| Dataset | Mast.Mast_Pheno.cls #Group1_versus_Group3.Mast_Pheno.cls #Group1_versus_Group3_repos |
| Phenotype | Mast_Pheno.cls#Group1_versus_Group3_repos |
| Upregulated in class | 2 |
| GeneSet | HALLMARK_DNA_REPAIR |
| Enrichment Score (ES) | -0.23627466 |
| Normalized Enrichment Score (NES) | -1.0381784 |
| Nominal p-value | 0.39278558 |
| FDR q-value | 0.9345275 |
| FWER p-Value | 1.0 |

| SYMBOL | RANK IN GENE LIST | RANK METRIC SCORE | RUNNING ES | CORE ENRICHMENT | |
|---|---|---|---|---|---|
| 1 | Itpa | 55 | 0.911 | 0.0210 | No |
| 2 | Rfc3 | 302 | 0.644 | 0.0190 | No |
| 3 | Surf1 | 427 | 0.589 | 0.0253 | No |
| 4 | Rala | 503 | 0.562 | 0.0349 | No |
| 5 | Adcy6 | 681 | 0.511 | 0.0348 | No |
| 6 | Ercc4 | 802 | 0.483 | 0.0385 | No |
| 7 | Gtf2h1 | 833 | 0.476 | 0.0494 | No |
| 8 | Polr3gl | 860 | 0.469 | 0.0603 | No |
| 9 | Fen1 | 1129 | 0.415 | 0.0501 | No |
| 10 | Cstf3 | 1196 | 0.404 | 0.0560 | No |
| 11 | Brf2 | 1374 | 0.376 | 0.0522 | No |
| 12 | Sac3d1 | 1466 | 0.363 | 0.0549 | No |
| 13 | Ercc5 | 1534 | 0.354 | 0.0593 | No |
| 14 | Polr2i | 1597 | 0.346 | 0.0640 | No |
| 15 | Gtf3c5 | 1641 | 0.340 | 0.0700 | No |
| 16 | Rfc5 | 1746 | 0.328 | 0.0707 | No |
| 17 | Usp11 | 1767 | 0.325 | 0.0781 | No |
| 18 | Pcna | 1908 | 0.309 | 0.0754 | No |
| 19 | Ssrp1 | 1926 | 0.307 | 0.0826 | No |
| 20 | Polr1h | 1969 | 0.304 | 0.0876 | No |
| 21 | Ddb1 | 2129 | 0.288 | 0.0828 | No |
| 22 | Rrm2b | 2220 | 0.280 | 0.0833 | No |
| 23 | Alyref | 2271 | 0.274 | 0.0869 | No |
| 24 | Gpx4 | 2325 | 0.270 | 0.0901 | No |
| 25 | Gtf2b | 2397 | 0.264 | 0.0917 | No |
| 26 | Taf1c | 2431 | 0.260 | 0.0963 | No |
| 27 | Ada | 2534 | 0.251 | 0.0950 | No |
| 28 | Lig1 | 2750 | 0.232 | 0.0840 | No |
| 29 | Bcap31 | 2787 | 0.228 | 0.0874 | No |
| 30 | Aprt | 2899 | 0.218 | 0.0845 | No |
| 31 | Polr2k | 2982 | 0.211 | 0.0837 | No |
| 32 | Rpa2 | 3023 | 0.208 | 0.0863 | No |
| 33 | Nfx1 | 3079 | 0.202 | 0.0874 | No |
| 34 | Cetn2 | 3131 | 0.198 | 0.0888 | No |
| 35 | Ddb2 | 3336 | 0.181 | 0.0773 | No |
| 36 | Adrm1 | 3339 | 0.181 | 0.0822 | No |
| 37 | Prim1 | 3385 | 0.178 | 0.0835 | No |
| 38 | Cant1 | 3400 | 0.176 | 0.0873 | No |
| 39 | Trp53 | 3758 | 0.148 | 0.0624 | No |
| 40 | Zwint | 3841 | 0.140 | 0.0596 | No |
| 41 | Ercc8 | 4062 | 0.122 | 0.0451 | No |
| 42 | Tarbp2 | 4258 | 0.111 | 0.0324 | No |
| 43 | Pole4 | 4301 | 0.107 | 0.0320 | No |
| 44 | Pold4 | 4452 | 0.097 | 0.0225 | No |
| 45 | Stx3 | 4560 | 0.089 | 0.0163 | No |
| 46 | Supt4a | 4732 | 0.076 | 0.0045 | No |
| 47 | Polr2a | 4783 | 0.073 | 0.0024 | No |
| 48 | Polr1d | 4971 | 0.058 | -0.0111 | No |
| 49 | Nme4 | 5110 | 0.049 | -0.0210 | No |
| 50 | Pola1 | 5202 | 0.043 | -0.0272 | No |
| 51 | Polr2d | 5325 | 0.034 | -0.0362 | No |
| 52 | Polb | 5353 | 0.032 | -0.0375 | No |
| 53 | Sec61a1 | 5398 | 0.028 | -0.0403 | No |
| 54 | Nt5c | 5406 | 0.028 | -0.0401 | No |
| 55 | Ak3 | 5469 | 0.024 | -0.0444 | No |
| 56 | Mpg | 5525 | 0.020 | -0.0483 | No |
| 57 | Snapc4 | 5674 | 0.012 | -0.0600 | No |
| 58 | Polr1c | 5814 | 0.003 | -0.0713 | No |
| 59 | Ercc3 | 5956 | -0.007 | -0.0825 | No |
| 60 | Rev3l | 5965 | -0.008 | -0.0829 | No |
| 61 | Pold3 | 5996 | -0.010 | -0.0851 | No |
| 62 | Nelfe | 6008 | -0.012 | -0.0856 | No |
| 63 | Polr2c | 6049 | -0.015 | -0.0885 | No |
| 64 | Dctn4 | 6124 | -0.019 | -0.0940 | No |
| 65 | Gtf2f1 | 6151 | -0.022 | -0.0955 | No |
| 66 | Supt5 | 6185 | -0.024 | -0.0975 | No |
| 67 | Edf1 | 6294 | -0.031 | -0.1054 | No |
| 68 | Gsdme | 6367 | -0.035 | -0.1103 | No |
| 69 | Rad51 | 6375 | -0.036 | -0.1098 | No |
| 70 | Nt5c3 | 6427 | -0.039 | -0.1129 | No |
| 71 | Guk1 | 6619 | -0.053 | -0.1269 | No |
| 72 | Ercc2 | 6670 | -0.056 | -0.1294 | No |
| 73 | Nudt9 | 6685 | -0.057 | -0.1290 | No |
| 74 | Upf3b | 6690 | -0.057 | -0.1277 | No |
| 75 | Ell | 6758 | -0.062 | -0.1314 | No |
| 76 | Nme1 | 7151 | -0.089 | -0.1608 | No |
| 77 | Ercc1 | 7234 | -0.094 | -0.1648 | No |
| 78 | Taf6 | 7774 | -0.129 | -0.2051 | No |
| 79 | Xpc | 7803 | -0.131 | -0.2037 | No |
| 80 | Nelfcd | 7838 | -0.133 | -0.2027 | No |
| 81 | Hcls1 | 7840 | -0.133 | -0.1991 | No |
| 82 | Rfc4 | 7843 | -0.133 | -0.1955 | No |
| 83 | Polh | 7876 | -0.136 | -0.1943 | No |
| 84 | Pola2 | 7926 | -0.140 | -0.1944 | No |
| 85 | Taf13 | 7963 | -0.142 | -0.1934 | No |
| 86 | Sdcbp | 7966 | -0.143 | -0.1896 | No |
| 87 | Smad5 | 8012 | -0.146 | -0.1891 | No |
| 88 | Gmpr2 | 8047 | -0.148 | -0.1878 | No |
| 89 | Clp1 | 8255 | -0.164 | -0.2000 | No |
| 90 | Aaas | 8363 | -0.172 | -0.2039 | No |
| 91 | Dguok | 8414 | -0.177 | -0.2031 | No |
| 92 | Rfc2 | 8571 | -0.189 | -0.2105 | No |
| 93 | Impdh2 | 8642 | -0.194 | -0.2108 | No |
| 94 | Ago4 | 8733 | -0.199 | -0.2125 | No |
| 95 | Srsf6 | 8747 | -0.200 | -0.2080 | No |
| 96 | Vps37b | 8757 | -0.200 | -0.2031 | No |
| 97 | Tyms | 8808 | -0.204 | -0.2015 | No |
| 98 | Polr2e | 8999 | -0.217 | -0.2109 | No |
| 99 | Pom121 | 9215 | -0.235 | -0.2218 | No |
| 100 | Taf12 | 9340 | -0.244 | -0.2251 | No |
| 101 | Tk2 | 9421 | -0.251 | -0.2246 | No |
| 102 | Polr2f | 9566 | -0.264 | -0.2289 | Yes |
| 103 | Cmpk2 | 9577 | -0.265 | -0.2223 | Yes |
| 104 | Dad1 | 9676 | -0.271 | -0.2227 | Yes |
| 105 | Gtf2h5 | 9690 | -0.273 | -0.2162 | Yes |
| 106 | Nudt21 | 9709 | -0.274 | -0.2100 | Yes |
| 107 | Eloa | 9791 | -0.281 | -0.2087 | Yes |
| 108 | Poll | 9858 | -0.287 | -0.2061 | Yes |
| 109 | Zfp707 | 10053 | -0.304 | -0.2133 | Yes |
| 110 | Pold1 | 10054 | -0.304 | -0.2048 | Yes |
| 111 | Rnmt | 10079 | -0.306 | -0.1983 | Yes |
| 112 | Eif1b | 10137 | -0.312 | -0.1942 | Yes |
| 113 | Gtf2h3 | 10174 | -0.316 | -0.1883 | Yes |
| 114 | Polr2j | 10246 | -0.323 | -0.1851 | Yes |
| 115 | Vps28 | 10304 | -0.328 | -0.1805 | Yes |
| 116 | Cox17 | 10319 | -0.329 | -0.1725 | Yes |
| 117 | Rae1 | 10353 | -0.333 | -0.1659 | Yes |
| 118 | Nelfb | 10411 | -0.339 | -0.1611 | Yes |
| 119 | Dut | 10509 | -0.349 | -0.1592 | Yes |
| 120 | Npr2 | 10797 | -0.381 | -0.1719 | Yes |
| 121 | Rad52 | 10799 | -0.381 | -0.1613 | Yes |
| 122 | Dgcr8 | 10970 | -0.403 | -0.1639 | Yes |
| 123 | Taf10 | 10974 | -0.404 | -0.1529 | Yes |
| 124 | Mpc2 | 11000 | -0.407 | -0.1435 | Yes |
| 125 | Polr3c | 11161 | -0.432 | -0.1445 | Yes |
| 126 | Pde4b | 11185 | -0.434 | -0.1342 | Yes |
| 127 | Mrpl40 | 11252 | -0.445 | -0.1272 | Yes |
| 128 | Sf3a3 | 11274 | -0.448 | -0.1164 | Yes |
| 129 | Pnp | 11301 | -0.453 | -0.1058 | Yes |
| 130 | Polr2g | 11417 | -0.471 | -0.1020 | Yes |
| 131 | Tsg101 | 11434 | -0.473 | -0.0901 | Yes |
| 132 | Taf9 | 11479 | -0.482 | -0.0802 | Yes |
| 133 | Umps | 11480 | -0.482 | -0.0668 | Yes |
| 134 | Rpa3 | 11657 | -0.521 | -0.0665 | Yes |
| 135 | Rbx1 | 11726 | -0.538 | -0.0570 | Yes |
| 136 | Arl6ip1 | 11755 | -0.545 | -0.0441 | Yes |
| 137 | Polr2h | 12146 | -0.686 | -0.0567 | Yes |
| 138 | Gtf2a2 | 12279 | -0.798 | -0.0451 | Yes |
| 139 | Snapc5 | 12397 | -0.993 | -0.0269 | Yes |
| 140 | Ncbp2 | 12415 | -1.089 | 0.0021 | Yes |

