| Dataset | RNR_GSEA_DESEQ2_FC |
| Phenotype | NoPhenotypeAvailable |
| Upregulated in class | na_pos |
| GeneSet | V$NFMUE1_Q6 |
| Enrichment Score (ES) | 0.17968567 |
| Normalized Enrichment Score (NES) | 3.2166762 |
| Nominal p-value | 0.0 |
| FDR q-value | 0.0 |
| FWER p-Value | 0.0 |

| PROBE | GENE SYMBOL | GENE_TITLE | RANK IN GENE LIST | RANK METRIC SCORE | RUNNING ES | CORE ENRICHMENT | |
|---|---|---|---|---|---|---|---|
| 1 | SRRM4 | 729 | 0.652 | -0.0354 | Yes | ||
| 2 | XPR1 | 962 | 0.541 | -0.0437 | Yes | ||
| 3 | EXT1 | 1336 | 0.393 | -0.0597 | Yes | ||
| 4 | C10orf118 | 1500 | 0.349 | -0.0644 | Yes | ||
| 5 | OTX2 | 1672 | 0.316 | -0.0694 | Yes | ||
| 6 | PHC3 | 1978 | 0.263 | -0.0817 | Yes | ||
| 7 | SMC4 | 2048 | 0.256 | -0.0812 | Yes | ||
| 8 | OLFML3 | 2125 | 0.247 | -0.0811 | Yes | ||
| 9 | DDX6 | 2302 | 0.228 | -0.0864 | Yes | ||
| 10 | EEF1A1 | 2456 | 0.213 | -0.0905 | Yes | ||
| 11 | SRRM1 | 2581 | 0.203 | -0.0930 | Yes | ||
| 12 | CDH23 | 2583 | 0.203 | -0.0887 | Yes | ||
| 13 | FKRP | 2598 | 0.202 | -0.0853 | Yes | ||
| 14 | TSC1 | 2609 | 0.201 | -0.0815 | Yes | ||
| 15 | SNX13 | 2611 | 0.201 | -0.0773 | Yes | ||
| 16 | PRPSAP1 | 2887 | 0.179 | -0.0880 | Yes | ||
| 17 | TSC22D2 | 2971 | 0.174 | -0.0883 | Yes | ||
| 18 | TCF4 | 3098 | 0.167 | -0.0909 | Yes | ||
| 19 | CCND1 | 3106 | 0.166 | -0.0870 | Yes | ||
| 20 | RIF1 | 3151 | 0.163 | -0.0851 | Yes | ||
| 21 | FBXO11 | 3161 | 0.162 | -0.0814 | Yes | ||
| 22 | ACTR8 | 3239 | 0.158 | -0.0813 | Yes | ||
| 23 | COL4A3BP | 3254 | 0.157 | -0.0778 | Yes | ||
| 24 | PRRC2C | 3296 | 0.155 | -0.0758 | Yes | ||
| 25 | BCLAF1 | 3579 | 0.141 | -0.0869 | Yes | ||
| 26 | ATF1 | 3592 | 0.141 | -0.0833 | Yes | ||
| 27 | POLK | 3678 | 0.136 | -0.0836 | Yes | ||
| 28 | NFYA | 3714 | 0.135 | -0.0813 | Yes | ||
| 29 | STAG1 | 3715 | 0.135 | -0.0770 | Yes | ||
| 30 | HNRNPH3 | 3732 | 0.134 | -0.0736 | Yes | ||
| 31 | KIF15 | 3786 | 0.131 | -0.0723 | Yes | ||
| 32 | MED1 | 3795 | 0.131 | -0.0684 | Yes | ||
| 33 | CLSTN1 | 3832 | 0.129 | -0.0661 | Yes | ||
| 34 | LUC7L3 | 3888 | 0.127 | -0.0649 | Yes | ||
| 35 | RBM5 | 3895 | 0.127 | -0.0609 | Yes | ||
| 36 | ZFX | 3901 | 0.127 | -0.0570 | Yes | ||
| 37 | REST | 3927 | 0.125 | -0.0541 | Yes | ||
| 38 | KDM6A | 4039 | 0.121 | -0.0558 | Yes | ||
| 39 | APBB3 | 4089 | 0.119 | -0.0543 | Yes | ||
| 40 | UBR5 | 4135 | 0.117 | -0.0524 | Yes | ||
| 41 | NCOR1 | 4172 | 0.116 | -0.0501 | Yes | ||
| 42 | SMCR8 | 4202 | 0.115 | -0.0475 | Yes | ||
| 43 | CHTOP | 4205 | 0.114 | -0.0433 | Yes | ||
| 44 | ZFY | 4268 | 0.112 | -0.0424 | Yes | ||
| 45 | POU2F1 | 4281 | 0.112 | -0.0388 | Yes | ||
| 46 | ZNF644 | 4318 | 0.111 | -0.0365 | Yes | ||
| 47 | EIF3A | 4329 | 0.111 | -0.0328 | Yes | ||
| 48 | ZMYM2 | 4330 | 0.111 | -0.0286 | Yes | ||
| 49 | TNKS2 | 4440 | 0.107 | -0.0302 | Yes | ||
| 50 | SEPT7 | 4511 | 0.104 | -0.0298 | Yes | ||
| 51 | GBF1 | 4525 | 0.104 | -0.0262 | Yes | ||
| 52 | EP300 | 4571 | 0.102 | -0.0244 | Yes | ||
| 53 | PPP1R15B | 4602 | 0.101 | -0.0218 | Yes | ||
| 54 | RBM12 | 4644 | 0.099 | -0.0198 | Yes | ||
| 55 | PCIF1 | 4675 | 0.098 | -0.0172 | Yes | ||
| 56 | GNL3L | 4735 | 0.096 | -0.0161 | Yes | ||
| 57 | H1F0 | 4741 | 0.096 | -0.0121 | Yes | ||
| 58 | GIGYF2 | 4867 | 0.092 | -0.0147 | Yes | ||
| 59 | ATP5H | 4912 | 0.091 | -0.0128 | Yes | ||
| 60 | SFPQ | 4931 | 0.091 | -0.0095 | Yes | ||
| 61 | DCAF8 | 4939 | 0.090 | -0.0056 | Yes | ||
| 62 | PPP1R12B | 4992 | 0.089 | -0.0042 | Yes | ||
| 63 | ARNT | 5004 | 0.089 | -0.0006 | Yes | ||
| 64 | GABPB2 | 5056 | 0.087 | 0.0009 | Yes | ||
| 65 | ZNF207 | 5096 | 0.086 | 0.0031 | Yes | ||
| 66 | CHD2 | 5153 | 0.085 | 0.0043 | Yes | ||
| 67 | RIOK3 | 5189 | 0.083 | 0.0066 | Yes | ||
| 68 | PRPF38B | 5233 | 0.082 | 0.0085 | Yes | ||
| 69 | ARF1 | 5235 | 0.082 | 0.0127 | Yes | ||
| 70 | ASH1L | 5271 | 0.081 | 0.0151 | Yes | ||
| 71 | SUV39H2 | 5305 | 0.080 | 0.0176 | Yes | ||
| 72 | ODF2 | 5318 | 0.080 | 0.0212 | Yes | ||
| 73 | MID1 | 5329 | 0.080 | 0.0249 | Yes | ||
| 74 | UBE4B | 5441 | 0.077 | 0.0231 | Yes | ||
| 75 | TIA1 | 5449 | 0.077 | 0.0270 | Yes | ||
| 76 | PIGN | 5476 | 0.076 | 0.0298 | Yes | ||
| 77 | EXOC6 | 5546 | 0.074 | 0.0303 | Yes | ||
| 78 | NSD1 | 5655 | 0.071 | 0.0287 | Yes | ||
| 79 | CPSF2 | 5675 | 0.070 | 0.0319 | Yes | ||
| 80 | RPRD2 | 5712 | 0.070 | 0.0342 | Yes | ||
| 81 | ATP5G2 | 5754 | 0.068 | 0.0362 | Yes | ||
| 82 | SF1 | 5755 | 0.068 | 0.0405 | Yes | ||
| 83 | RPL30 | 5786 | 0.068 | 0.0431 | Yes | ||
| 84 | CNOT3 | 5846 | 0.066 | 0.0442 | Yes | ||
| 85 | DHX15 | 5908 | 0.064 | 0.0451 | Yes | ||
| 86 | RPL35A | 5954 | 0.063 | 0.0469 | Yes | ||
| 87 | PCNT | 6006 | 0.062 | 0.0484 | Yes | ||
| 88 | RBM15B | 6025 | 0.062 | 0.0517 | Yes | ||
| 89 | TRA2B | 6063 | 0.061 | 0.0539 | Yes | ||
| 90 | ZBED5 | 6148 | 0.059 | 0.0536 | Yes | ||
| 91 | EIF4G2 | 6188 | 0.058 | 0.0557 | Yes | ||
| 92 | HNRNPA1 | 6191 | 0.058 | 0.0599 | Yes | ||
| 93 | SMEK2 | 6201 | 0.058 | 0.0637 | Yes | ||
| 94 | LRRC41 | 6269 | 0.056 | 0.0643 | Yes | ||
| 95 | VAMP2 | 6371 | 0.053 | 0.0630 | Yes | ||
| 96 | CLK1 | 6412 | 0.052 | 0.0651 | Yes | ||
| 97 | ZZEF1 | 6422 | 0.052 | 0.0689 | Yes | ||
| 98 | RNF26 | 6476 | 0.051 | 0.0703 | Yes | ||
| 99 | CCNE1 | 6501 | 0.050 | 0.0732 | Yes | ||
| 100 | PHF15 | 6518 | 0.050 | 0.0766 | Yes | ||
| 101 | USP48 | 6524 | 0.050 | 0.0806 | Yes | ||
| 102 | ESCO1 | 6537 | 0.050 | 0.0842 | Yes | ||
| 103 | NUS1 | 6627 | 0.048 | 0.0836 | Yes | ||
| 104 | SMC3 | 6713 | 0.046 | 0.0832 | Yes | ||
| 105 | PRPS1 | 6735 | 0.045 | 0.0863 | Yes | ||
| 106 | ZFP91 | 6783 | 0.044 | 0.0881 | Yes | ||
| 107 | HMGXB4 | 6796 | 0.044 | 0.0917 | Yes | ||
| 108 | NASP | 6833 | 0.043 | 0.0940 | Yes | ||
| 109 | CCDC151 | 6901 | 0.042 | 0.0946 | Yes | ||
| 110 | SERBP1 | 6918 | 0.042 | 0.0980 | Yes | ||
| 111 | WBSCR16 | 6997 | 0.040 | 0.0980 | Yes | ||
| 112 | NCDN | 7003 | 0.040 | 0.1019 | Yes | ||
| 113 | CSTF2T | 7072 | 0.038 | 0.1025 | Yes | ||
| 114 | DYNC1H1 | 7090 | 0.038 | 0.1058 | Yes | ||
| 115 | E2F6 | 7110 | 0.037 | 0.1091 | Yes | ||
| 116 | ARCN1 | 7134 | 0.037 | 0.1121 | Yes | ||
| 117 | CBX5 | 7235 | 0.034 | 0.1109 | Yes | ||
| 118 | RBM3 | 7238 | 0.034 | 0.1150 | Yes | ||
| 119 | BAHD1 | 7338 | 0.032 | 0.1139 | Yes | ||
| 120 | PHF8 | 7370 | 0.032 | 0.1165 | Yes | ||
| 121 | DGCR2 | 7415 | 0.031 | 0.1183 | Yes | ||
| 122 | PICALM | 7440 | 0.030 | 0.1213 | Yes | ||
| 123 | CCAR1 | 7454 | 0.030 | 0.1248 | Yes | ||
| 124 | KDM5C | 7483 | 0.029 | 0.1276 | Yes | ||
| 125 | NACA | 7532 | 0.028 | 0.1292 | Yes | ||
| 126 | HNRNPD | 7536 | 0.028 | 0.1333 | Yes | ||
| 127 | PIGL | 7771 | 0.024 | 0.1248 | Yes | ||
| 128 | MYNN | 7930 | 0.021 | 0.1205 | Yes | ||
| 129 | NDUFB1 | 7944 | 0.020 | 0.1241 | Yes | ||
| 130 | NDST2 | 7959 | 0.020 | 0.1276 | Yes | ||
| 131 | UBIAD1 | 7977 | 0.020 | 0.1309 | Yes | ||
| 132 | ENSA | 8061 | 0.018 | 0.1306 | Yes | ||
| 133 | NFYC | 8191 | 0.015 | 0.1279 | Yes | ||
| 134 | PCF11 | 8243 | 0.014 | 0.1294 | Yes | ||
| 135 | ERH | 8415 | 0.011 | 0.1243 | Yes | ||
| 136 | SLC39A9 | 8434 | 0.011 | 0.1276 | Yes | ||
| 137 | YY1 | 8458 | 0.010 | 0.1306 | Yes | ||
| 138 | RFX3 | 8484 | 0.009 | 0.1335 | Yes | ||
| 139 | RAB22A | 8485 | 0.009 | 0.1377 | Yes | ||
| 140 | RBM19 | 8496 | 0.009 | 0.1415 | Yes | ||
| 141 | WDR77 | 8567 | 0.008 | 0.1419 | Yes | ||
| 142 | MAML1 | 8581 | 0.007 | 0.1455 | Yes | ||
| 143 | CSAD | 8717 | 0.005 | 0.1424 | Yes | ||
| 144 | UBE2D3 | 8727 | 0.004 | 0.1461 | Yes | ||
| 145 | CPNE1 | 8730 | 0.004 | 0.1503 | Yes | ||
| 146 | PPRC1 | 8783 | 0.003 | 0.1517 | Yes | ||
| 147 | WDR33 | 8794 | 0.003 | 0.1554 | Yes | ||
| 148 | KIAA1143 | 8861 | 0.002 | 0.1561 | Yes | ||
| 149 | PTBP2 | 8911 | 0.001 | 0.1577 | Yes | ||
| 150 | EPC1 | 9038 | -0.002 | 0.1551 | Yes | ||
| 151 | RAC1 | 9060 | -0.002 | 0.1582 | Yes | ||
| 152 | MAEA | 9090 | -0.003 | 0.1609 | Yes | ||
| 153 | STRN4 | 9113 | -0.003 | 0.1639 | Yes | ||
| 154 | NKIRAS2 | 9134 | -0.004 | 0.1671 | Yes | ||
| 155 | SLC35A4 | 9225 | -0.006 | 0.1665 | Yes | ||
| 156 | ATP5F1 | 9252 | -0.006 | 0.1693 | Yes | ||
| 157 | NDUFA4L2 | 9327 | -0.008 | 0.1696 | Yes | ||
| 158 | ZADH2 | 9329 | -0.008 | 0.1738 | Yes | ||
| 159 | REXO1 | 9414 | -0.009 | 0.1734 | Yes | ||
| 160 | BRD3 | 9467 | -0.010 | 0.1749 | Yes | ||
| 161 | KIAA1737 | 9525 | -0.011 | 0.1760 | Yes | ||
| 162 | ZC3HC1 | 9537 | -0.011 | 0.1797 | Yes | ||
| 163 | MRPL38 | 9665 | -0.014 | 0.1770 | No | ||
| 164 | PIAS3 | 9759 | -0.016 | 0.1762 | No | ||
| 165 | PRMT1 | 9806 | -0.017 | 0.1780 | No | ||
| 166 | RPS27 | 9867 | -0.018 | 0.1790 | No | ||
| 167 | CELF1 | 9975 | -0.020 | 0.1774 | No | ||
| 168 | EIF5 | 10049 | -0.021 | 0.1777 | No | ||
| 169 | MIOS | 10272 | -0.025 | 0.1699 | No | ||
| 170 | VDAC2 | 10367 | -0.027 | 0.1690 | No | ||
| 171 | KDM2A | 10529 | -0.030 | 0.1645 | No | ||
| 172 | CD4 | 10587 | -0.032 | 0.1657 | No | ||
| 173 | RPAP1 | 10772 | -0.036 | 0.1600 | No | ||
| 174 | GNPAT | 10962 | -0.041 | 0.1539 | No | ||
| 175 | MARK3 | 11053 | -0.043 | 0.1533 | No | ||
| 176 | DZIP1 | 11077 | -0.043 | 0.1563 | No | ||
| 177 | UQCRH | 11225 | -0.047 | 0.1526 | No | ||
| 178 | PRKCSH | 11297 | -0.049 | 0.1530 | No | ||
| 179 | PABPN1 | 11327 | -0.049 | 0.1556 | No | ||
| 180 | RALA | 11378 | -0.051 | 0.1572 | No | ||
| 181 | PCBP4 | 11405 | -0.051 | 0.1600 | No | ||
| 182 | ASB2 | 11479 | -0.053 | 0.1603 | No | ||
| 183 | SMYD5 | 11609 | -0.056 | 0.1576 | No | ||
| 184 | ADK | 11640 | -0.056 | 0.1602 | No | ||
| 185 | RBM4 | 11787 | -0.060 | 0.1565 | No | ||
| 186 | PSMB5 | 11813 | -0.061 | 0.1594 | No | ||
| 187 | DAP3 | 11870 | -0.062 | 0.1606 | No | ||
| 188 | PBX3 | 11890 | -0.063 | 0.1638 | No | ||
| 189 | DNAJC7 | 12010 | -0.065 | 0.1616 | No | ||
| 190 | AP3D1 | 12067 | -0.067 | 0.1628 | No | ||
| 191 | ATP13A1 | 12122 | -0.068 | 0.1641 | No | ||
| 192 | RAB1A | 12157 | -0.069 | 0.1666 | No | ||
| 193 | ATP6V0C | 12195 | -0.070 | 0.1688 | No | ||
| 194 | E4F1 | 12214 | -0.070 | 0.1721 | No | ||
| 195 | CYB5D2 | 12260 | -0.071 | 0.1739 | No | ||
| 196 | TOP3A | 12393 | -0.074 | 0.1710 | No | ||
| 197 | SNRPF | 12505 | -0.078 | 0.1692 | No | ||
| 198 | DOLK | 12556 | -0.079 | 0.1707 | No | ||
| 199 | INTS7 | 12695 | -0.083 | 0.1675 | No | ||
| 200 | WASL | 12742 | -0.085 | 0.1692 | No | ||
| 201 | SLAIN1 | 12788 | -0.086 | 0.1710 | No | ||
| 202 | FAM160A2 | 12903 | -0.089 | 0.1691 | No | ||
| 203 | ZFP37 | 12946 | -0.090 | 0.1711 | No | ||
| 204 | USF1 | 13184 | -0.098 | 0.1624 | No | ||
| 205 | ZBTB22 | 13194 | -0.098 | 0.1662 | No | ||
| 206 | RAD23A | 13257 | -0.100 | 0.1671 | No | ||
| 207 | THAP1 | 13394 | -0.105 | 0.1640 | No | ||
| 208 | THAP3 | 13568 | -0.110 | 0.1588 | No | ||
| 209 | UBE2J2 | 13626 | -0.112 | 0.1600 | No | ||
| 210 | PSMD8 | 13754 | -0.118 | 0.1573 | No | ||
| 211 | RPA2 | 13810 | -0.120 | 0.1586 | No | ||
| 212 | BMI1 | 14034 | -0.130 | 0.1507 | No | ||
| 213 | PPP1CC | 14074 | -0.132 | 0.1528 | No | ||
| 214 | ATF4 | 14093 | -0.133 | 0.1561 | No | ||
| 215 | APBB1 | 14191 | -0.138 | 0.1551 | No | ||
| 216 | DEAF1 | 14454 | -0.151 | 0.1451 | No | ||
| 217 | PRMT6 | 14502 | -0.154 | 0.1468 | No | ||
| 218 | TMEM80 | 14541 | -0.156 | 0.1490 | No | ||
| 219 | C1orf131 | 14550 | -0.156 | 0.1528 | No | ||
| 220 | C19orf48 | 14905 | -0.178 | 0.1378 | No | ||
| 221 | UBXN11 | 15097 | -0.193 | 0.1317 | No | ||
| 222 | FASTK | 15238 | -0.204 | 0.1284 | No | ||
| 223 | HOXA2 | 15483 | -0.226 | 0.1194 | No | ||
| 224 | OSR1 | 15639 | -0.242 | 0.1152 | No | ||
| 225 | IRAK1 | 15778 | -0.260 | 0.1119 | No | ||
| 226 | HMGB3 | 15786 | -0.261 | 0.1158 | No | ||
| 227 | C12orf61 | 15889 | -0.273 | 0.1145 | No | ||
| 228 | CD3E | 16300 | -0.334 | 0.0965 | No | ||
| 229 | NEUROD2 | 16565 | -0.392 | 0.0864 | No | ||
| 230 | BCL11B | 16598 | -0.399 | 0.0889 | No | ||
| 231 | TSKU | 16751 | -0.438 | 0.0849 | No | ||
| 232 | SNAP25 | 16844 | -0.466 | 0.0842 | No | ||
| 233 | PAX2 | 17646 | -0.842 | 0.0449 | No | ||
| 234 | CSNK1A1L | 18107 | -1.255 | 0.0241 | No | ||
| 235 | ZIC3 | 18384 | -1.914 | 0.0134 | No |
