Joblib
popV
biology
genomics
single-cell
AnnData:0.12.2
scikit_learn:1.7.2
organism:Mus musculus
Python:3.12.8
popV:0.6.0
tissue: pancreas
tissue: lung
tissue: limb muscle
tissue: heart
tissue: skin of body
tissue: trachea
tissue: spleen
tissue: bone marrow
tissue: bladder lumen
tissue: kidney
tissue: liver
tissue: mammary gland
tissue: tongue
tissue: thymus
tissue: adipose tissue
tissue: large intestine
| { | |
| "query_accuracy": "| Cell Type | N cells | celltypist | knn bbknn | knn harmony | knn on scvi | onclass | scanvi | svm | xgboost | Consensus Prediction |\n| --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- |\n| B cell | 3036 | 0.94 | 0.93 | 0.90 | 0.93 | 0.00 | 0.90 | 0.87 | 0.88 | 0.94 |\n| mesenchymal stem cell | 1421 | 0.90 | 0.83 | 0.96 | 0.88 | 0.00 | 0.81 | 0.94 | 0.90 | 0.96 |\n| granulocyte | 1201 | 0.86 | 0.88 | 0.85 | 0.87 | 0.00 | 0.88 | 0.79 | 0.84 | 0.89 |\n| basal cell of epidermis | 1122 | 0.90 | 0.90 | 0.90 | 0.93 | 0.00 | 0.82 | 0.89 | 0.86 | 0.94 |\n| T cell | 1155 | 0.85 | 0.81 | 0.77 | 0.79 | 0.00 | 0.79 | 0.74 | 0.79 | 0.87 |\n| keratinocyte | 1117 | 0.91 | 0.85 | 0.92 | 0.94 | 0.00 | 0.86 | 0.91 | 0.87 | 0.95 |\n| endothelial cell | 964 | 0.91 | 0.93 | 0.86 | 0.91 | 0.00 | 0.86 | 0.96 | 0.92 | 0.96 |\n| classical monocyte | 815 | 0.84 | 0.53 | 0.74 | 0.70 | 0.00 | 0.44 | 0.83 | 0.84 | 0.91 |\n| granulocytopoietic cell | 803 | 0.81 | 0.78 | 0.86 | 0.86 | 0.00 | 0.82 | 0.77 | 0.82 | 0.88 |\n| macrophage | 773 | 0.69 | 0.67 | 0.66 | 0.68 | 0.00 | 0.58 | 0.68 | 0.70 | 0.78 |\n| bladder urothelial cell | 519 | 0.99 | 1.00 | 0.97 | 0.96 | 0.00 | 0.95 | 1.00 | 0.99 | 1.00 |\n| proerythroblast | 491 | 0.68 | 0.71 | 0.68 | 0.64 | 0.00 | 0.69 | 0.63 | 0.69 | 0.76 |\n| kidney proximal convoluted tubule epithelial cell | 443 | 0.86 | 0.87 | 0.83 | 0.83 | 0.00 | 0.84 | 0.89 | 0.89 | 0.88 |\n| endothelial cell of coronary artery | 329 | 0.84 | 0.86 | 0.71 | 0.83 | 0.00 | 0.83 | 0.95 | 0.91 | 0.94 |\n| epithelial cell of proximal tubule | 327 | 0.81 | 0.84 | 0.75 | 0.75 | 0.00 | 0.78 | 0.85 | 0.85 | 0.83 |\n| bladder cell | 292 | 0.96 | 0.96 | 0.97 | 0.87 | 0.00 | 0.79 | 0.98 | 0.96 | 0.98 |\n| mature NK T cell | 284 | 0.67 | 0.70 | 0.56 | 0.58 | 0.00 | 0.62 | 0.64 | 0.68 | 0.74 |\n| hepatocyte | 288 | 1.00 | 0.99 | 0.99 | 0.99 | 0.00 | 0.98 | 1.00 | 0.99 | 1.00 |\n| erythroblast | 272 | 0.69 | 0.71 | 0.72 | 0.77 | 0.00 | 0.72 | 0.70 | 0.75 | 0.78 |\n| promonocyte | 286 | 0.83 | 0.74 | 0.78 | 0.74 | 0.00 | 0.66 | 0.84 | 0.84 | 0.88 |\n| stromal cell | 267 | 0.72 | 0.31 | 0.91 | 0.63 | 0.00 | 0.69 | 0.93 | 0.82 | 0.92 |\n| megakaryocyte-erythroid progenitor cell | 287 | 0.70 | 0.72 | 0.61 | 0.78 | 0.00 | 0.71 | 0.70 | 0.70 | 0.77 |\n| type B pancreatic cell | 260 | 0.95 | 0.94 | 0.85 | 0.99 | 0.00 | 0.98 | 1.00 | 0.99 | 0.99 |\n| Kupffer cell | 242 | 0.98 | 0.60 | 0.79 | 0.78 | 0.00 | 0.81 | 0.98 | 0.97 | 0.98 |\n| natural killer cell | 270 | 0.82 | 0.83 | 0.74 | 0.81 | 0.00 | 0.75 | 0.86 | 0.87 | 0.85 |\n| professional antigen presenting cell | 255 | 0.00 | 0.00 | 0.10 | 0.02 | 0.00 | 0.01 | 0.53 | 0.47 | 0.05 |\n| fibroblast of cardiac tissue | 240 | 0.98 | 0.97 | 0.91 | 0.74 | 0.00 | 0.84 | 0.99 | 0.96 | 1.00 |\n| monocyte | 231 | 0.66 | 0.47 | 0.73 | 0.53 | 0.00 | 0.45 | 0.84 | 0.81 | 0.85 |\n| bronchial smooth muscle cell | 213 | 0.95 | 0.97 | 0.91 | 0.93 | 0.00 | 0.97 | 0.98 | 0.96 | 0.97 |\n| hematopoietic precursor cell | 226 | 0.63 | 0.72 | 0.54 | 0.61 | 0.00 | 0.53 | 0.74 | 0.84 | 0.76 |\n| pancreatic acinar cell | 214 | 0.99 | 0.99 | 0.66 | 1.00 | 0.00 | 1.00 | 1.00 | 1.00 | 1.00 |\n| skeletal muscle satellite cell | 199 | 0.98 | 0.98 | 0.97 | 0.98 | 0.00 | 0.98 | 0.97 | 0.95 | 0.98 |\n| DN4 thymocyte | 181 | 0.36 | 0.06 | 0.45 | 0.20 | 0.00 | 0.15 | 0.63 | 0.60 | 0.42 |\n| luminal epithelial cell of mammary gland | 191 | 0.92 | 0.94 | 0.97 | 0.90 | 0.00 | 0.82 | 0.95 | 0.94 | 0.98 |\n| mesenchymal stem cell of adipose tissue | 200 | 0.57 | 0.44 | 0.72 | 0.57 | 0.00 | 0.35 | 0.89 | 0.74 | 0.88 |\n| thymocyte | 174 | 0.98 | 0.16 | 0.88 | 0.98 | 0.00 | 0.94 | 0.97 | 0.97 | 0.99 |\n| myeloid cell | 182 | 0.52 | 0.14 | 0.49 | 0.51 | 0.00 | 0.23 | 0.80 | 0.75 | 0.70 |\n| fibroblast | 182 | 0.63 | 0.09 | 0.73 | 0.71 | 0.00 | 0.55 | 0.70 | 0.70 | 0.76 |\n| immature T cell | 196 | 0.94 | 0.69 | 0.90 | 0.97 | 0.00 | 0.95 | 0.95 | 0.94 | 0.96 |\n| intermediate monocyte | 151 | 0.57 | 0.28 | 0.58 | 0.60 | 0.00 | 0.59 | 0.52 | 0.61 | 0.74 |\n| epidermal cell | 198 | 0.94 | 0.00 | 0.93 | 0.92 | 0.00 | 0.94 | 0.93 | 0.91 | 0.97 |\n| chondrocyte | 170 | 0.84 | 0.00 | 0.87 | 0.86 | 0.00 | 0.82 | 0.86 | 0.86 | 0.88 |\n| plasma cell | 159 | 0.62 | 0.63 | 0.62 | 0.60 | 0.00 | 0.59 | 0.61 | 0.58 | 0.73 |\n| smooth muscle cell | 171 | 0.75 | 0.85 | 0.77 | 0.83 | 0.00 | 0.84 | 0.92 | 0.85 | 0.84 |\n| lymphocyte | 168 | 0.17 | 0.23 | 0.17 | 0.19 | 0.00 | 0.12 | 0.31 | 0.39 | 0.38 |\n| basal cell | 181 | 0.99 | 0.98 | 0.99 | 0.96 | 0.00 | 0.95 | 0.98 | 0.97 | 0.99 |\n| naive T cell | 174 | 0.84 | 0.90 | 0.85 | 0.90 | 0.00 | 0.81 | 0.88 | 0.88 | 0.91 |\n| kidney loop of Henle thick ascending limb epithelial cell | 150 | 0.90 | 0.90 | 0.87 | 0.91 | 0.00 | 0.90 | 0.89 | 0.91 | 0.91 |\n| fibroblast of lung | 158 | 0.94 | 0.91 | 0.94 | 0.94 | 0.00 | 0.94 | 0.96 | 0.94 | 0.96 |\n| leukocyte | 152 | 0.65 | 0.57 | 0.50 | 0.39 | 0.00 | 0.32 | 0.80 | 0.73 | 0.77 |\n| alveolar macrophage | 136 | 0.98 | 0.96 | 0.98 | 0.97 | 0.00 | 0.96 | 0.97 | 0.94 | 0.99 |\n| lung macrophage | 117 | 0.89 | 0.07 | 0.67 | 0.21 | 0.00 | 0.78 | 0.87 | 0.86 | 0.95 |\n| enterocyte of epithelium of large intestine | 93 | 0.93 | 0.52 | 0.82 | 0.95 | 0.00 | 0.94 | 0.97 | 0.95 | 0.96 |\n| fenestrated endothelial cell | 105 | 0.85 | 0.88 | 0.81 | 0.81 | 0.00 | 0.73 | 0.93 | 0.90 | 0.94 |\n| non-classical monocyte | 97 | 0.72 | 0.80 | 0.81 | 0.71 | 0.00 | 0.72 | 0.76 | 0.78 | 0.76 |\n| double negative thymocyte | 98 | 0.76 | 0.00 | 0.39 | 0.79 | 0.00 | 0.86 | 0.86 | 0.83 | 0.85 |\n| precursor B cell | 102 | 0.81 | 0.90 | 0.80 | 0.86 | 0.00 | 0.85 | 0.89 | 0.91 | 0.89 |\n| mesenchymal cell | 85 | 0.24 | 0.00 | 0.11 | 0.12 | 0.00 | 0.11 | 0.38 | 0.48 | 0.32 |\n| CD8-positive, alpha-beta T cell | 89 | 0.57 | 0.56 | 0.17 | 0.23 | 0.00 | 0.38 | 0.61 | 0.67 | 0.66 |\n| immature B cell | 75 | 0.95 | 0.92 | 0.95 | 0.97 | 0.00 | 0.93 | 0.64 | 0.89 | 0.94 |\n| kidney collecting duct principal cell | 83 | 0.93 | 0.96 | 0.92 | 0.98 | 0.00 | 0.96 | 0.96 | 0.93 | 0.98 |\n| kidney distal convoluted tubule epithelial cell | 93 | 0.93 | 0.96 | 0.87 | 0.96 | 0.00 | 0.95 | 0.92 | 0.92 | 0.96 |\n| endocardial cell | 61 | 0.89 | 0.91 | 0.90 | 0.88 | 0.00 | 0.88 | 0.92 | 0.80 | 0.94 |\n| endothelial cell of hepatic sinusoid | 71 | 0.96 | 0.94 | 0.85 | 0.90 | 0.00 | 0.81 | 0.97 | 0.94 | 0.98 |\n| neutrophil | 40 | 0.59 | 0.54 | 0.35 | 0.56 | 0.00 | 0.67 | 0.78 | 0.72 | 0.79 |\n| CD4-positive, alpha-beta T cell | 39 | 0.30 | 0.42 | 0.05 | 0.17 | 0.00 | 0.37 | 0.42 | 0.35 | 0.56 |\n| late pro-B cell | 52 | 0.78 | 0.72 | 0.40 | 0.67 | 0.00 | 0.76 | 0.82 | 0.77 | 0.90 |\n| adventitial cell | 57 | 0.70 | 0.59 | 0.71 | 0.44 | 0.00 | 0.43 | 0.85 | 0.71 | 0.85 |\n| basal epithelial cell of tracheobronchial tree | 41 | 0.94 | 0.00 | 0.93 | 0.86 | 0.00 | 0.84 | 0.93 | 0.93 | 0.95 |\n| plasmatocyte | 50 | 0.82 | 0.84 | 0.81 | 0.82 | 0.00 | 0.45 | 0.90 | 0.79 | 0.91 |\n| keratinocyte stem cell | 47 | 0.84 | 0.00 | 0.76 | 0.87 | 0.00 | 0.87 | 0.88 | 0.78 | 0.94 |\n| brush cell | 42 | 0.90 | 0.91 | 0.75 | 0.87 | 0.00 | 0.75 | 0.87 | 0.74 | 0.91 |\n| erythroid progenitor cell, mammalian | 35 | 0.67 | 0.00 | 0.74 | 0.50 | 0.00 | 0.24 | 0.81 | 0.57 | 0.93 |\n| naive B cell | 32 | 0.86 | 0.90 | 0.90 | 0.85 | 0.00 | 0.88 | 0.86 | 0.87 | 0.93 |\n| kidney cortex artery cell | 54 | 0.85 | 0.88 | 0.44 | 0.70 | 0.00 | 0.73 | 0.90 | 0.77 | 0.94 |\n| erythrocyte | 34 | 0.81 | 0.47 | 0.65 | 0.63 | 0.00 | 0.70 | 0.80 | 0.81 | 0.81 |\n| intestinal crypt stem cell | 39 | 0.67 | 0.00 | 0.05 | 0.73 | 0.00 | 0.69 | 0.94 | 0.88 | 0.91 |\n| epithelial cell | 38 | 0.76 | 0.05 | 0.85 | 0.83 | 0.00 | 0.69 | 0.91 | 0.77 | 0.90 |\n| cardiac muscle cell | 33 | 1.00 | 1.00 | 0.86 | 1.00 | 0.00 | 0.97 | 1.00 | 1.00 | 1.00 |\n| pancreatic ductal cell | 32 | 0.98 | 0.55 | 0.86 | 0.95 | 0.00 | 0.91 | 0.97 | 1.00 | 0.97 |\n| vein endothelial cell | 30 | 0.79 | 0.81 | 0.59 | 0.82 | 0.00 | 0.86 | 0.95 | 0.84 | 0.88 |\n| pancreatic A cell | 30 | 0.59 | 0.49 | 0.06 | 0.91 | 0.00 | 0.90 | 0.95 | 0.92 | 0.94 |\n| myeloid leukocyte | 28 | 0.67 | 0.19 | 0.35 | 0.00 | 0.00 | 0.20 | 0.64 | 0.68 | 0.83 |\n| Schwann cell | 30 | 0.82 | 0.26 | 0.89 | 0.82 | 0.00 | 0.82 | 0.88 | 0.76 | 0.83 |\n| pancreatic D cell | 31 | 0.00 | 0.64 | 0.17 | 0.93 | 0.00 | 0.92 | 0.98 | 0.98 | 0.94 |\n| mesangial cell | 27 | 0.00 | 0.92 | 0.59 | 0.65 | 0.00 | 0.59 | 0.82 | 0.79 | 0.95 |\n| basophil | 27 | 0.65 | 0.78 | 0.75 | 0.65 | 0.00 | 0.52 | 0.67 | 0.65 | 0.80 |\n| myeloid dendritic cell | 24 | 0.35 | 0.54 | 0.39 | 0.55 | 0.00 | 0.22 | 0.60 | 0.57 | 0.72 |\n| epithelial cell of large intestine | 26 | 0.00 | 0.00 | 0.31 | 0.79 | 0.00 | 0.76 | 0.82 | 0.81 | 0.85 |\n| pulmonary interstitial fibroblast | 24 | 0.87 | 0.87 | 0.70 | 0.88 | 0.00 | 0.73 | 0.96 | 0.98 | 0.96 |\n| kidney loop of Henle ascending limb epithelial cell | 28 | 0.00 | 0.26 | 0.00 | 0.07 | 0.00 | 0.59 | 0.44 | 0.68 | 0.23 |\n| cell of skeletal muscle | 14 | 0.93 | 0.93 | 0.72 | 0.90 | 0.00 | 0.82 | 0.90 | 0.88 | 0.93 |\n| Langerhans cell | 18 | 0.97 | 0.77 | 0.00 | 0.45 | 0.00 | 0.40 | 0.89 | 0.83 | 0.91 |\n| stem cell of epidermis | 12 | 0.62 | 0.00 | 0.83 | 0.81 | 0.00 | 0.17 | 0.77 | 0.71 | 0.92 |\n| kidney capillary endothelial cell | 14 | 0.00 | 0.64 | 0.50 | 0.60 | 0.00 | 0.70 | 0.64 | 0.77 | 0.78 |\n| large intestine goblet cell | 15 | 0.00 | 0.00 | 0.24 | 0.89 | 0.00 | 0.97 | 0.97 | 0.90 | 0.93 |\n| pancreatic PP cell | 16 | 0.00 | 0.40 | 0.00 | 0.79 | 0.00 | 0.83 | 0.85 | 0.84 | 0.90 |\n| macrophage dendritic cell progenitor | 13 | 0.00 | 0.50 | 0.21 | 0.11 | 0.00 | 0.60 | 0.59 | 0.44 | 0.58 |\n| DN3 thymocyte | 19 | 0.80 | 0.64 | 0.27 | 0.95 | 0.00 | 0.84 | 0.81 | 0.88 | 0.95 |\n| smooth muscle cell of trachea | 14 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.11 | 0.59 | 0.64 | 0.00 |\n| pulmonary alveolar type 2 cell | 8 | 0.94 | 0.89 | 0.80 | 0.86 | 0.00 | 0.86 | 1.00 | 1.00 | 0.94 |\n| regulatory T cell | 9 | 0.00 | 0.20 | 0.00 | 0.00 | 0.00 | 0.11 | 0.13 | 0.12 | 0.00 |\n| plasmacytoid dendritic cell | 16 | 0.32 | 0.40 | 0.11 | 0.18 | 0.00 | 0.61 | 0.58 | 0.61 | 0.74 |\n| smooth muscle cell of the pulmonary artery | 12 | 0.57 | 0.70 | 0.27 | 0.64 | 0.00 | 0.65 | 0.85 | 0.64 | 0.80 |\n| kidney proximal straight tubule epithelial cell | 8 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.33 | 0.16 | 0.00 |\n| blood cell | 7 | 0.15 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.29 | 0.30 | 0.33 |\n| immature NK T cell | 10 | 0.33 | 0.44 | 0.53 | 0.00 | 0.00 | 0.41 | 0.29 | 0.39 | 0.43 |\n| cardiac neuron | 6 | 0.00 | 0.44 | 0.60 | 0.17 | 0.00 | 0.36 | 0.73 | 0.46 | 0.50 |\n| mast cell | 7 | 0.00 | 0.00 | 0.43 | 0.00 | 0.00 | 0.32 | 0.80 | 0.75 | 0.75 |\n| pericyte | 3 | 1.00 | 1.00 | 1.00 | 1.00 | 0.00 | 1.00 | 1.00 | 0.86 | 1.00 |\n| ciliated columnar cell of tracheobronchial tree | 9 | 1.00 | 0.08 | 0.94 | 0.90 | 0.00 | 0.95 | 1.00 | 0.94 | 0.95 |\n| neuroendocrine cell | 5 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.44 | 0.15 | 0.00 |\n| dendritic cell | 8 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.14 | 0.74 | 0.33 | 0.40 |\n| endothelial cell of lymphatic vessel | 3 | 0.00 | 0.00 | 0.80 | 0.40 | 0.00 | 0.08 | 0.40 | 0.25 | 0.80 |\n| hepatic stellate cell | 2 | 1.00 | 0.67 | 0.67 | 0.80 | 0.00 | 0.33 | 0.80 | 1.00 | 1.00 |\n| hematopoietic stem cell | 3 | 0.24 | 0.00 | 0.50 | 0.67 | 0.00 | 0.50 | 0.33 | 0.67 | 0.80 |\n| kidney collecting duct epithelial cell | 1 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 |\n| pancreatic stellate cell | 0 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 |\n| club cell | 1 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 |\n| lung neuroendocrine cell | 1 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 1.00 | 0.00 |\n| kidney cell | 0 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 |\n| duct epithelial cell | 0 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 |", | |
| "ref_accuracy": "| Cell Type | N cells | celltypist | knn bbknn | knn harmony | knn on scvi | onclass | scanvi | svm | xgboost | Consensus Prediction |\n| --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- |\n| B cell | 27684 | 0.94 | 0.90 | 0.93 | 0.95 | 0.00 | 0.95 | 0.88 | 0.88 | 0.95 |\n| mesenchymal stem cell | 13292 | 0.89 | 0.81 | 0.96 | 0.90 | 0.00 | 0.90 | 0.94 | 0.91 | 0.97 |\n| granulocyte | 11395 | 0.87 | 0.89 | 0.92 | 0.92 | 0.00 | 0.91 | 0.82 | 0.87 | 0.92 |\n| basal cell of epidermis | 10309 | 0.89 | 0.89 | 0.93 | 0.94 | 0.00 | 0.87 | 0.90 | 0.87 | 0.95 |\n| T cell | 10261 | 0.84 | 0.78 | 0.78 | 0.85 | 0.00 | 0.90 | 0.75 | 0.79 | 0.90 |\n| keratinocyte | 10025 | 0.90 | 0.84 | 0.94 | 0.95 | 0.00 | 0.90 | 0.91 | 0.88 | 0.96 |\n| endothelial cell | 8928 | 0.91 | 0.91 | 0.88 | 0.92 | 0.00 | 0.91 | 0.96 | 0.92 | 0.97 |\n| classical monocyte | 7107 | 0.85 | 0.45 | 0.81 | 0.87 | 0.00 | 0.90 | 0.86 | 0.86 | 0.94 |\n| granulocytopoietic cell | 6796 | 0.79 | 0.73 | 0.91 | 0.87 | 0.00 | 0.87 | 0.79 | 0.84 | 0.90 |\n| macrophage | 6411 | 0.70 | 0.63 | 0.79 | 0.76 | 0.00 | 0.81 | 0.72 | 0.74 | 0.85 |\n| bladder urothelial cell | 4712 | 0.99 | 0.99 | 0.99 | 0.97 | 0.00 | 0.98 | 1.00 | 0.99 | 1.00 |\n| proerythroblast | 4079 | 0.69 | 0.68 | 0.79 | 0.78 | 0.00 | 0.78 | 0.68 | 0.71 | 0.80 |\n| kidney proximal convoluted tubule epithelial cell | 4017 | 0.87 | 0.80 | 0.86 | 0.88 | 0.00 | 0.90 | 0.91 | 0.90 | 0.91 |\n| endothelial cell of coronary artery | 2964 | 0.84 | 0.81 | 0.77 | 0.87 | 0.00 | 0.96 | 0.97 | 0.92 | 0.97 |\n| epithelial cell of proximal tubule | 2726 | 0.82 | 0.67 | 0.81 | 0.81 | 0.00 | 0.86 | 0.89 | 0.87 | 0.87 |\n| bladder cell | 2711 | 0.97 | 0.96 | 0.99 | 0.89 | 0.00 | 0.94 | 0.99 | 0.97 | 0.99 |\n| mature NK T cell | 2678 | 0.67 | 0.70 | 0.62 | 0.77 | 0.00 | 0.85 | 0.70 | 0.75 | 0.82 |\n| hepatocyte | 2634 | 1.00 | 1.00 | 0.99 | 1.00 | 0.00 | 0.99 | 1.00 | 1.00 | 1.00 |\n| erythroblast | 2646 | 0.70 | 0.72 | 0.81 | 0.83 | 0.00 | 0.93 | 0.76 | 0.79 | 0.85 |\n| promonocyte | 2541 | 0.86 | 0.78 | 0.86 | 0.90 | 0.00 | 0.90 | 0.89 | 0.88 | 0.92 |\n| stromal cell | 2516 | 0.72 | 0.01 | 0.97 | 0.72 | 0.00 | 0.89 | 0.94 | 0.83 | 0.94 |\n| megakaryocyte-erythroid progenitor cell | 2425 | 0.70 | 0.73 | 0.78 | 0.81 | 0.00 | 0.88 | 0.74 | 0.78 | 0.83 |\n| type B pancreatic cell | 2413 | 0.94 | 0.92 | 0.89 | 0.99 | 0.00 | 0.98 | 1.00 | 0.99 | 1.00 |\n| Kupffer cell | 2301 | 0.96 | 0.44 | 0.81 | 0.88 | 0.00 | 0.97 | 0.99 | 0.98 | 0.99 |\n| natural killer cell | 2215 | 0.86 | 0.85 | 0.71 | 0.86 | 0.00 | 0.87 | 0.89 | 0.90 | 0.91 |\n| professional antigen presenting cell | 2227 | 0.00 | 0.00 | 0.21 | 0.22 | 0.00 | 0.88 | 0.55 | 0.49 | 0.31 |\n| fibroblast of cardiac tissue | 2169 | 0.98 | 0.97 | 0.91 | 0.78 | 0.00 | 0.90 | 0.99 | 0.96 | 1.00 |\n| monocyte | 2162 | 0.72 | 0.45 | 0.85 | 0.74 | 0.00 | 0.92 | 0.90 | 0.88 | 0.92 |\n| bronchial smooth muscle cell | 2126 | 0.97 | 0.97 | 0.84 | 0.95 | 0.00 | 0.98 | 0.99 | 0.98 | 0.98 |\n| hematopoietic precursor cell | 1918 | 0.58 | 0.69 | 0.58 | 0.77 | 0.00 | 0.88 | 0.78 | 0.83 | 0.85 |\n| pancreatic acinar cell | 1920 | 0.99 | 0.00 | 0.88 | 1.00 | 0.00 | 1.00 | 1.00 | 0.99 | 1.00 |\n| skeletal muscle satellite cell | 1856 | 0.98 | 0.98 | 0.99 | 0.99 | 0.00 | 0.98 | 0.99 | 0.97 | 0.99 |\n| DN4 thymocyte | 1819 | 0.33 | 0.01 | 0.46 | 0.64 | 0.00 | 0.96 | 0.67 | 0.67 | 0.72 |\n| luminal epithelial cell of mammary gland | 1712 | 0.93 | 0.91 | 0.97 | 0.94 | 0.00 | 0.96 | 0.96 | 0.96 | 0.98 |\n| mesenchymal stem cell of adipose tissue | 1693 | 0.60 | 0.17 | 0.82 | 0.61 | 0.00 | 0.94 | 0.94 | 0.82 | 0.95 |\n| thymocyte | 1718 | 0.97 | 0.02 | 0.90 | 0.98 | 0.00 | 0.98 | 0.98 | 0.98 | 0.99 |\n| myeloid cell | 1689 | 0.60 | 0.03 | 0.66 | 0.64 | 0.00 | 0.97 | 0.85 | 0.82 | 0.89 |\n| fibroblast | 1631 | 0.63 | 0.06 | 0.75 | 0.76 | 0.00 | 0.72 | 0.80 | 0.79 | 0.85 |\n| immature T cell | 1588 | 0.91 | 0.25 | 0.92 | 0.97 | 0.00 | 0.96 | 0.96 | 0.95 | 0.96 |\n| intermediate monocyte | 1598 | 0.58 | 0.22 | 0.64 | 0.76 | 0.00 | 0.72 | 0.65 | 0.66 | 0.80 |\n| epidermal cell | 1537 | 0.92 | 0.00 | 0.93 | 0.92 | 0.00 | 0.95 | 0.93 | 0.93 | 0.96 |\n| chondrocyte | 1460 | 0.85 | 0.00 | 0.87 | 0.87 | 0.00 | 0.90 | 0.91 | 0.91 | 0.92 |\n| plasma cell | 1462 | 0.68 | 0.67 | 0.75 | 0.77 | 0.00 | 0.83 | 0.68 | 0.68 | 0.82 |\n| smooth muscle cell | 1430 | 0.73 | 0.81 | 0.83 | 0.87 | 0.00 | 0.89 | 0.92 | 0.86 | 0.84 |\n| lymphocyte | 1423 | 0.17 | 0.22 | 0.56 | 0.33 | 0.00 | 0.79 | 0.40 | 0.51 | 0.65 |\n| basal cell | 1406 | 0.98 | 0.98 | 0.99 | 0.97 | 0.00 | 0.98 | 0.98 | 0.97 | 0.99 |\n| naive T cell | 1394 | 0.86 | 0.90 | 0.92 | 0.93 | 0.00 | 0.88 | 0.90 | 0.91 | 0.91 |\n| kidney loop of Henle thick ascending limb epithelial cell | 1404 | 0.93 | 0.93 | 0.94 | 0.93 | 0.00 | 0.93 | 0.97 | 0.96 | 0.95 |\n| fibroblast of lung | 1365 | 0.96 | 0.93 | 0.94 | 0.96 | 0.00 | 0.98 | 0.99 | 0.99 | 0.99 |\n| leukocyte | 1348 | 0.65 | 0.56 | 0.64 | 0.56 | 0.00 | 0.85 | 0.83 | 0.80 | 0.87 |\n| alveolar macrophage | 1230 | 0.98 | 0.97 | 0.97 | 0.96 | 0.00 | 0.98 | 0.97 | 0.97 | 0.99 |\n| lung macrophage | 1040 | 0.88 | 0.04 | 0.73 | 0.83 | 0.00 | 0.89 | 0.89 | 0.88 | 0.96 |\n| enterocyte of epithelium of large intestine | 1032 | 0.95 | 0.00 | 0.93 | 0.96 | 0.00 | 0.98 | 0.99 | 0.98 | 0.99 |\n| fenestrated endothelial cell | 922 | 0.87 | 0.88 | 0.72 | 0.82 | 0.00 | 0.87 | 0.97 | 0.95 | 0.96 |\n| non-classical monocyte | 913 | 0.75 | 0.77 | 0.88 | 0.83 | 0.00 | 0.85 | 0.86 | 0.85 | 0.83 |\n| double negative thymocyte | 873 | 0.77 | 0.00 | 0.54 | 0.87 | 0.00 | 0.91 | 0.89 | 0.89 | 0.93 |\n| precursor B cell | 813 | 0.80 | 0.86 | 0.81 | 0.90 | 0.00 | 0.91 | 0.93 | 0.95 | 0.92 |\n| mesenchymal cell | 794 | 0.26 | 0.00 | 0.29 | 0.18 | 0.00 | 0.55 | 0.54 | 0.58 | 0.58 |\n| CD8-positive, alpha-beta T cell | 781 | 0.52 | 0.56 | 0.19 | 0.61 | 0.00 | 0.88 | 0.74 | 0.80 | 0.85 |\n| immature B cell | 751 | 0.92 | 0.91 | 0.91 | 0.93 | 0.00 | 0.94 | 0.72 | 0.89 | 0.94 |\n| kidney collecting duct principal cell | 706 | 0.89 | 0.95 | 0.96 | 0.96 | 0.00 | 0.97 | 0.98 | 0.98 | 0.98 |\n| kidney distal convoluted tubule epithelial cell | 651 | 0.88 | 0.92 | 0.91 | 0.94 | 0.00 | 0.96 | 0.98 | 0.97 | 0.96 |\n| endocardial cell | 617 | 0.89 | 0.90 | 0.90 | 0.91 | 0.00 | 0.91 | 0.95 | 0.87 | 0.96 |\n| endothelial cell of hepatic sinusoid | 603 | 0.94 | 0.95 | 0.79 | 0.91 | 0.00 | 0.84 | 0.98 | 0.98 | 0.99 |\n| neutrophil | 512 | 0.67 | 0.58 | 0.89 | 0.82 | 0.00 | 0.96 | 0.86 | 0.83 | 0.93 |\n| CD4-positive, alpha-beta T cell | 512 | 0.29 | 0.28 | 0.35 | 0.59 | 0.00 | 0.86 | 0.62 | 0.64 | 0.86 |\n| late pro-B cell | 480 | 0.79 | 0.78 | 0.49 | 0.83 | 0.00 | 0.84 | 0.85 | 0.86 | 0.95 |\n| adventitial cell | 469 | 0.76 | 0.53 | 0.93 | 0.61 | 0.00 | 0.69 | 0.92 | 0.81 | 0.95 |\n| basal epithelial cell of tracheobronchial tree | 480 | 0.96 | 0.00 | 0.97 | 0.91 | 0.00 | 0.97 | 0.97 | 0.98 | 0.99 |\n| plasmatocyte | 446 | 0.85 | 0.77 | 0.90 | 0.84 | 0.00 | 0.63 | 0.95 | 0.90 | 0.96 |\n| keratinocyte stem cell | 371 | 0.82 | 0.00 | 0.91 | 0.88 | 0.00 | 0.84 | 0.90 | 0.79 | 0.95 |\n| brush cell | 372 | 0.91 | 0.86 | 0.93 | 0.91 | 0.00 | 0.86 | 0.96 | 0.91 | 0.95 |\n| erythroid progenitor cell, mammalian | 374 | 0.68 | 0.00 | 0.91 | 0.78 | 0.00 | 0.31 | 0.81 | 0.62 | 0.94 |\n| naive B cell | 366 | 0.89 | 0.91 | 0.92 | 0.92 | 0.00 | 0.93 | 0.95 | 0.96 | 0.96 |\n| kidney cortex artery cell | 327 | 0.83 | 0.87 | 0.75 | 0.77 | 0.00 | 0.84 | 0.95 | 0.87 | 0.95 |\n| erythrocyte | 322 | 0.84 | 0.46 | 0.78 | 0.84 | 0.00 | 0.87 | 0.93 | 0.87 | 0.93 |\n| intestinal crypt stem cell | 300 | 0.66 | 0.00 | 0.81 | 0.85 | 0.00 | 0.94 | 0.98 | 0.98 | 0.99 |\n| epithelial cell | 300 | 0.68 | 0.02 | 0.87 | 0.79 | 0.00 | 0.87 | 0.96 | 0.89 | 0.95 |\n| cardiac muscle cell | 301 | 1.00 | 0.99 | 0.80 | 0.99 | 0.00 | 1.00 | 1.00 | 1.00 | 1.00 |\n| pancreatic ductal cell | 299 | 0.99 | 0.61 | 0.96 | 0.91 | 0.00 | 0.95 | 0.97 | 0.99 | 0.99 |\n| vein endothelial cell | 290 | 0.81 | 0.82 | 0.80 | 0.80 | 0.00 | 0.90 | 0.96 | 0.88 | 0.94 |\n| pancreatic A cell | 280 | 0.52 | 0.02 | 0.54 | 0.92 | 0.00 | 0.95 | 0.98 | 0.97 | 0.98 |\n| myeloid leukocyte | 277 | 0.78 | 0.05 | 0.82 | 0.29 | 0.00 | 0.70 | 0.77 | 0.90 | 0.98 |\n| Schwann cell | 244 | 0.72 | 0.23 | 0.93 | 0.86 | 0.00 | 0.88 | 0.87 | 0.88 | 0.87 |\n| pancreatic D cell | 241 | 0.00 | 0.45 | 0.81 | 0.95 | 0.00 | 0.94 | 0.98 | 0.98 | 0.98 |\n| mesangial cell | 234 | 0.00 | 0.86 | 0.62 | 0.76 | 0.00 | 0.63 | 0.91 | 0.89 | 0.97 |\n| basophil | 227 | 0.65 | 0.69 | 0.83 | 0.77 | 0.00 | 0.64 | 0.72 | 0.83 | 0.85 |\n| myeloid dendritic cell | 221 | 0.38 | 0.67 | 0.81 | 0.61 | 0.00 | 0.85 | 0.71 | 0.74 | 0.92 |\n| epithelial cell of large intestine | 203 | 0.00 | 0.00 | 0.64 | 0.74 | 0.00 | 0.91 | 0.97 | 0.95 | 0.97 |\n| pulmonary interstitial fibroblast | 198 | 0.87 | 0.84 | 0.98 | 0.94 | 0.00 | 0.90 | 0.99 | 0.96 | 0.98 |\n| kidney loop of Henle ascending limb epithelial cell | 173 | 0.00 | 0.28 | 0.22 | 0.05 | 0.00 | 0.65 | 0.83 | 0.79 | 0.44 |\n| cell of skeletal muscle | 178 | 0.97 | 0.95 | 0.73 | 0.96 | 0.00 | 0.92 | 0.99 | 0.97 | 0.98 |\n| Langerhans cell | 157 | 0.95 | 0.80 | 0.96 | 0.76 | 0.00 | 0.66 | 0.92 | 0.90 | 0.98 |\n| stem cell of epidermis | 159 | 0.69 | 0.00 | 0.67 | 0.86 | 0.00 | 0.34 | 0.86 | 0.79 | 0.91 |\n| kidney capillary endothelial cell | 147 | 0.00 | 0.57 | 0.40 | 0.66 | 0.00 | 0.83 | 0.91 | 0.88 | 0.91 |\n| large intestine goblet cell | 143 | 0.00 | 0.00 | 0.91 | 0.93 | 0.00 | 0.99 | 1.00 | 1.00 | 1.00 |\n| pancreatic PP cell | 141 | 0.00 | 0.00 | 0.64 | 0.86 | 0.00 | 0.90 | 0.98 | 0.99 | 0.99 |\n| macrophage dendritic cell progenitor | 135 | 0.00 | 0.28 | 0.20 | 0.77 | 0.00 | 0.82 | 0.78 | 0.82 | 0.85 |\n| DN3 thymocyte | 127 | 0.88 | 0.52 | 0.84 | 0.93 | 0.00 | 0.89 | 0.87 | 0.93 | 0.97 |\n| smooth muscle cell of trachea | 113 | 0.00 | 0.00 | 0.37 | 0.29 | 0.00 | 0.84 | 0.77 | 0.91 | 0.67 |\n| pulmonary alveolar type 2 cell | 117 | 0.96 | 0.82 | 0.95 | 0.97 | 0.00 | 0.97 | 1.00 | 1.00 | 0.98 |\n| regulatory T cell | 114 | 0.00 | 0.03 | 0.03 | 0.19 | 0.00 | 0.53 | 0.48 | 0.42 | 0.69 |\n| plasmacytoid dendritic cell | 100 | 0.41 | 0.37 | 0.35 | 0.65 | 0.00 | 0.91 | 0.84 | 0.90 | 0.93 |\n| smooth muscle cell of the pulmonary artery | 86 | 0.58 | 0.66 | 0.81 | 0.73 | 0.00 | 0.77 | 0.91 | 0.88 | 0.91 |\n| kidney proximal straight tubule epithelial cell | 87 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.53 | 0.61 | 0.46 | 0.48 |\n| blood cell | 81 | 0.16 | 0.00 | 0.39 | 0.00 | 0.00 | 0.24 | 0.36 | 0.40 | 0.41 |\n| immature NK T cell | 74 | 0.26 | 0.21 | 0.56 | 0.37 | 0.00 | 0.37 | 0.47 | 0.50 | 0.63 |\n| cardiac neuron | 75 | 0.00 | 0.31 | 0.77 | 0.56 | 0.00 | 0.82 | 0.89 | 0.87 | 0.89 |\n| mast cell | 69 | 0.00 | 0.00 | 0.39 | 0.70 | 0.00 | 0.78 | 0.88 | 0.76 | 0.93 |\n| pericyte | 58 | 0.99 | 0.86 | 0.72 | 0.95 | 0.00 | 0.97 | 0.96 | 0.95 | 0.99 |\n| ciliated columnar cell of tracheobronchial tree | 48 | 0.89 | 0.04 | 0.91 | 0.79 | 0.00 | 0.87 | 1.00 | 0.99 | 0.98 |\n| neuroendocrine cell | 43 | 0.00 | 0.00 | 0.04 | 0.00 | 0.00 | 0.65 | 0.83 | 0.74 | 0.17 |\n| dendritic cell | 37 | 0.00 | 0.15 | 0.28 | 0.10 | 0.00 | 0.21 | 0.69 | 0.60 | 0.97 |\n| endothelial cell of lymphatic vessel | 38 | 0.00 | 0.24 | 0.87 | 0.61 | 0.00 | 0.19 | 0.74 | 0.46 | 0.97 |\n| hepatic stellate cell | 37 | 0.88 | 0.28 | 0.57 | 0.89 | 0.00 | 0.68 | 0.95 | 0.97 | 1.00 |\n| hematopoietic stem cell | 33 | 0.49 | 0.00 | 0.11 | 0.52 | 0.00 | 0.62 | 0.70 | 0.94 | 0.97 |\n| kidney collecting duct epithelial cell | 24 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.87 | 0.98 | 0.92 | 0.15 |\n| pancreatic stellate cell | 21 | 0.00 | 0.00 | 0.55 | 0.00 | 0.00 | 0.54 | 0.81 | 0.98 | 1.00 |\n| club cell | 14 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.41 | 0.82 | 0.93 | 0.53 |\n| lung neuroendocrine cell | 3 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.50 | 1.00 | 1.00 | 1.00 |\n| kidney cell | 3 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.09 | 0.35 | 1.00 | 0.80 |\n| duct epithelial cell | 2 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.12 | 0.33 | 0.67 | 0.00 |" | |
| } |