| Dataset | RNR_GSEA_DESEQ2_FC |
| Phenotype | NoPhenotypeAvailable |
| Upregulated in class | na_pos |
| GeneSet | V$YY1_02 |
| Enrichment Score (ES) | 0.15518698 |
| Normalized Enrichment Score (NES) | 2.800442 |
| Nominal p-value | 0.0 |
| FDR q-value | 3.0485058E-4 |
| FWER p-Value | 0.004 |

| PROBE | GENE SYMBOL | GENE_TITLE | RANK IN GENE LIST | RANK METRIC SCORE | RUNNING ES | CORE ENRICHMENT | |
|---|---|---|---|---|---|---|---|
| 1 | MGAT4C | 588 | 0.780 | -0.0277 | Yes | ||
| 2 | RASL11B | 842 | 0.597 | -0.0372 | Yes | ||
| 3 | KERA | 932 | 0.556 | -0.0377 | Yes | ||
| 4 | EXT1 | 1336 | 0.393 | -0.0554 | Yes | ||
| 5 | C10orf118 | 1500 | 0.349 | -0.0600 | Yes | ||
| 6 | SLITRK5 | 1872 | 0.281 | -0.0758 | Yes | ||
| 7 | WSB1 | 1955 | 0.266 | -0.0760 | Yes | ||
| 8 | PHC3 | 1978 | 0.263 | -0.0729 | Yes | ||
| 9 | DDX6 | 2302 | 0.228 | -0.0862 | Yes | ||
| 10 | FOXO3 | 2405 | 0.218 | -0.0875 | Yes | ||
| 11 | HIC2 | 2455 | 0.213 | -0.0859 | Yes | ||
| 12 | FAM120C | 2561 | 0.205 | -0.0873 | Yes | ||
| 13 | SCRN1 | 2584 | 0.203 | -0.0842 | Yes | ||
| 14 | FKRP | 2598 | 0.202 | -0.0807 | Yes | ||
| 15 | TSC1 | 2609 | 0.201 | -0.0770 | Yes | ||
| 16 | SNX13 | 2611 | 0.201 | -0.0727 | Yes | ||
| 17 | EFCAB2 | 2713 | 0.192 | -0.0740 | Yes | ||
| 18 | RAD21 | 2827 | 0.183 | -0.0758 | Yes | ||
| 19 | TET2 | 2872 | 0.181 | -0.0739 | Yes | ||
| 20 | DENND4A | 2985 | 0.173 | -0.0758 | Yes | ||
| 21 | TCF4 | 3098 | 0.167 | -0.0776 | Yes | ||
| 22 | ZNF638 | 3101 | 0.167 | -0.0734 | Yes | ||
| 23 | CCND1 | 3106 | 0.166 | -0.0693 | Yes | ||
| 24 | RIF1 | 3151 | 0.163 | -0.0675 | Yes | ||
| 25 | ACTR8 | 3239 | 0.158 | -0.0679 | Yes | ||
| 26 | PUM1 | 3241 | 0.158 | -0.0637 | Yes | ||
| 27 | COL4A3BP | 3254 | 0.157 | -0.0601 | Yes | ||
| 28 | PRRC2C | 3296 | 0.155 | -0.0580 | Yes | ||
| 29 | NUDT3 | 3381 | 0.152 | -0.0583 | Yes | ||
| 30 | ASXL2 | 3392 | 0.151 | -0.0546 | Yes | ||
| 31 | N4BP2L2 | 3417 | 0.150 | -0.0516 | Yes | ||
| 32 | RBM26 | 3451 | 0.148 | -0.0491 | Yes | ||
| 33 | ISCU | 3515 | 0.145 | -0.0483 | Yes | ||
| 34 | EEF2 | 3621 | 0.139 | -0.0497 | Yes | ||
| 35 | C15orf37 | 3650 | 0.138 | -0.0470 | Yes | ||
| 36 | POLK | 3678 | 0.136 | -0.0442 | Yes | ||
| 37 | TUBA1A | 3763 | 0.133 | -0.0445 | Yes | ||
| 38 | KIF15 | 3786 | 0.131 | -0.0414 | Yes | ||
| 39 | AP4S1 | 3875 | 0.128 | -0.0419 | Yes | ||
| 40 | LUC7L3 | 3888 | 0.127 | -0.0383 | Yes | ||
| 41 | ZFX | 3901 | 0.127 | -0.0347 | Yes | ||
| 42 | GTF2A1 | 3930 | 0.125 | -0.0319 | Yes | ||
| 43 | CLVS1 | 3938 | 0.125 | -0.0280 | Yes | ||
| 44 | KDM6A | 4039 | 0.121 | -0.0292 | Yes | ||
| 45 | GLG1 | 4093 | 0.119 | -0.0278 | Yes | ||
| 46 | ABHD1 | 4131 | 0.117 | -0.0255 | Yes | ||
| 47 | UBR5 | 4135 | 0.117 | -0.0214 | Yes | ||
| 48 | PEG3 | 4155 | 0.116 | -0.0182 | Yes | ||
| 49 | NCOR1 | 4172 | 0.116 | -0.0148 | Yes | ||
| 50 | SMCR8 | 4202 | 0.115 | -0.0121 | Yes | ||
| 51 | CHTOP | 4205 | 0.114 | -0.0079 | Yes | ||
| 52 | ZFY | 4268 | 0.112 | -0.0070 | Yes | ||
| 53 | POU2F1 | 4281 | 0.112 | -0.0034 | Yes | ||
| 54 | ZZZ3 | 4294 | 0.112 | 0.0002 | Yes | ||
| 55 | SART3 | 4339 | 0.111 | 0.0021 | Yes | ||
| 56 | TNKS2 | 4440 | 0.107 | 0.0010 | Yes | ||
| 57 | SEPT7 | 4511 | 0.104 | 0.0014 | Yes | ||
| 58 | GBF1 | 4525 | 0.104 | 0.0050 | Yes | ||
| 59 | EP300 | 4571 | 0.102 | 0.0068 | Yes | ||
| 60 | DYRK1B | 4591 | 0.101 | 0.0101 | Yes | ||
| 61 | WDR13 | 4600 | 0.101 | 0.0139 | Yes | ||
| 62 | PCIF1 | 4675 | 0.098 | 0.0142 | Yes | ||
| 63 | H1F0 | 4741 | 0.096 | 0.0149 | Yes | ||
| 64 | FUT10 | 4808 | 0.094 | 0.0156 | Yes | ||
| 65 | GIGYF2 | 4867 | 0.092 | 0.0167 | Yes | ||
| 66 | PPP1R12B | 4992 | 0.089 | 0.0142 | Yes | ||
| 67 | PPP2CA | 5022 | 0.088 | 0.0169 | Yes | ||
| 68 | PRDM10 | 5039 | 0.088 | 0.0203 | Yes | ||
| 69 | ARID4A | 5075 | 0.087 | 0.0227 | Yes | ||
| 70 | ZNF207 | 5096 | 0.086 | 0.0259 | Yes | ||
| 71 | TBC1D14 | 5199 | 0.083 | 0.0246 | Yes | ||
| 72 | TAPT1 | 5205 | 0.083 | 0.0286 | Yes | ||
| 73 | PRPF38B | 5233 | 0.082 | 0.0314 | Yes | ||
| 74 | ARF1 | 5235 | 0.082 | 0.0357 | Yes | ||
| 75 | ASH1L | 5271 | 0.081 | 0.0380 | Yes | ||
| 76 | ODF2 | 5318 | 0.080 | 0.0398 | Yes | ||
| 77 | STRN3 | 5328 | 0.080 | 0.0436 | Yes | ||
| 78 | RBM39 | 5375 | 0.079 | 0.0454 | Yes | ||
| 79 | UBL3 | 5391 | 0.078 | 0.0488 | Yes | ||
| 80 | TIA1 | 5449 | 0.077 | 0.0500 | Yes | ||
| 81 | EXOC6 | 5546 | 0.074 | 0.0490 | Yes | ||
| 82 | MTMR2 | 5681 | 0.070 | 0.0460 | Yes | ||
| 83 | RPRD2 | 5712 | 0.070 | 0.0487 | Yes | ||
| 84 | YWHAE | 5777 | 0.068 | 0.0495 | Yes | ||
| 85 | RPL30 | 5786 | 0.068 | 0.0533 | Yes | ||
| 86 | VEZF1 | 5794 | 0.067 | 0.0572 | Yes | ||
| 87 | CNOT3 | 5846 | 0.066 | 0.0587 | Yes | ||
| 88 | DHX15 | 5908 | 0.064 | 0.0597 | Yes | ||
| 89 | RPL35A | 5954 | 0.063 | 0.0615 | Yes | ||
| 90 | PCNT | 6006 | 0.062 | 0.0630 | Yes | ||
| 91 | RBM15B | 6025 | 0.062 | 0.0663 | Yes | ||
| 92 | TRA2B | 6063 | 0.061 | 0.0685 | Yes | ||
| 93 | UPF3B | 6210 | 0.057 | 0.0649 | Yes | ||
| 94 | MAP3K4 | 6224 | 0.057 | 0.0684 | Yes | ||
| 95 | FBXO9 | 6226 | 0.057 | 0.0727 | Yes | ||
| 96 | CSDE1 | 6362 | 0.054 | 0.0696 | Yes | ||
| 97 | ZZEF1 | 6422 | 0.052 | 0.0707 | Yes | ||
| 98 | KLF7 | 6426 | 0.052 | 0.0748 | Yes | ||
| 99 | RNF26 | 6476 | 0.051 | 0.0764 | Yes | ||
| 100 | CNNM1 | 6723 | 0.046 | 0.0673 | Yes | ||
| 101 | ATE1 | 6774 | 0.044 | 0.0688 | Yes | ||
| 102 | HMGXB4 | 6796 | 0.044 | 0.0720 | Yes | ||
| 103 | NASP | 6833 | 0.043 | 0.0743 | Yes | ||
| 104 | POLR3E | 6866 | 0.042 | 0.0768 | Yes | ||
| 105 | ZFAT | 6894 | 0.042 | 0.0796 | Yes | ||
| 106 | CCDC151 | 6901 | 0.042 | 0.0836 | Yes | ||
| 107 | SERBP1 | 6918 | 0.042 | 0.0870 | Yes | ||
| 108 | IWS1 | 6975 | 0.040 | 0.0882 | Yes | ||
| 109 | INO80D | 6996 | 0.040 | 0.0914 | Yes | ||
| 110 | NCDN | 7003 | 0.040 | 0.0954 | Yes | ||
| 111 | E2F6 | 7110 | 0.037 | 0.0939 | Yes | ||
| 112 | CTCF | 7121 | 0.037 | 0.0976 | Yes | ||
| 113 | ARCN1 | 7134 | 0.037 | 0.1012 | Yes | ||
| 114 | MORF4L2 | 7219 | 0.035 | 0.1009 | Yes | ||
| 115 | CHD4 | 7299 | 0.033 | 0.1009 | Yes | ||
| 116 | ADO | 7304 | 0.033 | 0.1050 | Yes | ||
| 117 | DGCR2 | 7415 | 0.031 | 0.1033 | Yes | ||
| 118 | ZBTB40 | 7451 | 0.030 | 0.1056 | Yes | ||
| 119 | RAB1B | 7480 | 0.029 | 0.1084 | Yes | ||
| 120 | NACA | 7532 | 0.028 | 0.1099 | Yes | ||
| 121 | CCDC71 | 7673 | 0.025 | 0.1065 | Yes | ||
| 122 | PIGL | 7771 | 0.024 | 0.1055 | Yes | ||
| 123 | PIGV | 7790 | 0.023 | 0.1088 | Yes | ||
| 124 | MYNN | 7930 | 0.021 | 0.1056 | Yes | ||
| 125 | ENSA | 8061 | 0.018 | 0.1028 | Yes | ||
| 126 | AP1G1 | 8083 | 0.018 | 0.1059 | Yes | ||
| 127 | NFYC | 8191 | 0.015 | 0.1043 | Yes | ||
| 128 | PCF11 | 8243 | 0.014 | 0.1058 | Yes | ||
| 129 | BTF3 | 8401 | 0.011 | 0.1016 | Yes | ||
| 130 | ADNP | 8404 | 0.011 | 0.1058 | Yes | ||
| 131 | ERH | 8415 | 0.011 | 0.1095 | Yes | ||
| 132 | BCL2L13 | 8433 | 0.011 | 0.1128 | Yes | ||
| 133 | SLC39A9 | 8434 | 0.011 | 0.1171 | Yes | ||
| 134 | MECOM | 8474 | 0.010 | 0.1193 | Yes | ||
| 135 | SRSF3 | 8561 | 0.008 | 0.1189 | Yes | ||
| 136 | WDR77 | 8567 | 0.008 | 0.1229 | Yes | ||
| 137 | CSAD | 8717 | 0.005 | 0.1190 | Yes | ||
| 138 | AIP | 8770 | 0.004 | 0.1205 | Yes | ||
| 139 | ANAPC10 | 8773 | 0.004 | 0.1246 | Yes | ||
| 140 | SNRNP35 | 8824 | 0.003 | 0.1262 | Yes | ||
| 141 | KIAA1143 | 8861 | 0.002 | 0.1285 | Yes | ||
| 142 | PTBP2 | 8911 | 0.001 | 0.1301 | Yes | ||
| 143 | EPC1 | 9038 | -0.002 | 0.1276 | Yes | ||
| 144 | MAEA | 9090 | -0.003 | 0.1291 | Yes | ||
| 145 | STRN4 | 9113 | -0.003 | 0.1321 | Yes | ||
| 146 | CAMLG | 9198 | -0.005 | 0.1318 | Yes | ||
| 147 | PATZ1 | 9222 | -0.006 | 0.1349 | Yes | ||
| 148 | ATP5F1 | 9252 | -0.006 | 0.1376 | Yes | ||
| 149 | ZNF689 | 9285 | -0.006 | 0.1401 | Yes | ||
| 150 | NDRG3 | 9310 | -0.007 | 0.1431 | Yes | ||
| 151 | ABCE1 | 9377 | -0.008 | 0.1437 | Yes | ||
| 152 | REXO1 | 9414 | -0.009 | 0.1461 | Yes | ||
| 153 | SELT | 9478 | -0.010 | 0.1469 | Yes | ||
| 154 | UBTF | 9487 | -0.010 | 0.1508 | Yes | ||
| 155 | BCL2L1 | 9672 | -0.015 | 0.1450 | Yes | ||
| 156 | TAF6 | 9742 | -0.016 | 0.1455 | Yes | ||
| 157 | PIAS3 | 9759 | -0.016 | 0.1490 | Yes | ||
| 158 | GTF3C2 | 9881 | -0.018 | 0.1466 | Yes | ||
| 159 | HSPA8 | 9902 | -0.019 | 0.1498 | Yes | ||
| 160 | UBA52 | 10022 | -0.021 | 0.1476 | Yes | ||
| 161 | TBC1D17 | 10095 | -0.022 | 0.1480 | Yes | ||
| 162 | MRPL1 | 10172 | -0.024 | 0.1481 | Yes | ||
| 163 | FAM193B | 10243 | -0.025 | 0.1486 | Yes | ||
| 164 | MIOS | 10272 | -0.025 | 0.1514 | Yes | ||
| 165 | SELM | 10384 | -0.028 | 0.1496 | Yes | ||
| 166 | TOMM40L | 10447 | -0.029 | 0.1505 | Yes | ||
| 167 | SPCS2 | 10524 | -0.030 | 0.1506 | Yes | ||
| 168 | KDM2A | 10529 | -0.030 | 0.1547 | Yes | ||
| 169 | MARK3 | 11053 | -0.043 | 0.1305 | Yes | ||
| 170 | DZIP1 | 11077 | -0.043 | 0.1336 | Yes | ||
| 171 | PRKCSH | 11297 | -0.049 | 0.1259 | Yes | ||
| 172 | RALA | 11378 | -0.051 | 0.1259 | Yes | ||
| 173 | PCBP4 | 11405 | -0.051 | 0.1287 | Yes | ||
| 174 | CCNK | 11432 | -0.052 | 0.1316 | Yes | ||
| 175 | ASB2 | 11479 | -0.053 | 0.1334 | Yes | ||
| 176 | SMYD5 | 11609 | -0.056 | 0.1306 | Yes | ||
| 177 | ADK | 11640 | -0.056 | 0.1333 | Yes | ||
| 178 | RUFY1 | 11801 | -0.060 | 0.1288 | Yes | ||
| 179 | DAP3 | 11870 | -0.062 | 0.1294 | Yes | ||
| 180 | PBX3 | 11890 | -0.063 | 0.1327 | Yes | ||
| 181 | RAB10 | 11909 | -0.063 | 0.1360 | Yes | ||
| 182 | B3GALT6 | 11949 | -0.064 | 0.1381 | Yes | ||
| 183 | AP3D1 | 12067 | -0.067 | 0.1360 | Yes | ||
| 184 | MGAT4B | 12070 | -0.067 | 0.1402 | Yes | ||
| 185 | FIZ1 | 12132 | -0.068 | 0.1411 | Yes | ||
| 186 | RAB1A | 12157 | -0.069 | 0.1441 | Yes | ||
| 187 | GAPDH | 12248 | -0.071 | 0.1435 | Yes | ||
| 188 | CYB5D2 | 12260 | -0.071 | 0.1472 | Yes | ||
| 189 | CNPY4 | 12315 | -0.072 | 0.1485 | Yes | ||
| 190 | TOP3A | 12393 | -0.074 | 0.1486 | Yes | ||
| 191 | EIF4G1 | 12409 | -0.075 | 0.1521 | Yes | ||
| 192 | OSBPL11 | 12431 | -0.075 | 0.1552 | Yes | ||
| 193 | WASL | 12742 | -0.085 | 0.1426 | No | ||
| 194 | LYPLA2 | 12819 | -0.087 | 0.1428 | No | ||
| 195 | ZFP37 | 12946 | -0.090 | 0.1402 | No | ||
| 196 | USF1 | 13184 | -0.098 | 0.1316 | No | ||
| 197 | ZBTB22 | 13194 | -0.098 | 0.1354 | No | ||
| 198 | THAP1 | 13394 | -0.105 | 0.1288 | No | ||
| 199 | SYNGR1 | 13419 | -0.106 | 0.1318 | No | ||
| 200 | NTRK3 | 13453 | -0.106 | 0.1343 | No | ||
| 201 | UBE2J2 | 13626 | -0.112 | 0.1292 | No | ||
| 202 | IER2 | 13703 | -0.116 | 0.1293 | No | ||
| 203 | PSMD8 | 13754 | -0.118 | 0.1309 | No | ||
| 204 | JTB | 13792 | -0.119 | 0.1331 | No | ||
| 205 | C9orf163 | 13988 | -0.128 | 0.1268 | No | ||
| 206 | SHKBP1 | 14022 | -0.129 | 0.1293 | No | ||
| 207 | AKT1S1 | 14040 | -0.130 | 0.1326 | No | ||
| 208 | STX10 | 14060 | -0.132 | 0.1359 | No | ||
| 209 | ZNF524 | 14318 | -0.145 | 0.1262 | No | ||
| 210 | DEAF1 | 14454 | -0.151 | 0.1231 | No | ||
| 211 | CDKN2C | 14522 | -0.154 | 0.1238 | No | ||
| 212 | FZD8 | 14536 | -0.155 | 0.1273 | No | ||
| 213 | TMEM80 | 14541 | -0.156 | 0.1314 | No | ||
| 214 | C19orf48 | 14905 | -0.178 | 0.1159 | No | ||
| 215 | DNAJC22 | 14955 | -0.182 | 0.1175 | No | ||
| 216 | BAD | 15014 | -0.187 | 0.1187 | No | ||
| 217 | UBXN11 | 15097 | -0.193 | 0.1185 | No | ||
| 218 | MPDU1 | 15232 | -0.203 | 0.1155 | No | ||
| 219 | FASTK | 15238 | -0.204 | 0.1195 | No | ||
| 220 | VASP | 15310 | -0.210 | 0.1199 | No | ||
| 221 | HOXA2 | 15483 | -0.226 | 0.1148 | No | ||
| 222 | RASGRP2 | 15579 | -0.236 | 0.1139 | No | ||
| 223 | ENOX1 | 16001 | -0.287 | 0.0953 | No | ||
| 224 | BRSK2 | 16060 | -0.294 | 0.0964 | No | ||
| 225 | TFAP4 | 16260 | -0.328 | 0.0899 | No | ||
| 226 | DEPTOR | 16344 | -0.342 | 0.0896 | No | ||
| 227 | BCL11B | 16598 | -0.399 | 0.0802 | No | ||
| 228 | ZIM2 | 16720 | -0.431 | 0.0779 | No | ||
| 229 | TTC24 | 16768 | -0.444 | 0.0796 | No | ||
| 230 | SNAP25 | 16844 | -0.466 | 0.0798 | No | ||
| 231 | GNAO1 | 17058 | -0.521 | 0.0725 | No | ||
| 232 | NAT8L | 18047 | -1.181 | 0.0230 | No | ||
| 233 | PYY | 18276 | -1.536 | 0.0149 | No | ||
| 234 | ZIC3 | 18384 | -1.914 | 0.0134 | No |
