| Dataset | RNR_GSEA_DESEQ2_FC |
| Phenotype | NoPhenotypeAvailable |
| Upregulated in class | na_pos |
| GeneSet | KEGG_RENAL_CELL_CARCINOMA |
| Enrichment Score (ES) | 0.18287963 |
| Normalized Enrichment Score (NES) | 1.7987044 |
| Nominal p-value | 0.014 |
| FDR q-value | 0.11806881 |
| FWER p-Value | 0.774 |

| PROBE | GENE SYMBOL | GENE_TITLE | RANK IN GENE LIST | RANK METRIC SCORE | RUNNING ES | CORE ENRICHMENT | |
|---|---|---|---|---|---|---|---|
| 1 | SLC2A1 | 1791 | 0.294 | -0.0822 | Yes | ||
| 2 | PIK3R1 | 1822 | 0.289 | -0.0695 | Yes | ||
| 3 | GAB1 | 2041 | 0.257 | -0.0670 | Yes | ||
| 4 | AKT3 | 2072 | 0.254 | -0.0543 | Yes | ||
| 5 | HGF | 2384 | 0.219 | -0.0568 | Yes | ||
| 6 | SOS2 | 2763 | 0.188 | -0.0629 | Yes | ||
| 7 | PIK3CA | 3103 | 0.167 | -0.0669 | Yes | ||
| 8 | PTPN11 | 3250 | 0.157 | -0.0604 | Yes | ||
| 9 | VEGFC | 3333 | 0.154 | -0.0506 | Yes | ||
| 10 | PIK3R3 | 3580 | 0.141 | -0.0495 | Yes | ||
| 11 | BRAF | 3837 | 0.129 | -0.0490 | Yes | ||
| 12 | PIK3CG | 3956 | 0.124 | -0.0411 | Yes | ||
| 13 | EPAS1 | 3969 | 0.124 | -0.0275 | Yes | ||
| 14 | CRK | 4017 | 0.122 | -0.0157 | Yes | ||
| 15 | FLCN | 4212 | 0.114 | -0.0119 | Yes | ||
| 16 | EP300 | 4571 | 0.102 | -0.0169 | Yes | ||
| 17 | VEGFA | 4755 | 0.096 | -0.0125 | Yes | ||
| 18 | TGFA | 4908 | 0.091 | -0.0064 | Yes | ||
| 19 | EGLN3 | 4947 | 0.090 | 0.0059 | Yes | ||
| 20 | PIK3CB | 4965 | 0.090 | 0.0192 | Yes | ||
| 21 | PAK1 | 5002 | 0.089 | 0.0316 | Yes | ||
| 22 | ARNT | 5004 | 0.089 | 0.0458 | Yes | ||
| 23 | MAPK1 | 5144 | 0.085 | 0.0526 | Yes | ||
| 24 | AKT1 | 5405 | 0.078 | 0.0529 | Yes | ||
| 25 | CREBBP | 5434 | 0.077 | 0.0657 | Yes | ||
| 26 | MET | 5871 | 0.065 | 0.0565 | Yes | ||
| 27 | VEGFB | 5923 | 0.064 | 0.0680 | Yes | ||
| 28 | TCEB2 | 6466 | 0.051 | 0.0531 | Yes | ||
| 29 | FH | 6558 | 0.049 | 0.0625 | Yes | ||
| 30 | PAK2 | 6648 | 0.047 | 0.0720 | Yes | ||
| 31 | KRAS | 6957 | 0.041 | 0.0697 | Yes | ||
| 32 | TGFB1 | 7321 | 0.033 | 0.0644 | Yes | ||
| 33 | RAF1 | 7492 | 0.029 | 0.0695 | Yes | ||
| 34 | AKT2 | 7783 | 0.023 | 0.0682 | Yes | ||
| 35 | MAPK3 | 7950 | 0.020 | 0.0735 | Yes | ||
| 36 | RAP1A | 8006 | 0.019 | 0.0848 | Yes | ||
| 37 | SOS1 | 8185 | 0.016 | 0.0895 | Yes | ||
| 38 | EGLN1 | 8263 | 0.014 | 0.0997 | Yes | ||
| 39 | VHL | 8461 | 0.010 | 0.1033 | Yes | ||
| 40 | RAC1 | 9060 | -0.002 | 0.0854 | Yes | ||
| 41 | TCEB1 | 9412 | -0.009 | 0.0808 | Yes | ||
| 42 | CUL2 | 9562 | -0.012 | 0.0870 | Yes | ||
| 43 | HIF1A | 9859 | -0.018 | 0.0854 | Yes | ||
| 44 | HRAS | 10032 | -0.021 | 0.0904 | Yes | ||
| 45 | PDGFB | 10151 | -0.023 | 0.0983 | Yes | ||
| 46 | RBX1 | 10323 | -0.026 | 0.1034 | Yes | ||
| 47 | CRKL | 10644 | -0.033 | 0.1004 | Yes | ||
| 48 | ARAF | 10792 | -0.036 | 0.1068 | Yes | ||
| 49 | TGFB2 | 10886 | -0.039 | 0.1161 | Yes | ||
| 50 | TGFB3 | 11101 | -0.044 | 0.1188 | Yes | ||
| 51 | NRAS | 11153 | -0.045 | 0.1304 | Yes | ||
| 52 | ETS1 | 11472 | -0.053 | 0.1275 | Yes | ||
| 53 | PAK4 | 11495 | -0.053 | 0.1406 | Yes | ||
| 54 | JUN | 11703 | -0.058 | 0.1438 | Yes | ||
| 55 | FIGF | 11727 | -0.059 | 0.1568 | Yes | ||
| 56 | MAP2K2 | 12201 | -0.070 | 0.1456 | Yes | ||
| 57 | RAP1B | 12330 | -0.073 | 0.1530 | Yes | ||
| 58 | RAPGEF1 | 12367 | -0.074 | 0.1654 | Yes | ||
| 59 | PIK3R5 | 12488 | -0.077 | 0.1732 | Yes | ||
| 60 | CDC42 | 12574 | -0.080 | 0.1829 | Yes | ||
| 61 | EGLN2 | 12976 | -0.091 | 0.1756 | No | ||
| 62 | GRB2 | 13603 | -0.112 | 0.1561 | No | ||
| 63 | ARNT2 | 13950 | -0.126 | 0.1518 | No | ||
| 64 | PGF | 13969 | -0.126 | 0.1651 | No | ||
| 65 | MAP2K1 | 14041 | -0.131 | 0.1755 | No | ||
| 66 | PAK3 | 14212 | -0.139 | 0.1807 | No | ||
| 67 | PAK6 | 14717 | -0.165 | 0.1678 | No | ||
| 68 | PIK3CD | 15256 | -0.205 | 0.1531 | No | ||
| 69 | PIK3R2 | 16205 | -0.318 | 0.1163 | No | ||
| 70 | PAK7 | 18536 | -3.541 | 0.0051 | No |
