| Dataset | HSC.HSC_Pheno.cls#Group3_versus_Group4.HSC_Pheno.cls#Group3_versus_Group4_repos |
| Phenotype | HSC_Pheno.cls#Group3_versus_Group4_repos |
| Upregulated in class | 3 |
| GeneSet | HALLMARK_TNFA_SIGNALING_VIA_NFKB |
| Enrichment Score (ES) | -0.18423809 |
| Normalized Enrichment Score (NES) | -0.88352853 |
| Nominal p-value | 0.74404764 |
| FDR q-value | 1.0 |
| FWER p-Value | 1.0 |

| SYMBOL | RANK IN GENE LIST | RANK METRIC SCORE | RUNNING ES | CORE ENRICHMENT | |
|---|---|---|---|---|---|
| 1 | Smad3 | 85 | 0.879 | 0.0175 | No |
| 2 | Ccnd1 | 158 | 0.770 | 0.0330 | No |
| 3 | Ifngr2 | 189 | 0.740 | 0.0511 | No |
| 4 | Dusp4 | 240 | 0.708 | 0.0667 | No |
| 5 | Gadd45b | 302 | 0.672 | 0.0804 | No |
| 6 | Myc | 435 | 0.615 | 0.0867 | No |
| 7 | Yrdc | 808 | 0.520 | 0.0707 | No |
| 8 | Dram1 | 902 | 0.502 | 0.0771 | No |
| 9 | Tank | 1186 | 0.456 | 0.0666 | No |
| 10 | Btg3 | 1284 | 0.443 | 0.0710 | No |
| 11 | Nr4a2 | 1351 | 0.434 | 0.0776 | No |
| 12 | Clcf1 | 1408 | 0.426 | 0.0849 | No |
| 13 | Litaf | 1430 | 0.421 | 0.0949 | No |
| 14 | Fut4 | 1485 | 0.416 | 0.1020 | No |
| 15 | Dusp2 | 1513 | 0.413 | 0.1113 | No |
| 16 | Nr4a1 | 1525 | 0.411 | 0.1218 | No |
| 17 | Cflar | 1792 | 0.377 | 0.1105 | No |
| 18 | B4galt5 | 1826 | 0.374 | 0.1182 | No |
| 19 | Ldlr | 2151 | 0.336 | 0.1010 | No |
| 20 | Tlr2 | 2316 | 0.319 | 0.0965 | No |
| 21 | Ier5 | 2322 | 0.319 | 0.1049 | No |
| 22 | Rel | 2332 | 0.319 | 0.1131 | No |
| 23 | Egr1 | 2365 | 0.315 | 0.1192 | No |
| 24 | Zc3h12a | 2371 | 0.315 | 0.1276 | No |
| 25 | Il18 | 2425 | 0.308 | 0.1318 | No |
| 26 | Ier3 | 2453 | 0.305 | 0.1381 | No |
| 27 | Snn | 2553 | 0.297 | 0.1382 | No |
| 28 | Ehd1 | 2564 | 0.297 | 0.1457 | No |
| 29 | Dusp5 | 2727 | 0.286 | 0.1404 | No |
| 30 | Cebpd | 2772 | 0.282 | 0.1446 | No |
| 31 | Atp2b1 | 2833 | 0.277 | 0.1474 | No |
| 32 | Pfkfb3 | 2957 | 0.265 | 0.1447 | No |
| 33 | Ptpre | 3086 | 0.257 | 0.1414 | No |
| 34 | Nfkb2 | 3318 | 0.236 | 0.1290 | No |
| 35 | Gch1 | 3346 | 0.234 | 0.1333 | No |
| 36 | Kynu | 3572 | 0.215 | 0.1209 | No |
| 37 | Klf4 | 3635 | 0.209 | 0.1216 | No |
| 38 | Trib1 | 3649 | 0.209 | 0.1263 | No |
| 39 | Serpinb8 | 3813 | 0.198 | 0.1185 | No |
| 40 | Map3k8 | 4003 | 0.185 | 0.1082 | No |
| 41 | Nfkb1 | 4040 | 0.182 | 0.1103 | No |
| 42 | Zbtb10 | 4132 | 0.175 | 0.1077 | No |
| 43 | Plek | 4241 | 0.166 | 0.1035 | No |
| 44 | Lamb3 | 4457 | 0.150 | 0.0901 | No |
| 45 | B4galt1 | 4495 | 0.147 | 0.0911 | No |
| 46 | Fosb | 4499 | 0.147 | 0.0950 | No |
| 47 | Fosl2 | 4556 | 0.143 | 0.0944 | No |
| 48 | Dennd5a | 4628 | 0.138 | 0.0924 | No |
| 49 | Dusp1 | 4677 | 0.134 | 0.0922 | No |
| 50 | Tnip1 | 5158 | 0.102 | 0.0558 | No |
| 51 | Abca1 | 5193 | 0.099 | 0.0557 | No |
| 52 | Ccnl1 | 5253 | 0.095 | 0.0536 | No |
| 53 | Nfe2l2 | 5277 | 0.093 | 0.0542 | No |
| 54 | Gpr183 | 5519 | 0.076 | 0.0367 | No |
| 55 | Rcan1 | 5547 | 0.075 | 0.0365 | No |
| 56 | Ripk2 | 5740 | 0.060 | 0.0225 | No |
| 57 | Ninj1 | 5835 | 0.052 | 0.0163 | No |
| 58 | Gem | 5849 | 0.051 | 0.0166 | No |
| 59 | Eif1 | 5886 | 0.049 | 0.0150 | No |
| 60 | Relb | 5906 | 0.048 | 0.0148 | No |
| 61 | Sdc4 | 5934 | 0.046 | 0.0139 | No |
| 62 | Socs3 | 6693 | 0.000 | -0.0481 | No |
| 63 | Slc16a6 | 6865 | -0.008 | -0.0619 | No |
| 64 | Irs2 | 7058 | -0.022 | -0.0769 | No |
| 65 | Trip10 | 7129 | -0.027 | -0.0819 | No |
| 66 | Plaur | 7138 | -0.027 | -0.0818 | No |
| 67 | Ifih1 | 7178 | -0.029 | -0.0842 | No |
| 68 | Tiparp | 7230 | -0.033 | -0.0874 | No |
| 69 | Tnfaip3 | 7275 | -0.038 | -0.0900 | No |
| 70 | Efna1 | 7353 | -0.042 | -0.0951 | No |
| 71 | Ifit2 | 7381 | -0.045 | -0.0961 | No |
| 72 | Marcks | 7635 | -0.062 | -0.1151 | No |
| 73 | Il6st | 7652 | -0.064 | -0.1146 | No |
| 74 | Gfpt2 | 7714 | -0.068 | -0.1177 | No |
| 75 | Tap1 | 7723 | -0.069 | -0.1164 | No |
| 76 | Icosl | 7811 | -0.076 | -0.1214 | No |
| 77 | Tnip2 | 7837 | -0.077 | -0.1213 | No |
| 78 | Klf2 | 7955 | -0.087 | -0.1285 | No |
| 79 | Tnfaip2 | 8032 | -0.094 | -0.1321 | No |
| 80 | Sod2 | 8052 | -0.096 | -0.1310 | No |
| 81 | Stat5a | 8120 | -0.100 | -0.1337 | No |
| 82 | Ppp1r15a | 8160 | -0.103 | -0.1340 | No |
| 83 | Kdm6b | 8209 | -0.107 | -0.1350 | No |
| 84 | Nfat5 | 8343 | -0.117 | -0.1426 | No |
| 85 | Sqstm1 | 8384 | -0.121 | -0.1425 | No |
| 86 | Klf6 | 8389 | -0.122 | -0.1394 | No |
| 87 | Bcl6 | 8401 | -0.122 | -0.1369 | No |
| 88 | Rigi | 8473 | -0.128 | -0.1392 | No |
| 89 | Tgif1 | 8507 | -0.130 | -0.1383 | No |
| 90 | Zfp36 | 8620 | -0.140 | -0.1435 | No |
| 91 | Map2k3 | 8784 | -0.156 | -0.1525 | No |
| 92 | Rela | 8791 | -0.157 | -0.1487 | No |
| 93 | Nampt | 8971 | -0.169 | -0.1586 | No |
| 94 | Birc3 | 9072 | -0.176 | -0.1619 | No |
| 95 | Ets2 | 9089 | -0.178 | -0.1582 | No |
| 96 | Pde4b | 9099 | -0.179 | -0.1540 | No |
| 97 | Btg1 | 9195 | -0.188 | -0.1565 | No |
| 98 | Jag1 | 9210 | -0.188 | -0.1525 | No |
| 99 | Nfkbie | 9411 | -0.204 | -0.1631 | No |
| 100 | Pdlim5 | 9413 | -0.204 | -0.1575 | No |
| 101 | Mcl1 | 9437 | -0.206 | -0.1537 | No |
| 102 | Inhba | 9444 | -0.206 | -0.1485 | No |
| 103 | Slc2a3 | 9579 | -0.221 | -0.1533 | No |
| 104 | Icam1 | 9725 | -0.232 | -0.1587 | No |
| 105 | Mxd1 | 9859 | -0.246 | -0.1628 | No |
| 106 | Panx1 | 9927 | -0.253 | -0.1612 | No |
| 107 | Ccrl2 | 9972 | -0.258 | -0.1576 | No |
| 108 | Il15ra | 10216 | -0.279 | -0.1698 | No |
| 109 | Plpp3 | 10394 | -0.296 | -0.1760 | Yes |
| 110 | Pmepa1 | 10399 | -0.297 | -0.1681 | Yes |
| 111 | Ier2 | 10569 | -0.318 | -0.1731 | Yes |
| 112 | Fos | 10616 | -0.322 | -0.1679 | Yes |
| 113 | Tsc22d1 | 10629 | -0.324 | -0.1599 | Yes |
| 114 | Dnajb4 | 10637 | -0.325 | -0.1514 | Yes |
| 115 | Jun | 10678 | -0.331 | -0.1455 | Yes |
| 116 | Bcl3 | 10708 | -0.335 | -0.1386 | Yes |
| 117 | Birc2 | 10710 | -0.335 | -0.1293 | Yes |
| 118 | Bhlhe40 | 10738 | -0.339 | -0.1221 | Yes |
| 119 | Traf1 | 10753 | -0.342 | -0.1138 | Yes |
| 120 | Plk2 | 10803 | -0.349 | -0.1081 | Yes |
| 121 | Rnf19b | 10891 | -0.360 | -0.1052 | Yes |
| 122 | Maff | 11079 | -0.388 | -0.1097 | Yes |
| 123 | Hbegf | 11120 | -0.393 | -0.1021 | Yes |
| 124 | Pnrc1 | 11210 | -0.403 | -0.0981 | Yes |
| 125 | Sat1 | 11297 | -0.417 | -0.0936 | Yes |
| 126 | Vegfa | 11309 | -0.419 | -0.0829 | Yes |
| 127 | Nfkbia | 11343 | -0.424 | -0.0738 | Yes |
| 128 | Klf10 | 11444 | -0.439 | -0.0698 | Yes |
| 129 | Tnfaip8 | 11458 | -0.442 | -0.0585 | Yes |
| 130 | Csf1 | 11473 | -0.446 | -0.0473 | Yes |
| 131 | Junb | 11589 | -0.467 | -0.0437 | Yes |
| 132 | Per1 | 11759 | -0.508 | -0.0434 | Yes |
| 133 | Cd44 | 11804 | -0.524 | -0.0324 | Yes |
| 134 | Klf9 | 12056 | -0.611 | -0.0360 | Yes |
| 135 | Ptger4 | 12110 | -0.640 | -0.0225 | Yes |
| 136 | Irf1 | 12198 | -0.709 | -0.0100 | Yes |
| 137 | Rhob | 12288 | -0.841 | 0.0061 | Yes |

