Features
Cell-ontology markers
Features tested
27
Label tier
cell_type_tier_3
Marker output
114 rows
QC
Caveat
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 |
|---|---|---|---|---|
| Endothelial cell | PROX1 | 3.660 | 0.00e+0 | 0.00e+0 |
| Endothelial cell | CD31 | 3.269 | 0.00e+0 | 0.00e+0 |
| Endothelial cell | CD73 | 2.414 | 0.00e+0 | 0.00e+0 |
| Endothelial cell | CD206 | 2.349 | 0.00e+0 | 0.00e+0 |
| Endothelial cell | CD276 | 2.197 | 0.00e+0 | 0.00e+0 |
| Endothelial cell | SMA | 2.108 | 0.00e+0 | 0.00e+0 |
| Endothelial cell | IDO1 | 1.973 | 0.00e+0 | 0.00e+0 |
| Endothelial cell | LYVE1 | 1.951 | 0.00e+0 | 0.00e+0 |
| Endothelial cell | PODP | 1.568 | 0.00e+0 | 0.00e+0 |
| Endothelial cell | CD3 | 1.403 | 0.00e+0 | 0.00e+0 |
| Endothelial cell | ECAD | 1.248 | 0.00e+0 | 0.00e+0 |
| Endothelial cell | VMT | 1.224 | 0.00e+0 | 0.00e+0 |
| Endothelial cell | CD45 | 1.149 | 0.00e+0 | 0.00e+0 |
| Endothelial cell | CD8A | 0.955 | 0.00e+0 | 0.00e+0 |
| Endothelial cell | TIM3 | 0.877 | 0.00e+0 | 0.00e+0 |
| Endothelial cell | KI67 | 0.507 | 0.00e+0 | 0.00e+0 |
| Endothelial cell | PDL1 | 2.769 | 1.26e-277 | 8.55e-278 |
| Endothelial cell | GZYB | 0.670 | 2.47e-148 | 1.78e-148 |
| Endothelial cell | PDL2 | 2.944 | 1.01e-146 | 7.68e-147 |
| Endothelial cell | VISTA | 1.903 | 2.27e-128 | 1.81e-128 |
| Endothelial cell | FOXP3 | 2.495 | 6.60e-85 | 5.54e-85 |
| Endothelial cell | LAG3 | 3.344 | 4.34e-42 | 3.82e-42 |
| Endothelial cell | PD1 | 2.934 | 8.05e-28 | 7.41e-28 |
| Endothelial cell | COL1 | 0.279 | 5.91e-16 | 5.67e-16 |
| Endothelial cell | CD56 | 3.469 | 1.62e-4 | 1.62e-4 |
| T cell | CD3 | 2.500 | 0.00e+0 | 0.00e+0 |
| T cell | CD8A | 2.289 | 0.00e+0 | 0.00e+0 |
| T cell | CD45 | 1.654 | 0.00e+0 | 0.00e+0 |
| T cell | FOXP3 | 1.543 | 0.00e+0 | 0.00e+0 |
| T cell | PD1 | 1.256 | 0.00e+0 | 0.00e+0 |
| T cell | LAG3 | 1.174 | 0.00e+0 | 0.00e+0 |
| T cell | PROX1 | 1.027 | 0.00e+0 | 0.00e+0 |
| T cell | PDL1 | 0.870 | 0.00e+0 | 0.00e+0 |
| T cell | PDL2 | 0.869 | 0.00e+0 | 0.00e+0 |
| T cell | CD73 | 0.769 | 0.00e+0 | 0.00e+0 |
| T cell | CD276 | 0.722 | 0.00e+0 | 0.00e+0 |
| T cell | CD206 | 0.701 | 0.00e+0 | 0.00e+0 |
| T cell | IDO1 | 0.678 | 0.00e+0 | 0.00e+0 |
| T cell | VISTA | 0.619 | 0.00e+0 | 0.00e+0 |
| T cell | VMT | 0.589 | 0.00e+0 | 0.00e+0 |
| T cell | DNA1 | 0.546 | 0.00e+0 | 0.00e+0 |
| T cell | DNA3 | 0.543 | 0.00e+0 | 0.00e+0 |
| T cell | TIM3 | 0.479 | 0.00e+0 | 0.00e+0 |
| T cell | LYVE1 | 0.462 | 0.00e+0 | 0.00e+0 |
| T cell | CD56 | 1.010 | 3.36e-5 | 3.36e-5 |
| Immune cell, unspecified | CD56 | 2.401 | 0.00e+0 | 0.00e+0 |
| Immune cell, unspecified | LAG3 | 2.243 | 0.00e+0 | 0.00e+0 |
| Immune cell, unspecified | CD31 | 1.967 | 0.00e+0 | 0.00e+0 |
| Immune cell, unspecified | PDL2 | 1.955 | 0.00e+0 | 0.00e+0 |
| Immune cell, unspecified | PD1 | 1.951 | 0.00e+0 | 0.00e+0 |
| Immune cell, unspecified | PDL1 | 1.813 | 0.00e+0 | 0.00e+0 |
| Immune cell, unspecified | CD45 | 1.661 | 0.00e+0 | 0.00e+0 |
| Immune cell, unspecified | CD206 | 1.596 | 0.00e+0 | 0.00e+0 |
| Immune cell, unspecified | CD73 | 1.563 | 0.00e+0 | 0.00e+0 |
| Immune cell, unspecified | VISTA | 1.554 | 0.00e+0 | 0.00e+0 |
| Immune cell, unspecified | CD276 | 1.413 | 0.00e+0 | 0.00e+0 |
| Immune cell, unspecified | IDO1 | 1.349 | 0.00e+0 | 0.00e+0 |
| Immune cell, unspecified | GZYB | 0.915 | 0.00e+0 | 0.00e+0 |
| Immune cell, unspecified | VMT | 0.484 | 0.00e+0 | 0.00e+0 |
| Immune cell, unspecified | ECAD | 0.443 | 0.00e+0 | 0.00e+0 |
| Immune cell, unspecified | COL1 | 0.291 | 0.00e+0 | 0.00e+0 |
| Immune cell, unspecified | LYVE1 | 0.848 | 8.40e-139 | 7.14e-139 |
| Immune cell, unspecified | PROX1 | 2.213 | 2.28e-15 | 2.05e-15 |
| Immune cell, unspecified | TIM3 | 0.462 | 1.76e-3 | 1.67e-3 |
| Immune cell, unspecified | CD3 | 0.582 | 1.04e-2 | 1.04e-2 |
| Tumor/Malignant cell | ECAD | 2.336 | 0.00e+0 | 0.00e+0 |
| Tumor/Malignant cell | KI67 | 1.705 | 0.00e+0 | 0.00e+0 |
| Tumor/Malignant cell | PODP | 1.230 | 0.00e+0 | 0.00e+0 |
| Tumor/Malignant cell | CD56 | 1.188 | 0.00e+0 | 0.00e+0 |
| Tumor/Malignant cell | PDL2 | 0.919 | 0.00e+0 | 0.00e+0 |
| Tumor/Malignant cell | IDO1 | 0.810 | 0.00e+0 | 0.00e+0 |
| Tumor/Malignant cell | PDL1 | 0.680 | 0.00e+0 | 0.00e+0 |
| Tumor/Malignant cell | CD276 | 0.671 | 0.00e+0 | 0.00e+0 |
| Tumor/Malignant cell | PD1 | 0.634 | 0.00e+0 | 0.00e+0 |
| Tumor/Malignant cell | TIM3 | 0.624 | 0.00e+0 | 0.00e+0 |
| Tumor/Malignant cell | CD206 | 0.608 | 0.00e+0 | 0.00e+0 |
| Tumor/Malignant cell | GZYB | 0.576 | 0.00e+0 | 0.00e+0 |
| Tumor/Malignant cell | FOXP3 | 0.432 | 0.00e+0 | 0.00e+0 |
| Tumor/Malignant cell | CD73 | 0.269 | 0.00e+0 | 0.00e+0 |
| Tumor/Malignant cell | LAG3 | 0.947 | 7.50e-281 | 7.03e-281 |
| Tumor/Malignant cell | PROX1 | 0.922 | 1.24e-24 | 1.24e-24 |
| Other | PD1 | 2.138 | 0.00e+0 | 0.00e+0 |
| Other | CD31 | 1.937 | 0.00e+0 | 0.00e+0 |
| Other | VISTA | 1.414 | 0.00e+0 | 0.00e+0 |
| Other | IDO1 | 1.398 | 0.00e+0 | 0.00e+0 |
| Other | GZYB | 1.118 | 0.00e+0 | 0.00e+0 |
| Other | CD3 | 0.728 | 0.00e+0 | 0.00e+0 |
| Other | CD45 | 0.639 | 0.00e+0 | 0.00e+0 |
| Other | TIM3 | 0.413 | 0.00e+0 | 0.00e+0 |
| Other | CD206 | 1.647 | 2.07e-305 | 8.46e-306 |
| Other | CD8A | 0.488 | 1.22e-298 | 5.53e-299 |
| Other | FOXP3 | 1.723 | 2.07e-236 | 1.04e-236 |
| Other | KI67 | 0.392 | 2.22e-171 | 1.21e-171 |
| Other | PODP | 0.911 | 5.71e-137 | 3.37e-137 |
| Other | SMA | 0.618 | 8.18e-118 | 5.21e-118 |
| Other | ECAD | 0.779 | 4.52e-108 | 3.08e-108 |
| Other | CD73 | 1.588 | 2.43e-88 | 1.76e-88 |
| Other | PDL2 | 2.213 | 1.32e-52 | 1.02e-52 |
| Other | LAG3 | 2.495 | 5.89e-34 | 4.82e-34 |
| Other | CD56 | 2.660 | 8.74e-24 | 7.55e-24 |
| Other | PROX1 | 2.521 | 8.08e-23 | 7.35e-23 |
| Other | COL1 | 0.268 | 1.95e-15 | 1.86e-15 |
| Other | VMT | 0.255 | 8.25e-10 | 8.25e-10 |
| Stromal cell, unspecified | CD56 | 1.025 | 0.00e+0 | 0.00e+0 |
| Stromal cell, unspecified | COL1 | 0.925 | 0.00e+0 | 0.00e+0 |
| Stromal cell, unspecified | LAG3 | 0.892 | 0.00e+0 | 0.00e+0 |
| Stromal cell, unspecified | PROX1 | 0.850 | 0.00e+0 | 0.00e+0 |
| Stromal cell, unspecified | SMA | 0.756 | 0.00e+0 | 0.00e+0 |
| Stromal cell, unspecified | PDL2 | 0.682 | 0.00e+0 | 0.00e+0 |
| Stromal cell, unspecified | PD1 | 0.611 | 0.00e+0 | 0.00e+0 |
| Stromal cell, unspecified | PDL1 | 0.604 | 0.00e+0 | 0.00e+0 |
| Stromal cell, unspecified | CD206 | 0.401 | 0.00e+0 | 0.00e+0 |
| Stromal cell, unspecified | FOXP3 | 0.257 | 0.00e+0 | 0.00e+0 |
| Stromal cell, unspecified | CD73 | 0.461 | 9.05e-118 | 9.05e-118 |