Marker Genes
Dataset: Single-Cell Transcriptomics of a Human Kidney Allograft Biopsy Specimen Defines a Diverse Inflammatory Response
- tissue: Kidney epithelium
- ontology: Kidney epithelium
- genotype: WT
- stage: Adult
- treatment condition: Healthy
- cell/nucleus: Nuclei
- pmid: 29980650
- subset name: Combined-Epithelia
- total genes: Not reported
- clustering: Seurat
- pseudotime: Monocle
- link: https://www.ncbi.nlm.nih.gov/geo/query/acc.cgi?acc=GSE114156
Rows:209
| 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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 36 | 3 | CD | Collecting duct | Combined-Epithelia | AQP2 | 359 | 634 | 3.66 | 0.78 | 0.01 | 1.61E-284 | 3.29E-280 |
| 36 | 3 | CD | Collecting duct | Combined-Epithelia | AQP3 | 360 | 636 | 2.55 | 0.64 | 0.01 | 9.42E-198 | 1.93E-193 |
| 36 | 3 | CD | Collecting duct | Combined-Epithelia | HSD11B2 | 3291 | 5209 | 2.06 | 0.56 | 0.01 | 6.46E-158 | 1.32E-153 |
| 36 | 3 | CD | Collecting duct | Combined-Epithelia | MECOM | 2122 | 3498 | 1.9 | 0.86 | 0.18 | 3.59E-156 | 7.35E-152 |
| 36 | 3 | CD | Collecting duct | Combined-Epithelia | PWRN1 | 791114 | 33235 | 1.8 | 0.45 | 0.01 | 8.72E-131 | 1.79E-126 |
| 36 | 3 | CD | Collecting duct | Combined-Epithelia | GATA3 | 2625 | 4172 | 1.77 | 0.55 | 0.02 | 2.35E-129 | 4.8E-125 |
| 36 | 3 | CD | Collecting duct | Combined-Epithelia | CADPS2 | 93664 | 16018 | 1.72 | 0.62 | 0.09 | 3.92E-111 | 8.03E-107 |
| 36 | 3 | CD | Collecting duct | Combined-Epithelia | AC019197.1 | NULL | 1.62 | 0.5 | 0.06 | 4.82E-82 | 9.87E-78 | |
| 36 | 3 | CD | Collecting duct | Combined-Epithelia | ATP1B1 | 481 | 804 | 1.55 | 0.78 | 0.25 | 6.4E-98 | 1.31E-93 |
| 36 | 3 | CD | Collecting duct | Combined-Epithelia | NDRG1 | 10397 | 7679 | 1.52 | 0.56 | 0.1 | 3.15E-82 | 6.45E-78 |
| 36 | 3 | CD | Collecting duct | Combined-Epithelia | PAPPA | 5069 | 8602 | 1.51 | 0.48 | 0.06 | 2.75E-79 | 5.62E-75 |
| 36 | 3 | CD | Collecting duct | Combined-Epithelia | FXYD4 | 53828 | 4028 | 1.47 | 0.32 | 0.003 | 1.38E-101 | 2.82E-97 |
| 36 | 3 | CD | Collecting duct | Combined-Epithelia | COBLL1 | 22837 | 23571 | 1.46 | 0.69 | 0.17 | 1.47E-86 | 3.0E-82 |
| 36 | 3 | CD | Collecting duct | Combined-Epithelia | TRPM3 | 80036 | 17992 | 1.45 | 0.58 | 0.11 | 1.36E-78 | 2.78E-74 |
| 36 | 3 | CD | Collecting duct | Combined-Epithelia | KITLG | 4254 | 6343 | 1.42 | 0.37 | 0.03 | 2.42E-68 | 4.95E-64 |
| 36 | 3 | CD | Collecting duct | Combined-Epithelia | KRT19 | 3880 | 6436 | 1.39 | 0.45 | 0.04 | 5.79E-76 | 1.18E-71 |
| 36 | 3 | CD | Collecting duct | Combined-Epithelia | TMTC2 | 160335 | 25440 | 1.33 | 0.57 | 0.14 | 1.84E-65 | 3.76E-61 |
| 36 | 3 | CD | Collecting duct | Combined-Epithelia | GDF15 | 9518 | 30142 | 1.32 | 0.3 | 0.04 | 5.55E-44 | 1.14E-39 |
| 36 | 3 | CD | Collecting duct | Combined-Epithelia | PDE4D | 5144 | 8783 | 1.29 | 0.84 | 0.41 | 6.01E-90 | 1.23E-85 |
| 36 | 3 | CD | Collecting duct | Combined-Epithelia | RALYL | 138046 | 27036 | 1.27 | 0.32 | 0.03 | 7.93E-55 | 1.62E-50 |
| 36 | 3 | CD | Collecting duct | Combined-Epithelia | PIK3C2G | 5288 | 8973 | 1.27 | 0.35 | 0.01 | 2.05E-78 | 4.21E-74 |
| 36 | 3 | CD | Collecting duct | Combined-Epithelia | ST6GAL1 | 6480 | 10860 | 1.26 | 0.59 | 0.18 | 3.62E-56 | 7.41E-52 |
| 36 | 3 | CD | Collecting duct | Combined-Epithelia | BMPR1B | 658 | 1077 | 1.22 | 0.33 | 0.03 | 2.06E-55 | 4.21E-51 |
| 36 | 3 | CD | Collecting duct | Combined-Epithelia | LHX1 | 3975 | 6593 | 1.21 | 0.28 | 0.009 | 7.35E-72 | 1.5E-67 |
| 36 | 3 | CD | Collecting duct | Combined-Epithelia | SPTBN2 | 6712 | 11276 | 1.18 | 0.29 | 0.01 | 1.6E-64 | 3.28E-60 |
| 36 | 3 | CD | Collecting duct | Combined-Epithelia | ALAS1 | 211 | 396 | 1.17 | 0.26 | 0.02 | 1.82E-50 | 3.73E-46 |
| 36 | 3 | CD | Collecting duct | Combined-Epithelia | FRAS1 | 80144 | 19185 | 1.16 | 0.44 | 0.09 | 6.18E-47 | 1.27E-42 |
| 36 | 3 | CD | Collecting duct | Combined-Epithelia | KAZN | 23254 | 29173 | 1.15 | 0.72 | 0.25 | 4.0E-63 | 8.18E-59 |
| 36 | 3 | CD | Collecting duct | Combined-Epithelia | MYO1E | 4643 | 7599 | 1.15 | 0.54 | 0.15 | 4.02E-50 | 8.22E-46 |
| 36 | 3 | CD | Collecting duct | Combined-Epithelia | ABTB2 | 25841 | 23842 | 1.14 | 0.41 | 0.07 | 2.02E-49 | 4.14E-45 |
| 36 | 3 | CD | Collecting duct | Combined-Epithelia | PRKAG2 | 51422 | 9386 | 1.13 | 0.42 | 0.09 | 3.2E-42 | 6.54E-38 |
| 36 | 3 | CD | Collecting duct | Combined-Epithelia | ID1 | 3397 | 5360 | 1.13 | 0.5 | 0.14 | 1.83E-41 | 3.75E-37 |
| 36 | 3 | CD | Collecting duct | Combined-Epithelia | SCIN | 85477 | 21695 | 1.13 | 0.43 | 0.07 | 1.31E-53 | 2.68E-49 |
| 36 | 3 | CD | Collecting duct | Combined-Epithelia | CLU | 1191 | 2095 | 1.1 | 0.68 | 0.22 | 1.64E-55 | 3.35E-51 |
| 36 | 3 | CD | Collecting duct | Combined-Epithelia | CDH16 | 1014 | 1755 | 1.1 | 0.36 | 0.04 | 1.15E-53 | 2.35E-49 |
| 36 | 3 | CD | Collecting duct | Combined-Epithelia | CYFIP2 | 26999 | 13760 | 1.09 | 0.46 | 0.09 | 7.74E-48 | 1.59E-43 |
| 36 | 3 | CD | Collecting duct | Combined-Epithelia | MID1 | 4281 | 7095 | 1.09 | 0.35 | 0.06 | 2.33E-41 | 4.78E-37 |
| 36 | 3 | CD | Collecting duct | Combined-Epithelia | C4orf19 | 55286 | 25618 | 1.09 | 0.32 | 0.06 | 9.77E-37 | 2.0E-32 |
| 36 | 3 | CD | Collecting duct | Combined-Epithelia | SLC38A1 | 81539 | 13447 | 1.08 | 0.46 | 0.09 | 4.84E-52 | 9.92E-48 |
| 36 | 3 | CD | Collecting duct | Combined-Epithelia | CDH1 | 999 | 1748 | 1.05 | 0.41 | 0.08 | 4.94E-45 | 1.01E-40 |
| 36 | 3 | CD | Collecting duct | Combined-Epithelia | DCDC2 | 51473 | 18141 | 1.05 | 0.47 | 0.09 | 6.72E-56 | 1.38E-51 |
| 36 | 3 | CD | Collecting duct | Combined-Epithelia | MPPED2 | 744 | 1180 | 1.04 | 0.29 | 0.04 | 1.37E-37 | 2.8E-33 |
| 36 | 3 | CD | Collecting duct | Combined-Epithelia | FAM155A | 728215 | 33877 | 1.04 | 0.33 | 0.06 | 6.05E-36 | 1.24E-31 |
| 36 | 3 | CD | Collecting duct | Combined-Epithelia | ELF3 | 1999 | 3318 | 1.02 | 0.34 | 0.09 | 3.17E-29 | 6.5E-25 |
| 36 | 3 | CD | Collecting duct | Combined-Epithelia | KCNIP4 | 80333 | 30083 | 1.02 | 0.78 | 0.25 | 4.48E-72 | 9.16E-68 |
| 36 | 3 | CD | Collecting duct | Combined-Epithelia | MAL2 | 114569 | 13634 | 1 | 0.29 | 0.03 | 1.56E-40 | 3.19E-36 |
| 36 | 3 | CD | Collecting duct | Combined-Epithelia | PDK4 | 5166 | 8812 | 0.97 | 0.25 | 0.05 | 2.32E-26 | 4.76E-22 |
| 36 | 3 | CD | Collecting duct | Combined-Epithelia | ANK3 | 288 | 494 | 0.95 | 0.56 | 0.19 | 9.0E-39 | 1.84E-34 |
| 36 | 3 | CD | Collecting duct | Combined-Epithelia | PLS3 | 5358 | 9091 | 0.94 | 0.31 | 0.06 | 4.04E-30 | 8.27E-26 |
| 36 | 3 | CD | Collecting duct | Combined-Epithelia | MYO10 | 4651 | 7593 | 0.94 | 0.42 | 0.12 | 1.7E-32 | 3.48E-28 |
| 36 | 3 | CD | Collecting duct | Combined-Epithelia | SDK1 | 221935 | 19307 | 0.93 | 0.36 | 0.1 | 1.99E-28 | 4.08E-24 |
| 36 | 3 | CD | Collecting duct | Combined-Epithelia | ZNF503 | 84858 | 23589 | 0.91 | 0.29 | 0.06 | 3.94E-29 | 8.07E-25 |
| 36 | 3 | CD | Collecting duct | Combined-Epithelia | PLCL2 | 23228 | 9064 | 0.91 | 0.32 | 0.08 | 5.89E-28 | 1.21E-23 |
| 36 | 3 | CD | Collecting duct | Combined-Epithelia | NAALADL2 | 254827 | 23219 | 0.9 | 0.54 | 0.17 | 2.29E-39 | 4.68E-35 |
| 36 | 3 | CD | Collecting duct | Combined-Epithelia | CAMK2N1 | 55450 | 24190 | 0.88 | 0.29 | 0.05 | 7.52E-30 | 1.54E-25 |
| 36 | 3 | CD | Collecting duct | Combined-Epithelia | PTPN13 | 5783 | 9646 | 0.88 | 0.43 | 0.11 | 1.25E-36 | 2.57E-32 |
| 36 | 3 | CD | Collecting duct | Combined-Epithelia | RBPMS | 11030 | 19097 | 0.88 | 0.71 | 0.27 | 2.93E-47 | 6.0E-43 |
| 36 | 3 | CD | Collecting duct | Combined-Epithelia | PCDH7 | 5099 | 8659 | 0.88 | 0.27 | 0.03 | 1.82E-37 | 3.73E-33 |
| 36 | 3 | CD | Collecting duct | Combined-Epithelia | GAREM1 | 64762 | 26136 | 0.86 | 0.37 | 0.12 | 1.02E-26 | 2.1E-22 |
| 36 | 3 | CD | Collecting duct | Combined-Epithelia | MYH10 | 4628 | 7568 | 0.85 | 0.36 | 0.07 | 3.72E-36 | 7.62E-32 |
| 36 | 3 | CD | Collecting duct | Combined-Epithelia | HS6ST1 | 9394 | 5201 | 0.85 | 0.26 | 0.05 | 6.21E-26 | 1.27E-21 |
| 36 | 3 | CD | Collecting duct | Combined-Epithelia | TOX | 9760 | 18988 | 0.84 | 0.3 | 0.08 | 4.78E-23 | 9.79E-19 |
| 36 | 3 | CD | Collecting duct | Combined-Epithelia | C11orf80 | 79703 | 26197 | 0.82 | 0.31 | 0.07 | 8.07E-27 | 1.65E-22 |
| 36 | 3 | CD | Collecting duct | Combined-Epithelia | ENO1 | 2023 | 3350 | 0.81 | 0.55 | 0.22 | 7.09E-30 | 1.45E-25 |
| 36 | 3 | CD | Collecting duct | Combined-Epithelia | NEDD4L | 23327 | 7728 | 0.8 | 0.41 | 0.14 | 8.12E-27 | 1.66E-22 |
| 36 | 3 | CD | Collecting duct | Combined-Epithelia | THSD7A | 221981 | 22207 | 0.79 | 0.37 | 0.11 | 2.07E-23 | 4.24E-19 |
| 36 | 3 | CD | Collecting duct | Combined-Epithelia | DEFB1 | 1672 | 2766 | 0.78 | 0.31 | 0.09 | 5.76E-21 | 1.18E-16 |
| 36 | 3 | CD | Collecting duct | Combined-Epithelia | PRKCA | 5578 | 9393 | 0.77 | 0.47 | 0.17 | 1.42E-26 | 2.9E-22 |
| 36 | 3 | CD | Collecting duct | Combined-Epithelia | EPCAM | 4072 | 11529 | 0.77 | 0.28 | 0.05 | 8.95E-27 | 1.83E-22 |
| 36 | 3 | CD | Collecting duct | Combined-Epithelia | AIF1L | 83543 | 28904 | 0.77 | 0.43 | 0.14 | 4.92E-28 | 1.01E-23 |
| 36 | 3 | CD | Collecting duct | Combined-Epithelia | NR3C2 | 4306 | 7979 | 0.76 | 0.39 | 0.14 | 2.73E-21 | 5.59E-17 |
| 36 | 3 | CD | Collecting duct | Combined-Epithelia | KCNJ15 | 3772 | 6261 | 0.76 | 0.33 | 0.08 | 3.5E-27 | 7.18E-23 |
| 36 | 3 | CD | Collecting duct | Combined-Epithelia | NLGN1 | 22871 | 14291 | 0.76 | 0.36 | 0.12 | 5.98E-22 | 1.23E-17 |
| 36 | 3 | CD | Collecting duct | Combined-Epithelia | AKT3 | 10000 | 393 | 0.75 | 0.4 | 0.14 | 2.33E-25 | 4.76E-21 |
| 36 | 3 | CD | Collecting duct | Combined-Epithelia | ADAMTS9-AS2 | 100507098 | 42435 | 0.74 | 0.44 | 0.17 | 1.32E-21 | 2.71E-17 |
| 36 | 3 | CD | Collecting duct | Combined-Epithelia | PTH2R | 5746 | 9609 | 0.74 | 0.35 | 0.1 | 1.13E-25 | 2.31E-21 |
| 36 | 3 | CD | Collecting duct | Combined-Epithelia | MACC1 | 346389 | 30215 | 0.74 | 0.37 | 0.11 | 5.82E-25 | 1.19E-20 |
| 36 | 3 | CD | Collecting duct | Combined-Epithelia | SLC4A4 | 8671 | 11030 | 0.73 | 0.26 | 0.06 | 1.2E-21 | 2.47E-17 |
| 36 | 3 | CD | Collecting duct | Combined-Epithelia | LLGL2 | 3993 | 6629 | 0.72 | 0.26 | 0.08 | 2.45E-17 | 5.02E-13 |
| 36 | 3 | CD | Collecting duct | Combined-Epithelia | PPP2R3A | 5523 | 9307 | 0.72 | 0.34 | 0.11 | 3.64E-19 | 7.45E-15 |
| 36 | 3 | CD | Collecting duct | Combined-Epithelia | ID3 | 3399 | 5362 | 0.72 | 0.33 | 0.11 | 1.44E-19 | 2.94E-15 |
| 36 | 3 | CD | Collecting duct | Combined-Epithelia | FAM107B | 83641 | 23726 | 0.71 | 0.4 | 0.15 | 9.09E-22 | 1.86E-17 |
| 36 | 3 | CD | Collecting duct | Combined-Epithelia | CRYBG1 | 202 | 356 | 0.71 | 0.32 | 0.07 | 2.28E-32 | 4.68E-28 |
| 36 | 3 | CD | Collecting duct | Combined-Epithelia | PATJ | 10207 | 28881 | 0.7 | 0.52 | 0.2 | 3.4E-28 | 6.97E-24 |
| 36 | 3 | CD | Collecting duct | Combined-Epithelia | MAL | 4118 | 6817 | 0.7 | 0.41 | 0.13 | 3.07E-28 | 6.29E-24 |
| 36 | 3 | CD | Collecting duct | Combined-Epithelia | MAPK10 | 5602 | 6872 | 0.69 | 0.35 | 0.12 | 1.08E-19 | 2.2E-15 |
| 36 | 3 | CD | Collecting duct | Combined-Epithelia | CA12 | 771 | 1371 | 0.69 | 0.44 | 0.14 | 3.2E-31 | 6.56E-27 |
| 36 | 3 | CD | Collecting duct | Combined-Epithelia | EPB41L5 | 57669 | 19819 | 0.68 | 0.28 | 0.08 | 4.52E-20 | 9.26E-16 |
| 36 | 3 | CD | Collecting duct | Combined-Epithelia | SHROOM3 | 57619 | 30422 | 0.68 | 0.25 | 0.07 | 7.31E-18 | 1.5E-13 |
| 36 | 3 | CD | Collecting duct | Combined-Epithelia | TSPAN1 | 10103 | 20657 | 0.67 | 0.27 | 0.07 | 1.64E-22 | 3.36E-18 |
| 36 | 3 | CD | Collecting duct | Combined-Epithelia | PAX8-AS1 | 654433 | 49271 | 0.66 | 0.35 | 0.1 | 3.47E-26 | 7.1E-22 |
| 36 | 3 | CD | Collecting duct | Combined-Epithelia | NFAT5 | 10725 | 7774 | 0.66 | 0.58 | 0.31 | 2.15E-19 | 4.41E-15 |
| 36 | 3 | CD | Collecting duct | Combined-Epithelia | LIMCH1 | 22998 | 29191 | 0.66 | 0.33 | 0.1 | 1.64E-21 | 3.35E-17 |
| 36 | 3 | CD | Collecting duct | Combined-Epithelia | KCNJ16 | 3773 | 6262 | 0.66 | 0.26 | 0.07 | 1.2E-20 | 2.47E-16 |
| 36 | 3 | CD | Collecting duct | Combined-Epithelia | PTBP3 | 9991 | 10253 | 0.65 | 0.32 | 0.11 | 1.3E-17 | 2.67E-13 |
| 36 | 3 | CD | Collecting duct | Combined-Epithelia | SPIRE1 | 56907 | 30622 | 0.65 | 0.26 | 0.06 | 4.29E-21 | 8.79E-17 |
| 36 | 3 | CD | Collecting duct | Combined-Epithelia | MUC1 | 4582 | 7508 | 0.65 | 0.25 | 0.06 | 3.36E-23 | 6.87E-19 |
| 36 | 3 | CD | Collecting duct | Combined-Epithelia | RALBP1 | 10928 | 9841 | 0.64 | 0.25 | 0.07 | 3.17E-17 | 6.48E-13 |
| 36 | 3 | CD | Collecting duct | Combined-Epithelia | PKM | 5315 | 9021 | 0.64 | 0.47 | 0.21 | 5.54E-21 | 1.13E-16 |
| 36 | 3 | CD | Collecting duct | Combined-Epithelia | ESRRG | 2104 | 3474 | 0.64 | 0.48 | 0.16 | 1.41E-32 | 2.89E-28 |
| 36 | 3 | CD | Collecting duct | Combined-Epithelia | STAT3 | 6774 | 11364 | 0.63 | 0.59 | 0.38 | 3.95E-18 | 8.09E-14 |
| 36 | 3 | CD | Collecting duct | Combined-Epithelia | ARL15 | 54622 | 25945 | 0.62 | 0.48 | 0.2 | 3.57E-22 | 7.32E-18 |
| 36 | 3 | CD | Collecting duct | Combined-Epithelia | THRB | 7068 | 11799 | 0.62 | 0.28 | 0.07 | 3.6E-23 | 7.38E-19 |
| 36 | 3 | CD | Collecting duct | Combined-Epithelia | NBEA | 26960 | 7648 | 0.61 | 0.26 | 0.09 | 2.72E-13 | 5.57E-9 |
| 36 | 3 | CD | Collecting duct | Combined-Epithelia | PFKFB3 | 5209 | 8874 | 0.61 | 0.35 | 0.16 | 8.53E-14 | 1.75E-9 |
| 36 | 3 | CD | Collecting duct | Combined-Epithelia | AHI1 | 54806 | 21575 | 0.61 | 0.27 | 0.09 | 7.26E-16 | 1.49E-11 |
| 36 | 3 | CD | Collecting duct | Combined-Epithelia | NLK | 51701 | 29858 | 0.61 | 0.28 | 0.09 | 1.55E-16 | 3.18E-12 |
| 36 | 3 | CD | Collecting duct | Combined-Epithelia | ERC1 | 23085 | 17072 | 0.6 | 0.41 | 0.18 | 8.79E-18 | 1.8E-13 |
| 36 | 3 | CD | Collecting duct | Combined-Epithelia | RAP1B | 5908 | 9857 | 0.59 | 0.4 | 0.22 | 1.27E-12 | 2.61E-8 |
| 36 | 3 | CD | Collecting duct | Combined-Epithelia | SYTL2 | 54843 | 15585 | 0.59 | 0.26 | 0.08 | 6.57E-16 | 1.35E-11 |
| 36 | 3 | CD | Collecting duct | Combined-Epithelia | LINC02532 | 100422737 | 53549 | 0.57 | 0.28 | 0.09 | 3.71E-18 | 7.59E-14 |
| 36 | 3 | CD | Collecting duct | Combined-Epithelia | WFDC2 | 10406 | 15939 | 0.56 | 0.5 | 0.14 | 2.75E-47 | 5.64E-43 |
| 36 | 3 | CD | Collecting duct | Combined-Epithelia | SYK | 6850 | 11491 | 0.56 | 0.26 | 0.08 | 3.33E-16 | 6.81E-12 |
| 36 | 3 | CD | Collecting duct | Combined-Epithelia | CCNL1 | 57018 | 20569 | 0.56 | 0.29 | 0.12 | 6.84E-12 | 1.4E-7 |
| 36 | 3 | CD | Collecting duct | Combined-Epithelia | RTN4 | 57142 | 14085 | 0.56 | 0.62 | 0.38 | 1.69E-15 | 3.45E-11 |
| 36 | 3 | CD | Collecting duct | Combined-Epithelia | AFF1 | 4299 | 7135 | 0.56 | 0.45 | 0.22 | 5.72E-14 | 1.17E-9 |
| 36 | 3 | CD | Collecting duct | Combined-Epithelia | CYB5A | 1528 | 2570 | 0.55 | 0.27 | 0.09 | 6.34E-16 | 1.3E-11 |
| 36 | 3 | CD | Collecting duct | Combined-Epithelia | EYA3 | 2140 | 3521 | 0.54 | 0.27 | 0.08 | 3.14E-19 | 6.43E-15 |
| 36 | 3 | CD | Collecting duct | Combined-Epithelia | PRKN | 5071 | 8607 | 0.54 | 0.42 | 0.2 | 2.14E-14 | 4.38E-10 |
| 36 | 3 | CD | Collecting duct | Combined-Epithelia | PIGR | 5284 | 8968 | 0.54 | 0.31 | 0.1 | 4.41E-20 | 9.03E-16 |
| 36 | 3 | CD | Collecting duct | Combined-Epithelia | CD2AP | 23607 | 14258 | 0.53 | 0.28 | 0.1 | 6.89E-15 | 1.41E-10 |
| 36 | 3 | CD | Collecting duct | Combined-Epithelia | NEBL | 10529 | 16932 | 0.53 | 0.32 | 0.13 | 5.58E-14 | 1.14E-9 |
| 36 | 3 | CD | Collecting duct | Combined-Epithelia | AGBL4 | 84871 | 25892 | 0.53 | 0.26 | 0.08 | 4.36E-15 | 8.93E-11 |
| 36 | 3 | CD | Collecting duct | Combined-Epithelia | WSB1 | 26118 | 19221 | 0.52 | 0.62 | 0.34 | 6.32E-19 | 1.29E-14 |
| 36 | 3 | CD | Collecting duct | Combined-Epithelia | CD24 | 100133941 | 1645 | 0.52 | 0.35 | 0.14 | 1.18E-14 | 2.42E-10 |
| 36 | 3 | CD | Collecting duct | Combined-Epithelia | MFHAS1 | 9258 | 16982 | 0.52 | 0.3 | 0.14 | 2.18E-9 | 4.46E-5 |
| 36 | 3 | CD | Collecting duct | Combined-Epithelia | TPM4 | 7171 | 12013 | 0.52 | 0.35 | 0.14 | 4.72E-17 | 9.67E-13 |
| 36 | 3 | CD | Collecting duct | Combined-Epithelia | RNR1 | 4549 | 7470 | 0.52 | 0.92 | 0.84 | 2.13E-16 | 4.36E-12 |
| 36 | 3 | CD | Collecting duct | Combined-Epithelia | GLIS3 | 169792 | 28510 | 0.51 | 0.31 | 0.12 | 4.36E-14 | 8.92E-10 |
| 36 | 3 | CD | Collecting duct | Combined-Epithelia | CYSTM1 | 84418 | 30239 | 0.5 | 0.33 | 0.13 | 2.34E-15 | 4.8E-11 |
| 36 | 3 | CD | Collecting duct | Combined-Epithelia | S100A11 | 6282 | 10488 | 0.5 | 0.42 | 0.24 | 7.74E-10 | 1.59E-5 |
| 36 | 3 | CD | Collecting duct | Combined-Epithelia | WWTR1 | 25937 | 24042 | 0.48 | 0.26 | 0.13 | 7.04E-9 | 0.000144087 |
| 36 | 3 | CD | Collecting duct | Combined-Epithelia | SOX6 | 55553 | 16421 | 0.48 | 0.31 | 0.14 | 1.69E-11 | 3.45E-7 |
| 36 | 3 | CD | Collecting duct | Combined-Epithelia | PLEKHA5 | 54477 | 30036 | 0.47 | 0.29 | 0.13 | 5.35E-9 | 0.000109524 |
| 36 | 3 | CD | Collecting duct | Combined-Epithelia | HES1 | 3280 | 5192 | 0.47 | 0.28 | 0.15 | 3.84E-7 | 0.007868594 |
| 36 | 3 | CD | Collecting duct | Combined-Epithelia | WWC1 | 23286 | 29435 | 0.47 | 0.45 | 0.18 | 5.31E-25 | 1.09E-20 |
| 36 | 3 | CD | Collecting duct | Combined-Epithelia | SLC44A1 | 23446 | 18798 | 0.47 | 0.31 | 0.15 | 1.03E-11 | 2.11E-7 |
| 36 | 3 | CD | Collecting duct | Combined-Epithelia | PKHD1 | 5314 | 9016 | 0.47 | 0.63 | 0.26 | 1.57E-38 | 3.22E-34 |
| 36 | 3 | CD | Collecting duct | Combined-Epithelia | NCOA7 | 135112 | 21081 | 0.47 | 0.3 | 0.14 | 1.46E-9 | 2.99E-5 |
| 36 | 3 | CD | Collecting duct | Combined-Epithelia | MAGI3 | 260425 | 29647 | 0.47 | 0.31 | 0.15 | 1.19E-10 | 2.44E-6 |
| 36 | 3 | CD | Collecting duct | Combined-Epithelia | S100A6 | 6277 | 10496 | 0.47 | 0.65 | 0.37 | 3.5E-18 | 7.16E-14 |
| 36 | 3 | CD | Collecting duct | Combined-Epithelia | BTG2 | 7832 | 1131 | 0.47 | 0.45 | 0.26 | 1.54E-9 | 3.16E-5 |
| 36 | 3 | CD | Collecting duct | Combined-Epithelia | FHIT | 2272 | 3701 | 0.46 | 0.56 | 0.28 | 2.25E-20 | 4.6E-16 |
| 36 | 3 | CD | Collecting duct | Combined-Epithelia | MTRNR2L1 | 100462977 | 37155 | 0.46 | 0.84 | 0.71 | 3.2E-14 | 6.55E-10 |
| 36 | 3 | CD | Collecting duct | Combined-Epithelia | IMMP2L | 83943 | 14598 | 0.46 | 0.47 | 0.24 | 5.17E-14 | 1.06E-9 |
| 36 | 3 | CD | Collecting duct | Combined-Epithelia | KANSL1L | 151050 | 26310 | 0.46 | 0.26 | 0.11 | 3.69E-9 | 7.55E-5 |
| 36 | 3 | CD | Collecting duct | Combined-Epithelia | MYO6 | 4646 | 7605 | 0.45 | 0.26 | 0.12 | 1.94E-8 | 0.000397435 |
| 36 | 3 | CD | Collecting duct | Combined-Epithelia | PTK2 | 5747 | 9611 | 0.45 | 0.33 | 0.17 | 6.62E-9 | 0.000135501 |
| 36 | 3 | CD | Collecting duct | Combined-Epithelia | LINC01317 | 104355287 | 50523 | 0.45 | 0.95 | 0.92 | 9.0E-15 | 1.84E-10 |
| 36 | 3 | CD | Collecting duct | Combined-Epithelia | ASTN2 | 23245 | 17021 | 0.44 | 0.28 | 0.13 | 1.07E-9 | 2.2E-5 |
| 36 | 3 | CD | Collecting duct | Combined-Epithelia | MPHOSPH8 | 54737 | 29810 | 0.44 | 0.27 | 0.13 | 2.01E-8 | 0.00041082 |
| 36 | 3 | CD | Collecting duct | Combined-Epithelia | TACSTD2 | 4070 | 11530 | 0.44 | 0.3 | 0.11 | 1.23E-16 | 2.52E-12 |
| 36 | 3 | CD | Collecting duct | Combined-Epithelia | ASAH1 | 427 | 735 | 0.44 | 0.27 | 0.12 | 3.79E-9 | 7.75E-5 |
| 36 | 3 | CD | Collecting duct | Combined-Epithelia | SOCS3 | 9021 | 19391 | 0.44 | 0.42 | 0.24 | 2.39E-8 | 0.000489158 |
| 36 | 3 | CD | Collecting duct | Combined-Epithelia | SORCS2 | 57537 | 16698 | 0.43 | 0.35 | 0.2 | 8.74E-7 | 0.01 |
| 36 | 3 | CD | Collecting duct | Combined-Epithelia | RNF19A | 25897 | 13432 | 0.43 | 0.26 | 0.11 | 1.63E-10 | 3.34E-6 |
| 36 | 3 | CD | Collecting duct | Combined-Epithelia | ADK | 132 | 257 | 0.43 | 0.35 | 0.16 | 7.46E-13 | 1.53E-8 |
| 36 | 3 | CD | Collecting duct | Combined-Epithelia | MITF | 4286 | 7105 | 0.43 | 0.27 | 0.11 | 6.09E-11 | 1.25E-6 |
| 36 | 3 | CD | Collecting duct | Combined-Epithelia | TMEM245 | 23731 | 1363 | 0.43 | 0.35 | 0.17 | 1.27E-11 | 2.6E-7 |
| 36 | 3 | CD | Collecting duct | Combined-Epithelia | APP | 351 | 620 | 0.42 | 0.55 | 0.31 | 6.14E-15 | 1.26E-10 |
| 36 | 3 | CD | Collecting duct | Combined-Epithelia | SNHG14 | 104472715 | 37462 | 0.42 | 0.28 | 0.12 | 2.04E-11 | 4.18E-7 |
| 36 | 3 | CD | Collecting duct | Combined-Epithelia | ABLIM1 | 3983 | 78 | 0.42 | 0.3 | 0.16 | 3.41E-7 | 0.006990503 |
| 36 | 3 | CD | Collecting duct | Combined-Epithelia | ARHGAP6 | 395 | 676 | 0.42 | 0.25 | 0.11 | 1.87E-9 | 3.83E-5 |
| 36 | 3 | CD | Collecting duct | Combined-Epithelia | SORL1 | 6653 | 11185 | 0.41 | 0.29 | 0.12 | 3.92E-14 | 8.02E-10 |
| 36 | 3 | CD | Collecting duct | Combined-Epithelia | SDC4 | 6385 | 10661 | 0.41 | 0.29 | 0.13 | 5.3E-11 | 1.08E-6 |
| 36 | 3 | CD | Collecting duct | Combined-Epithelia | PARD3B | 117583 | 14446 | 0.4 | 0.35 | 0.17 | 4.86E-12 | 9.96E-8 |
| 36 | 3 | CD | Collecting duct | Combined-Epithelia | CTSD | 1509 | 2529 | 0.4 | 0.41 | 0.22 | 1.74E-11 | 3.57E-7 |
| 36 | 3 | CD | Collecting duct | Combined-Epithelia | RNR2 | 4550 | 7471 | 0.4 | 1 | 1 | 5.24E-22 | 1.07E-17 |
| 36 | 3 | CD | Collecting duct | Combined-Epithelia | LAMB1 | 3912 | 6486 | 0.4 | 0.28 | 0.11 | 7.56E-14 | 1.55E-9 |
| 36 | 3 | CD | Collecting duct | Combined-Epithelia | LRBA | 987 | 1742 | 0.39 | 0.43 | 0.24 | 1.54E-11 | 3.15E-7 |
| 36 | 3 | CD | Collecting duct | Combined-Epithelia | MAGI1 | 9223 | 946 | 0.39 | 0.4 | 0.18 | 4.78E-17 | 9.79E-13 |
| 36 | 3 | CD | Collecting duct | Combined-Epithelia | TSC22D1 | 8848 | 16826 | 0.39 | 0.35 | 0.17 | 6.66E-13 | 1.36E-8 |
| 36 | 3 | CD | Collecting duct | Combined-Epithelia | PLEKHA2 | 59339 | 14336 | 0.39 | 0.26 | 0.13 | 4.32E-7 | 0.008848757 |
| 36 | 3 | CD | Collecting duct | Combined-Epithelia | COX8A | 1351 | 2294 | 0.39 | 0.34 | 0.17 | 4.18E-11 | 8.56E-7 |
| 36 | 3 | CD | Collecting duct | Combined-Epithelia | MTRNR2L12 | 100463498 | 37169 | 0.39 | 1 | 0.99 | 3.72E-14 | 7.62E-10 |
| 36 | 3 | CD | Collecting duct | Combined-Epithelia | VCL | 7414 | 12665 | 0.38 | 0.28 | 0.14 | 2.96E-7 | 0.006057064 |
| 36 | 3 | CD | Collecting duct | Combined-Epithelia | THSD4 | 79875 | 25835 | 0.37 | 0.25 | 0.11 | 2.08E-10 | 4.26E-6 |
| 36 | 3 | CD | Collecting duct | Combined-Epithelia | DHFR | 1719 | 2861 | 0.37 | 0.87 | 0.79 | 1.83E-8 | 0.000374586 |
| 36 | 3 | CD | Collecting duct | Combined-Epithelia | ARL6IP1 | 23204 | 697 | 0.37 | 0.28 | 0.14 | 1.74E-8 | 0.000356727 |
| 36 | 3 | CD | Collecting duct | Combined-Epithelia | SHANK2 | 22941 | 14295 | 0.36 | 0.28 | 0.14 | 7.16E-9 | 0.00014659 |
| 36 | 3 | CD | Collecting duct | Combined-Epithelia | ASAP2 | 8853 | 2721 | 0.35 | 0.28 | 0.13 | 1.04E-10 | 2.13E-6 |
| 36 | 3 | CD | Collecting duct | Combined-Epithelia | TBL1XR1 | 79718 | 29529 | 0.35 | 0.28 | 0.15 | 1.03E-8 | 0.000210504 |
| 36 | 3 | CD | Collecting duct | Combined-Epithelia | PTP4A2 | 8073 | 9635 | 0.35 | 0.4 | 0.23 | 5.14E-8 | 0.001051653 |
| 36 | 3 | CD | Collecting duct | Combined-Epithelia | MALAT1 | 378938 | 29665 | 0.35 | 0.95 | 0.86 | 6.08E-11 | 1.24E-6 |
| 36 | 3 | CD | Collecting duct | Combined-Epithelia | CR382285.1 | NULL | 0.35 | 0.35 | 0.23 | 1.45E-7 | 0.002972615 | |
| 36 | 3 | CD | Collecting duct | Combined-Epithelia | LRRFIP1 | 9208 | 6702 | 0.35 | 0.41 | 0.23 | 1.69E-10 | 3.45E-6 |
| 36 | 3 | CD | Collecting duct | Combined-Epithelia | BABAM2 | 9577 | 1106 | 0.34 | 0.35 | 0.17 | 7.03E-13 | 1.44E-8 |
| 36 | 3 | CD | Collecting duct | Combined-Epithelia | ARHGAP29 | 9411 | 30207 | 0.33 | 0.29 | 0.13 | 3.48E-13 | 7.14E-9 |
| 36 | 3 | CD | Collecting duct | Combined-Epithelia | MSI2 | 124540 | 18585 | 0.32 | 0.34 | 0.19 | 1.9E-9 | 3.9E-5 |
| 36 | 3 | CD | Collecting duct | Combined-Epithelia | HSPA5 | 3309 | 5238 | 0.32 | 0.36 | 0.2 | 1.17E-8 | 0.000240335 |
| 36 | 3 | CD | Collecting duct | Combined-Epithelia | AKAP6 | 9472 | 376 | 0.32 | 0.27 | 0.13 | 4.16E-10 | 8.51E-6 |
| 36 | 3 | CD | Collecting duct | Combined-Epithelia | FAF1 | 11124 | 3578 | 0.31 | 0.35 | 0.2 | 1.8E-7 | 0.003694096 |
| 36 | 3 | CD | Collecting duct | Combined-Epithelia | LGALS3BP | 3959 | 6564 | 0.31 | 0.26 | 0.14 | 8.38E-7 | 0.01 |
| 36 | 3 | CD | Collecting duct | Combined-Epithelia | CTNNA1 | 1495 | 2509 | 0.3 | 0.31 | 0.18 | 1.82E-7 | 0.003734907 |
| 36 | 3 | CD | Collecting duct | Combined-Epithelia | KIAA1217 | 56243 | 25428 | 0.29 | 0.35 | 0.18 | 8.01E-12 | 1.64E-7 |
| 36 | 3 | CD | Collecting duct | Combined-Epithelia | MTRNR2L8 | 100463486 | 37165 | 0.28 | 0.96 | 0.93 | 7.56E-7 | 0.01 |
| 36 | 3 | CD | Collecting duct | Combined-Epithelia | PCM1 | 5108 | 8727 | 0.28 | 0.26 | 0.14 | 5.35E-7 | 0.01 |
| 36 | 3 | CD | Collecting duct | Combined-Epithelia | IQGAP1 | 8826 | 6110 | 0.27 | 0.39 | 0.23 | 1.11E-8 | 0.000226644 |
| 36 | 3 | CD | Collecting duct | Combined-Epithelia | MBD5 | 55777 | 20444 | 0.27 | 0.32 | 0.18 | 3.07E-8 | 0.00062809 |
| 36 | 3 | CD | Collecting duct | Combined-Epithelia | COX1 | 4512 | 7419 | 0.27 | 0.98 | 0.96 | 1.89E-11 | 3.87E-7 |
| 36 | 3 | CD | Collecting duct | Combined-Epithelia | AL669831.3 | NULL | 0.27 | 0.87 | 0.79 | 2.72E-7 | 0.005562596 | |
| 36 | 3 | CD | Collecting duct | Combined-Epithelia | SETBP1 | 26040 | 15573 | 0.27 | 0.32 | 0.16 | 9.19E-13 | 1.88E-8 |
| 36 | 3 | CD | Collecting duct | Combined-Epithelia | TGOLN2 | 10618 | 15450 | 0.27 | 0.29 | 0.16 | 3.6E-9 | 7.37E-5 |
| 36 | 3 | CD | Collecting duct | Combined-Epithelia | TRAK1 | 22906 | 29947 | 0.27 | 0.27 | 0.14 | 5.98E-9 | 0.000122429 |
| 36 | 3 | CD | Collecting duct | Combined-Epithelia | DLG1 | 1739 | 2900 | 0.26 | 0.27 | 0.14 | 2.1E-8 | 0.000429688 |
| 36 | 3 | CD | Collecting duct | Combined-Epithelia | MTCO1P40 | 107075172 | 52105 | 0.26 | 0.96 | 0.88 | 7.14E-8 | 0.001462759 |
| 36 | 3 | CD | Collecting duct | Combined-Epithelia | NCOR1 | 9611 | 7672 | 0.26 | 0.31 | 0.17 | 2.62E-8 | 0.000537445 |
| 36 | 3 | CD | Collecting duct | Combined-Epithelia | MTCO1P12 | 107075141 | 52014 | 0.26 | 0.97 | 0.89 | 3.66E-11 | 7.5E-7 |
| 36 | 3 | CD | Collecting duct | Combined-Epithelia | MGST3 | 4259 | 7064 | 0.25 | 0.28 | 0.15 | 2.51E-7 | 0.005136088 |