| Dataset | Mast.Mast_Pheno.cls #Group3_versus_Group4.Mast_Pheno.cls #Group3_versus_Group4_repos |
| Phenotype | Mast_Pheno.cls#Group3_versus_Group4_repos |
| Upregulated in class | 3 |
| GeneSet | HALLMARK_DNA_REPAIR |
| Enrichment Score (ES) | -0.18157402 |
| Normalized Enrichment Score (NES) | -0.8711524 |
| Nominal p-value | 0.81983805 |
| FDR q-value | 0.9904698 |
| FWER p-Value | 1.0 |

| SYMBOL | RANK IN GENE LIST | RANK METRIC SCORE | RUNNING ES | CORE ENRICHMENT | |
|---|---|---|---|---|---|
| 1 | Taf9 | 51 | 0.913 | 0.0239 | No |
| 2 | Srsf6 | 383 | 0.616 | 0.0159 | No |
| 3 | Nt5c3 | 431 | 0.599 | 0.0304 | No |
| 4 | Nelfb | 549 | 0.550 | 0.0378 | No |
| 5 | Eloa | 611 | 0.534 | 0.0492 | No |
| 6 | Gtf2f1 | 676 | 0.512 | 0.0598 | No |
| 7 | Poll | 683 | 0.511 | 0.0749 | No |
| 8 | Dgcr8 | 773 | 0.491 | 0.0828 | No |
| 9 | Npr2 | 949 | 0.461 | 0.0827 | No |
| 10 | Supt5 | 965 | 0.456 | 0.0955 | No |
| 11 | Polr2j | 974 | 0.454 | 0.1088 | No |
| 12 | Taf10 | 1055 | 0.434 | 0.1156 | No |
| 13 | Taf6 | 1229 | 0.410 | 0.1141 | No |
| 14 | Ssrp1 | 1346 | 0.394 | 0.1168 | No |
| 15 | Polr2d | 1448 | 0.379 | 0.1202 | No |
| 16 | Polr3c | 1547 | 0.361 | 0.1233 | No |
| 17 | Rae1 | 1592 | 0.354 | 0.1306 | No |
| 18 | Pom121 | 1887 | 0.317 | 0.1164 | No |
| 19 | Taf12 | 1932 | 0.312 | 0.1224 | No |
| 20 | Umps | 2065 | 0.295 | 0.1207 | No |
| 21 | Gtf2a2 | 2113 | 0.292 | 0.1259 | No |
| 22 | Clp1 | 2150 | 0.286 | 0.1317 | No |
| 23 | Mpg | 2194 | 0.281 | 0.1369 | No |
| 24 | Cmpk2 | 2224 | 0.279 | 0.1431 | No |
| 25 | Gtf2h3 | 2423 | 0.264 | 0.1351 | No |
| 26 | Cant1 | 2453 | 0.261 | 0.1407 | No |
| 27 | Polr2h | 2588 | 0.247 | 0.1374 | No |
| 28 | Nelfcd | 2853 | 0.225 | 0.1229 | No |
| 29 | Sf3a3 | 3057 | 0.211 | 0.1129 | No |
| 30 | Pnp | 3157 | 0.203 | 0.1110 | No |
| 31 | Nt5c | 3210 | 0.198 | 0.1129 | No |
| 32 | Pde4b | 3314 | 0.189 | 0.1103 | No |
| 33 | Rfc4 | 3361 | 0.185 | 0.1123 | No |
| 34 | Polr2a | 3799 | 0.149 | 0.0813 | No |
| 35 | Cox17 | 3865 | 0.145 | 0.0805 | No |
| 36 | Ak3 | 3889 | 0.143 | 0.0830 | No |
| 37 | Pole4 | 3895 | 0.142 | 0.0870 | No |
| 38 | Rrm2b | 3906 | 0.141 | 0.0905 | No |
| 39 | Ercc2 | 4074 | 0.128 | 0.0809 | No |
| 40 | Adrm1 | 4211 | 0.118 | 0.0734 | No |
| 41 | Rpa2 | 4299 | 0.112 | 0.0698 | No |
| 42 | Polh | 4350 | 0.109 | 0.0691 | No |
| 43 | Tk2 | 4373 | 0.107 | 0.0706 | No |
| 44 | Nme4 | 4541 | 0.096 | 0.0599 | No |
| 45 | Ell | 4630 | 0.089 | 0.0555 | No |
| 46 | Polr2c | 4654 | 0.087 | 0.0563 | No |
| 47 | Dctn4 | 4665 | 0.086 | 0.0581 | No |
| 48 | Gtf2h5 | 4726 | 0.081 | 0.0558 | No |
| 49 | Polr1c | 4991 | 0.064 | 0.0363 | No |
| 50 | Mpc2 | 5126 | 0.055 | 0.0271 | No |
| 51 | Gtf2h1 | 5189 | 0.050 | 0.0236 | No |
| 52 | Zfp707 | 5220 | 0.048 | 0.0226 | No |
| 53 | Mrpl40 | 5358 | 0.040 | 0.0127 | No |
| 54 | Hcls1 | 5431 | 0.035 | 0.0079 | No |
| 55 | Usp11 | 5481 | 0.033 | 0.0049 | No |
| 56 | Cstf3 | 5499 | 0.032 | 0.0045 | No |
| 57 | Vps37b | 5524 | 0.030 | 0.0035 | No |
| 58 | Dguok | 5540 | 0.029 | 0.0032 | No |
| 59 | Snapc5 | 5596 | 0.025 | -0.0005 | No |
| 60 | Trp53 | 5633 | 0.023 | -0.0028 | No |
| 61 | Gmpr2 | 5656 | 0.021 | -0.0039 | No |
| 62 | Xpc | 5840 | 0.011 | -0.0185 | No |
| 63 | Rfc5 | 5881 | 0.007 | -0.0215 | No |
| 64 | Dut | 5888 | 0.007 | -0.0218 | No |
| 65 | Pold1 | 5914 | 0.005 | -0.0236 | No |
| 66 | Ercc5 | 6183 | -0.005 | -0.0453 | No |
| 67 | Pola2 | 6295 | -0.012 | -0.0539 | No |
| 68 | Ddb2 | 6603 | -0.031 | -0.0779 | No |
| 69 | Rbx1 | 6796 | -0.044 | -0.0922 | No |
| 70 | Polr2f | 6908 | -0.051 | -0.0996 | No |
| 71 | Rad52 | 6977 | -0.055 | -0.1035 | No |
| 72 | Ddb1 | 6992 | -0.056 | -0.1029 | No |
| 73 | Nudt21 | 7019 | -0.057 | -0.1033 | No |
| 74 | Arl6ip1 | 7085 | -0.062 | -0.1067 | No |
| 75 | Polr2g | 7087 | -0.062 | -0.1049 | No |
| 76 | Fen1 | 7234 | -0.070 | -0.1146 | No |
| 77 | Polr2k | 7255 | -0.072 | -0.1140 | No |
| 78 | Dad1 | 7267 | -0.072 | -0.1127 | No |
| 79 | Gsdme | 7365 | -0.078 | -0.1182 | No |
| 80 | Cetn2 | 7447 | -0.083 | -0.1222 | No |
| 81 | Upf3b | 7450 | -0.083 | -0.1198 | No |
| 82 | Bcap31 | 7555 | -0.090 | -0.1255 | No |
| 83 | Polb | 7674 | -0.098 | -0.1321 | No |
| 84 | Ada | 7734 | -0.103 | -0.1338 | No |
| 85 | Ercc3 | 7739 | -0.103 | -0.1309 | No |
| 86 | Smad5 | 7758 | -0.105 | -0.1292 | No |
| 87 | Pold4 | 7807 | -0.108 | -0.1297 | No |
| 88 | Pola1 | 8049 | -0.124 | -0.1455 | No |
| 89 | Surf1 | 8392 | -0.147 | -0.1688 | No |
| 90 | Polr1d | 8526 | -0.156 | -0.1748 | No |
| 91 | Pcna | 8573 | -0.161 | -0.1736 | No |
| 92 | Lig1 | 8581 | -0.161 | -0.1693 | No |
| 93 | Sdcbp | 8585 | -0.161 | -0.1645 | No |
| 94 | Rad51 | 8594 | -0.162 | -0.1602 | No |
| 95 | Guk1 | 8611 | -0.164 | -0.1565 | No |
| 96 | Ncbp2 | 8622 | -0.164 | -0.1523 | No |
| 97 | Taf1c | 8723 | -0.173 | -0.1551 | No |
| 98 | Ago4 | 8955 | -0.189 | -0.1681 | No |
| 99 | Nme1 | 9122 | -0.201 | -0.1754 | Yes |
| 100 | Ercc1 | 9158 | -0.203 | -0.1720 | Yes |
| 101 | Zwint | 9163 | -0.203 | -0.1661 | Yes |
| 102 | Gtf2b | 9171 | -0.204 | -0.1604 | Yes |
| 103 | Rpa3 | 9191 | -0.205 | -0.1557 | Yes |
| 104 | Adcy6 | 9337 | -0.217 | -0.1608 | Yes |
| 105 | Polr2e | 9341 | -0.217 | -0.1544 | Yes |
| 106 | Sac3d1 | 9471 | -0.226 | -0.1579 | Yes |
| 107 | Gpx4 | 9587 | -0.233 | -0.1601 | Yes |
| 108 | Sec61a1 | 9588 | -0.233 | -0.1530 | Yes |
| 109 | Rfc2 | 9644 | -0.237 | -0.1502 | Yes |
| 110 | Nudt9 | 9855 | -0.255 | -0.1594 | Yes |
| 111 | Pold3 | 9861 | -0.255 | -0.1520 | Yes |
| 112 | Rala | 9965 | -0.264 | -0.1523 | Yes |
| 113 | Brf2 | 10083 | -0.273 | -0.1534 | Yes |
| 114 | Stx3 | 10272 | -0.291 | -0.1598 | Yes |
| 115 | Nelfe | 10402 | -0.300 | -0.1610 | Yes |
| 116 | Edf1 | 10484 | -0.309 | -0.1581 | Yes |
| 117 | Tyms | 10489 | -0.310 | -0.1490 | Yes |
| 118 | Aaas | 10503 | -0.311 | -0.1405 | Yes |
| 119 | Eif1b | 10517 | -0.312 | -0.1319 | Yes |
| 120 | Impdh2 | 10554 | -0.317 | -0.1251 | Yes |
| 121 | Taf13 | 10558 | -0.317 | -0.1156 | Yes |
| 122 | Vps28 | 10561 | -0.318 | -0.1061 | Yes |
| 123 | Tarbp2 | 10659 | -0.330 | -0.1038 | Yes |
| 124 | Rnmt | 10764 | -0.341 | -0.1018 | Yes |
| 125 | Prim1 | 10914 | -0.357 | -0.1029 | Yes |
| 126 | Rev3l | 10955 | -0.363 | -0.0951 | Yes |
| 127 | Nfx1 | 11021 | -0.372 | -0.0889 | Yes |
| 128 | Gtf3c5 | 11022 | -0.372 | -0.0775 | Yes |
| 129 | Tsg101 | 11314 | -0.414 | -0.0885 | Yes |
| 130 | Ercc4 | 11411 | -0.429 | -0.0831 | Yes |
| 131 | Snapc4 | 11466 | -0.434 | -0.0742 | Yes |
| 132 | Polr3gl | 11536 | -0.448 | -0.0660 | Yes |
| 133 | Alyref | 11568 | -0.454 | -0.0546 | Yes |
| 134 | Supt4a | 11667 | -0.475 | -0.0480 | Yes |
| 135 | Polr1h | 11682 | -0.476 | -0.0345 | Yes |
| 136 | Ercc8 | 11783 | -0.496 | -0.0274 | Yes |
| 137 | Polr2i | 11907 | -0.538 | -0.0209 | Yes |
| 138 | Itpa | 11940 | -0.546 | -0.0068 | Yes |
| 139 | Rfc3 | 12246 | -0.694 | -0.0103 | Yes |
| 140 | Aprt | 12361 | -0.849 | 0.0065 | Yes |

