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:133
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 11 Fibroblast Fibroblast allograft TNC 3371 5318 3.23 0.87 0.05 5.42E-175 1.11E-170
40 11 Fibroblast Fibroblast allograft C7 730 1346 3.23 0.89 0.02 5.02E-188 1.03E-183
40 11 Fibroblast Fibroblast allograft MOXD1 26002 21063 2.54 0.58 0.01 1.44E-113 2.94E-109
40 11 Fibroblast Fibroblast allograft COL3A1 1281 2201 2.51 0.8 0.06 6.36E-111 1.3E-106
40 11 Fibroblast Fibroblast allograft COL1A1 1277 2197 2.47 0.91 0.05 3.92E-141 8.04E-137
40 11 Fibroblast Fibroblast allograft SFRP1 6422 10776 2.41 0.65 0.05 1.73E-91 3.54E-87
40 11 Fibroblast Fibroblast allograft COL1A2 1278 2198 2.26 0.75 0.04 1.23E-105 2.52E-101
40 11 Fibroblast Fibroblast allograft DCN 1634 2705 2.23 0.79 0.03 1.11E-124 2.28E-120
40 11 Fibroblast Fibroblast allograft COL6A3 1293 2213 2.15 0.63 0.03 3.08E-88 6.31E-84
40 11 Fibroblast Fibroblast allograft BGN 633 1044 2.06 0.63 0.06 2.33E-71 4.78E-67
40 11 Fibroblast Fibroblast allograft FBLN5 10516 3602 2.04 0.59 0.03 3.67E-84 7.51E-80
40 11 Fibroblast Fibroblast allograft LUM 4060 6724 2.01 0.51 0.01 3.14E-80 6.43E-76
40 11 Fibroblast Fibroblast allograft TIMP1 7076 11820 2.01 0.61 0.1 2.99E-64 6.13E-60
40 11 Fibroblast Fibroblast allograft C1R 715 1246 1.98 0.6 0.03 2.97E-80 6.08E-76
40 11 Fibroblast Fibroblast allograft COL14A1 7373 2191 1.97 0.54 0.05 2.81E-63 5.75E-59
40 11 Fibroblast Fibroblast allograft ADH1B 125 250 1.96 0.42 0.01 5.68E-67 1.16E-62
40 11 Fibroblast Fibroblast allograft PTN 5764 9630 1.9 0.43 0.02 9.55E-62 1.96E-57
40 11 Fibroblast Fibroblast allograft SVEP1 79987 15985 1.8 0.43 0.01 1.69E-66 3.46E-62
40 11 Fibroblast Fibroblast allograft C1S 716 1247 1.79 0.54 0.03 7.06E-67 1.45E-62
40 11 Fibroblast Fibroblast allograft THSD4 79875 25835 1.76 0.48 0.1 4.97E-49 1.02E-44
40 11 Fibroblast Fibroblast allograft PALLD 23022 17068 1.71 0.56 0.07 3.32E-59 6.8E-55
40 11 Fibroblast Fibroblast allograft SPARC 6678 11219 1.7 0.71 0.13 1.1E-58 2.25E-54
40 11 Fibroblast Fibroblast allograft FSTL1 11167 3972 1.67 0.5 0.05 1.34E-52 2.75E-48
40 11 Fibroblast Fibroblast allograft PRSS23 11098 14370 1.66 0.54 0.07 1.76E-51 3.6E-47
40 11 Fibroblast Fibroblast allograft PARM1 25849 24536 1.65 0.34 0.03 1.1E-39 2.25E-35
40 11 Fibroblast Fibroblast allograft LTBP1 4052 6714 1.65 0.48 0.05 3.14E-49 6.42E-45
40 11 Fibroblast Fibroblast allograft MYLK 4638 7590 1.63 0.53 0.09 1.38E-45 2.82E-41
40 11 Fibroblast Fibroblast allograft OLFML3 56944 24956 1.63 0.39 0.02 2.97E-52 6.08E-48
40 11 Fibroblast Fibroblast allograft IGFBP5 3488 5474 1.6 0.86 0.17 2.38E-75 4.86E-71
40 11 Fibroblast Fibroblast allograft CRISPLD2 83716 25248 1.59 0.43 0.03 3.47E-48 7.11E-44
40 11 Fibroblast Fibroblast allograft CXCL12 6387 10672 1.58 0.5 0.06 4.99E-46 1.02E-41
40 11 Fibroblast Fibroblast allograft ATRNL1 26033 29063 1.55 0.34 0.04 7.32E-40 1.5E-35
40 11 Fibroblast Fibroblast allograft CYP1B1 1545 2597 1.53 0.38 0.04 2.13E-39 4.37E-35
40 11 Fibroblast Fibroblast allograft FBLN1 2192 3600 1.52 0.41 0.03 1.81E-43 3.71E-39
40 11 Fibroblast Fibroblast allograft EMILIN1 11117 19880 1.48 0.35 0.007 7.46E-59 1.53E-54
40 11 Fibroblast Fibroblast allograft NR2F1 7025 7975 1.48 0.41 0.03 8.0E-42 1.64E-37
40 11 Fibroblast Fibroblast allograft ITGA1 3672 6134 1.47 0.45 0.06 2.13E-37 4.36E-33
40 11 Fibroblast Fibroblast allograft IGFBP7 3490 5476 1.47 0.94 0.43 1.49E-70 3.06E-66
40 11 Fibroblast Fibroblast allograft CDKN1C 1028 1786 1.45 0.33 0.05 4.63E-26 9.49E-22
40 11 Fibroblast Fibroblast allograft KIAA1217 56243 25428 1.44 0.45 0.18 4.56E-41 9.34E-37
40 11 Fibroblast Fibroblast allograft GGT5 2687 4260 1.42 0.32 0.01 6.13E-47 1.25E-42
40 11 Fibroblast Fibroblast allograft CDH11 1009 1750 1.41 0.36 0.03 6.63E-40 1.36E-35
40 11 Fibroblast Fibroblast allograft CALD1 800 1441 1.41 0.62 0.13 3.52E-42 7.2E-38
40 11 Fibroblast Fibroblast allograft G0S2 50486 30229 1.39 0.32 0.02 6.41E-37 1.31E-32
40 11 Fibroblast Fibroblast allograft VCAN 1462 2464 1.39 0.35 0.04 1.15E-29 2.36E-25
40 11 Fibroblast Fibroblast allograft ADAMTSL1 92949 14632 1.39 0.3 0.06 2.21E-29 4.53E-25
40 11 Fibroblast Fibroblast allograft IGFBP2 3485 5471 1.37 0.3 0.05 3.27E-28 6.7E-24
40 11 Fibroblast Fibroblast allograft THBS2 7058 11786 1.34 0.25 0.01 1.24E-33 2.53E-29
40 11 Fibroblast Fibroblast allograft PDGFRA 5156 8803 1.33 0.27 0.006 4.44E-44 9.09E-40
40 11 Fibroblast Fibroblast allograft A2M 2 7 1.31 0.46 0.11 1.39E-27 2.85E-23
40 11 Fibroblast Fibroblast allograft DDR2 4921 2731 1.31 0.25 0.02 2.41E-27 4.94E-23
40 11 Fibroblast Fibroblast allograft MATN2 4147 6908 1.3 0.3 0.03 3.94E-30 8.06E-26
40 11 Fibroblast Fibroblast allograft GUCY1A2 2977 4684 1.3 0.35 0.03 2.73E-36 5.58E-32
40 11 Fibroblast Fibroblast allograft COL6A2 1292 2212 1.3 0.37 0.03 1.3E-37 2.67E-33
40 11 Fibroblast Fibroblast allograft ANGPT1 284 484 1.29 0.3 0.03 1.04E-30 2.13E-26
40 11 Fibroblast Fibroblast allograft CLMP 79827 24039 1.29 0.26 0.02 1.86E-26 3.8E-22
40 11 Fibroblast Fibroblast allograft COL5A1 1289 2209 1.28 0.33 0.03 2.86E-29 5.86E-25
40 11 Fibroblast Fibroblast allograft ADAM12 8038 190 1.26 0.26 0.04 4.75E-25 9.72E-21
40 11 Fibroblast Fibroblast allograft FREM1 158326 23399 1.26 0.26 0.05 3.97E-22 8.12E-18
40 11 Fibroblast Fibroblast allograft LTBP4 8425 6717 1.25 0.32 0.02 6.0E-36 1.23E-31
40 11 Fibroblast Fibroblast allograft UNC5B 219699 12568 1.24 0.27 0.02 9.01E-29 1.85E-24
40 11 Fibroblast Fibroblast allograft COL4A1 1282 2202 1.23 0.52 0.14 2.55E-28 5.21E-24
40 11 Fibroblast Fibroblast allograft MGP 4256 7060 1.22 0.38 0.06 5.33E-25 1.09E-20
40 11 Fibroblast Fibroblast allograft NR2F2 7026 7976 1.22 0.63 0.2 3.7E-31 7.58E-27
40 11 Fibroblast Fibroblast allograft C11orf96 387763 38675 1.21 0.25 0.02 3.27E-23 6.7E-19
40 11 Fibroblast Fibroblast allograft PDGFRB 5159 8804 1.2 0.3 0.03 2.35E-27 4.81E-23
40 11 Fibroblast Fibroblast allograft PXDN 7837 14966 1.17 0.29 0.06 1.13E-17 2.32E-13
40 11 Fibroblast Fibroblast allograft GPM6B 2824 4461 1.15 0.25 0.03 1.46E-23 2.99E-19
40 11 Fibroblast Fibroblast allograft SERPINH1 871 1546 1.14 0.39 0.09 2.24E-22 4.59E-18
40 11 Fibroblast Fibroblast allograft GPC3 2719 4451 1.13 0.31 0.07 1.44E-20 2.94E-16
40 11 Fibroblast Fibroblast allograft FBN1 2200 3603 1.13 0.31 0.04 5.0E-26 1.02E-21
40 11 Fibroblast Fibroblast allograft NEGR1 257194 17302 1.12 0.3 0.06 2.56E-18 5.23E-14
40 11 Fibroblast Fibroblast allograft CCN1 3491 2654 1.11 0.41 0.11 2.67E-19 5.47E-15
40 11 Fibroblast Fibroblast allograft TIMP3 7078 11822 1.1 0.55 0.14 2.95E-29 6.04E-25
40 11 Fibroblast Fibroblast allograft LGALS3BP 3959 6564 1.1 0.48 0.13 4.13E-23 8.46E-19
40 11 Fibroblast Fibroblast allograft TSHZ2 128553 13010 1.09 0.36 0.07 3.31E-22 6.77E-18
40 11 Fibroblast Fibroblast allograft KIF26B 55083 25484 1.08 0.3 0.09 3.11E-17 6.37E-13
40 11 Fibroblast Fibroblast allograft LAMA2 3908 6482 1.07 0.28 0.04 2.41E-19 4.94E-15
40 11 Fibroblast Fibroblast allograft RBMS3 27303 13427 1.05 0.32 0.07 3.17E-17 6.5E-13
40 11 Fibroblast Fibroblast allograft COL4A2 1284 2203 1.03 0.5 0.23 1.06E-18 2.18E-14
40 11 Fibroblast Fibroblast allograft CCL2 6347 10618 1.03 0.29 0.06 5.38E-15 1.1E-10
40 11 Fibroblast Fibroblast allograft ENAH 55740 18271 1.01 0.26 0.06 2.89E-14 5.91E-10
40 11 Fibroblast Fibroblast allograft ANTXR2 118429 21732 0.97 0.27 0.06 9.08E-15 1.86E-10
40 11 Fibroblast Fibroblast allograft SLIT2 9353 11086 0.96 0.25 0.05 3.66E-14 7.5E-10
40 11 Fibroblast Fibroblast allograft LRP1 4035 6692 0.95 0.29 0.05 1.45E-16 2.98E-12
40 11 Fibroblast Fibroblast allograft SLIT3 6586 11087 0.94 0.37 0.08 4.81E-21 9.86E-17
40 11 Fibroblast Fibroblast allograft MRC2 9902 16875 0.94 0.27 0.05 1.0E-16 2.06E-12
40 11 Fibroblast Fibroblast allograft COL4A4 1286 2206 0.93 0.28 0.06 4.2E-15 8.61E-11
40 11 Fibroblast Fibroblast allograft CALU 813 1458 0.92 0.28 0.09 3.95E-11 8.09E-7
40 11 Fibroblast Fibroblast allograft SEPTIN11 55752 25589 0.92 0.38 0.12 1.47E-14 3.01E-10
40 11 Fibroblast Fibroblast allograft COL6A1 1291 2211 0.91 0.28 0.05 6.79E-17 1.39E-12
40 11 Fibroblast Fibroblast allograft LMO4 8543 6644 0.91 0.34 0.09 1.15E-15 2.36E-11
40 11 Fibroblast Fibroblast allograft FLNA 2316 3754 0.9 0.44 0.17 4.33E-14 8.86E-10
40 11 Fibroblast Fibroblast allograft CKAP4 10970 16991 0.9 0.26 0.06 9.54E-13 1.95E-8
40 11 Fibroblast Fibroblast allograft DACH1 1602 2663 0.89 0.38 0.14 4.58E-14 9.38E-10
40 11 Fibroblast Fibroblast allograft GUCY1A1 2982 4685 0.89 0.26 0.05 1.1E-15 2.25E-11
40 11 Fibroblast Fibroblast allograft ANKRD30BL 554226 35167 0.89 0.69 0.41 8.78E-16 1.8E-11
40 11 Fibroblast Fibroblast allograft TIMP2 7077 11821 0.89 0.28 0.09 1.49E-9 3.04E-5
40 11 Fibroblast Fibroblast allograft MYH10 4628 7568 0.89 0.32 0.08 1.13E-13 2.32E-9
40 11 Fibroblast Fibroblast allograft FP671120.4 NULL 0.88 0.95 0.86 2.09E-27 4.27E-23
40 11 Fibroblast Fibroblast allograft SYNE1 23345 17089 0.87 0.47 0.22 7.82E-14 1.6E-9
40 11 Fibroblast Fibroblast allograft PDE3A 5139 8778 0.86 0.91 0.72 8.15E-19 1.67E-14
40 11 Fibroblast Fibroblast allograft EBF1 1879 3126 0.85 0.31 0.1 1.75E-10 3.59E-6
40 11 Fibroblast Fibroblast allograft MIR6087 NULL 0.84 0.61 0.39 2.08E-11 4.25E-7
40 11 Fibroblast Fibroblast allograft CD81 975 1701 0.84 0.5 0.24 2.03E-13 4.15E-9
40 11 Fibroblast Fibroblast allograft PID1 55022 26084 0.84 0.4 0.19 1.66E-9 3.39E-5
40 11 Fibroblast Fibroblast allograft NBPF19 101060226 31999 0.82 0.84 0.63 3.06E-16 6.28E-12
40 11 Fibroblast Fibroblast allograft FP671120.1 NULL 0.78 0.97 0.92 2.87E-17 5.88E-13
40 11 Fibroblast Fibroblast allograft HFM1 164045 20193 0.78 0.88 0.69 5.6E-18 1.15E-13
40 11 Fibroblast Fibroblast allograft FP236383.3 NULL 0.77 0.7 0.42 6.96E-13 1.42E-8
40 11 Fibroblast Fibroblast allograft FP236383.1 NULL 0.76 0.91 0.75 1.05E-16 2.15E-12
40 11 Fibroblast Fibroblast allograft NOTCH2 4853 7882 0.75 0.64 0.44 2.52E-10 5.17E-6
40 11 Fibroblast Fibroblast allograft IFITM3 10410 5414 0.75 0.66 0.37 8.47E-14 1.73E-9
40 11 Fibroblast Fibroblast allograft AKAP12 9590 370 0.75 0.36 0.1 3.15E-15 6.45E-11
40 11 Fibroblast Fibroblast allograft PDLIM5 10611 17468 0.75 0.34 0.16 6.83E-8 0.001398306
40 11 Fibroblast Fibroblast allograft LHFPL6 10186 6586 0.71 0.38 0.17 2.21E-10 4.52E-6
40 11 Fibroblast Fibroblast allograft LDB2 9079 6533 0.7 0.3 0.09 4.24E-11 8.68E-7
40 11 Fibroblast Fibroblast allograft CD99 4267 7082 0.69 0.29 0.12 2.61E-7 0.005350171
40 11 Fibroblast Fibroblast allograft ENG 2022 3349 0.69 0.36 0.11 2.85E-13 5.85E-9
40 11 Fibroblast Fibroblast allograft MARCKS 4082 6759 0.66 0.49 0.22 3.92E-11 8.03E-7
40 11 Fibroblast Fibroblast allograft ADGRE3 84658 23647 0.65 0.37 0.17 3.31E-8 0.000678355
40 11 Fibroblast Fibroblast allograft THBS1 7057 11785 0.65 0.28 0.1 1.37E-8 0.000280671
40 11 Fibroblast Fibroblast allograft DLG2 1740 2901 0.65 0.95 0.83 8.48E-15 1.74E-10
40 11 Fibroblast Fibroblast allograft EMCN 51705 16041 0.63 0.27 0.11 4.9E-7 0.01
40 11 Fibroblast Fibroblast allograft ZEB2 9839 14881 0.62 0.42 0.17 1.72E-10 3.53E-6
40 11 Fibroblast Fibroblast allograft MEIS2 4212 7001 0.6 0.29 0.1 2.28E-8 0.000465938
40 11 Fibroblast Fibroblast allograft DST 667 1090 0.59 0.29 0.12 1.71E-7 0.003510783
40 11 Fibroblast Fibroblast allograft RRBP1 6238 10448 0.55 0.26 0.1 1.23E-6 0.02
40 11 Fibroblast Fibroblast allograft MYH9 4627 7579 0.52 0.47 0.26 8.5E-7 0.01
40 11 Fibroblast Fibroblast allograft VIM 7431 12692 0.48 0.56 0.33 2.16E-7 0.004430898
40 11 Fibroblast Fibroblast allograft NRP1 8829 8004 0.45 0.41 0.19 1.96E-9 4.01E-5
40 11 Fibroblast Fibroblast allograft PBX1 5087 8632 0.42 0.41 0.22 1.58E-7 0.003232893
40 11 Fibroblast Fibroblast allograft TMSB4X 7114 11881 0.34 0.94 0.78 2.86E-11 5.85E-7