| Dataset | HSC.HSC_Pheno.cls#Group6_versus_Group8.HSC_Pheno.cls#Group6_versus_Group8_repos |
| Phenotype | HSC_Pheno.cls#Group6_versus_Group8_repos |
| Upregulated in class | 5 |
| GeneSet | HALLMARK_TNFA_SIGNALING_VIA_NFKB |
| Enrichment Score (ES) | -0.18278246 |
| Normalized Enrichment Score (NES) | -0.83125967 |
| Nominal p-value | 0.8686636 |
| FDR q-value | 1.0 |
| FWER p-Value | 1.0 |

| SYMBOL | RANK IN GENE LIST | RANK METRIC SCORE | RUNNING ES | CORE ENRICHMENT | |
|---|---|---|---|---|---|
| 1 | Irs2 | 423 | 0.635 | -0.0151 | No |
| 2 | Dennd5a | 578 | 0.586 | -0.0098 | No |
| 3 | Pfkfb3 | 893 | 0.516 | -0.0196 | No |
| 4 | Cd44 | 900 | 0.515 | -0.0043 | No |
| 5 | Rcan1 | 954 | 0.503 | 0.0067 | No |
| 6 | Slc16a6 | 983 | 0.497 | 0.0197 | No |
| 7 | Bhlhe40 | 1031 | 0.488 | 0.0308 | No |
| 8 | Btg3 | 1091 | 0.478 | 0.0406 | No |
| 9 | Pdlim5 | 1159 | 0.468 | 0.0495 | No |
| 10 | Kynu | 1548 | 0.406 | 0.0302 | No |
| 11 | Gpr183 | 1596 | 0.400 | 0.0386 | No |
| 12 | Dram1 | 1666 | 0.392 | 0.0450 | No |
| 13 | Yrdc | 1668 | 0.392 | 0.0569 | No |
| 14 | Per1 | 1785 | 0.378 | 0.0590 | No |
| 15 | Tlr2 | 2028 | 0.350 | 0.0499 | No |
| 16 | Csf1 | 2076 | 0.344 | 0.0566 | No |
| 17 | Klf4 | 2083 | 0.343 | 0.0666 | No |
| 18 | Icosl | 2142 | 0.339 | 0.0723 | No |
| 19 | Cflar | 2193 | 0.334 | 0.0784 | No |
| 20 | Stat5a | 2261 | 0.326 | 0.0829 | No |
| 21 | Smad3 | 2266 | 0.326 | 0.0926 | No |
| 22 | Gem | 2353 | 0.319 | 0.0953 | No |
| 23 | Bcl6 | 2367 | 0.316 | 0.1039 | No |
| 24 | Pnrc1 | 2543 | 0.298 | 0.0988 | No |
| 25 | Sod2 | 2602 | 0.293 | 0.1030 | No |
| 26 | Ifih1 | 2621 | 0.290 | 0.1104 | No |
| 27 | Nfkbie | 2804 | 0.273 | 0.1039 | No |
| 28 | Mcl1 | 2925 | 0.261 | 0.1021 | No |
| 29 | Plpp3 | 3086 | 0.250 | 0.0966 | No |
| 30 | Dusp4 | 3162 | 0.242 | 0.0979 | No |
| 31 | Gfpt2 | 3189 | 0.240 | 0.1031 | No |
| 32 | Ccnl1 | 3451 | 0.218 | 0.0885 | No |
| 33 | Egr1 | 3492 | 0.214 | 0.0918 | No |
| 34 | Jag1 | 3576 | 0.207 | 0.0913 | No |
| 35 | Rela | 3596 | 0.205 | 0.0960 | No |
| 36 | Lamb3 | 3812 | 0.187 | 0.0842 | No |
| 37 | Ehd1 | 3854 | 0.184 | 0.0865 | No |
| 38 | Panx1 | 3855 | 0.184 | 0.0921 | No |
| 39 | Rigi | 3869 | 0.182 | 0.0966 | No |
| 40 | Plek | 3911 | 0.179 | 0.0988 | No |
| 41 | Nr4a2 | 4008 | 0.170 | 0.0961 | No |
| 42 | Klf2 | 4354 | 0.145 | 0.0723 | No |
| 43 | Ptpre | 4357 | 0.144 | 0.0766 | No |
| 44 | Tap1 | 4369 | 0.143 | 0.0801 | No |
| 45 | Il18 | 4450 | 0.137 | 0.0777 | No |
| 46 | Rel | 4462 | 0.135 | 0.0810 | No |
| 47 | Tank | 4506 | 0.132 | 0.0815 | No |
| 48 | Trip10 | 4602 | 0.124 | 0.0776 | No |
| 49 | Jun | 4681 | 0.118 | 0.0748 | No |
| 50 | Vegfa | 4716 | 0.116 | 0.0756 | No |
| 51 | Ptger4 | 4727 | 0.114 | 0.0783 | No |
| 52 | Rhob | 4755 | 0.112 | 0.0795 | No |
| 53 | Dnajb4 | 4921 | 0.101 | 0.0691 | No |
| 54 | Nfkb1 | 4952 | 0.098 | 0.0696 | No |
| 55 | Fosb | 5002 | 0.094 | 0.0685 | No |
| 56 | Relb | 5033 | 0.091 | 0.0688 | No |
| 57 | Efna1 | 5050 | 0.090 | 0.0703 | No |
| 58 | Ier3 | 5122 | 0.086 | 0.0671 | No |
| 59 | Pmepa1 | 5202 | 0.080 | 0.0631 | No |
| 60 | Myc | 5245 | 0.078 | 0.0620 | No |
| 61 | Fut4 | 5255 | 0.077 | 0.0636 | No |
| 62 | Gch1 | 5330 | 0.070 | 0.0598 | No |
| 63 | Atp2b1 | 5370 | 0.067 | 0.0586 | No |
| 64 | Tgif1 | 5384 | 0.066 | 0.0596 | No |
| 65 | Klf6 | 5408 | 0.064 | 0.0597 | No |
| 66 | Ninj1 | 5437 | 0.062 | 0.0593 | No |
| 67 | Hbegf | 5571 | 0.052 | 0.0500 | No |
| 68 | Mxd1 | 5634 | 0.046 | 0.0463 | No |
| 69 | Tnip2 | 5740 | 0.039 | 0.0389 | No |
| 70 | Ets2 | 5872 | 0.029 | 0.0291 | No |
| 71 | Icam1 | 5910 | 0.026 | 0.0269 | No |
| 72 | Rnf19b | 5949 | 0.024 | 0.0245 | No |
| 73 | Nampt | 6016 | 0.019 | 0.0197 | No |
| 74 | Ier2 | 6108 | 0.010 | 0.0125 | No |
| 75 | Clcf1 | 6193 | 0.004 | 0.0058 | No |
| 76 | Zfp36 | 6223 | 0.002 | 0.0035 | No |
| 77 | Cebpd | 6237 | 0.002 | 0.0025 | No |
| 78 | Nr4a1 | 6371 | -0.002 | -0.0083 | No |
| 79 | Dusp1 | 6476 | -0.009 | -0.0166 | No |
| 80 | Birc3 | 6487 | -0.010 | -0.0171 | No |
| 81 | Plaur | 6504 | -0.011 | -0.0180 | No |
| 82 | Dusp5 | 6550 | -0.014 | -0.0213 | No |
| 83 | Il15ra | 6748 | -0.027 | -0.0366 | No |
| 84 | Zc3h12a | 6788 | -0.031 | -0.0388 | No |
| 85 | Traf1 | 7014 | -0.048 | -0.0557 | No |
| 86 | Irf1 | 7030 | -0.049 | -0.0554 | No |
| 87 | Tiparp | 7219 | -0.064 | -0.0689 | No |
| 88 | Trib1 | 7367 | -0.074 | -0.0786 | No |
| 89 | Klf9 | 7603 | -0.090 | -0.0951 | No |
| 90 | Nfkbia | 7734 | -0.098 | -0.1027 | No |
| 91 | Bcl3 | 7750 | -0.100 | -0.1009 | No |
| 92 | Junb | 7788 | -0.102 | -0.1008 | No |
| 93 | Gadd45b | 7940 | -0.116 | -0.1096 | No |
| 94 | Btg1 | 8115 | -0.131 | -0.1198 | No |
| 95 | Tsc22d1 | 8137 | -0.132 | -0.1175 | No |
| 96 | Tnfaip3 | 8144 | -0.132 | -0.1139 | No |
| 97 | Kdm6b | 8339 | -0.146 | -0.1253 | No |
| 98 | Klf10 | 8396 | -0.151 | -0.1252 | No |
| 99 | Nfat5 | 8553 | -0.162 | -0.1330 | No |
| 100 | Slc2a3 | 8673 | -0.172 | -0.1375 | No |
| 101 | Fos | 8712 | -0.174 | -0.1353 | No |
| 102 | Ripk2 | 8737 | -0.176 | -0.1318 | No |
| 103 | Ldlr | 8805 | -0.183 | -0.1317 | No |
| 104 | Inhba | 8852 | -0.187 | -0.1297 | No |
| 105 | Tnip1 | 8891 | -0.191 | -0.1270 | No |
| 106 | Birc2 | 8983 | -0.199 | -0.1283 | No |
| 107 | Litaf | 9121 | -0.212 | -0.1330 | No |
| 108 | Sdc4 | 9122 | -0.212 | -0.1265 | No |
| 109 | Sqstm1 | 9431 | -0.239 | -0.1444 | No |
| 110 | Ppp1r15a | 9450 | -0.241 | -0.1385 | No |
| 111 | Tnfaip2 | 9492 | -0.246 | -0.1343 | No |
| 112 | Ifngr2 | 9515 | -0.248 | -0.1285 | No |
| 113 | Zbtb10 | 9827 | -0.270 | -0.1457 | No |
| 114 | Nfe2l2 | 9899 | -0.276 | -0.1430 | No |
| 115 | Serpinb8 | 10386 | -0.321 | -0.1729 | Yes |
| 116 | Abca1 | 10415 | -0.323 | -0.1653 | Yes |
| 117 | Tnfaip8 | 10432 | -0.325 | -0.1567 | Yes |
| 118 | Plk2 | 10521 | -0.336 | -0.1536 | Yes |
| 119 | Il6st | 10684 | -0.353 | -0.1560 | Yes |
| 120 | B4galt1 | 10714 | -0.356 | -0.1475 | Yes |
| 121 | Map3k8 | 10924 | -0.384 | -0.1528 | Yes |
| 122 | Fosl2 | 10974 | -0.391 | -0.1448 | Yes |
| 123 | Ccnd1 | 10980 | -0.392 | -0.1332 | Yes |
| 124 | Sat1 | 11013 | -0.394 | -0.1238 | Yes |
| 125 | Dusp2 | 11062 | -0.400 | -0.1154 | Yes |
| 126 | Nfkb2 | 11089 | -0.403 | -0.1052 | Yes |
| 127 | Marcks | 11136 | -0.411 | -0.0964 | Yes |
| 128 | Eif1 | 11435 | -0.470 | -0.1063 | Yes |
| 129 | Maff | 11677 | -0.515 | -0.1102 | Yes |
| 130 | Socs3 | 11693 | -0.521 | -0.0955 | Yes |
| 131 | B4galt5 | 11872 | -0.574 | -0.0925 | Yes |
| 132 | Ier5 | 11957 | -0.602 | -0.0809 | Yes |
| 133 | Ifit2 | 12024 | -0.623 | -0.0672 | Yes |
| 134 | Snn | 12119 | -0.683 | -0.0539 | Yes |
| 135 | Map2k3 | 12142 | -0.699 | -0.0343 | Yes |
| 136 | Ccrl2 | 12152 | -0.705 | -0.0134 | Yes |
| 137 | Pde4b | 12325 | -0.999 | 0.0031 | Yes |

