| Dataset | HSC.HSC_Pheno.cls#Group1_versus_Group4.HSC_Pheno.cls#Group1_versus_Group4_repos |
| Phenotype | HSC_Pheno.cls#Group1_versus_Group4_repos |
| Upregulated in class | 3 |
| GeneSet | HALLMARK_IL2_STAT5_SIGNALING |
| Enrichment Score (ES) | -0.2653866 |
| Normalized Enrichment Score (NES) | -1.21855 |
| Nominal p-value | 0.16071428 |
| FDR q-value | 1.0 |
| FWER p-Value | 0.908 |

| SYMBOL | RANK IN GENE LIST | RANK METRIC SCORE | RUNNING ES | CORE ENRICHMENT | |
|---|---|---|---|---|---|
| 1 | Ncs1 | 188 | 0.838 | 0.0055 | No |
| 2 | Umps | 562 | 0.640 | -0.0090 | No |
| 3 | Eno3 | 586 | 0.630 | 0.0048 | No |
| 4 | Fgl2 | 708 | 0.597 | 0.0098 | No |
| 5 | Tnfrsf4 | 732 | 0.590 | 0.0226 | No |
| 6 | Batf | 847 | 0.563 | 0.0274 | No |
| 7 | Il3ra | 934 | 0.546 | 0.0339 | No |
| 8 | Gadd45b | 967 | 0.540 | 0.0448 | No |
| 9 | Cdcp1 | 1054 | 0.523 | 0.0508 | No |
| 10 | Itgav | 1095 | 0.515 | 0.0604 | No |
| 11 | Arl4a | 1275 | 0.481 | 0.0577 | No |
| 12 | Lrig1 | 1285 | 0.480 | 0.0690 | No |
| 13 | Twsg1 | 1310 | 0.476 | 0.0789 | No |
| 14 | Il4ra | 1317 | 0.475 | 0.0902 | No |
| 15 | S100a1 | 1628 | 0.428 | 0.0755 | No |
| 16 | Map3k8 | 1831 | 0.404 | 0.0691 | No |
| 17 | Dcps | 1853 | 0.402 | 0.0774 | No |
| 18 | Rhob | 1879 | 0.400 | 0.0853 | No |
| 19 | Odc1 | 2172 | 0.366 | 0.0706 | No |
| 20 | Plec | 2218 | 0.361 | 0.0759 | No |
| 21 | Nfkbiz | 2245 | 0.358 | 0.0827 | No |
| 22 | Cyfip1 | 2376 | 0.342 | 0.0806 | No |
| 23 | Wls | 2402 | 0.339 | 0.0870 | No |
| 24 | Gabarapl1 | 2404 | 0.339 | 0.0954 | No |
| 25 | Maff | 2473 | 0.333 | 0.0981 | No |
| 26 | Ifngr1 | 2710 | 0.309 | 0.0865 | No |
| 27 | Myc | 2754 | 0.303 | 0.0906 | No |
| 28 | Spry4 | 3023 | 0.276 | 0.0755 | No |
| 29 | Ndrg1 | 3035 | 0.275 | 0.0815 | No |
| 30 | Bcl2l1 | 3078 | 0.271 | 0.0848 | No |
| 31 | Mapkapk2 | 3115 | 0.267 | 0.0885 | No |
| 32 | Ikzf2 | 3459 | 0.237 | 0.0664 | No |
| 33 | Ptch1 | 3713 | 0.219 | 0.0511 | No |
| 34 | Ncoa3 | 3821 | 0.210 | 0.0476 | No |
| 35 | Cd86 | 3952 | 0.202 | 0.0420 | No |
| 36 | Gpx4 | 4144 | 0.185 | 0.0310 | No |
| 37 | Tnfrsf18 | 4152 | 0.184 | 0.0350 | No |
| 38 | Ecm1 | 4382 | 0.165 | 0.0204 | No |
| 39 | Hk2 | 4436 | 0.162 | 0.0201 | No |
| 40 | Igf1r | 4440 | 0.162 | 0.0239 | No |
| 41 | Rnh1 | 4478 | 0.159 | 0.0248 | No |
| 42 | Tnfrsf21 | 4499 | 0.158 | 0.0271 | No |
| 43 | Fah | 4569 | 0.152 | 0.0253 | No |
| 44 | Ccnd2 | 4649 | 0.146 | 0.0225 | No |
| 45 | P4ha1 | 4762 | 0.138 | 0.0168 | No |
| 46 | Pnp | 5394 | 0.091 | -0.0326 | No |
| 47 | Rabgap1l | 5397 | 0.090 | -0.0305 | No |
| 48 | Phtf2 | 5461 | 0.085 | -0.0336 | No |
| 49 | Pdcd2l | 5620 | 0.073 | -0.0447 | No |
| 50 | Il18r1 | 5662 | 0.071 | -0.0463 | No |
| 51 | Igf2r | 5802 | 0.061 | -0.0561 | No |
| 52 | Pou2f1 | 6145 | 0.037 | -0.0832 | No |
| 53 | Eef1akmt1 | 6245 | 0.031 | -0.0905 | No |
| 54 | Tnfrsf1b | 6258 | 0.030 | -0.0908 | No |
| 55 | Galm | 6336 | 0.025 | -0.0965 | No |
| 56 | Itga6 | 6450 | 0.017 | -0.1053 | No |
| 57 | Flt3l | 6481 | 0.015 | -0.1074 | No |
| 58 | Il10ra | 6532 | 0.011 | -0.1112 | No |
| 59 | Irf6 | 6536 | 0.011 | -0.1112 | No |
| 60 | Enpp1 | 6593 | 0.007 | -0.1156 | No |
| 61 | Ager | 6719 | 0.000 | -0.1258 | No |
| 62 | Slc1a5 | 6769 | -0.001 | -0.1298 | No |
| 63 | Xbp1 | 6917 | -0.010 | -0.1416 | No |
| 64 | St3gal4 | 7072 | -0.021 | -0.1537 | No |
| 65 | Hipk2 | 7109 | -0.023 | -0.1560 | No |
| 66 | Snx9 | 7133 | -0.025 | -0.1573 | No |
| 67 | Plagl1 | 7151 | -0.027 | -0.1580 | No |
| 68 | Bcl2 | 7184 | -0.029 | -0.1599 | No |
| 69 | Dhrs3 | 7195 | -0.030 | -0.1600 | No |
| 70 | Itgae | 7278 | -0.036 | -0.1658 | No |
| 71 | Ikzf4 | 7335 | -0.040 | -0.1694 | No |
| 72 | Prkch | 7378 | -0.043 | -0.1717 | No |
| 73 | Furin | 7562 | -0.057 | -0.1853 | No |
| 74 | Plin2 | 7586 | -0.058 | -0.1857 | No |
| 75 | Tiam1 | 7837 | -0.077 | -0.2043 | No |
| 76 | Glipr2 | 7881 | -0.079 | -0.2058 | No |
| 77 | Irf8 | 7975 | -0.086 | -0.2113 | No |
| 78 | P2rx4 | 8043 | -0.092 | -0.2145 | No |
| 79 | Dennd5a | 8299 | -0.111 | -0.2326 | No |
| 80 | Itih5 | 8362 | -0.115 | -0.2348 | No |
| 81 | Ckap4 | 8504 | -0.126 | -0.2432 | No |
| 82 | Spred2 | 8532 | -0.128 | -0.2422 | No |
| 83 | Ifitm3 | 8568 | -0.131 | -0.2418 | No |
| 84 | Slc39a8 | 8671 | -0.137 | -0.2467 | No |
| 85 | Plscr1 | 8721 | -0.141 | -0.2472 | No |
| 86 | Gbp3 | 8726 | -0.141 | -0.2440 | No |
| 87 | Gucy1b1 | 8736 | -0.142 | -0.2412 | No |
| 88 | Traf1 | 8751 | -0.143 | -0.2388 | No |
| 89 | Swap70 | 8905 | -0.154 | -0.2474 | No |
| 90 | Bhlhe40 | 9026 | -0.165 | -0.2531 | No |
| 91 | Huwe1 | 9053 | -0.167 | -0.2511 | No |
| 92 | Pim1 | 9134 | -0.173 | -0.2533 | No |
| 93 | Plpp1 | 9152 | -0.175 | -0.2504 | No |
| 94 | Etfbkmt | 9224 | -0.181 | -0.2517 | No |
| 95 | Snx14 | 9225 | -0.181 | -0.2471 | No |
| 96 | Ttc39b | 9248 | -0.184 | -0.2443 | No |
| 97 | Amacr | 9303 | -0.188 | -0.2441 | No |
| 98 | Prnp | 9345 | -0.190 | -0.2427 | No |
| 99 | Klf6 | 9348 | -0.190 | -0.2381 | No |
| 100 | Syt11 | 9379 | -0.193 | -0.2357 | No |
| 101 | Cdc42se2 | 9399 | -0.195 | -0.2324 | No |
| 102 | Anxa4 | 9418 | -0.196 | -0.2290 | No |
| 103 | Alcam | 9532 | -0.205 | -0.2331 | No |
| 104 | Gata1 | 9562 | -0.208 | -0.2303 | No |
| 105 | Ahnak | 9586 | -0.210 | -0.2270 | No |
| 106 | Uck2 | 9659 | -0.215 | -0.2275 | No |
| 107 | Sell | 9838 | -0.231 | -0.2363 | No |
| 108 | Selp | 10144 | -0.260 | -0.2548 | No |
| 109 | Rhoh | 10250 | -0.269 | -0.2567 | No |
| 110 | Socs1 | 10274 | -0.271 | -0.2518 | No |
| 111 | Myo1c | 10286 | -0.273 | -0.2459 | No |
| 112 | Tnfsf10 | 10341 | -0.277 | -0.2434 | No |
| 113 | Slc2a3 | 10437 | -0.287 | -0.2440 | No |
| 114 | Csf1 | 10612 | -0.305 | -0.2507 | No |
| 115 | Ltb | 10793 | -0.325 | -0.2573 | Yes |
| 116 | Capg | 10817 | -0.327 | -0.2510 | Yes |
| 117 | Cdkn1c | 10893 | -0.336 | -0.2487 | Yes |
| 118 | Gsto1 | 10916 | -0.338 | -0.2421 | Yes |
| 119 | Hycc2 | 10962 | -0.344 | -0.2372 | Yes |
| 120 | Ctsz | 10965 | -0.345 | -0.2287 | Yes |
| 121 | Mxd1 | 11057 | -0.358 | -0.2273 | Yes |
| 122 | Lrrc8c | 11114 | -0.362 | -0.2228 | Yes |
| 123 | Serpinb6a | 11174 | -0.371 | -0.2184 | Yes |
| 124 | Abcb1a | 11285 | -0.387 | -0.2177 | Yes |
| 125 | Cdc6 | 11407 | -0.407 | -0.2174 | Yes |
| 126 | Slc29a2 | 11444 | -0.413 | -0.2101 | Yes |
| 127 | Ahr | 11465 | -0.417 | -0.2013 | Yes |
| 128 | Syngr2 | 11536 | -0.429 | -0.1963 | Yes |
| 129 | Ptrh2 | 11583 | -0.440 | -0.1891 | Yes |
| 130 | Cd81 | 11602 | -0.444 | -0.1795 | Yes |
| 131 | Socs2 | 11648 | -0.453 | -0.1719 | Yes |
| 132 | Sh3bgrl2 | 11670 | -0.458 | -0.1622 | Yes |
| 133 | Casp3 | 11793 | -0.483 | -0.1601 | Yes |
| 134 | Ccne1 | 11862 | -0.498 | -0.1532 | Yes |
| 135 | Cd44 | 11972 | -0.534 | -0.1488 | Yes |
| 136 | Pus1 | 11981 | -0.537 | -0.1361 | Yes |
| 137 | Cish | 12012 | -0.548 | -0.1248 | Yes |
| 138 | Lclat1 | 12033 | -0.560 | -0.1125 | Yes |
| 139 | Ccnd3 | 12071 | -0.575 | -0.1012 | Yes |
| 140 | Smpdl3a | 12135 | -0.611 | -0.0911 | Yes |
| 141 | Car2 | 12167 | -0.632 | -0.0779 | Yes |
| 142 | Bmpr2 | 12253 | -0.718 | -0.0669 | Yes |
| 143 | Tgm2 | 12269 | -0.740 | -0.0496 | Yes |
| 144 | Rora | 12280 | -0.750 | -0.0317 | Yes |
| 145 | Myo1e | 12290 | -0.762 | -0.0134 | Yes |
| 146 | Nop2 | 12293 | -0.775 | 0.0057 | Yes |

