| Dataset | MPP.MPP_Pheno.cls#Group1_versus_Group3.MPP_Pheno.cls#Group1_versus_Group3_repos |
| Phenotype | MPP_Pheno.cls#Group1_versus_Group3_repos |
| Upregulated in class | 2 |
| GeneSet | HALLMARK_G2M_CHECKPOINT |
| Enrichment Score (ES) | -0.34788308 |
| Normalized Enrichment Score (NES) | -1.2448826 |
| Nominal p-value | 0.2755102 |
| FDR q-value | 1.0 |
| FWER p-Value | 0.936 |

| SYMBOL | RANK IN GENE LIST | RANK METRIC SCORE | RUNNING ES | CORE ENRICHMENT | |
|---|---|---|---|---|---|
| 1 | Tfdp1 | 66 | 0.804 | 0.0109 | No |
| 2 | Hnrnpd | 454 | 0.562 | 0.0008 | No |
| 3 | E2f1 | 503 | 0.549 | 0.0081 | No |
| 4 | Rasal2 | 633 | 0.517 | 0.0106 | No |
| 5 | Numa1 | 694 | 0.504 | 0.0165 | No |
| 6 | Smc1a | 908 | 0.471 | 0.0138 | No |
| 7 | Dr1 | 940 | 0.466 | 0.0205 | No |
| 8 | Cdkn2c | 1019 | 0.452 | 0.0245 | No |
| 9 | Mcm6 | 1032 | 0.451 | 0.0319 | No |
| 10 | Hnrnpu | 1059 | 0.446 | 0.0385 | No |
| 11 | Slc12a2 | 1137 | 0.435 | 0.0422 | No |
| 12 | Slc7a5 | 1139 | 0.435 | 0.0499 | No |
| 13 | Chek1 | 1160 | 0.432 | 0.0565 | No |
| 14 | Cdc6 | 1200 | 0.428 | 0.0621 | No |
| 15 | Kpnb1 | 1212 | 0.427 | 0.0691 | No |
| 16 | Cdc25a | 1243 | 0.423 | 0.0751 | No |
| 17 | Mcm3 | 1302 | 0.413 | 0.0794 | No |
| 18 | Nolc1 | 1456 | 0.396 | 0.0786 | No |
| 19 | Mybl2 | 1587 | 0.381 | 0.0786 | No |
| 20 | Hspa8 | 1714 | 0.369 | 0.0786 | No |
| 21 | Smarcc1 | 1863 | 0.357 | 0.0773 | No |
| 22 | Srsf10 | 2003 | 0.344 | 0.0762 | No |
| 23 | Mcm2 | 2089 | 0.336 | 0.0778 | No |
| 24 | Gins2 | 2104 | 0.334 | 0.0830 | No |
| 25 | Tnpo2 | 2143 | 0.332 | 0.0870 | No |
| 26 | Lig3 | 2423 | 0.313 | 0.0781 | No |
| 27 | Ccnt1 | 2480 | 0.309 | 0.0807 | No |
| 28 | Abl1 | 2653 | 0.299 | 0.0771 | No |
| 29 | Ncl | 2685 | 0.297 | 0.0808 | No |
| 30 | Uck2 | 2767 | 0.292 | 0.0817 | No |
| 31 | Mcm5 | 2771 | 0.291 | 0.0868 | No |
| 32 | E2f4 | 2837 | 0.286 | 0.0885 | No |
| 33 | Notch2 | 3126 | 0.267 | 0.0783 | No |
| 34 | Chaf1a | 3196 | 0.262 | 0.0794 | No |
| 35 | Upf1 | 3198 | 0.262 | 0.0840 | No |
| 36 | Rad54l | 3305 | 0.254 | 0.0830 | No |
| 37 | Cul1 | 3507 | 0.244 | 0.0770 | No |
| 38 | Nasp | 3582 | 0.241 | 0.0774 | No |
| 39 | Efna5 | 3598 | 0.240 | 0.0809 | No |
| 40 | Pola2 | 3727 | 0.233 | 0.0784 | No |
| 41 | Ilf3 | 3733 | 0.233 | 0.0823 | No |
| 42 | Slc38a1 | 3744 | 0.233 | 0.0859 | No |
| 43 | Syncrip | 3774 | 0.231 | 0.0885 | No |
| 44 | Cdc7 | 3874 | 0.226 | 0.0874 | No |
| 45 | E2f3 | 3971 | 0.221 | 0.0864 | No |
| 46 | Smad3 | 4199 | 0.209 | 0.0784 | No |
| 47 | Sfpq | 4241 | 0.207 | 0.0799 | No |
| 48 | Rbl1 | 4250 | 0.207 | 0.0832 | No |
| 49 | Fancc | 4400 | 0.199 | 0.0790 | No |
| 50 | Rad21 | 4497 | 0.196 | 0.0775 | No |
| 51 | Hif1a | 4788 | 0.181 | 0.0657 | No |
| 52 | Ss18 | 4803 | 0.180 | 0.0682 | No |
| 53 | H2bc12 | 4833 | 0.179 | 0.0699 | No |
| 54 | Tacc3 | 4988 | 0.172 | 0.0650 | No |
| 55 | Rad23b | 5050 | 0.169 | 0.0648 | No |
| 56 | Gspt1 | 5184 | 0.165 | 0.0609 | No |
| 57 | Lbr | 5256 | 0.162 | 0.0601 | No |
| 58 | Slc7a1 | 5315 | 0.160 | 0.0599 | No |
| 59 | Nsd2 | 5341 | 0.159 | 0.0614 | No |
| 60 | Prpf4b | 5357 | 0.158 | 0.0635 | No |
| 61 | Pole | 5437 | 0.154 | 0.0621 | No |
| 62 | Xpo1 | 5818 | 0.135 | 0.0448 | No |
| 63 | Nup50 | 6021 | 0.126 | 0.0366 | No |
| 64 | Nup98 | 6085 | 0.123 | 0.0356 | No |
| 65 | Exo1 | 6091 | 0.123 | 0.0375 | No |
| 66 | Cul4a | 6099 | 0.123 | 0.0393 | No |
| 67 | Hira | 6132 | 0.122 | 0.0398 | No |
| 68 | Mapk14 | 6198 | 0.119 | 0.0386 | No |
| 69 | Pafah1b1 | 6202 | 0.119 | 0.0405 | No |
| 70 | Lmnb1 | 6274 | 0.116 | 0.0389 | No |
| 71 | Tle3 | 6290 | 0.116 | 0.0402 | No |
| 72 | Ezh2 | 6388 | 0.114 | 0.0372 | No |
| 73 | Prim2 | 6423 | 0.113 | 0.0375 | No |
| 74 | Kif5b | 6514 | 0.110 | 0.0348 | No |
| 75 | Mtf2 | 6698 | 0.102 | 0.0271 | No |
| 76 | Hmga1b | 6780 | 0.098 | 0.0246 | No |
| 77 | Egf | 6875 | 0.093 | 0.0214 | No |
| 78 | Pml | 7006 | 0.089 | 0.0163 | No |
| 79 | Atf5 | 7046 | 0.087 | 0.0158 | No |
| 80 | G3bp1 | 7113 | 0.084 | 0.0139 | No |
| 81 | Ythdc1 | 7122 | 0.084 | 0.0150 | No |
| 82 | Pds5b | 7253 | 0.079 | 0.0097 | No |
| 83 | Rps6ka5 | 7265 | 0.079 | 0.0105 | No |
| 84 | Ctcf | 7504 | 0.068 | -0.0006 | No |
| 85 | Dkc1 | 7603 | 0.064 | -0.0046 | No |
| 86 | Srsf1 | 7756 | 0.059 | -0.0114 | No |
| 87 | Arid4a | 7798 | 0.057 | -0.0125 | No |
| 88 | Stag1 | 7879 | 0.053 | -0.0157 | No |
| 89 | Tra2b | 8027 | 0.048 | -0.0224 | No |
| 90 | Mnat1 | 8164 | 0.044 | -0.0287 | No |
| 91 | Ewsr1 | 8198 | 0.042 | -0.0297 | No |
| 92 | Cdc45 | 8342 | 0.036 | -0.0364 | No |
| 93 | Dtymk | 8369 | 0.035 | -0.0372 | No |
| 94 | Srsf2 | 8555 | 0.028 | -0.0462 | No |
| 95 | Odc1 | 8651 | 0.025 | -0.0507 | No |
| 96 | Brca2 | 8848 | 0.017 | -0.0606 | No |
| 97 | Casp8ap2 | 8880 | 0.016 | -0.0619 | No |
| 98 | Atrx | 8893 | 0.016 | -0.0622 | No |
| 99 | Myc | 9017 | 0.011 | -0.0684 | No |
| 100 | Ddx39a | 9359 | -0.000 | -0.0860 | No |
| 101 | Cul5 | 9409 | -0.002 | -0.0885 | No |
| 102 | Top1 | 9558 | -0.008 | -0.0960 | No |
| 103 | Ttk | 9786 | -0.016 | -0.1075 | No |
| 104 | Katna1 | 9839 | -0.019 | -0.1099 | No |
| 105 | Wrn | 9908 | -0.021 | -0.1130 | No |
| 106 | Fbxo5 | 9966 | -0.023 | -0.1155 | No |
| 107 | Bard1 | 9986 | -0.023 | -0.1161 | No |
| 108 | Orc6 | 10316 | -0.037 | -0.1325 | No |
| 109 | Cdkn1b | 10345 | -0.038 | -0.1333 | No |
| 110 | Cul3 | 10422 | -0.041 | -0.1365 | No |
| 111 | Chmp1a | 10485 | -0.043 | -0.1389 | No |
| 112 | Traip | 10494 | -0.043 | -0.1386 | No |
| 113 | Meis1 | 10573 | -0.047 | -0.1418 | No |
| 114 | Foxn3 | 10586 | -0.047 | -0.1416 | No |
| 115 | Ccnd1 | 10616 | -0.048 | -0.1422 | No |
| 116 | Amd1 | 11166 | -0.071 | -0.1694 | No |
| 117 | Suv39h1 | 11406 | -0.078 | -0.1804 | No |
| 118 | Orc5 | 11467 | -0.081 | -0.1820 | No |
| 119 | Tent4a | 12301 | -0.114 | -0.2231 | No |
| 120 | Incenp | 12633 | -0.128 | -0.2380 | No |
| 121 | Pbk | 12669 | -0.130 | -0.2375 | No |
| 122 | Sap30 | 12786 | -0.135 | -0.2411 | No |
| 123 | Prmt5 | 12984 | -0.144 | -0.2487 | No |
| 124 | Tmpo | 13163 | -0.150 | -0.2553 | No |
| 125 | Snrpd1 | 13429 | -0.162 | -0.2661 | No |
| 126 | Bcl3 | 13687 | -0.176 | -0.2763 | No |
| 127 | Rpa2 | 13760 | -0.179 | -0.2768 | No |
| 128 | Cks1b | 13769 | -0.180 | -0.2740 | No |
| 129 | H2az1 | 14077 | -0.194 | -0.2865 | No |
| 130 | Smc2 | 14119 | -0.196 | -0.2851 | No |
| 131 | Kif22 | 14178 | -0.199 | -0.2846 | No |
| 132 | Hus1 | 14323 | -0.206 | -0.2884 | No |
| 133 | Cdc27 | 14351 | -0.207 | -0.2861 | No |
| 134 | Map3k20 | 14517 | -0.215 | -0.2908 | No |
| 135 | Polq | 14576 | -0.218 | -0.2899 | No |
| 136 | E2f2 | 14606 | -0.219 | -0.2876 | No |
| 137 | Cdk4 | 14780 | -0.227 | -0.2925 | No |
| 138 | Cbx1 | 14953 | -0.237 | -0.2972 | No |
| 139 | Ccna2 | 15046 | -0.243 | -0.2976 | No |
| 140 | Nek2 | 15310 | -0.258 | -0.3067 | No |
| 141 | Ndc80 | 15474 | -0.266 | -0.3104 | No |
| 142 | Meis2 | 15634 | -0.274 | -0.3137 | No |
| 143 | Odf2 | 15697 | -0.277 | -0.3120 | No |
| 144 | Sqle | 15869 | -0.287 | -0.3158 | No |
| 145 | Stil | 15937 | -0.292 | -0.3140 | No |
| 146 | Pura | 16103 | -0.302 | -0.3172 | No |
| 147 | Dmd | 16314 | -0.316 | -0.3225 | No |
| 148 | Hmgb3 | 16472 | -0.327 | -0.3248 | No |
| 149 | Plk4 | 16631 | -0.338 | -0.3269 | No |
| 150 | Bub1 | 16799 | -0.351 | -0.3294 | No |
| 151 | Top2a | 17158 | -0.376 | -0.3412 | Yes |
| 152 | Prc1 | 17182 | -0.378 | -0.3357 | Yes |
| 153 | Birc5 | 17267 | -0.384 | -0.3332 | Yes |
| 154 | Cdc20 | 17283 | -0.385 | -0.3271 | Yes |
| 155 | Aurka | 17331 | -0.388 | -0.3227 | Yes |
| 156 | Kmt5a | 17340 | -0.389 | -0.3162 | Yes |
| 157 | H2az2 | 17550 | -0.410 | -0.3197 | Yes |
| 158 | Ccnf | 17569 | -0.412 | -0.3133 | Yes |
| 159 | Pttg1 | 17647 | -0.419 | -0.3099 | Yes |
| 160 | Cenpf | 17701 | -0.427 | -0.3050 | Yes |
| 161 | Tgfb1 | 17706 | -0.427 | -0.2976 | Yes |
| 162 | Cks2 | 17738 | -0.430 | -0.2916 | Yes |
| 163 | Kif11 | 17828 | -0.441 | -0.2884 | Yes |
| 164 | Smc4 | 17869 | -0.445 | -0.2825 | Yes |
| 165 | Cdk1 | 17907 | -0.449 | -0.2765 | Yes |
| 166 | Troap | 17963 | -0.453 | -0.2713 | Yes |
| 167 | Kif15 | 17978 | -0.455 | -0.2639 | Yes |
| 168 | Espl1 | 18062 | -0.465 | -0.2599 | Yes |
| 169 | Hmmr | 18168 | -0.481 | -0.2568 | Yes |
| 170 | Racgap1 | 18199 | -0.484 | -0.2498 | Yes |
| 171 | Stmn1 | 18280 | -0.495 | -0.2451 | Yes |
| 172 | Kif4 | 18342 | -0.503 | -0.2393 | Yes |
| 173 | H2ax | 18412 | -0.512 | -0.2338 | Yes |
| 174 | Cenpe | 18524 | -0.533 | -0.2301 | Yes |
| 175 | Kif23 | 18546 | -0.537 | -0.2216 | Yes |
| 176 | Ube2s | 18655 | -0.554 | -0.2174 | Yes |
| 177 | Mad2l1 | 18681 | -0.560 | -0.2087 | Yes |
| 178 | Jpt1 | 18687 | -0.561 | -0.1990 | Yes |
| 179 | Marcks | 18751 | -0.574 | -0.1921 | Yes |
| 180 | Mki67 | 18937 | -0.619 | -0.1907 | Yes |
| 181 | Kif20b | 18972 | -0.632 | -0.1812 | Yes |
| 182 | Dbf4 | 18992 | -0.638 | -0.1708 | Yes |
| 183 | Knl1 | 19093 | -0.673 | -0.1640 | Yes |
| 184 | Aurkb | 19139 | -0.687 | -0.1542 | Yes |
| 185 | Bub3 | 19198 | -0.717 | -0.1444 | Yes |
| 186 | Tpx2 | 19231 | -0.736 | -0.1330 | Yes |
| 187 | Kif2c | 19242 | -0.742 | -0.1203 | Yes |
| 188 | Ccnb2 | 19348 | -0.820 | -0.1112 | Yes |
| 189 | Ube2c | 19395 | -0.866 | -0.0981 | Yes |
| 190 | Cdc25b | 19415 | -0.899 | -0.0832 | Yes |
| 191 | Nusap1 | 19473 | -1.020 | -0.0680 | Yes |
| 192 | Cenpa | 19498 | -1.222 | -0.0475 | Yes |
| 193 | Plk1 | 19506 | -1.325 | -0.0243 | Yes |
| 194 | Cdkn3 | 19509 | -1.383 | 0.0002 | Yes |

