| Dataset | RNR_GSEA_DESEQ2_FC |
| Phenotype | NoPhenotypeAvailable |
| Upregulated in class | na_neg |
| GeneSet | V$AP1_01 |
| Enrichment Score (ES) | -0.09054564 |
| Normalized Enrichment Score (NES) | -1.6645074 |
| Nominal p-value | 0.034548946 |
| FDR q-value | 0.21496095 |
| FWER p-Value | 1.0 |

| PROBE | GENE SYMBOL | GENE_TITLE | RANK IN GENE LIST | RANK METRIC SCORE | RUNNING ES | CORE ENRICHMENT | |
|---|---|---|---|---|---|---|---|
| 1 | OLR1 | 432 | 0.979 | -0.0195 | No | ||
| 2 | HS3ST2 | 676 | 0.703 | -0.0287 | No | ||
| 3 | HEPH | 754 | 0.637 | -0.0288 | No | ||
| 4 | VDR | 793 | 0.618 | -0.0268 | No | ||
| 5 | CSMD3 | 927 | 0.557 | -0.0300 | No | ||
| 6 | ASB5 | 975 | 0.535 | -0.0286 | No | ||
| 7 | AGPAT9 | 1013 | 0.510 | -0.0266 | No | ||
| 8 | IL11 | 1119 | 0.471 | -0.0282 | No | ||
| 9 | GDNF | 1153 | 0.453 | -0.0260 | No | ||
| 10 | KCNK10 | 1174 | 0.447 | -0.0231 | No | ||
| 11 | C15orf53 | 1383 | 0.377 | -0.0303 | No | ||
| 12 | CA9 | 1475 | 0.351 | -0.0313 | No | ||
| 13 | NDP | 1582 | 0.331 | -0.0330 | No | ||
| 14 | KBTBD8 | 1585 | 0.330 | -0.0291 | No | ||
| 15 | ZPBP2 | 1634 | 0.322 | -0.0276 | No | ||
| 16 | CLRN1 | 1658 | 0.318 | -0.0249 | No | ||
| 17 | SLC38A2 | 1795 | 0.293 | -0.0282 | No | ||
| 18 | CCDC64 | 1904 | 0.275 | -0.0301 | No | ||
| 19 | EXD1 | 1915 | 0.273 | -0.0266 | No | ||
| 20 | TRIB1 | 2051 | 0.256 | -0.0299 | No | ||
| 21 | ELAVL2 | 2066 | 0.255 | -0.0266 | No | ||
| 22 | GADD45G | 2071 | 0.254 | -0.0228 | No | ||
| 23 | AKT3 | 2072 | 0.254 | -0.0188 | No | ||
| 24 | MAP2 | 2132 | 0.247 | -0.0180 | No | ||
| 25 | TNFRSF12A | 2165 | 0.243 | -0.0157 | No | ||
| 26 | DMD | 2280 | 0.230 | -0.0178 | No | ||
| 27 | ANGPT1 | 2293 | 0.229 | -0.0144 | No | ||
| 28 | EEF1A1 | 2456 | 0.213 | -0.0192 | No | ||
| 29 | NUDT10 | 2533 | 0.208 | -0.0193 | No | ||
| 30 | DHRS3 | 2556 | 0.205 | -0.0165 | No | ||
| 31 | RGAG1 | 2557 | 0.205 | -0.0125 | No | ||
| 32 | CDH23 | 2583 | 0.203 | -0.0098 | No | ||
| 33 | EPHA2 | 2726 | 0.191 | -0.0135 | No | ||
| 34 | HBEGF | 2766 | 0.188 | -0.0116 | No | ||
| 35 | CDK14 | 2899 | 0.179 | -0.0147 | No | ||
| 36 | RB1CC1 | 2969 | 0.174 | -0.0144 | No | ||
| 37 | ZFAND5 | 3080 | 0.168 | -0.0164 | No | ||
| 38 | BAZ2A | 3276 | 0.156 | -0.0230 | No | ||
| 39 | USP13 | 3334 | 0.153 | -0.0220 | No | ||
| 40 | BACH1 | 3400 | 0.150 | -0.0215 | No | ||
| 41 | CTTNBP2NL | 3467 | 0.147 | -0.0211 | No | ||
| 42 | GADD45A | 3492 | 0.146 | -0.0184 | No | ||
| 43 | MECP2 | 3915 | 0.126 | -0.0373 | No | ||
| 44 | GABARAPL1 | 3991 | 0.123 | -0.0373 | No | ||
| 45 | NRIP3 | 4005 | 0.122 | -0.0340 | No | ||
| 46 | TNRC6A | 4073 | 0.119 | -0.0336 | No | ||
| 47 | SPRED1 | 4141 | 0.117 | -0.0332 | No | ||
| 48 | LNX1 | 4368 | 0.109 | -0.0415 | No | ||
| 49 | RNF34 | 4382 | 0.109 | -0.0382 | No | ||
| 50 | TUBA4A | 4388 | 0.109 | -0.0344 | No | ||
| 51 | MSI1 | 4422 | 0.107 | -0.0322 | No | ||
| 52 | PVALB | 4553 | 0.103 | -0.0352 | No | ||
| 53 | RUFY3 | 4572 | 0.102 | -0.0322 | No | ||
| 54 | ARHGAP8 | 4609 | 0.101 | -0.0301 | No | ||
| 55 | FGF12 | 4665 | 0.099 | -0.0291 | No | ||
| 56 | ICK | 4684 | 0.098 | -0.0260 | No | ||
| 57 | XIRP1 | 4736 | 0.096 | -0.0247 | No | ||
| 58 | GFAP | 4802 | 0.094 | -0.0242 | No | ||
| 59 | LRRFIP2 | 4831 | 0.093 | -0.0217 | No | ||
| 60 | EYA1 | 4909 | 0.091 | -0.0219 | No | ||
| 61 | PPP2CA | 5022 | 0.088 | -0.0240 | No | ||
| 62 | MAP4 | 5134 | 0.085 | -0.0260 | No | ||
| 63 | LAMC1 | 5188 | 0.083 | -0.0248 | No | ||
| 64 | CCDC50 | 5208 | 0.083 | -0.0218 | No | ||
| 65 | PRPF38B | 5233 | 0.082 | -0.0191 | No | ||
| 66 | MAPK10 | 5273 | 0.081 | -0.0172 | No | ||
| 67 | STX17 | 5540 | 0.074 | -0.0276 | No | ||
| 68 | CMAS | 5615 | 0.072 | -0.0276 | No | ||
| 69 | SMARCA2 | 5624 | 0.072 | -0.0240 | No | ||
| 70 | TBXAS1 | 5658 | 0.071 | -0.0218 | No | ||
| 71 | S100A2 | 5709 | 0.070 | -0.0205 | No | ||
| 72 | ABCF3 | 5736 | 0.069 | -0.0178 | No | ||
| 73 | RUNDC3A | 5793 | 0.067 | -0.0169 | No | ||
| 74 | REXO2 | 5822 | 0.067 | -0.0143 | No | ||
| 75 | ZNF771 | 5898 | 0.065 | -0.0144 | No | ||
| 76 | SMPX | 5953 | 0.063 | -0.0133 | No | ||
| 77 | RAP1GAP2 | 6049 | 0.061 | -0.0144 | No | ||
| 78 | NLK | 6102 | 0.060 | -0.0132 | No | ||
| 79 | NUDT11 | 6153 | 0.059 | -0.0119 | No | ||
| 80 | HCN3 | 6164 | 0.059 | -0.0084 | No | ||
| 81 | WASF2 | 6204 | 0.058 | -0.0065 | No | ||
| 82 | RBBP7 | 6539 | 0.050 | -0.0207 | No | ||
| 83 | EWSR1 | 6552 | 0.049 | -0.0173 | No | ||
| 84 | YWHAG | 6629 | 0.048 | -0.0174 | No | ||
| 85 | EEF1A2 | 6681 | 0.047 | -0.0161 | No | ||
| 86 | ANXA7 | 6831 | 0.043 | -0.0202 | No | ||
| 87 | MYOZ2 | 6846 | 0.043 | -0.0169 | No | ||
| 88 | NEDD4L | 6909 | 0.042 | -0.0163 | No | ||
| 89 | ULK1 | 6926 | 0.041 | -0.0131 | No | ||
| 90 | NCDN | 7003 | 0.040 | -0.0132 | No | ||
| 91 | DYNC1H1 | 7090 | 0.038 | -0.0139 | No | ||
| 92 | MARK1 | 7506 | 0.029 | -0.0324 | No | ||
| 93 | RIT1 | 7576 | 0.027 | -0.0321 | No | ||
| 94 | GTF2B | 7606 | 0.027 | -0.0297 | No | ||
| 95 | COL5A3 | 7681 | 0.025 | -0.0297 | No | ||
| 96 | VAPA | 7759 | 0.024 | -0.0298 | No | ||
| 97 | PCDH17 | 7765 | 0.024 | -0.0260 | No | ||
| 98 | ENO1 | 7881 | 0.021 | -0.0283 | No | ||
| 99 | TIAL1 | 8087 | 0.018 | -0.0354 | No | ||
| 100 | HDAC3 | 8136 | 0.017 | -0.0340 | No | ||
| 101 | FAM49A | 8142 | 0.017 | -0.0302 | No | ||
| 102 | LUC7L | 8772 | 0.004 | -0.0604 | No | ||
| 103 | HSPA9 | 9001 | -0.001 | -0.0688 | No | ||
| 104 | SLC22A18 | 9025 | -0.002 | -0.0660 | No | ||
| 105 | SSH2 | 9221 | -0.005 | -0.0726 | No | ||
| 106 | ANKRD28 | 9223 | -0.006 | -0.0686 | No | ||
| 107 | SLC4A11 | 9241 | -0.006 | -0.0655 | No | ||
| 108 | G3BP1 | 9262 | -0.006 | -0.0625 | No | ||
| 109 | CPNE8 | 9389 | -0.009 | -0.0654 | No | ||
| 110 | RPS20 | 9483 | -0.010 | -0.0664 | No | ||
| 111 | GNGT2 | 9569 | -0.012 | -0.0670 | No | ||
| 112 | POLD4 | 9627 | -0.014 | -0.0660 | No | ||
| 113 | FGF9 | 9685 | -0.015 | -0.0651 | No | ||
| 114 | C9orf85 | 9726 | -0.016 | -0.0633 | No | ||
| 115 | PIM1 | 9751 | -0.016 | -0.0605 | No | ||
| 116 | PLEC | 9755 | -0.016 | -0.0567 | No | ||
| 117 | PPP2R5B | 9868 | -0.018 | -0.0587 | No | ||
| 118 | SYT2 | 10028 | -0.021 | -0.0633 | No | ||
| 119 | DCTN2 | 10042 | -0.021 | -0.0600 | No | ||
| 120 | HSPB8 | 10043 | -0.021 | -0.0560 | No | ||
| 121 | TINAGL1 | 10141 | -0.023 | -0.0572 | No | ||
| 122 | SERTAD1 | 10362 | -0.027 | -0.0652 | No | ||
| 123 | DTNA | 10405 | -0.028 | -0.0634 | No | ||
| 124 | LAMA3 | 10448 | -0.029 | -0.0617 | No | ||
| 125 | PLEKHH3 | 10456 | -0.029 | -0.0580 | No | ||
| 126 | SEPT4 | 10481 | -0.029 | -0.0553 | No | ||
| 127 | PSMD11 | 10501 | -0.030 | -0.0523 | No | ||
| 128 | VCL | 10548 | -0.031 | -0.0508 | No | ||
| 129 | ATP1B1 | 10675 | -0.034 | -0.0536 | No | ||
| 130 | BTK | 10686 | -0.034 | -0.0501 | No | ||
| 131 | AKIRIN2 | 10727 | -0.035 | -0.0482 | No | ||
| 132 | NECAB3 | 10750 | -0.035 | -0.0454 | No | ||
| 133 | BNIP3 | 10944 | -0.040 | -0.0519 | No | ||
| 134 | MDFI | 10987 | -0.041 | -0.0501 | No | ||
| 135 | PSMD2 | 11027 | -0.042 | -0.0482 | No | ||
| 136 | DPH1 | 11136 | -0.045 | -0.0500 | No | ||
| 137 | ABCA2 | 11582 | -0.055 | -0.0702 | No | ||
| 138 | SHC3 | 11648 | -0.057 | -0.0697 | No | ||
| 139 | IDS | 11714 | -0.059 | -0.0692 | No | ||
| 140 | SPATS2 | 11757 | -0.059 | -0.0675 | No | ||
| 141 | PEA15 | 11872 | -0.062 | -0.0696 | No | ||
| 142 | DTX2 | 11988 | -0.065 | -0.0719 | No | ||
| 143 | PLCD1 | 12102 | -0.067 | -0.0740 | No | ||
| 144 | GPSM3 | 12184 | -0.069 | -0.0744 | No | ||
| 145 | COL7A1 | 12273 | -0.071 | -0.0751 | No | ||
| 146 | SQSTM1 | 12290 | -0.072 | -0.0720 | No | ||
| 147 | FBRS | 12346 | -0.073 | -0.0709 | No | ||
| 148 | VAT1 | 12502 | -0.078 | -0.0753 | No | ||
| 149 | PPP1R9B | 12783 | -0.086 | -0.0865 | Yes | ||
| 150 | TLL1 | 12847 | -0.088 | -0.0859 | Yes | ||
| 151 | NEK6 | 12894 | -0.089 | -0.0844 | Yes | ||
| 152 | FAM184A | 12931 | -0.090 | -0.0823 | Yes | ||
| 153 | BAG2 | 12967 | -0.091 | -0.0802 | Yes | ||
| 154 | PSMD12 | 12990 | -0.092 | -0.0773 | Yes | ||
| 155 | PSMA3 | 12994 | -0.092 | -0.0735 | Yes | ||
| 156 | TRAF3 | 13055 | -0.094 | -0.0727 | Yes | ||
| 157 | PLBD2 | 13069 | -0.094 | -0.0694 | Yes | ||
| 158 | PSMD7 | 13091 | -0.095 | -0.0665 | Yes | ||
| 159 | EMP3 | 13098 | -0.095 | -0.0628 | Yes | ||
| 160 | CLIC1 | 13187 | -0.098 | -0.0635 | Yes | ||
| 161 | ABCD1 | 13198 | -0.098 | -0.0600 | Yes | ||
| 162 | EIF3J | 13216 | -0.099 | -0.0569 | Yes | ||
| 163 | TGFBR2 | 13355 | -0.104 | -0.0604 | Yes | ||
| 164 | ATP6V1C2 | 13390 | -0.105 | -0.0582 | Yes | ||
| 165 | SLC35E4 | 13405 | -0.105 | -0.0550 | Yes | ||
| 166 | SYNGR1 | 13419 | -0.106 | -0.0516 | Yes | ||
| 167 | MMRN2 | 13525 | -0.109 | -0.0533 | Yes | ||
| 168 | ROM1 | 13633 | -0.113 | -0.0551 | Yes | ||
| 169 | MAPK12 | 13645 | -0.113 | -0.0517 | Yes | ||
| 170 | WDR81 | 13688 | -0.115 | -0.0499 | Yes | ||
| 171 | CD3EAP | 13692 | -0.115 | -0.0461 | Yes | ||
| 172 | DUSP14 | 13853 | -0.121 | -0.0507 | Yes | ||
| 173 | ABHD4 | 14016 | -0.129 | -0.0555 | Yes | ||
| 174 | PTPRR | 14052 | -0.131 | -0.0534 | Yes | ||
| 175 | SNCB | 14122 | -0.135 | -0.0531 | Yes | ||
| 176 | ATXN7L2 | 14195 | -0.138 | -0.0530 | Yes | ||
| 177 | RAB3D | 14292 | -0.144 | -0.0542 | Yes | ||
| 178 | LENEP | 14345 | -0.147 | -0.0530 | Yes | ||
| 179 | KRT8 | 14365 | -0.147 | -0.0500 | Yes | ||
| 180 | SLC26A1 | 14479 | -0.152 | -0.0521 | Yes | ||
| 181 | ALDOA | 14686 | -0.163 | -0.0593 | Yes | ||
| 182 | RGS8 | 14724 | -0.165 | -0.0572 | Yes | ||
| 183 | ABCB6 | 14727 | -0.166 | -0.0533 | Yes | ||
| 184 | GSTP1 | 14761 | -0.168 | -0.0511 | Yes | ||
| 185 | TEX19 | 14963 | -0.182 | -0.0580 | Yes | ||
| 186 | C1orf220 | 14970 | -0.183 | -0.0543 | Yes | ||
| 187 | LMNA | 15041 | -0.189 | -0.0541 | Yes | ||
| 188 | DUSP13 | 15050 | -0.189 | -0.0505 | Yes | ||
| 189 | STRADB | 15221 | -0.202 | -0.0557 | Yes | ||
| 190 | TNXB | 15302 | -0.210 | -0.0560 | Yes | ||
| 191 | VASP | 15310 | -0.210 | -0.0523 | Yes | ||
| 192 | SLC11A1 | 15347 | -0.213 | -0.0503 | Yes | ||
| 193 | IGSF9 | 15377 | -0.216 | -0.0478 | Yes | ||
| 194 | ABI3 | 15403 | -0.219 | -0.0451 | Yes | ||
| 195 | MAPRE3 | 15501 | -0.228 | -0.0464 | Yes | ||
| 196 | C19orf33 | 15593 | -0.237 | -0.0473 | Yes | ||
| 197 | ADCK4 | 15607 | -0.239 | -0.0440 | Yes | ||
| 198 | DLX1 | 15633 | -0.241 | -0.0413 | Yes | ||
| 199 | FOSL1 | 15650 | -0.243 | -0.0381 | Yes | ||
| 200 | PTPRN | 15709 | -0.250 | -0.0373 | Yes | ||
| 201 | IRAK1 | 15778 | -0.260 | -0.0369 | Yes | ||
| 202 | ADRA1A | 15890 | -0.274 | -0.0389 | Yes | ||
| 203 | KCNA2 | 15907 | -0.276 | -0.0358 | Yes | ||
| 204 | ST18 | 15921 | -0.278 | -0.0324 | Yes | ||
| 205 | TAGLN2 | 15957 | -0.283 | -0.0303 | Yes | ||
| 206 | COL27A1 | 16004 | -0.289 | -0.0288 | Yes | ||
| 207 | UBXN10 | 16102 | -0.300 | -0.0300 | Yes | ||
| 208 | C9orf139 | 16164 | -0.311 | -0.0293 | Yes | ||
| 209 | CDKN1A | 16184 | -0.313 | -0.0263 | Yes | ||
| 210 | SNCG | 16208 | -0.319 | -0.0235 | Yes | ||
| 211 | DIRAS1 | 16284 | -0.331 | -0.0236 | Yes | ||
| 212 | ATP6V0D2 | 16336 | -0.340 | -0.0223 | Yes | ||
| 213 | RELL2 | 16401 | -0.355 | -0.0218 | Yes | ||
| 214 | TRPV3 | 16413 | -0.357 | -0.0183 | Yes | ||
| 215 | TCF7 | 16459 | -0.367 | -0.0168 | Yes | ||
| 216 | FAM46B | 16464 | -0.368 | -0.0129 | Yes | ||
| 217 | HSD3B7 | 16531 | -0.384 | -0.0125 | Yes | ||
| 218 | HS6ST2 | 16587 | -0.397 | -0.0115 | Yes | ||
| 219 | MRGPRF | 16592 | -0.398 | -0.0076 | Yes | ||
| 220 | RIN1 | 16625 | -0.405 | -0.0054 | Yes | ||
| 221 | SV2B | 16679 | -0.420 | -0.0042 | Yes | ||
| 222 | NPFFR1 | 16681 | -0.421 | -0.0002 | Yes | ||
| 223 | MYB | 16909 | -0.482 | -0.0085 | Yes | ||
| 224 | LRP1B | 16924 | -0.484 | -0.0053 | Yes | ||
| 225 | SLC22A18AS | 16926 | -0.485 | -0.0013 | Yes | ||
| 226 | ITGAX | 16941 | -0.488 | 0.0020 | Yes | ||
| 227 | AQP5 | 16958 | -0.493 | 0.0051 | Yes | ||
| 228 | P2RX6 | 16986 | -0.500 | 0.0077 | Yes | ||
| 229 | PHLDA2 | 17047 | -0.517 | 0.0085 | Yes | ||
| 230 | SNX10 | 17062 | -0.522 | 0.0117 | Yes | ||
| 231 | LY6D | 17073 | -0.525 | 0.0152 | Yes | ||
| 232 | SCEL | 17092 | -0.534 | 0.0183 | Yes | ||
| 233 | CHST4 | 17302 | -0.630 | 0.0109 | Yes | ||
| 234 | MMP7 | 17442 | -0.699 | 0.0074 | Yes | ||
| 235 | TUBB4A | 17492 | -0.731 | 0.0088 | Yes | ||
| 236 | TAC1 | 17541 | -0.761 | 0.0102 | Yes | ||
| 237 | CPA6 | 17609 | -0.813 | 0.0106 | Yes | ||
| 238 | PPP2R2C | 17639 | -0.838 | 0.0130 | Yes | ||
| 239 | CALB2 | 17650 | -0.846 | 0.0165 | Yes | ||
| 240 | PADI4 | 17677 | -0.866 | 0.0191 | Yes | ||
| 241 | RBP4 | 17745 | -0.915 | 0.0195 | Yes | ||
| 242 | OMG | 17750 | -0.923 | 0.0234 | Yes | ||
| 243 | EPHX4 | 17818 | -0.974 | 0.0237 | Yes | ||
| 244 | IL6 | 18034 | -1.168 | 0.0161 | Yes | ||
| 245 | SLURP1 | 18369 | -1.833 | 0.0019 | Yes | ||
| 246 | CSF3 | 18391 | -1.949 | 0.0048 | Yes | ||
| 247 | SFTPC | 18396 | -1.961 | 0.0086 | Yes | ||
| 248 | SERPINB5 | 18588 | -6.573 | 0.0023 | Yes |
