| Dataset | RNR_GSEA_DESEQ2_PVAL |
| Phenotype | NoPhenotypeAvailable |
| Upregulated in class | na_neg |
| GeneSet | V$YY1_02 |
| Enrichment Score (ES) | -0.12910967 |
| Normalized Enrichment Score (NES) | -2.317121 |
| Nominal p-value | 0.0 |
| FDR q-value | 0.02745883 |
| FWER p-Value | 0.159 |

| PROBE | GENE SYMBOL | GENE_TITLE | RANK IN GENE LIST | RANK METRIC SCORE | RUNNING ES | CORE ENRICHMENT | |
|---|---|---|---|---|---|---|---|
| 1 | PTBP2 | 268 | 0.987 | -0.0103 | No | ||
| 2 | KIAA1143 | 407 | 0.977 | -0.0135 | No | ||
| 3 | SNRNP35 | 482 | 0.973 | -0.0133 | No | ||
| 4 | EPC1 | 517 | 0.971 | -0.0108 | No | ||
| 5 | CSAD | 703 | 0.962 | -0.0166 | No | ||
| 6 | ATP5F1 | 755 | 0.959 | -0.0151 | No | ||
| 7 | ANAPC10 | 756 | 0.959 | -0.0109 | No | ||
| 8 | PATZ1 | 814 | 0.957 | -0.0097 | No | ||
| 9 | AIP | 920 | 0.952 | -0.0111 | No | ||
| 10 | MECOM | 960 | 0.950 | -0.0090 | No | ||
| 11 | MAEA | 1042 | 0.945 | -0.0091 | No | ||
| 12 | NDRG3 | 1047 | 0.945 | -0.0050 | No | ||
| 13 | STRN4 | 1095 | 0.942 | -0.0033 | No | ||
| 14 | CAMLG | 1118 | 0.941 | -0.0002 | No | ||
| 15 | BCL2L13 | 1449 | 0.922 | -0.0139 | No | ||
| 16 | SRSF3 | 1491 | 0.920 | -0.0119 | No | ||
| 17 | HSPA8 | 1861 | 0.900 | -0.0276 | No | ||
| 18 | BCL2L1 | 1882 | 0.899 | -0.0245 | No | ||
| 19 | WDR77 | 1932 | 0.896 | -0.0228 | No | ||
| 20 | ZNF689 | 1948 | 0.895 | -0.0194 | No | ||
| 21 | ABCE1 | 1957 | 0.895 | -0.0155 | No | ||
| 22 | CNNM1 | 2126 | 0.886 | -0.0204 | No | ||
| 23 | SLC39A9 | 2137 | 0.886 | -0.0167 | No | ||
| 24 | SELT | 2164 | 0.884 | -0.0138 | No | ||
| 25 | REXO1 | 2633 | 0.860 | -0.0350 | No | ||
| 26 | BTF3 | 2644 | 0.859 | -0.0312 | No | ||
| 27 | ERH | 2751 | 0.854 | -0.0327 | No | ||
| 28 | UBTF | 2786 | 0.852 | -0.0303 | No | ||
| 29 | PIGL | 2946 | 0.842 | -0.0347 | No | ||
| 30 | NFYC | 3102 | 0.833 | -0.0388 | No | ||
| 31 | PCF11 | 3238 | 0.824 | -0.0419 | No | ||
| 32 | PCNT | 3339 | 0.820 | -0.0431 | No | ||
| 33 | TBC1D17 | 3417 | 0.816 | -0.0430 | No | ||
| 34 | ADNP | 3422 | 0.816 | -0.0389 | No | ||
| 35 | MRPL1 | 3491 | 0.813 | -0.0383 | No | ||
| 36 | TAF6 | 3549 | 0.809 | -0.0372 | No | ||
| 37 | CCDC151 | 3857 | 0.792 | -0.0496 | No | ||
| 38 | PIGV | 3920 | 0.789 | -0.0487 | No | ||
| 39 | PIAS3 | 4072 | 0.780 | -0.0526 | No | ||
| 40 | SELM | 4126 | 0.777 | -0.0512 | No | ||
| 41 | ASB2 | 4231 | 0.771 | -0.0526 | No | ||
| 42 | TOMM40L | 4280 | 0.769 | -0.0509 | No | ||
| 43 | CLVS1 | 4324 | 0.766 | -0.0490 | No | ||
| 44 | NACA | 4386 | 0.763 | -0.0480 | No | ||
| 45 | UBA52 | 4469 | 0.760 | -0.0482 | No | ||
| 46 | AP1G1 | 4582 | 0.753 | -0.0500 | No | ||
| 47 | FAM193B | 4662 | 0.748 | -0.0501 | No | ||
| 48 | MARK3 | 4785 | 0.742 | -0.0524 | No | ||
| 49 | ADO | 4873 | 0.737 | -0.0529 | No | ||
| 50 | GTF3C2 | 4939 | 0.733 | -0.0521 | No | ||
| 51 | DZIP1 | 4984 | 0.729 | -0.0502 | No | ||
| 52 | HOXA2 | 5310 | 0.710 | -0.0636 | No | ||
| 53 | MIOS | 5333 | 0.709 | -0.0606 | No | ||
| 54 | SPCS2 | 5492 | 0.701 | -0.0649 | No | ||
| 55 | CCDC71 | 5535 | 0.699 | -0.0629 | No | ||
| 56 | ENSA | 5561 | 0.697 | -0.0600 | No | ||
| 57 | NCDN | 5744 | 0.689 | -0.0656 | No | ||
| 58 | E2F6 | 5825 | 0.685 | -0.0657 | No | ||
| 59 | MORF4L2 | 5938 | 0.679 | -0.0675 | No | ||
| 60 | MYNN | 6237 | 0.662 | -0.0794 | No | ||
| 61 | ABHD1 | 6390 | 0.654 | -0.0834 | No | ||
| 62 | ARCN1 | 6499 | 0.649 | -0.0850 | No | ||
| 63 | FBXO9 | 6579 | 0.644 | -0.0850 | No | ||
| 64 | ATE1 | 6683 | 0.638 | -0.0863 | No | ||
| 65 | C9orf163 | 6803 | 0.631 | -0.0885 | No | ||
| 66 | DNAJC22 | 7027 | 0.619 | -0.0964 | No | ||
| 67 | DGCR2 | 7054 | 0.617 | -0.0935 | No | ||
| 68 | RALA | 7245 | 0.607 | -0.0996 | No | ||
| 69 | PCBP4 | 7309 | 0.604 | -0.0987 | No | ||
| 70 | ZFAT | 7312 | 0.604 | -0.0946 | No | ||
| 71 | PPP1R12B | 7403 | 0.600 | -0.0952 | No | ||
| 72 | ADK | 7411 | 0.599 | -0.0913 | No | ||
| 73 | RNF26 | 7421 | 0.599 | -0.0875 | No | ||
| 74 | ZBTB40 | 7516 | 0.593 | -0.0883 | No | ||
| 75 | INO80D | 7591 | 0.590 | -0.0881 | No | ||
| 76 | HMGXB4 | 7846 | 0.577 | -0.0976 | No | ||
| 77 | KERA | 7866 | 0.575 | -0.0944 | No | ||
| 78 | RAB1B | 7870 | 0.575 | -0.0903 | No | ||
| 79 | SLITRK5 | 7933 | 0.571 | -0.0894 | No | ||
| 80 | IER2 | 7980 | 0.569 | -0.0876 | No | ||
| 81 | MAP3K4 | 8015 | 0.567 | -0.0852 | No | ||
| 82 | KDM2A | 8112 | 0.562 | -0.0861 | No | ||
| 83 | KIF15 | 8224 | 0.556 | -0.0879 | No | ||
| 84 | CYB5D2 | 8236 | 0.555 | -0.0842 | No | ||
| 85 | NTRK3 | 8306 | 0.551 | -0.0837 | No | ||
| 86 | CHD4 | 8680 | 0.529 | -0.0997 | No | ||
| 87 | SMCR8 | 8966 | 0.513 | -0.1109 | No | ||
| 88 | AP3D1 | 9192 | 0.501 | -0.1188 | No | ||
| 89 | CNPY4 | 9311 | 0.495 | -0.1210 | No | ||
| 90 | KLF7 | 9460 | 0.487 | -0.1248 | No | ||
| 91 | NASP | 9541 | 0.483 | -0.1248 | Yes | ||
| 92 | DYRK1B | 9560 | 0.482 | -0.1215 | Yes | ||
| 93 | ZIM2 | 9562 | 0.482 | -0.1173 | Yes | ||
| 94 | UPF3B | 9703 | 0.474 | -0.1207 | Yes | ||
| 95 | GAPDH | 9709 | 0.474 | -0.1167 | Yes | ||
| 96 | SERBP1 | 9717 | 0.473 | -0.1128 | Yes | ||
| 97 | SMYD5 | 9850 | 0.464 | -0.1157 | Yes | ||
| 98 | FZD8 | 9877 | 0.463 | -0.1128 | Yes | ||
| 99 | POLR3E | 9920 | 0.460 | -0.1108 | Yes | ||
| 100 | B3GALT6 | 9954 | 0.458 | -0.1083 | Yes | ||
| 101 | TTC24 | 9973 | 0.457 | -0.1050 | Yes | ||
| 102 | EFCAB2 | 10111 | 0.449 | -0.1082 | Yes | ||
| 103 | SNAP25 | 10221 | 0.443 | -0.1099 | Yes | ||
| 104 | CTCF | 10246 | 0.442 | -0.1069 | Yes | ||
| 105 | OSBPL11 | 10357 | 0.436 | -0.1086 | Yes | ||
| 106 | RPL35A | 10470 | 0.430 | -0.1104 | Yes | ||
| 107 | CSDE1 | 10574 | 0.424 | -0.1117 | Yes | ||
| 108 | C15orf37 | 10606 | 0.423 | -0.1092 | Yes | ||
| 109 | DAP3 | 10651 | 0.421 | -0.1073 | Yes | ||
| 110 | ASH1L | 10675 | 0.419 | -0.1042 | Yes | ||
| 111 | PSMD8 | 10693 | 0.418 | -0.1009 | Yes | ||
| 112 | IWS1 | 10808 | 0.412 | -0.1028 | Yes | ||
| 113 | ZZEF1 | 10819 | 0.411 | -0.0991 | Yes | ||
| 114 | TBC1D14 | 11008 | 0.402 | -0.1050 | Yes | ||
| 115 | PRKCSH | 11083 | 0.397 | -0.1048 | Yes | ||
| 116 | ZFP37 | 11156 | 0.393 | -0.1044 | Yes | ||
| 117 | PBX3 | 11253 | 0.388 | -0.1054 | Yes | ||
| 118 | VEZF1 | 11474 | 0.376 | -0.1131 | Yes | ||
| 119 | TRA2B | 11480 | 0.375 | -0.1091 | Yes | ||
| 120 | EXOC6 | 11713 | 0.362 | -0.1174 | Yes | ||
| 121 | FUT10 | 11745 | 0.360 | -0.1148 | Yes | ||
| 122 | PPP2CA | 11817 | 0.355 | -0.1144 | Yes | ||
| 123 | BCL11B | 11868 | 0.352 | -0.1128 | Yes | ||
| 124 | RUFY1 | 11877 | 0.351 | -0.1090 | Yes | ||
| 125 | FIZ1 | 12039 | 0.342 | -0.1135 | Yes | ||
| 126 | H1F0 | 12076 | 0.340 | -0.1112 | Yes | ||
| 127 | EIF4G1 | 12103 | 0.339 | -0.1083 | Yes | ||
| 128 | MTMR2 | 12331 | 0.325 | -0.1164 | Yes | ||
| 129 | DHX15 | 12433 | 0.319 | -0.1176 | Yes | ||
| 130 | TUBA1A | 12507 | 0.315 | -0.1173 | Yes | ||
| 131 | ODF2 | 12518 | 0.314 | -0.1135 | Yes | ||
| 132 | RPL30 | 12620 | 0.309 | -0.1148 | Yes | ||
| 133 | TIA1 | 12633 | 0.308 | -0.1111 | Yes | ||
| 134 | RBM15B | 12668 | 0.306 | -0.1087 | Yes | ||
| 135 | TMEM80 | 12811 | 0.297 | -0.1122 | Yes | ||
| 136 | TOP3A | 12896 | 0.293 | -0.1124 | Yes | ||
| 137 | UBR5 | 12970 | 0.289 | -0.1121 | Yes | ||
| 138 | RAB10 | 13023 | 0.285 | -0.1107 | Yes | ||
| 139 | CCNK | 13098 | 0.281 | -0.1104 | Yes | ||
| 140 | STRN3 | 13187 | 0.276 | -0.1110 | Yes | ||
| 141 | PRDM10 | 13342 | 0.268 | -0.1151 | Yes | ||
| 142 | ARID4A | 13348 | 0.268 | -0.1111 | Yes | ||
| 143 | ZBTB22 | 13564 | 0.256 | -0.1185 | Yes | ||
| 144 | NUDT3 | 13603 | 0.254 | -0.1163 | Yes | ||
| 145 | ZFY | 13641 | 0.251 | -0.1140 | Yes | ||
| 146 | SYNGR1 | 13679 | 0.249 | -0.1117 | Yes | ||
| 147 | PEG3 | 13705 | 0.248 | -0.1088 | Yes | ||
| 148 | ACTR8 | 13760 | 0.244 | -0.1075 | Yes | ||
| 149 | ISCU | 14005 | 0.232 | -0.1165 | Yes | ||
| 150 | CNOT3 | 14191 | 0.221 | -0.1223 | Yes | ||
| 151 | RPRD2 | 14253 | 0.218 | -0.1213 | Yes | ||
| 152 | TAPT1 | 14396 | 0.210 | -0.1247 | Yes | ||
| 153 | EEF2 | 14437 | 0.207 | -0.1226 | Yes | ||
| 154 | GLG1 | 14532 | 0.202 | -0.1235 | Yes | ||
| 155 | SCRN1 | 14549 | 0.201 | -0.1201 | Yes | ||
| 156 | CDKN2C | 14571 | 0.200 | -0.1169 | Yes | ||
| 157 | VASP | 14702 | 0.194 | -0.1197 | Yes | ||
| 158 | ZIC3 | 14787 | 0.189 | -0.1200 | Yes | ||
| 159 | AP4S1 | 14809 | 0.188 | -0.1169 | Yes | ||
| 160 | SHKBP1 | 14812 | 0.188 | -0.1127 | Yes | ||
| 161 | LYPLA2 | 14992 | 0.178 | -0.1182 | Yes | ||
| 162 | COL4A3BP | 15078 | 0.173 | -0.1185 | Yes | ||
| 163 | MGAT4B | 15098 | 0.171 | -0.1153 | Yes | ||
| 164 | WASL | 15315 | 0.161 | -0.1228 | Yes | ||
| 165 | YWHAE | 15398 | 0.158 | -0.1229 | Yes | ||
| 166 | RASL11B | 15430 | 0.155 | -0.1204 | Yes | ||
| 167 | EP300 | 15452 | 0.154 | -0.1172 | Yes | ||
| 168 | ZNF524 | 15570 | 0.148 | -0.1193 | Yes | ||
| 169 | TCF4 | 15594 | 0.147 | -0.1163 | Yes | ||
| 170 | DENND4A | 15641 | 0.144 | -0.1145 | Yes | ||
| 171 | RBM39 | 15692 | 0.142 | -0.1130 | Yes | ||
| 172 | USF1 | 15713 | 0.141 | -0.1098 | Yes | ||
| 173 | RAB1A | 15725 | 0.140 | -0.1061 | Yes | ||
| 174 | TNKS2 | 15756 | 0.138 | -0.1035 | Yes | ||
| 175 | BAD | 15775 | 0.137 | -0.1002 | Yes | ||
| 176 | DEAF1 | 15816 | 0.135 | -0.0981 | Yes | ||
| 177 | ASXL2 | 15818 | 0.135 | -0.0938 | Yes | ||
| 178 | UBL3 | 15821 | 0.135 | -0.0897 | Yes | ||
| 179 | CCND1 | 15872 | 0.132 | -0.0881 | Yes | ||
| 180 | JTB | 15921 | 0.129 | -0.0865 | Yes | ||
| 181 | C19orf48 | 15941 | 0.128 | -0.0832 | Yes | ||
| 182 | UBXN11 | 16060 | 0.120 | -0.0854 | Yes | ||
| 183 | GIGYF2 | 16169 | 0.116 | -0.0869 | Yes | ||
| 184 | THAP1 | 16218 | 0.113 | -0.0853 | Yes | ||
| 185 | WDR13 | 16258 | 0.110 | -0.0831 | Yes | ||
| 186 | LUC7L3 | 16413 | 0.102 | -0.0872 | Yes | ||
| 187 | TFAP4 | 16418 | 0.102 | -0.0832 | Yes | ||
| 188 | PRPF38B | 16476 | 0.099 | -0.0820 | Yes | ||
| 189 | POU2F1 | 16612 | 0.092 | -0.0851 | Yes | ||
| 190 | RIF1 | 16687 | 0.087 | -0.0848 | Yes | ||
| 191 | NCOR1 | 16880 | 0.078 | -0.0910 | Yes | ||
| 192 | ARF1 | 16928 | 0.076 | -0.0893 | Yes | ||
| 193 | ZFX | 16963 | 0.074 | -0.0868 | Yes | ||
| 194 | CHTOP | 16994 | 0.072 | -0.0842 | Yes | ||
| 195 | POLK | 17002 | 0.071 | -0.0803 | Yes | ||
| 196 | BRSK2 | 17058 | 0.069 | -0.0790 | Yes | ||
| 197 | SEPT7 | 17062 | 0.068 | -0.0749 | Yes | ||
| 198 | PYY | 17151 | 0.064 | -0.0754 | Yes | ||
| 199 | KDM6A | 17161 | 0.064 | -0.0716 | Yes | ||
| 200 | PRRC2C | 17255 | 0.059 | -0.0724 | Yes | ||
| 201 | ENOX1 | 17260 | 0.059 | -0.0684 | Yes | ||
| 202 | TET2 | 17360 | 0.053 | -0.0695 | Yes | ||
| 203 | GBF1 | 17361 | 0.053 | -0.0652 | Yes | ||
| 204 | ZZZ3 | 17368 | 0.053 | -0.0612 | Yes | ||
| 205 | PCIF1 | 17392 | 0.052 | -0.0582 | Yes | ||
| 206 | PHC3 | 17441 | 0.049 | -0.0565 | Yes | ||
| 207 | GTF2A1 | 17503 | 0.046 | -0.0556 | Yes | ||
| 208 | ZNF638 | 17594 | 0.042 | -0.0562 | Yes | ||
| 209 | MPDU1 | 17611 | 0.041 | -0.0528 | Yes | ||
| 210 | DDX6 | 17624 | 0.041 | -0.0492 | Yes | ||
| 211 | RASGRP2 | 17720 | 0.036 | -0.0501 | Yes | ||
| 212 | HIC2 | 17741 | 0.035 | -0.0469 | Yes | ||
| 213 | FOXO3 | 17746 | 0.035 | -0.0428 | Yes | ||
| 214 | C10orf118 | 17791 | 0.033 | -0.0410 | Yes | ||
| 215 | SNX13 | 17850 | 0.030 | -0.0398 | Yes | ||
| 216 | N4BP2L2 | 17858 | 0.030 | -0.0359 | Yes | ||
| 217 | PUM1 | 17961 | 0.025 | -0.0372 | Yes | ||
| 218 | UBE2J2 | 17981 | 0.025 | -0.0340 | Yes | ||
| 219 | WSB1 | 18060 | 0.021 | -0.0339 | Yes | ||
| 220 | STX10 | 18091 | 0.019 | -0.0313 | Yes | ||
| 221 | RAD21 | 18172 | 0.015 | -0.0314 | Yes | ||
| 222 | GNAO1 | 18213 | 0.013 | -0.0293 | Yes | ||
| 223 | EXT1 | 18240 | 0.012 | -0.0264 | Yes | ||
| 224 | DEPTOR | 18244 | 0.012 | -0.0223 | Yes | ||
| 225 | ZNF207 | 18254 | 0.012 | -0.0185 | Yes | ||
| 226 | MGAT4C | 18255 | 0.012 | -0.0142 | Yes | ||
| 227 | FASTK | 18271 | 0.011 | -0.0108 | Yes | ||
| 228 | SART3 | 18289 | 0.010 | -0.0074 | Yes | ||
| 229 | RBM26 | 18315 | 0.009 | -0.0045 | Yes | ||
| 230 | TSC1 | 18325 | 0.009 | -0.0007 | Yes | ||
| 231 | FAM120C | 18403 | 0.006 | -0.0006 | Yes | ||
| 232 | AKT1S1 | 18442 | 0.005 | 0.0016 | Yes | ||
| 233 | FKRP | 18478 | 0.003 | 0.0039 | Yes | ||
| 234 | NAT8L | 18630 | 0.000 | 0.0000 | Yes |
