| 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_MITOTIC_SPINDLE |
| Enrichment Score (ES) | -0.21588376 |
| Normalized Enrichment Score (NES) | -0.9002879 |
| Nominal p-value | 0.61714286 |
| FDR q-value | 1.0 |
| FWER p-Value | 1.0 |

| SYMBOL | RANK IN GENE LIST | RANK METRIC SCORE | RUNNING ES | CORE ENRICHMENT | |
|---|---|---|---|---|---|
| 1 | Map1s | 26 | 1.028 | 0.0194 | No |
| 2 | Tsc1 | 37 | 0.947 | 0.0383 | No |
| 3 | Net1 | 117 | 0.790 | 0.0484 | No |
| 4 | Kif1b | 130 | 0.780 | 0.0637 | No |
| 5 | Klc1 | 184 | 0.726 | 0.0746 | No |
| 6 | Katna1 | 273 | 0.669 | 0.0814 | No |
| 7 | Cd2ap | 293 | 0.657 | 0.0936 | No |
| 8 | Dync1h1 | 394 | 0.610 | 0.0982 | No |
| 9 | Espl1 | 419 | 0.606 | 0.1089 | No |
| 10 | Pcgf5 | 433 | 0.597 | 0.1203 | No |
| 11 | Vcl | 690 | 0.509 | 0.1100 | No |
| 12 | Tubgcp5 | 966 | 0.456 | 0.0971 | No |
| 13 | Marcks | 971 | 0.455 | 0.1063 | No |
| 14 | Tlk1 | 1137 | 0.421 | 0.1017 | No |
| 15 | Stau1 | 1161 | 0.418 | 0.1085 | No |
| 16 | Arhgef3 | 1169 | 0.417 | 0.1167 | No |
| 17 | Taok2 | 1307 | 0.399 | 0.1139 | No |
| 18 | Gsn | 1345 | 0.394 | 0.1191 | No |
| 19 | Kifap3 | 1369 | 0.390 | 0.1253 | No |
| 20 | Lrpprc | 1389 | 0.387 | 0.1319 | No |
| 21 | Pcnt | 1442 | 0.380 | 0.1356 | No |
| 22 | Rasa2 | 1447 | 0.379 | 0.1432 | No |
| 23 | Kif20b | 1639 | 0.348 | 0.1349 | No |
| 24 | Pdlim5 | 1674 | 0.344 | 0.1393 | No |
| 25 | Kptn | 1730 | 0.338 | 0.1419 | No |
| 26 | Nin | 1886 | 0.317 | 0.1359 | No |
| 27 | Epb41 | 1933 | 0.312 | 0.1386 | No |
| 28 | Sorbs2 | 1982 | 0.304 | 0.1411 | No |
| 29 | Notch2 | 2112 | 0.292 | 0.1366 | No |
| 30 | Cttn | 2172 | 0.283 | 0.1377 | No |
| 31 | Arhgap27 | 2183 | 0.282 | 0.1428 | No |
| 32 | Alms1 | 2186 | 0.282 | 0.1486 | No |
| 33 | Uxt | 2322 | 0.271 | 0.1432 | No |
| 34 | Dst | 2336 | 0.269 | 0.1478 | No |
| 35 | Tubd1 | 2534 | 0.254 | 0.1370 | No |
| 36 | Cntrob | 2737 | 0.233 | 0.1254 | No |
| 37 | Rapgef6 | 2778 | 0.230 | 0.1269 | No |
| 38 | Ttk | 2859 | 0.224 | 0.1251 | No |
| 39 | Ppp4r2 | 3029 | 0.213 | 0.1158 | No |
| 40 | Brca2 | 3085 | 0.209 | 0.1156 | No |
| 41 | Cep250 | 3311 | 0.190 | 0.1012 | No |
| 42 | Pafah1b1 | 3349 | 0.186 | 0.1021 | No |
| 43 | Arfgef1 | 3368 | 0.185 | 0.1045 | No |
| 44 | Als2 | 3381 | 0.184 | 0.1074 | No |
| 45 | Map3k11 | 3410 | 0.182 | 0.1089 | No |
| 46 | Numa1 | 3580 | 0.166 | 0.0986 | No |
| 47 | Arl8a | 3609 | 0.164 | 0.0997 | No |
| 48 | Tubgcp6 | 3656 | 0.160 | 0.0993 | No |
| 49 | Pxn | 3670 | 0.159 | 0.1016 | No |
| 50 | Ccdc88a | 3728 | 0.155 | 0.1002 | No |
| 51 | Akap13 | 3741 | 0.153 | 0.1024 | No |
| 52 | Ect2 | 3782 | 0.151 | 0.1023 | No |
| 53 | Wasf2 | 3832 | 0.147 | 0.1014 | No |
| 54 | Wasl | 3834 | 0.147 | 0.1043 | No |
| 55 | Sptbn1 | 3852 | 0.146 | 0.1060 | No |
| 56 | Cdk5rap2 | 3998 | 0.134 | 0.0970 | No |
| 57 | Flnb | 4026 | 0.131 | 0.0975 | No |
| 58 | Arhgef2 | 4143 | 0.123 | 0.0906 | No |
| 59 | Bcr | 4271 | 0.113 | 0.0826 | No |
| 60 | Sass6 | 4325 | 0.110 | 0.0806 | No |
| 61 | Csnk1d | 4340 | 0.109 | 0.0818 | No |
| 62 | Aurka | 4453 | 0.102 | 0.0748 | No |
| 63 | Sos1 | 4469 | 0.100 | 0.0756 | No |
| 64 | Nck2 | 4511 | 0.098 | 0.0743 | No |
| 65 | Rock1 | 4754 | 0.080 | 0.0563 | No |
| 66 | Rhof | 4761 | 0.080 | 0.0574 | No |
| 67 | Rasa1 | 4786 | 0.078 | 0.0571 | No |
| 68 | Kif3c | 4920 | 0.068 | 0.0477 | No |
| 69 | Itsn1 | 4924 | 0.068 | 0.0489 | No |
| 70 | Cep72 | 4959 | 0.066 | 0.0475 | No |
| 71 | Arhgef7 | 4981 | 0.065 | 0.0471 | No |
| 72 | Arfip2 | 5006 | 0.063 | 0.0465 | No |
| 73 | Arhgef11 | 5034 | 0.061 | 0.0456 | No |
| 74 | Ssh2 | 5043 | 0.060 | 0.0462 | No |
| 75 | Sptan1 | 5076 | 0.059 | 0.0448 | No |
| 76 | Anln | 5121 | 0.055 | 0.0423 | No |
| 77 | Plekhg2 | 5194 | 0.050 | 0.0375 | No |
| 78 | Kntc1 | 5233 | 0.048 | 0.0354 | No |
| 79 | Mid1 | 5396 | 0.037 | 0.0230 | No |
| 80 | Clasp1 | 5733 | 0.017 | -0.0041 | No |
| 81 | Tubgcp3 | 5743 | 0.016 | -0.0045 | No |
| 82 | Bub1 | 5855 | 0.010 | -0.0133 | No |
| 83 | Prex1 | 5921 | 0.005 | -0.0185 | No |
| 84 | Ezr | 5940 | 0.004 | -0.0199 | No |
| 85 | Cdc42 | 6268 | -0.010 | -0.0464 | No |
| 86 | Pif1 | 6364 | -0.018 | -0.0538 | No |
| 87 | Nek2 | 6365 | -0.018 | -0.0534 | No |
| 88 | Ranbp9 | 6368 | -0.018 | -0.0532 | No |
| 89 | Clip1 | 6374 | -0.018 | -0.0532 | No |
| 90 | Myh9 | 6443 | -0.023 | -0.0583 | No |
| 91 | Septin9 | 6463 | -0.024 | -0.0593 | No |
| 92 | Capzb | 6549 | -0.027 | -0.0657 | No |
| 93 | Cyth2 | 6676 | -0.037 | -0.0752 | No |
| 94 | Myo1e | 6818 | -0.045 | -0.0858 | No |
| 95 | Fgd4 | 6838 | -0.047 | -0.0863 | No |
| 96 | Trio | 6889 | -0.050 | -0.0894 | No |
| 97 | Rabgap1 | 6922 | -0.052 | -0.0909 | No |
| 98 | Apc | 6971 | -0.054 | -0.0937 | No |
| 99 | Cntrl | 6987 | -0.055 | -0.0938 | No |
| 100 | Katnb1 | 7083 | -0.061 | -0.1002 | No |
| 101 | Abi1 | 7181 | -0.067 | -0.1067 | No |
| 102 | Dlg1 | 7188 | -0.067 | -0.1058 | No |
| 103 | Rictor | 7212 | -0.069 | -0.1063 | No |
| 104 | Cep192 | 7213 | -0.069 | -0.1048 | No |
| 105 | Mid1ip1 | 7372 | -0.078 | -0.1161 | No |
| 106 | Mapre1 | 7375 | -0.079 | -0.1146 | No |
| 107 | Kif5b | 7452 | -0.083 | -0.1191 | No |
| 108 | Kif22 | 7496 | -0.086 | -0.1208 | No |
| 109 | Bin1 | 7554 | -0.090 | -0.1236 | No |
| 110 | Arhgap10 | 7626 | -0.095 | -0.1274 | No |
| 111 | Dynll2 | 7662 | -0.098 | -0.1282 | No |
| 112 | Birc5 | 7685 | -0.099 | -0.1279 | No |
| 113 | Epb41l2 | 7701 | -0.100 | -0.1270 | No |
| 114 | Ndc80 | 7726 | -0.102 | -0.1269 | No |
| 115 | Ywhae | 7748 | -0.104 | -0.1264 | No |
| 116 | Smc1a | 7753 | -0.105 | -0.1245 | No |
| 117 | Cenpj | 7757 | -0.105 | -0.1226 | No |
| 118 | Pcm1 | 7818 | -0.109 | -0.1252 | No |
| 119 | Sun2 | 7833 | -0.111 | -0.1240 | No |
| 120 | Kif2c | 7999 | -0.121 | -0.1349 | No |
| 121 | Arf6 | 8347 | -0.144 | -0.1602 | No |
| 122 | Cdc27 | 8374 | -0.146 | -0.1593 | No |
| 123 | Tuba4a | 8462 | -0.152 | -0.1632 | No |
| 124 | Arap3 | 8584 | -0.161 | -0.1697 | No |
| 125 | Abr | 8654 | -0.167 | -0.1719 | No |
| 126 | Arhgef12 | 8879 | -0.183 | -0.1863 | No |
| 127 | Tubgcp2 | 8920 | -0.186 | -0.1857 | No |
| 128 | Nf1 | 8973 | -0.190 | -0.1860 | No |
| 129 | Kif4 | 8985 | -0.191 | -0.1829 | No |
| 130 | Dock2 | 9006 | -0.192 | -0.1805 | No |
| 131 | Racgap1 | 9076 | -0.198 | -0.1820 | No |
| 132 | Ckap5 | 9095 | -0.199 | -0.1793 | No |
| 133 | Clip2 | 9160 | -0.203 | -0.1803 | No |
| 134 | Cenpf | 9169 | -0.204 | -0.1767 | No |
| 135 | Kif3b | 9185 | -0.205 | -0.1736 | No |
| 136 | Kif11 | 9283 | -0.213 | -0.1771 | No |
| 137 | Tbcd | 9326 | -0.216 | -0.1760 | No |
| 138 | Abl1 | 9391 | -0.220 | -0.1766 | No |
| 139 | Cdk1 | 9469 | -0.226 | -0.1781 | No |
| 140 | Sac3d1 | 9471 | -0.226 | -0.1735 | No |
| 141 | Rapgef5 | 9484 | -0.226 | -0.1697 | No |
| 142 | Arhgap4 | 9515 | -0.227 | -0.1674 | No |
| 143 | Arhgdia | 9529 | -0.227 | -0.1637 | No |
| 144 | Rfc1 | 9531 | -0.227 | -0.1591 | No |
| 145 | Smc3 | 9945 | -0.263 | -0.1873 | No |
| 146 | Lats1 | 10061 | -0.271 | -0.1910 | No |
| 147 | Atg4b | 10078 | -0.273 | -0.1866 | No |
| 148 | Myo9b | 10120 | -0.276 | -0.1842 | No |
| 149 | Cenpe | 10296 | -0.294 | -0.1923 | No |
| 150 | Nusap1 | 10586 | -0.320 | -0.2092 | Yes |
| 151 | Arhgap5 | 10609 | -0.323 | -0.2042 | Yes |
| 152 | Top2a | 10616 | -0.324 | -0.1979 | Yes |
| 153 | Nedd9 | 10719 | -0.336 | -0.1992 | Yes |
| 154 | Rhot2 | 10795 | -0.344 | -0.1982 | Yes |
| 155 | Llgl1 | 10870 | -0.353 | -0.1968 | Yes |
| 156 | Nck1 | 10877 | -0.354 | -0.1899 | Yes |
| 157 | Hook3 | 10889 | -0.355 | -0.1834 | Yes |
| 158 | Actn4 | 10971 | -0.365 | -0.1824 | Yes |
| 159 | Hdac6 | 11014 | -0.370 | -0.1781 | Yes |
| 160 | Flna | 11028 | -0.372 | -0.1713 | Yes |
| 161 | Cep57 | 11079 | -0.380 | -0.1675 | Yes |
| 162 | Smc4 | 11110 | -0.385 | -0.1619 | Yes |
| 163 | Bcl2l11 | 11247 | -0.403 | -0.1645 | Yes |
| 164 | Rab3gap1 | 11310 | -0.413 | -0.1610 | Yes |
| 165 | Cep131 | 11335 | -0.419 | -0.1542 | Yes |
| 166 | Tpx2 | 11346 | -0.421 | -0.1462 | Yes |
| 167 | Fgd6 | 11423 | -0.430 | -0.1434 | Yes |
| 168 | Dlgap5 | 11484 | -0.437 | -0.1391 | Yes |
| 169 | Cdc42ep4 | 11514 | -0.443 | -0.1323 | Yes |
| 170 | Kif15 | 11518 | -0.444 | -0.1232 | Yes |
| 171 | Prc1 | 11541 | -0.449 | -0.1156 | Yes |
| 172 | Rasal2 | 11543 | -0.449 | -0.1063 | Yes |
| 173 | Mark4 | 11757 | -0.492 | -0.1134 | Yes |
| 174 | Ralbp1 | 11799 | -0.498 | -0.1064 | Yes |
| 175 | Stk38l | 11812 | -0.500 | -0.0969 | Yes |
| 176 | Incenp | 11841 | -0.507 | -0.0886 | Yes |
| 177 | Lmnb1 | 11885 | -0.528 | -0.0810 | Yes |
| 178 | Cdc42bpa | 11926 | -0.543 | -0.0730 | Yes |
| 179 | Ccnb2 | 12038 | -0.579 | -0.0699 | Yes |
| 180 | Tiam1 | 12053 | -0.585 | -0.0588 | Yes |
| 181 | Kif23 | 12090 | -0.607 | -0.0491 | Yes |
| 182 | Dock4 | 12097 | -0.612 | -0.0368 | Yes |
| 183 | Fbxo5 | 12151 | -0.633 | -0.0279 | Yes |
| 184 | Myh10 | 12262 | -0.704 | -0.0221 | Yes |
| 185 | Pkd2 | 12329 | -0.786 | -0.0111 | Yes |
| 186 | Plk1 | 12402 | -0.964 | 0.0032 | Yes |

