Marker Genes
Dataset: Novel Human Kidney Cell Subsets Identified by Mux-Seq
- tissue: Kidney
- ontology: Kidney
- genotype: -
- stage: Adult
- treatment condition: WT
- cell/nucleus: Cells
- pmid: 9000000002
- subset name: all
- total genes: 33694
- clustering: Seurat
- pseudotime: Monocle 2
- link: https://www.biorxiv.org/content/10.1101/2020.03.02.973925v1.full
Rows:267
| dataset id | cluster id | cluster name | cell type name | sample id | gene symbol | entrez geneid | species specific geneid |
avg log fc (?)
|
pct 1 | pct 2 | p value | padj |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 110 | 12 | PC 2 | all | FXYD4 | 53828 | 4028 | 1.72 | 0.81 | 0.21 | 0 | 0 | |
| 110 | 12 | PC 2 | all | STC1 | 6781 | 11373 | 1.56 | 0.59 | 0.13 | 0 | 0 | |
| 110 | 12 | PC 2 | all | HES1 | 3280 | 5192 | 1.36 | 0.79 | 0.43 | 0 | 0 | |
| 110 | 12 | PC 2 | all | NR0B2 | 8431 | 7961 | 1.33 | 0.42 | 0.07 | 0 | 0 | |
| 110 | 12 | PC 2 | all | TACSTD2 | 4070 | 11530 | 1.3 | 0.66 | 0.28 | 0 | 0 | |
| 110 | 12 | PC 2 | all | KRT19 | 3880 | 6436 | 1.21 | 0.69 | 0.25 | 0 | 0 | |
| 110 | 12 | PC 2 | all | GDF15 | 9518 | 30142 | 1.2 | 0.65 | 0.26 | 0 | 0 | |
| 110 | 12 | PC 2 | all | AQP3 | 360 | 636 | 1.16 | 0.59 | 0.16 | 0 | 0 | |
| 110 | 12 | PC 2 | all | FOS | 2353 | 3796 | 1.01 | 0.96 | 0.66 | 0 | 0 | |
| 110 | 12 | PC 2 | all | HSPA6 | 3310 | 5239 | 1 | 0.41 | 0.12 | 1.23E-294 | 4.13E-290 | |
| 110 | 12 | PC 2 | all | DNAJB1 | 3337 | 5270 | 0.97 | 0.78 | 0.41 | 0 | 0 | |
| 110 | 12 | PC 2 | all | DDIT3 | 1649 | 2726 | 0.96 | 0.41 | 0.17 | 2.83E-202 | 9.52E-198 | |
| 110 | 12 | PC 2 | all | HSPA1B | 3304 | 5233 | 0.94 | 0.91 | 0.63 | 0 | 0 | |
| 110 | 12 | PC 2 | all | BTG2 | 7832 | 1131 | 0.94 | 0.61 | 0.3 | 2.27E-265 | 7.66E-261 | |
| 110 | 12 | PC 2 | all | ATF3 | 467 | 785 | 0.93 | 0.62 | 0.3 | 1.15E-261 | 3.87E-257 | |
| 110 | 12 | PC 2 | all | ELF3 | 1999 | 3318 | 0.93 | 0.59 | 0.3 | 2.08E-229 | 7.0E-225 | |
| 110 | 12 | PC 2 | all | CA2 | 760 | 1373 | 0.88 | 0.51 | 0.22 | 1.69E-244 | 5.7E-240 | |
| 110 | 12 | PC 2 | all | GATA3 | 2625 | 4172 | 0.87 | 0.41 | 0.12 | 5.47E-290 | 1.84E-285 | |
| 110 | 12 | PC 2 | all | PHLDA2 | 7262 | 12385 | 0.83 | 0.27 | 0.08 | 2.48E-180 | 8.37E-176 | |
| 110 | 12 | PC 2 | all | LOC284454 | 284454 | NULL | 0.82 | 0.37 | 0.17 | 1.09E-148 | 3.68E-144 | |
| 110 | 12 | PC 2 | all | HSPB1 | 3315 | 5246 | 0.81 | 0.93 | 0.65 | 0 | 0 | |
| 110 | 12 | PC 2 | all | IER2 | 9592 | 28871 | 0.81 | 0.7 | 0.42 | 2.7E-214 | 9.09E-210 | |
| 110 | 12 | PC 2 | all | RALBP1 | 10928 | 9841 | 0.79 | 0.5 | 0.26 | 3.54E-169 | 1.19E-164 | |
| 110 | 12 | PC 2 | all | EGR1 | 1958 | 3238 | 0.79 | 0.83 | 0.51 | 4.66E-285 | 1.57E-280 | |
| 110 | 12 | PC 2 | all | BHLHE40 | 8553 | 1046 | 0.78 | 0.42 | 0.21 | 2.59E-134 | 8.73E-130 | |
| 110 | 12 | PC 2 | all | JUN | 3725 | 6204 | 0.78 | 0.89 | 0.59 | 0 | 0 | |
| 110 | 12 | PC 2 | all | HSD11B2 | 3291 | 5209 | 0.78 | 0.52 | 0.22 | 4.31E-225 | 1.45E-220 | |
| 110 | 12 | PC 2 | all | PTGR1 | 22949 | 18429 | 0.77 | 0.34 | 0.15 | 7.35E-136 | 2.48E-131 | |
| 110 | 12 | PC 2 | all | FOSB | 2354 | 3797 | 0.76 | 0.71 | 0.41 | 1.35E-233 | 4.55E-229 | |
| 110 | 12 | PC 2 | all | HSPH1 | 10808 | 16969 | 0.76 | 0.55 | 0.29 | 2.53E-172 | 8.54E-168 | |
| 110 | 12 | PC 2 | all | GADD45B | 4616 | 4096 | 0.75 | 0.61 | 0.37 | 1.99E-165 | 6.7E-161 | |
| 110 | 12 | PC 2 | all | CLDN4 | 1364 | 2046 | 0.75 | 0.46 | 0.23 | 1.12E-146 | 3.78E-142 | |
| 110 | 12 | PC 2 | all | ARL4D | 379 | 656 | 0.74 | 0.31 | 0.12 | 3.86E-143 | 1.3E-138 | |
| 110 | 12 | PC 2 | all | UBC | 7316 | 12468 | 0.74 | 0.82 | 0.56 | 3.99E-247 | 1.34E-242 | |
| 110 | 12 | PC 2 | all | HSPA1A | 3303 | 5232 | 0.74 | 0.88 | 0.59 | 3.67E-299 | 1.24E-294 | |
| 110 | 12 | PC 2 | all | SLC38A1 | 81539 | 13447 | 0.73 | 0.36 | 0.16 | 1.11E-142 | 3.75E-138 | |
| 110 | 12 | PC 2 | all | HMGCS2 | 3158 | 5008 | 0.73 | 0.29 | 0.09 | 5.44E-179 | 1.83E-174 | |
| 110 | 12 | PC 2 | all | MRPL33 | 9553 | 14487 | 0.73 | 0.7 | 0.48 | 7.69E-188 | 2.59E-183 | |
| 110 | 12 | PC 2 | all | CALB1 | 793 | 1434 | 0.72 | 0.38 | 0.14 | 2.51E-181 | 8.45E-177 | |
| 110 | 12 | PC 2 | all | SNHG9 | 735301 | 33102 | 0.72 | 0.48 | 0.29 | 6.12E-110 | 2.06E-105 | |
| 110 | 12 | PC 2 | all | CLDN7 | 1366 | 2049 | 0.71 | 0.41 | 0.21 | 6.45E-128 | 2.17E-123 | |
| 110 | 12 | PC 2 | all | MAL2 | 114569 | 13634 | 0.7 | 0.37 | 0.2 | 4.73E-102 | 1.59E-97 | |
| 110 | 12 | PC 2 | all | AQP2 | 359 | 634 | 0.7 | 0.51 | 0.17 | 1.47E-268 | 4.96E-264 | |
| 110 | 12 | PC 2 | all | CDC42 | 998 | 1736 | 0.68 | 0.63 | 0.47 | 2.26E-112 | 7.63E-108 | |
| 110 | 12 | PC 2 | all | HSP90AA1 | 3320 | 5253 | 0.67 | 0.95 | 0.77 | 0 | 0 | |
| 110 | 12 | PC 2 | all | DNAJB4 | 11080 | 14886 | 0.67 | 0.36 | 0.18 | 1.29E-100 | 4.34E-96 | |
| 110 | 12 | PC 2 | all | HNRNPH1 | 3187 | 5041 | 0.67 | 0.66 | 0.54 | 6.86E-87 | 2.31E-82 | |
| 110 | 12 | PC 2 | all | MECOM | 2122 | 3498 | 0.67 | 0.42 | 0.21 | 5.76E-128 | 1.94E-123 | |
| 110 | 12 | PC 2 | all | LGALS3 | 3958 | 6563 | 0.66 | 0.41 | 0.22 | 1.68E-104 | 5.64E-100 | |
| 110 | 12 | PC 2 | all | IER3 | 8870 | 5392 | 0.65 | 0.47 | 0.29 | 6.71E-87 | 2.26E-82 | |
| 110 | 12 | PC 2 | all | NDRG1 | 10397 | 7679 | 0.65 | 0.44 | 0.25 | 3.38E-108 | 1.14E-103 | |
| 110 | 12 | PC 2 | all | PIM3 | 415116 | 19310 | 0.65 | 0.27 | 0.13 | 9.64E-86 | 3.25E-81 | |
| 110 | 12 | PC 2 | all | WSB1 | 26118 | 19221 | 0.65 | 0.72 | 0.5 | 2.43E-166 | 8.18E-162 | |
| 110 | 12 | PC 2 | all | JUNB | 3726 | 6205 | 0.64 | 0.72 | 0.45 | 5.65E-186 | 1.9E-181 | |
| 110 | 12 | PC 2 | all | PNP | 4860 | 7892 | 0.64 | 0.27 | 0.11 | 4.62E-110 | 1.56E-105 | |
| 110 | 12 | PC 2 | all | ARL6IP1 | 23204 | 697 | 0.63 | 0.57 | 0.38 | 6.11E-120 | 2.06E-115 | |
| 110 | 12 | PC 2 | all | ATP1B1 | 481 | 804 | 0.63 | 0.9 | 0.73 | 1.0E-156 | 3.38E-152 | |
| 110 | 12 | PC 2 | all | EMX1 | 2016 | 3340 | 0.63 | 0.25 | 0.08 | 2.75E-167 | 9.25E-163 | |
| 110 | 12 | PC 2 | all | SOX4 | 6659 | 11200 | 0.63 | 0.58 | 0.38 | 2.72E-112 | 9.18E-108 | |
| 110 | 12 | PC 2 | all | RRAD | 6236 | 10446 | 0.63 | 0.26 | 0.12 | 1.1E-79 | 3.72E-75 | |
| 110 | 12 | PC 2 | all | CRYAB | 1410 | 2389 | 0.62 | 0.7 | 0.4 | 5.54E-188 | 1.87E-183 | |
| 110 | 12 | PC 2 | all | HSPE1 | 3336 | 5269 | 0.62 | 0.67 | 0.48 | 4.72E-139 | 1.59E-134 | |
| 110 | 12 | PC 2 | all | JUND | 3727 | 6206 | 0.62 | 0.74 | 0.55 | 3.48E-155 | 1.17E-150 | |
| 110 | 12 | PC 2 | all | TNFRSF12A | 51330 | 18152 | 0.61 | 0.36 | 0.2 | 7.76E-89 | 2.62E-84 | |
| 110 | 12 | PC 2 | all | NFKBIZ | 64332 | 29805 | 0.61 | 0.48 | 0.3 | 1.72E-91 | 5.79E-87 | |
| 110 | 12 | PC 2 | all | SERPINH1 | 871 | 1546 | 0.61 | 0.26 | 0.13 | 6.52E-73 | 2.2E-68 | |
| 110 | 12 | PC 2 | all | SMIM5 | 643008 | 40030 | 0.61 | 0.27 | 0.1 | 2.79E-122 | 9.41E-118 | |
| 110 | 12 | PC 2 | all | SOCS3 | 9021 | 19391 | 0.61 | 0.37 | 0.21 | 2.44E-81 | 8.22E-77 | |
| 110 | 12 | PC 2 | all | COBLL1 | 22837 | 23571 | 0.61 | 0.46 | 0.27 | 2.41E-102 | 8.14E-98 | |
| 110 | 12 | PC 2 | all | CAPG | 822 | 1474 | 0.61 | 0.37 | 0.21 | 6.2E-83 | 2.09E-78 | |
| 110 | 12 | PC 2 | all | EMX2 | 2018 | 3341 | 0.61 | 0.59 | 0.39 | 5.59E-113 | 1.88E-108 | |
| 110 | 12 | PC 2 | all | RAB11FIP1 | 80223 | 30265 | 0.6 | 0.26 | 0.13 | 3.9E-75 | 1.31E-70 | |
| 110 | 12 | PC 2 | all | DNAJA1 | 3301 | 5229 | 0.59 | 0.49 | 0.32 | 1.03E-83 | 3.48E-79 | |
| 110 | 12 | PC 2 | all | ZFP36 | 7538 | 12862 | 0.58 | 0.62 | 0.43 | 1.65E-109 | 5.56E-105 | |
| 110 | 12 | PC 2 | all | CAMK2N1 | 55450 | 24190 | 0.58 | 0.52 | 0.31 | 6.35E-112 | 2.14E-107 | |
| 110 | 12 | PC 2 | all | SRSF6 | 6431 | 10788 | 0.58 | 0.37 | 0.26 | 1.86E-49 | 6.27E-45 | |
| 110 | 12 | PC 2 | all | FAM107B | 83641 | 23726 | 0.58 | 0.41 | 0.25 | 4.55E-82 | 1.53E-77 | |
| 110 | 12 | PC 2 | all | UBB | 7314 | 12463 | 0.58 | 0.8 | 0.61 | 1.17E-155 | 3.93E-151 | |
| 110 | 12 | PC 2 | all | ASAH1 | 427 | 735 | 0.58 | 0.42 | 0.27 | 5.5E-74 | 1.85E-69 | |
| 110 | 12 | PC 2 | all | PPP1R15A | 23645 | 14375 | 0.57 | 0.4 | 0.23 | 1.41E-81 | 4.75E-77 | |
| 110 | 12 | PC 2 | all | AMFR | 267 | 463 | 0.57 | 0.34 | 0.23 | 3.7E-43 | 1.25E-38 | |
| 110 | 12 | PC 2 | all | S100A11 | 6282 | 10488 | 0.56 | 0.75 | 0.55 | 8.15E-138 | 2.75E-133 | |
| 110 | 12 | PC 2 | all | HSPA8 | 3312 | 5241 | 0.56 | 0.57 | 0.39 | 7.89E-94 | 2.66E-89 | |
| 110 | 12 | PC 2 | all | KLF6 | 1316 | 2235 | 0.56 | 0.71 | 0.52 | 2.41E-119 | 8.13E-115 | |
| 110 | 12 | PC 2 | all | LHX1 | 3975 | 6593 | 0.56 | 0.25 | 0.09 | 5.8E-120 | 1.95E-115 | |
| 110 | 12 | PC 2 | all | ITGA2 | 3673 | 6137 | 0.54 | 0.25 | 0.12 | 2.48E-69 | 8.35E-65 | |
| 110 | 12 | PC 2 | all | HSP90AB1 | 3326 | 5258 | 0.53 | 0.74 | 0.56 | 7.17E-134 | 2.41E-129 | |
| 110 | 12 | PC 2 | all | RASD1 | 51655 | 15828 | 0.53 | 0.39 | 0.23 | 7.92E-70 | 2.67E-65 | |
| 110 | 12 | PC 2 | all | SMIM22 | 440335 | 48329 | 0.52 | 0.28 | 0.13 | 5.01E-78 | 1.69E-73 | |
| 110 | 12 | PC 2 | all | SERTAD1 | 29950 | 17932 | 0.52 | 0.26 | 0.15 | 9.43E-48 | 3.18E-43 | |
| 110 | 12 | PC 2 | all | EPCAM | 4072 | 11529 | 0.52 | 0.5 | 0.34 | 1.38E-75 | 4.66E-71 | |
| 110 | 12 | PC 2 | all | GSTM3 | 2947 | 4635 | 0.52 | 0.35 | 0.2 | 7.9E-65 | 2.66E-60 | |
| 110 | 12 | PC 2 | all | WTAP | 9589 | 16846 | 0.51 | 0.34 | 0.25 | 1.98E-33 | 6.66E-29 | |
| 110 | 12 | PC 2 | all | NFE2L2 | 4780 | 7782 | 0.51 | 0.43 | 0.31 | 1.56E-49 | 5.25E-45 | |
| 110 | 12 | PC 2 | all | PPP1CB | 5500 | 9282 | 0.5 | 0.52 | 0.41 | 6.19E-54 | 2.09E-49 | |
| 110 | 12 | PC 2 | all | SDC4 | 6385 | 10661 | 0.5 | 0.45 | 0.33 | 4.61E-50 | 1.55E-45 | |
| 110 | 12 | PC 2 | all | TUBB4B | 10383 | 20771 | 0.5 | 0.33 | 0.22 | 1.09E-43 | 3.66E-39 | |
| 110 | 12 | PC 2 | all | CD9 | 928 | 1709 | 0.5 | 0.72 | 0.55 | 7.65E-118 | 2.58E-113 | |
| 110 | 12 | PC 2 | all | CDH1 | 999 | 1748 | 0.49 | 0.25 | 0.12 | 7.09E-64 | 2.39E-59 | |
| 110 | 12 | PC 2 | all | NR4A1 | 3164 | 7980 | 0.49 | 0.35 | 0.22 | 4.04E-51 | 1.36E-46 | |
| 110 | 12 | PC 2 | all | SCIN | 85477 | 21695 | 0.49 | 0.38 | 0.24 | 2.42E-55 | 8.16E-51 | |
| 110 | 12 | PC 2 | all | CTSH | 1512 | 2535 | 0.49 | 0.3 | 0.17 | 1.65E-59 | 5.57E-55 | |
| 110 | 12 | PC 2 | all | EZR | 7430 | 12691 | 0.49 | 0.48 | 0.33 | 2.98E-64 | 1.0E-59 | |
| 110 | 12 | PC 2 | all | HACD3 | 51495 | 24175 | 0.48 | 0.34 | 0.23 | 2.64E-42 | 8.9E-38 | |
| 110 | 12 | PC 2 | all | ZFP36L1 | 677 | 1107 | 0.48 | 0.67 | 0.53 | 6.14E-79 | 2.07E-74 | |
| 110 | 12 | PC 2 | all | PTBP3 | 9991 | 10253 | 0.48 | 0.31 | 0.2 | 1.67E-42 | 5.63E-38 | |
| 110 | 12 | PC 2 | all | DUSP6 | 1848 | 3072 | 0.48 | 0.32 | 0.19 | 1.07E-55 | 3.6E-51 | |
| 110 | 12 | PC 2 | all | PDE4D | 5144 | 8783 | 0.48 | 0.26 | 0.14 | 2.14E-58 | 7.21E-54 | |
| 110 | 12 | PC 2 | all | ACTG1 | 71 | 144 | 0.48 | 0.79 | 0.63 | 1.22E-114 | 4.12E-110 | |
| 110 | 12 | PC 2 | all | FOXP1 | 27086 | 3823 | 0.47 | 0.32 | 0.23 | 2.51E-32 | 8.45E-28 | |
| 110 | 12 | PC 2 | all | KRT18 | 3875 | 6430 | 0.47 | 0.5 | 0.33 | 5.7E-75 | 1.92E-70 | |
| 110 | 12 | PC 2 | all | CDK2AP2 | 10263 | 30833 | 0.47 | 0.28 | 0.18 | 1.03E-39 | 3.47E-35 | |
| 110 | 12 | PC 2 | all | ACTB | 60 | 132 | 0.47 | 0.93 | 0.8 | 4.3E-188 | 1.45E-183 | |
| 110 | 12 | PC 2 | all | TRA2A | 29896 | 16645 | 0.47 | 0.41 | 0.3 | 9.31E-39 | 3.14E-34 | |
| 110 | 12 | PC 2 | all | RTN4 | 57142 | 14085 | 0.47 | 0.64 | 0.5 | 1.44E-84 | 4.87E-80 | |
| 110 | 12 | PC 2 | all | CREM | 1390 | 2352 | 0.46 | 0.26 | 0.15 | 5.75E-46 | 1.94E-41 | |
| 110 | 12 | PC 2 | all | SQSTM1 | 8878 | 11280 | 0.46 | 0.42 | 0.31 | 3.59E-42 | 1.21E-37 | |
| 110 | 12 | PC 2 | all | DUSP1 | 1843 | 3064 | 0.45 | 0.73 | 0.55 | 3.19E-102 | 1.08E-97 | |
| 110 | 12 | PC 2 | all | TSPAN1 | 10103 | 20657 | 0.45 | 0.39 | 0.26 | 5.31E-49 | 1.79E-44 | |
| 110 | 12 | PC 2 | all | CLK1 | 1195 | 2068 | 0.45 | 0.37 | 0.27 | 5.58E-35 | 1.88E-30 | |
| 110 | 12 | PC 2 | all | YWHAZ | 7534 | 12855 | 0.45 | 0.54 | 0.42 | 2.0E-61 | 6.75E-57 | |
| 110 | 12 | PC 2 | all | CLDN3 | 1365 | 2045 | 0.45 | 0.27 | 0.17 | 1.25E-33 | 4.22E-29 | |
| 110 | 12 | PC 2 | all | PPDPF | 79144 | 16142 | 0.45 | 0.74 | 0.59 | 1.37E-100 | 4.61E-96 | |
| 110 | 12 | PC 2 | all | B4GALT1 | 2683 | 924 | 0.45 | 0.27 | 0.18 | 2.72E-28 | 9.17E-24 | |
| 110 | 12 | PC 2 | all | PABPC1 | 26986 | 8554 | 0.44 | 0.61 | 0.49 | 2.17E-66 | 7.31E-62 | |
| 110 | 12 | PC 2 | all | EFCAB14 | 9813 | 29051 | 0.44 | 0.29 | 0.2 | 5.72E-36 | 1.93E-31 | |
| 110 | 12 | PC 2 | all | BEX2 | 84707 | 30933 | 0.44 | 0.34 | 0.24 | 2.57E-38 | 8.66E-34 | |
| 110 | 12 | PC 2 | all | TCEAL9 | 51186 | 30084 | 0.44 | 0.6 | 0.46 | 2.15E-74 | 7.26E-70 | |
| 110 | 12 | PC 2 | all | BAG1 | 573 | 937 | 0.44 | 0.28 | 0.19 | 5.52E-33 | 1.86E-28 | |
| 110 | 12 | PC 2 | all | PLS3 | 5358 | 9091 | 0.44 | 0.26 | 0.18 | 1.77E-28 | 5.97E-24 | |
| 110 | 12 | PC 2 | all | GLS | 2744 | 4331 | 0.43 | 0.43 | 0.32 | 6.93E-42 | 2.34E-37 | |
| 110 | 12 | PC 2 | all | C4orf48 | 401115 | 34437 | 0.43 | 0.33 | 0.22 | 6.72E-40 | 2.26E-35 | |
| 110 | 12 | PC 2 | all | LMNA | 4000 | 6636 | 0.43 | 0.38 | 0.27 | 8.86E-40 | 2.99E-35 | |
| 110 | 12 | PC 2 | all | DEFB1 | 1672 | 2766 | 0.43 | 0.85 | 0.59 | 1.18E-150 | 3.97E-146 | |
| 110 | 12 | PC 2 | all | PIGR | 5284 | 8968 | 0.43 | 0.41 | 0.26 | 1.62E-57 | 5.46E-53 | |
| 110 | 12 | PC 2 | all | PTP4A1 | 7803 | 9634 | 0.43 | 0.3 | 0.2 | 4.32E-39 | 1.46E-34 | |
| 110 | 12 | PC 2 | all | SELENOK | 58515 | 30394 | 0.42 | 0.4 | 0.32 | 6.51E-32 | 2.19E-27 | |
| 110 | 12 | PC 2 | all | TPM4 | 7171 | 12013 | 0.41 | 0.3 | 0.19 | 2.02E-40 | 6.8E-36 | |
| 110 | 12 | PC 2 | all | MGST3 | 4259 | 7064 | 0.41 | 0.47 | 0.38 | 2.03E-37 | 6.84E-33 | |
| 110 | 12 | PC 2 | all | TES | 26136 | 14620 | 0.41 | 0.27 | 0.17 | 4.61E-35 | 1.55E-30 | |
| 110 | 12 | PC 2 | all | TSTD1 | 100131187 | 35410 | 0.41 | 0.41 | 0.31 | 5.74E-39 | 1.93E-34 | |
| 110 | 12 | PC 2 | all | FOSL2 | 2355 | 3798 | 0.41 | 0.41 | 0.29 | 4.63E-41 | 1.56E-36 | |
| 110 | 12 | PC 2 | all | ATP1B3 | 483 | 806 | 0.41 | 0.33 | 0.23 | 9.88E-32 | 3.33E-27 | |
| 110 | 12 | PC 2 | all | COX6A1 | 1337 | 2277 | 0.4 | 0.66 | 0.53 | 1.6E-70 | 5.4E-66 | |
| 110 | 12 | PC 2 | all | ATP5IF1 | 93974 | 871 | 0.4 | 0.6 | 0.5 | 4.36E-57 | 1.47E-52 | |
| 110 | 12 | PC 2 | all | CDKN1A | 1026 | 1784 | 0.4 | 0.25 | 0.17 | 1.51E-24 | 5.09E-20 | |
| 110 | 12 | PC 2 | all | S100A6 | 6277 | 10496 | 0.4 | 0.95 | 0.81 | 7.42E-181 | 2.5E-176 | |
| 110 | 12 | PC 2 | all | ATP6V1F | 9296 | 16832 | 0.39 | 0.44 | 0.34 | 8.67E-37 | 2.92E-32 | |
| 110 | 12 | PC 2 | all | S100A2 | 6273 | 10492 | 0.39 | 0.61 | 0.35 | 2.65E-127 | 8.93E-123 | |
| 110 | 12 | PC 2 | all | ZFP36L2 | 678 | 1108 | 0.39 | 0.47 | 0.35 | 1.76E-42 | 5.93E-38 | |
| 110 | 12 | PC 2 | all | HSPD1 | 3329 | 5261 | 0.38 | 0.41 | 0.32 | 1.13E-30 | 3.8E-26 | |
| 110 | 12 | PC 2 | all | SAT1 | 6303 | 10540 | 0.38 | 0.85 | 0.67 | 5.45E-117 | 1.84E-112 | |
| 110 | 12 | PC 2 | all | IFRD1 | 3475 | 5456 | 0.38 | 0.26 | 0.19 | 2.07E-20 | 6.99E-16 | |
| 110 | 12 | PC 2 | all | TOB1 | 10140 | 11979 | 0.38 | 0.31 | 0.24 | 8.24E-22 | 2.78E-17 | |
| 110 | 12 | PC 2 | all | COX20 | 116228 | 26970 | 0.38 | 0.46 | 0.35 | 3.69E-39 | 1.24E-34 | |
| 110 | 12 | PC 2 | all | ID3 | 3399 | 5362 | 0.38 | 0.25 | 0.16 | 2.88E-27 | 9.71E-23 | |
| 110 | 12 | PC 2 | all | RPS4Y1 | 6192 | 10425 | 0.38 | 0.29 | 0.19 | 7.02E-29 | 2.36E-24 | |
| 110 | 12 | PC 2 | all | BEX3 | 27018 | 13388 | 0.38 | 0.65 | 0.53 | 6.98E-60 | 2.35E-55 | |
| 110 | 12 | PC 2 | all | ADI1 | 55256 | 30576 | 0.37 | 0.35 | 0.28 | 3.21E-21 | 1.08E-16 | |
| 110 | 12 | PC 2 | all | ARF6 | 382 | 659 | 0.37 | 0.4 | 0.32 | 5.0E-28 | 1.68E-23 | |
| 110 | 12 | PC 2 | all | HEBP2 | 23593 | 15716 | 0.37 | 0.29 | 0.22 | 2.61E-21 | 8.81E-17 | |
| 110 | 12 | PC 2 | all | PTP4A2 | 8073 | 9635 | 0.37 | 0.36 | 0.27 | 9.59E-30 | 3.23E-25 | |
| 110 | 12 | PC 2 | all | C12orf75 | 387882 | 35164 | 0.37 | 0.43 | 0.31 | 1.92E-39 | 6.48E-35 | |
| 110 | 12 | PC 2 | all | THUMPD3-AS1 | 440944 | 44478 | 0.37 | 0.25 | 0.18 | 1.25E-18 | 4.22E-14 | |
| 110 | 12 | PC 2 | all | NEAT1 | 283131 | 30815 | 0.37 | 0.96 | 0.89 | 5.04E-141 | 1.7E-136 | |
| 110 | 12 | PC 2 | all | RBMX | 27316 | 9910 | 0.36 | 0.41 | 0.34 | 2.02E-26 | 6.82E-22 | |
| 110 | 12 | PC 2 | all | TMSB4X | 7114 | 11881 | 0.36 | 0.95 | 0.8 | 1.79E-156 | 6.02E-152 | |
| 110 | 12 | PC 2 | all | CA12 | 771 | 1371 | 0.36 | 0.47 | 0.31 | 5.28E-56 | 1.78E-51 | |
| 110 | 12 | PC 2 | all | MIF | 4282 | 7097 | 0.36 | 0.6 | 0.49 | 7.41E-48 | 2.5E-43 | |
| 110 | 12 | PC 2 | all | CDC42SE1 | 56882 | 17719 | 0.36 | 0.28 | 0.21 | 1.64E-20 | 5.52E-16 | |
| 110 | 12 | PC 2 | all | DNAJB6 | 10049 | 14888 | 0.35 | 0.31 | 0.26 | 1.62E-15 | 5.46E-11 | |
| 110 | 12 | PC 2 | all | TUBA1B | 10376 | 18809 | 0.35 | 0.34 | 0.27 | 8.86E-23 | 2.98E-18 | |
| 110 | 12 | PC 2 | all | ARF4 | 378 | 655 | 0.35 | 0.33 | 0.26 | 2.32E-24 | 7.82E-20 | |
| 110 | 12 | PC 2 | all | MAL | 4118 | 6817 | 0.35 | 0.46 | 0.33 | 1.65E-43 | 5.57E-39 | |
| 110 | 12 | PC 2 | all | C1orf56 | 54964 | 26045 | 0.35 | 0.27 | 0.19 | 6.69E-24 | 2.26E-19 | |
| 110 | 12 | PC 2 | all | SNRPN | 6638 | 11164 | 0.35 | 0.27 | 0.21 | 8.88E-18 | 2.99E-13 | |
| 110 | 12 | PC 2 | all | KRT8 | 3856 | 6446 | 0.35 | 0.35 | 0.26 | 3.45E-26 | 1.16E-21 | |
| 110 | 12 | PC 2 | all | ATP6V0B | 533 | 861 | 0.35 | 0.48 | 0.39 | 1.92E-34 | 6.48E-30 | |
| 110 | 12 | PC 2 | all | SPINT2 | 10653 | 11247 | 0.34 | 0.43 | 0.36 | 1.1E-25 | 3.71E-21 | |
| 110 | 12 | PC 2 | all | YWHAE | 7531 | 12851 | 0.34 | 0.6 | 0.52 | 1.21E-35 | 4.06E-31 | |
| 110 | 12 | PC 2 | all | MICOS10 | 440574 | 32068 | 0.34 | 0.54 | 0.46 | 1.54E-34 | 5.2E-30 | |
| 110 | 12 | PC 2 | all | COA3 | 28958 | 24990 | 0.34 | 0.41 | 0.34 | 9.35E-26 | 3.15E-21 | |
| 110 | 12 | PC 2 | all | PRMT2 | 3275 | 5186 | 0.34 | 0.37 | 0.28 | 2.51E-25 | 8.46E-21 | |
| 110 | 12 | PC 2 | all | HIST1H4C | 8364 | 4787 | 0.33 | 0.54 | 0.44 | 5.39E-36 | 1.82E-31 | |
| 110 | 12 | PC 2 | all | SVIP | 258010 | 25238 | 0.33 | 0.39 | 0.32 | 4.14E-24 | 1.4E-19 | |
| 110 | 12 | PC 2 | all | YWHAH | 7533 | 12853 | 0.33 | 0.39 | 0.3 | 2.29E-26 | 7.71E-22 | |
| 110 | 12 | PC 2 | all | CD63 | 967 | 1692 | 0.33 | 0.66 | 0.54 | 1.83E-47 | 6.15E-43 | |
| 110 | 12 | PC 2 | all | NR2F2 | 7026 | 7976 | 0.33 | 0.31 | 0.26 | 3.22E-14 | 1.08E-9 | |
| 110 | 12 | PC 2 | all | COX8A | 1351 | 2294 | 0.33 | 0.58 | 0.5 | 9.53E-35 | 3.21E-30 | |
| 110 | 12 | PC 2 | all | DHRS7 | 51635 | 21524 | 0.33 | 0.25 | 0.2 | 1.61E-13 | 5.43E-9 | |
| 110 | 12 | PC 2 | all | CXXC5 | 51523 | 26943 | 0.33 | 0.26 | 0.2 | 1.1E-16 | 3.7E-12 | |
| 110 | 12 | PC 2 | all | NDUFB2 | 4708 | 7697 | 0.32 | 0.67 | 0.58 | 6.81E-47 | 2.29E-42 | |
| 110 | 12 | PC 2 | all | CYB5A | 1528 | 2570 | 0.32 | 0.47 | 0.4 | 2.04E-22 | 6.87E-18 | |
| 110 | 12 | PC 2 | all | CLU | 1191 | 2095 | 0.32 | 0.8 | 0.49 | 7.86E-185 | 2.65E-180 | |
| 110 | 12 | PC 2 | all | CYSTM1 | 84418 | 30239 | 0.32 | 0.49 | 0.4 | 3.92E-29 | 1.32E-24 | |
| 110 | 12 | PC 2 | all | RBPMS | 11030 | 19097 | 0.32 | 0.27 | 0.21 | 3.89E-14 | 1.31E-9 | |
| 110 | 12 | PC 2 | all | NFAT5 | 10725 | 7774 | 0.32 | 0.28 | 0.23 | 5.79E-15 | 1.95E-10 | |
| 110 | 12 | PC 2 | all | HSPA5 | 3309 | 5238 | 0.32 | 0.37 | 0.3 | 4.1E-18 | 1.38E-13 | |
| 110 | 12 | PC 2 | all | GSTP1 | 2950 | 4638 | 0.32 | 0.68 | 0.57 | 5.89E-49 | 1.98E-44 | |
| 110 | 12 | PC 2 | all | SLC38A2 | 54407 | 13448 | 0.31 | 0.3 | 0.25 | 2.26E-14 | 7.61E-10 | |
| 110 | 12 | PC 2 | all | BEX4 | 56271 | 25475 | 0.31 | 0.28 | 0.23 | 5.38E-12 | 1.81E-7 | |
| 110 | 12 | PC 2 | all | CCNL1 | 57018 | 20569 | 0.31 | 0.39 | 0.33 | 7.58E-17 | 2.55E-12 | |
| 110 | 12 | PC 2 | all | TSC22D1 | 8848 | 16826 | 0.31 | 0.5 | 0.4 | 1.16E-33 | 3.89E-29 | |
| 110 | 12 | PC 2 | all | SET | 6418 | 10760 | 0.31 | 0.48 | 0.43 | 3.79E-20 | 1.28E-15 | |
| 110 | 12 | PC 2 | all | RBM47 | 54502 | 30358 | 0.3 | 0.31 | 0.25 | 7.11E-16 | 2.4E-11 | |
| 110 | 12 | PC 2 | all | OST4 | 100128731 | 32483 | 0.3 | 0.52 | 0.46 | 1.17E-23 | 3.95E-19 | |
| 110 | 12 | PC 2 | all | CSTB | 1476 | 2482 | 0.3 | 0.42 | 0.35 | 6.56E-22 | 2.21E-17 | |
| 110 | 12 | PC 2 | all | TMCO1 | 54499 | 18188 | 0.3 | 0.41 | 0.36 | 9.3E-18 | 3.13E-13 | |
| 110 | 12 | PC 2 | all | LRRFIP1 | 9208 | 6702 | 0.3 | 0.35 | 0.31 | 3.62E-13 | 1.22E-8 | |
| 110 | 12 | PC 2 | all | SERP1 | 27230 | 10759 | 0.3 | 0.35 | 0.29 | 4.56E-16 | 1.54E-11 | |
| 110 | 12 | PC 2 | all | GOLIM4 | 27333 | 15448 | 0.29 | 0.25 | 0.19 | 7.88E-17 | 2.66E-12 | |
| 110 | 12 | PC 2 | all | PABPN1 | 8106 | 8565 | 0.29 | 0.34 | 0.28 | 9.3E-17 | 3.13E-12 | |
| 110 | 12 | PC 2 | all | ID2 | 3398 | 5361 | 0.29 | 0.35 | 0.3 | 2.96E-12 | 9.98E-8 | |
| 110 | 12 | PC 2 | all | MIR4458HG | 100505738 | 49008 | 0.29 | 0.31 | 0.25 | 1.07E-15 | 3.61E-11 | |
| 110 | 12 | PC 2 | all | EIF5 | 1983 | 3299 | 0.29 | 0.3 | 0.26 | 5.35E-10 | 1.8E-5 | |
| 110 | 12 | PC 2 | all | SNHG8 | 100093630 | 33098 | 0.29 | 0.35 | 0.3 | 3.81E-13 | 1.28E-8 | |
| 110 | 12 | PC 2 | all | ARHGAP29 | 9411 | 30207 | 0.29 | 0.3 | 0.26 | 1.23E-11 | 4.13E-7 | |
| 110 | 12 | PC 2 | all | MIR570HG | 440993 | 53743 | 0.29 | 0.26 | 0.22 | 1.7E-11 | 5.72E-7 | |
| 110 | 12 | PC 2 | all | CAMTA1 | 23261 | 18806 | 0.29 | 0.35 | 0.31 | 2.39E-12 | 8.06E-8 | |
| 110 | 12 | PC 2 | all | SUMO1 | 7341 | 12502 | 0.29 | 0.35 | 0.31 | 1.22E-10 | 4.1E-6 | |
| 110 | 12 | PC 2 | all | COX6C | 1345 | 2285 | 0.29 | 0.67 | 0.6 | 6.1E-40 | 2.06E-35 | |
| 110 | 12 | PC 2 | all | H3F3B | 3021 | 4765 | 0.29 | 0.76 | 0.65 | 1.0E-51 | 3.38E-47 | |
| 110 | 12 | PC 2 | all | TMED2 | 10959 | 16996 | 0.29 | 0.36 | 0.31 | 3.29E-14 | 1.11E-9 | |
| 110 | 12 | PC 2 | all | MAP1LC3B | 81631 | 13352 | 0.28 | 0.25 | 0.22 | 2.61E-8 | 0.000880906467915 | |
| 110 | 12 | PC 2 | all | HMGN2 | 3151 | 4986 | 0.28 | 0.44 | 0.39 | 4.01E-19 | 1.35E-14 | |
| 110 | 12 | PC 2 | all | BRD2 | 6046 | 1103 | 0.28 | 0.31 | 0.26 | 9.72E-13 | 3.27E-8 | |
| 110 | 12 | PC 2 | all | UQCR11 | 10975 | 30862 | 0.28 | 0.66 | 0.58 | 1.8E-34 | 6.08E-30 | |
| 110 | 12 | PC 2 | all | SRSF9 | 8683 | 10791 | 0.28 | 0.29 | 0.26 | 7.42E-10 | 2.5E-5 | |
| 110 | 12 | PC 2 | all | RBX1 | 9978 | 9928 | 0.28 | 0.43 | 0.38 | 1.01E-17 | 3.42E-13 | |
| 110 | 12 | PC 2 | all | RHOA | 387 | 667 | 0.28 | 0.44 | 0.39 | 1.41E-15 | 4.73E-11 | |
| 110 | 12 | PC 2 | all | HIGD2A | 192286 | 28311 | 0.28 | 0.26 | 0.23 | 1.04E-6 | 0.03 | |
| 110 | 12 | PC 2 | all | TMBIM4 | 51643 | 24257 | 0.28 | 0.34 | 0.3 | 9.31E-12 | 3.14E-7 | |
| 110 | 12 | PC 2 | all | NCL | 4691 | 7667 | 0.28 | 0.49 | 0.43 | 6.58E-23 | 2.22E-18 | |
| 110 | 12 | PC 2 | all | PTGES3 | 10728 | 16049 | 0.27 | 0.42 | 0.37 | 3.18E-15 | 1.07E-10 | |
| 110 | 12 | PC 2 | all | PRKAR1A | 5573 | 9388 | 0.27 | 0.35 | 0.32 | 1.53E-9 | 5.16E-5 | |
| 110 | 12 | PC 2 | all | CFL1 | 1072 | 1874 | 0.27 | 0.54 | 0.46 | 5.12E-28 | 1.72E-23 | |
| 110 | 12 | PC 2 | all | SRSF3 | 6428 | 10785 | 0.27 | 0.42 | 0.38 | 2.77E-14 | 9.32E-10 | |
| 110 | 12 | PC 2 | all | HNRNPA0 | 10949 | 5030 | 0.27 | 0.27 | 0.23 | 2.94E-9 | 9.91E-5 | |
| 110 | 12 | PC 2 | all | DYNLL1 | 8655 | 15476 | 0.26 | 0.58 | 0.51 | 1.18E-24 | 3.97E-20 | |
| 110 | 12 | PC 2 | all | NDUFA5 | 4698 | 7688 | 0.26 | 0.36 | 0.32 | 9.8E-11 | 3.3E-6 | |
| 110 | 12 | PC 2 | all | SRSF2 | 6427 | 10783 | 0.26 | 0.33 | 0.3 | 1.91E-8 | 0.000642050114624 | |
| 110 | 12 | PC 2 | all | HNRNPM | 4670 | 5046 | 0.26 | 0.36 | 0.32 | 1.09E-12 | 3.68E-8 | |
| 110 | 12 | PC 2 | all | BEX5 | 340542 | 27990 | 0.26 | 0.27 | 0.2 | 3.05E-19 | 1.03E-14 | |
| 110 | 12 | PC 2 | all | CDH16 | 1014 | 1755 | 0.26 | 0.48 | 0.36 | 2.56E-31 | 8.62E-27 | |
| 110 | 12 | PC 2 | all | UQCRQ | 27089 | 29594 | 0.26 | 0.73 | 0.63 | 1.77E-42 | 5.96E-38 | |
| 110 | 12 | PC 2 | all | CIB1 | 10519 | 16920 | 0.26 | 0.3 | 0.26 | 1.13E-8 | 0.000381830826889 | |
| 110 | 12 | PC 2 | all | CRYZ | 1429 | 2419 | 0.26 | 0.27 | 0.23 | 7.14E-9 | 0.000240656011063 | |
| 110 | 12 | PC 2 | all | RSRC2 | 65117 | 30559 | 0.26 | 0.34 | 0.31 | 1.05E-8 | 0.000355442694081 | |
| 110 | 12 | PC 2 | all | CD164 | 8763 | 1632 | 0.26 | 0.37 | 0.34 | 1.4E-10 | 4.73E-6 | |
| 110 | 12 | PC 2 | all | PRDX1 | 5052 | 9352 | 0.26 | 0.5 | 0.44 | 3.58E-19 | 1.21E-14 | |
| 110 | 12 | PC 2 | all | RBM39 | 9584 | 15923 | 0.26 | 0.43 | 0.4 | 8.96E-13 | 3.02E-8 | |
| 110 | 12 | PC 2 | all | SERF2 | 10169 | 10757 | 0.25 | 0.82 | 0.72 | 8.25E-43 | 2.78E-38 | |
| 110 | 12 | PC 2 | all | SKP1 | 6500 | 10899 | 0.25 | 0.67 | 0.58 | 4.73E-31 | 1.59E-26 | |
| 110 | 12 | PC 2 | all | TCEAL8 | 90843 | 28683 | 0.25 | 0.31 | 0.27 | 2.39E-9 | 8.07E-5 | |
| 110 | 12 | PC 2 | all | H3F3A | 3020 | 4764 | 0.25 | 0.76 | 0.67 | 1.55E-39 | 5.23E-35 | |
| 110 | 12 | PC 2 | all | HMGN1 | 3150 | 4984 | 0.25 | 0.47 | 0.42 | 1.17E-14 | 3.94E-10 | |
| 110 | 12 | PC 2 | all | SYPL1 | 6856 | 11507 | 0.25 | 0.32 | 0.28 | 3.03E-9 | 0.000102057965674 | |
| 110 | 12 | PC 2 | all | CBX3 | 11335 | 1553 | 0.25 | 0.42 | 0.37 | 6.16E-14 | 2.08E-9 | |
| 110 | 12 | PC 2 | all | NDUFC2 | 4718 | 7706 | 0.25 | 0.39 | 0.36 | 7.48E-11 | 2.52E-6 | |
| 110 | 12 | PC 2 | all | PRDX5 | 25824 | 9355 | 0.25 | 0.44 | 0.39 | 1.3E-14 | 4.37E-10 | |
| 110 | 12 | PC 2 | all | RSRP1 | 57035 | 25234 | 0.25 | 0.28 | 0.24 | 5.57E-8 | 0.001875714031466 | |
| 110 | 12 | PC 2 | all | ARPP19 | 10776 | 16967 | 0.25 | 0.33 | 0.29 | 1.64E-8 | 0.0005511352933 | |
| 110 | 12 | PC 2 | all | LAMTOR5 | 10542 | 17955 | 0.25 | 0.49 | 0.43 | 9.69E-19 | 3.27E-14 | |
| 110 | 12 | PC 2 | all | AIF1L | 83543 | 28904 | 0.25 | 0.31 | 0.27 | 1.06E-9 | 3.57E-5 | |
| 110 | 12 | PC 2 | all | SELENOH | 280636 | 18251 | 0.25 | 0.29 | 0.27 | 1.26E-7 | 0.004247518444771 | |
| 110 | 12 | PC 2 | all | ID1 | 3397 | 5360 | 0.25 | 0.25 | 0.19 | 1.98E-15 | 6.68E-11 | |
| 110 | 12 | PC 2 | all | STMN1 | 3925 | 6510 | 0.25 | 0.25 | 0.23 | 2.43E-5 | 0.82 |