| Dataset | RNR_GSEA_DESEQ2_PVAL |
| Phenotype | NoPhenotypeAvailable |
| Upregulated in class | na_neg |
| GeneSet | V$RSRFC4_01 |
| Enrichment Score (ES) | -0.14516814 |
| Normalized Enrichment Score (NES) | -2.54455 |
| Nominal p-value | 0.0 |
| FDR q-value | 0.025348555 |
| FWER p-Value | 0.029 |

| PROBE | GENE SYMBOL | GENE_TITLE | RANK IN GENE LIST | RANK METRIC SCORE | RUNNING ES | CORE ENRICHMENT | |
|---|---|---|---|---|---|---|---|
| 1 | LUC7L | 484 | 0.973 | -0.0220 | No | ||
| 2 | ITSN1 | 501 | 0.972 | -0.0186 | No | ||
| 3 | NR2F1 | 503 | 0.972 | -0.0143 | No | ||
| 4 | CYP26B1 | 519 | 0.971 | -0.0108 | No | ||
| 5 | ZHX2 | 632 | 0.965 | -0.0126 | No | ||
| 6 | TIMP2 | 798 | 0.957 | -0.0172 | No | ||
| 7 | GPC4 | 839 | 0.955 | -0.0151 | No | ||
| 8 | SCML1 | 991 | 0.948 | -0.0190 | No | ||
| 9 | HFE2 | 1116 | 0.941 | -0.0214 | No | ||
| 10 | ANKMY2 | 1227 | 0.934 | -0.0231 | No | ||
| 11 | PMEPA1 | 1355 | 0.927 | -0.0257 | No | ||
| 12 | FAM117A | 1367 | 0.926 | -0.0220 | No | ||
| 13 | RALY | 1579 | 0.916 | -0.0291 | No | ||
| 14 | USP2 | 1766 | 0.905 | -0.0349 | No | ||
| 15 | NCAN | 2004 | 0.892 | -0.0435 | No | ||
| 16 | TRDN | 2023 | 0.891 | -0.0402 | No | ||
| 17 | LRRC39 | 2034 | 0.890 | -0.0364 | No | ||
| 18 | RTBDN | 2120 | 0.886 | -0.0367 | No | ||
| 19 | MYL3 | 2260 | 0.879 | -0.0400 | No | ||
| 20 | PTPRO | 2416 | 0.871 | -0.0441 | No | ||
| 21 | HAO1 | 2533 | 0.865 | -0.0461 | No | ||
| 22 | FST | 2695 | 0.856 | -0.0505 | No | ||
| 23 | CARTPT | 2754 | 0.853 | -0.0493 | No | ||
| 24 | FOXP1 | 2775 | 0.852 | -0.0461 | No | ||
| 25 | CLRN1 | 3084 | 0.834 | -0.0586 | No | ||
| 26 | ARAP2 | 3294 | 0.822 | -0.0656 | No | ||
| 27 | TYRO3 | 3297 | 0.822 | -0.0614 | No | ||
| 28 | HOXC4 | 3449 | 0.815 | -0.0653 | No | ||
| 29 | BNIP3 | 3468 | 0.813 | -0.0620 | No | ||
| 30 | SLC26A9 | 3488 | 0.813 | -0.0587 | No | ||
| 31 | ZNF362 | 3497 | 0.812 | -0.0548 | No | ||
| 32 | SSH3 | 3500 | 0.812 | -0.0506 | No | ||
| 33 | STAC | 3534 | 0.810 | -0.0481 | No | ||
| 34 | DKK2 | 3687 | 0.801 | -0.0520 | No | ||
| 35 | POU4F2 | 3829 | 0.794 | -0.0554 | No | ||
| 36 | LECT1 | 3973 | 0.786 | -0.0589 | No | ||
| 37 | CAV3 | 4104 | 0.778 | -0.0616 | No | ||
| 38 | SLC32A1 | 4137 | 0.776 | -0.0590 | No | ||
| 39 | ITGA7 | 4189 | 0.774 | -0.0575 | No | ||
| 40 | C16orf52 | 4329 | 0.766 | -0.0608 | No | ||
| 41 | C18orf25 | 4563 | 0.754 | -0.0691 | No | ||
| 42 | ACTA1 | 4576 | 0.753 | -0.0654 | No | ||
| 43 | MRPS23 | 4618 | 0.751 | -0.0634 | No | ||
| 44 | ATP1B2 | 4706 | 0.746 | -0.0638 | No | ||
| 45 | FBXO40 | 4743 | 0.744 | -0.0614 | No | ||
| 46 | SV2A | 4806 | 0.741 | -0.0605 | No | ||
| 47 | ADAM23 | 4862 | 0.737 | -0.0592 | No | ||
| 48 | THOC6 | 4912 | 0.735 | -0.0575 | No | ||
| 49 | RASGRF1 | 4976 | 0.730 | -0.0566 | No | ||
| 50 | MYOZ2 | 5093 | 0.723 | -0.0586 | No | ||
| 51 | PTPN1 | 5262 | 0.713 | -0.0634 | No | ||
| 52 | EEF1A2 | 5304 | 0.710 | -0.0614 | No | ||
| 53 | WBP4 | 5352 | 0.708 | -0.0596 | No | ||
| 54 | FGF12 | 5404 | 0.706 | -0.0581 | No | ||
| 55 | CUL3 | 5536 | 0.699 | -0.0609 | No | ||
| 56 | HCFC1R1 | 5601 | 0.696 | -0.0601 | No | ||
| 57 | ALPK2 | 5615 | 0.695 | -0.0564 | No | ||
| 58 | LZTS2 | 5748 | 0.688 | -0.0593 | No | ||
| 59 | RBMS3 | 6003 | 0.675 | -0.0688 | No | ||
| 60 | NR4A1 | 6137 | 0.668 | -0.0717 | No | ||
| 61 | SMYD1 | 6233 | 0.662 | -0.0726 | No | ||
| 62 | TSPAN13 | 6320 | 0.658 | -0.0729 | No | ||
| 63 | PTCH1 | 6566 | 0.645 | -0.0819 | No | ||
| 64 | ST6GALNAC5 | 6590 | 0.643 | -0.0789 | No | ||
| 65 | MEOX2 | 6621 | 0.642 | -0.0762 | No | ||
| 66 | ACTC1 | 6792 | 0.631 | -0.0811 | No | ||
| 67 | ELMO1 | 6907 | 0.626 | -0.0830 | No | ||
| 68 | SMPX | 6945 | 0.624 | -0.0807 | No | ||
| 69 | ACTR3B | 6950 | 0.624 | -0.0766 | No | ||
| 70 | CNTN1 | 7114 | 0.614 | -0.0812 | No | ||
| 71 | EXTL1 | 7256 | 0.607 | -0.0845 | No | ||
| 72 | TNNI2 | 7362 | 0.602 | -0.0859 | No | ||
| 73 | AKIRIN1 | 7392 | 0.600 | -0.0832 | No | ||
| 74 | THBS2 | 7770 | 0.582 | -0.0994 | No | ||
| 75 | CCDC140 | 7782 | 0.581 | -0.0957 | No | ||
| 76 | TCEA3 | 7958 | 0.570 | -0.1009 | No | ||
| 77 | PIK3R3 | 8001 | 0.568 | -0.0988 | No | ||
| 78 | RGS3 | 8343 | 0.549 | -0.1131 | No | ||
| 79 | HRASLS | 8534 | 0.537 | -0.1191 | No | ||
| 80 | PAK6 | 8717 | 0.527 | -0.1247 | No | ||
| 81 | SLC8A3 | 8722 | 0.527 | -0.1206 | No | ||
| 82 | KTN1 | 8726 | 0.527 | -0.1164 | No | ||
| 83 | ZNF143 | 8747 | 0.526 | -0.1132 | No | ||
| 84 | ARMCX6 | 8778 | 0.524 | -0.1105 | No | ||
| 85 | CLDN23 | 8846 | 0.521 | -0.1098 | No | ||
| 86 | TOB2 | 8855 | 0.520 | -0.1060 | No | ||
| 87 | KPNA3 | 8860 | 0.520 | -0.1019 | No | ||
| 88 | TP63 | 8944 | 0.514 | -0.1021 | No | ||
| 89 | ADCY2 | 8979 | 0.512 | -0.0996 | No | ||
| 90 | TWIST1 | 9004 | 0.511 | -0.0966 | No | ||
| 91 | PCDH11X | 9060 | 0.507 | -0.0953 | No | ||
| 92 | PCDH11Y | 9229 | 0.499 | -0.1001 | No | ||
| 93 | AMPD1 | 9523 | 0.483 | -0.1117 | No | ||
| 94 | HOXD4 | 9774 | 0.469 | -0.1210 | No | ||
| 95 | PRKAG1 | 9838 | 0.465 | -0.1201 | No | ||
| 96 | NDP | 9872 | 0.463 | -0.1176 | No | ||
| 97 | CFL2 | 9918 | 0.461 | -0.1157 | No | ||
| 98 | CYP2E1 | 9929 | 0.460 | -0.1120 | No | ||
| 99 | HDAC9 | 9968 | 0.458 | -0.1097 | No | ||
| 100 | CRTAP | 10520 | 0.427 | -0.1354 | No | ||
| 101 | ARR3 | 10557 | 0.425 | -0.1330 | No | ||
| 102 | INPP4A | 10563 | 0.425 | -0.1290 | No | ||
| 103 | LCP1 | 10570 | 0.424 | -0.1250 | No | ||
| 104 | TNFRSF17 | 10602 | 0.423 | -0.1224 | No | ||
| 105 | CLCN1 | 10604 | 0.423 | -0.1181 | No | ||
| 106 | PLAGL2 | 10726 | 0.416 | -0.1204 | No | ||
| 107 | EYA1 | 10995 | 0.403 | -0.1306 | No | ||
| 108 | MAP2K5 | 11207 | 0.390 | -0.1378 | No | ||
| 109 | ARHGAP32 | 11344 | 0.382 | -0.1409 | Yes | ||
| 110 | PPP1R3D | 11346 | 0.382 | -0.1366 | Yes | ||
| 111 | PAX3 | 11458 | 0.376 | -0.1383 | Yes | ||
| 112 | VEZF1 | 11474 | 0.376 | -0.1348 | Yes | ||
| 113 | RAP2C | 11524 | 0.373 | -0.1332 | Yes | ||
| 114 | KCNQ5 | 11592 | 0.369 | -0.1325 | Yes | ||
| 115 | ART5 | 11696 | 0.363 | -0.1338 | Yes | ||
| 116 | TRPS1 | 11721 | 0.362 | -0.1308 | Yes | ||
| 117 | SLCO3A1 | 11723 | 0.362 | -0.1265 | Yes | ||
| 118 | CA7 | 11752 | 0.359 | -0.1238 | Yes | ||
| 119 | GCK | 11793 | 0.356 | -0.1216 | Yes | ||
| 120 | ATP2A3 | 11841 | 0.354 | -0.1199 | Yes | ||
| 121 | ITGB3BP | 11979 | 0.345 | -0.1230 | Yes | ||
| 122 | POU4F1 | 12001 | 0.344 | -0.1198 | Yes | ||
| 123 | FITM1 | 12037 | 0.342 | -0.1174 | Yes | ||
| 124 | TNNC2 | 12068 | 0.341 | -0.1147 | Yes | ||
| 125 | GAL3ST3 | 12096 | 0.339 | -0.1119 | Yes | ||
| 126 | DLX5 | 12142 | 0.336 | -0.1100 | Yes | ||
| 127 | CDC42EP3 | 12174 | 0.334 | -0.1074 | Yes | ||
| 128 | KCNN1 | 12222 | 0.331 | -0.1056 | Yes | ||
| 129 | CLDN14 | 12258 | 0.329 | -0.1032 | Yes | ||
| 130 | TSC22D1 | 12261 | 0.329 | -0.0990 | Yes | ||
| 131 | RASGRP3 | 12444 | 0.318 | -0.1046 | Yes | ||
| 132 | S100A4 | 12635 | 0.308 | -0.1106 | Yes | ||
| 133 | SH3GLB2 | 12725 | 0.302 | -0.1112 | Yes | ||
| 134 | RASGEF1B | 12742 | 0.301 | -0.1077 | Yes | ||
| 135 | FAM65A | 12872 | 0.294 | -0.1104 | Yes | ||
| 136 | FAM134B | 12880 | 0.294 | -0.1065 | Yes | ||
| 137 | SMARCA2 | 12953 | 0.290 | -0.1061 | Yes | ||
| 138 | ADCYAP1 | 12979 | 0.288 | -0.1031 | Yes | ||
| 139 | MYL2 | 13055 | 0.283 | -0.1029 | Yes | ||
| 140 | SIPA1L1 | 13075 | 0.282 | -0.0996 | Yes | ||
| 141 | LRRC20 | 13089 | 0.281 | -0.0960 | Yes | ||
| 142 | DGKI | 13120 | 0.280 | -0.0933 | Yes | ||
| 143 | GPR153 | 13401 | 0.265 | -0.1043 | Yes | ||
| 144 | LIF | 13414 | 0.264 | -0.1006 | Yes | ||
| 145 | ELAVL4 | 13487 | 0.261 | -0.1002 | Yes | ||
| 146 | PDLIM1 | 13492 | 0.261 | -0.0961 | Yes | ||
| 147 | CKM | 13522 | 0.259 | -0.0934 | Yes | ||
| 148 | PANK1 | 13568 | 0.256 | -0.0915 | Yes | ||
| 149 | TCEAL7 | 13755 | 0.244 | -0.0973 | Yes | ||
| 150 | PDGFRA | 13836 | 0.240 | -0.0973 | Yes | ||
| 151 | ATXN1 | 13933 | 0.235 | -0.0983 | Yes | ||
| 152 | TTYH2 | 13978 | 0.233 | -0.0963 | Yes | ||
| 153 | MBNL2 | 14318 | 0.214 | -0.1105 | Yes | ||
| 154 | MGST3 | 14351 | 0.213 | -0.1079 | Yes | ||
| 155 | RGAG1 | 14485 | 0.205 | -0.1108 | Yes | ||
| 156 | MEF2C | 14499 | 0.204 | -0.1072 | Yes | ||
| 157 | ARHGAP36 | 14558 | 0.201 | -0.1060 | Yes | ||
| 158 | DLG2 | 14613 | 0.198 | -0.1047 | Yes | ||
| 159 | ASB16 | 14789 | 0.189 | -0.1099 | Yes | ||
| 160 | PLEKHA6 | 14940 | 0.181 | -0.1137 | Yes | ||
| 161 | CUX1 | 15049 | 0.174 | -0.1153 | Yes | ||
| 162 | HOXB4 | 15095 | 0.172 | -0.1134 | Yes | ||
| 163 | STOML2 | 15111 | 0.171 | -0.1099 | Yes | ||
| 164 | NDRG2 | 15115 | 0.171 | -0.1058 | Yes | ||
| 165 | DNAJA4 | 15125 | 0.170 | -0.1019 | Yes | ||
| 166 | SIK3 | 15212 | 0.166 | -0.1023 | Yes | ||
| 167 | NFAT5 | 15359 | 0.160 | -0.1059 | Yes | ||
| 168 | FILIP1 | 15413 | 0.156 | -0.1045 | Yes | ||
| 169 | WFDC1 | 15489 | 0.152 | -0.1043 | Yes | ||
| 170 | ESR1 | 15554 | 0.149 | -0.1034 | Yes | ||
| 171 | DMD | 15593 | 0.147 | -0.1012 | Yes | ||
| 172 | RNF145 | 15684 | 0.142 | -0.1018 | Yes | ||
| 173 | MAB21L2 | 15691 | 0.142 | -0.0978 | Yes | ||
| 174 | LYPD1 | 15751 | 0.139 | -0.0967 | Yes | ||
| 175 | VSIG1 | 15819 | 0.135 | -0.0960 | Yes | ||
| 176 | IRS1 | 15837 | 0.134 | -0.0926 | Yes | ||
| 177 | ATF3 | 15920 | 0.129 | -0.0928 | Yes | ||
| 178 | ESAM | 16116 | 0.118 | -0.0991 | Yes | ||
| 179 | B3GALTL | 16207 | 0.113 | -0.0996 | Yes | ||
| 180 | PPP2R3A | 16392 | 0.103 | -0.1053 | Yes | ||
| 181 | CPEB4 | 16396 | 0.103 | -0.1012 | Yes | ||
| 182 | BZW2 | 16401 | 0.103 | -0.0971 | Yes | ||
| 183 | CASQ1 | 16428 | 0.101 | -0.0942 | Yes | ||
| 184 | TNNC1 | 16504 | 0.098 | -0.0940 | Yes | ||
| 185 | STRADB | 16505 | 0.098 | -0.0896 | Yes | ||
| 186 | CACNA2D3 | 16603 | 0.092 | -0.0906 | Yes | ||
| 187 | NEDD4 | 16629 | 0.091 | -0.0877 | Yes | ||
| 188 | SHANK1 | 16681 | 0.088 | -0.0861 | Yes | ||
| 189 | RAB2A | 16737 | 0.085 | -0.0848 | Yes | ||
| 190 | COL8A1 | 16772 | 0.084 | -0.0823 | Yes | ||
| 191 | SLAMF1 | 16811 | 0.081 | -0.0801 | Yes | ||
| 192 | CSRP3 | 16840 | 0.080 | -0.0773 | Yes | ||
| 193 | ARHGAP26 | 16881 | 0.077 | -0.0752 | Yes | ||
| 194 | ARHGEF15 | 16890 | 0.077 | -0.0713 | Yes | ||
| 195 | MYH3 | 16999 | 0.071 | -0.0728 | Yes | ||
| 196 | SLC9A5 | 17039 | 0.070 | -0.0707 | Yes | ||
| 197 | ZNF385B | 17046 | 0.069 | -0.0667 | Yes | ||
| 198 | HAS2 | 17068 | 0.068 | -0.0635 | Yes | ||
| 199 | NRXN3 | 17075 | 0.068 | -0.0595 | Yes | ||
| 200 | PYY | 17151 | 0.064 | -0.0593 | Yes | ||
| 201 | ARHGEF38 | 17157 | 0.064 | -0.0552 | Yes | ||
| 202 | KLF14 | 17193 | 0.062 | -0.0528 | Yes | ||
| 203 | SLC26A6 | 17270 | 0.059 | -0.0527 | Yes | ||
| 204 | ENO3 | 17390 | 0.052 | -0.0548 | Yes | ||
| 205 | SOX5 | 17554 | 0.044 | -0.0594 | Yes | ||
| 206 | DIRAS1 | 17627 | 0.040 | -0.0590 | Yes | ||
| 207 | CASQ2 | 17628 | 0.040 | -0.0547 | Yes | ||
| 208 | FBXW11 | 17640 | 0.040 | -0.0509 | Yes | ||
| 209 | TRAK2 | 17675 | 0.038 | -0.0485 | Yes | ||
| 210 | ZFAND5 | 17687 | 0.037 | -0.0448 | Yes | ||
| 211 | WSB2 | 17725 | 0.036 | -0.0425 | Yes | ||
| 212 | HAPLN1 | 17747 | 0.035 | -0.0393 | Yes | ||
| 213 | CTNND2 | 17793 | 0.033 | -0.0374 | Yes | ||
| 214 | BAI3 | 17905 | 0.028 | -0.0392 | Yes | ||
| 215 | TNNI3K | 17913 | 0.028 | -0.0352 | Yes | ||
| 216 | TMEM71 | 17914 | 0.028 | -0.0309 | Yes | ||
| 217 | PRDM1 | 17956 | 0.026 | -0.0288 | Yes | ||
| 218 | EPHA7 | 18027 | 0.022 | -0.0283 | Yes | ||
| 219 | S1PR1 | 18082 | 0.020 | -0.0270 | Yes | ||
| 220 | CAPN3 | 18138 | 0.016 | -0.0256 | Yes | ||
| 221 | PCDH9 | 18140 | 0.016 | -0.0214 | Yes | ||
| 222 | CELF4 | 18142 | 0.016 | -0.0171 | Yes | ||
| 223 | TPP2 | 18235 | 0.013 | -0.0178 | Yes | ||
| 224 | ZFPM2 | 18279 | 0.011 | -0.0158 | Yes | ||
| 225 | LRRTM4 | 18340 | 0.008 | -0.0148 | Yes | ||
| 226 | ADAM11 | 18369 | 0.007 | -0.0120 | Yes | ||
| 227 | MUSK | 18392 | 0.006 | -0.0089 | Yes | ||
| 228 | DTNB | 18435 | 0.005 | -0.0069 | Yes | ||
| 229 | EHD1 | 18448 | 0.004 | -0.0032 | Yes | ||
| 230 | GRIN2B | 18516 | 0.002 | -0.0025 | Yes | ||
| 231 | STAG2 | 18563 | 0.001 | -0.0007 | Yes | ||
| 232 | SLC44A1 | 18607 | 0.000 | 0.0013 | Yes |
