| Dataset | RNR_GSEA_DESEQ2_FC |
| Phenotype | NoPhenotypeAvailable |
| Upregulated in class | na_pos |
| GeneSet | RNA_PROCESSING |
| Enrichment Score (ES) | 0.23262525 |
| Normalized Enrichment Score (NES) | 3.5480497 |
| 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 | PPARGC1A | 1513 | 0.347 | -0.0761 | Yes | ||
| 2 | IVNS1ABP | 1514 | 0.347 | -0.0702 | Yes | ||
| 3 | SCAF11 | 1852 | 0.284 | -0.0826 | Yes | ||
| 4 | IGF2BP3 | 2030 | 0.259 | -0.0863 | Yes | ||
| 5 | CDK11A | 2367 | 0.221 | -0.0986 | Yes | ||
| 6 | SRRM1 | 2581 | 0.203 | -0.1042 | Yes | ||
| 7 | BICD1 | 2777 | 0.187 | -0.1089 | Yes | ||
| 8 | NOVA1 | 2946 | 0.175 | -0.1121 | Yes | ||
| 9 | DDX17 | 3010 | 0.172 | -0.1097 | Yes | ||
| 10 | ZNF638 | 3101 | 0.167 | -0.1087 | Yes | ||
| 11 | INTS2 | 3275 | 0.156 | -0.1122 | Yes | ||
| 12 | INTS3 | 3390 | 0.151 | -0.1124 | Yes | ||
| 13 | PPIG | 3421 | 0.149 | -0.1082 | Yes | ||
| 14 | RBMS2 | 3431 | 0.149 | -0.1028 | Yes | ||
| 15 | PRPF4B | 3505 | 0.145 | -0.1009 | Yes | ||
| 16 | RNMT | 3588 | 0.141 | -0.0994 | Yes | ||
| 17 | HNRNPH3 | 3732 | 0.134 | -0.1013 | Yes | ||
| 18 | SETX | 3873 | 0.128 | -0.1030 | Yes | ||
| 19 | LUC7L3 | 3888 | 0.127 | -0.0979 | Yes | ||
| 20 | RBM5 | 3895 | 0.127 | -0.0923 | Yes | ||
| 21 | RP9 | 3958 | 0.124 | -0.0898 | Yes | ||
| 22 | RBMS1 | 3999 | 0.122 | -0.0861 | Yes | ||
| 23 | SRSF5 | 4072 | 0.119 | -0.0841 | Yes | ||
| 24 | SNRPN | 4507 | 0.104 | -0.1017 | Yes | ||
| 25 | PRPF18 | 4698 | 0.098 | -0.1061 | Yes | ||
| 26 | RNGTT | 4792 | 0.095 | -0.1053 | Yes | ||
| 27 | SFPQ | 4931 | 0.091 | -0.1069 | Yes | ||
| 28 | INTS6 | 4934 | 0.090 | -0.1011 | Yes | ||
| 29 | CPSF6 | 5088 | 0.086 | -0.1035 | Yes | ||
| 30 | PRPF8 | 5186 | 0.084 | -0.1029 | Yes | ||
| 31 | SRSF10 | 5245 | 0.082 | -0.1001 | Yes | ||
| 32 | SNRNP200 | 5387 | 0.078 | -0.1019 | Yes | ||
| 33 | SRSF1 | 5422 | 0.078 | -0.0978 | Yes | ||
| 34 | AGGF1 | 5430 | 0.077 | -0.0923 | Yes | ||
| 35 | CRNKL1 | 5463 | 0.076 | -0.0882 | Yes | ||
| 36 | SRSF11 | 5482 | 0.076 | -0.0833 | Yes | ||
| 37 | UPF1 | 5501 | 0.075 | -0.0784 | Yes | ||
| 38 | SYNCRIP | 5529 | 0.074 | -0.0740 | Yes | ||
| 39 | GEMIN4 | 5595 | 0.073 | -0.0716 | Yes | ||
| 40 | DUSP11 | 5678 | 0.070 | -0.0702 | Yes | ||
| 41 | GEMIN8 | 5697 | 0.070 | -0.0653 | Yes | ||
| 42 | NUDT21 | 5745 | 0.068 | -0.0619 | Yes | ||
| 43 | SF1 | 5755 | 0.068 | -0.0565 | Yes | ||
| 44 | DIS3 | 5756 | 0.068 | -0.0506 | Yes | ||
| 45 | LSM3 | 5769 | 0.068 | -0.0454 | Yes | ||
| 46 | DHX8 | 5773 | 0.068 | -0.0397 | Yes | ||
| 47 | LSM1 | 5839 | 0.066 | -0.0373 | Yes | ||
| 48 | HNRNPA0 | 5866 | 0.066 | -0.0329 | Yes | ||
| 49 | DHX15 | 5908 | 0.064 | -0.0292 | Yes | ||
| 50 | ZRANB2 | 5922 | 0.064 | -0.0240 | Yes | ||
| 51 | HNRNPC | 5982 | 0.062 | -0.0213 | Yes | ||
| 52 | TRA2B | 6063 | 0.061 | -0.0198 | Yes | ||
| 53 | DKC1 | 6130 | 0.059 | -0.0175 | Yes | ||
| 54 | THG1L | 6353 | 0.054 | -0.0236 | Yes | ||
| 55 | U2AF1 | 6442 | 0.052 | -0.0225 | Yes | ||
| 56 | SLU7 | 6541 | 0.050 | -0.0219 | Yes | ||
| 57 | GEMIN5 | 6682 | 0.047 | -0.0236 | Yes | ||
| 58 | SLBP | 6708 | 0.046 | -0.0191 | Yes | ||
| 59 | KHDRBS1 | 6737 | 0.045 | -0.0147 | Yes | ||
| 60 | HNRNPUL1 | 6786 | 0.044 | -0.0114 | Yes | ||
| 61 | AARS | 7046 | 0.039 | -0.0196 | Yes | ||
| 62 | SF3B3 | 7071 | 0.038 | -0.0150 | Yes | ||
| 63 | RBM6 | 7173 | 0.036 | -0.0146 | Yes | ||
| 64 | HNRNPR | 7214 | 0.035 | -0.0109 | Yes | ||
| 65 | RBM3 | 7238 | 0.034 | -0.0063 | Yes | ||
| 66 | CDK11B | 7456 | 0.030 | -0.0121 | Yes | ||
| 67 | SF3A1 | 7470 | 0.029 | -0.0069 | Yes | ||
| 68 | SARS | 7496 | 0.029 | -0.0024 | Yes | ||
| 69 | HNRNPD | 7536 | 0.028 | 0.0014 | Yes | ||
| 70 | SNRPD3 | 7566 | 0.027 | 0.0057 | Yes | ||
| 71 | DHX38 | 7596 | 0.027 | 0.0100 | Yes | ||
| 72 | SNRPD2 | 7694 | 0.025 | 0.0106 | Yes | ||
| 73 | USP39 | 7721 | 0.024 | 0.0151 | Yes | ||
| 74 | NUFIP1 | 7805 | 0.023 | 0.0165 | Yes | ||
| 75 | EXOSC3 | 7834 | 0.022 | 0.0208 | Yes | ||
| 76 | KIN | 7980 | 0.020 | 0.0189 | Yes | ||
| 77 | SRSF6 | 8044 | 0.018 | 0.0213 | Yes | ||
| 78 | NONO | 8066 | 0.018 | 0.0261 | Yes | ||
| 79 | RBPMS | 8096 | 0.018 | 0.0304 | Yes | ||
| 80 | PABPC1 | 8120 | 0.017 | 0.0350 | Yes | ||
| 81 | INTS12 | 8297 | 0.013 | 0.0314 | Yes | ||
| 82 | NSUN2 | 8321 | 0.013 | 0.0360 | Yes | ||
| 83 | DDX54 | 8324 | 0.013 | 0.0418 | Yes | ||
| 84 | SF3B2 | 8470 | 0.010 | 0.0398 | Yes | ||
| 85 | CSTF1 | 8473 | 0.010 | 0.0456 | Yes | ||
| 86 | RPS14 | 8551 | 0.008 | 0.0473 | Yes | ||
| 87 | TRNT1 | 8577 | 0.007 | 0.0518 | Yes | ||
| 88 | SFSWAP | 8614 | 0.007 | 0.0558 | Yes | ||
| 89 | NCBP1 | 8645 | 0.006 | 0.0600 | Yes | ||
| 90 | DHX16 | 8908 | 0.001 | 0.0517 | Yes | ||
| 91 | SRSF4 | 8921 | 0.001 | 0.0569 | Yes | ||
| 92 | SMNDC1 | 8932 | 0.000 | 0.0623 | Yes | ||
| 93 | SNW1 | 8940 | 0.000 | 0.0678 | Yes | ||
| 94 | SRSF2 | 8964 | -0.000 | 0.0724 | Yes | ||
| 95 | SRSF7 | 9007 | -0.001 | 0.0760 | Yes | ||
| 96 | LSM6 | 9012 | -0.001 | 0.0817 | Yes | ||
| 97 | PRPF3 | 9024 | -0.001 | 0.0870 | Yes | ||
| 98 | TRA2A | 9040 | -0.002 | 0.0920 | Yes | ||
| 99 | TXNL4A | 9053 | -0.002 | 0.0973 | Yes | ||
| 100 | RNPS1 | 9064 | -0.002 | 0.1026 | Yes | ||
| 101 | NOLC1 | 9079 | -0.003 | 0.1077 | Yes | ||
| 102 | PRPF31 | 9084 | -0.003 | 0.1134 | Yes | ||
| 103 | KHSRP | 9243 | -0.006 | 0.1107 | Yes | ||
| 104 | FBL | 9278 | -0.006 | 0.1148 | Yes | ||
| 105 | EXOSC7 | 9316 | -0.007 | 0.1186 | Yes | ||
| 106 | BCAS2 | 9351 | -0.008 | 0.1227 | Yes | ||
| 107 | SNRNP70 | 9472 | -0.010 | 0.1221 | Yes | ||
| 108 | SRPK2 | 9491 | -0.010 | 0.1270 | Yes | ||
| 109 | DDX23 | 9857 | -0.018 | 0.1131 | Yes | ||
| 110 | NHP2 | 9898 | -0.019 | 0.1168 | Yes | ||
| 111 | CELF1 | 9975 | -0.020 | 0.1186 | Yes | ||
| 112 | GEMIN6 | 9983 | -0.020 | 0.1241 | Yes | ||
| 113 | DDX20 | 9995 | -0.020 | 0.1294 | Yes | ||
| 114 | SPOP | 10026 | -0.021 | 0.1336 | Yes | ||
| 115 | CDC40 | 10107 | -0.022 | 0.1352 | Yes | ||
| 116 | EXOSC2 | 10163 | -0.023 | 0.1381 | Yes | ||
| 117 | DBR1 | 10217 | -0.024 | 0.1411 | Yes | ||
| 118 | NOP56 | 10289 | -0.026 | 0.1431 | Yes | ||
| 119 | DGCR8 | 10355 | -0.027 | 0.1455 | Yes | ||
| 120 | NOP58 | 10369 | -0.027 | 0.1507 | Yes | ||
| 121 | SF3B4 | 10418 | -0.028 | 0.1539 | Yes | ||
| 122 | INTS10 | 10440 | -0.029 | 0.1587 | Yes | ||
| 123 | SF3A2 | 10461 | -0.029 | 0.1635 | Yes | ||
| 124 | SNRNP40 | 10502 | -0.030 | 0.1672 | Yes | ||
| 125 | SSB | 10503 | -0.030 | 0.1731 | Yes | ||
| 126 | INTS4 | 10565 | -0.031 | 0.1757 | Yes | ||
| 127 | INTS5 | 10607 | -0.032 | 0.1793 | Yes | ||
| 128 | SNRPC | 10681 | -0.034 | 0.1812 | Yes | ||
| 129 | GRSF1 | 10702 | -0.034 | 0.1860 | Yes | ||
| 130 | NCBP2 | 10708 | -0.034 | 0.1917 | Yes | ||
| 131 | SNRPB2 | 10762 | -0.035 | 0.1947 | Yes | ||
| 132 | INTS1 | 10796 | -0.036 | 0.1988 | Yes | ||
| 133 | SRPK1 | 10909 | -0.039 | 0.1986 | Yes | ||
| 134 | LSM4 | 10961 | -0.041 | 0.2017 | Yes | ||
| 135 | CSTF2 | 11107 | -0.044 | 0.1997 | Yes | ||
| 136 | PABPC4 | 11191 | -0.046 | 0.2011 | Yes | ||
| 137 | SRSF9 | 11254 | -0.048 | 0.2036 | Yes | ||
| 138 | CSTF3 | 11357 | -0.050 | 0.2040 | Yes | ||
| 139 | CPSF3L | 11412 | -0.051 | 0.2070 | Yes | ||
| 140 | CWC15 | 11449 | -0.052 | 0.2109 | Yes | ||
| 141 | SNRPA1 | 11552 | -0.054 | 0.2112 | Yes | ||
| 142 | CPSF3 | 11580 | -0.055 | 0.2157 | Yes | ||
| 143 | LSM5 | 11671 | -0.057 | 0.2167 | Yes | ||
| 144 | SF3A3 | 11695 | -0.058 | 0.2213 | Yes | ||
| 145 | EFTUD2 | 11877 | -0.062 | 0.2174 | Yes | ||
| 146 | INTS9 | 12174 | -0.069 | 0.2072 | Yes | ||
| 147 | PHF5A | 12219 | -0.070 | 0.2107 | Yes | ||
| 148 | HNRNPF | 12241 | -0.071 | 0.2155 | Yes | ||
| 149 | SNRPG | 12299 | -0.072 | 0.2183 | Yes | ||
| 150 | ADAT1 | 12304 | -0.072 | 0.2239 | Yes | ||
| 151 | FARS2 | 12321 | -0.072 | 0.2290 | Yes | ||
| 152 | ZNF346 | 12463 | -0.076 | 0.2272 | Yes | ||
| 153 | SNRPF | 12505 | -0.078 | 0.2309 | Yes | ||
| 154 | SNRPD1 | 12582 | -0.080 | 0.2326 | Yes | ||
| 155 | INTS7 | 12695 | -0.083 | 0.2324 | No | ||
| 156 | PTBP1 | 12854 | -0.088 | 0.2298 | No | ||
| 157 | INTS8 | 13115 | -0.095 | 0.2216 | No | ||
| 158 | SNRPB | 13400 | -0.105 | 0.2121 | No | ||
| 159 | NOP14 | 13519 | -0.108 | 0.2116 | No | ||
| 160 | GEMIN2 | 13581 | -0.111 | 0.2141 | No | ||
| 161 | SRSF12 | 13608 | -0.112 | 0.2186 | No | ||
| 162 | POP4 | 13653 | -0.113 | 0.2221 | No | ||
| 163 | RRP9 | 13701 | -0.116 | 0.2254 | No | ||
| 164 | NOL3 | 13784 | -0.119 | 0.2269 | No | ||
| 165 | DDX39A | 13795 | -0.119 | 0.2322 | No | ||
| 166 | PPAN | 14285 | -0.143 | 0.2116 | No | ||
| 167 | CPSF1 | 14390 | -0.149 | 0.2119 | No | ||
| 168 | GEMIN7 | 14819 | -0.173 | 0.1946 | No | ||
| 169 | METTL1 | 16077 | -0.296 | 0.1324 | No | ||
| 170 | ELAVL4 | 17312 | -0.639 | 0.0714 | No |
