Features
Cell-ontology markers
Features tested
280
Label tier
cell_type_tier_3
Marker output
535 rows
QC
QC passed
Seurat FindAllMarkers, one curated cell-ontology label versus all others. Effect size is logFC; significance is BH FDR.
| Cell ontology | Feature | logFC | FDR | p value |
|---|---|---|---|---|
| ILC lineage cell | GNLY | 7.457 | 0.00e+0 | 0.00e+0 |
| ILC lineage cell | KLRC1 | 5.631 | 0.00e+0 | 0.00e+0 |
| ILC lineage cell | KLRD1 | 5.580 | 0.00e+0 | 0.00e+0 |
| ILC lineage cell | PRF1 | 5.130 | 0.00e+0 | 0.00e+0 |
| ILC lineage cell | NKG7 | 4.931 | 0.00e+0 | 0.00e+0 |
| ILC lineage cell | KLRB1 | 4.663 | 0.00e+0 | 0.00e+0 |
| ILC lineage cell | CD247 | 4.579 | 0.00e+0 | 0.00e+0 |
| ILC lineage cell | CCL5 | 4.359 | 0.00e+0 | 0.00e+0 |
| ILC lineage cell | GZMA | 3.914 | 0.00e+0 | 0.00e+0 |
| ILC lineage cell | KLRF1 | 3.618 | 0.00e+0 | 0.00e+0 |
| ILC lineage cell | CD69 | 3.030 | 0.00e+0 | 0.00e+0 |
| ILC lineage cell | DUSP2 | 2.740 | 0.00e+0 | 0.00e+0 |
| ILC lineage cell | IL2RG | 2.734 | 0.00e+0 | 0.00e+0 |
| ILC lineage cell | PTPRC | 2.668 | 0.00e+0 | 0.00e+0 |
| ILC lineage cell | GATA3 | 2.507 | 0.00e+0 | 0.00e+0 |
| ILC lineage cell | TIGIT | 2.312 | 0.00e+0 | 0.00e+0 |
| ILC lineage cell | CYTIP | 2.015 | 0.00e+0 | 0.00e+0 |
| ILC lineage cell | CD3E | 2.011 | 0.00e+0 | 0.00e+0 |
| ILC lineage cell | HAVCR2 | 1.844 | 0.00e+0 | 0.00e+0 |
| ILC lineage cell | CXCR4 | 1.796 | 0.00e+0 | 0.00e+0 |
| ILC lineage cell | ADGRE5 | 1.655 | 0.00e+0 | 0.00e+0 |
| ILC lineage cell | FCER1G | 0.887 | 3.53e-254 | 1.73e-254 |
| ILC lineage cell | ITGAX | 1.622 | 1.05e-234 | 5.36e-235 |
| ILC lineage cell | CD8A | 2.001 | 4.41e-168 | 2.35e-168 |
| ILC lineage cell | IL7R | 1.871 | 3.15e-156 | 1.75e-156 |
| Mast cell | CPA3 | 7.170 | 0.00e+0 | 0.00e+0 |
| Mast cell | TPSAB1 | 6.053 | 0.00e+0 | 0.00e+0 |
| Mast cell | CTSG | 5.371 | 0.00e+0 | 0.00e+0 |
| Mast cell | KIT | 5.145 | 0.00e+0 | 0.00e+0 |
| Mast cell | ANKRD30A | 3.539 | 4.44e-260 | 2.50e-261 |
| Mast cell | S100A8 | 2.571 | 5.86e-236 | 3.95e-237 |
| Mast cell | CEACAM8 | 3.823 | 6.26e-174 | 4.92e-175 |
| Mast cell | KRT6B | 3.229 | 8.61e-160 | 7.74e-161 |
| Mast cell | TAC1 | 3.265 | 7.82e-146 | 7.90e-147 |
| Mast cell | MMP12 | 3.503 | 5.38e-142 | 6.05e-143 |
| Mast cell | TCL1A | 2.894 | 2.92e-139 | 3.61e-140 |
| Mast cell | CD274 | 2.745 | 2.28e-125 | 3.07e-126 |
| Mast cell | MUC6 | 2.766 | 1.67e-121 | 2.44e-122 |
| Mast cell | CLEC9A | 3.210 | 1.80e-121 | 2.84e-122 |
| Mast cell | MYO5B | 2.501 | 3.39e-120 | 5.72e-121 |
| Mast cell | KLRC1 | 2.376 | 8.79e-116 | 1.58e-116 |
| Mast cell | ADIPOQ | 2.409 | 2.08e-112 | 3.98e-113 |
| Mast cell | MYBPC1 | 2.958 | 1.08e-109 | 2.18e-110 |
| Mast cell | CD69 | 2.648 | 1.12e-86 | 2.39e-87 |
| Mast cell | ADH1B | 1.697 | 6.28e-85 | 1.41e-85 |
| Mast cell | LYZ | 0.715 | 2.56e-63 | 6.03e-64 |
| Mast cell | CCL8 | 1.921 | 4.30e-63 | 1.06e-63 |
| Mast cell | MRC1 | 1.226 | 5.20e-61 | 1.34e-61 |
| Mast cell | ITGAX | 1.006 | 2.69e-58 | 7.26e-59 |
| Mast cell | ANKRD29 | 1.834 | 4.17e-57 | 1.17e-57 |
| B cell | MZB1 | 6.761 | 0.00e+0 | 0.00e+0 |
| B cell | CD79A | 6.397 | 0.00e+0 | 0.00e+0 |
| B cell | MS4A1 | 5.876 | 0.00e+0 | 0.00e+0 |
| B cell | TENT5C | 5.772 | 0.00e+0 | 0.00e+0 |
| B cell | SLAMF7 | 5.016 | 0.00e+0 | 0.00e+0 |
| B cell | CD19 | 4.439 | 0.00e+0 | 0.00e+0 |
| B cell | PRDM1 | 4.235 | 0.00e+0 | 0.00e+0 |
| B cell | BANK1 | 3.913 | 0.00e+0 | 0.00e+0 |
| B cell | TNFRSF17 | 3.907 | 0.00e+0 | 0.00e+0 |
| B cell | ERN1 | 3.733 | 0.00e+0 | 0.00e+0 |
| B cell | CD27 | 3.512 | 0.00e+0 | 0.00e+0 |
| B cell | SEC11C | 3.406 | 0.00e+0 | 0.00e+0 |
| B cell | CD79B | 3.358 | 0.00e+0 | 0.00e+0 |
| B cell | RAB30 | 3.324 | 0.00e+0 | 0.00e+0 |
| B cell | CYTIP | 3.236 | 0.00e+0 | 0.00e+0 |
| B cell | RHOH | 3.003 | 0.00e+0 | 0.00e+0 |
| B cell | DUSP5 | 2.784 | 0.00e+0 | 0.00e+0 |
| B cell | CXCR4 | 2.775 | 0.00e+0 | 0.00e+0 |
| B cell | PECAM1 | 2.514 | 0.00e+0 | 0.00e+0 |
| B cell | SLAMF1 | 2.505 | 0.00e+0 | 0.00e+0 |
| B cell | SEC24A | 2.282 | 0.00e+0 | 0.00e+0 |
| B cell | SELL | 2.197 | 0.00e+0 | 0.00e+0 |
| B cell | IL2RG | 1.934 | 0.00e+0 | 0.00e+0 |
| B cell | SMAP2 | 1.912 | 0.00e+0 | 0.00e+0 |
| B cell | VOPP1 | 1.743 | 0.00e+0 | 0.00e+0 |
| Endothelial cell | VWF | 6.483 | 0.00e+0 | 0.00e+0 |
| Endothelial cell | CLEC14A | 6.407 | 0.00e+0 | 0.00e+0 |
| Endothelial cell | EGFL7 | 6.288 | 0.00e+0 | 0.00e+0 |
| Endothelial cell | ANGPT2 | 5.632 | 0.00e+0 | 0.00e+0 |
| Endothelial cell | ESM1 | 5.245 | 0.00e+0 | 0.00e+0 |
| Endothelial cell | AVPR1A | 5.243 | 0.00e+0 | 0.00e+0 |
| Endothelial cell | RAMP2 | 5.078 | 0.00e+0 | 0.00e+0 |
| Endothelial cell | AQP1 | 4.991 | 0.00e+0 | 0.00e+0 |
| Endothelial cell | MYH11 | 4.934 | 0.00e+0 | 0.00e+0 |
| Endothelial cell | KDR | 4.663 | 0.00e+0 | 0.00e+0 |
| Endothelial cell | HOXD9 | 4.549 | 0.00e+0 | 0.00e+0 |
| Endothelial cell | NOSTRIN | 4.538 | 0.00e+0 | 0.00e+0 |
| Endothelial cell | CD93 | 4.536 | 0.00e+0 | 0.00e+0 |
| Endothelial cell | MMRN2 | 3.997 | 0.00e+0 | 0.00e+0 |
| Endothelial cell | PECAM1 | 3.949 | 0.00e+0 | 0.00e+0 |
| Endothelial cell | PDGFRB | 3.875 | 0.00e+0 | 0.00e+0 |
| Endothelial cell | CAVIN2 | 3.851 | 0.00e+0 | 0.00e+0 |
| Endothelial cell | CAV1 | 3.770 | 0.00e+0 | 0.00e+0 |
| Endothelial cell | IL3RA | 3.769 | 0.00e+0 | 0.00e+0 |
| Endothelial cell | STC1 | 3.767 | 0.00e+0 | 0.00e+0 |
| Endothelial cell | FOXC2 | 3.310 | 0.00e+0 | 0.00e+0 |
| Endothelial cell | ACTA2 | 2.473 | 0.00e+0 | 0.00e+0 |
| Endothelial cell | CRISPLD2 | 2.337 | 0.00e+0 | 0.00e+0 |
| Endothelial cell | ANKRD29 | 2.241 | 0.00e+0 | 0.00e+0 |
| Endothelial cell | ZEB1 | 2.158 | 0.00e+0 | 0.00e+0 |
| Fibroblast | PDGFRA | 5.408 | 0.00e+0 | 0.00e+0 |
| Fibroblast | SFRP4 | 4.700 | 0.00e+0 | 0.00e+0 |
| Fibroblast | MMP2 | 3.574 | 0.00e+0 | 0.00e+0 |
| Fibroblast | GJB2 | 3.505 | 0.00e+0 | 0.00e+0 |
| Fibroblast | LUM | 3.390 | 0.00e+0 | 0.00e+0 |
| Fibroblast | CCDC80 | 3.358 | 0.00e+0 | 0.00e+0 |
| Fibroblast | POSTN | 3.253 | 0.00e+0 | 0.00e+0 |
| Fibroblast | CRISPLD2 | 3.159 | 0.00e+0 | 0.00e+0 |
| Fibroblast | PGR | 3.020 | 0.00e+0 | 0.00e+0 |
| Fibroblast | FSTL3 | 2.955 | 0.00e+0 | 0.00e+0 |
| Fibroblast | FBLN1 | 2.928 | 0.00e+0 | 0.00e+0 |
| Fibroblast | RUNX1 | 2.886 | 0.00e+0 | 0.00e+0 |
| Fibroblast | ALDH1A3 | 2.885 | 0.00e+0 | 0.00e+0 |
| Fibroblast | CXCL12 | 2.748 | 0.00e+0 | 0.00e+0 |
| Fibroblast | ZEB1 | 2.708 | 0.00e+0 | 0.00e+0 |
| Fibroblast | DST | 2.546 | 0.00e+0 | 0.00e+0 |
| Fibroblast | ACTA2 | 2.532 | 0.00e+0 | 0.00e+0 |
| Fibroblast | TCF4 | 2.322 | 0.00e+0 | 0.00e+0 |
| Fibroblast | HOXD8 | 2.283 | 0.00e+0 | 0.00e+0 |
| Fibroblast | PDGFRB | 2.239 | 0.00e+0 | 0.00e+0 |
| Fibroblast | PIM1 | 2.216 | 0.00e+0 | 0.00e+0 |
| Fibroblast | SVIL | 2.186 | 0.00e+0 | 0.00e+0 |
| Fibroblast | SFRP1 | 1.977 | 0.00e+0 | 0.00e+0 |
| Fibroblast | IGF1 | 1.977 | 0.00e+0 | 0.00e+0 |
| Fibroblast | ANKRD29 | 1.974 | 0.00e+0 | 0.00e+0 |
| Macrophage | ITGAX | 4.848 | 0.00e+0 | 0.00e+0 |
| Macrophage | CD163 | 4.689 | 0.00e+0 | 0.00e+0 |
| Macrophage | APOC1 | 4.158 | 0.00e+0 | 0.00e+0 |
| Macrophage | C1QC | 4.099 | 0.00e+0 | 0.00e+0 |
| Macrophage | C1QA | 4.055 | 0.00e+0 | 0.00e+0 |
| Macrophage | FCER1G | 4.000 | 0.00e+0 | 0.00e+0 |
| Macrophage | ITGAM | 3.984 | 0.00e+0 | 0.00e+0 |
| Macrophage | CD14 | 3.920 | 0.00e+0 | 0.00e+0 |
| Macrophage | CD68 | 3.825 | 0.00e+0 | 0.00e+0 |
| Macrophage | FCGR3A | 3.728 | 0.00e+0 | 0.00e+0 |
| Macrophage | MRC1 | 3.639 | 0.00e+0 | 0.00e+0 |
| Macrophage | LYZ | 3.534 | 0.00e+0 | 0.00e+0 |
| Macrophage | HAVCR2 | 3.501 | 0.00e+0 | 0.00e+0 |
| Macrophage | MNDA | 3.494 | 0.00e+0 | 0.00e+0 |
| Macrophage | IGSF6 | 3.424 | 0.00e+0 | 0.00e+0 |
| Macrophage | FGL2 | 3.390 | 0.00e+0 | 0.00e+0 |
| Macrophage | CD86 | 3.322 | 0.00e+0 | 0.00e+0 |
| Macrophage | AIF1 | 3.319 | 0.00e+0 | 0.00e+0 |
| Macrophage | CD4 | 3.093 | 0.00e+0 | 0.00e+0 |
| Macrophage | GPR183 | 3.082 | 0.00e+0 | 0.00e+0 |
| Macrophage | S100A8 | 3.038 | 0.00e+0 | 0.00e+0 |
| Macrophage | CD80 | 2.812 | 0.00e+0 | 0.00e+0 |
| Macrophage | CX3CR1 | 2.649 | 0.00e+0 | 0.00e+0 |
| Macrophage | CD83 | 2.565 | 0.00e+0 | 0.00e+0 |
| Macrophage | LY86 | 2.441 | 0.00e+0 | 0.00e+0 |
| T cell | CTLA4 | 4.686 | 0.00e+0 | 0.00e+0 |
| T cell | TRAC | 4.634 | 0.00e+0 | 0.00e+0 |
| T cell | IL7R | 4.570 | 0.00e+0 | 0.00e+0 |
| T cell | CD3E | 4.454 | 0.00e+0 | 0.00e+0 |
| T cell | GZMA | 4.397 | 0.00e+0 | 0.00e+0 |
| T cell | CD8A | 4.205 | 0.00e+0 | 0.00e+0 |
| T cell | CD247 | 4.108 | 0.00e+0 | 0.00e+0 |
| T cell | CCL5 | 3.975 | 0.00e+0 | 0.00e+0 |
| T cell | FOXP3 | 3.962 | 0.00e+0 | 0.00e+0 |
| T cell | TIGIT | 3.940 | 0.00e+0 | 0.00e+0 |
| T cell | CD3G | 3.862 | 0.00e+0 | 0.00e+0 |
| T cell | KLRB1 | 3.782 | 0.00e+0 | 0.00e+0 |
| T cell | CD69 | 3.658 | 0.00e+0 | 0.00e+0 |
| T cell | NKG7 | 3.647 | 0.00e+0 | 0.00e+0 |
| T cell | IL2RG | 3.503 | 0.00e+0 | 0.00e+0 |
| T cell | PRF1 | 3.485 | 0.00e+0 | 0.00e+0 |
| T cell | PTPRC | 3.138 | 0.00e+0 | 0.00e+0 |
| T cell | CCR7 | 3.102 | 0.00e+0 | 0.00e+0 |
| T cell | GATA3 | 2.916 | 0.00e+0 | 0.00e+0 |
| T cell | SLAMF1 | 2.867 | 0.00e+0 | 0.00e+0 |
| T cell | LTB | 2.854 | 0.00e+0 | 0.00e+0 |
| T cell | RHOH | 2.807 | 0.00e+0 | 0.00e+0 |
| T cell | CYTIP | 2.793 | 0.00e+0 | 0.00e+0 |
| T cell | CD27 | 2.597 | 0.00e+0 | 0.00e+0 |
| T cell | LAG3 | 2.440 | 0.00e+0 | 0.00e+0 |
| ILC/T lineage cell | CD8A | 4.305 | 0.00e+0 | 0.00e+0 |
| ILC/T lineage cell | GZMA | 3.713 | 0.00e+0 | 0.00e+0 |
| ILC/T lineage cell | CCL5 | 3.584 | 0.00e+0 | 0.00e+0 |
| ILC/T lineage cell | CD3E | 3.447 | 0.00e+0 | 0.00e+0 |
| ILC/T lineage cell | NKG7 | 3.431 | 0.00e+0 | 0.00e+0 |
| ILC/T lineage cell | TRAC | 3.412 | 0.00e+0 | 0.00e+0 |
| ILC/T lineage cell | CD3G | 3.016 | 0.00e+0 | 0.00e+0 |
| ILC/T lineage cell | PRF1 | 2.949 | 0.00e+0 | 0.00e+0 |
| ILC/T lineage cell | IL7R | 2.937 | 0.00e+0 | 0.00e+0 |
| ILC/T lineage cell | CTLA4 | 2.928 | 0.00e+0 | 0.00e+0 |
| ILC/T lineage cell | CD247 | 2.891 | 0.00e+0 | 0.00e+0 |
| ILC/T lineage cell | TIGIT | 2.883 | 0.00e+0 | 0.00e+0 |
| ILC/T lineage cell | CD69 | 2.831 | 0.00e+0 | 0.00e+0 |
| ILC/T lineage cell | IL2RG | 2.801 | 0.00e+0 | 0.00e+0 |
| ILC/T lineage cell | PTPRC | 2.684 | 0.00e+0 | 0.00e+0 |
| ILC/T lineage cell | KLRB1 | 2.528 | 0.00e+0 | 0.00e+0 |
| ILC/T lineage cell | KLRD1 | 2.411 | 0.00e+0 | 0.00e+0 |
| ILC/T lineage cell | LAG3 | 2.356 | 0.00e+0 | 0.00e+0 |
| ILC/T lineage cell | CYTIP | 2.249 | 0.00e+0 | 0.00e+0 |
| ILC/T lineage cell | RHOH | 2.099 | 0.00e+0 | 0.00e+0 |
| ILC/T lineage cell | CCR7 | 2.044 | 0.00e+0 | 0.00e+0 |
| ILC/T lineage cell | GATA3 | 2.009 | 0.00e+0 | 0.00e+0 |
| ILC/T lineage cell | CD27 | 1.965 | 0.00e+0 | 0.00e+0 |
| ILC/T lineage cell | KLRC1 | 1.857 | 0.00e+0 | 0.00e+0 |
| ILC/T lineage cell | SLAMF1 | 1.832 | 0.00e+0 | 0.00e+0 |
| Tumor/Malignant cell | KRT7 | 3.629 | 0.00e+0 | 0.00e+0 |
| Tumor/Malignant cell | EPCAM | 3.392 | 0.00e+0 | 0.00e+0 |
| Tumor/Malignant cell | TACSTD2 | 3.313 | 0.00e+0 | 0.00e+0 |
| Tumor/Malignant cell | SOX17 | 3.307 | 0.00e+0 | 0.00e+0 |
| Tumor/Malignant cell | KLF5 | 3.167 | 0.00e+0 | 0.00e+0 |
| Tumor/Malignant cell | CDH1 | 3.153 | 0.00e+0 | 0.00e+0 |
| Tumor/Malignant cell | DSP | 3.011 | 0.00e+0 | 0.00e+0 |
| Tumor/Malignant cell | SCGB2A1 | 2.850 | 0.00e+0 | 0.00e+0 |
| Tumor/Malignant cell | C6orf132 | 2.538 | 0.00e+0 | 0.00e+0 |
| Tumor/Malignant cell | TFAP2A | 2.517 | 0.00e+0 | 0.00e+0 |
| Tumor/Malignant cell | KRT23 | 2.467 | 0.00e+0 | 0.00e+0 |
| Tumor/Malignant cell | KRT5 | 2.445 | 0.00e+0 | 0.00e+0 |
| Tumor/Malignant cell | HMGA1 | 2.436 | 0.00e+0 | 0.00e+0 |
| Tumor/Malignant cell | PIGR | 2.359 | 0.00e+0 | 0.00e+0 |
| Tumor/Malignant cell | ESR1 | 2.346 | 0.00e+0 | 0.00e+0 |
| Tumor/Malignant cell | KRT8 | 2.316 | 0.00e+0 | 0.00e+0 |
| Tumor/Malignant cell | MLPH | 2.254 | 0.00e+0 | 0.00e+0 |
| Tumor/Malignant cell | JUP | 2.244 | 0.00e+0 | 0.00e+0 |
| Tumor/Malignant cell | CD9 | 2.215 | 0.00e+0 | 0.00e+0 |
| Tumor/Malignant cell | S100A14 | 2.209 | 0.00e+0 | 0.00e+0 |
| Tumor/Malignant cell | HOOK2 | 2.174 | 0.00e+0 | 0.00e+0 |
| Tumor/Malignant cell | CCND1 | 2.173 | 0.00e+0 | 0.00e+0 |
| Tumor/Malignant cell | DMKN | 2.163 | 0.00e+0 | 0.00e+0 |
| Tumor/Malignant cell | DSC2 | 2.149 | 0.00e+0 | 0.00e+0 |
| Tumor/Malignant cell | CENPF | 2.041 | 0.00e+0 | 0.00e+0 |