| Dataset | CMP.CMP_Pheno.cls#Group1_versus_Group4.CMP_Pheno.cls#Group1_versus_Group4_repos |
| Phenotype | CMP_Pheno.cls#Group1_versus_Group4_repos |
| Upregulated in class | 3 |
| GeneSet | HALLMARK_IL2_STAT5_SIGNALING |
| Enrichment Score (ES) | -0.27461463 |
| Normalized Enrichment Score (NES) | -1.2242432 |
| Nominal p-value | 0.15294118 |
| FDR q-value | 0.34652993 |
| FWER p-Value | 0.842 |

| SYMBOL | RANK IN GENE LIST | RANK METRIC SCORE | RUNNING ES | CORE ENRICHMENT | |
|---|---|---|---|---|---|
| 1 | Myo1e | 42 | 0.933 | 0.0196 | No |
| 2 | Odc1 | 121 | 0.778 | 0.0338 | No |
| 3 | Nop2 | 479 | 0.592 | 0.0293 | No |
| 4 | Il2ra | 631 | 0.550 | 0.0344 | No |
| 5 | Galm | 723 | 0.531 | 0.0422 | No |
| 6 | Ttc39b | 773 | 0.522 | 0.0518 | No |
| 7 | Twsg1 | 982 | 0.491 | 0.0527 | No |
| 8 | Plec | 1028 | 0.483 | 0.0616 | No |
| 9 | Uck2 | 1142 | 0.465 | 0.0667 | No |
| 10 | Umps | 1730 | 0.399 | 0.0460 | No |
| 11 | Fgl2 | 2048 | 0.371 | 0.0385 | No |
| 12 | Bcl2l1 | 2227 | 0.358 | 0.0377 | No |
| 13 | Il3ra | 2281 | 0.353 | 0.0432 | No |
| 14 | Ccr4 | 2374 | 0.346 | 0.0466 | No |
| 15 | Tlr7 | 2383 | 0.345 | 0.0542 | No |
| 16 | Cxcl10 | 2495 | 0.336 | 0.0564 | No |
| 17 | Rragd | 2623 | 0.325 | 0.0575 | No |
| 18 | Myo1c | 2770 | 0.318 | 0.0574 | No |
| 19 | Ecm1 | 2848 | 0.311 | 0.0608 | No |
| 20 | Casp3 | 2973 | 0.305 | 0.0615 | No |
| 21 | Klf6 | 3285 | 0.285 | 0.0523 | No |
| 22 | Ager | 3408 | 0.276 | 0.0525 | No |
| 23 | Praf2 | 3514 | 0.267 | 0.0534 | No |
| 24 | Cdkn1c | 3611 | 0.262 | 0.0546 | No |
| 25 | Il1rl1 | 3785 | 0.254 | 0.0517 | No |
| 26 | Maff | 3816 | 0.252 | 0.0560 | No |
| 27 | P4ha1 | 4055 | 0.237 | 0.0494 | No |
| 28 | Huwe1 | 4387 | 0.220 | 0.0376 | No |
| 29 | Tnfrsf9 | 4533 | 0.212 | 0.0351 | No |
| 30 | Tnfrsf18 | 4652 | 0.206 | 0.0339 | No |
| 31 | Fah | 4844 | 0.194 | 0.0287 | No |
| 32 | Traf1 | 4943 | 0.190 | 0.0281 | No |
| 33 | Mapkapk2 | 5252 | 0.176 | 0.0165 | No |
| 34 | Anxa4 | 5451 | 0.167 | 0.0103 | No |
| 35 | Slc2a3 | 5493 | 0.165 | 0.0120 | No |
| 36 | Irf4 | 5557 | 0.163 | 0.0126 | No |
| 37 | Pus1 | 5978 | 0.143 | -0.0055 | No |
| 38 | Socs2 | 6010 | 0.141 | -0.0038 | No |
| 39 | Csf1 | 6022 | 0.141 | -0.0011 | No |
| 40 | Lclat1 | 6156 | 0.134 | -0.0047 | No |
| 41 | Socs1 | 6209 | 0.132 | -0.0043 | No |
| 42 | Capn3 | 6352 | 0.126 | -0.0086 | No |
| 43 | Hopx | 6372 | 0.125 | -0.0067 | No |
| 44 | Enpp1 | 6380 | 0.124 | -0.0042 | No |
| 45 | Tnfrsf4 | 6470 | 0.120 | -0.0059 | No |
| 46 | Spred2 | 6501 | 0.119 | -0.0047 | No |
| 47 | Phlda1 | 6530 | 0.118 | -0.0034 | No |
| 48 | Bcl2 | 6816 | 0.110 | -0.0153 | No |
| 49 | Igf1r | 7358 | 0.087 | -0.0409 | No |
| 50 | Eno3 | 7382 | 0.086 | -0.0401 | No |
| 51 | Ncoa3 | 7439 | 0.083 | -0.0410 | No |
| 52 | Pim1 | 7609 | 0.077 | -0.0479 | No |
| 53 | Slc1a5 | 7635 | 0.076 | -0.0474 | No |
| 54 | Swap70 | 7643 | 0.076 | -0.0460 | No |
| 55 | Pth1r | 7692 | 0.073 | -0.0467 | No |
| 56 | Pou2f1 | 7712 | 0.072 | -0.0460 | No |
| 57 | Hk2 | 7929 | 0.062 | -0.0556 | No |
| 58 | Gata1 | 8020 | 0.059 | -0.0588 | No |
| 59 | Irf8 | 8071 | 0.057 | -0.0600 | No |
| 60 | Spry4 | 8093 | 0.056 | -0.0598 | No |
| 61 | Il10 | 8103 | 0.056 | -0.0589 | No |
| 62 | Ikzf4 | 8135 | 0.054 | -0.0593 | No |
| 63 | Cyfip1 | 8252 | 0.050 | -0.0640 | No |
| 64 | Capg | 8328 | 0.047 | -0.0668 | No |
| 65 | Prnp | 8411 | 0.043 | -0.0700 | No |
| 66 | Cdc6 | 8488 | 0.041 | -0.0729 | No |
| 67 | Ikzf2 | 8637 | 0.034 | -0.0796 | No |
| 68 | Slc39a8 | 8828 | 0.027 | -0.0887 | No |
| 69 | Map3k8 | 8838 | 0.027 | -0.0885 | No |
| 70 | Ahr | 8863 | 0.026 | -0.0892 | No |
| 71 | Ccnd2 | 9078 | 0.017 | -0.0997 | No |
| 72 | Cdc42se2 | 9095 | 0.017 | -0.1001 | No |
| 73 | Itga6 | 9188 | 0.012 | -0.1045 | No |
| 74 | Phtf2 | 9278 | 0.009 | -0.1089 | No |
| 75 | Furin | 9283 | 0.009 | -0.1089 | No |
| 76 | Map6 | 9305 | 0.008 | -0.1097 | No |
| 77 | Xbp1 | 9474 | 0.002 | -0.1183 | No |
| 78 | Hipk2 | 9886 | -0.010 | -0.1390 | No |
| 79 | Rhob | 10070 | -0.017 | -0.1480 | No |
| 80 | Snx9 | 10202 | -0.022 | -0.1542 | No |
| 81 | Tiam1 | 10226 | -0.023 | -0.1548 | No |
| 82 | Gpx4 | 10238 | -0.024 | -0.1548 | No |
| 83 | Syngr2 | 10328 | -0.026 | -0.1587 | No |
| 84 | Tgm2 | 10383 | -0.029 | -0.1608 | No |
| 85 | Amacr | 10511 | -0.034 | -0.1665 | No |
| 86 | Drc1 | 10657 | -0.040 | -0.1730 | No |
| 87 | Hycc2 | 10741 | -0.043 | -0.1762 | No |
| 88 | She | 10874 | -0.049 | -0.1818 | No |
| 89 | Car2 | 10928 | -0.051 | -0.1833 | No |
| 90 | Tnfrsf21 | 10947 | -0.052 | -0.1830 | No |
| 91 | Ltb | 10970 | -0.053 | -0.1829 | No |
| 92 | Ifngr1 | 10986 | -0.053 | -0.1824 | No |
| 93 | Irf6 | 11053 | -0.056 | -0.1845 | No |
| 94 | Bmpr2 | 11111 | -0.058 | -0.1860 | No |
| 95 | Serpinb6a | 11113 | -0.058 | -0.1847 | No |
| 96 | Cdcp1 | 11151 | -0.060 | -0.1852 | No |
| 97 | Sh3bgrl2 | 11162 | -0.061 | -0.1843 | No |
| 98 | Igf2r | 11167 | -0.061 | -0.1831 | No |
| 99 | Ccne1 | 11239 | -0.064 | -0.1852 | No |
| 100 | Itih5 | 11280 | -0.066 | -0.1857 | No |
| 101 | Mxd1 | 11443 | -0.073 | -0.1923 | No |
| 102 | Cd44 | 11591 | -0.080 | -0.1980 | No |
| 103 | Nt5e | 11639 | -0.082 | -0.1985 | No |
| 104 | Plscr1 | 11666 | -0.082 | -0.1979 | No |
| 105 | Nfil3 | 11681 | -0.083 | -0.1967 | No |
| 106 | Itgae | 11685 | -0.083 | -0.1949 | No |
| 107 | Gabarapl1 | 11917 | -0.093 | -0.2045 | No |
| 108 | Rabgap1l | 11949 | -0.094 | -0.2039 | No |
| 109 | Lrig1 | 11960 | -0.095 | -0.2022 | No |
| 110 | Il4ra | 11965 | -0.095 | -0.2002 | No |
| 111 | Dennd5a | 11996 | -0.096 | -0.1995 | No |
| 112 | Cd81 | 12121 | -0.101 | -0.2034 | No |
| 113 | Ndrg1 | 12268 | -0.108 | -0.2084 | No |
| 114 | Lrrc8c | 12424 | -0.115 | -0.2136 | No |
| 115 | Tnfrsf1b | 12870 | -0.131 | -0.2333 | No |
| 116 | F2rl2 | 12898 | -0.132 | -0.2316 | No |
| 117 | Myc | 13024 | -0.139 | -0.2347 | No |
| 118 | Ptch1 | 13031 | -0.139 | -0.2318 | No |
| 119 | Gbp3 | 13119 | -0.143 | -0.2329 | No |
| 120 | Dhrs3 | 13134 | -0.143 | -0.2303 | No |
| 121 | Ncs1 | 13383 | -0.154 | -0.2393 | No |
| 122 | Flt3l | 13458 | -0.157 | -0.2395 | No |
| 123 | St3gal4 | 13578 | -0.163 | -0.2417 | No |
| 124 | Rhoh | 13924 | -0.174 | -0.2553 | No |
| 125 | Syt11 | 14064 | -0.180 | -0.2582 | No |
| 126 | Alcam | 14104 | -0.183 | -0.2559 | No |
| 127 | Serpinc1 | 14147 | -0.185 | -0.2538 | No |
| 128 | Itgav | 14273 | -0.191 | -0.2557 | No |
| 129 | S100a1 | 14341 | -0.195 | -0.2546 | No |
| 130 | Nrp1 | 14409 | -0.199 | -0.2533 | No |
| 131 | Slc29a2 | 14578 | -0.208 | -0.2571 | No |
| 132 | Rnh1 | 14800 | -0.220 | -0.2632 | No |
| 133 | Etv4 | 14828 | -0.221 | -0.2594 | No |
| 134 | Plagl1 | 14876 | -0.224 | -0.2566 | No |
| 135 | Il18r1 | 14975 | -0.230 | -0.2563 | No |
| 136 | Dcps | 15335 | -0.248 | -0.2688 | Yes |
| 137 | Sell | 15339 | -0.248 | -0.2632 | Yes |
| 138 | Emp1 | 15381 | -0.251 | -0.2595 | Yes |
| 139 | Adam19 | 15427 | -0.254 | -0.2558 | Yes |
| 140 | Gsto1 | 15482 | -0.257 | -0.2526 | Yes |
| 141 | Arl4a | 15490 | -0.257 | -0.2470 | Yes |
| 142 | Ctsz | 15522 | -0.259 | -0.2425 | Yes |
| 143 | Ckap4 | 15793 | -0.272 | -0.2500 | Yes |
| 144 | Wls | 15838 | -0.274 | -0.2458 | Yes |
| 145 | Cd48 | 15974 | -0.282 | -0.2462 | Yes |
| 146 | Eef1akmt1 | 16026 | -0.285 | -0.2421 | Yes |
| 147 | Gucy1b1 | 16031 | -0.285 | -0.2357 | Yes |
| 148 | Bhlhe40 | 16086 | -0.288 | -0.2317 | Yes |
| 149 | Rora | 16146 | -0.292 | -0.2279 | Yes |
| 150 | Ptger2 | 16267 | -0.300 | -0.2270 | Yes |
| 151 | Icos | 16361 | -0.307 | -0.2246 | Yes |
| 152 | Cish | 16381 | -0.309 | -0.2184 | Yes |
| 153 | Glipr2 | 16750 | -0.331 | -0.2295 | Yes |
| 154 | Cd86 | 17085 | -0.352 | -0.2383 | Yes |
| 155 | Cd79b | 17104 | -0.354 | -0.2310 | Yes |
| 156 | Nfkbiz | 17105 | -0.354 | -0.2227 | Yes |
| 157 | Etfbkmt | 17203 | -0.362 | -0.2193 | Yes |
| 158 | Ifitm3 | 17217 | -0.363 | -0.2115 | Yes |
| 159 | Muc1 | 17303 | -0.371 | -0.2072 | Yes |
| 160 | Tnfsf10 | 17361 | -0.375 | -0.2013 | Yes |
| 161 | Selp | 17377 | -0.376 | -0.1933 | Yes |
| 162 | Lif | 17566 | -0.392 | -0.1938 | Yes |
| 163 | P2rx4 | 17772 | -0.408 | -0.1947 | Yes |
| 164 | Prkch | 17981 | -0.427 | -0.1954 | Yes |
| 165 | Ahnak | 18099 | -0.439 | -0.1911 | Yes |
| 166 | Il1r2 | 18157 | -0.446 | -0.1837 | Yes |
| 167 | Gadd45b | 18169 | -0.447 | -0.1738 | Yes |
| 168 | Ptrh2 | 18204 | -0.450 | -0.1650 | Yes |
| 169 | Snx14 | 18308 | -0.464 | -0.1595 | Yes |
| 170 | Tnfsf11 | 18437 | -0.479 | -0.1549 | Yes |
| 171 | Abcb1a | 18549 | -0.494 | -0.1490 | Yes |
| 172 | Il10ra | 18701 | -0.518 | -0.1447 | Yes |
| 173 | Smpdl3a | 18791 | -0.531 | -0.1368 | Yes |
| 174 | Gpr65 | 18926 | -0.558 | -0.1307 | Yes |
| 175 | Plin2 | 18980 | -0.569 | -0.1201 | Yes |
| 176 | Plpp1 | 19008 | -0.574 | -0.1081 | Yes |
| 177 | Spp1 | 19068 | -0.591 | -0.0974 | Yes |
| 178 | Batf | 19131 | -0.605 | -0.0864 | Yes |
| 179 | Ctla4 | 19160 | -0.612 | -0.0736 | Yes |
| 180 | Pnp | 19319 | -0.657 | -0.0663 | Yes |
| 181 | Tnfrsf8 | 19328 | -0.659 | -0.0514 | Yes |
| 182 | Ahcyl | 19466 | -0.710 | -0.0418 | Yes |
| 183 | Pdcd2l | 19596 | -0.791 | -0.0300 | Yes |
| 184 | Cst7 | 19621 | -0.817 | -0.0122 | Yes |
| 185 | Ccnd3 | 19648 | -0.848 | 0.0063 | Yes |

