| 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_E2F_TARGETS |
| Enrichment Score (ES) | -0.24946056 |
| Normalized Enrichment Score (NES) | -0.92021066 |
| Nominal p-value | 0.55791503 |
| FDR q-value | 1.0 |
| FWER p-Value | 1.0 |

| SYMBOL | RANK IN GENE LIST | RANK METRIC SCORE | RUNNING ES | CORE ENRICHMENT | |
|---|---|---|---|---|---|
| 1 | Ppm1d | 24 | 1.028 | 0.0202 | No |
| 2 | Ak2 | 32 | 0.976 | 0.0406 | No |
| 3 | Xpo1 | 60 | 0.890 | 0.0576 | No |
| 4 | Dclre1b | 171 | 0.740 | 0.0646 | No |
| 5 | Espl1 | 419 | 0.606 | 0.0575 | No |
| 6 | Nup153 | 550 | 0.550 | 0.0587 | No |
| 7 | Chek2 | 610 | 0.534 | 0.0654 | No |
| 8 | Rnaseh2a | 667 | 0.515 | 0.0719 | No |
| 9 | Wee1 | 779 | 0.490 | 0.0734 | No |
| 10 | Tbrg4 | 791 | 0.487 | 0.0830 | No |
| 11 | Pan2 | 987 | 0.453 | 0.0768 | No |
| 12 | Dnmt1 | 1128 | 0.422 | 0.0745 | No |
| 13 | Ssrp1 | 1346 | 0.394 | 0.0652 | No |
| 14 | Dck | 1348 | 0.394 | 0.0736 | No |
| 15 | Stmn1 | 1353 | 0.393 | 0.0818 | No |
| 16 | Cks2 | 1542 | 0.362 | 0.0742 | No |
| 17 | Pms2 | 1610 | 0.352 | 0.0763 | No |
| 18 | Timeless | 1853 | 0.320 | 0.0635 | No |
| 19 | Ncapd2 | 1856 | 0.320 | 0.0702 | No |
| 20 | Nop56 | 1908 | 0.314 | 0.0728 | No |
| 21 | Xrcc6 | 1919 | 0.313 | 0.0787 | No |
| 22 | Brms1l | 1948 | 0.309 | 0.0831 | No |
| 23 | Exosc8 | 2110 | 0.292 | 0.0763 | No |
| 24 | Rpa1 | 2148 | 0.286 | 0.0794 | No |
| 25 | Mcm5 | 2329 | 0.270 | 0.0705 | No |
| 26 | Orc6 | 2346 | 0.268 | 0.0750 | No |
| 27 | Mcm6 | 2439 | 0.263 | 0.0731 | No |
| 28 | Rrm2 | 2480 | 0.259 | 0.0755 | No |
| 29 | Nup107 | 2557 | 0.251 | 0.0747 | No |
| 30 | Ung | 2706 | 0.235 | 0.0676 | No |
| 31 | Tfrc | 2738 | 0.233 | 0.0701 | No |
| 32 | Srsf1 | 2788 | 0.229 | 0.0711 | No |
| 33 | Gins3 | 2852 | 0.225 | 0.0708 | No |
| 34 | Cdc25b | 2916 | 0.219 | 0.0703 | No |
| 35 | Pds5b | 2944 | 0.216 | 0.0728 | No |
| 36 | Tipin | 3030 | 0.213 | 0.0704 | No |
| 37 | Tubb5 | 3033 | 0.213 | 0.0749 | No |
| 38 | Srsf2 | 3044 | 0.212 | 0.0786 | No |
| 39 | Brca2 | 3085 | 0.209 | 0.0799 | No |
| 40 | Phf5a | 3220 | 0.197 | 0.0732 | No |
| 41 | Asf1a | 3343 | 0.187 | 0.0672 | No |
| 42 | Ube2s | 3400 | 0.183 | 0.0666 | No |
| 43 | Hus1 | 3617 | 0.164 | 0.0525 | No |
| 44 | Syncrip | 3693 | 0.158 | 0.0498 | No |
| 45 | Pole4 | 3895 | 0.142 | 0.0364 | No |
| 46 | Ipo7 | 3931 | 0.139 | 0.0366 | No |
| 47 | Rad50 | 4080 | 0.128 | 0.0273 | No |
| 48 | Asf1b | 4167 | 0.122 | 0.0229 | No |
| 49 | Zw10 | 4205 | 0.119 | 0.0224 | No |
| 50 | Cenpm | 4277 | 0.113 | 0.0190 | No |
| 51 | Rpa2 | 4299 | 0.112 | 0.0197 | No |
| 52 | Kif18b | 4446 | 0.103 | 0.0100 | No |
| 53 | Aurka | 4453 | 0.102 | 0.0117 | No |
| 54 | Rad21 | 4476 | 0.100 | 0.0121 | No |
| 55 | E2f8 | 4652 | 0.087 | -0.0003 | No |
| 56 | Chek1 | 4681 | 0.085 | -0.0008 | No |
| 57 | Paics | 4715 | 0.082 | -0.0017 | No |
| 58 | Eed | 4772 | 0.079 | -0.0046 | No |
| 59 | Suv39h1 | 4817 | 0.076 | -0.0065 | No |
| 60 | H2az1 | 4939 | 0.067 | -0.0149 | No |
| 61 | Ppp1r8 | 4968 | 0.066 | -0.0158 | No |
| 62 | Melk | 4989 | 0.065 | -0.0160 | No |
| 63 | Mybl2 | 5045 | 0.060 | -0.0192 | No |
| 64 | Mthfd2 | 5082 | 0.058 | -0.0209 | No |
| 65 | Eif2s1 | 5187 | 0.050 | -0.0283 | No |
| 66 | Prim2 | 5191 | 0.050 | -0.0275 | No |
| 67 | Prps1 | 5392 | 0.037 | -0.0430 | No |
| 68 | Mre11a | 5394 | 0.037 | -0.0423 | No |
| 69 | Mcm3 | 5412 | 0.036 | -0.0429 | No |
| 70 | Cdkn1b | 5483 | 0.033 | -0.0479 | No |
| 71 | Atad2 | 5548 | 0.028 | -0.0526 | No |
| 72 | Trp53 | 5633 | 0.023 | -0.0589 | No |
| 73 | Nasp | 5696 | 0.019 | -0.0636 | No |
| 74 | Brca1 | 5718 | 0.018 | -0.0649 | No |
| 75 | Ddx39a | 5786 | 0.014 | -0.0701 | No |
| 76 | Dut | 5888 | 0.007 | -0.0782 | No |
| 77 | Spc25 | 5902 | 0.006 | -0.0791 | No |
| 78 | Pold1 | 5914 | 0.005 | -0.0799 | No |
| 79 | Stag1 | 5916 | 0.005 | -0.0799 | No |
| 80 | Hmmr | 5958 | 0.003 | -0.0831 | No |
| 81 | Lbr | 6123 | -0.003 | -0.0965 | No |
| 82 | Dek | 6156 | -0.004 | -0.0990 | No |
| 83 | Shmt1 | 6181 | -0.005 | -0.1009 | No |
| 84 | Nbn | 6182 | -0.005 | -0.1007 | No |
| 85 | Dctpp1 | 6237 | -0.009 | -0.1050 | No |
| 86 | Ccp110 | 6277 | -0.011 | -0.1079 | No |
| 87 | Pola2 | 6295 | -0.012 | -0.1090 | No |
| 88 | Luc7l3 | 6297 | -0.012 | -0.1089 | No |
| 89 | Ctcf | 6323 | -0.014 | -0.1106 | No |
| 90 | Cdc20 | 6337 | -0.016 | -0.1113 | No |
| 91 | Ilf3 | 6351 | -0.017 | -0.1120 | No |
| 92 | Gspt1 | 6612 | -0.032 | -0.1326 | No |
| 93 | Cnot9 | 6636 | -0.034 | -0.1337 | No |
| 94 | Usp1 | 6741 | -0.040 | -0.1413 | No |
| 95 | Trip13 | 6815 | -0.045 | -0.1463 | No |
| 96 | Ube2t | 6906 | -0.051 | -0.1526 | No |
| 97 | Nudt21 | 7019 | -0.057 | -0.1605 | No |
| 98 | Tacc3 | 7042 | -0.059 | -0.1610 | No |
| 99 | Dscc1 | 7044 | -0.059 | -0.1598 | No |
| 100 | Cdkn2c | 7071 | -0.061 | -0.1606 | No |
| 101 | Orc2 | 7376 | -0.079 | -0.1838 | No |
| 102 | Cdk4 | 7384 | -0.079 | -0.1826 | No |
| 103 | Kif22 | 7496 | -0.086 | -0.1898 | No |
| 104 | Ing3 | 7574 | -0.091 | -0.1942 | No |
| 105 | Cdc25a | 7603 | -0.093 | -0.1945 | No |
| 106 | Pnn | 7641 | -0.096 | -0.1954 | No |
| 107 | Birc5 | 7685 | -0.099 | -0.1968 | No |
| 108 | Mlh1 | 7693 | -0.100 | -0.1952 | No |
| 109 | Rbbp7 | 7700 | -0.100 | -0.1935 | No |
| 110 | Gins4 | 7746 | -0.104 | -0.1950 | No |
| 111 | Smc1a | 7753 | -0.105 | -0.1932 | No |
| 112 | Kif2c | 7999 | -0.121 | -0.2106 | No |
| 113 | Pole | 8087 | -0.127 | -0.2150 | No |
| 114 | Hnrnpd | 8191 | -0.133 | -0.2205 | No |
| 115 | Spag5 | 8228 | -0.136 | -0.2205 | No |
| 116 | Nap1l1 | 8386 | -0.146 | -0.2302 | No |
| 117 | Smc6 | 8550 | -0.158 | -0.2401 | No |
| 118 | Pcna | 8573 | -0.161 | -0.2384 | No |
| 119 | Lig1 | 8581 | -0.161 | -0.2355 | No |
| 120 | Prdx4 | 8623 | -0.165 | -0.2353 | No |
| 121 | Spc24 | 8683 | -0.170 | -0.2365 | No |
| 122 | Mms22l | 8750 | -0.174 | -0.2381 | No |
| 123 | Donson | 8890 | -0.184 | -0.2455 | Yes |
| 124 | Bub1b | 8930 | -0.187 | -0.2447 | Yes |
| 125 | Tmpo | 8956 | -0.189 | -0.2426 | Yes |
| 126 | Nolc1 | 8957 | -0.189 | -0.2386 | Yes |
| 127 | Hells | 8970 | -0.189 | -0.2355 | Yes |
| 128 | Kif4 | 8985 | -0.191 | -0.2325 | Yes |
| 129 | Ubr7 | 8992 | -0.191 | -0.2289 | Yes |
| 130 | Nup205 | 9009 | -0.192 | -0.2260 | Yes |
| 131 | Racgap1 | 9076 | -0.198 | -0.2271 | Yes |
| 132 | Hmgb3 | 9078 | -0.198 | -0.2230 | Yes |
| 133 | Aurkb | 9084 | -0.198 | -0.2191 | Yes |
| 134 | Nme1 | 9122 | -0.201 | -0.2178 | Yes |
| 135 | Tra2b | 9166 | -0.203 | -0.2169 | Yes |
| 136 | Rpa3 | 9191 | -0.205 | -0.2145 | Yes |
| 137 | H2ax | 9354 | -0.218 | -0.2230 | Yes |
| 138 | Tubg1 | 9360 | -0.218 | -0.2187 | Yes |
| 139 | Ranbp1 | 9380 | -0.220 | -0.2155 | Yes |
| 140 | Cdk1 | 9469 | -0.226 | -0.2178 | Yes |
| 141 | Rfc1 | 9531 | -0.227 | -0.2179 | Yes |
| 142 | Slbp | 9628 | -0.236 | -0.2207 | Yes |
| 143 | Rfc2 | 9644 | -0.237 | -0.2168 | Yes |
| 144 | Cit | 9667 | -0.239 | -0.2134 | Yes |
| 145 | Pa2g4 | 9690 | -0.240 | -0.2100 | Yes |
| 146 | Lsm8 | 9778 | -0.247 | -0.2118 | Yes |
| 147 | Pold3 | 9861 | -0.255 | -0.2130 | Yes |
| 148 | Snrpb | 9914 | -0.260 | -0.2117 | Yes |
| 149 | Smc3 | 9945 | -0.263 | -0.2084 | Yes |
| 150 | Rad1 | 9985 | -0.266 | -0.2059 | Yes |
| 151 | Msh2 | 9987 | -0.266 | -0.2003 | Yes |
| 152 | Cdkn1a | 10046 | -0.270 | -0.1992 | Yes |
| 153 | Cenpe | 10296 | -0.294 | -0.2132 | Yes |
| 154 | Pold2 | 10348 | -0.297 | -0.2109 | Yes |
| 155 | Cks1b | 10353 | -0.297 | -0.2049 | Yes |
| 156 | Ran | 10459 | -0.306 | -0.2068 | Yes |
| 157 | Mki67 | 10564 | -0.318 | -0.2085 | Yes |
| 158 | Top2a | 10616 | -0.324 | -0.2057 | Yes |
| 159 | Mcm2 | 10677 | -0.331 | -0.2034 | Yes |
| 160 | Psip1 | 10714 | -0.335 | -0.1991 | Yes |
| 161 | Lyar | 10734 | -0.337 | -0.1934 | Yes |
| 162 | Cdca8 | 10772 | -0.342 | -0.1891 | Yes |
| 163 | Hmgb2 | 10810 | -0.347 | -0.1846 | Yes |
| 164 | Gins1 | 10862 | -0.352 | -0.1812 | Yes |
| 165 | Jpt1 | 10880 | -0.354 | -0.1750 | Yes |
| 166 | Depdc1a | 10957 | -0.363 | -0.1734 | Yes |
| 167 | Ezh2 | 10981 | -0.366 | -0.1674 | Yes |
| 168 | Smc4 | 11110 | -0.385 | -0.1695 | Yes |
| 169 | Cdca3 | 11123 | -0.386 | -0.1622 | Yes |
| 170 | Mcm4 | 11168 | -0.392 | -0.1573 | Yes |
| 171 | Rad51ap1 | 11182 | -0.395 | -0.1499 | Yes |
| 172 | Mad2l1 | 11284 | -0.410 | -0.1493 | Yes |
| 173 | Pttg1 | 11305 | -0.412 | -0.1421 | Yes |
| 174 | Tk1 | 11356 | -0.422 | -0.1370 | Yes |
| 175 | Cbx5 | 11373 | -0.424 | -0.1292 | Yes |
| 176 | Cdkn3 | 11386 | -0.425 | -0.1210 | Yes |
| 177 | Anp32e | 11453 | -0.432 | -0.1171 | Yes |
| 178 | Plk4 | 11461 | -0.433 | -0.1083 | Yes |
| 179 | Dlgap5 | 11484 | -0.437 | -0.1007 | Yes |
| 180 | Myc | 11490 | -0.438 | -0.0917 | Yes |
| 181 | Pop7 | 11652 | -0.472 | -0.0947 | Yes |
| 182 | Prkdc | 11878 | -0.526 | -0.1017 | Yes |
| 183 | Lmnb1 | 11885 | -0.528 | -0.0908 | Yes |
| 184 | Bard1 | 11886 | -0.528 | -0.0795 | Yes |
| 185 | Mcm7 | 11971 | -0.556 | -0.0743 | Yes |
| 186 | Ccnb2 | 12038 | -0.579 | -0.0673 | Yes |
| 187 | Psmc3ip | 12206 | -0.668 | -0.0665 | Yes |
| 188 | Rfc3 | 12246 | -0.694 | -0.0547 | Yes |
| 189 | Wdr90 | 12285 | -0.729 | -0.0421 | Yes |
| 190 | Cse1l | 12304 | -0.753 | -0.0274 | Yes |
| 191 | Diaph3 | 12353 | -0.819 | -0.0137 | Yes |
| 192 | Plk1 | 12402 | -0.964 | 0.0032 | Yes |

