| Dataset | RNR_GSEA_DESEQ2_FC |
| Phenotype | NoPhenotypeAvailable |
| Upregulated in class | na_neg |
| GeneSet | V$CRX_Q4 |
| Enrichment Score (ES) | -0.10965987 |
| Normalized Enrichment Score (NES) | -2.1065762 |
| Nominal p-value | 0.001996008 |
| FDR q-value | 0.056370042 |
| FWER p-Value | 0.533 |

| PROBE | GENE SYMBOL | GENE_TITLE | RANK IN GENE LIST | RANK METRIC SCORE | RUNNING ES | CORE ENRICHMENT | |
|---|---|---|---|---|---|---|---|
| 1 | SST | 144 | 1.881 | -0.0040 | No | ||
| 2 | KRT24 | 189 | 1.556 | -0.0025 | No | ||
| 3 | ATRNL1 | 326 | 1.146 | -0.0061 | No | ||
| 4 | GDF7 | 336 | 1.127 | -0.0027 | No | ||
| 5 | TNFSF11 | 341 | 1.121 | 0.0009 | No | ||
| 6 | LEMD1 | 372 | 1.060 | 0.0031 | No | ||
| 7 | ADAMTSL1 | 385 | 1.037 | 0.0063 | No | ||
| 8 | HRK | 388 | 1.032 | 0.0100 | No | ||
| 9 | FIBCD1 | 429 | 0.985 | 0.0117 | No | ||
| 10 | LRRTM4 | 479 | 0.936 | 0.0129 | No | ||
| 11 | ASCL4 | 522 | 0.866 | 0.0144 | No | ||
| 12 | OTOP3 | 614 | 0.756 | 0.0133 | No | ||
| 13 | IRX5 | 643 | 0.732 | 0.0157 | No | ||
| 14 | POU6F2 | 672 | 0.708 | 0.0180 | No | ||
| 15 | GLRA1 | 717 | 0.667 | 0.0194 | No | ||
| 16 | FRMPD2 | 816 | 0.614 | 0.0179 | No | ||
| 17 | AKAP2 | 822 | 0.611 | 0.0215 | No | ||
| 18 | NRXN3 | 955 | 0.545 | 0.0182 | No | ||
| 19 | CARTPT | 1008 | 0.513 | 0.0192 | No | ||
| 20 | TNNT1 | 1031 | 0.502 | 0.0218 | No | ||
| 21 | NR1H4 | 1043 | 0.499 | 0.0251 | No | ||
| 22 | HOXC5 | 1220 | 0.435 | 0.0193 | No | ||
| 23 | C11orf88 | 1252 | 0.423 | 0.0215 | No | ||
| 24 | FGF14 | 1261 | 0.421 | 0.0249 | No | ||
| 25 | ETV5 | 1310 | 0.401 | 0.0262 | No | ||
| 26 | ESM1 | 1320 | 0.398 | 0.0295 | No | ||
| 27 | CFB | 1631 | 0.322 | 0.0165 | No | ||
| 28 | ZPBP2 | 1634 | 0.322 | 0.0202 | No | ||
| 29 | CREB5 | 1659 | 0.318 | 0.0228 | No | ||
| 30 | CPEB4 | 1740 | 0.303 | 0.0222 | No | ||
| 31 | SYNE1 | 1975 | 0.264 | 0.0134 | No | ||
| 32 | MN1 | 2003 | 0.261 | 0.0157 | No | ||
| 33 | MIP | 2025 | 0.259 | 0.0184 | No | ||
| 34 | AMHR2 | 2110 | 0.249 | 0.0177 | No | ||
| 35 | KCNA1 | 2150 | 0.245 | 0.0194 | No | ||
| 36 | PDE4D | 2239 | 0.235 | 0.0185 | No | ||
| 37 | RORA | 2270 | 0.231 | 0.0207 | No | ||
| 38 | DMD | 2280 | 0.230 | 0.0241 | No | ||
| 39 | SAMD11 | 2380 | 0.219 | 0.0225 | No | ||
| 40 | SOAT2 | 2424 | 0.216 | 0.0240 | No | ||
| 41 | EYA4 | 2479 | 0.211 | 0.0249 | No | ||
| 42 | SOX15 | 2492 | 0.210 | 0.0281 | No | ||
| 43 | JMJD1C | 2530 | 0.208 | 0.0300 | No | ||
| 44 | ABI3BP | 2559 | 0.205 | 0.0323 | No | ||
| 45 | ID2 | 2578 | 0.204 | 0.0351 | No | ||
| 46 | MYO3B | 2654 | 0.197 | 0.0349 | No | ||
| 47 | USP34 | 2707 | 0.193 | 0.0359 | No | ||
| 48 | NIPBL | 2821 | 0.184 | 0.0336 | No | ||
| 49 | NCOA2 | 2824 | 0.183 | 0.0374 | No | ||
| 50 | NOTCH2 | 2857 | 0.182 | 0.0395 | No | ||
| 51 | MED13 | 2873 | 0.180 | 0.0425 | No | ||
| 52 | NEO1 | 2876 | 0.180 | 0.0462 | No | ||
| 53 | TYRP1 | 2950 | 0.175 | 0.0461 | No | ||
| 54 | CLASP1 | 2951 | 0.175 | 0.0499 | No | ||
| 55 | LIFR | 3068 | 0.169 | 0.0475 | No | ||
| 56 | SATB1 | 3111 | 0.166 | 0.0490 | No | ||
| 57 | EFHB | 3387 | 0.151 | 0.0379 | No | ||
| 58 | LTBP1 | 3439 | 0.149 | 0.0390 | No | ||
| 59 | MCTP2 | 3456 | 0.148 | 0.0420 | No | ||
| 60 | MTMR10 | 3458 | 0.148 | 0.0457 | No | ||
| 61 | PURA | 3473 | 0.147 | 0.0488 | No | ||
| 62 | TLE4 | 3652 | 0.138 | 0.0430 | No | ||
| 63 | NOTCH2NL | 3713 | 0.135 | 0.0436 | No | ||
| 64 | NLGN1 | 3765 | 0.133 | 0.0446 | No | ||
| 65 | MAML3 | 3801 | 0.131 | 0.0466 | No | ||
| 66 | GNB3 | 3852 | 0.128 | 0.0477 | No | ||
| 67 | LPHN2 | 3931 | 0.125 | 0.0473 | No | ||
| 68 | DAP | 3933 | 0.125 | 0.0511 | No | ||
| 69 | IGSF3 | 3955 | 0.124 | 0.0538 | No | ||
| 70 | LYPD2 | 3966 | 0.124 | 0.0571 | No | ||
| 71 | PRRX1 | 4109 | 0.118 | 0.0532 | No | ||
| 72 | BTRC | 4138 | 0.117 | 0.0555 | No | ||
| 73 | CASK | 4140 | 0.117 | 0.0593 | No | ||
| 74 | RIMS1 | 4225 | 0.114 | 0.0586 | No | ||
| 75 | NDUFAF3 | 4444 | 0.107 | 0.0506 | No | ||
| 76 | ZNF281 | 4494 | 0.105 | 0.0518 | No | ||
| 77 | SLC5A2 | 4636 | 0.100 | 0.0479 | No | ||
| 78 | CNOT4 | 4838 | 0.093 | 0.0408 | No | ||
| 79 | PALM2 | 4953 | 0.090 | 0.0385 | No | ||
| 80 | ZBTB20 | 5045 | 0.087 | 0.0374 | No | ||
| 81 | ATP1B3 | 5047 | 0.087 | 0.0412 | No | ||
| 82 | ZBTB4 | 5107 | 0.086 | 0.0418 | No | ||
| 83 | CHD2 | 5153 | 0.085 | 0.0432 | No | ||
| 84 | HMGN2 | 5160 | 0.084 | 0.0467 | No | ||
| 85 | MAB21L1 | 5277 | 0.081 | 0.0442 | No | ||
| 86 | MIER1 | 5287 | 0.081 | 0.0476 | No | ||
| 87 | DPYD | 5372 | 0.079 | 0.0469 | No | ||
| 88 | RBM39 | 5375 | 0.079 | 0.0506 | No | ||
| 89 | AGA | 5518 | 0.075 | 0.0467 | No | ||
| 90 | SLC13A4 | 5543 | 0.074 | 0.0493 | No | ||
| 91 | MOAP1 | 5550 | 0.074 | 0.0528 | No | ||
| 92 | DLC1 | 5679 | 0.070 | 0.0497 | No | ||
| 93 | CHORDC1 | 5710 | 0.070 | 0.0519 | No | ||
| 94 | C5 | 5772 | 0.068 | 0.0524 | No | ||
| 95 | UBAP2L | 6017 | 0.062 | 0.0430 | No | ||
| 96 | FAM122A | 6123 | 0.059 | 0.0411 | No | ||
| 97 | ERBB4 | 6124 | 0.059 | 0.0450 | No | ||
| 98 | PRKAG1 | 6144 | 0.059 | 0.0478 | No | ||
| 99 | FGF7 | 6233 | 0.057 | 0.0468 | No | ||
| 100 | E2F3 | 6326 | 0.055 | 0.0457 | No | ||
| 101 | ABLIM1 | 6378 | 0.053 | 0.0467 | No | ||
| 102 | ARHGAP35 | 6595 | 0.049 | 0.0388 | No | ||
| 103 | ESRRG | 6619 | 0.048 | 0.0414 | No | ||
| 104 | FZD4 | 6628 | 0.048 | 0.0448 | No | ||
| 105 | SLC1A7 | 6802 | 0.044 | 0.0392 | No | ||
| 106 | CLMP | 6862 | 0.043 | 0.0399 | No | ||
| 107 | ANXA11 | 6924 | 0.041 | 0.0404 | No | ||
| 108 | ECHDC2 | 6936 | 0.041 | 0.0437 | No | ||
| 109 | JARID2 | 7034 | 0.039 | 0.0422 | No | ||
| 110 | DMPK | 7125 | 0.037 | 0.0412 | No | ||
| 111 | TEX2 | 7143 | 0.036 | 0.0441 | No | ||
| 112 | GPBP1 | 7225 | 0.035 | 0.0435 | No | ||
| 113 | CAMK2A | 7397 | 0.031 | 0.0381 | No | ||
| 114 | SARNP | 7490 | 0.029 | 0.0369 | No | ||
| 115 | LDB2 | 7578 | 0.027 | 0.0360 | No | ||
| 116 | TCF7L2 | 7794 | 0.023 | 0.0282 | No | ||
| 117 | GSTCD | 7813 | 0.023 | 0.0310 | No | ||
| 118 | MDGA1 | 7878 | 0.021 | 0.0314 | No | ||
| 119 | EGFLAM | 7999 | 0.019 | 0.0287 | No | ||
| 120 | NR2F1 | 8147 | 0.016 | 0.0245 | No | ||
| 121 | MSH5 | 8258 | 0.014 | 0.0224 | No | ||
| 122 | AMMECR1 | 8290 | 0.013 | 0.0246 | No | ||
| 123 | INTS12 | 8297 | 0.013 | 0.0281 | No | ||
| 124 | STAT5B | 8345 | 0.012 | 0.0294 | No | ||
| 125 | CRYGS | 8362 | 0.012 | 0.0323 | No | ||
| 126 | LMO3 | 8462 | 0.010 | 0.0308 | No | ||
| 127 | CTBP2 | 8930 | 0.000 | 0.0092 | No | ||
| 128 | ZNF384 | 9009 | -0.001 | 0.0088 | No | ||
| 129 | TRIP10 | 9035 | -0.002 | 0.0113 | No | ||
| 130 | RPA3 | 9158 | -0.004 | 0.0085 | No | ||
| 131 | C20orf112 | 9170 | -0.005 | 0.0118 | No | ||
| 132 | KHSRP | 9243 | -0.006 | 0.0117 | No | ||
| 133 | RPS6KA3 | 9328 | -0.008 | 0.0110 | No | ||
| 134 | C6orf62 | 9413 | -0.009 | 0.0102 | No | ||
| 135 | SRPK2 | 9491 | -0.010 | 0.0099 | No | ||
| 136 | POLD4 | 9627 | -0.014 | 0.0064 | No | ||
| 137 | MEPCE | 9666 | -0.014 | 0.0082 | No | ||
| 138 | CNTLN | 9674 | -0.015 | 0.0116 | No | ||
| 139 | C8orf46 | 10007 | -0.020 | -0.0026 | No | ||
| 140 | WDR78 | 10113 | -0.023 | -0.0045 | No | ||
| 141 | NFIX | 10312 | -0.026 | -0.0114 | No | ||
| 142 | PCDHGC3 | 10506 | -0.030 | -0.0181 | No | ||
| 143 | NKX6-1 | 10598 | -0.032 | -0.0192 | No | ||
| 144 | AKIRIN2 | 10727 | -0.035 | -0.0223 | No | ||
| 145 | MBD6 | 10850 | -0.038 | -0.0251 | No | ||
| 146 | RTN2 | 10991 | -0.041 | -0.0288 | No | ||
| 147 | UPRT | 11127 | -0.045 | -0.0324 | No | ||
| 148 | CYTH2 | 11308 | -0.049 | -0.0383 | No | ||
| 149 | FLRT1 | 11319 | -0.049 | -0.0350 | No | ||
| 150 | SSBP2 | 11439 | -0.052 | -0.0376 | No | ||
| 151 | PTMS | 11481 | -0.053 | -0.0360 | No | ||
| 152 | DCTN1 | 11613 | -0.056 | -0.0393 | No | ||
| 153 | GPR21 | 11630 | -0.056 | -0.0363 | No | ||
| 154 | GAP43 | 11679 | -0.058 | -0.0351 | No | ||
| 155 | ROBO3 | 12000 | -0.065 | -0.0487 | No | ||
| 156 | MEOX2 | 12037 | -0.066 | -0.0468 | No | ||
| 157 | DALRD3 | 12125 | -0.068 | -0.0477 | No | ||
| 158 | POLR2A | 12127 | -0.068 | -0.0439 | No | ||
| 159 | ENTPD1 | 12440 | -0.076 | -0.0570 | No | ||
| 160 | CDK2AP2 | 12693 | -0.083 | -0.0669 | No | ||
| 161 | MERTK | 12774 | -0.085 | -0.0674 | No | ||
| 162 | TMUB2 | 12915 | -0.089 | -0.0712 | No | ||
| 163 | EFS | 12949 | -0.090 | -0.0691 | No | ||
| 164 | ZFP36L2 | 13288 | -0.101 | -0.0837 | No | ||
| 165 | PPM1N | 13373 | -0.104 | -0.0844 | No | ||
| 166 | ACAA2 | 13649 | -0.113 | -0.0955 | No | ||
| 167 | TMEM35 | 13658 | -0.114 | -0.0921 | No | ||
| 168 | ANGPTL2 | 13890 | -0.123 | -0.1008 | No | ||
| 169 | PGF | 13969 | -0.126 | -0.1012 | No | ||
| 170 | PAX6 | 13970 | -0.126 | -0.0974 | No | ||
| 171 | HOXB3 | 14009 | -0.128 | -0.0956 | No | ||
| 172 | BMI1 | 14034 | -0.130 | -0.0931 | No | ||
| 173 | BCL11A | 14182 | -0.137 | -0.0972 | No | ||
| 174 | SLC9B2 | 14192 | -0.138 | -0.0939 | No | ||
| 175 | RUNX3 | 14483 | -0.153 | -0.1058 | Yes | ||
| 176 | DLG4 | 14501 | -0.154 | -0.1029 | Yes | ||
| 177 | CDKN2C | 14522 | -0.154 | -0.1001 | Yes | ||
| 178 | CCDC129 | 14553 | -0.156 | -0.0979 | Yes | ||
| 179 | HIST1H1C | 14564 | -0.157 | -0.0946 | Yes | ||
| 180 | FLNC | 14623 | -0.160 | -0.0939 | Yes | ||
| 181 | RAB33A | 14629 | -0.160 | -0.0904 | Yes | ||
| 182 | ACADVL | 14647 | -0.161 | -0.0874 | Yes | ||
| 183 | ERG | 14670 | -0.162 | -0.0848 | Yes | ||
| 184 | TSC22D1 | 14758 | -0.168 | -0.0857 | Yes | ||
| 185 | WNT6 | 14767 | -0.169 | -0.0823 | Yes | ||
| 186 | KCNH2 | 14789 | -0.170 | -0.0796 | Yes | ||
| 187 | MSX2 | 14821 | -0.173 | -0.0774 | Yes | ||
| 188 | FNDC9 | 14861 | -0.176 | -0.0757 | Yes | ||
| 189 | MEIS1 | 14915 | -0.179 | -0.0747 | Yes | ||
| 190 | TIGD2 | 14944 | -0.181 | -0.0724 | Yes | ||
| 191 | NAA60 | 15196 | -0.201 | -0.0822 | Yes | ||
| 192 | BNC2 | 15291 | -0.209 | -0.0835 | Yes | ||
| 193 | VASP | 15310 | -0.210 | -0.0806 | Yes | ||
| 194 | RALGPS2 | 15346 | -0.213 | -0.0787 | Yes | ||
| 195 | TNFSF4 | 15385 | -0.217 | -0.0769 | Yes | ||
| 196 | GPX1 | 15398 | -0.218 | -0.0737 | Yes | ||
| 197 | SATB2 | 15412 | -0.219 | -0.0706 | Yes | ||
| 198 | RPRML | 15511 | -0.229 | -0.0721 | Yes | ||
| 199 | ETS2 | 15520 | -0.230 | -0.0686 | Yes | ||
| 200 | EGFL6 | 15557 | -0.233 | -0.0668 | Yes | ||
| 201 | CYP2F1 | 15574 | -0.235 | -0.0638 | Yes | ||
| 202 | HNF1A | 15720 | -0.252 | -0.0678 | Yes | ||
| 203 | NR6A1 | 15739 | -0.255 | -0.0650 | Yes | ||
| 204 | HR | 15777 | -0.260 | -0.0631 | Yes | ||
| 205 | ATP6V0A4 | 15925 | -0.278 | -0.0673 | Yes | ||
| 206 | CACNA2D4 | 15928 | -0.279 | -0.0636 | Yes | ||
| 207 | MOCOS | 15973 | -0.284 | -0.0621 | Yes | ||
| 208 | HOXA3 | 16054 | -0.293 | -0.0626 | Yes | ||
| 209 | UBXN10 | 16102 | -0.300 | -0.0613 | Yes | ||
| 210 | CLDN2 | 16142 | -0.307 | -0.0596 | Yes | ||
| 211 | BTG4 | 16150 | -0.309 | -0.0561 | Yes | ||
| 212 | DEF6 | 16237 | -0.324 | -0.0570 | Yes | ||
| 213 | HOXC4 | 16246 | -0.326 | -0.0536 | Yes | ||
| 214 | FOXB1 | 16435 | -0.361 | -0.0599 | Yes | ||
| 215 | TKT | 16436 | -0.362 | -0.0561 | Yes | ||
| 216 | TCF7 | 16459 | -0.367 | -0.0535 | Yes | ||
| 217 | BHLHE22 | 16471 | -0.370 | -0.0502 | Yes | ||
| 218 | LLGL2 | 16497 | -0.377 | -0.0477 | Yes | ||
| 219 | C12orf50 | 16499 | -0.377 | -0.0439 | Yes | ||
| 220 | PITX2 | 16527 | -0.383 | -0.0415 | Yes | ||
| 221 | DSG4 | 16541 | -0.386 | -0.0384 | Yes | ||
| 222 | SPTSSB | 16550 | -0.388 | -0.0350 | Yes | ||
| 223 | ZNF385A | 16648 | -0.410 | -0.0364 | Yes | ||
| 224 | GUCY2D | 16779 | -0.447 | -0.0397 | Yes | ||
| 225 | RAX | 16828 | -0.462 | -0.0384 | Yes | ||
| 226 | GUCY2F | 16976 | -0.498 | -0.0426 | Yes | ||
| 227 | TLX3 | 17125 | -0.545 | -0.0468 | Yes | ||
| 228 | DMRT2 | 17151 | -0.556 | -0.0443 | Yes | ||
| 229 | HOXC6 | 17200 | -0.579 | -0.0431 | Yes | ||
| 230 | TULP1 | 17299 | -0.628 | -0.0446 | Yes | ||
| 231 | GRID2 | 17382 | -0.669 | -0.0452 | Yes | ||
| 232 | NOS1 | 17389 | -0.675 | -0.0417 | Yes | ||
| 233 | SLC6A20 | 17443 | -0.699 | -0.0407 | Yes | ||
| 234 | SLC12A5 | 17569 | -0.778 | -0.0437 | Yes | ||
| 235 | C3orf27 | 17606 | -0.810 | -0.0418 | Yes | ||
| 236 | SIX3 | 17694 | -0.883 | -0.0427 | Yes | ||
| 237 | ABCC6 | 17701 | -0.886 | -0.0391 | Yes | ||
| 238 | SLC6A5 | 17702 | -0.888 | -0.0353 | Yes | ||
| 239 | PCSK1 | 17781 | -0.949 | -0.0357 | Yes | ||
| 240 | BDKRB1 | 17835 | -0.987 | -0.0347 | Yes | ||
| 241 | GJD2 | 17856 | -1.000 | -0.0320 | Yes | ||
| 242 | KRT3 | 17893 | -1.034 | -0.0301 | Yes | ||
| 243 | HOXD10 | 17904 | -1.044 | -0.0268 | Yes | ||
| 244 | KCNIP2 | 17922 | -1.058 | -0.0239 | Yes | ||
| 245 | LIN28A | 17979 | -1.108 | -0.0231 | Yes | ||
| 246 | GRIN2B | 18050 | -1.185 | -0.0230 | Yes | ||
| 247 | LRIT1 | 18054 | -1.188 | -0.0194 | Yes | ||
| 248 | PAX7 | 18092 | -1.226 | -0.0175 | Yes | ||
| 249 | PITX1 | 18105 | -1.248 | -0.0143 | Yes | ||
| 250 | HIST1H4C | 18155 | -1.345 | -0.0131 | Yes | ||
| 251 | PRDM13 | 18199 | -1.443 | -0.0116 | Yes | ||
| 252 | FOXA1 | 18243 | -1.500 | -0.0101 | Yes | ||
| 253 | SLITRK1 | 18296 | -1.583 | -0.0091 | Yes | ||
| 254 | PROK2 | 18307 | -1.613 | -0.0058 | Yes | ||
| 255 | FOXG1 | 18320 | -1.644 | -0.0026 | Yes | ||
| 256 | KRT4 | 18412 | -2.038 | -0.0037 | Yes | ||
| 257 | KRT2 | 18413 | -2.044 | 0.0001 | Yes | ||
| 258 | WNT3A | 18460 | -2.226 | 0.0015 | Yes | ||
| 259 | NR2E1 | 18556 | -4.229 | 0.0001 | Yes | ||
| 260 | TRIML1 | 18575 | -5.830 | 0.0030 | Yes |
