 5464 39 ALDOC 230 38 C5 727 38 HS3ST2 9956 37 TAF13 6884 37 NPAS2 4862 37 NET1 10276 37 PAX9 5083 37 CFB 629 37 GOLGA4 2803 36 ARHGEF18 23370 36 TBR1 10716 36 MRPL48 51642 36 PLA2G4C 8605 36 PLEK2 26499 36 CREM 1390 36 CDK5RAP2 55755 36 CEACAM6 4680 36 NFE2L1 4779 36 DLX2 1746 35 CLCF1 23529 35 SRF 6722 35 LMO7 4008 35 LHX2 9355 35 NRIP1 8204 35 CHERP 10523 35 SC5DL 6309 34 QPCT 25797 34 RBP1 5947 34 UAP1 6675 34 CNPY3 10695 34 CXCL6 6372 34 GSTM1 2944 34 CNTNAP1 8506 34 TACSTD2 4070 34 GRHPR 9380 33 BAI3 577 33 PTPRR 5801 33 E2F4 1874 33 CSF1 1435 33 ZFP161 7541 33 PDIA5 10954 33 PTGS1 5742 32 ACTA1 58 32 PLP1 5354 32 PADI3 51702 32 CDK5R1 8851 32 HMGA1 3159 31 SIK1 150094 31 ST8SIA4 7903 31 NELL1 4745 31 AMACR 23600 31 CAMK2D 817 31 OAZ3 51686 31 SLC6A11 6538 30 MT3 4504 29 MASP2 10747 29 OSGIN1 29948 29 EPHA2 1969 29 CRYAA 1409 29 HNRPDL 9987 29 FKBP1B 2281 29 ABO 28 29 STK38 11329 29 NAB2 4665 29 KRT4 3851 29 GATA4 2626 28 GMEB1 10691 28 PTPRH 5794 28 TGM4 7047 28 AREG 374 28 SLC7A11 23657 27 RASAL2 9462 27 SPI1 6688 27 CTH 1491 26 FLG 2312 26 GJB1 2705 26 BFSP1 631 26 RAPGEF2 9693 25 NEU3 10825 25 EEF1G 1937 25 ATP2B2 491 25 SLC20A1 6574 25 POU2F2 5452 25 SRRM1 10250 24 INPP4B 8821 24 CST4 1472 24 ETS1 2113 23 ATP2A1 487 23 IVL 3713 23 HOXA3 3200 23 PKLR 5313 23 HEYL 26508 22 GTF3C4 9329 22 GPR37L1 9283 22 CCNA1 8900 22 CD1A 909 22 FOXD1 2297 21 TGM5 9333 21 KLK11 11012 21 HMGB1 3146 21 CNKSR1 10256 21 HCN4 10021 20 CCL27 10850 20 PHLDA1 22822 20 GSR 2936 18 TGFA 7039 18 KANK1 23189 18 C7orf16 10842 18 LBX1 10660 18 ARID3B 10620 18 CBX2 84733 17 GUCY2F 2986 17 GDF5 8200 17 CDC42 998 17 PARD6B 84612 17 PCDHGC3 5098 17 WISP3 8838 16 KCNQ4 9132 16 VTN 7448 16 SH3BP2 6452 16 LRP4 4038 16 HSF2BP 11077 15 IL9 3578 15 NGF 4803 15 FGF6 2251 15 VIL1 7429 15 GPR45 11250 14 GDNF 2668 14 SLC22A7 10864 14 PLA2R1 22925 14 PAPPA 5069 14 CEACAM5 1048 14 CLDN1 9076 14 NAT6 24142 14 PEG3 5178 13 BDNF 627 12 RGS17 26575 12 SYNGR4 23546 12 PCDH9 5101 12 CDSN 1041 12 PMP2 5375 12 FSCN2 25794 11 GALR1 2587 11 BDKRB2 624 11 MUC6 4588 10 OSM 5008 10 B3GALT2 8707 10 IL11 3589 9 IL12A 3592 9 EGF 1950 9 CDH6 1004 9 OR10H2 26538 9 IL1RN 3557 9 SLC22A6 9356 9 STAMBPL1 57559 9 GCM2 9247 8 CYSLTR1 10800 8 SPINK5 11005 8 ITIH3 3699 8 PAGE4 9506 8 HRH2 3274 8 CEACAM7 1087 8 SEMA3A 10371 8 MYOZ2 51778 8 TSPAN2 10100 7 PRPS1L1 221823 7 AKR1B10 57016 7 CYP24A1 1591 6 GABRB1 2560 6 GPR75 10936 6 KCNA3 3738 6 MUC4 4585 6 MYOT 9499 6 TCF21 6943 6 CDKN2B 1030 5 TPO 7173 5 DDX43 55510 4 E2F2 1870 3 POU3F1 5453 3 INSL6 11172 3 NFKBIL2 4796 3 DSCR4 10281 2 KLRA1 10748 2 TG 7038 2 TGFBR1 7046 1 Pathway: TNFA Gene Symbol Entrez ID Hubness GMFG 9535 201 SNRPG 6637 200 ANXA1 301 197 RCBTB2 1102 188 RPS7 6201 181 FAS 355 181 TNFAIP8 25816 180 ADRB2 154 179 BHLHE40 8553 177 VCAM1 7412 176 GNG11 2791 171 S100A4 6275 170 CSF2RB 1439 170 LST1 7940 170 SHFM1 7979 169 AIF1 199 167 CD69 969 167 OPTN 10133 167 CCL5 6352 165 SOD2 6648 163 C10orf10 11067 163 ENPP2 5168 162 RPS20 6224 160 TNFRSF1B 7133 160 RPS23 6228 159 EMP3 2014 157 SEC61B 10952 156 BIRC2 329 156 CCR1 1230 155 GBP2 2634 155 STIP1 10963 155 LTB 4050 154 F13A1 2162 154 RPL31 6160 153 ATP5J 522 153 ATP5I 521 153 IL32 9235 152 ARPC1B 10095 152 PPP2R1A 5518 151 IL7R 3575 151 PTTG1 9232 149 DFNA5 1687 149 IFNAR2 3455 148 PRRG1 5638 146 ATP5O 539 146 CX3CL1 6376 146 HCLS1 3059 146 FLRT2 23768 145 SGK1 6446 144 TLE4 7091 144 BCL2A1 597 144 MMP3 4314 144 ICAM3 3385 144 CCL2 6347 143 ITGB2 3689 143 IL15RA 3601 143 RPL21 6144 142 PTBP1 5725 141 TIMM17B 10245 141 KIT 3815 139 PPAP2A 8611 139 C4orf27 54969 139 EIF3F 8665 139 TXN 7295 138 COX7C 1350 138 IFNGR2 3460 138 GSTP1 2950 138 DDR1 780 137 BIRC3 330 137 CASP4 837 137 FNBP1 23048 137 MMP2 4313 137 TMSB10 9168 136 IL7 3574 136 UBE2C 11065 135 SYNPO 11346 135 NFKBIE 4794 134 NDUFS5 4725 134 DPM1 8813 134 SEPW1 6415 133 CXCL10 3627 133 KLF6 1316 133 PSMB10 5699 132 PLP2 5355 132 BTG3 10950 132 ARMCX1 51309 132 GFPT2 9945 132 HLA-DQB1 3119 132 PSME2 5721 131 TAGLN2 8407 131 RNASEN 29102 131 UBA2 10054 131 CKS2 1164 131 NDUFS6 4726 131 RPL10A 4736 130 PNRC1 10957 130 WDR3 10885 130 ATP6V1F 9296 129 CCL21 6366 129 STAT4 6775 129 LARS2 23395 128 PCBP2 5094 128 CLEC2B 9976 128 SELP 6403 127 RPS10 6204 127 PDZD2 23037 127 CXCL11 6373 127 PDCD5 9141 127 CAD 790 126 ERG 2078 126 EMP1 2012 126 HMGN3 9324 126 UBD 10537 125 WARS 7453 125 PICALM 8301 125 PSMA2 5683 124 UQCRH 7388 124 FBL 2091 124 PRKAG1 5571 123 NDUFB6 4712 123 GABARAP 11337 123 HSPBAP1 79663 123 SH3BP4 23677 123 RPS3A 6189 122 CPA3 1359 122 MRPL12 6182 122 IRAK1 3654 122 GPX4 2879 122 GCH1 2643 121 GDI2 2665 121 CFLAR 8837 121 DYRK4 8798 121 GPS2 2874 121 CCL18 6362 120 AKT1 207 120 CHST2 9435 120 RPL27 6155 119 RPL30 6156 119 RNH1 6050 119 SUMO1 7341 119 TKT 7086 119 RPS19 6223 118 POLR2H 5437 118 RPL10 6134 118 ALDH1A3 220 118 RPS12 6206 117 RAB32 10981 117 TMBIM6 7009 117 PLAU 5328 117 STAT5A 6776 117 ETS2 2114 117 CLK1 1195 117 DDX56 54606 116 AHCY 191 116 KRT14 3861 116 MRPL39 54148 116 RPA3 6119 115 NDUFB3 4709 115 NDUFA7 4701 115 RNF19A 25897 115 EIF3G 8666 115 INHBC 3626 115 RPL39 6170 114 GINS2 51659 114 FBN1 2200 114 CDC34 997 114 G0S2 50486 114 ANGPT1 284 114 NCK1 4690 114 MCM7 4176 113 WTAP 9589 113 EEF2 1938 113 AATF 26574 113 CYC1 1537 113 RPS5 6193 112 SUV39H1 6839 112 SRPR 6734 112 NME1 4830 111 MT1H 4496 111 GUK1 2987 111 CCND1 595 111 ABCG1 9619 111 GEM 2669 111 PTX3 5806 110 NDUFS4 4724 110 EZR 7430 110 SMARCB1 6598 109 PSMB5 5693 109 CYR61 3491 109 ENOX2 10495 109 COL3A1 1281 109 HMGB2 3148 109 IGFBP4 3487 109 PDLIM4 8572 108 VEGFA 7422 108 LDHB 3945 108 ACLY 47 107 IL18R1 8809 107 MAP1B 4131 107 MRPL13 28998 107 RPS6 6194 106 TCEB2 6923 106 TXNL4A 10907 106 RYK 6259 106 NUDT1 4521 106 TSPAN3 10099 104 IGFBP2 3485 104 CMPK1 51727 104 KIAA0101 9768 104 GSK3B 2932 104 MATN2 4147 104 RTF1 23168 104 SLCO2B1 11309 103 PHLDA3 23612 103 RABAC1 10567 103 ICAM1 3383 103 PDE9A 5152 103 OSBP 5007 103 SEC61G 23480 102 ATP5G2 517 102 PTRH2 51651 102 SERPINH1 871 102 RPL9 6133 101 DGKZ 8525 101 NME3 4832 101 GGCX 2677 101 CTGF 1490 101 UGP2 7360 101 PSMB8 5696 100 EBP 10682 100 ALMS1 7840 100 LPL 4023 100 ADD3 120 100 PSMB7 5695 99 ANXA8L2 244 99 TOLLIP 54472 98 MAP3K7 6885 98 TMEM147 10430 98 PIR 8544 97 COX7A2 1347 97 KDM4B 23030 97 HSD17B10 3028 97 HSPA1A 3303 97 SNRPA1 6627 97 SPR 6697 96 MAN2A1 4124 96 CBR3 874 96 CD40LG 959 96 FXYD1 5348 96 ACSL3 2181 96 DDX3X 1654 96 S100A6 6277 95 ATP5G1 516 95 KRT7 3855 95 FAU 2197 95 PPIA 5478 94 UGCG 7357 94 ERGIC3 51614 94 RELB 5971 94 DCTN3 11258 94 HLF 3131 94 TAPBP 6892 93 RPL18 6141 93 IER2 9592 93 UBASH3A 53347 93 HDLBP 3069 93 COPS2 9318 93 FPGT 8790 93 SRP19 6728 92 PDPN 10630 92 CD59 966 92 APOL3 80833 92 STRA13 201254 92 CEP170 9859 92 IRX5 10265 92 ATP6V1C1 528 92 MAPK6 5597 92 SKP1 6500 91 PRDX2 7001 91 CAPG 822 91 C2orf3 6936 91 CD79A 973 91 S100A11 6282 90 PSMA5 5686 90 CASP7 840 90 KNTC1 9735 90 NBAS 51594 90 COMMD4 54939 90 FRG1 2483 90 NR3C1 2908 90 HNRNPU 3192 89 SLMO2 51012 89 TENC1 23371 89 SGTA 6449 88 QDPR 5860 88 SELE 6401 88 BET1 10282 88 TNIP1 10318 88 CALR 811 88 TRAF1 7185 88 NIPSNAP1 8508 88 ENG 2022 88 MNT 4335 88 HSPB1 3315 87 PDXK 8566 87 RPS15 6209 86 RPS16 6217 86 PTMS 5763 86 BCL3 602 86 VEGFC 7424 86 ABCA2 20 86 IFITM3 10410 86 GGH 8836 86 PPP1R10 5514 85 CDKN1C 1028 85 KIAA0391 9692 85 SORBS3 10174 84 RPL22 6146 84 TEX264 51368 84 SIGMAR1 10280 84 IFIT2 3433 84 PSMG1 8624 84 PRDX1 5052 83 PLAUR 5329 83 IFI27 3429 83 RNF160 26046 83 INPP5E 56623 83 MTMR2 8898 83 THOC1 9984 83 TRADD 8717 83 C2 717 82 FASLG 356 82 BID 637 82 MITF 4286 82 PARN 5073 82 MRPS12 6183 82 TAF9 6880 81 PRKAR2A 5576 80 RPLP2 6181 80 CTNNB1 1499 80 DIRAS3 9077 80 NDUFA4 4697 80 SOD1 6647 79 POLR2F 5435 79 RPL41 6171 79 RPL6 6128 79 RAB13 5872 79 CRABP2 1382 79 MANF 7873 79 ANXA9 8416 79 ITGA5 3678 79 MX1 4599 79 MEIS1 4211 79 STMN1 3925 78 ALDH9A1 223 78 NDUFA6 4700 78 RPL37A 6168 77 RPL38 6169 77 GMFB 2764 77 UBL4A 8266 76 TSPAN6 7105 76 APRT 353 76 ERBB3 2065 76 BCL2L1 598 76 TRIM21 6737 76 ATPIF1 93974 76 HDGF 3068 76 MAGED4B 81557 76 HIF1A 3091 76 RPS15A 6210 75 PSMA3 5684 75 EDC4 23644 75 VPS41 27072 75 LPAR2 9170 75 DENND2A 27147 75 MPZL2 10205 75 CTNNA1 1495 75 RRS1 23212 74 PLN 5350 74 POLR2I 5438 74 RPL12 6136 74 VPS72 6944 74 NEDD8 4738 74 C1QB 713 74 SNRPD2 6633 73 DUSP1 1843 73 IL1B 3553 73 RPS3 6188 72 SEC11A 23478 72 TRAP1 10131 72 PARK7 11315 72 MYH10 4628 72 ADH5 128 72 RPS11 6205 71 TMEM158 25907 71 COX8A 1351 71 TNFRSF10B 8795 71 HBXIP 10542 71 AKAP9 10142 71 SYNJ2 8871 71 TRIB2 28951 71 ITGB4 3691 71 NDUFA13 51079 70 CLIC4 25932 70 ACO1 48 70 CSTB 1476 70 ARHGAP24 83478 70 MRPL2 51069 70 TBC1D4 9882 69 FAM50A 9130 69 CCL13 6357 69 HINT1 3094 69 IL3RA 3563 69 OAZ1 4946 68 VDR 7421 68 RIPK2 8767 68 PLK2 10769 68 NUP93 9688 68 ADAM17 6868 67 SMAD3 4088 67 TGFBR3 7049 66 TTC3 7267 66 KIAA0895 23366 66 SLMO1 10650 66 CCL23 6368 65 DBT 1629 65 PIGP 51227 65 GATA2 2624 65 TARBP2 6895 64 USP8 9101 64 ATF4 468 63 CDC123 8872 63 ARRB1 408 63 CETN2 1069 63 SERPINB9 5272 63 TFF3 7033 63 OS9 10956 63 STX10 8677 62 CXCR7 57007 62 TMEM194A 23306 62 GRB2 2885 62 EXT1 2131 62 THBS1 7057 62 FASTK 10922 62 GNAS 2778 62 ELF3 1999 61 DAPK3 1613 61 NDUFB8 4714 61 TRDMT1 1787 61 GAS2 2620 61 IRF9 10379 60 EIF6 3692 60 RPL23A 6147 59 TCFL5 10732 59 C21orf2 755 59 FANCA 2175 59 F5 2153 59 EVPL 2125 59 CTDSPL 10217 59 RRM1 6240 59 REL 5966 59 RRBP1 6238 59 GSTM5 2949 59 KHNYN 23351 59 DYNLL1 8655 58 RPL27A 6157 58 PCNT 5116 58 DDX5 1655 58 PCLO 27445 57 H2AFV 94239 57 BRWD1 54014 56 COL4A1 1282 56 MT1E 4493 56 GABARAPL2 11345 56 FAM168A 23201 56 HSPE1 3336 56 PSME1 5720 55 ZMYM4 9202 55 CAMTA2 23125 55 S100A1 6271 54 BCS1L 617 54 CELSR2 1952 54 HBEGF 1839 54 LAMA4 3910 54 XKR8 55113 54 TBCA 6902 53 PML 5371 53 PCMT1 5110 53 CD160 11126 53 TAPBPL 55080 53 PTEN 5728 53 FOSL2 2355 53 EML1 2009 53 RPL7A 6130 52 INHBA 3624 52 SDC1 6382 52 JUN 3725 52 SPAG6 9576 52 SRP14 6727 51 SMG1 23049 51 SF3B2 10992 51 USP13 8975 51 KLF7 8609 51 IFITM1 8519 51 OCLN 4950 51 NDUFB7 4713 51 TRIM62 55223 51 TRAF4 9618 50 MBP 4155 50 ZBTB5 9925 50 TMED1 11018 50 DUSP2 1844 50 KDM3A 55818 50 SUPT4H1 6827 49 SLCO3A1 28232 49 PTPN18 26469 49 RBBP8 5932 49 CCL11 6356 49 EFNA1 1942 49 LDLR 3949 49 DAD1 1603 48 SMOX 54498 48 SYNGR3 9143 48 HTR3A 3359 48 GDF10 2662 48 SIRPA 140885 48 TRIM13 10206 47 TRAPPC2L 51693 47 MAPK3 5595 47 MAP2K3 5606 47 NHP2L1 4809 47 FXR2 9513 47 DUSP11 8446 47 CLDN4 1364 46 CSF3 1440 46 PIGR 5284 46 MORC2 22880 46 RPL8 6132 46 SF3B1 23451 46 SH3GL3 6457 45 CTSF 8722 45 DUSP3 1845 45 CHST15 51363 45 RPL32 6161 45 TP53BP2 7159 44 MST1 4485 44 MYL6 4637 44 TARS 6897 44 FN1 2335 44 RPS18 6222 43 SUOX 6821 43 COL6A1 1291 43 RALGAPA1 253959 43 OSMR 9180 43 FZD3 7976 43 DAPK1 1612 43 SEC23B 10483 42 CCNC 892 42 SLC1A2 6506 42 FST 10468 42 CCBL1 883 42 JAG1 182 42 DDAH2 23564 42 TIAL1 7073 42 SPAG8 26206 41 B3GALNT1 8706 41 ANK1 286 41 SSFA2 6744 40 INSIG1 3638 40 EIF3E 3646 40 S100A13 6284 39 CDC42BPA 8476 39 PDK2 5164 39 FOSB 2354 39 MED21 9412 39 IL8 3576 38 ELOVL5 60481 38 CD5 921 38 ARL2 402 38 CCL7 6354 38 MAST3 23031 38 SUB1 10923 38 SMYD3 64754 38 DLEU1 10301 38 HMGN2 3151 38 DLEC1 9940 38 PSMB3 5691 37 REPS1 85021 37 TNFRSF10C 8794 37 URB1 9875 37 ECM1 1893 37 ENTPD3 956 37 GK 2710 37 GRIA2 2891 37 ZHX2 22882 37 MARK3 4140 37 VRK2 7444 36 NRG1 3084 36 RND1 27289 36 NOVA1 4857 36 VDAC3 7419 35 PPP1R2 5504 35 ALCAM 214 35 COL7A1 1294 35 ETV1 2115 35 NFKB2 4791 34 HIP1R 9026 34 NDUFV1 4723 34 TIPARP 25976 34 ARAP1 116985 33 ABCA7 10347 33 JAG2 3714 33 SAMD4A 23034 33 SMAD4 4089 33 DEXI 28955 33 EXOC2 55770 33 EP400 57634 33 SEMA3E 9723 32 SLC22A4 6583 32 QSOX1 5768 32 INADL 10207 32 C21orf7 56911 32 NDUFC2 4718 32 RBM15B 29890 32 FZD2 2535 32 CKB 1152 32 YLPM1 56252 31 TRAF3 7187 31 CASQ2 845 31 NRCAM 4897 31 NAPG 8774 31 MAP3K14 9020 31 ARHGAP1 392 30 IL2RA 3559 30 RGS16 6004 30 VLDLR 7436 30 DDX1 1653 30 EGR3 1960 30 PRG4 10216 29 KIAA0141 9812 29 ZNF12 7559 29 PLCB4 5332 28 UBE4A 9354 28 DAPK2 23604 28 N4BP2L2IT1 116829 28 PMAIP1 5366 28 COLEC11 78989 28 PSMD6 9861 28 CCL20 6364 28 COPB2 9276 28 GTF2H1 2965 28 ANK3 288 26 HAS1 3036 26 SYNM 23336 26 SILV 6490 25 SLC1A1 6505 25 UNC13B 10497 25 WDR4 10785 25 CSF1 1435 25 DEFB4A 1673 25 TFPI2 7980 25 PDGFB 5155 25 ZFYVE9 9372 25 RPL19 6143 24 RAPGEF5 9771 24 FOXF1 2294 24 MAP2K1 5604 24 NFKBIB 4793 24 FXN 2395 24 WASF1 8936 24 HSPA6 3310 24 BRAF 673 23 TGFB2 7042 23 ZNF131 7690 23 PTGES 9536 22 TNFRSF9 3604 22 NRIP1 8204 22 NCL 4691 22 TMF1 7110 21 TOP3B 8940 21 CRHR1 1394 21 SIPA1L1 26037 21 SLC29A2 3177 20 RPL35A 6165 20 BPI 671 20 ELAVL2 1993 20 CD28 940 20 MAFF 23764 20 METAP2 10988 20 SLC30A3 7781 19 POU6F1 5463 19 FOLH1 2346 19 LY6G6C 80740 19 EEF1D 1936 19 HIST1H1D 3007 19 RDH5 5959 18 IGFBP5 3488 18 BIN3 55909 18 CXADR 1525 18 PCP4 5121 18 EFNB3 1949 18 INA 9118 18 GCGR 2642 18 TADA2A 6871 17 KALRN 8997 17 BAX 581 17 KCNQ1 3784 17 HNF4G 3174 17 HMGB1 3146 17 PRKG1 5592 17 MAPK8 5599 16 BDNF 627 16 TNFAIP1 7126 16 FGF3 2248 16 MAMLD1 10046 16 ETS1 2113 16 ARHGAP44 9912 16 NELL2 4753 16 CD80 941 16 SLC12A5 57468 15 EXTL1 2134 15 PPIE 10450 15 PSPH 5723 14 KL 9365 14 NR1I2 8856 14 CNR1 1268 14 MT3 4504 13 ABCA1 19 13 SPICE1 152185 13 NR4A3 8013 13 HRG 3273 13 SEC63 11231 12 SLC39A1 27173 12 EMR3 84658 12 AFF1 4299 12 STEAP4 79689 12 C6orf25 80739 12 CNKSR2 22866 11 EPHA1 2041 11 KLKB1 3818 11 NLGN1 22871 11 PDE6H 5149 11 LY6G6D 58530 11 COG5 10466 11 IL12B 3593 10 MDM4 4194 10 NR0B1 190 10 GAD1 2571 10 HIST1H2BO 8348 10 GRIK1 2897 10 PSG5 5673 10 SCG3 29106 9 THPO 7066 9 KEL 3792 9 CRMP1 1400 9 CDH6 1004 9 NOTCH4 4855 9 LGI1 9211 9 CLTCL1 8218 9 SMARCE1 6605 8 CD70 970 8 ALOX12P2 245 8 PDE8B 8622 8 TRIM9 114088 7 CACNG3 10368 7 PDE8A 5151 7 ELANE 1991 7 RAPSN 5913 7 TBX5 6910 6 APBA1 320 6 COL8A1 1295 6 KLRA1 10748 6 PAEP 5047 6 HS3ST1 9957 6 CBR1 873 6 GFAP 2670 6 PKP2 5318 5 GAL3ST1 9514 5 FLT4 2324 5 TNFSF8 944 5 IFNB1 3456 5 NGF 4803 5 F7 2155 5 GAP43 2596 5 TYRO3 7301 5 SGCA 6442 4 PHKG1 5260 4 LFNG 3955 4 KIAA0087 9808 4 GRM3 2913 4 ALOX12B 242 3 CSF2 1437 3 MYL2 4633 3 CREB5 9586 3 VHL 7428 2 TMSB4X 7114 2 ASIP 434 2 SHH 6469 2 TUBB1 81027 2 G6PC 2538 1