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

Rows:164
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
40 0 PT Proximal tubule allograft GPX3 2878 4555 1.95 0.44 0.1 6.78e-106 1.39e-101
40 0 PT Proximal tubule allograft CUBN 8029 2548 1.82 0.41 0.04 5.49e-136 1.12e-131
40 0 PT Proximal tubule allograft CDH6 1004 1765 1.76 0.46 0.03 9.11e-154 1.87e-149
40 0 PT Proximal tubule allograft LRP2 4036 6694 1.73 0.48 0.04 1.53e-144 3.14e-140
40 0 PT Proximal tubule allograft PDZK1IP1 10158 16887 1.67 0.43 0.03 1.01e-133 2.06e-129
40 0 PT Proximal tubule allograft SLC13A1 6561 10916 1.58 0.3 0.01 6.13e-112 1.25e-107
40 0 PT Proximal tubule allograft ITGB8 3696 6163 1.52 0.55 0.1 4.02e-119 8.23e-115
40 0 PT Proximal tubule allograft LINC00621 100996930 44227 1.49 0.28 0.02 2.06e-75 4.21e-71
40 0 PT Proximal tubule allograft ACSM2A 123876 32017 1.38 0.33 0.01 5.72e-123 1.17e-118
40 0 PT Proximal tubule allograft ACSM2B 348158 30931 1.38 0.31 0.01 6.44e-113 1.32e-108
40 0 PT Proximal tubule allograft AK4 205 363 1.37 0.34 0.04 9.8e-92 2.01e-87
40 0 PT Proximal tubule allograft RETREG1 54463 25964 1.37 0.39 0.06 9.94e-89 2.04e-84
40 0 PT Proximal tubule allograft GATM 2628 4175 1.35 0.26 0.04 1.76e-55 3.6e-51
40 0 PT Proximal tubule allograft UGT2B7 7364 12554 1.32 0.38 0.07 5.13e-75 1.05e-70
40 0 PT Proximal tubule allograft SLC17A1 6568 10929 1.29 0.28 0.01 6.25e-96 1.28e-91
40 0 PT Proximal tubule allograft CRYAB 1410 2389 1.29 0.49 0.11 3.28e-84 6.72e-80
40 0 PT Proximal tubule allograft CXCL14 9547 10640 1.27 0.36 0.06 1.88e-72 3.85e-68
40 0 PT Proximal tubule allograft ENPEP 2028 3355 1.25 0.25 0.02 2.66e-75 5.44e-71
40 0 PT Proximal tubule allograft PIGR 5284 8968 1.23 0.39 0.08 1.31e-71 2.69e-67
40 0 PT Proximal tubule allograft C4B 721 1324 1.18 0.27 0.02 2.82e-76 5.77e-72
40 0 PT Proximal tubule allograft WWC1 23286 29435 1.17 0.51 0.16 3.06e-69 6.27e-65
40 0 PT Proximal tubule allograft ITGAV 3685 6150 1.15 0.33 0.08 6.38e-57 1.31e-52
40 0 PT Proximal tubule allograft IL32 9235 16830 1.14 0.54 0.15 2.39e-77 4.9e-73
40 0 PT Proximal tubule allograft ALDH6A1 4329 7179 1.13 0.29 0.06 9.53e-52 1.95e-47
40 0 PT Proximal tubule allograft PARD3 56288 16051 1.13 0.57 0.21 3.21e-76 6.58e-72
40 0 PT Proximal tubule allograft SLC2A9 56606 13446 1.08 0.3 0.05 1.23e-58 2.51e-54
40 0 PT Proximal tubule allograft ANPEP 290 500 1.07 0.25 0.02 6.17e-64 1.26e-59
40 0 PT Proximal tubule allograft NHS 4810 7820 1.06 0.34 0.08 5.27e-52 1.08e-47
40 0 PT Proximal tubule allograft KCNJ15 3772 6261 1.05 0.32 0.07 1.23e-49 2.51e-45
40 0 PT Proximal tubule allograft TNFSF10 8743 11925 1.04 0.54 0.17 4.07e-70 8.33e-66
40 0 PT Proximal tubule allograft NRP1 8829 8004 1.01 0.46 0.16 7.82e-51 1.6e-46
40 0 PT Proximal tubule allograft TSPAN1 10103 20657 0.99 0.29 0.06 4.02e-48 8.24e-44
40 0 PT Proximal tubule allograft MAST4 375449 19037 0.96 0.38 0.13 2.14e-43 4.39e-39
40 0 PT Proximal tubule allograft ABLIM1 3983 78 0.95 0.36 0.14 1.89e-37 3.86e-33
40 0 PT Proximal tubule allograft PTH2R 5746 9609 0.95 0.32 0.09 9.55e-42 1.96e-37
40 0 PT Proximal tubule allograft GLIS3 169792 28510 0.95 0.34 0.11 4.89e-40 1e-35
40 0 PT Proximal tubule allograft CNKSR3 154043 23034 0.94 0.37 0.11 8.92e-46 1.83e-41
40 0 PT Proximal tubule allograft PTPRD 5789 9668 0.93 0.44 0.17 4.04e-49 8.26e-45
40 0 PT Proximal tubule allograft BICC1 80114 19351 0.92 0.54 0.2 1.87e-52 3.83e-48
40 0 PT Proximal tubule allograft SPP1 6696 11255 0.92 0.58 0.18 4.85e-75 9.92e-71
40 0 PT Proximal tubule allograft RHEX 440712 25341 0.92 0.3 0.09 2.51e-36 5.13e-32
40 0 PT Proximal tubule allograft DAB2 1601 2662 0.92 0.4 0.13 6.4e-43 1.31e-38
40 0 PT Proximal tubule allograft CFI 3426 5394 0.92 0.27 0.07 8.81e-35 1.8e-30
40 0 PT Proximal tubule allograft BNC2 54796 30988 0.91 0.3 0.1 3.37e-36 6.91e-32
40 0 PT Proximal tubule allograft SERPINA1 5265 8941 0.9 0.32 0.09 1.69e-37 3.45e-33
40 0 PT Proximal tubule allograft FARP1 10160 3591 0.89 0.4 0.14 2.13e-40 4.37e-36
40 0 PT Proximal tubule allograft SAMD4A 23034 23023 0.89 0.35 0.14 2.93e-33 5.99e-29
40 0 PT Proximal tubule allograft AQP1 358 633 0.88 0.49 0.12 2.29e-78 4.69e-74
40 0 PT Proximal tubule allograft MACC1 346389 30215 0.86 0.31 0.11 2.96e-30 6.07e-26
40 0 PT Proximal tubule allograft LINC01320 104355288 50526 0.86 0.44 0.14 3.54e-49 7.26e-45
40 0 PT Proximal tubule allograft PRUNE2 158471 25209 0.84 0.27 0.06 3.44e-39 7.05e-35
40 0 PT Proximal tubule allograft VCAM1 7412 12663 0.84 0.28 0.08 1.04e-31 2.12e-27
40 0 PT Proximal tubule allograft NLGN1 22871 14291 0.84 0.33 0.11 1.38e-33 2.82e-29
40 0 PT Proximal tubule allograft SYNE2 23224 17084 0.82 0.6 0.3 4.14e-47 8.48e-43
40 0 PT Proximal tubule allograft PKHD1 5314 9016 0.81 0.6 0.25 6.59e-53 1.35e-48
40 0 PT Proximal tubule allograft MAGI2 9863 18957 0.8 0.26 0.15 2.39e-23 4.88e-19
40 0 PT Proximal tubule allograft PLAAT4 5920 9869 0.8 0.3 0.11 1.26e-28 2.57e-24
40 0 PT Proximal tubule allograft CYB5A 1528 2570 0.78 0.26 0.08 2.01e-26 4.11e-22
40 0 PT Proximal tubule allograft TMEM176A 55365 24930 0.78 0.27 0.08 2.37e-27 4.85e-23
40 0 PT Proximal tubule allograft PLEKHA7 144100 27049 0.78 0.29 0.1 4.25e-28 8.7e-24
40 0 PT Proximal tubule allograft PDE4D 5144 8783 0.77 0.72 0.4 1.64e-51 3.36e-47
40 0 PT Proximal tubule allograft PPFIBP1 8496 9249 0.76 0.31 0.11 2.49e-28 5.1e-24
40 0 PT Proximal tubule allograft RBPMS 11030 19097 0.76 0.59 0.26 1.95e-48 3.98e-44
40 0 PT Proximal tubule allograft GBA3 57733 19069 0.76 0.27 0.08 4.19e-28 8.58e-24
40 0 PT Proximal tubule allograft TRPM3 80036 17992 0.75 0.33 0.12 5.42e-29 1.11e-24
40 0 PT Proximal tubule allograft SIK2 23235 21680 0.75 0.35 0.16 1.23e-24 2.52e-20
40 0 PT Proximal tubule allograft ZBTB20 26137 13503 0.75 0.79 0.5 2.65e-58 5.43e-54
40 0 PT Proximal tubule allograft CNTN4 152330 2174 0.75 0.29 0.11 7.16e-26 1.47e-21
40 0 PT Proximal tubule allograft NFIB 4781 7785 0.74 0.43 0.18 1.95e-33 4e-29
40 0 PT Proximal tubule allograft SOX4 6659 11200 0.73 0.37 0.17 1.2e-24 2.45e-20
40 0 PT Proximal tubule allograft NRG3 10718 7999 0.73 0.26 0.09 9.51e-23 1.95e-18
40 0 PT Proximal tubule allograft SPATS2L 26010 24574 0.73 0.37 0.16 3.22e-27 6.6e-23
40 0 PT Proximal tubule allograft STOX2 56977 25450 0.73 0.26 0.08 6.16e-26 1.26e-21
40 0 PT Proximal tubule allograft FHIT 2272 3701 0.72 0.5 0.27 4.05e-31 8.3e-27
40 0 PT Proximal tubule allograft CLU 1191 2095 0.72 0.46 0.22 1.7e-27 3.49e-23
40 0 PT Proximal tubule allograft PEBP1 5037 8630 0.71 0.54 0.3 9.1e-31 1.86e-26
40 0 PT Proximal tubule allograft NTN4 59277 13658 0.71 0.29 0.12 4.11e-21 8.41e-17
40 0 PT Proximal tubule allograft PATJ 10207 28881 0.71 0.44 0.2 7.89e-30 1.62e-25
40 0 PT Proximal tubule allograft SDC4 6385 10661 0.7 0.33 0.12 2.06e-27 4.21e-23
40 0 PT Proximal tubule allograft PPP2R3A 5523 9307 0.69 0.29 0.11 7.61e-23 1.56e-18
40 0 PT Proximal tubule allograft PLEKHA5 54477 30036 0.68 0.32 0.12 5.06e-25 1.04e-20
40 0 PT Proximal tubule allograft CLIC4 25932 13518 0.67 0.38 0.17 2.25e-25 4.6e-21
40 0 PT Proximal tubule allograft INSR 3643 6091 0.66 0.32 0.13 4.23e-23 8.67e-19
40 0 PT Proximal tubule allograft ANK3 288 494 0.65 0.42 0.19 7.12e-28 1.46e-23
40 0 PT Proximal tubule allograft KANK1 23189 19309 0.65 0.28 0.1 9.31e-22 1.91e-17
40 0 PT Proximal tubule allograft CNDP2 55748 24437 0.64 0.3 0.13 3.05e-18 6.24e-14
40 0 PT Proximal tubule allograft UGCG 7357 12524 0.63 0.28 0.11 1.93e-20 3.94e-16
40 0 PT Proximal tubule allograft LRMDA 83938 23405 0.62 0.44 0.23 9.35e-22 1.91e-17
40 0 PT Proximal tubule allograft OSBPL10 114884 16395 0.62 0.29 0.11 2.22e-22 4.54e-18
40 0 PT Proximal tubule allograft MYO6 4646 7605 0.61 0.29 0.11 1.9e-22 3.89e-18
40 0 PT Proximal tubule allograft IGF1R 3480 5465 0.61 0.29 0.11 7.76e-22 1.59e-17
40 0 PT Proximal tubule allograft CPM 1368 2311 0.6 0.29 0.11 8.61e-23 1.76e-18
40 0 PT Proximal tubule allograft ACTN4 81 166 0.59 0.56 0.33 3.63e-24 7.43e-20
40 0 PT Proximal tubule allograft TTC28 23331 29179 0.59 0.34 0.16 2.58e-19 5.28e-15
40 0 PT Proximal tubule allograft PTPRK 5796 9674 0.58 0.27 0.11 7.99e-20 1.64e-15
40 0 PT Proximal tubule allograft NFIA 4774 7784 0.58 0.42 0.2 5.95e-25 1.22e-20
40 0 PT Proximal tubule allograft CLDN4 1364 2046 0.58 0.38 0.32 2.9e-11 5.94e-07
40 0 PT Proximal tubule allograft NEAT1 283131 30815 0.58 0.66 0.49 8.23e-24 1.68e-19
40 0 PT Proximal tubule allograft SORBS2 8470 24098 0.57 0.29 0.13 8.45e-17 1.73e-12
40 0 PT Proximal tubule allograft SOD2 6648 11180 0.56 0.4 0.24 3.69e-16 7.56e-12
40 0 PT Proximal tubule allograft RORA 6095 10258 0.56 0.38 0.19 2.83e-18 5.79e-14
40 0 PT Proximal tubule allograft GALNT14 79623 22946 0.56 0.25 0.09 4.81e-20 9.85e-16
40 0 PT Proximal tubule allograft PAWR 5074 8614 0.56 0.26 0.09 7.52e-22 1.54e-17
40 0 PT Proximal tubule allograft TEAD1 7003 11714 0.55 0.27 0.11 2.9e-19 5.94e-15
40 0 PT Proximal tubule allograft ELF3 1999 3318 0.55 0.25 0.09 6.14e-23 1.26e-18
40 0 PT Proximal tubule allograft SOX6 55553 16421 0.55 0.28 0.13 4.14e-15 8.48e-11
40 0 PT Proximal tubule allograft CUX1 1523 2557 0.55 0.47 0.28 7.05e-19 1.44e-14
40 0 PT Proximal tubule allograft BCL2 596 990 0.54 0.34 0.17 5.24e-16 1.07e-11
40 0 PT Proximal tubule allograft TMEM176B 28959 29596 0.51 0.3 0.13 2.92e-17 5.99e-13
40 0 PT Proximal tubule allograft RNF213 57674 14539 0.51 0.37 0.23 2.44e-13 5.01e-09
40 0 PT Proximal tubule allograft GPHN 10243 15465 0.5 0.33 0.17 3.24e-15 6.64e-11
40 0 PT Proximal tubule allograft NEDD4L 23327 7728 0.5 0.29 0.14 1.55e-13 3.17e-09
40 0 PT Proximal tubule allograft PARD3B 117583 14446 0.5 0.33 0.16 1.74e-15 3.57e-11
40 0 PT Proximal tubule allograft TJP1 7082 11827 0.49 0.26 0.13 6.09e-13 1.25e-08
40 0 PT Proximal tubule allograft LAPTM4A 9741 6924 0.48 0.39 0.23 8.35e-14 1.71e-09
40 0 PT Proximal tubule allograft OXR1 55074 15822 0.48 0.34 0.21 1.76e-10 3.61e-06
40 0 PT Proximal tubule allograft MAPK10 5602 6872 0.48 0.26 0.12 1.09e-14 2.24e-10
40 0 PT Proximal tubule allograft LEPROT 54741 29477 0.47 0.26 0.12 9.99e-13 2.05e-08
40 0 PT Proximal tubule allograft AOPEP 84909 1361 0.47 0.26 0.13 2.28e-12 4.67e-08
40 0 PT Proximal tubule allograft LDHB 3945 6541 0.47 0.32 0.17 2.28e-13 4.67e-09
40 0 PT Proximal tubule allograft TRIM44 54765 19016 0.46 0.29 0.15 2.83e-12 5.79e-08
40 0 PT Proximal tubule allograft AHCYL1 10768 344 0.45 0.26 0.15 2.76e-09 5.66e-05
40 0 PT Proximal tubule allograft SVIL 6840 11480 0.45 0.25 0.13 3.8e-10 7.78e-06
40 0 PT Proximal tubule allograft CREB5 9586 16844 0.45 0.28 0.13 4.39e-14 8.99e-10
40 0 PT Proximal tubule allograft ARHGEF12 23365 14193 0.45 0.28 0.14 2.19e-12 4.48e-08
40 0 PT Proximal tubule allograft MAP3K13 9175 6852 0.45 0.26 0.11 1.78e-15 3.64e-11
40 0 PT Proximal tubule allograft LHFPL3 375612 6589 0.44 0.3 0.19 3.44e-09 7.04e-05
40 0 PT Proximal tubule allograft NUMB 8650 8060 0.44 0.29 0.17 1.46e-08 0.000299968
40 0 PT Proximal tubule allograft WDFY3 23001 20751 0.43 0.29 0.16 2.9e-10 5.95e-06
40 0 PT Proximal tubule allograft LPP 4026 6679 0.42 0.49 0.32 5.7e-13 1.17e-08
40 0 PT Proximal tubule allograft CD24 100133941 1645 0.42 0.26 0.14 3.11e-10 6.37e-06
40 0 PT Proximal tubule allograft PAM 5066 8596 0.42 0.3 0.14 1.03e-15 2.11e-11
40 0 PT Proximal tubule allograft ARID5B 84159 17362 0.41 0.28 0.15 1.09e-09 2.24e-05
40 0 PT Proximal tubule allograft AGAP1 116987 16922 0.41 0.31 0.17 1.23e-10 2.51e-06
40 0 PT Proximal tubule allograft ITM2B 9445 6174 0.4 0.63 0.49 2.23e-12 4.56e-08
40 0 PT Proximal tubule allograft KLF6 1316 2235 0.4 0.6 0.43 3.02e-12 6.18e-08
40 0 PT Proximal tubule allograft TRIO 7204 12303 0.4 0.32 0.19 1.27e-09 2.6e-05
40 0 PT Proximal tubule allograft PTPRG 5793 9671 0.39 0.46 0.27 2.67e-15 5.47e-11
40 0 PT Proximal tubule allograft PTPRM 5797 9675 0.39 0.37 0.21 2.61e-12 5.33e-08
40 0 PT Proximal tubule allograft WWOX 51741 12799 0.39 0.46 0.31 5.24e-11 1.07e-06
40 0 PT Proximal tubule allograft CTNNA1 1495 2509 0.39 0.3 0.17 4.37e-09 8.96e-05
40 0 PT Proximal tubule allograft MAGI1 9223 946 0.38 0.33 0.18 2.44e-13 5e-09
40 0 PT Proximal tubule allograft TMBIM6 7009 11723 0.38 0.5 0.35 1.6e-10 3.27e-06
40 0 PT Proximal tubule allograft ENO1 2023 3350 0.38 0.37 0.23 1.26e-09 2.58e-05
40 0 PT Proximal tubule allograft PRKN 5071 8607 0.37 0.31 0.2 5.96e-08 0.001220837
40 0 PT Proximal tubule allograft CAMTA1 23261 18806 0.37 0.26 0.15 1.12e-07 0.002300305
40 0 PT Proximal tubule allograft TTTY14 83869 18495 0.36 0.4 0.23 8.92e-15 1.83e-10
40 0 PT Proximal tubule allograft ADD3 120 245 0.36 0.28 0.16 5.47e-09 0.000111946
40 0 PT Proximal tubule allograft SHANK2 22941 14295 0.35 0.25 0.14 1.76e-08 0.000361173
40 0 PT Proximal tubule allograft MAML2 84441 16259 0.35 0.51 0.35 3e-10 6.14e-06
40 0 PT Proximal tubule allograft PTPN14 5784 9647 0.34 0.26 0.14 9.75e-11 2e-06
40 0 PT Proximal tubule allograft HIF1A 3091 4910 0.33 0.26 0.15 7.49e-07 0.01
40 0 PT Proximal tubule allograft MACROD2 140733 16126 0.32 0.29 0.17 1.75e-08 0.000358368
40 0 PT Proximal tubule allograft MACF1 23499 13664 0.31 0.41 0.29 1.03e-06 0.02
40 0 PT Proximal tubule allograft HINT1 3094 4912 0.31 0.27 0.16 2.4e-08 0.00049157
40 0 PT Proximal tubule allograft MAP4 4134 6862 0.3 0.29 0.18 1.76e-07 0.003597801
40 0 PT Proximal tubule allograft TRNS1 4574 7497 0.3 0.43 0.35 7.81e-08 0.001600252
40 0 PT Proximal tubule allograft PHACTR4 65979 25793 0.29 0.25 0.15 5.1e-07 0.01
40 0 PT Proximal tubule allograft PKP4 8502 9026 0.29 0.31 0.19 1.93e-08 0.000394428
40 0 PT Proximal tubule allograft HSPB1 3315 5246 0.29 0.42 0.28 8.52e-09 0.000174488
40 0 PT Proximal tubule allograft PITPNC1 26207 21045 0.29 0.32 0.2 1.32e-07 0.002709872
40 0 PT Proximal tubule allograft EZR 7430 12691 0.28 0.35 0.24 6.44e-07 0.01
40 0 PT Proximal tubule allograft ESRRG 2104 3474 0.28 0.32 0.17 1.79e-16 3.67e-12
40 0 PT Proximal tubule allograft TMEM245 23731 1363 0.27 0.28 0.17 1.96e-09 4.02e-05