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@@ -6,7 +6,7 @@ tags:
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  - genomics
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  - single-cell
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  - anndata_version:0.11.3
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- - python_version:3.11.11
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  - popV
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  - 'tissue: diverse'
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  ---
@@ -32,307 +32,307 @@ computed on a 10% random subset of the data that was not used for training.
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  | Cell Type | N cells | celltypist | knn bbknn | knn harmony | knn on scvi | onclass | scanvi | svm | xgboost | Consensus Prediction |
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  | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- |
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- | B cell | 3687 | 0.86 | 0.90 | 0.86 | 0.86 | 0.00 | 0.89 | 0.75 | 0.78 | 0.91 |
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- | mesenchymal stem cell | 1678 | 0.87 | 0.88 | 0.89 | 0.68 | 0.00 | 0.69 | 0.91 | 0.87 | 0.93 |
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- | basal cell of epidermis | 1499 | 0.85 | 0.88 | 0.81 | 0.84 | 0.00 | 0.84 | 0.86 | 0.82 | 0.90 |
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- | granulocyte | 1556 | 0.81 | 0.86 | 0.79 | 0.74 | 0.00 | 0.78 | 0.74 | 0.80 | 0.88 |
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- | endothelial cell | 1478 | 0.88 | 0.88 | 0.82 | 0.74 | 0.00 | 0.79 | 0.90 | 0.85 | 0.93 |
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- | microglial cell | 1293 | 0.99 | 0.99 | 0.96 | 0.99 | 0.00 | 0.98 | 0.99 | 0.99 | 1.00 |
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- | T cell | 1244 | 0.75 | 0.80 | 0.63 | 0.58 | 0.00 | 0.67 | 0.62 | 0.73 | 0.82 |
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- | keratinocyte | 1254 | 0.85 | 0.89 | 0.81 | 0.80 | 0.00 | 0.86 | 0.88 | 0.85 | 0.91 |
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- | macrophage | 971 | 0.47 | 0.68 | 0.59 | 0.51 | 0.00 | 0.48 | 0.53 | 0.56 | 0.71 |
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- | classical monocyte | 765 | 0.75 | 0.60 | 0.61 | 0.56 | 0.00 | 0.78 | 0.79 | 0.83 | 0.88 |
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- | granulocytopoietic cell | 807 | 0.67 | 0.77 | 0.62 | 0.51 | 0.00 | 0.46 | 0.68 | 0.75 | 0.80 |
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- | bladder urothelial cell | 680 | 0.98 | 0.99 | 0.96 | 0.85 | 0.00 | 0.96 | 1.00 | 0.98 | 0.99 |
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- | mesenchymal stem cell of adipose tissue | 650 | 0.74 | 0.84 | 0.72 | 0.51 | 0.00 | 0.54 | 0.90 | 0.80 | 0.88 |
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- | fibroblast of cardiac tissue | 613 | 0.96 | 0.94 | 0.80 | 0.46 | 0.00 | 0.66 | 0.95 | 0.91 | 0.96 |
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- | endothelial cell of coronary artery | 624 | 0.81 | 0.86 | 0.63 | 0.58 | 0.00 | 0.77 | 0.89 | 0.84 | 0.91 |
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- | skeletal muscle satellite cell | 465 | 0.98 | 0.98 | 0.95 | 0.97 | 0.00 | 0.96 | 0.97 | 0.97 | 0.98 |
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- | proerythroblast | 435 | 0.52 | 0.56 | 0.51 | 0.22 | 0.00 | 0.26 | 0.51 | 0.60 | 0.64 |
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- | kidney proximal convoluted tubule epithelial cell | 445 | 0.84 | 0.87 | 0.34 | 0.82 | 0.00 | 0.75 | 0.87 | 0.88 | 0.89 |
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- | bronchial smooth muscle cell | 454 | 0.96 | 0.96 | 0.84 | 0.91 | 0.00 | 0.92 | 0.97 | 0.94 | 0.96 |
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- | myeloid cell | 413 | 0.44 | 0.60 | 0.41 | 0.42 | 0.00 | 0.25 | 0.70 | 0.68 | 0.69 |
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- | hepatocyte | 377 | 0.98 | 0.98 | 0.98 | 0.97 | 0.00 | 0.98 | 0.99 | 0.98 | 0.99 |
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- | type B pancreatic cell | 428 | 0.97 | 0.98 | 0.96 | 0.98 | 0.00 | 0.98 | 0.99 | 0.98 | 0.99 |
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- | bladder cell | 411 | 0.97 | 0.95 | 0.97 | 0.58 | 0.00 | 0.84 | 0.98 | 0.96 | 0.98 |
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- | promonocyte | 365 | 0.65 | 0.72 | 0.66 | 0.61 | 0.00 | 0.58 | 0.74 | 0.78 | 0.82 |
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- | DN4 thymocyte | 425 | 0.39 | 0.53 | 0.38 | 0.31 | 0.00 | 0.23 | 0.58 | 0.63 | 0.62 |
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- | basal cell | 384 | 0.98 | 0.97 | 0.97 | 0.92 | 0.00 | 0.96 | 0.98 | 0.96 | 0.98 |
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- | monocyte | 350 | 0.60 | 0.57 | 0.48 | 0.31 | 0.00 | 0.37 | 0.73 | 0.76 | 0.84 |
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- | enterocyte of epithelium of large intestine | 374 | 0.92 | 0.93 | 0.84 | 0.92 | 0.00 | 0.92 | 0.94 | 0.92 | 0.95 |
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- | thymocyte | 370 | 0.82 | 0.74 | 0.59 | 0.82 | 0.00 | 0.87 | 0.89 | 0.92 | 0.88 |
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- | epithelial cell of proximal tubule | 342 | 0.84 | 0.82 | 0.78 | 0.76 | 0.00 | 0.82 | 0.85 | 0.85 | 0.85 |
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- | natural killer cell | 352 | 0.84 | 0.82 | 0.68 | 0.68 | 0.00 | 0.74 | 0.74 | 0.80 | 0.85 |
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- | naive B cell | 341 | 0.46 | 0.22 | 0.40 | 0.36 | 0.00 | 0.48 | 0.49 | 0.56 | 0.58 |
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- | hematopoietic stem cell | 337 | 0.92 | 0.93 | 0.88 | 0.88 | 0.00 | 0.88 | 0.94 | 0.93 | 0.94 |
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- | mature NK T cell | 321 | 0.57 | 0.64 | 0.46 | 0.32 | 0.00 | 0.59 | 0.59 | 0.70 | 0.71 |
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- | fibroblast | 309 | 0.20 | 0.25 | 0.53 | 0.31 | 0.00 | 0.32 | 0.56 | 0.54 | 0.52 |
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- | stromal cell | 331 | 0.61 | 0.49 | 0.86 | 0.33 | 0.00 | 0.37 | 0.85 | 0.71 | 0.86 |
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- | keratinocyte stem cell | 321 | 0.95 | 0.95 | 0.84 | 0.87 | 0.00 | 0.93 | 0.96 | 0.91 | 0.96 |
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- | erythroblast | 291 | 0.60 | 0.69 | 0.66 | 0.56 | 0.00 | 0.54 | 0.66 | 0.71 | 0.76 |
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- | Kupffer cell | 280 | 0.98 | 0.95 | 0.71 | 0.42 | 0.00 | 0.83 | 0.98 | 0.94 | 0.97 |
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- | megakaryocyte-erythroid progenitor cell | 244 | 0.53 | 0.62 | 0.45 | 0.41 | 0.00 | 0.57 | 0.55 | 0.66 | 0.69 |
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- | pancreatic acinar cell | 235 | 0.95 | 0.95 | 0.93 | 0.97 | 0.00 | 0.98 | 0.99 | 0.99 | 0.98 |
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- | luminal epithelial cell of mammary gland | 300 | 0.94 | 0.94 | 0.98 | 0.87 | 0.00 | 0.92 | 0.97 | 0.93 | 0.97 |
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- | professional antigen presenting cell | 257 | 0.05 | 0.02 | 0.09 | 0.01 | 0.00 | 0.01 | 0.41 | 0.36 | 0.06 |
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- | epidermal cell | 219 | 0.84 | 0.85 | 0.75 | 0.84 | 0.00 | 0.84 | 0.86 | 0.86 | 0.90 |
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- | hematopoietic precursor cell | 216 | 0.63 | 0.74 | 0.39 | 0.24 | 0.00 | 0.55 | 0.71 | 0.78 | 0.80 |
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- | oligodendrocyte | 224 | 0.96 | 0.98 | 0.97 | 0.99 | 0.00 | 0.99 | 0.99 | 0.99 | 0.99 |
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- | fibroblast of lung | 216 | 0.98 | 0.96 | 0.94 | 0.90 | 0.00 | 0.95 | 0.98 | 0.94 | 0.99 |
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- | CD8-positive, alpha-beta T cell | 183 | 0.35 | 0.52 | 0.28 | 0.32 | 0.00 | 0.44 | 0.48 | 0.57 | 0.64 |
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- | epithelial cell of large intestine | 174 | 0.74 | 0.79 | 0.57 | 0.68 | 0.00 | 0.73 | 0.85 | 0.82 | 0.83 |
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- | intestinal crypt stem cell | 199 | 0.84 | 0.86 | 0.69 | 0.80 | 0.00 | 0.82 | 0.87 | 0.82 | 0.87 |
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- | chondrocyte | 179 | 0.60 | 0.61 | 0.78 | 0.68 | 0.00 | 0.64 | 0.85 | 0.85 | 0.69 |
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- | immature T cell | 181 | 0.72 | 0.03 | 0.12 | 0.61 | 0.00 | 0.79 | 0.82 | 0.88 | 0.77 |
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- | precursor B cell | 192 | 0.66 | 0.88 | 0.55 | 0.62 | 0.00 | 0.66 | 0.78 | 0.84 | 0.84 |
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- | intermediate monocyte | 167 | 0.34 | 0.12 | 0.36 | 0.24 | 0.00 | 0.63 | 0.53 | 0.58 | 0.64 |
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- | large intestine goblet cell | 163 | 0.79 | 0.85 | 0.79 | 0.76 | 0.00 | 0.81 | 0.91 | 0.86 | 0.88 |
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- | CD4-positive, alpha-beta T cell | 164 | 0.25 | 0.38 | 0.22 | 0.26 | 0.00 | 0.38 | 0.33 | 0.45 | 0.55 |
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- | smooth muscle cell | 167 | 0.59 | 0.79 | 0.66 | 0.61 | 0.00 | 0.73 | 0.84 | 0.81 | 0.77 |
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- | leukocyte | 156 | 0.52 | 0.59 | 0.35 | 0.18 | 0.00 | 0.32 | 0.62 | 0.68 | 0.77 |
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- | plasma cell | 143 | 0.48 | 0.66 | 0.47 | 0.41 | 0.00 | 0.60 | 0.52 | 0.60 | 0.71 |
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- | lymphocyte | 173 | 0.18 | 0.20 | 0.31 | 0.13 | 0.00 | 0.00 | 0.23 | 0.38 | 0.35 |
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- | naive T cell | 146 | 0.79 | 0.85 | 0.85 | 0.82 | 0.00 | 0.84 | 0.86 | 0.86 | 0.87 |
96
- | kidney loop of Henle thick ascending limb epithelial cell | 141 | 0.92 | 0.91 | 0.66 | 0.79 | 0.00 | 0.42 | 0.89 | 0.92 | 0.94 |
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- | immature B cell | 147 | 0.71 | 0.76 | 0.57 | 0.69 | 0.00 | 0.58 | 0.52 | 0.71 | 0.82 |
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- | alveolar macrophage | 134 | 0.93 | 0.93 | 0.90 | 0.89 | 0.00 | 0.93 | 0.95 | 0.90 | 0.94 |
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- | endothelial cell of hepatic sinusoid | 122 | 0.95 | 0.93 | 0.89 | 0.81 | 0.00 | 0.86 | 0.98 | 0.93 | 0.96 |
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- | lung macrophage | 106 | 0.87 | 0.09 | 0.30 | 0.00 | 0.00 | 0.81 | 0.87 | 0.81 | 0.94 |
101
- | non-classical monocyte | 114 | 0.60 | 0.73 | 0.41 | 0.56 | 0.00 | 0.69 | 0.78 | 0.70 | 0.75 |
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- | endocardial cell | 113 | 0.92 | 0.92 | 0.88 | 0.85 | 0.00 | 0.79 | 0.92 | 0.85 | 0.93 |
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- | double negative thymocyte | 105 | 0.55 | 0.00 | 0.31 | 0.20 | 0.00 | 0.64 | 0.72 | 0.81 | 0.83 |
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- | late pro-B cell | 92 | 0.80 | 0.82 | 0.37 | 0.54 | 0.00 | 0.59 | 0.68 | 0.80 | 0.90 |
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- | kidney collecting duct principal cell | 105 | 0.64 | 0.86 | 0.78 | 0.86 | 0.00 | 0.84 | 0.91 | 0.85 | 0.89 |
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- | basal epithelial cell of tracheobronchial tree | 87 | 0.89 | 0.77 | 0.83 | 0.49 | 0.00 | 0.57 | 0.93 | 0.86 | 0.93 |
107
- | mesenchymal cell | 91 | 0.20 | 0.00 | 0.14 | 0.11 | 0.00 | 0.12 | 0.45 | 0.49 | 0.42 |
108
- | pancreatic A cell | 81 | 0.61 | 0.77 | 0.44 | 0.83 | 0.00 | 0.80 | 0.91 | 0.89 | 0.86 |
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- | adventitial cell | 63 | 0.69 | 0.62 | 0.45 | 0.07 | 0.00 | 0.23 | 0.76 | 0.54 | 0.81 |
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- | epithelial cell | 52 | 0.38 | 0.07 | 0.46 | 0.38 | 0.00 | 0.27 | 0.51 | 0.49 | 0.62 |
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- | kidney distal convoluted tubule epithelial cell | 80 | 0.76 | 0.86 | 0.62 | 0.63 | 0.00 | 0.86 | 0.87 | 0.86 | 0.87 |
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- | neutrophil | 73 | 0.54 | 0.68 | 0.46 | 0.18 | 0.00 | 0.28 | 0.66 | 0.58 | 0.68 |
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- | pancreatic ductal cell | 55 | 0.98 | 0.81 | 0.78 | 0.93 | 0.00 | 0.96 | 0.96 | 0.96 | 0.98 |
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- | myeloid dendritic cell | 54 | 0.36 | 0.58 | 0.40 | 0.33 | 0.00 | 0.42 | 0.69 | 0.62 | 0.68 |
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- | astrocyte | 70 | 0.93 | 0.95 | 0.98 | 0.98 | 0.00 | 0.99 | 0.99 | 0.96 | 0.99 |
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- | secretory cell | 52 | 0.21 | 0.49 | 0.37 | 0.45 | 0.00 | 0.65 | 0.87 | 0.77 | 0.70 |
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- | myeloid leukocyte | 56 | 0.69 | 0.41 | 0.42 | 0.27 | 0.00 | 0.31 | 0.44 | 0.57 | 0.80 |
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- | plasmatocyte | 48 | 0.55 | 0.78 | 0.63 | 0.76 | 0.00 | 0.61 | 0.88 | 0.83 | 0.87 |
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- | brain pericyte | 56 | 0.00 | 0.77 | 0.56 | 0.76 | 0.00 | 0.87 | 0.97 | 0.84 | 0.95 |
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- | neuron | 48 | 0.59 | 0.62 | 0.66 | 0.65 | 0.00 | 0.72 | 0.90 | 0.81 | 0.87 |
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- | vein endothelial cell | 49 | 0.67 | 0.81 | 0.64 | 0.26 | 0.00 | 0.74 | 0.86 | 0.72 | 0.85 |
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- | kidney collecting duct epithelial cell | 49 | 0.00 | 0.63 | 0.20 | 0.56 | 0.00 | 0.39 | 0.78 | 0.85 | 0.91 |
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- | pancreatic D cell | 46 | 0.00 | 0.76 | 0.52 | 0.89 | 0.00 | 0.95 | 0.96 | 0.96 | 0.97 |
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- | aortic endothelial cell | 12 | 0.08 | 0.12 | 0.18 | 0.21 | 0.00 | 0.14 | 0.13 | 0.08 | 0.37 |
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- | brush cell | 37 | 0.78 | 0.59 | 0.35 | 0.68 | 0.00 | 0.80 | 0.72 | 0.73 | 0.81 |
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- | erythroid progenitor cell, mammalian | 48 | 0.57 | 0.00 | 0.18 | 0.05 | 0.00 | 0.26 | 0.79 | 0.65 | 0.49 |
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- | regular atrial cardiac myocyte | 35 | 0.00 | 0.58 | 0.44 | 0.44 | 0.00 | 0.37 | 0.52 | 0.66 | 0.77 |
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- | kidney cortex artery cell | 40 | 0.00 | 0.83 | 0.58 | 0.24 | 0.00 | 0.62 | 0.83 | 0.62 | 0.85 |
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- | erythrocyte | 44 | 0.63 | 0.63 | 0.64 | 0.63 | 0.00 | 0.67 | 0.74 | 0.85 | 0.80 |
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- | mesangial cell | 32 | 0.00 | 0.58 | 0.22 | 0.28 | 0.00 | 0.50 | 0.66 | 0.59 | 0.81 |
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- | kidney loop of Henle ascending limb epithelial cell | 32 | 0.56 | 0.59 | 0.43 | 0.33 | 0.00 | 0.35 | 0.72 | 0.67 | 0.74 |
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- | cardiac muscle cell | 32 | 0.63 | 0.81 | 0.62 | 0.71 | 0.00 | 0.94 | 1.00 | 0.97 | 0.97 |
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- | mature alpha-beta T cell | 37 | 0.00 | 0.27 | 0.28 | 0.38 | 0.00 | 0.52 | 0.39 | 0.44 | 0.56 |
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- | basophil | 33 | 0.64 | 0.61 | 0.59 | 0.47 | 0.00 | 0.38 | 0.54 | 0.62 | 0.73 |
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- | cardiac valve cell | 22 | 0.45 | 0.71 | 0.51 | 0.56 | 0.00 | 0.58 | 0.83 | 0.78 | 0.72 |
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- | oligodendrocyte precursor cell | 29 | 0.87 | 0.95 | 0.93 | 0.97 | 0.00 | 0.98 | 0.98 | 1.00 | 0.98 |
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- | Schwann cell | 22 | 0.63 | 0.67 | 0.81 | 0.65 | 0.00 | 0.81 | 0.77 | 0.67 | 0.74 |
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- | pulmonary interstitial fibroblast | 24 | 0.87 | 0.86 | 0.70 | 0.75 | 0.00 | 0.92 | 0.96 | 0.90 | 0.92 |
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- | smooth muscle cell of trachea | 25 | 0.00 | 0.00 | 0.11 | 0.07 | 0.00 | 0.23 | 0.35 | 0.50 | 0.36 |
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- | granulocyte monocyte progenitor cell | 28 | 0.60 | 0.71 | 0.56 | 0.69 | 0.00 | 0.47 | 0.85 | 0.77 | 0.85 |
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- | interneuron | 25 | 0.00 | 0.53 | 0.28 | 0.65 | 0.00 | 0.86 | 0.94 | 0.78 | 0.94 |
142
- | pancreatic PP cell | 23 | 0.00 | 0.23 | 0.08 | 0.56 | 0.00 | 0.68 | 0.78 | 0.76 | 0.61 |
143
- | smooth muscle cell of the pulmonary artery | 26 | 0.00 | 0.68 | 0.56 | 0.21 | 0.00 | 0.33 | 0.88 | 0.70 | 0.73 |
144
- | cell of skeletal muscle | 16 | 0.94 | 0.94 | 0.78 | 0.97 | 0.00 | 0.94 | 0.91 | 0.94 | 0.94 |
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- | Langerhans cell | 18 | 0.88 | 0.85 | 0.36 | 0.38 | 0.00 | 0.41 | 0.90 | 0.81 | 0.91 |
146
- | brush cell of epithelium proper of large intestine | 10 | 0.00 | 0.78 | 0.00 | 0.67 | 0.00 | 0.62 | 0.90 | 0.82 | 0.80 |
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- | stem cell of epidermis | 11 | 0.00 | 0.00 | 0.50 | 0.12 | 0.00 | 0.36 | 0.56 | 0.53 | 0.62 |
148
- | regulatory T cell | 13 | 0.00 | 0.00 | 0.00 | 0.06 | 0.00 | 0.14 | 0.12 | 0.21 | 0.25 |
149
- | epithelial cell of thymus | 16 | 0.00 | 0.00 | 0.17 | 0.36 | 0.00 | 0.06 | 0.52 | 0.25 | 0.30 |
150
- | enteroendocrine cell | 8 | 0.67 | 0.60 | 0.33 | 0.59 | 0.00 | 0.67 | 0.89 | 0.78 | 0.74 |
151
- | kidney capillary endothelial cell | 19 | 0.17 | 0.54 | 0.30 | 0.18 | 0.00 | 0.30 | 0.26 | 0.27 | 0.27 |
152
- | neuroepithelial stem cell | 16 | 0.18 | 0.21 | 0.36 | 0.27 | 0.00 | 0.23 | 0.62 | 0.29 | 0.52 |
153
- | macrophage dendritic cell progenitor | 9 | 0.00 | 0.14 | 0.52 | 0.14 | 0.00 | 0.52 | 0.44 | 0.62 | 0.70 |
154
- | DN3 thymocyte | 16 | 0.00 | 0.00 | 0.00 | 0.43 | 0.00 | 0.79 | 0.82 | 0.73 | 0.52 |
155
- | regular ventricular cardiac myocyte | 9 | 0.00 | 0.00 | 0.78 | 0.48 | 0.00 | 0.53 | 0.84 | 1.00 | 0.89 |
156
- | endothelial cell of lymphatic vessel | 5 | 0.00 | 0.43 | 0.80 | 0.10 | 0.00 | 0.09 | 0.34 | 0.21 | 0.57 |
157
- | ciliated columnar cell of tracheobronchial tree | 16 | 0.72 | 0.80 | 0.85 | 0.80 | 0.00 | 0.59 | 0.88 | 0.75 | 0.88 |
158
- | plasmacytoid dendritic cell | 13 | 0.00 | 0.56 | 0.32 | 0.24 | 0.00 | 0.13 | 0.44 | 0.29 | 0.52 |
159
- | dendritic cell | 10 | 0.00 | 0.25 | 0.22 | 0.32 | 0.00 | 0.16 | 0.54 | 0.30 | 0.48 |
160
- | medium spiny neuron | 14 | 0.00 | 0.78 | 0.58 | 0.48 | 0.00 | 0.93 | 0.97 | 0.96 | 0.88 |
161
- | pericyte | 16 | 0.00 | 0.94 | 0.87 | 0.58 | 0.00 | 0.81 | 1.00 | 0.94 | 1.00 |
162
- | neural stem cell | 10 | 0.00 | 0.82 | 0.57 | 0.76 | 0.00 | 0.86 | 0.78 | 0.73 | 0.86 |
163
- | kidney proximal straight tubule epithelial cell | 8 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.19 | 0.00 |
164
- | blood cell | 9 | 0.20 | 0.00 | 0.36 | 0.00 | 0.00 | 0.00 | 0.21 | 0.18 | 0.32 |
165
- | immature NK T cell | 8 | 0.00 | 0.22 | 0.36 | 0.00 | 0.00 | 0.24 | 0.41 | 0.35 | 0.50 |
166
- | cardiac neuron | 10 | 0.00 | 0.31 | 0.29 | 0.12 | 0.00 | 0.32 | 0.74 | 0.77 | 0.62 |
167
- | mast cell | 12 | 0.00 | 0.00 | 0.15 | 0.29 | 0.00 | 0.11 | 0.54 | 0.56 | 0.56 |
168
- | mucus secreting cell | 8 | 0.00 | 0.62 | 0.88 | 0.50 | 0.00 | 0.48 | 0.78 | 0.89 | 0.94 |
169
- | early pro-B cell | 6 | 0.00 | 0.60 | 0.00 | 0.46 | 0.00 | 0.19 | 0.62 | 0.38 | 0.83 |
170
- | pancreatic stellate cell | 9 | 0.00 | 0.75 | 0.36 | 0.57 | 0.00 | 0.16 | 0.82 | 0.84 | 0.84 |
171
- | ependymal cell | 5 | 0.00 | 0.75 | 1.00 | 0.67 | 0.00 | 0.50 | 0.77 | 0.77 | 0.77 |
172
- | Bergmann glial cell | 4 | 0.00 | 0.40 | 0.57 | 0.67 | 0.00 | 0.67 | 1.00 | 0.89 | 1.00 |
173
- | neuroendocrine cell | 7 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.20 | 0.14 | 0.00 |
174
  | fibrocyte | 0 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 |
175
- | hepatic stellate cell | 5 | 0.00 | 0.00 | 0.60 | 0.77 | 0.00 | 0.56 | 0.91 | 0.83 | 1.00 |
176
- | club cell | 7 | 0.14 | 0.25 | 0.10 | 0.15 | 0.00 | 0.13 | 0.14 | 0.13 | 0.14 |
177
- | respiratory basal cell | 2 | 0.00 | 0.00 | 0.00 | 0.50 | 0.00 | 0.11 | 0.67 | 0.67 | 0.67 |
178
- | kidney interstitial fibroblast | 1 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.67 | 1.00 | 0.00 |
179
- | lymphoid lineage restricted progenitor cell | 1 | 0.00 | 0.00 | 1.00 | 0.67 | 0.00 | 0.40 | 0.03 | 1.00 | 1.00 |
180
  | lung neuroendocrine cell | 0 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 |
181
  | kidney cell | 0 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 |
182
- | duct epithelial cell | 0 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 |
183
 
184
  The train accuracies are computed on the training data.
185
 
186
  | Cell Type | N cells | celltypist | knn bbknn | knn harmony | knn on scvi | onclass | scanvi | svm | xgboost | Consensus Prediction |
187
  | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- |
188
- | B cell | 32653 | 0.86 | 0.89 | 0.88 | 0.93 | 0.00 | 0.95 | 0.75 | 0.79 | 0.94 |
189
- | mesenchymal stem cell | 14461 | 0.86 | 0.86 | 0.96 | 0.87 | 0.00 | 0.86 | 0.92 | 0.87 | 0.95 |
190
- | basal cell of epidermis | 14140 | 0.85 | 0.87 | 0.91 | 0.91 | 0.00 | 0.85 | 0.87 | 0.83 | 0.92 |
191
- | granulocyte | 14006 | 0.80 | 0.84 | 0.90 | 0.91 | 0.00 | 0.87 | 0.74 | 0.81 | 0.91 |
192
- | endothelial cell | 13329 | 0.87 | 0.86 | 0.87 | 0.86 | 0.00 | 0.88 | 0.91 | 0.85 | 0.95 |
193
- | microglial cell | 11975 | 0.99 | 0.99 | 0.94 | 0.99 | 0.00 | 0.97 | 0.99 | 0.99 | 0.99 |
194
- | T cell | 11497 | 0.75 | 0.79 | 0.77 | 0.85 | 0.00 | 0.89 | 0.65 | 0.74 | 0.88 |
195
- | keratinocyte | 11101 | 0.85 | 0.88 | 0.91 | 0.91 | 0.00 | 0.88 | 0.89 | 0.86 | 0.92 |
196
- | macrophage | 8653 | 0.48 | 0.64 | 0.80 | 0.76 | 0.00 | 0.76 | 0.57 | 0.61 | 0.80 |
197
- | classical monocyte | 7359 | 0.76 | 0.55 | 0.80 | 0.88 | 0.00 | 0.90 | 0.81 | 0.84 | 0.92 |
198
- | granulocytopoietic cell | 7275 | 0.66 | 0.78 | 0.84 | 0.85 | 0.00 | 0.82 | 0.69 | 0.80 | 0.89 |
199
- | bladder urothelial cell | 5958 | 0.98 | 0.98 | 0.99 | 0.95 | 0.00 | 0.99 | 0.99 | 0.98 | 0.99 |
200
- | mesenchymal stem cell of adipose tissue | 5973 | 0.76 | 0.82 | 0.89 | 0.71 | 0.00 | 0.91 | 0.92 | 0.82 | 0.94 |
201
- | fibroblast of cardiac tissue | 5710 | 0.94 | 0.92 | 0.88 | 0.73 | 0.00 | 0.87 | 0.96 | 0.91 | 0.97 |
202
- | endothelial cell of coronary artery | 5363 | 0.80 | 0.83 | 0.79 | 0.78 | 0.00 | 0.91 | 0.90 | 0.84 | 0.96 |
203
- | skeletal muscle satellite cell | 4308 | 0.98 | 0.98 | 0.97 | 0.97 | 0.00 | 0.97 | 0.97 | 0.97 | 0.98 |
204
- | proerythroblast | 4242 | 0.51 | 0.52 | 0.72 | 0.75 | 0.00 | 0.77 | 0.57 | 0.66 | 0.74 |
205
- | kidney proximal convoluted tubule epithelial cell | 4015 | 0.83 | 0.83 | 0.91 | 0.89 | 0.00 | 0.90 | 0.90 | 0.89 | 0.92 |
206
- | bronchial smooth muscle cell | 4002 | 0.95 | 0.96 | 0.81 | 0.93 | 0.00 | 0.93 | 0.97 | 0.95 | 0.97 |
207
- | myeloid cell | 4007 | 0.44 | 0.57 | 0.73 | 0.68 | 0.00 | 0.84 | 0.74 | 0.72 | 0.85 |
208
- | hepatocyte | 3698 | 0.99 | 0.98 | 0.99 | 0.99 | 0.00 | 0.99 | 0.99 | 0.99 | 0.99 |
209
- | type B pancreatic cell | 3587 | 0.97 | 0.96 | 0.96 | 0.98 | 0.00 | 0.98 | 0.99 | 0.98 | 0.99 |
210
- | bladder cell | 3600 | 0.97 | 0.95 | 0.99 | 0.75 | 0.00 | 0.97 | 0.98 | 0.96 | 0.99 |
211
- | promonocyte | 3477 | 0.65 | 0.69 | 0.85 | 0.83 | 0.00 | 0.85 | 0.78 | 0.83 | 0.88 |
212
- | DN4 thymocyte | 3331 | 0.34 | 0.45 | 0.60 | 0.69 | 0.00 | 0.88 | 0.61 | 0.66 | 0.80 |
213
- | basal cell | 3342 | 0.98 | 0.97 | 0.98 | 0.94 | 0.00 | 0.96 | 0.98 | 0.97 | 0.99 |
214
- | monocyte | 3324 | 0.61 | 0.53 | 0.74 | 0.76 | 0.00 | 0.88 | 0.77 | 0.81 | 0.90 |
215
- | enterocyte of epithelium of large intestine | 3293 | 0.91 | 0.92 | 0.94 | 0.93 | 0.00 | 0.95 | 0.95 | 0.93 | 0.96 |
216
- | thymocyte | 3147 | 0.80 | 0.75 | 0.86 | 0.92 | 0.00 | 0.91 | 0.91 | 0.93 | 0.96 |
217
- | epithelial cell of proximal tubule | 3101 | 0.82 | 0.78 | 0.87 | 0.85 | 0.00 | 0.87 | 0.87 | 0.86 | 0.88 |
218
- | natural killer cell | 3009 | 0.82 | 0.81 | 0.74 | 0.83 | 0.00 | 0.86 | 0.80 | 0.84 | 0.88 |
219
- | naive B cell | 3016 | 0.44 | 0.19 | 0.81 | 0.66 | 0.00 | 0.79 | 0.52 | 0.56 | 0.84 |
220
- | hematopoietic stem cell | 3005 | 0.92 | 0.93 | 0.93 | 0.94 | 0.00 | 0.93 | 0.95 | 0.94 | 0.95 |
221
- | mature NK T cell | 2840 | 0.54 | 0.62 | 0.61 | 0.79 | 0.00 | 0.81 | 0.63 | 0.72 | 0.78 |
222
- | fibroblast | 2834 | 0.18 | 0.24 | 0.75 | 0.63 | 0.00 | 0.74 | 0.64 | 0.65 | 0.77 |
223
- | stromal cell | 2792 | 0.61 | 0.39 | 0.97 | 0.64 | 0.00 | 0.93 | 0.87 | 0.75 | 0.93 |
224
- | keratinocyte stem cell | 2736 | 0.92 | 0.92 | 0.93 | 0.92 | 0.00 | 0.94 | 0.95 | 0.90 | 0.96 |
225
- | erythroblast | 2627 | 0.59 | 0.68 | 0.82 | 0.85 | 0.00 | 0.86 | 0.69 | 0.75 | 0.85 |
226
- | Kupffer cell | 2526 | 0.97 | 0.94 | 0.87 | 0.91 | 0.00 | 0.96 | 0.98 | 0.97 | 0.99 |
227
- | megakaryocyte-erythroid progenitor cell | 2548 | 0.59 | 0.63 | 0.77 | 0.76 | 0.00 | 0.73 | 0.64 | 0.73 | 0.80 |
228
- | pancreatic acinar cell | 2472 | 0.96 | 0.95 | 0.94 | 0.99 | 0.00 | 0.98 | 0.99 | 0.99 | 0.99 |
229
- | luminal epithelial cell of mammary gland | 2371 | 0.92 | 0.91 | 0.98 | 0.93 | 0.00 | 0.97 | 0.97 | 0.95 | 0.98 |
230
- | professional antigen presenting cell | 2347 | 0.03 | 0.01 | 0.27 | 0.45 | 0.00 | 0.93 | 0.44 | 0.40 | 0.49 |
231
- | epidermal cell | 2008 | 0.87 | 0.87 | 0.90 | 0.90 | 0.00 | 0.88 | 0.88 | 0.87 | 0.92 |
232
- | hematopoietic precursor cell | 1928 | 0.62 | 0.71 | 0.62 | 0.79 | 0.00 | 0.91 | 0.74 | 0.81 | 0.90 |
233
- | oligodendrocyte | 1870 | 0.96 | 0.99 | 0.97 | 1.00 | 0.00 | 0.99 | 1.00 | 0.99 | 0.99 |
234
- | fibroblast of lung | 1790 | 0.96 | 0.95 | 0.93 | 0.93 | 0.00 | 0.97 | 0.98 | 0.97 | 0.98 |
235
- | CD8-positive, alpha-beta T cell | 1757 | 0.34 | 0.48 | 0.45 | 0.63 | 0.00 | 0.69 | 0.60 | 0.63 | 0.74 |
236
- | epithelial cell of large intestine | 1759 | 0.74 | 0.79 | 0.86 | 0.79 | 0.00 | 0.82 | 0.88 | 0.86 | 0.89 |
237
- | intestinal crypt stem cell | 1719 | 0.82 | 0.86 | 0.90 | 0.88 | 0.00 | 0.87 | 0.90 | 0.87 | 0.92 |
238
- | chondrocyte | 1726 | 0.61 | 0.62 | 0.85 | 0.83 | 0.00 | 0.82 | 0.88 | 0.88 | 0.82 |
239
- | immature T cell | 1603 | 0.66 | 0.00 | 0.82 | 0.91 | 0.00 | 0.92 | 0.89 | 0.89 | 0.96 |
240
- | precursor B cell | 1579 | 0.67 | 0.84 | 0.91 | 0.87 | 0.00 | 0.87 | 0.85 | 0.88 | 0.92 |
241
- | intermediate monocyte | 1594 | 0.35 | 0.07 | 0.52 | 0.67 | 0.00 | 0.68 | 0.57 | 0.62 | 0.74 |
242
- | large intestine goblet cell | 1582 | 0.81 | 0.84 | 0.92 | 0.85 | 0.00 | 0.91 | 0.95 | 0.92 | 0.95 |
243
- | CD4-positive, alpha-beta T cell | 1557 | 0.26 | 0.37 | 0.47 | 0.61 | 0.00 | 0.59 | 0.48 | 0.57 | 0.73 |
244
- | smooth muscle cell | 1536 | 0.61 | 0.76 | 0.83 | 0.86 | 0.00 | 0.89 | 0.90 | 0.83 | 0.84 |
245
- | leukocyte | 1502 | 0.52 | 0.48 | 0.69 | 0.62 | 0.00 | 0.83 | 0.68 | 0.73 | 0.91 |
246
- | plasma cell | 1503 | 0.52 | 0.62 | 0.80 | 0.81 | 0.00 | 0.76 | 0.65 | 0.67 | 0.79 |
247
- | lymphocyte | 1428 | 0.23 | 0.23 | 0.69 | 0.61 | 0.00 | 0.86 | 0.32 | 0.47 | 0.74 |
248
- | naive T cell | 1422 | 0.82 | 0.86 | 0.92 | 0.92 | 0.00 | 0.90 | 0.89 | 0.91 | 0.92 |
249
- | kidney loop of Henle thick ascending limb epithelial cell | 1413 | 0.92 | 0.92 | 0.94 | 0.88 | 0.00 | 0.90 | 0.95 | 0.96 | 0.96 |
250
- | immature B cell | 1268 | 0.70 | 0.70 | 0.77 | 0.78 | 0.00 | 0.70 | 0.62 | 0.75 | 0.89 |
251
- | alveolar macrophage | 1232 | 0.95 | 0.95 | 0.95 | 0.93 | 0.00 | 0.94 | 0.97 | 0.96 | 0.98 |
252
- | endothelial cell of hepatic sinusoid | 1168 | 0.96 | 0.95 | 0.88 | 0.88 | 0.00 | 0.94 | 0.97 | 0.97 | 0.98 |
253
- | lung macrophage | 1060 | 0.83 | 0.04 | 0.68 | 0.92 | 0.00 | 0.93 | 0.90 | 0.86 | 0.96 |
254
- | non-classical monocyte | 1045 | 0.56 | 0.68 | 0.85 | 0.82 | 0.00 | 0.91 | 0.84 | 0.78 | 0.86 |
255
- | endocardial cell | 940 | 0.92 | 0.91 | 0.93 | 0.88 | 0.00 | 0.79 | 0.96 | 0.87 | 0.96 |
256
- | double negative thymocyte | 866 | 0.57 | 0.00 | 0.63 | 0.76 | 0.00 | 0.84 | 0.79 | 0.82 | 0.91 |
257
- | late pro-B cell | 851 | 0.78 | 0.78 | 0.86 | 0.85 | 0.00 | 0.88 | 0.78 | 0.87 | 0.95 |
258
- | kidney collecting duct principal cell | 837 | 0.69 | 0.88 | 0.93 | 0.89 | 0.00 | 0.92 | 0.97 | 0.96 | 0.96 |
259
- | basal epithelial cell of tracheobronchial tree | 838 | 0.86 | 0.73 | 0.94 | 0.81 | 0.00 | 0.75 | 0.94 | 0.87 | 0.96 |
260
- | mesenchymal cell | 788 | 0.19 | 0.00 | 0.43 | 0.29 | 0.00 | 0.40 | 0.53 | 0.57 | 0.53 |
261
- | pancreatic A cell | 750 | 0.63 | 0.72 | 0.85 | 0.89 | 0.00 | 0.87 | 0.95 | 0.94 | 0.93 |
262
- | adventitial cell | 752 | 0.65 | 0.54 | 0.90 | 0.42 | 0.00 | 0.82 | 0.80 | 0.69 | 0.91 |
263
- | epithelial cell | 712 | 0.40 | 0.03 | 0.84 | 0.67 | 0.00 | 0.76 | 0.67 | 0.69 | 0.82 |
264
- | kidney distal convoluted tubule epithelial cell | 664 | 0.80 | 0.87 | 0.92 | 0.80 | 0.00 | 0.92 | 0.97 | 0.97 | 0.95 |
265
- | neutrophil | 632 | 0.50 | 0.47 | 0.76 | 0.79 | 0.00 | 0.58 | 0.68 | 0.63 | 0.80 |
266
- | pancreatic ductal cell | 594 | 0.98 | 0.78 | 0.98 | 0.95 | 0.00 | 0.96 | 0.97 | 0.97 | 0.98 |
267
- | myeloid dendritic cell | 564 | 0.34 | 0.52 | 0.82 | 0.60 | 0.00 | 0.78 | 0.78 | 0.65 | 0.75 |
268
- | astrocyte | 522 | 0.89 | 0.93 | 0.97 | 0.95 | 0.00 | 0.96 | 0.99 | 0.99 | 0.98 |
269
- | secretory cell | 511 | 0.26 | 0.33 | 0.81 | 0.69 | 0.00 | 0.85 | 0.93 | 0.89 | 0.93 |
270
- | myeloid leukocyte | 456 | 0.57 | 0.31 | 0.82 | 0.57 | 0.00 | 0.84 | 0.55 | 0.68 | 0.92 |
271
- | plasmatocyte | 448 | 0.57 | 0.81 | 0.90 | 0.84 | 0.00 | 0.90 | 0.94 | 0.87 | 0.96 |
272
- | brain pericyte | 428 | 0.00 | 0.73 | 0.67 | 0.87 | 0.00 | 0.94 | 0.96 | 0.92 | 0.99 |
273
- | neuron | 436 | 0.62 | 0.59 | 0.81 | 0.80 | 0.00 | 0.90 | 0.96 | 0.91 | 0.95 |
274
- | vein endothelial cell | 423 | 0.62 | 0.76 | 0.82 | 0.65 | 0.00 | 0.74 | 0.91 | 0.83 | 0.92 |
275
- | kidney collecting duct epithelial cell | 414 | 0.00 | 0.51 | 0.89 | 0.81 | 0.00 | 0.92 | 0.85 | 0.90 | 0.95 |
276
- | pancreatic D cell | 417 | 0.00 | 0.64 | 0.84 | 0.89 | 0.00 | 0.94 | 0.97 | 0.96 | 0.98 |
277
- | aortic endothelial cell | 420 | 0.16 | 0.00 | 0.30 | 0.39 | 0.00 | 0.71 | 0.39 | 0.32 | 0.68 |
278
- | brush cell | 377 | 0.82 | 0.60 | 0.94 | 0.91 | 0.00 | 0.92 | 0.86 | 0.85 | 0.91 |
279
- | erythroid progenitor cell, mammalian | 361 | 0.59 | 0.00 | 0.67 | 0.80 | 0.00 | 0.81 | 0.79 | 0.66 | 0.94 |
280
- | regular atrial cardiac myocyte | 362 | 0.00 | 0.40 | 0.69 | 0.70 | 0.00 | 0.58 | 0.70 | 0.75 | 0.86 |
281
- | kidney cortex artery cell | 341 | 0.00 | 0.83 | 0.76 | 0.52 | 0.00 | 0.62 | 0.83 | 0.67 | 0.84 |
282
- | erythrocyte | 312 | 0.61 | 0.47 | 0.71 | 0.86 | 0.00 | 0.84 | 0.83 | 0.87 | 0.94 |
283
- | mesangial cell | 322 | 0.00 | 0.69 | 0.69 | 0.69 | 0.00 | 0.85 | 0.88 | 0.80 | 0.95 |
284
- | kidney loop of Henle ascending limb epithelial cell | 312 | 0.47 | 0.59 | 0.69 | 0.56 | 0.00 | 0.74 | 0.86 | 0.85 | 0.78 |
285
- | cardiac muscle cell | 302 | 0.60 | 0.68 | 0.87 | 0.96 | 0.00 | 1.00 | 0.99 | 0.97 | 0.98 |
286
- | mature alpha-beta T cell | 293 | 0.00 | 0.08 | 0.40 | 0.41 | 0.00 | 0.68 | 0.62 | 0.62 | 0.88 |
287
- | basophil | 292 | 0.63 | 0.63 | 0.88 | 0.81 | 0.00 | 0.68 | 0.69 | 0.75 | 0.84 |
288
- | cardiac valve cell | 293 | 0.66 | 0.83 | 0.75 | 0.82 | 0.00 | 0.83 | 0.94 | 0.91 | 0.92 |
289
- | oligodendrocyte precursor cell | 283 | 0.91 | 0.96 | 0.98 | 0.97 | 0.00 | 0.97 | 1.00 | 0.99 | 1.00 |
290
- | Schwann cell | 252 | 0.72 | 0.71 | 0.82 | 0.86 | 0.00 | 0.92 | 0.86 | 0.82 | 0.82 |
291
- | pulmonary interstitial fibroblast | 248 | 0.87 | 0.82 | 0.91 | 0.87 | 0.00 | 0.91 | 0.96 | 0.96 | 0.96 |
292
- | smooth muscle cell of trachea | 227 | 0.00 | 0.04 | 0.46 | 0.57 | 0.00 | 0.64 | 0.65 | 0.74 | 0.85 |
293
- | granulocyte monocyte progenitor cell | 222 | 0.50 | 0.57 | 0.86 | 0.80 | 0.00 | 0.63 | 0.81 | 0.74 | 0.85 |
294
- | interneuron | 215 | 0.00 | 0.55 | 0.82 | 0.76 | 0.00 | 0.90 | 0.97 | 0.92 | 0.95 |
295
- | pancreatic PP cell | 205 | 0.00 | 0.06 | 0.69 | 0.78 | 0.00 | 0.80 | 0.92 | 0.93 | 0.92 |
296
- | smooth muscle cell of the pulmonary artery | 183 | 0.00 | 0.69 | 0.81 | 0.57 | 0.00 | 0.35 | 0.89 | 0.75 | 0.88 |
297
- | cell of skeletal muscle | 176 | 0.95 | 0.92 | 0.77 | 0.93 | 0.00 | 0.91 | 0.96 | 0.95 | 0.96 |
298
- | Langerhans cell | 157 | 0.83 | 0.80 | 0.90 | 0.79 | 0.00 | 0.65 | 0.87 | 0.78 | 0.96 |
299
- | brush cell of epithelium proper of large intestine | 165 | 0.00 | 0.70 | 0.85 | 0.85 | 0.00 | 0.81 | 0.99 | 0.95 | 0.95 |
300
- | stem cell of epidermis | 160 | 0.00 | 0.00 | 0.72 | 0.64 | 0.00 | 0.40 | 0.67 | 0.64 | 0.85 |
301
- | regulatory T cell | 157 | 0.00 | 0.03 | 0.23 | 0.30 | 0.00 | 0.41 | 0.46 | 0.38 | 0.76 |
302
- | epithelial cell of thymus | 149 | 0.00 | 0.01 | 0.75 | 0.53 | 0.00 | 0.39 | 0.79 | 0.61 | 0.92 |
303
- | enteroendocrine cell | 153 | 0.84 | 0.74 | 0.86 | 0.72 | 0.00 | 0.95 | 0.97 | 0.96 | 0.96 |
304
- | kidney capillary endothelial cell | 142 | 0.17 | 0.49 | 0.33 | 0.37 | 0.00 | 0.28 | 0.27 | 0.34 | 0.29 |
305
- | neuroepithelial stem cell | 135 | 0.21 | 0.11 | 0.88 | 0.67 | 0.00 | 0.60 | 0.88 | 0.67 | 0.87 |
306
- | macrophage dendritic cell progenitor | 139 | 0.00 | 0.29 | 0.81 | 0.79 | 0.00 | 0.79 | 0.73 | 0.75 | 0.90 |
307
- | DN3 thymocyte | 130 | 0.00 | 0.00 | 0.48 | 0.77 | 0.00 | 0.76 | 0.77 | 0.80 | 0.90 |
308
- | regular ventricular cardiac myocyte | 137 | 0.00 | 0.00 | 0.90 | 0.86 | 0.00 | 0.65 | 0.97 | 0.98 | 0.99 |
309
- | endothelial cell of lymphatic vessel | 135 | 0.00 | 0.45 | 0.95 | 0.57 | 0.00 | 0.44 | 0.74 | 0.51 | 0.91 |
310
- | ciliated columnar cell of tracheobronchial tree | 111 | 0.82 | 0.76 | 0.84 | 0.90 | 0.00 | 0.73 | 0.98 | 0.94 | 0.98 |
311
- | plasmacytoid dendritic cell | 109 | 0.00 | 0.29 | 0.87 | 0.67 | 0.00 | 0.46 | 0.66 | 0.55 | 0.78 |
312
- | dendritic cell | 97 | 0.00 | 0.35 | 0.77 | 0.54 | 0.00 | 0.53 | 0.80 | 0.62 | 0.83 |
313
- | medium spiny neuron | 89 | 0.00 | 0.00 | 0.86 | 0.79 | 0.00 | 0.89 | 1.00 | 0.99 | 0.99 |
314
- | pericyte | 83 | 0.00 | 0.85 | 0.83 | 0.77 | 0.00 | 0.91 | 0.86 | 0.90 | 0.93 |
315
- | neural stem cell | 87 | 0.00 | 0.65 | 0.85 | 0.87 | 0.00 | 0.93 | 0.96 | 0.97 | 0.98 |
316
- | kidney proximal straight tubule epithelial cell | 87 | 0.00 | 0.00 | 0.14 | 0.00 | 0.00 | 0.52 | 0.73 | 0.43 | 0.36 |
317
- | blood cell | 79 | 0.16 | 0.00 | 0.43 | 0.28 | 0.00 | 0.20 | 0.38 | 0.35 | 0.38 |
318
- | immature NK T cell | 76 | 0.00 | 0.09 | 0.32 | 0.38 | 0.00 | 0.50 | 0.53 | 0.50 | 0.72 |
319
- | cardiac neuron | 71 | 0.00 | 0.08 | 0.72 | 0.63 | 0.00 | 0.72 | 0.78 | 0.76 | 0.87 |
320
- | mast cell | 64 | 0.00 | 0.00 | 0.59 | 0.82 | 0.00 | 0.35 | 0.66 | 0.62 | 0.79 |
321
- | mucus secreting cell | 65 | 0.00 | 0.34 | 0.78 | 0.68 | 0.00 | 0.85 | 0.90 | 0.97 | 0.98 |
322
- | early pro-B cell | 66 | 0.00 | 0.48 | 0.76 | 0.72 | 0.00 | 0.39 | 0.79 | 0.68 | 0.87 |
323
- | pancreatic stellate cell | 60 | 0.00 | 0.61 | 0.93 | 0.40 | 0.00 | 0.36 | 0.79 | 0.81 | 0.96 |
324
- | ependymal cell | 50 | 0.00 | 0.59 | 0.95 | 0.89 | 0.00 | 0.65 | 1.00 | 1.00 | 1.00 |
325
- | Bergmann glial cell | 50 | 0.00 | 0.43 | 0.86 | 0.81 | 0.00 | 0.57 | 1.00 | 1.00 | 0.95 |
326
- | neuroendocrine cell | 41 | 0.00 | 0.00 | 0.20 | 0.49 | 0.00 | 0.70 | 0.98 | 0.77 | 0.59 |
327
- | fibrocyte | 39 | 0.00 | 0.00 | 0.30 | 0.31 | 0.00 | 0.41 | 0.80 | 0.76 | 0.77 |
328
- | hepatic stellate cell | 34 | 0.00 | 0.21 | 0.52 | 0.77 | 0.00 | 0.54 | 0.91 | 0.93 | 0.96 |
329
- | club cell | 30 | 0.11 | 0.45 | 0.19 | 0.11 | 0.00 | 0.17 | 0.19 | 0.18 | 0.16 |
330
- | respiratory basal cell | 32 | 0.00 | 0.00 | 0.95 | 0.75 | 0.00 | 0.26 | 0.96 | 0.89 | 0.95 |
331
- | kidney interstitial fibroblast | 15 | 0.00 | 0.00 | 0.97 | 0.77 | 0.00 | 0.40 | 0.75 | 0.83 | 1.00 |
332
- | lymphoid lineage restricted progenitor cell | 12 | 0.00 | 0.00 | 0.91 | 0.53 | 0.00 | 0.56 | 0.04 | 0.86 | 0.91 |
333
- | lung neuroendocrine cell | 8 | 0.00 | 0.00 | 0.82 | 0.22 | 0.00 | 0.64 | 0.21 | 1.00 | 0.86 |
334
- | kidney cell | 3 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.16 | 0.05 | 0.50 | 0.50 |
335
- | duct epithelial cell | 2 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.10 | 0.31 | 0.67 | 0.00 |
336
 
337
  </details>
338
 
 
6
  - genomics
7
  - single-cell
8
  - anndata_version:0.11.3
9
+ - python_version:3.11.12
10
  - popV
11
  - 'tissue: diverse'
12
  ---
 
32
 
33
  | Cell Type | N cells | celltypist | knn bbknn | knn harmony | knn on scvi | onclass | scanvi | svm | xgboost | Consensus Prediction |
34
  | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- |
35
+ | B cell | 3640 | 0.86 | 0.90 | 0.86 | 0.87 | 0.00 | 0.87 | 0.72 | 0.79 | 0.91 |
36
+ | mesenchymal stem cell | 1646 | 0.87 | 0.88 | 0.87 | 0.75 | 0.00 | 0.66 | 0.91 | 0.86 | 0.93 |
37
+ | basal cell of epidermis | 1572 | 0.86 | 0.87 | 0.82 | 0.87 | 0.00 | 0.83 | 0.86 | 0.83 | 0.91 |
38
+ | granulocyte | 1651 | 0.82 | 0.86 | 0.82 | 0.80 | 0.00 | 0.82 | 0.74 | 0.85 | 0.89 |
39
+ | endothelial cell | 1404 | 0.87 | 0.88 | 0.82 | 0.71 | 0.00 | 0.70 | 0.90 | 0.86 | 0.91 |
40
+ | microglial cell | 1326 | 0.99 | 0.99 | 0.95 | 0.98 | 0.00 | 0.97 | 0.98 | 0.99 | 0.99 |
41
+ | T cell | 1244 | 0.78 | 0.80 | 0.66 | 0.63 | 0.00 | 0.73 | 0.65 | 0.74 | 0.81 |
42
+ | keratinocyte | 1231 | 0.85 | 0.88 | 0.80 | 0.86 | 0.00 | 0.81 | 0.88 | 0.86 | 0.91 |
43
+ | macrophage | 979 | 0.41 | 0.67 | 0.61 | 0.53 | 0.00 | 0.42 | 0.51 | 0.55 | 0.71 |
44
+ | classical monocyte | 795 | 0.81 | 0.61 | 0.62 | 0.65 | 0.00 | 0.77 | 0.80 | 0.82 | 0.90 |
45
+ | granulocytopoietic cell | 806 | 0.65 | 0.80 | 0.66 | 0.67 | 0.00 | 0.63 | 0.68 | 0.80 | 0.82 |
46
+ | bladder urothelial cell | 634 | 0.98 | 0.98 | 0.94 | 0.92 | 0.00 | 0.83 | 0.99 | 0.98 | 0.98 |
47
+ | mesenchymal stem cell of adipose tissue | 610 | 0.85 | 0.85 | 0.69 | 0.60 | 0.00 | 0.59 | 0.90 | 0.80 | 0.89 |
48
+ | fibroblast of cardiac tissue | 616 | 0.96 | 0.95 | 0.80 | 0.67 | 0.00 | 0.58 | 0.96 | 0.92 | 0.97 |
49
+ | endothelial cell of coronary artery | 583 | 0.85 | 0.88 | 0.64 | 0.50 | 0.00 | 0.37 | 0.89 | 0.85 | 0.92 |
50
+ | skeletal muscle satellite cell | 420 | 0.97 | 0.97 | 0.93 | 0.97 | 0.00 | 0.96 | 0.96 | 0.94 | 0.97 |
51
+ | proerythroblast | 442 | 0.50 | 0.53 | 0.45 | 0.26 | 0.00 | 0.62 | 0.45 | 0.65 | 0.64 |
52
+ | kidney proximal convoluted tubule epithelial cell | 436 | 0.86 | 0.87 | 0.28 | 0.81 | 0.00 | 0.75 | 0.87 | 0.87 | 0.88 |
53
+ | bronchial smooth muscle cell | 430 | 0.93 | 0.95 | 0.85 | 0.84 | 0.00 | 0.88 | 0.95 | 0.94 | 0.95 |
54
+ | myeloid cell | 440 | 0.51 | 0.62 | 0.46 | 0.51 | 0.00 | 0.38 | 0.70 | 0.67 | 0.74 |
55
+ | hepatocyte | 382 | 0.99 | 0.98 | 0.99 | 0.98 | 0.00 | 0.96 | 0.99 | 0.99 | 0.99 |
56
+ | type B pancreatic cell | 418 | 0.97 | 0.97 | 0.95 | 0.97 | 0.00 | 0.98 | 0.98 | 0.97 | 0.98 |
57
+ | bladder cell | 383 | 0.97 | 0.96 | 0.93 | 0.67 | 0.00 | 0.78 | 0.99 | 0.95 | 0.99 |
58
+ | promonocyte | 387 | 0.71 | 0.74 | 0.73 | 0.59 | 0.00 | 0.67 | 0.74 | 0.79 | 0.84 |
59
+ | DN4 thymocyte | 338 | 0.38 | 0.51 | 0.32 | 0.33 | 0.00 | 0.17 | 0.54 | 0.63 | 0.53 |
60
+ | basal cell | 360 | 0.98 | 0.97 | 0.98 | 0.95 | 0.00 | 0.92 | 0.98 | 0.96 | 0.98 |
61
+ | monocyte | 393 | 0.64 | 0.58 | 0.56 | 0.33 | 0.00 | 0.56 | 0.76 | 0.75 | 0.82 |
62
+ | enterocyte of epithelium of large intestine | 403 | 0.90 | 0.93 | 0.84 | 0.91 | 0.00 | 0.90 | 0.93 | 0.92 | 0.94 |
63
+ | thymocyte | 372 | 0.74 | 0.74 | 0.65 | 0.83 | 0.00 | 0.80 | 0.88 | 0.91 | 0.86 |
64
+ | epithelial cell of proximal tubule | 298 | 0.82 | 0.81 | 0.73 | 0.71 | 0.00 | 0.76 | 0.80 | 0.80 | 0.83 |
65
+ | natural killer cell | 330 | 0.85 | 0.85 | 0.72 | 0.74 | 0.00 | 0.79 | 0.78 | 0.83 | 0.85 |
66
+ | naive B cell | 342 | 0.46 | 0.25 | 0.55 | 0.47 | 0.00 | 0.48 | 0.49 | 0.51 | 0.61 |
67
+ | hematopoietic stem cell | 342 | 0.90 | 0.93 | 0.89 | 0.90 | 0.00 | 0.88 | 0.94 | 0.93 | 0.94 |
68
+ | mature NK T cell | 324 | 0.63 | 0.66 | 0.49 | 0.18 | 0.00 | 0.52 | 0.56 | 0.68 | 0.71 |
69
+ | fibroblast | 307 | 0.45 | 0.24 | 0.46 | 0.47 | 0.00 | 0.26 | 0.62 | 0.60 | 0.64 |
70
+ | stromal cell | 340 | 0.74 | 0.53 | 0.70 | 0.32 | 0.00 | 0.35 | 0.89 | 0.73 | 0.87 |
71
+ | keratinocyte stem cell | 301 | 0.94 | 0.92 | 0.86 | 0.90 | 0.00 | 0.85 | 0.93 | 0.91 | 0.94 |
72
+ | erythroblast | 266 | 0.65 | 0.69 | 0.68 | 0.56 | 0.00 | 0.62 | 0.69 | 0.74 | 0.80 |
73
+ | Kupffer cell | 292 | 0.97 | 0.93 | 0.73 | 0.56 | 0.00 | 0.90 | 0.97 | 0.97 | 0.98 |
74
+ | megakaryocyte-erythroid progenitor cell | 250 | 0.57 | 0.63 | 0.56 | 0.52 | 0.00 | 0.62 | 0.61 | 0.69 | 0.75 |
75
+ | pancreatic acinar cell | 280 | 0.95 | 0.93 | 0.95 | 0.97 | 0.00 | 0.98 | 0.99 | 0.97 | 0.99 |
76
+ | luminal epithelial cell of mammary gland | 261 | 0.93 | 0.93 | 0.94 | 0.79 | 0.00 | 0.89 | 0.95 | 0.93 | 0.97 |
77
+ | professional antigen presenting cell | 221 | 0.03 | 0.01 | 0.08 | 0.00 | 0.00 | 0.00 | 0.35 | 0.35 | 0.05 |
78
+ | epidermal cell | 249 | 0.87 | 0.87 | 0.81 | 0.81 | 0.00 | 0.85 | 0.89 | 0.85 | 0.90 |
79
+ | hematopoietic precursor cell | 217 | 0.64 | 0.76 | 0.42 | 0.34 | 0.00 | 0.40 | 0.69 | 0.75 | 0.82 |
80
+ | oligodendrocyte | 201 | 0.97 | 0.97 | 0.95 | 0.97 | 0.00 | 0.98 | 0.99 | 0.98 | 0.98 |
81
+ | fibroblast of lung | 188 | 0.96 | 0.96 | 0.93 | 0.92 | 0.00 | 0.95 | 0.98 | 0.95 | 0.97 |
82
+ | CD8-positive, alpha-beta T cell | 201 | 0.43 | 0.50 | 0.31 | 0.31 | 0.00 | 0.44 | 0.45 | 0.58 | 0.59 |
83
+ | epithelial cell of large intestine | 214 | 0.82 | 0.83 | 0.56 | 0.78 | 0.00 | 0.79 | 0.85 | 0.84 | 0.87 |
84
+ | intestinal crypt stem cell | 192 | 0.84 | 0.88 | 0.65 | 0.83 | 0.00 | 0.83 | 0.87 | 0.84 | 0.90 |
85
+ | chondrocyte | 185 | 0.72 | 0.62 | 0.75 | 0.63 | 0.00 | 0.73 | 0.83 | 0.78 | 0.78 |
86
+ | immature T cell | 187 | 0.72 | 0.00 | 0.13 | 0.61 | 0.00 | 0.53 | 0.83 | 0.86 | 0.72 |
87
+ | precursor B cell | 170 | 0.71 | 0.83 | 0.67 | 0.72 | 0.00 | 0.57 | 0.79 | 0.81 | 0.88 |
88
+ | intermediate monocyte | 193 | 0.23 | 0.03 | 0.31 | 0.33 | 0.00 | 0.61 | 0.53 | 0.56 | 0.65 |
89
+ | large intestine goblet cell | 171 | 0.80 | 0.85 | 0.76 | 0.79 | 0.00 | 0.83 | 0.92 | 0.86 | 0.88 |
90
+ | CD4-positive, alpha-beta T cell | 172 | 0.00 | 0.46 | 0.19 | 0.27 | 0.00 | 0.37 | 0.39 | 0.43 | 0.50 |
91
+ | smooth muscle cell | 184 | 0.64 | 0.80 | 0.73 | 0.66 | 0.00 | 0.75 | 0.86 | 0.82 | 0.78 |
92
+ | leukocyte | 167 | 0.49 | 0.57 | 0.31 | 0.31 | 0.00 | 0.27 | 0.57 | 0.64 | 0.73 |
93
+ | plasma cell | 160 | 0.51 | 0.65 | 0.53 | 0.40 | 0.00 | 0.58 | 0.52 | 0.63 | 0.67 |
94
+ | lymphocyte | 164 | 0.26 | 0.29 | 0.26 | 0.12 | 0.00 | 0.06 | 0.23 | 0.39 | 0.36 |
95
+ | naive T cell | 160 | 0.79 | 0.86 | 0.86 | 0.82 | 0.00 | 0.77 | 0.87 | 0.85 | 0.87 |
96
+ | kidney loop of Henle thick ascending limb epithelial cell | 162 | 0.91 | 0.93 | 0.67 | 0.76 | 0.00 | 0.46 | 0.92 | 0.92 | 0.96 |
97
+ | immature B cell | 126 | 0.76 | 0.73 | 0.65 | 0.73 | 0.00 | 0.68 | 0.52 | 0.60 | 0.80 |
98
+ | alveolar macrophage | 132 | 0.92 | 0.92 | 0.82 | 0.91 | 0.00 | 0.95 | 0.97 | 0.94 | 0.96 |
99
+ | endothelial cell of hepatic sinusoid | 134 | 0.97 | 0.96 | 0.95 | 0.72 | 0.00 | 0.83 | 0.97 | 0.96 | 0.98 |
100
+ | lung macrophage | 120 | 0.84 | 0.08 | 0.46 | 0.20 | 0.00 | 0.84 | 0.85 | 0.78 | 0.93 |
101
+ | non-classical monocyte | 140 | 0.59 | 0.69 | 0.58 | 0.58 | 0.00 | 0.71 | 0.80 | 0.74 | 0.77 |
102
+ | endocardial cell | 100 | 0.93 | 0.93 | 0.92 | 0.82 | 0.00 | 0.87 | 0.87 | 0.84 | 0.91 |
103
+ | double negative thymocyte | 92 | 0.62 | 0.00 | 0.26 | 0.13 | 0.00 | 0.37 | 0.69 | 0.73 | 0.75 |
104
+ | late pro-B cell | 91 | 0.71 | 0.74 | 0.46 | 0.63 | 0.00 | 0.49 | 0.54 | 0.79 | 0.83 |
105
+ | kidney collecting duct principal cell | 114 | 0.74 | 0.91 | 0.81 | 0.81 | 0.00 | 0.88 | 0.95 | 0.90 | 0.95 |
106
+ | basal epithelial cell of tracheobronchial tree | 87 | 0.91 | 0.73 | 0.84 | 0.70 | 0.00 | 0.57 | 0.89 | 0.82 | 0.95 |
107
+ | mesenchymal cell | 98 | 0.31 | 0.00 | 0.04 | 0.06 | 0.00 | 0.04 | 0.48 | 0.52 | 0.46 |
108
+ | pancreatic A cell | 84 | 0.66 | 0.72 | 0.56 | 0.77 | 0.00 | 0.85 | 0.87 | 0.86 | 0.85 |
109
+ | adventitial cell | 86 | 0.69 | 0.62 | 0.57 | 0.20 | 0.00 | 0.14 | 0.85 | 0.54 | 0.78 |
110
+ | epithelial cell | 83 | 0.41 | 0.12 | 0.58 | 0.52 | 0.00 | 0.20 | 0.52 | 0.63 | 0.67 |
111
+ | kidney distal convoluted tubule epithelial cell | 62 | 0.74 | 0.85 | 0.71 | 0.31 | 0.00 | 0.86 | 0.89 | 0.82 | 0.89 |
112
+ | neutrophil | 78 | 0.57 | 0.66 | 0.39 | 0.50 | 0.00 | 0.47 | 0.71 | 0.65 | 0.74 |
113
+ | pancreatic ductal cell | 72 | 0.92 | 0.76 | 0.83 | 0.86 | 0.00 | 0.88 | 0.94 | 0.88 | 0.92 |
114
+ | myeloid dendritic cell | 48 | 0.36 | 0.48 | 0.40 | 0.40 | 0.00 | 0.44 | 0.63 | 0.45 | 0.62 |
115
+ | astrocyte | 61 | 0.90 | 0.94 | 0.94 | 0.95 | 0.00 | 0.94 | 0.96 | 0.89 | 0.97 |
116
+ | secretory cell | 56 | 0.25 | 0.51 | 0.37 | 0.42 | 0.00 | 0.69 | 0.86 | 0.82 | 0.73 |
117
+ | myeloid leukocyte | 57 | 0.62 | 0.41 | 0.46 | 0.18 | 0.00 | 0.27 | 0.54 | 0.58 | 0.78 |
118
+ | plasmatocyte | 42 | 0.75 | 0.78 | 0.48 | 0.64 | 0.00 | 0.61 | 0.83 | 0.77 | 0.87 |
119
+ | neuron | 47 | 0.62 | 0.64 | 0.82 | 0.78 | 0.00 | 0.85 | 0.87 | 0.79 | 0.86 |
120
+ | brain pericyte | 41 | 0.44 | 0.79 | 0.57 | 0.70 | 0.00 | 0.82 | 0.93 | 0.87 | 0.83 |
121
+ | vein endothelial cell | 57 | 0.48 | 0.80 | 0.62 | 0.51 | 0.00 | 0.79 | 0.85 | 0.76 | 0.86 |
122
+ | pancreatic D cell | 39 | 0.00 | 0.56 | 0.48 | 0.86 | 0.00 | 0.88 | 0.91 | 0.93 | 0.91 |
123
+ | kidney collecting duct epithelial cell | 33 | 0.37 | 0.60 | 0.17 | 0.70 | 0.00 | 0.54 | 0.84 | 0.77 | 0.88 |
124
+ | aortic endothelial cell | 0 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 |
125
+ | brush cell | 43 | 0.84 | 0.72 | 0.24 | 0.79 | 0.00 | 0.72 | 0.81 | 0.81 | 0.87 |
126
+ | erythroid progenitor cell, mammalian | 38 | 0.49 | 0.00 | 0.70 | 0.16 | 0.00 | 0.19 | 0.69 | 0.55 | 0.83 |
127
+ | regular atrial cardiac myocyte | 32 | 0.32 | 0.47 | 0.32 | 0.41 | 0.00 | 0.38 | 0.52 | 0.53 | 0.62 |
128
+ | kidney cortex artery cell | 42 | 0.77 | 0.85 | 0.65 | 0.26 | 0.00 | 0.32 | 0.71 | 0.61 | 0.82 |
129
+ | erythrocyte | 44 | 0.82 | 0.64 | 0.60 | 0.79 | 0.00 | 0.70 | 0.81 | 0.86 | 0.89 |
130
+ | mesangial cell | 38 | 0.00 | 0.79 | 0.45 | 0.22 | 0.00 | 0.30 | 0.78 | 0.63 | 0.80 |
131
+ | kidney loop of Henle ascending limb epithelial cell | 23 | 0.27 | 0.49 | 0.29 | 0.13 | 0.00 | 0.27 | 0.54 | 0.54 | 0.69 |
132
+ | cardiac muscle cell | 42 | 0.81 | 0.81 | 0.72 | 0.91 | 0.00 | 0.89 | 1.00 | 0.97 | 0.99 |
133
+ | mature alpha-beta T cell | 37 | 0.00 | 0.20 | 0.10 | 0.38 | 0.00 | 0.32 | 0.38 | 0.49 | 0.31 |
134
+ | basophil | 31 | 0.54 | 0.69 | 0.75 | 0.58 | 0.00 | 0.40 | 0.67 | 0.52 | 0.81 |
135
+ | cardiac valve cell | 24 | 0.63 | 0.71 | 0.48 | 0.68 | 0.00 | 0.70 | 0.82 | 0.73 | 0.77 |
136
+ | oligodendrocyte precursor cell | 38 | 0.97 | 0.97 | 0.96 | 0.97 | 0.00 | 0.96 | 0.99 | 0.99 | 0.99 |
137
+ | Schwann cell | 26 | 0.74 | 0.81 | 0.76 | 0.75 | 0.00 | 0.74 | 0.80 | 0.69 | 0.79 |
138
+ | pulmonary interstitial fibroblast | 23 | 0.92 | 0.85 | 0.81 | 0.82 | 0.00 | 0.81 | 0.90 | 0.94 | 0.96 |
139
+ | smooth muscle cell of trachea | 23 | 0.00 | 0.29 | 0.32 | 0.27 | 0.00 | 0.07 | 0.52 | 0.52 | 0.27 |
140
+ | granulocyte monocyte progenitor cell | 31 | 0.00 | 0.63 | 0.74 | 0.73 | 0.00 | 0.75 | 0.91 | 0.85 | 0.92 |
141
+ | interneuron | 22 | 0.51 | 0.59 | 0.45 | 0.68 | 0.00 | 0.76 | 0.89 | 0.75 | 0.81 |
142
+ | pancreatic PP cell | 27 | 0.00 | 0.14 | 0.20 | 0.59 | 0.00 | 0.73 | 0.75 | 0.81 | 0.58 |
143
+ | smooth muscle cell of the pulmonary artery | 20 | 0.00 | 0.62 | 0.57 | 0.40 | 0.00 | 0.33 | 0.83 | 0.77 | 0.76 |
144
+ | cell of skeletal muscle | 22 | 0.89 | 0.91 | 0.72 | 0.93 | 0.00 | 0.92 | 0.89 | 0.90 | 0.93 |
145
+ | brush cell of epithelium proper of large intestine | 15 | 0.49 | 0.70 | 0.22 | 0.81 | 0.00 | 0.67 | 0.91 | 0.88 | 0.83 |
146
+ | Langerhans cell | 22 | 0.91 | 0.86 | 0.53 | 0.66 | 0.00 | 0.48 | 0.79 | 0.83 | 0.93 |
147
+ | stem cell of epidermis | 13 | 0.00 | 0.00 | 0.42 | 0.47 | 0.00 | 0.44 | 0.59 | 0.42 | 0.76 |
148
+ | regulatory T cell | 15 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.16 | 0.17 | 0.12 | 0.00 |
149
+ | epithelial cell of thymus | 19 | 0.10 | 0.00 | 0.23 | 0.27 | 0.00 | 0.06 | 0.57 | 0.39 | 0.25 |
150
+ | enteroendocrine cell | 13 | 0.75 | 0.67 | 0.56 | 0.73 | 0.00 | 0.86 | 1.00 | 0.69 | 0.83 |
151
+ | kidney capillary endothelial cell | 16 | 0.24 | 0.45 | 0.48 | 0.07 | 0.00 | 0.34 | 0.26 | 0.28 | 0.34 |
152
+ | neuroepithelial stem cell | 21 | 0.25 | 0.31 | 0.58 | 0.52 | 0.00 | 0.33 | 0.87 | 0.58 | 0.70 |
153
+ | macrophage dendritic cell progenitor | 14 | 0.00 | 0.38 | 0.46 | 0.42 | 0.00 | 0.36 | 0.60 | 0.47 | 0.67 |
154
+ | DN3 thymocyte | 18 | 0.00 | 0.10 | 0.10 | 0.71 | 0.00 | 0.61 | 0.74 | 0.67 | 0.65 |
155
+ | regular ventricular cardiac myocyte | 6 | 0.27 | 0.00 | 0.36 | 0.40 | 0.00 | 0.71 | 0.62 | 0.57 | 0.67 |
156
+ | endothelial cell of lymphatic vessel | 6 | 0.00 | 0.40 | 0.91 | 0.17 | 0.00 | 0.16 | 0.44 | 0.35 | 0.62 |
157
+ | ciliated columnar cell of tracheobronchial tree | 8 | 0.00 | 0.76 | 0.80 | 0.89 | 0.00 | 0.40 | 1.00 | 0.93 | 1.00 |
158
+ | plasmacytoid dendritic cell | 10 | 0.00 | 0.18 | 0.50 | 0.00 | 0.00 | 0.13 | 0.55 | 0.36 | 0.67 |
159
+ | dendritic cell | 10 | 0.00 | 0.27 | 0.24 | 0.18 | 0.00 | 0.16 | 0.41 | 0.42 | 0.48 |
160
+ | medium spiny neuron | 12 | 0.00 | 0.59 | 0.80 | 0.70 | 0.00 | 0.92 | 1.00 | 0.92 | 0.96 |
161
+ | pericyte | 11 | 0.88 | 0.92 | 0.96 | 0.73 | 0.00 | 0.92 | 0.85 | 0.88 | 0.96 |
162
+ | neural stem cell | 12 | 0.29 | 0.50 | 0.70 | 0.91 | 0.00 | 0.72 | 1.00 | 0.96 | 0.96 |
163
+ | kidney proximal straight tubule epithelial cell | 9 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.20 | 0.26 | 0.00 |
164
+ | blood cell | 12 | 0.31 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.36 | 0.21 | 0.33 |
165
+ | immature NK T cell | 11 | 0.00 | 0.17 | 0.25 | 0.15 | 0.00 | 0.15 | 0.40 | 0.24 | 0.53 |
166
+ | cardiac neuron | 8 | 0.00 | 0.00 | 0.22 | 0.33 | 0.00 | 0.50 | 0.50 | 0.44 | 0.50 |
167
+ | mast cell | 10 | 0.00 | 0.00 | 0.40 | 0.27 | 0.00 | 0.00 | 0.56 | 0.69 | 0.50 |
168
+ | mucus secreting cell | 9 | 0.00 | 0.40 | 0.71 | 0.56 | 0.00 | 0.47 | 0.80 | 0.84 | 0.94 |
169
+ | early pro-B cell | 9 | 0.00 | 0.50 | 0.62 | 0.50 | 0.00 | 0.67 | 0.63 | 0.70 | 0.62 |
170
+ | pancreatic stellate cell | 12 | 0.80 | 0.40 | 0.50 | 0.53 | 0.00 | 0.13 | 0.56 | 0.88 | 0.86 |
171
+ | ependymal cell | 8 | 0.82 | 0.80 | 0.93 | 0.89 | 0.00 | 0.76 | 0.89 | 0.89 | 0.94 |
172
+ | Bergmann glial cell | 6 | 0.00 | 0.67 | 0.67 | 0.73 | 0.00 | 0.71 | 0.91 | 0.80 | 0.91 |
173
+ | neuroendocrine cell | 4 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.57 | 0.50 | 0.00 |
174
  | fibrocyte | 0 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 |
175
+ | hepatic stellate cell | 2 | 0.00 | 1.00 | 0.67 | 0.57 | 0.00 | 0.22 | 1.00 | 0.67 | 1.00 |
176
+ | club cell | 2 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 |
177
+ | respiratory basal cell | 1 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 |
178
+ | kidney interstitial fibroblast | 2 | 0.00 | 0.00 | 0.00 | 1.00 | 0.00 | 0.15 | 0.40 | 0.40 | 1.00 |
179
+ | lymphoid lineage restricted progenitor cell | 0 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 |
180
  | lung neuroendocrine cell | 0 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 |
181
  | kidney cell | 0 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 |
182
+ | duct epithelial cell | 1 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 1.00 | 0.00 | 0.00 |
183
 
184
  The train accuracies are computed on the training data.
185
 
186
  | Cell Type | N cells | celltypist | knn bbknn | knn harmony | knn on scvi | onclass | scanvi | svm | xgboost | Consensus Prediction |
187
  | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- |
188
+ | B cell | 32688 | 0.85 | 0.90 | 0.89 | 0.93 | 0.00 | 0.93 | 0.73 | 0.79 | 0.95 |
189
+ | mesenchymal stem cell | 14492 | 0.86 | 0.86 | 0.92 | 0.89 | 0.00 | 0.91 | 0.91 | 0.85 | 0.95 |
190
+ | basal cell of epidermis | 14065 | 0.85 | 0.87 | 0.91 | 0.92 | 0.00 | 0.85 | 0.86 | 0.84 | 0.92 |
191
+ | granulocyte | 13911 | 0.80 | 0.84 | 0.90 | 0.91 | 0.00 | 0.86 | 0.74 | 0.85 | 0.91 |
192
+ | endothelial cell | 13412 | 0.86 | 0.86 | 0.87 | 0.86 | 0.00 | 0.86 | 0.90 | 0.86 | 0.95 |
193
+ | microglial cell | 11942 | 0.99 | 0.99 | 0.95 | 0.99 | 0.00 | 0.97 | 0.99 | 0.99 | 0.99 |
194
+ | T cell | 11498 | 0.77 | 0.79 | 0.77 | 0.84 | 0.00 | 0.89 | 0.68 | 0.75 | 0.88 |
195
+ | keratinocyte | 11126 | 0.86 | 0.87 | 0.91 | 0.93 | 0.00 | 0.88 | 0.89 | 0.86 | 0.92 |
196
+ | macrophage | 8645 | 0.45 | 0.63 | 0.83 | 0.77 | 0.00 | 0.74 | 0.56 | 0.60 | 0.82 |
197
+ | classical monocyte | 7327 | 0.83 | 0.54 | 0.78 | 0.90 | 0.00 | 0.89 | 0.82 | 0.84 | 0.93 |
198
+ | granulocytopoietic cell | 7276 | 0.65 | 0.79 | 0.85 | 0.86 | 0.00 | 0.76 | 0.70 | 0.81 | 0.88 |
199
+ | bladder urothelial cell | 5999 | 0.98 | 0.98 | 0.97 | 0.97 | 0.00 | 0.97 | 0.99 | 0.98 | 0.99 |
200
+ | mesenchymal stem cell of adipose tissue | 6012 | 0.81 | 0.81 | 0.84 | 0.76 | 0.00 | 0.94 | 0.90 | 0.81 | 0.93 |
201
+ | fibroblast of cardiac tissue | 5705 | 0.94 | 0.93 | 0.86 | 0.82 | 0.00 | 0.94 | 0.95 | 0.92 | 0.97 |
202
+ | endothelial cell of coronary artery | 5404 | 0.82 | 0.83 | 0.80 | 0.79 | 0.00 | 0.92 | 0.91 | 0.86 | 0.96 |
203
+ | skeletal muscle satellite cell | 4356 | 0.98 | 0.97 | 0.95 | 0.98 | 0.00 | 0.96 | 0.97 | 0.96 | 0.98 |
204
+ | proerythroblast | 4235 | 0.54 | 0.52 | 0.73 | 0.77 | 0.00 | 0.76 | 0.55 | 0.69 | 0.75 |
205
+ | kidney proximal convoluted tubule epithelial cell | 4024 | 0.84 | 0.81 | 0.89 | 0.89 | 0.00 | 0.87 | 0.90 | 0.89 | 0.92 |
206
+ | bronchial smooth muscle cell | 4024 | 0.94 | 0.96 | 0.82 | 0.90 | 0.00 | 0.93 | 0.96 | 0.95 | 0.97 |
207
+ | myeloid cell | 3977 | 0.51 | 0.56 | 0.73 | 0.70 | 0.00 | 0.85 | 0.72 | 0.72 | 0.86 |
208
+ | hepatocyte | 3690 | 0.99 | 0.98 | 0.98 | 0.98 | 0.00 | 0.97 | 0.99 | 0.99 | 0.99 |
209
+ | type B pancreatic cell | 3598 | 0.97 | 0.97 | 0.97 | 0.98 | 0.00 | 0.98 | 0.99 | 0.98 | 0.99 |
210
+ | bladder cell | 3627 | 0.97 | 0.95 | 0.98 | 0.81 | 0.00 | 0.96 | 0.99 | 0.94 | 0.99 |
211
+ | promonocyte | 3455 | 0.69 | 0.70 | 0.85 | 0.86 | 0.00 | 0.87 | 0.77 | 0.81 | 0.88 |
212
+ | DN4 thymocyte | 3418 | 0.35 | 0.46 | 0.60 | 0.68 | 0.00 | 0.88 | 0.63 | 0.69 | 0.78 |
213
+ | basal cell | 3366 | 0.98 | 0.97 | 0.98 | 0.97 | 0.00 | 0.97 | 0.99 | 0.97 | 0.99 |
214
+ | monocyte | 3281 | 0.66 | 0.53 | 0.77 | 0.81 | 0.00 | 0.86 | 0.80 | 0.81 | 0.90 |
215
+ | enterocyte of epithelium of large intestine | 3264 | 0.90 | 0.92 | 0.94 | 0.94 | 0.00 | 0.93 | 0.94 | 0.94 | 0.96 |
216
+ | thymocyte | 3145 | 0.74 | 0.75 | 0.86 | 0.93 | 0.00 | 0.91 | 0.91 | 0.92 | 0.96 |
217
+ | epithelial cell of proximal tubule | 3138 | 0.81 | 0.77 | 0.86 | 0.84 | 0.00 | 0.87 | 0.87 | 0.85 | 0.89 |
218
+ | natural killer cell | 3029 | 0.82 | 0.80 | 0.74 | 0.86 | 0.00 | 0.87 | 0.81 | 0.84 | 0.88 |
219
+ | naive B cell | 3015 | 0.44 | 0.20 | 0.89 | 0.66 | 0.00 | 0.76 | 0.52 | 0.56 | 0.83 |
220
+ | hematopoietic stem cell | 3000 | 0.92 | 0.93 | 0.94 | 0.94 | 0.00 | 0.92 | 0.95 | 0.94 | 0.96 |
221
+ | mature NK T cell | 2837 | 0.60 | 0.61 | 0.61 | 0.79 | 0.00 | 0.82 | 0.64 | 0.71 | 0.78 |
222
+ | fibroblast | 2836 | 0.46 | 0.26 | 0.69 | 0.66 | 0.00 | 0.70 | 0.67 | 0.65 | 0.79 |
223
+ | stromal cell | 2783 | 0.68 | 0.35 | 0.88 | 0.75 | 0.00 | 0.97 | 0.88 | 0.70 | 0.92 |
224
+ | keratinocyte stem cell | 2755 | 0.94 | 0.92 | 0.92 | 0.94 | 0.00 | 0.94 | 0.94 | 0.91 | 0.96 |
225
+ | erythroblast | 2652 | 0.65 | 0.69 | 0.83 | 0.84 | 0.00 | 0.83 | 0.72 | 0.77 | 0.85 |
226
+ | Kupffer cell | 2515 | 0.97 | 0.94 | 0.88 | 0.94 | 0.00 | 0.97 | 0.98 | 0.97 | 0.99 |
227
+ | megakaryocyte-erythroid progenitor cell | 2542 | 0.57 | 0.64 | 0.77 | 0.76 | 0.00 | 0.79 | 0.66 | 0.74 | 0.81 |
228
+ | pancreatic acinar cell | 2436 | 0.96 | 0.96 | 0.95 | 0.99 | 0.00 | 0.98 | 0.99 | 0.99 | 0.99 |
229
+ | luminal epithelial cell of mammary gland | 2410 | 0.92 | 0.91 | 0.98 | 0.93 | 0.00 | 0.97 | 0.97 | 0.94 | 0.98 |
230
+ | professional antigen presenting cell | 2381 | 0.06 | 0.01 | 0.30 | 0.53 | 0.00 | 0.92 | 0.39 | 0.42 | 0.56 |
231
+ | epidermal cell | 1978 | 0.84 | 0.86 | 0.89 | 0.89 | 0.00 | 0.82 | 0.88 | 0.85 | 0.91 |
232
+ | hematopoietic precursor cell | 1927 | 0.60 | 0.71 | 0.66 | 0.81 | 0.00 | 0.91 | 0.73 | 0.81 | 0.89 |
233
+ | oligodendrocyte | 1893 | 0.98 | 0.99 | 0.97 | 0.99 | 0.00 | 0.99 | 1.00 | 0.99 | 0.99 |
234
+ | fibroblast of lung | 1816 | 0.96 | 0.95 | 0.92 | 0.94 | 0.00 | 0.97 | 0.99 | 0.97 | 0.98 |
235
+ | CD8-positive, alpha-beta T cell | 1739 | 0.46 | 0.49 | 0.51 | 0.64 | 0.00 | 0.66 | 0.58 | 0.65 | 0.73 |
236
+ | epithelial cell of large intestine | 1719 | 0.78 | 0.78 | 0.85 | 0.83 | 0.00 | 0.84 | 0.88 | 0.87 | 0.89 |
237
+ | intestinal crypt stem cell | 1726 | 0.81 | 0.85 | 0.89 | 0.90 | 0.00 | 0.88 | 0.90 | 0.88 | 0.92 |
238
+ | chondrocyte | 1720 | 0.75 | 0.62 | 0.85 | 0.84 | 0.00 | 0.87 | 0.89 | 0.88 | 0.86 |
239
+ | immature T cell | 1597 | 0.71 | 0.00 | 0.83 | 0.94 | 0.00 | 0.93 | 0.87 | 0.90 | 0.96 |
240
+ | precursor B cell | 1601 | 0.71 | 0.86 | 0.93 | 0.89 | 0.00 | 0.89 | 0.84 | 0.89 | 0.93 |
241
+ | intermediate monocyte | 1568 | 0.19 | 0.04 | 0.48 | 0.67 | 0.00 | 0.68 | 0.58 | 0.60 | 0.75 |
242
+ | large intestine goblet cell | 1574 | 0.81 | 0.84 | 0.92 | 0.87 | 0.00 | 0.93 | 0.95 | 0.92 | 0.95 |
243
+ | CD4-positive, alpha-beta T cell | 1549 | 0.00 | 0.39 | 0.47 | 0.59 | 0.00 | 0.64 | 0.49 | 0.60 | 0.74 |
244
+ | smooth muscle cell | 1520 | 0.64 | 0.75 | 0.83 | 0.89 | 0.00 | 0.87 | 0.88 | 0.84 | 0.84 |
245
+ | leukocyte | 1491 | 0.48 | 0.49 | 0.70 | 0.66 | 0.00 | 0.79 | 0.61 | 0.70 | 0.91 |
246
+ | plasma cell | 1486 | 0.52 | 0.62 | 0.81 | 0.81 | 0.00 | 0.80 | 0.57 | 0.68 | 0.80 |
247
+ | lymphocyte | 1437 | 0.23 | 0.22 | 0.67 | 0.60 | 0.00 | 0.85 | 0.32 | 0.49 | 0.73 |
248
+ | naive T cell | 1408 | 0.79 | 0.86 | 0.93 | 0.92 | 0.00 | 0.81 | 0.90 | 0.88 | 0.90 |
249
+ | kidney loop of Henle thick ascending limb epithelial cell | 1392 | 0.90 | 0.91 | 0.93 | 0.85 | 0.00 | 0.92 | 0.96 | 0.96 | 0.96 |
250
+ | immature B cell | 1289 | 0.80 | 0.71 | 0.82 | 0.81 | 0.00 | 0.82 | 0.62 | 0.72 | 0.90 |
251
+ | alveolar macrophage | 1234 | 0.94 | 0.94 | 0.93 | 0.94 | 0.00 | 0.96 | 0.98 | 0.95 | 0.98 |
252
+ | endothelial cell of hepatic sinusoid | 1156 | 0.95 | 0.94 | 0.87 | 0.85 | 0.00 | 0.87 | 0.97 | 0.96 | 0.98 |
253
+ | lung macrophage | 1046 | 0.84 | 0.04 | 0.72 | 0.91 | 0.00 | 0.94 | 0.91 | 0.87 | 0.96 |
254
+ | non-classical monocyte | 1018 | 0.53 | 0.64 | 0.83 | 0.83 | 0.00 | 0.91 | 0.81 | 0.78 | 0.83 |
255
+ | endocardial cell | 953 | 0.92 | 0.92 | 0.94 | 0.87 | 0.00 | 0.92 | 0.92 | 0.85 | 0.96 |
256
+ | double negative thymocyte | 879 | 0.61 | 0.00 | 0.65 | 0.79 | 0.00 | 0.89 | 0.77 | 0.82 | 0.92 |
257
+ | late pro-B cell | 852 | 0.75 | 0.80 | 0.85 | 0.88 | 0.00 | 0.79 | 0.72 | 0.88 | 0.94 |
258
+ | kidney collecting duct principal cell | 826 | 0.73 | 0.89 | 0.91 | 0.88 | 0.00 | 0.89 | 0.97 | 0.96 | 0.97 |
259
+ | basal epithelial cell of tracheobronchial tree | 838 | 0.82 | 0.74 | 0.94 | 0.81 | 0.00 | 0.84 | 0.92 | 0.87 | 0.96 |
260
+ | mesenchymal cell | 781 | 0.23 | 0.00 | 0.41 | 0.30 | 0.00 | 0.44 | 0.56 | 0.56 | 0.55 |
261
+ | pancreatic A cell | 746 | 0.65 | 0.75 | 0.87 | 0.88 | 0.00 | 0.92 | 0.95 | 0.94 | 0.93 |
262
+ | adventitial cell | 725 | 0.66 | 0.59 | 0.86 | 0.54 | 0.00 | 0.70 | 0.84 | 0.65 | 0.92 |
263
+ | epithelial cell | 680 | 0.43 | 0.03 | 0.85 | 0.70 | 0.00 | 0.66 | 0.58 | 0.67 | 0.82 |
264
+ | kidney distal convoluted tubule epithelial cell | 682 | 0.82 | 0.88 | 0.88 | 0.74 | 0.00 | 0.95 | 0.97 | 0.96 | 0.96 |
265
+ | neutrophil | 626 | 0.51 | 0.50 | 0.76 | 0.83 | 0.00 | 0.76 | 0.73 | 0.67 | 0.88 |
266
+ | pancreatic ductal cell | 574 | 0.93 | 0.80 | 0.98 | 0.95 | 0.00 | 0.97 | 0.98 | 0.97 | 0.99 |
267
+ | myeloid dendritic cell | 570 | 0.47 | 0.53 | 0.87 | 0.65 | 0.00 | 0.86 | 0.75 | 0.62 | 0.80 |
268
+ | astrocyte | 531 | 0.91 | 0.93 | 0.97 | 0.95 | 0.00 | 0.97 | 1.00 | 0.99 | 0.99 |
269
+ | secretory cell | 507 | 0.26 | 0.35 | 0.82 | 0.69 | 0.00 | 0.90 | 0.93 | 0.88 | 0.93 |
270
+ | myeloid leukocyte | 458 | 0.57 | 0.33 | 0.86 | 0.55 | 0.00 | 0.69 | 0.63 | 0.71 | 0.94 |
271
+ | plasmatocyte | 454 | 0.81 | 0.78 | 0.91 | 0.82 | 0.00 | 0.82 | 0.89 | 0.88 | 0.95 |
272
+ | neuron | 437 | 0.61 | 0.57 | 0.86 | 0.81 | 0.00 | 0.78 | 0.95 | 0.91 | 0.93 |
273
+ | brain pericyte | 443 | 0.53 | 0.73 | 0.68 | 0.87 | 0.00 | 0.86 | 0.97 | 0.93 | 0.92 |
274
+ | vein endothelial cell | 414 | 0.48 | 0.77 | 0.80 | 0.70 | 0.00 | 0.78 | 0.86 | 0.80 | 0.93 |
275
+ | pancreatic D cell | 424 | 0.00 | 0.69 | 0.90 | 0.91 | 0.00 | 0.93 | 0.98 | 0.97 | 0.98 |
276
+ | kidney collecting duct epithelial cell | 425 | 0.39 | 0.51 | 0.84 | 0.86 | 0.00 | 0.95 | 0.91 | 0.87 | 0.94 |
277
+ | aortic endothelial cell | 421 | 0.16 | 0.00 | 0.27 | 0.43 | 0.00 | 0.70 | 0.38 | 0.32 | 0.74 |
278
+ | brush cell | 371 | 0.80 | 0.53 | 0.93 | 0.93 | 0.00 | 0.73 | 0.88 | 0.85 | 0.91 |
279
+ | erythroid progenitor cell, mammalian | 371 | 0.60 | 0.00 | 0.89 | 0.83 | 0.00 | 0.35 | 0.76 | 0.64 | 0.93 |
280
+ | regular atrial cardiac myocyte | 364 | 0.40 | 0.42 | 0.77 | 0.71 | 0.00 | 0.71 | 0.77 | 0.73 | 0.88 |
281
+ | kidney cortex artery cell | 339 | 0.78 | 0.83 | 0.75 | 0.50 | 0.00 | 0.40 | 0.75 | 0.71 | 0.79 |
282
+ | erythrocyte | 312 | 0.69 | 0.50 | 0.84 | 0.90 | 0.00 | 0.81 | 0.81 | 0.84 | 0.92 |
283
+ | mesangial cell | 316 | 0.00 | 0.64 | 0.67 | 0.74 | 0.00 | 0.69 | 0.84 | 0.77 | 0.94 |
284
+ | kidney loop of Henle ascending limb epithelial cell | 321 | 0.41 | 0.60 | 0.66 | 0.48 | 0.00 | 0.70 | 0.86 | 0.86 | 0.77 |
285
+ | cardiac muscle cell | 292 | 0.69 | 0.63 | 0.83 | 0.96 | 0.00 | 0.97 | 0.99 | 0.96 | 0.99 |
286
+ | mature alpha-beta T cell | 293 | 0.00 | 0.12 | 0.40 | 0.42 | 0.00 | 0.70 | 0.59 | 0.63 | 0.79 |
287
+ | basophil | 294 | 0.45 | 0.67 | 0.85 | 0.81 | 0.00 | 0.61 | 0.74 | 0.75 | 0.85 |
288
+ | cardiac valve cell | 291 | 0.73 | 0.82 | 0.75 | 0.87 | 0.00 | 0.85 | 0.93 | 0.89 | 0.91 |
289
+ | oligodendrocyte precursor cell | 274 | 0.95 | 0.97 | 0.97 | 0.98 | 0.00 | 0.98 | 0.99 | 1.00 | 1.00 |
290
+ | Schwann cell | 248 | 0.71 | 0.71 | 0.86 | 0.84 | 0.00 | 0.82 | 0.86 | 0.84 | 0.82 |
291
+ | pulmonary interstitial fibroblast | 248 | 0.94 | 0.85 | 0.91 | 0.89 | 0.00 | 0.94 | 0.91 | 0.96 | 0.96 |
292
+ | smooth muscle cell of trachea | 229 | 0.00 | 0.02 | 0.53 | 0.46 | 0.00 | 0.81 | 0.71 | 0.72 | 0.84 |
293
+ | granulocyte monocyte progenitor cell | 219 | 0.00 | 0.57 | 0.86 | 0.82 | 0.00 | 0.59 | 0.81 | 0.77 | 0.87 |
294
+ | interneuron | 218 | 0.52 | 0.56 | 0.81 | 0.74 | 0.00 | 0.78 | 0.97 | 0.91 | 0.91 |
295
+ | pancreatic PP cell | 201 | 0.00 | 0.05 | 0.72 | 0.78 | 0.00 | 0.85 | 0.92 | 0.93 | 0.93 |
296
+ | smooth muscle cell of the pulmonary artery | 189 | 0.00 | 0.70 | 0.79 | 0.42 | 0.00 | 0.48 | 0.87 | 0.78 | 0.88 |
297
+ | cell of skeletal muscle | 170 | 0.95 | 0.90 | 0.76 | 0.94 | 0.00 | 0.94 | 0.96 | 0.96 | 0.97 |
298
+ | brush cell of epithelium proper of large intestine | 160 | 0.66 | 0.70 | 0.85 | 0.87 | 0.00 | 0.83 | 0.97 | 0.94 | 0.92 |
299
+ | Langerhans cell | 153 | 0.91 | 0.78 | 0.91 | 0.77 | 0.00 | 0.68 | 0.90 | 0.78 | 0.96 |
300
+ | stem cell of epidermis | 158 | 0.00 | 0.00 | 0.74 | 0.79 | 0.00 | 0.37 | 0.60 | 0.61 | 0.89 |
301
+ | regulatory T cell | 155 | 0.00 | 0.06 | 0.20 | 0.22 | 0.00 | 0.44 | 0.52 | 0.35 | 0.77 |
302
+ | epithelial cell of thymus | 146 | 0.23 | 0.03 | 0.72 | 0.54 | 0.00 | 0.56 | 0.86 | 0.58 | 0.93 |
303
+ | enteroendocrine cell | 148 | 0.86 | 0.76 | 0.94 | 0.84 | 0.00 | 0.89 | 0.98 | 0.95 | 0.95 |
304
+ | kidney capillary endothelial cell | 145 | 0.24 | 0.50 | 0.38 | 0.32 | 0.00 | 0.31 | 0.31 | 0.32 | 0.30 |
305
+ | neuroepithelial stem cell | 130 | 0.17 | 0.08 | 0.87 | 0.69 | 0.00 | 0.54 | 0.93 | 0.69 | 0.82 |
306
+ | macrophage dendritic cell progenitor | 134 | 0.00 | 0.28 | 0.80 | 0.84 | 0.00 | 0.66 | 0.79 | 0.70 | 0.89 |
307
+ | DN3 thymocyte | 128 | 0.00 | 0.01 | 0.42 | 0.81 | 0.00 | 0.67 | 0.80 | 0.75 | 0.87 |
308
+ | regular ventricular cardiac myocyte | 135 | 0.46 | 0.04 | 0.89 | 0.79 | 0.00 | 0.91 | 0.95 | 0.99 | 0.97 |
309
+ | endothelial cell of lymphatic vessel | 133 | 0.00 | 0.43 | 0.94 | 0.66 | 0.00 | 0.31 | 0.64 | 0.48 | 0.89 |
310
+ | ciliated columnar cell of tracheobronchial tree | 119 | 0.00 | 0.82 | 0.76 | 0.93 | 0.00 | 0.67 | 0.96 | 0.94 | 0.97 |
311
+ | plasmacytoid dendritic cell | 112 | 0.00 | 0.23 | 0.87 | 0.67 | 0.00 | 0.44 | 0.72 | 0.70 | 0.90 |
312
+ | dendritic cell | 97 | 0.00 | 0.36 | 0.76 | 0.60 | 0.00 | 0.65 | 0.69 | 0.55 | 0.81 |
313
+ | medium spiny neuron | 91 | 0.00 | 0.12 | 0.93 | 0.87 | 0.00 | 0.94 | 1.00 | 0.99 | 0.99 |
314
+ | pericyte | 88 | 0.80 | 0.86 | 0.81 | 0.86 | 0.00 | 0.83 | 0.91 | 0.91 | 0.94 |
315
+ | neural stem cell | 85 | 0.46 | 0.53 | 0.88 | 0.92 | 0.00 | 0.79 | 0.96 | 0.94 | 0.96 |
316
+ | kidney proximal straight tubule epithelial cell | 86 | 0.00 | 0.00 | 0.09 | 0.00 | 0.00 | 0.25 | 0.60 | 0.45 | 0.41 |
317
+ | blood cell | 76 | 0.22 | 0.00 | 0.32 | 0.13 | 0.00 | 0.24 | 0.40 | 0.29 | 0.39 |
318
+ | immature NK T cell | 73 | 0.00 | 0.02 | 0.35 | 0.47 | 0.00 | 0.44 | 0.63 | 0.52 | 0.74 |
319
+ | cardiac neuron | 73 | 0.00 | 0.14 | 0.80 | 0.70 | 0.00 | 0.79 | 0.84 | 0.74 | 0.92 |
320
+ | mast cell | 66 | 0.00 | 0.00 | 0.62 | 0.87 | 0.00 | 0.73 | 0.63 | 0.67 | 0.85 |
321
+ | mucus secreting cell | 64 | 0.00 | 0.36 | 0.89 | 0.83 | 0.00 | 0.88 | 0.98 | 0.95 | 0.99 |
322
+ | early pro-B cell | 63 | 0.00 | 0.54 | 0.76 | 0.77 | 0.00 | 0.81 | 0.79 | 0.77 | 0.93 |
323
+ | pancreatic stellate cell | 57 | 0.81 | 0.69 | 0.90 | 0.57 | 0.00 | 0.22 | 0.54 | 0.85 | 0.94 |
324
+ | ependymal cell | 47 | 0.88 | 0.49 | 0.95 | 0.92 | 0.00 | 0.67 | 1.00 | 0.96 | 1.00 |
325
+ | Bergmann glial cell | 48 | 0.00 | 0.54 | 0.79 | 0.79 | 0.00 | 0.84 | 1.00 | 1.00 | 0.96 |
326
+ | neuroendocrine cell | 44 | 0.00 | 0.00 | 0.15 | 0.43 | 0.00 | 0.76 | 0.96 | 0.81 | 0.51 |
327
+ | fibrocyte | 39 | 0.00 | 0.00 | 0.43 | 0.36 | 0.00 | 0.22 | 0.73 | 0.57 | 0.77 |
328
+ | hepatic stellate cell | 37 | 0.00 | 0.10 | 0.82 | 0.85 | 0.00 | 0.36 | 0.96 | 0.86 | 0.99 |
329
+ | club cell | 35 | 0.13 | 0.41 | 0.27 | 0.16 | 0.00 | 0.19 | 0.23 | 0.22 | 0.17 |
330
+ | respiratory basal cell | 33 | 0.00 | 0.00 | 0.95 | 0.69 | 0.00 | 0.39 | 0.99 | 0.86 | 0.91 |
331
+ | kidney interstitial fibroblast | 14 | 0.00 | 0.00 | 0.78 | 0.90 | 0.00 | 0.36 | 0.38 | 0.78 | 0.93 |
332
+ | lymphoid lineage restricted progenitor cell | 13 | 0.96 | 0.00 | 0.87 | 0.78 | 0.00 | 0.25 | 0.09 | 0.96 | 0.96 |
333
+ | lung neuroendocrine cell | 8 | 0.00 | 0.00 | 1.00 | 0.67 | 0.00 | 0.59 | 0.62 | 1.00 | 1.00 |
334
+ | kidney cell | 3 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.32 | 0.11 | 0.75 | 0.50 |
335
+ | duct epithelial cell | 1 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.07 | 0.25 | 0.67 | 0.00 |
336
 
337
  </details>
338