| Dataset | MEP.MEP.mega_Pheno.cls #Group1_versus_Group4.MEP.mega_Pheno.cls #Group1_versus_Group4_repos |
| Phenotype | MEP.mega_Pheno.cls#Group1_versus_Group4_repos |
| Upregulated in class | 3 |
| GeneSet | HALLMARK_DNA_REPAIR |
| Enrichment Score (ES) | -0.2898111 |
| Normalized Enrichment Score (NES) | -1.2919137 |
| Nominal p-value | 0.1311787 |
| FDR q-value | 0.4256259 |
| FWER p-Value | 0.78 |

| SYMBOL | RANK IN GENE LIST | RANK METRIC SCORE | RUNNING ES | CORE ENRICHMENT | |
|---|---|---|---|---|---|
| 1 | Pde6g | 266 | 0.700 | 0.0047 | No |
| 2 | Adrm1 | 558 | 0.589 | 0.0051 | No |
| 3 | Adcy6 | 826 | 0.527 | 0.0051 | No |
| 4 | Npr2 | 898 | 0.516 | 0.0151 | No |
| 5 | Zfp707 | 900 | 0.516 | 0.0287 | No |
| 6 | Gmpr2 | 1128 | 0.480 | 0.0296 | No |
| 7 | Cstf3 | 1161 | 0.476 | 0.0406 | No |
| 8 | Srsf6 | 1263 | 0.460 | 0.0475 | No |
| 9 | Ercc8 | 1390 | 0.442 | 0.0527 | No |
| 10 | Cda | 1432 | 0.437 | 0.0621 | No |
| 11 | Gtf3c5 | 1746 | 0.400 | 0.0564 | No |
| 12 | Tarbp2 | 1909 | 0.385 | 0.0582 | No |
| 13 | Smad5 | 2344 | 0.350 | 0.0448 | No |
| 14 | Aaas | 2427 | 0.344 | 0.0497 | No |
| 15 | Usp11 | 2636 | 0.330 | 0.0476 | No |
| 16 | Rnmt | 3008 | 0.304 | 0.0362 | No |
| 17 | Vps37b | 3096 | 0.296 | 0.0396 | No |
| 18 | Polh | 3237 | 0.287 | 0.0399 | No |
| 19 | Rad51 | 3511 | 0.270 | 0.0328 | No |
| 20 | Rpa2 | 3619 | 0.263 | 0.0342 | No |
| 21 | Snapc4 | 3716 | 0.256 | 0.0360 | No |
| 22 | Nme3 | 3792 | 0.252 | 0.0387 | No |
| 23 | Nfx1 | 4023 | 0.238 | 0.0330 | No |
| 24 | Polr3gl | 4213 | 0.230 | 0.0293 | No |
| 25 | Nme4 | 4389 | 0.222 | 0.0260 | No |
| 26 | Pold3 | 4556 | 0.211 | 0.0230 | No |
| 27 | Eloa | 4753 | 0.202 | 0.0181 | No |
| 28 | Ercc3 | 4973 | 0.190 | 0.0117 | No |
| 29 | Pola1 | 5177 | 0.183 | 0.0060 | No |
| 30 | Nt5c3 | 5382 | 0.172 | -0.0001 | No |
| 31 | Cant1 | 5422 | 0.170 | 0.0024 | No |
| 32 | Xpc | 5445 | 0.169 | 0.0057 | No |
| 33 | Pcna | 5679 | 0.156 | -0.0023 | No |
| 34 | Sf3a3 | 5703 | 0.155 | 0.0006 | No |
| 35 | Polr3c | 5753 | 0.152 | 0.0021 | No |
| 36 | Rev3l | 5826 | 0.149 | 0.0023 | No |
| 37 | Dgcr8 | 5879 | 0.146 | 0.0034 | No |
| 38 | Nelfcd | 6246 | 0.128 | -0.0123 | No |
| 39 | Hcls1 | 6633 | 0.118 | -0.0293 | No |
| 40 | Dctn4 | 6843 | 0.108 | -0.0374 | No |
| 41 | Gtf2f1 | 6879 | 0.106 | -0.0364 | No |
| 42 | Ak1 | 6992 | 0.101 | -0.0395 | No |
| 43 | Rfc4 | 7014 | 0.099 | -0.0380 | No |
| 44 | Ssrp1 | 7035 | 0.099 | -0.0364 | No |
| 45 | Supt5 | 7091 | 0.096 | -0.0368 | No |
| 46 | Taf1c | 7194 | 0.091 | -0.0397 | No |
| 47 | Polr2h | 7394 | 0.082 | -0.0479 | No |
| 48 | Taf12 | 7415 | 0.080 | -0.0468 | No |
| 49 | Gpx4 | 7467 | 0.079 | -0.0473 | No |
| 50 | Bcap31 | 7689 | 0.069 | -0.0571 | No |
| 51 | Nudt9 | 7826 | 0.062 | -0.0625 | No |
| 52 | Ercc5 | 7929 | 0.057 | -0.0663 | No |
| 53 | Polr2d | 7976 | 0.055 | -0.0673 | No |
| 54 | Lig1 | 8570 | 0.031 | -0.0974 | No |
| 55 | Umps | 8924 | 0.016 | -0.1154 | No |
| 56 | Nudt21 | 8972 | 0.014 | -0.1175 | No |
| 57 | Rala | 8983 | 0.013 | -0.1176 | No |
| 58 | Pold1 | 9283 | 0.000 | -0.1332 | No |
| 59 | Tsg101 | 9453 | -0.002 | -0.1420 | No |
| 60 | Rad52 | 9499 | -0.004 | -0.1442 | No |
| 61 | Ercc2 | 9613 | -0.008 | -0.1499 | No |
| 62 | Polr1c | 9822 | -0.018 | -0.1603 | No |
| 63 | Polr2a | 9868 | -0.020 | -0.1621 | No |
| 64 | Pold4 | 10110 | -0.032 | -0.1738 | No |
| 65 | Polr2c | 10135 | -0.033 | -0.1742 | No |
| 66 | Mpc2 | 10183 | -0.036 | -0.1757 | No |
| 67 | Ddb1 | 10364 | -0.042 | -0.1840 | No |
| 68 | Dut | 10594 | -0.053 | -0.1945 | No |
| 69 | Polr2f | 10751 | -0.060 | -0.2011 | No |
| 70 | Nme1 | 10990 | -0.071 | -0.2116 | No |
| 71 | Fen1 | 11086 | -0.075 | -0.2146 | No |
| 72 | Prim1 | 11111 | -0.075 | -0.2139 | No |
| 73 | Supt4a | 11455 | -0.092 | -0.2293 | No |
| 74 | Mpg | 11463 | -0.092 | -0.2272 | No |
| 75 | Surf1 | 11516 | -0.094 | -0.2275 | No |
| 76 | Polr2k | 11573 | -0.097 | -0.2278 | No |
| 77 | Taf10 | 11622 | -0.099 | -0.2277 | No |
| 78 | Gtf2h1 | 11694 | -0.102 | -0.2287 | No |
| 79 | Gtf2h5 | 11842 | -0.109 | -0.2335 | No |
| 80 | Ercc4 | 11852 | -0.110 | -0.2310 | No |
| 81 | Zwint | 11884 | -0.111 | -0.2297 | No |
| 82 | Tyms | 11913 | -0.113 | -0.2281 | No |
| 83 | Polr1d | 11947 | -0.114 | -0.2269 | No |
| 84 | Rrm2b | 12021 | -0.117 | -0.2276 | No |
| 85 | Nelfe | 12977 | -0.157 | -0.2732 | No |
| 86 | Ell | 12999 | -0.158 | -0.2702 | No |
| 87 | Tk2 | 13000 | -0.158 | -0.2660 | No |
| 88 | Cmpk2 | 13267 | -0.169 | -0.2754 | No |
| 89 | Pola2 | 13293 | -0.171 | -0.2721 | No |
| 90 | Guk1 | 13369 | -0.172 | -0.2715 | No |
| 91 | Pde4b | 13468 | -0.177 | -0.2719 | No |
| 92 | Poll | 13495 | -0.178 | -0.2685 | No |
| 93 | Sdcbp | 13519 | -0.180 | -0.2650 | No |
| 94 | Pom121 | 13638 | -0.184 | -0.2662 | No |
| 95 | Rfc5 | 13748 | -0.190 | -0.2669 | No |
| 96 | Taf13 | 13751 | -0.190 | -0.2620 | No |
| 97 | Ada | 14009 | -0.202 | -0.2700 | No |
| 98 | Alyref | 14036 | -0.203 | -0.2660 | No |
| 99 | Rpa3 | 14284 | -0.213 | -0.2732 | No |
| 100 | Ercc1 | 14330 | -0.216 | -0.2698 | No |
| 101 | Cetn2 | 14490 | -0.225 | -0.2722 | No |
| 102 | Gtf2h3 | 14496 | -0.225 | -0.2665 | No |
| 103 | Polr2j | 14641 | -0.233 | -0.2678 | No |
| 104 | Gtf2b | 14687 | -0.235 | -0.2639 | No |
| 105 | Ddb2 | 15011 | -0.252 | -0.2741 | No |
| 106 | Cox17 | 15020 | -0.252 | -0.2678 | No |
| 107 | Upf3b | 15158 | -0.260 | -0.2681 | No |
| 108 | Trp53 | 15173 | -0.261 | -0.2619 | No |
| 109 | Polr1h | 15261 | -0.267 | -0.2594 | No |
| 110 | Nelfb | 15496 | -0.278 | -0.2642 | No |
| 111 | Ago4 | 15988 | -0.310 | -0.2816 | Yes |
| 112 | Ncbp2 | 16011 | -0.311 | -0.2745 | Yes |
| 113 | Mrpl40 | 16055 | -0.315 | -0.2684 | Yes |
| 114 | Dad1 | 16086 | -0.317 | -0.2616 | Yes |
| 115 | Taf9 | 16098 | -0.317 | -0.2537 | Yes |
| 116 | Rfc2 | 16235 | -0.325 | -0.2522 | Yes |
| 117 | Rae1 | 16363 | -0.335 | -0.2499 | Yes |
| 118 | Dguok | 16587 | -0.350 | -0.2523 | Yes |
| 119 | Polr2i | 16984 | -0.380 | -0.2629 | Yes |
| 120 | Edf1 | 16989 | -0.380 | -0.2530 | Yes |
| 121 | Polr2e | 17118 | -0.393 | -0.2493 | Yes |
| 122 | Clp1 | 17134 | -0.395 | -0.2396 | Yes |
| 123 | Stx3 | 17457 | -0.422 | -0.2452 | Yes |
| 124 | Ak3 | 17526 | -0.428 | -0.2374 | Yes |
| 125 | Polb | 17592 | -0.432 | -0.2293 | Yes |
| 126 | Itpa | 17773 | -0.451 | -0.2268 | Yes |
| 127 | Pole4 | 17831 | -0.458 | -0.2176 | Yes |
| 128 | Impdh2 | 17969 | -0.479 | -0.2120 | Yes |
| 129 | Gtf2a2 | 18039 | -0.488 | -0.2027 | Yes |
| 130 | Taf6 | 18118 | -0.500 | -0.1935 | Yes |
| 131 | Sec61a1 | 18214 | -0.514 | -0.1848 | Yes |
| 132 | Pnp | 18536 | -0.573 | -0.1864 | Yes |
| 133 | Snapc5 | 18543 | -0.575 | -0.1715 | Yes |
| 134 | Nt5c | 18598 | -0.586 | -0.1587 | Yes |
| 135 | Eif1b | 18661 | -0.603 | -0.1460 | Yes |
| 136 | Polr2g | 18708 | -0.615 | -0.1321 | Yes |
| 137 | Rfc3 | 18768 | -0.633 | -0.1184 | Yes |
| 138 | Sac3d1 | 18875 | -0.663 | -0.1063 | Yes |
| 139 | Brf2 | 18927 | -0.685 | -0.0908 | Yes |
| 140 | Rbx1 | 18991 | -0.716 | -0.0751 | Yes |
| 141 | Gsdme | 19077 | -0.771 | -0.0591 | Yes |
| 142 | Aprt | 19119 | -0.808 | -0.0398 | Yes |
| 143 | Arl6ip1 | 19138 | -0.816 | -0.0191 | Yes |
| 144 | Vps28 | 19278 | -1.051 | 0.0015 | Yes |

