Features
Cell-ontology markers
Features tested
52
Label tier
cell_type_tier_3
Marker output
213 rows
QC
Protein panel
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 |
|---|---|---|---|---|
| Fibroblast | HLA.DR | 11.316 | 0.00e+0 | 0.00e+0 |
| Fibroblast | CD56 | 2.568 | 3.19e-74 | 7.09e-75 |
| Fibroblast | PDPN | 3.678 | 1.90e-40 | 6.33e-41 |
| Fibroblast | CD44 | 4.273 | 8.09e-33 | 3.60e-33 |
| Fibroblast | TGFB1 | 0.806 | 2.55e-9 | 1.41e-9 |
| Fibroblast | BCL2 | 0.771 | 7.18e-9 | 4.79e-9 |
| Fibroblast | CD14 | 0.386 | 6.61e-3 | 5.14e-3 |
| Fibroblast | CD34 | 0.519 | 8.09e-3 | 7.19e-3 |
| Fibroblast | MastCellTryptase | 0.943 | 2.03e-2 | 2.03e-2 |
| Megakaryocyte | CD61 | 3.564 | 0.00e+0 | 0.00e+0 |
| Megakaryocyte | TGFB1 | 2.359 | 0.00e+0 | 0.00e+0 |
| Megakaryocyte | FOXC1 | 2.232 | 0.00e+0 | 0.00e+0 |
| Megakaryocyte | CD49F | 1.662 | 0.00e+0 | 0.00e+0 |
| Megakaryocyte | GATA1 | 1.487 | 0.00e+0 | 0.00e+0 |
| Megakaryocyte | CD34 | 0.761 | 0.00e+0 | 0.00e+0 |
| Megakaryocyte | CD71 | 0.561 | 0.00e+0 | 0.00e+0 |
| Megakaryocyte | PAX5 | 0.272 | 0.00e+0 | 0.00e+0 |
| Megakaryocyte | OXPHOS | 0.299 | 8.84e-248 | 7.96e-248 |
| Megakaryocyte | CXCR4 | 0.299 | 1.28e-132 | 1.28e-132 |
| Pericyte/Smooth muscle | ASMA | 3.520 | 0.00e+0 | 0.00e+0 |
| Pericyte/Smooth muscle | CD146 | 2.096 | 0.00e+0 | 0.00e+0 |
| Pericyte/Smooth muscle | VIM | 0.975 | 0.00e+0 | 0.00e+0 |
| Pericyte/Smooth muscle | CD49F | 0.713 | 0.00e+0 | 0.00e+0 |
| Pericyte/Smooth muscle | CXCL12 | 0.483 | 0.00e+0 | 0.00e+0 |
| Pericyte/Smooth muscle | BCL2 | 0.345 | 0.00e+0 | 0.00e+0 |
| Pericyte/Smooth muscle | CD90 | 0.674 | 4.35e-200 | 3.04e-200 |
| Pericyte/Smooth muscle | CD14 | 0.377 | 2.09e-163 | 1.67e-163 |
| Pericyte/Smooth muscle | CD271 | 0.478 | 2.85e-161 | 2.57e-161 |
| Pericyte/Smooth muscle | HLA-DR | 0.389 | 3.04e-47 | 3.04e-47 |
| Other | MastCellTryptase | 3.403 | 0.00e+0 | 0.00e+0 |
| Other | CD79A | 1.982 | 0.00e+0 | 0.00e+0 |
| Other | CD90 | 1.720 | 0.00e+0 | 0.00e+0 |
| Other | FOXC1 | 1.614 | 0.00e+0 | 0.00e+0 |
| Other | PDPN | 1.343 | 0.00e+0 | 0.00e+0 |
| Other | SPINK2 | 0.849 | 0.00e+0 | 0.00e+0 |
| Other | CD117 | 0.820 | 0.00e+0 | 0.00e+0 |
| Other | CXCR4 | 0.756 | 0.00e+0 | 0.00e+0 |
| Other | TGFB1 | 0.664 | 0.00e+0 | 0.00e+0 |
| Other | CD271 | 0.579 | 0.00e+0 | 0.00e+0 |
| Other | CD61 | 0.489 | 0.00e+0 | 0.00e+0 |
| Other | CD19 | 0.448 | 0.00e+0 | 0.00e+0 |
| Other | GATA1 | 0.401 | 0.00e+0 | 0.00e+0 |
| Other | CD45RA | 0.342 | 0.00e+0 | 0.00e+0 |
| Other | CD49F | 0.329 | 0.00e+0 | 0.00e+0 |
| Other | CD11C | 0.304 | 0.00e+0 | 0.00e+0 |
| Other | BCAT | 0.251 | 0.00e+0 | 0.00e+0 |
| Other | CD123 | 0.321 | 5.83e-109 | 5.83e-109 |
| Tumor/Malignant cell | CD56 | 3.066 | 0.00e+0 | 0.00e+0 |
| Tumor/Malignant cell | NPM1C | 2.571 | 0.00e+0 | 0.00e+0 |
| Tumor/Malignant cell | SPINK2 | 0.625 | 0.00e+0 | 0.00e+0 |
| Tumor/Malignant cell | CD90 | 0.490 | 0.00e+0 | 0.00e+0 |
| Tumor/Malignant cell | CD49F | 0.335 | 0.00e+0 | 0.00e+0 |
| Tumor/Malignant cell | MPO | 0.264 | 0.00e+0 | 0.00e+0 |
| Tumor/Malignant cell | OXPHOS | 0.259 | 0.00e+0 | 0.00e+0 |
| Erythroid progenitor cell | CD34 | 2.984 | 0.00e+0 | 0.00e+0 |
| Erythroid progenitor cell | SPINK2 | 1.641 | 5.38e-222 | 6.33e-223 |
| Erythroid progenitor cell | GATA1 | 0.472 | 4.15e-214 | 7.33e-215 |
| Erythroid progenitor cell | PDPN | 0.702 | 3.36e-158 | 7.92e-159 |
| Erythroid progenitor cell | PAX5 | 0.416 | 4.24e-127 | 1.25e-127 |
| Erythroid progenitor cell | PLP1 | 0.511 | 5.30e-125 | 1.87e-125 |
| Erythroid progenitor cell | BCAT | 0.592 | 2.96e-108 | 1.22e-108 |
| Erythroid progenitor cell | CD19 | 0.706 | 5.65e-107 | 2.66e-107 |
| Erythroid progenitor cell | MastCellTryptase | 0.616 | 3.17e-96 | 1.68e-96 |
| Erythroid progenitor cell | CD44 | 0.881 | 1.18e-94 | 6.95e-95 |
| Erythroid progenitor cell | CXCR4 | 0.348 | 3.56e-77 | 2.30e-77 |
| Erythroid progenitor cell | FOXC1 | 0.549 | 1.37e-76 | 9.67e-77 |
| Erythroid progenitor cell | OXPHOS | 0.337 | 3.14e-70 | 2.40e-70 |
| Erythroid progenitor cell | CD71 | 0.275 | 4.74e-69 | 3.90e-69 |
| Erythroid progenitor cell | CD10 | 0.388 | 1.69e-61 | 1.49e-61 |
| Erythroid progenitor cell | GYPC | 0.277 | 2.50e-39 | 2.35e-39 |
| Erythroid progenitor cell | CD123 | 0.317 | 1.35e-17 | 1.35e-17 |
| Hematopoietic stem/progenitor cell | CD34 | 2.771 | 0.00e+0 | 0.00e+0 |
| Hematopoietic stem/progenitor cell | CD44 | 1.474 | 0.00e+0 | 0.00e+0 |
| Hematopoietic stem/progenitor cell | SPINK2 | 1.149 | 0.00e+0 | 0.00e+0 |
| Hematopoietic stem/progenitor cell | PDPN | 0.459 | 0.00e+0 | 0.00e+0 |
| B cell | CD79A | 2.706 | 0.00e+0 | 0.00e+0 |
| B cell | PAX5 | 1.764 | 0.00e+0 | 0.00e+0 |
| B cell | HLA-DR | 1.094 | 0.00e+0 | 0.00e+0 |
| B cell | CD45RA | 1.051 | 0.00e+0 | 0.00e+0 |
| B cell | CD19 | 0.630 | 0.00e+0 | 0.00e+0 |
| B cell | CD117 | 0.576 | 0.00e+0 | 0.00e+0 |
| B cell | BCL2 | 0.449 | 0.00e+0 | 0.00e+0 |
| B cell | CD44 | 0.274 | 0.00e+0 | 0.00e+0 |
| Endothelial cell | CD34 | 2.555 | 0.00e+0 | 0.00e+0 |
| Endothelial cell | VECAD | 1.428 | 0.00e+0 | 0.00e+0 |
| Endothelial cell | CD146 | 1.097 | 0.00e+0 | 0.00e+0 |
| Endothelial cell | CD49F | 0.815 | 0.00e+0 | 0.00e+0 |
| Endothelial cell | BCAT | 0.779 | 0.00e+0 | 0.00e+0 |
| Endothelial cell | VIM | 0.705 | 0.00e+0 | 0.00e+0 |
| Endothelial cell | ASMA | 0.592 | 0.00e+0 | 0.00e+0 |
| Endothelial cell | CD90 | 0.571 | 0.00e+0 | 0.00e+0 |
| Endothelial cell | CD4 | 0.299 | 0.00e+0 | 0.00e+0 |
| Endothelial cell | CD14 | 0.293 | 0.00e+0 | 0.00e+0 |
| Endothelial cell | CD271 | 0.292 | 0.00e+0 | 0.00e+0 |
| Endothelial cell | PDPN | 0.253 | 0.00e+0 | 0.00e+0 |
| Endothelial cell | CXCL12 | 0.390 | 1.92e-244 | 1.78e-244 |
| Endothelial cell | CD56 | 0.450 | 7.99e-123 | 7.99e-123 |
| T cell | CD8 | 2.483 | 0.00e+0 | 0.00e+0 |
| T cell | CD3e | 2.142 | 0.00e+0 | 0.00e+0 |
| T cell | BCL2 | 1.306 | 0.00e+0 | 0.00e+0 |
| T cell | CD44 | 1.208 | 0.00e+0 | 0.00e+0 |
| T cell | CD4 | 1.165 | 0.00e+0 | 0.00e+0 |
| T cell | CD117 | 1.072 | 0.00e+0 | 0.00e+0 |
| T cell | CD45 | 1.064 | 0.00e+0 | 0.00e+0 |
| T cell | CXCR4 | 0.643 | 0.00e+0 | 0.00e+0 |
| T cell | CD19 | 0.588 | 0.00e+0 | 0.00e+0 |
| T cell | CD45RA | 0.412 | 0.00e+0 | 0.00e+0 |
| T cell | CXCL12 | 0.319 | 0.00e+0 | 0.00e+0 |
| Mesenchymal stromal cell | CD90 | 1.949 | 0.00e+0 | 0.00e+0 |
| Mesenchymal stromal cell | FOXC1 | 1.863 | 0.00e+0 | 0.00e+0 |
| Mesenchymal stromal cell | VIM | 1.733 | 0.00e+0 | 0.00e+0 |
| Mesenchymal stromal cell | CXCL12 | 1.416 | 0.00e+0 | 0.00e+0 |
| Mesenchymal stromal cell | CD49F | 1.154 | 0.00e+0 | 0.00e+0 |
| Mesenchymal stromal cell | CD271 | 0.998 | 0.00e+0 | 0.00e+0 |
| Mesenchymal stromal cell | VCAM1 | 0.777 | 0.00e+0 | 0.00e+0 |
| Mesenchymal stromal cell | BCAT | 0.437 | 0.00e+0 | 0.00e+0 |
| Mesenchymal stromal cell | CD146 | 0.418 | 0.00e+0 | 0.00e+0 |
| Mesenchymal stromal cell | CD14 | 0.286 | 0.00e+0 | 0.00e+0 |
| Mesenchymal stromal cell | CD56 | 0.412 | 1.69e-3 | 1.69e-3 |
| Plasma cell | CD38 | 1.925 | 0.00e+0 | 0.00e+0 |
| Plasma cell | CD79A | 1.889 | 0.00e+0 | 0.00e+0 |
| Plasma cell | CD11B | 1.061 | 0.00e+0 | 0.00e+0 |
| Plasma cell | BCL2 | 0.949 | 0.00e+0 | 0.00e+0 |
| Plasma cell | CD33 | 0.737 | 0.00e+0 | 0.00e+0 |
| Plasma cell | CD34 | 0.729 | 0.00e+0 | 0.00e+0 |
| Plasma cell | CD56 | 0.684 | 0.00e+0 | 0.00e+0 |
| Plasma cell | CD90 | 0.604 | 0.00e+0 | 0.00e+0 |
| Plasma cell | VIM | 0.520 | 0.00e+0 | 0.00e+0 |
| Plasma cell | OXPHOS | 0.454 | 0.00e+0 | 0.00e+0 |
| Plasma cell | CD138 | 0.412 | 0.00e+0 | 0.00e+0 |
| Plasma cell | CD49F | 0.387 | 0.00e+0 | 0.00e+0 |
| Plasma cell | CXCL12 | 0.334 | 0.00e+0 | 0.00e+0 |
| Plasma cell | CD117 | 0.277 | 0.00e+0 | 0.00e+0 |
| Plasma cell | CD146 | 0.270 | 0.00e+0 | 0.00e+0 |
| Plasma cell | PLP1 | 0.259 | 0.00e+0 | 0.00e+0 |
| Plasma cell | NPM1C | 0.542 | 1.14e-261 | 1.14e-261 |
| Macrophage | CD163 | 1.514 | 0.00e+0 | 0.00e+0 |
| Macrophage | VCAM1 | 0.968 | 0.00e+0 | 0.00e+0 |
| Macrophage | CD68 | 0.744 | 0.00e+0 | 0.00e+0 |
| Macrophage | CD4 | 0.565 | 0.00e+0 | 0.00e+0 |
| Macrophage | CD11C | 0.527 | 0.00e+0 | 0.00e+0 |
| Macrophage | HLA-DR | 0.348 | 0.00e+0 | 0.00e+0 |
| Macrophage | VIM | 0.272 | 0.00e+0 | 0.00e+0 |
| Dendritic cell | CD123 | 1.501 | 0.00e+0 | 0.00e+0 |
| Dendritic cell | CD56 | 1.008 | 0.00e+0 | 0.00e+0 |
| Dendritic cell | CD45RA | 0.922 | 0.00e+0 | 0.00e+0 |
| Dendritic cell | CD44 | 0.681 | 0.00e+0 | 0.00e+0 |
| Dendritic cell | CD4 | 0.402 | 0.00e+0 | 0.00e+0 |
| Dendritic cell | BCL2 | 0.290 | 0.00e+0 | 0.00e+0 |
| Dendritic cell | NPM1C | 0.414 | 4.34e-177 | 3.80e-177 |
| Dendritic cell | SPINK2 | 0.392 | 3.24e-88 | 3.24e-88 |
| Monocyte | CD14 | 1.485 | 0.00e+0 | 0.00e+0 |
| Monocyte | CD11C | 1.170 | 0.00e+0 | 0.00e+0 |
| Monocyte | HLA-DR | 0.946 | 0.00e+0 | 0.00e+0 |
| Monocyte | CD44 | 0.737 | 0.00e+0 | 0.00e+0 |
| Monocyte | CD45 | 0.720 | 0.00e+0 | 0.00e+0 |
| Monocyte | CD49F | 0.571 | 0.00e+0 | 0.00e+0 |
| Monocyte | VIM | 0.541 | 0.00e+0 | 0.00e+0 |
| Monocyte | CD56 | 0.504 | 0.00e+0 | 0.00e+0 |
| Monocyte | CD45RA | 0.434 | 0.00e+0 | 0.00e+0 |
| Monocyte | CD117 | 0.405 | 0.00e+0 | 0.00e+0 |
| Monocyte | CXCL12 | 0.382 | 0.00e+0 | 0.00e+0 |
| Monocyte | CD11B | 0.298 | 0.00e+0 | 0.00e+0 |
| Monocyte | CD68 | 0.288 | 0.00e+0 | 0.00e+0 |
| Monocyte | CD123 | 0.280 | 0.00e+0 | 0.00e+0 |
| Monocyte | BCL2 | 0.275 | 0.00e+0 | 0.00e+0 |
| Myeloid cell, unspecified | CD15 | 1.476 | 0.00e+0 | 0.00e+0 |
| Myeloid cell, unspecified | HIF1A | 1.375 | 0.00e+0 | 0.00e+0 |
| Myeloid cell, unspecified | CD141 | 1.192 | 0.00e+0 | 0.00e+0 |
| Myeloid cell, unspecified | MPO | 1.147 | 0.00e+0 | 0.00e+0 |
| Myeloid cell, unspecified | VECAD | 0.847 | 0.00e+0 | 0.00e+0 |
| Myeloid cell, unspecified | CD33 | 0.666 | 0.00e+0 | 0.00e+0 |
| Myeloid cell, unspecified | CD11B | 0.354 | 0.00e+0 | 0.00e+0 |
| Myeloid cell, unspecified | CD68 | 0.335 | 0.00e+0 | 0.00e+0 |
| Bone-forming stromal cell | VIM | 1.459 | 0.00e+0 | 0.00e+0 |
| Bone-forming stromal cell | CD271 | 1.292 | 0.00e+0 | 0.00e+0 |
| Bone-forming stromal cell | CD90 | 1.099 | 0.00e+0 | 0.00e+0 |
| Bone-forming stromal cell | BCAT | 0.799 | 0.00e+0 | 0.00e+0 |
| Bone-forming stromal cell | ASMA | 0.749 | 0.00e+0 | 0.00e+0 |
| Bone-forming stromal cell | CD49F | 0.738 | 0.00e+0 | 0.00e+0 |
| Bone-forming stromal cell | CXCL12 | 0.708 | 0.00e+0 | 0.00e+0 |
| Bone-forming stromal cell | CD138 | 0.663 | 0.00e+0 | 0.00e+0 |
| Bone-forming stromal cell | CD14 | 0.497 | 0.00e+0 | 0.00e+0 |
| Bone-forming stromal cell | CD71 | 0.368 | 1.87e-182 | 1.70e-182 |
| Bone-forming stromal cell | CD56 | 2.485 | 7.65e-7 | 7.65e-7 |
| Adipocyte | CD146 | 1.007 | 0.00e+0 | 0.00e+0 |
| Adipocyte | VIM | 0.675 | 0.00e+0 | 0.00e+0 |
| Adipocyte | CD271 | 0.454 | 0.00e+0 | 0.00e+0 |
| Adipocyte | CXCL12 | 0.343 | 0.00e+0 | 0.00e+0 |
| Adipocyte | FOXC1 | 1.101 | 2.07e-99 | 1.73e-99 |
| Adipocyte | CD56 | 0.325 | 1.25e-8 | 1.25e-8 |
| Erythroid cell | GYPC | 0.804 | 0.00e+0 | 0.00e+0 |
| Erythroid cell | GATA1 | 0.770 | 0.00e+0 | 0.00e+0 |
| Erythroid cell | BCAT | 0.732 | 0.00e+0 | 0.00e+0 |
| Erythroid cell | CD10 | 0.687 | 0.00e+0 | 0.00e+0 |
| Erythroid cell | VCAM1 | 0.671 | 0.00e+0 | 0.00e+0 |
| Erythroid cell | CD71 | 0.506 | 0.00e+0 | 0.00e+0 |
| Erythroid cell | FOXC1 | 0.447 | 0.00e+0 | 0.00e+0 |
| Erythroid cell | SPINK2 | 0.444 | 0.00e+0 | 0.00e+0 |
| Erythroid cell | CD163 | 0.437 | 0.00e+0 | 0.00e+0 |
| Erythroid cell | CXCR4 | 0.315 | 0.00e+0 | 0.00e+0 |
| Glial cell | PLP1 | 1.337 | 1.79e-33 | 1.49e-34 |
| Glial cell | CD146 | 2.533 | 6.95e-33 | 1.16e-33 |
| Glial cell | CD49F | 2.069 | 3.64e-29 | 9.09e-30 |
| Glial cell | VIM | 1.738 | 3.96e-29 | 1.32e-29 |
| Glial cell | CXCL12 | 1.299 | 1.34e-25 | 5.60e-26 |
| Glial cell | CD271 | 2.603 | 6.78e-21 | 3.39e-21 |
| Glial cell | BCAT | 1.348 | 9.87e-20 | 5.76e-20 |
| Glial cell | CD90 | 1.906 | 1.19e-18 | 7.95e-19 |
| Glial cell | BCL2 | 0.703 | 1.74e-18 | 1.30e-18 |
| Glial cell | CD14 | 0.593 | 2.73e-18 | 2.27e-18 |
| Glial cell | ASMA | 2.272 | 5.42e-15 | 4.97e-15 |
| Glial cell | CD34 | 1.687 | 2.60e-2 | 2.60e-2 |