| Dataset | GMP.GMP.neu_Pheno.cls #Group6_versus_Group8.GMP.neu_Pheno.cls #Group6_versus_Group8_repos |
| Phenotype | GMP.neu_Pheno.cls#Group6_versus_Group8_repos |
| Upregulated in class | 4 |
| GeneSet | HALLMARK_TNFA_SIGNALING_VIA_NFKB |
| Enrichment Score (ES) | 0.2228548 |
| Normalized Enrichment Score (NES) | 0.98204046 |
| Nominal p-value | 0.4742268 |
| FDR q-value | 0.92204803 |
| FWER p-Value | 1.0 |

| SYMBOL | RANK IN GENE LIST | RANK METRIC SCORE | RUNNING ES | CORE ENRICHMENT | |
|---|---|---|---|---|---|
| 1 | Vegfa | 73 | 0.978 | 0.0190 | Yes |
| 2 | Spsb1 | 80 | 0.973 | 0.0413 | Yes |
| 3 | Inhba | 93 | 0.946 | 0.0626 | Yes |
| 4 | Klf4 | 126 | 0.901 | 0.0818 | Yes |
| 5 | Olr1 | 285 | 0.754 | 0.0914 | Yes |
| 6 | Kdm6b | 339 | 0.720 | 0.1054 | Yes |
| 7 | Ccrl2 | 445 | 0.678 | 0.1158 | Yes |
| 8 | Sat1 | 926 | 0.557 | 0.1046 | Yes |
| 9 | Bhlhe40 | 1136 | 0.524 | 0.1062 | Yes |
| 10 | Fosl2 | 1224 | 0.513 | 0.1137 | Yes |
| 11 | Tnfsf9 | 1345 | 0.498 | 0.1192 | Yes |
| 12 | Phlda1 | 1471 | 0.482 | 0.1241 | Yes |
| 13 | Trib1 | 1523 | 0.476 | 0.1326 | Yes |
| 14 | Per1 | 1582 | 0.471 | 0.1406 | Yes |
| 15 | Nr4a1 | 1642 | 0.464 | 0.1483 | Yes |
| 16 | Dram1 | 1728 | 0.457 | 0.1547 | Yes |
| 17 | Btg2 | 1729 | 0.457 | 0.1653 | Yes |
| 18 | Zc3h12a | 1766 | 0.451 | 0.1739 | Yes |
| 19 | Egr1 | 1811 | 0.445 | 0.1820 | Yes |
| 20 | Irs2 | 1838 | 0.442 | 0.1909 | Yes |
| 21 | Fosb | 1839 | 0.441 | 0.2012 | Yes |
| 22 | Rigi | 1941 | 0.432 | 0.2061 | Yes |
| 23 | Trip10 | 2013 | 0.424 | 0.2123 | Yes |
| 24 | Jag1 | 2035 | 0.421 | 0.2210 | Yes |
| 25 | F3 | 2233 | 0.396 | 0.2203 | Yes |
| 26 | Maff | 2723 | 0.361 | 0.2041 | Yes |
| 27 | Pfkfb3 | 2864 | 0.352 | 0.2052 | Yes |
| 28 | Socs3 | 2926 | 0.346 | 0.2101 | Yes |
| 29 | Tnfaip8 | 3184 | 0.331 | 0.2049 | Yes |
| 30 | Fos | 3289 | 0.323 | 0.2071 | Yes |
| 31 | Pdlim5 | 3379 | 0.321 | 0.2101 | Yes |
| 32 | Atf3 | 3425 | 0.317 | 0.2152 | Yes |
| 33 | Lamb3 | 3518 | 0.312 | 0.2178 | Yes |
| 34 | Rnf19b | 3600 | 0.304 | 0.2207 | Yes |
| 35 | Serpinb8 | 3696 | 0.298 | 0.2229 | Yes |
| 36 | Nfkbie | 3902 | 0.280 | 0.2190 | No |
| 37 | Kynu | 4107 | 0.266 | 0.2149 | No |
| 38 | Nfat5 | 4365 | 0.251 | 0.2078 | No |
| 39 | Zbtb10 | 4631 | 0.236 | 0.1999 | No |
| 40 | Plk2 | 4663 | 0.234 | 0.2038 | No |
| 41 | Cflar | 4857 | 0.223 | 0.1992 | No |
| 42 | Tnf | 5052 | 0.211 | 0.1944 | No |
| 43 | Zfp36 | 5118 | 0.208 | 0.1959 | No |
| 44 | Dnajb4 | 5141 | 0.206 | 0.1996 | No |
| 45 | Cebpb | 5167 | 0.205 | 0.2031 | No |
| 46 | B4galt1 | 5235 | 0.202 | 0.2044 | No |
| 47 | Sgk1 | 5326 | 0.199 | 0.2044 | No |
| 48 | Icam1 | 5433 | 0.197 | 0.2037 | No |
| 49 | Nr4a3 | 5562 | 0.191 | 0.2017 | No |
| 50 | Rela | 5773 | 0.183 | 0.1953 | No |
| 51 | Tnip2 | 5866 | 0.179 | 0.1948 | No |
| 52 | Ripk2 | 5920 | 0.175 | 0.1962 | No |
| 53 | Tnfaip3 | 5956 | 0.173 | 0.1985 | No |
| 54 | Jun | 6045 | 0.170 | 0.1980 | No |
| 55 | Gem | 6336 | 0.160 | 0.1871 | No |
| 56 | Dusp5 | 6358 | 0.159 | 0.1897 | No |
| 57 | Stat5a | 6362 | 0.158 | 0.1932 | No |
| 58 | Gadd45a | 6370 | 0.158 | 0.1965 | No |
| 59 | Mcl1 | 6452 | 0.153 | 0.1960 | No |
| 60 | Dennd5a | 6671 | 0.143 | 0.1883 | No |
| 61 | Atp2b1 | 6866 | 0.135 | 0.1817 | No |
| 62 | Tnfrsf9 | 6911 | 0.133 | 0.1825 | No |
| 63 | Ier5 | 7070 | 0.126 | 0.1775 | No |
| 64 | Ppp1r15a | 7148 | 0.122 | 0.1765 | No |
| 65 | Tank | 7164 | 0.121 | 0.1785 | No |
| 66 | Ldlr | 7290 | 0.115 | 0.1749 | No |
| 67 | Sphk1 | 7458 | 0.107 | 0.1690 | No |
| 68 | Klf9 | 7521 | 0.105 | 0.1683 | No |
| 69 | Slc16a6 | 7639 | 0.100 | 0.1647 | No |
| 70 | Btg3 | 7688 | 0.098 | 0.1646 | No |
| 71 | Gch1 | 8291 | 0.073 | 0.1359 | No |
| 72 | Smad3 | 8384 | 0.069 | 0.1329 | No |
| 73 | Hbegf | 8523 | 0.064 | 0.1274 | No |
| 74 | Ifngr2 | 8549 | 0.063 | 0.1276 | No |
| 75 | Ehd1 | 8604 | 0.060 | 0.1263 | No |
| 76 | Panx1 | 8608 | 0.060 | 0.1275 | No |
| 77 | Rhob | 8920 | 0.048 | 0.1130 | No |
| 78 | Birc3 | 9067 | 0.042 | 0.1066 | No |
| 79 | Icosl | 9229 | 0.036 | 0.0993 | No |
| 80 | Tnfaip6 | 9255 | 0.034 | 0.0989 | No |
| 81 | Map2k3 | 9278 | 0.034 | 0.0985 | No |
| 82 | Ccnl1 | 9285 | 0.033 | 0.0990 | No |
| 83 | Birc2 | 9320 | 0.032 | 0.0980 | No |
| 84 | Nampt | 9366 | 0.030 | 0.0965 | No |
| 85 | Slc2a6 | 9862 | 0.009 | 0.0717 | No |
| 86 | Klf2 | 10020 | 0.003 | 0.0639 | No |
| 87 | Ptpre | 10078 | 0.000 | 0.0610 | No |
| 88 | Tgif1 | 10460 | -0.006 | 0.0420 | No |
| 89 | Yrdc | 10815 | -0.018 | 0.0246 | No |
| 90 | Rel | 10904 | -0.021 | 0.0206 | No |
| 91 | Il7r | 11081 | -0.029 | 0.0124 | No |
| 92 | Ier3 | 11142 | -0.031 | 0.0101 | No |
| 93 | Il15ra | 11162 | -0.031 | 0.0099 | No |
| 94 | Bcl6 | 11302 | -0.037 | 0.0038 | No |
| 95 | Cxcl10 | 11335 | -0.038 | 0.0030 | No |
| 96 | Junb | 11384 | -0.040 | 0.0015 | No |
| 97 | Pmepa1 | 11639 | -0.051 | -0.0101 | No |
| 98 | Relb | 11786 | -0.057 | -0.0161 | No |
| 99 | Snn | 11893 | -0.061 | -0.0200 | No |
| 100 | Cd44 | 12079 | -0.069 | -0.0277 | No |
| 101 | Tiparp | 12291 | -0.079 | -0.0365 | No |
| 102 | Pde4b | 12326 | -0.080 | -0.0364 | No |
| 103 | Nfkb1 | 12608 | -0.093 | -0.0484 | No |
| 104 | Gfpt2 | 12620 | -0.094 | -0.0467 | No |
| 105 | Rcan1 | 12786 | -0.101 | -0.0527 | No |
| 106 | Klf6 | 12872 | -0.104 | -0.0546 | No |
| 107 | Bcl2a1d | 12905 | -0.105 | -0.0537 | No |
| 108 | Fosl1 | 12952 | -0.107 | -0.0536 | No |
| 109 | Nfil3 | 13130 | -0.114 | -0.0598 | No |
| 110 | Bcl3 | 13184 | -0.117 | -0.0598 | No |
| 111 | Fjx1 | 13193 | -0.118 | -0.0575 | No |
| 112 | Tlr2 | 13219 | -0.119 | -0.0560 | No |
| 113 | Plaur | 13226 | -0.119 | -0.0535 | No |
| 114 | Pnrc1 | 13261 | -0.120 | -0.0524 | No |
| 115 | Plek | 13418 | -0.127 | -0.0574 | No |
| 116 | Btg1 | 13431 | -0.127 | -0.0550 | No |
| 117 | B4galt5 | 13533 | -0.131 | -0.0571 | No |
| 118 | Tnip1 | 13711 | -0.139 | -0.0627 | No |
| 119 | Mxd1 | 13864 | -0.146 | -0.0670 | No |
| 120 | Ifih1 | 13867 | -0.146 | -0.0637 | No |
| 121 | F2rl1 | 13879 | -0.147 | -0.0609 | No |
| 122 | Egr2 | 14162 | -0.158 | -0.0714 | No |
| 123 | Dusp4 | 14239 | -0.161 | -0.0715 | No |
| 124 | Plau | 14301 | -0.163 | -0.0708 | No |
| 125 | Tnc | 14433 | -0.170 | -0.0734 | No |
| 126 | Il18 | 14671 | -0.181 | -0.0812 | No |
| 127 | Nfkb2 | 14709 | -0.183 | -0.0788 | No |
| 128 | Abca1 | 14805 | -0.188 | -0.0792 | No |
| 129 | Dusp1 | 14897 | -0.192 | -0.0794 | No |
| 130 | Sqstm1 | 15111 | -0.202 | -0.0854 | No |
| 131 | Cd80 | 15271 | -0.209 | -0.0886 | No |
| 132 | Gpr183 | 15371 | -0.215 | -0.0886 | No |
| 133 | Irf1 | 15681 | -0.230 | -0.0988 | No |
| 134 | Nr4a2 | 16162 | -0.255 | -0.1171 | No |
| 135 | Ier2 | 16198 | -0.257 | -0.1129 | No |
| 136 | Ccnd1 | 16221 | -0.259 | -0.1080 | No |
| 137 | Id2 | 16403 | -0.266 | -0.1109 | No |
| 138 | Gadd45b | 16482 | -0.272 | -0.1085 | No |
| 139 | G0s2 | 16499 | -0.273 | -0.1030 | No |
| 140 | Plpp3 | 16614 | -0.278 | -0.1023 | No |
| 141 | Clcf1 | 16846 | -0.293 | -0.1072 | No |
| 142 | Cd69 | 16849 | -0.294 | -0.1004 | No |
| 143 | Sod2 | 16952 | -0.300 | -0.0986 | No |
| 144 | Map3k8 | 16998 | -0.302 | -0.0939 | No |
| 145 | Cdkn1a | 17015 | -0.304 | -0.0877 | No |
| 146 | Klf10 | 17033 | -0.305 | -0.0814 | No |
| 147 | Fut4 | 17139 | -0.313 | -0.0795 | No |
| 148 | Slc2a3 | 17228 | -0.319 | -0.0765 | No |
| 149 | Cebpd | 17276 | -0.321 | -0.0714 | No |
| 150 | Ninj1 | 17439 | -0.330 | -0.0719 | No |
| 151 | Tap1 | 17500 | -0.335 | -0.0672 | No |
| 152 | Tnfaip2 | 17540 | -0.336 | -0.0614 | No |
| 153 | Eif1 | 17584 | -0.339 | -0.0557 | No |
| 154 | Ptgs2 | 17613 | -0.342 | -0.0492 | No |
| 155 | Ets2 | 17732 | -0.350 | -0.0470 | No |
| 156 | Litaf | 17885 | -0.363 | -0.0462 | No |
| 157 | Traf1 | 17973 | -0.371 | -0.0420 | No |
| 158 | Dusp2 | 18031 | -0.376 | -0.0362 | No |
| 159 | Nfe2l2 | 18156 | -0.387 | -0.0334 | No |
| 160 | Ifit2 | 18244 | -0.394 | -0.0287 | No |
| 161 | Csf1 | 18247 | -0.394 | -0.0196 | No |
| 162 | Myc | 18603 | -0.431 | -0.0275 | No |
| 163 | Nfkbia | 18967 | -0.480 | -0.0347 | No |
| 164 | Serpinb2 | 19013 | -0.486 | -0.0257 | No |
| 165 | Ptger4 | 19225 | -0.528 | -0.0241 | No |
| 166 | Tsc22d1 | 19265 | -0.535 | -0.0136 | No |
| 167 | Tubb2a | 19498 | -0.598 | -0.0114 | No |
| 168 | Marcks | 19662 | -0.659 | -0.0044 | No |
| 169 | Il6st | 19995 | -0.977 | 0.0016 | No |

