| Dataset | RNR_GSEA_DESEQ2_PVAL |
| Phenotype | NoPhenotypeAvailable |
| Upregulated in class | na_pos |
| GeneSet | V$NFY_C |
| Enrichment Score (ES) | 0.102386795 |
| Normalized Enrichment Score (NES) | 1.8302149 |
| Nominal p-value | 0.0061728396 |
| FDR q-value | 0.92991143 |
| FWER p-Value | 0.976 |

| PROBE | GENE SYMBOL | GENE_TITLE | RANK IN GENE LIST | RANK METRIC SCORE | RUNNING ES | CORE ENRICHMENT | |
|---|---|---|---|---|---|---|---|
| 1 | ARRDC3 | 272 | 0.987 | -0.0105 | Yes | ||
| 2 | FXR2 | 383 | 0.979 | -0.0122 | Yes | ||
| 3 | CCDC89 | 418 | 0.977 | -0.0097 | Yes | ||
| 4 | MIS12 | 678 | 0.963 | -0.0195 | Yes | ||
| 5 | CDH9 | 750 | 0.959 | -0.0191 | Yes | ||
| 6 | DUSP10 | 789 | 0.957 | -0.0169 | Yes | ||
| 7 | KCNJ13 | 880 | 0.954 | -0.0175 | Yes | ||
| 8 | SNRPA | 992 | 0.948 | -0.0192 | Yes | ||
| 9 | GNGT2 | 1085 | 0.942 | -0.0199 | Yes | ||
| 10 | MRPL50 | 1148 | 0.939 | -0.0190 | Yes | ||
| 11 | NCAM1 | 1232 | 0.933 | -0.0192 | Yes | ||
| 12 | GTF2I | 1320 | 0.929 | -0.0196 | Yes | ||
| 13 | PBX1 | 1366 | 0.926 | -0.0178 | Yes | ||
| 14 | FAM117A | 1367 | 0.926 | -0.0135 | Yes | ||
| 15 | POU3F3 | 1411 | 0.925 | -0.0116 | Yes | ||
| 16 | RBM14 | 1450 | 0.922 | -0.0093 | Yes | ||
| 17 | TMEM184C | 1533 | 0.918 | -0.0095 | Yes | ||
| 18 | SHH | 1639 | 0.912 | -0.0109 | Yes | ||
| 19 | ATOH1 | 1673 | 0.910 | -0.0084 | Yes | ||
| 20 | COL5A3 | 1691 | 0.910 | -0.0050 | Yes | ||
| 21 | AMELY | 1972 | 0.894 | -0.0160 | Yes | ||
| 22 | HLA-DQB2 | 1984 | 0.893 | -0.0123 | Yes | ||
| 23 | RPN2 | 2081 | 0.888 | -0.0132 | Yes | ||
| 24 | ACVR1 | 2175 | 0.884 | -0.0140 | Yes | ||
| 25 | BRD8 | 2187 | 0.883 | -0.0103 | Yes | ||
| 26 | EXD1 | 2395 | 0.872 | -0.0172 | Yes | ||
| 27 | FDPS | 2456 | 0.869 | -0.0162 | Yes | ||
| 28 | CLDN8 | 2534 | 0.865 | -0.0161 | Yes | ||
| 29 | SP140L | 2587 | 0.863 | -0.0146 | Yes | ||
| 30 | IL1RAPL1 | 2610 | 0.861 | -0.0115 | Yes | ||
| 31 | TMEM108 | 2614 | 0.861 | -0.0074 | Yes | ||
| 32 | MCM8 | 2620 | 0.861 | -0.0034 | Yes | ||
| 33 | LHX1 | 2653 | 0.859 | -0.0008 | Yes | ||
| 34 | IER5L | 2715 | 0.855 | 0.0001 | Yes | ||
| 35 | TESK2 | 2742 | 0.854 | 0.0030 | Yes | ||
| 36 | HIST1H4A | 2765 | 0.853 | 0.0061 | Yes | ||
| 37 | H3F3B | 2834 | 0.849 | 0.0067 | Yes | ||
| 38 | ELAC2 | 2893 | 0.846 | 0.0079 | Yes | ||
| 39 | NFYC | 3102 | 0.833 | 0.0008 | Yes | ||
| 40 | CDC25A | 3112 | 0.832 | 0.0046 | Yes | ||
| 41 | EHF | 3182 | 0.828 | 0.0052 | Yes | ||
| 42 | MRPL51 | 3201 | 0.826 | 0.0085 | Yes | ||
| 43 | DNAJB11 | 3223 | 0.825 | 0.0117 | Yes | ||
| 44 | SOX2 | 3226 | 0.825 | 0.0158 | Yes | ||
| 45 | CCDC132 | 3326 | 0.821 | 0.0147 | Yes | ||
| 46 | LDB2 | 3390 | 0.817 | 0.0156 | Yes | ||
| 47 | HIST1H3A | 3398 | 0.817 | 0.0195 | Yes | ||
| 48 | SEPT4 | 3431 | 0.815 | 0.0221 | Yes | ||
| 49 | CBLB | 3441 | 0.815 | 0.0259 | Yes | ||
| 50 | HOXC4 | 3449 | 0.815 | 0.0298 | Yes | ||
| 51 | AMTN | 3470 | 0.813 | 0.0330 | Yes | ||
| 52 | NDUFB11 | 3473 | 0.813 | 0.0372 | Yes | ||
| 53 | ZNF362 | 3497 | 0.812 | 0.0402 | Yes | ||
| 54 | CAT | 3541 | 0.810 | 0.0422 | Yes | ||
| 55 | MRPS30 | 3565 | 0.808 | 0.0452 | Yes | ||
| 56 | NEUROG3 | 3648 | 0.804 | 0.0451 | Yes | ||
| 57 | AGFG2 | 3661 | 0.803 | 0.0487 | Yes | ||
| 58 | TFCP2 | 3662 | 0.803 | 0.0530 | Yes | ||
| 59 | SYCP3 | 3702 | 0.801 | 0.0552 | Yes | ||
| 60 | ESPL1 | 3704 | 0.801 | 0.0594 | Yes | ||
| 61 | M6PR | 3754 | 0.798 | 0.0610 | Yes | ||
| 62 | ARL6IP6 | 3895 | 0.790 | 0.0577 | Yes | ||
| 63 | COL1A1 | 3967 | 0.786 | 0.0581 | Yes | ||
| 64 | GTF2A1L | 3969 | 0.786 | 0.0624 | Yes | ||
| 65 | NDUFS8 | 4028 | 0.783 | 0.0635 | Yes | ||
| 66 | CKS2 | 4030 | 0.783 | 0.0677 | Yes | ||
| 67 | MED30 | 4182 | 0.774 | 0.0638 | Yes | ||
| 68 | BLK | 4186 | 0.774 | 0.0680 | Yes | ||
| 69 | WNT8B | 4404 | 0.762 | 0.0605 | Yes | ||
| 70 | HLA-F | 4425 | 0.761 | 0.0637 | Yes | ||
| 71 | KLHL4 | 4489 | 0.759 | 0.0645 | Yes | ||
| 72 | BAZ1A | 4598 | 0.752 | 0.0630 | Yes | ||
| 73 | SUZ12 | 4803 | 0.741 | 0.0562 | Yes | ||
| 74 | PXMP4 | 4861 | 0.737 | 0.0574 | Yes | ||
| 75 | ESRRG | 4918 | 0.734 | 0.0586 | Yes | ||
| 76 | SIX5 | 4969 | 0.730 | 0.0602 | Yes | ||
| 77 | HNRNPL | 5070 | 0.725 | 0.0590 | Yes | ||
| 78 | UBE2C | 5178 | 0.718 | 0.0575 | Yes | ||
| 79 | RPS6KA5 | 5186 | 0.717 | 0.0614 | Yes | ||
| 80 | MCTS1 | 5396 | 0.706 | 0.0543 | Yes | ||
| 81 | SPTB | 5424 | 0.705 | 0.0572 | Yes | ||
| 82 | BAHD1 | 5432 | 0.704 | 0.0611 | Yes | ||
| 83 | SESN2 | 5501 | 0.701 | 0.0617 | Yes | ||
| 84 | SPC25 | 5530 | 0.699 | 0.0645 | Yes | ||
| 85 | ENSA | 5561 | 0.697 | 0.0671 | Yes | ||
| 86 | CALM2 | 5650 | 0.693 | 0.0666 | Yes | ||
| 87 | WBP2 | 5668 | 0.692 | 0.0700 | Yes | ||
| 88 | STARD7 | 5867 | 0.682 | 0.0635 | Yes | ||
| 89 | NFATC4 | 5921 | 0.680 | 0.0649 | Yes | ||
| 90 | RACGAP1 | 6018 | 0.674 | 0.0640 | Yes | ||
| 91 | CNTD1 | 6205 | 0.664 | 0.0582 | Yes | ||
| 92 | CDK2AP2 | 6235 | 0.662 | 0.0609 | Yes | ||
| 93 | SPAG7 | 6268 | 0.660 | 0.0635 | Yes | ||
| 94 | DDIT3 | 6280 | 0.660 | 0.0671 | Yes | ||
| 95 | PLN | 6294 | 0.659 | 0.0707 | Yes | ||
| 96 | TSPAN13 | 6320 | 0.658 | 0.0737 | Yes | ||
| 97 | LRP8 | 6384 | 0.654 | 0.0745 | Yes | ||
| 98 | ANO4 | 6435 | 0.652 | 0.0761 | Yes | ||
| 99 | FUT8 | 6444 | 0.651 | 0.0800 | Yes | ||
| 100 | CDH6 | 6458 | 0.651 | 0.0835 | Yes | ||
| 101 | GUCA2A | 6573 | 0.644 | 0.0816 | Yes | ||
| 102 | GNAI2 | 6582 | 0.644 | 0.0855 | Yes | ||
| 103 | GPC3 | 6612 | 0.642 | 0.0882 | Yes | ||
| 104 | STMN4 | 6690 | 0.638 | 0.0883 | Yes | ||
| 105 | SPOCK2 | 6693 | 0.638 | 0.0925 | Yes | ||
| 106 | THBS3 | 6754 | 0.634 | 0.0935 | Yes | ||
| 107 | LMOD1 | 6787 | 0.631 | 0.0961 | Yes | ||
| 108 | ELMO1 | 6907 | 0.626 | 0.0939 | Yes | ||
| 109 | ACR | 6922 | 0.625 | 0.0974 | Yes | ||
| 110 | CBX5 | 6934 | 0.625 | 0.1011 | Yes | ||
| 111 | RREB1 | 6991 | 0.622 | 0.1024 | Yes | ||
| 112 | DLG3 | 7106 | 0.614 | 0.1005 | No | ||
| 113 | HLA-DOA | 7153 | 0.612 | 0.1023 | No | ||
| 114 | ACTL6A | 7357 | 0.602 | 0.0955 | No | ||
| 115 | USP21 | 7614 | 0.588 | 0.0859 | No | ||
| 116 | HDAC1 | 7635 | 0.588 | 0.0891 | No | ||
| 117 | MLEC | 7708 | 0.584 | 0.0895 | No | ||
| 118 | PRDM13 | 7727 | 0.583 | 0.0928 | No | ||
| 119 | TAF8 | 7929 | 0.571 | 0.0862 | No | ||
| 120 | PI4K2A | 7971 | 0.570 | 0.0882 | No | ||
| 121 | CXorf67 | 7986 | 0.569 | 0.0918 | No | ||
| 122 | MAZ | 8038 | 0.566 | 0.0933 | No | ||
| 123 | LYRM7 | 8134 | 0.561 | 0.0924 | No | ||
| 124 | SMAD2 | 8280 | 0.553 | 0.0888 | No | ||
| 125 | PCYT1B | 8381 | 0.547 | 0.0877 | No | ||
| 126 | ZDHHC5 | 8477 | 0.541 | 0.0868 | No | ||
| 127 | PPP2R5C | 8615 | 0.534 | 0.0837 | No | ||
| 128 | RBM10 | 8669 | 0.530 | 0.0851 | No | ||
| 129 | C14orf1 | 8690 | 0.529 | 0.0883 | No | ||
| 130 | IFT27 | 8775 | 0.524 | 0.0880 | No | ||
| 131 | TECR | 8882 | 0.518 | 0.0865 | No | ||
| 132 | FAM76B | 9008 | 0.511 | 0.0840 | No | ||
| 133 | HAND2 | 9061 | 0.507 | 0.0855 | No | ||
| 134 | ZFP91 | 9257 | 0.497 | 0.0792 | No | ||
| 135 | ZNF775 | 9809 | 0.467 | 0.0535 | No | ||
| 136 | NCAPD2 | 9950 | 0.459 | 0.0502 | No | ||
| 137 | MBNL1 | 9960 | 0.458 | 0.0540 | No | ||
| 138 | DGKZ | 9991 | 0.456 | 0.0567 | No | ||
| 139 | SLC12A1 | 10025 | 0.454 | 0.0592 | No | ||
| 140 | SEL1L | 10077 | 0.451 | 0.0607 | No | ||
| 141 | RBM4 | 10122 | 0.449 | 0.0626 | No | ||
| 142 | OGG1 | 10369 | 0.435 | 0.0535 | No | ||
| 143 | HNRNPA1 | 10394 | 0.434 | 0.0565 | No | ||
| 144 | ARL6IP1 | 10511 | 0.428 | 0.0545 | No | ||
| 145 | NUP98 | 10663 | 0.420 | 0.0506 | No | ||
| 146 | WASF2 | 10668 | 0.420 | 0.0546 | No | ||
| 147 | NOL4 | 10775 | 0.414 | 0.0532 | No | ||
| 148 | C1QTNF6 | 10859 | 0.410 | 0.0530 | No | ||
| 149 | YARS | 10920 | 0.407 | 0.0540 | No | ||
| 150 | LCLAT1 | 10964 | 0.404 | 0.0559 | No | ||
| 151 | HELB | 11057 | 0.399 | 0.0552 | No | ||
| 152 | GCA | 11185 | 0.391 | 0.0526 | No | ||
| 153 | PIGA | 11378 | 0.381 | 0.0465 | No | ||
| 154 | IFFO1 | 11426 | 0.378 | 0.0482 | No | ||
| 155 | SFRP1 | 11657 | 0.366 | 0.0400 | No | ||
| 156 | SIAH3 | 11682 | 0.364 | 0.0430 | No | ||
| 157 | CELSR3 | 11785 | 0.357 | 0.0417 | No | ||
| 158 | HNRNPA0 | 11843 | 0.354 | 0.0429 | No | ||
| 159 | LIN28A | 11867 | 0.352 | 0.0460 | No | ||
| 160 | KIF20A | 11919 | 0.348 | 0.0475 | No | ||
| 161 | FOXN3 | 12241 | 0.330 | 0.0343 | No | ||
| 162 | KIF23 | 12257 | 0.329 | 0.0378 | No | ||
| 163 | WDR81 | 12492 | 0.316 | 0.0294 | No | ||
| 164 | BCAS3 | 12631 | 0.308 | 0.0262 | No | ||
| 165 | CEP57 | 12768 | 0.300 | 0.0231 | No | ||
| 166 | WNT3 | 12813 | 0.297 | 0.0250 | No | ||
| 167 | HOXD10 | 13212 | 0.275 | 0.0076 | No | ||
| 168 | PEX2 | 13263 | 0.272 | 0.0092 | No | ||
| 169 | ELAVL4 | 13487 | 0.261 | 0.0014 | No | ||
| 170 | RPA2 | 13666 | 0.250 | -0.0040 | No | ||
| 171 | WDR19 | 13786 | 0.243 | -0.0062 | No | ||
| 172 | KAT7 | 13904 | 0.237 | -0.0082 | No | ||
| 173 | HOXC8 | 13908 | 0.236 | -0.0041 | No | ||
| 174 | ADCY10 | 13954 | 0.234 | -0.0023 | No | ||
| 175 | ZNF436 | 14012 | 0.231 | -0.0011 | No | ||
| 176 | KATNB1 | 14046 | 0.229 | 0.0014 | No | ||
| 177 | DDR2 | 14085 | 0.227 | 0.0037 | No | ||
| 178 | MYO1E | 14089 | 0.227 | 0.0078 | No | ||
| 179 | DCAF11 | 14114 | 0.226 | 0.0108 | No | ||
| 180 | ZNF14 | 14182 | 0.221 | 0.0114 | No | ||
| 181 | ZBTB5 | 14207 | 0.220 | 0.0144 | No | ||
| 182 | RPRD2 | 14253 | 0.218 | 0.0163 | No | ||
| 183 | PAX6 | 14394 | 0.210 | 0.0129 | No | ||
| 184 | ARL17A | 14433 | 0.207 | 0.0152 | No | ||
| 185 | TYSND1 | 14453 | 0.206 | 0.0184 | No | ||
| 186 | HIST1H2BC | 14623 | 0.198 | 0.0135 | No | ||
| 187 | KLF1 | 14658 | 0.196 | 0.0160 | No | ||
| 188 | RAG1 | 14727 | 0.192 | 0.0166 | No | ||
| 189 | SATB2 | 14854 | 0.186 | 0.0140 | No | ||
| 190 | PPM1B | 14875 | 0.185 | 0.0172 | No | ||
| 191 | HIST1H2AC | 15144 | 0.169 | 0.0069 | No | ||
| 192 | PTF1A | 15176 | 0.168 | 0.0095 | No | ||
| 193 | SIK3 | 15212 | 0.166 | 0.0119 | No | ||
| 194 | ACYP1 | 15250 | 0.164 | 0.0142 | No | ||
| 195 | CHAC1 | 15344 | 0.160 | 0.0135 | No | ||
| 196 | DMD | 15593 | 0.147 | 0.0043 | No | ||
| 197 | TLE4 | 15615 | 0.146 | 0.0074 | No | ||
| 198 | DLEU1 | 15634 | 0.145 | 0.0107 | No | ||
| 199 | TAF15 | 15636 | 0.145 | 0.0150 | No | ||
| 200 | SSBP3 | 15827 | 0.135 | 0.0089 | No | ||
| 201 | ADAMTS19 | 15876 | 0.132 | 0.0106 | No | ||
| 202 | FDFT1 | 15890 | 0.131 | 0.0142 | No | ||
| 203 | UBXN11 | 16060 | 0.120 | 0.0093 | No | ||
| 204 | GSK3B | 16137 | 0.117 | 0.0095 | No | ||
| 205 | AP3M2 | 16170 | 0.116 | 0.0120 | No | ||
| 206 | CCDC51 | 16327 | 0.107 | 0.0078 | No | ||
| 207 | ABI3 | 16331 | 0.106 | 0.0120 | No | ||
| 208 | TCERG1 | 16372 | 0.104 | 0.0141 | No | ||
| 209 | PRPF38B | 16476 | 0.099 | 0.0128 | No | ||
| 210 | TRMT6 | 16541 | 0.096 | 0.0136 | No | ||
| 211 | NFYA | 16624 | 0.091 | 0.0134 | No | ||
| 212 | ADAMTSL1 | 16634 | 0.091 | 0.0172 | No | ||
| 213 | PIK3R1 | 16674 | 0.088 | 0.0194 | No | ||
| 214 | ZNF189 | 16699 | 0.087 | 0.0224 | No | ||
| 215 | MAP3K3 | 16724 | 0.085 | 0.0254 | No | ||
| 216 | MYOCD | 16750 | 0.084 | 0.0283 | No | ||
| 217 | C19orf54 | 16809 | 0.081 | 0.0294 | No | ||
| 218 | HIST1H4C | 16862 | 0.079 | 0.0309 | No | ||
| 219 | MTX1 | 17026 | 0.070 | 0.0263 | No | ||
| 220 | HSCB | 17171 | 0.063 | 0.0228 | No | ||
| 221 | ZNF597 | 17222 | 0.061 | 0.0244 | No | ||
| 222 | FBXL8 | 17236 | 0.060 | 0.0280 | No | ||
| 223 | MAEL | 17240 | 0.060 | 0.0321 | No | ||
| 224 | ETV5 | 17320 | 0.056 | 0.0321 | No | ||
| 225 | ABCA7 | 17366 | 0.053 | 0.0339 | No | ||
| 226 | EIF2AK3 | 17373 | 0.053 | 0.0379 | No | ||
| 227 | TRADD | 17444 | 0.049 | 0.0384 | No | ||
| 228 | ZBTB10 | 17618 | 0.041 | 0.0333 | No | ||
| 229 | ZNF385A | 17936 | 0.027 | 0.0203 | No | ||
| 230 | TPP2 | 18235 | 0.013 | 0.0084 | No | ||
| 231 | CNNM2 | 18427 | 0.005 | 0.0023 | No | ||
| 232 | MKL1 | 18460 | 0.004 | 0.0049 | No | ||
| 233 | SORBS2 | 18509 | 0.002 | 0.0066 | No |
