Hugging Face's logo

popV
/
tabula_sapiens_All_Cells

Joblib
popV
biology
genomics
single-cell
AnnData:0.12.2
scikit_learn:1.7.2
organism:Homo sapiens
Python:3.12.8
popV:0.6.0
tissue: diverse
Model card Files
xet
Community
canergen commited on
Commit
90150d7
·
verified ·
1 Parent(s): 2545543

Upload README.md with huggingface_hub

Browse files
Files changed (1) hide show
  1. README.md +353 -355
README.md CHANGED
@@ -32,367 +32,365 @@ computed on a 10% random subset of the data that was not used for training.
32
 
33
  | Cell Type | N cells | celltypist | knn bbknn | knn harmony | knn on scvi | onclass | scanvi | svm | xgboost | Consensus Prediction |
34
  | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- |
35
- | B cell | 11340 | 0.99 | 0.99 | 0.99 | 0.99 | 0.00 | 0.98 | 0.98 | 0.98 | 0.99 |
36
- | CD4-positive, alpha-beta T cell | 9623 | 0.58 | 0.78 | 0.82 | 0.73 | 0.00 | 0.34 | 0.44 | 0.53 | 0.78 |
37
- | fibroblast | 8327 | 0.79 | 0.78 | 0.93 | 0.70 | 0.00 | 0.59 | 0.71 | 0.67 | 0.88 |
38
- | CD8-positive, alpha-beta T cell | 7597 | 0.71 | 0.77 | 0.81 | 0.73 | 0.00 | 0.72 | 0.59 | 0.61 | 0.80 |
39
- | neutrophil | 6941 | 0.94 | 0.97 | 0.97 | 0.97 | 0.00 | 0.94 | 0.95 | 0.92 | 0.98 |
40
- | macrophage | 6962 | 0.77 | 0.84 | 0.93 | 0.81 | 0.00 | 0.77 | 0.73 | 0.70 | 0.89 |
41
- | stromal cell of ovary | 3562 | 0.95 | 0.93 | 0.92 | 0.63 | 0.00 | 0.08 | 0.96 | 0.93 | 0.97 |
42
- | endothelial cell | 3356 | 0.74 | 0.74 | 0.91 | 0.64 | 0.00 | 0.66 | 0.68 | 0.64 | 0.83 |
43
- | basal cell | 3382 | 0.89 | 0.86 | 0.88 | 0.70 | 0.00 | 0.70 | 0.86 | 0.84 | 0.93 |
44
- | plasma cell | 2799 | 0.98 | 0.98 | 0.97 | 0.98 | 0.00 | 0.98 | 0.98 | 0.97 | 0.99 |
45
- | bladder urothelial cell | 2795 | 0.98 | 0.97 | 0.97 | 0.70 | 0.00 | 0.51 | 0.98 | 0.96 | 0.99 |
46
- | monocyte | 2521 | 0.46 | 0.38 | 0.77 | 0.46 | 0.00 | 0.35 | 0.48 | 0.50 | 0.60 |
47
- | mesenchymal stem cell | 2365 | 0.88 | 0.76 | 0.90 | 0.51 | 0.00 | 0.21 | 0.90 | 0.82 | 0.93 |
48
- | smooth muscle cell | 1776 | 0.71 | 0.67 | 0.88 | 0.69 | 0.00 | 0.67 | 0.73 | 0.72 | 0.81 |
49
- | classical monocyte | 1787 | 0.60 | 0.61 | 0.76 | 0.46 | 0.00 | 0.50 | 0.55 | 0.62 | 0.69 |
50
- | luminal epithelial cell of mammary gland | 1536 | 0.99 | 0.05 | 0.96 | 0.66 | 0.00 | 0.64 | 0.97 | 0.95 | 0.99 |
51
- | capillary endothelial cell | 1527 | 0.71 | 0.65 | 0.87 | 0.59 | 0.00 | 0.61 | 0.67 | 0.66 | 0.79 |
52
- | erythrocyte | 1404 | 0.98 | 0.97 | 0.95 | 0.97 | 0.00 | 0.96 | 0.96 | 0.96 | 0.98 |
53
- | natural killer cell | 1462 | 0.73 | 0.75 | 0.75 | 0.70 | 0.00 | 0.69 | 0.69 | 0.71 | 0.76 |
54
- | enterocyte of epithelium proper of duodenum | 1367 | 0.90 | 0.50 | 0.81 | 0.57 | 0.00 | 0.56 | 0.89 | 0.87 | 0.95 |
55
- | stratified squamous epithelial cell | 1237 | 0.84 | 0.79 | 0.87 | 0.71 | 0.00 | 0.70 | 0.84 | 0.83 | 0.89 |
56
- | acinar cell of salivary gland | 1220 | 0.95 | 0.84 | 0.93 | 0.77 | 0.00 | 0.72 | 0.92 | 0.89 | 0.96 |
57
- | pulmonary alveolar type 2 cell | 1158 | 0.96 | 0.96 | 0.97 | 0.88 | 0.00 | 0.91 | 0.96 | 0.94 | 0.97 |
58
- | conjunctival epithelial cell | 1061 | 0.93 | 0.71 | 0.86 | 0.45 | 0.00 | 0.02 | 0.94 | 0.90 | 0.94 |
59
- | pericyte | 1121 | 0.63 | 0.57 | 0.83 | 0.60 | 0.00 | 0.55 | 0.67 | 0.65 | 0.75 |
60
- | luminal cell of prostate epithelium | 1056 | 0.90 | 0.84 | 0.93 | 0.76 | 0.00 | 0.54 | 0.95 | 0.92 | 0.95 |
61
- | cardiac endothelial cell | 1000 | 0.93 | 0.88 | 0.93 | 0.59 | 0.00 | 0.11 | 0.95 | 0.89 | 0.96 |
62
- | naive thymus-derived CD4-positive, alpha-beta T cell | 1004 | 0.23 | 0.04 | 0.32 | 0.05 | 0.00 | 0.26 | 0.22 | 0.29 | 0.30 |
63
- | kidney epithelial cell | 974 | 0.98 | 0.93 | 0.94 | 0.76 | 0.00 | 0.63 | 0.99 | 0.97 | 0.99 |
64
- | hepatocyte | 703 | 0.99 | 0.99 | 0.97 | 0.83 | 0.00 | 0.62 | 0.99 | 0.98 | 1.00 |
65
- | blood vessel smooth muscle cell | 666 | 0.71 | 0.52 | 0.90 | 0.59 | 0.00 | 0.10 | 0.88 | 0.81 | 0.91 |
66
- | enterocyte of epithelium proper of ileum | 666 | 0.96 | 0.00 | 0.76 | 0.34 | 0.00 | 0.35 | 0.98 | 0.95 | 0.97 |
67
- | T cell | 626 | 0.45 | 0.23 | 0.55 | 0.15 | 0.00 | 0.19 | 0.31 | 0.38 | 0.54 |
68
- | mast cell | 600 | 0.88 | 0.84 | 0.94 | 0.86 | 0.00 | 0.91 | 0.89 | 0.90 | 0.93 |
69
- | skeletal muscle satellite stem cell | 644 | 0.95 | 0.93 | 0.95 | 0.84 | 0.00 | 0.86 | 0.95 | 0.88 | 0.96 |
70
- | regular atrial cardiac myocyte | 572 | 0.81 | 0.63 | 0.83 | 0.28 | 0.00 | 0.02 | 0.88 | 0.90 | 0.93 |
71
- | intermediate monocyte | 547 | 0.37 | 0.15 | 0.56 | 0.25 | 0.00 | 0.28 | 0.37 | 0.43 | 0.50 |
72
- | pancreatic acinar cell | 577 | 0.96 | 0.19 | 0.93 | 0.50 | 0.00 | 0.05 | 0.98 | 0.95 | 0.98 |
73
- | mature NK T cell | 550 | 0.46 | 0.45 | 0.53 | 0.42 | 0.00 | 0.42 | 0.38 | 0.45 | 0.59 |
74
- | mononuclear phagocyte | 509 | 0.38 | 0.00 | 0.90 | 0.16 | 0.00 | 0.05 | 0.69 | 0.50 | 0.70 |
75
- | fibroblast of breast | 535 | 0.95 | 0.00 | 0.97 | 0.35 | 0.00 | 0.28 | 0.84 | 0.72 | 0.95 |
76
- | vascular associated smooth muscle cell | 502 | 0.62 | 0.05 | 0.73 | 0.17 | 0.00 | 0.27 | 0.60 | 0.62 | 0.66 |
77
- | vein endothelial cell | 450 | 0.41 | 0.17 | 0.73 | 0.30 | 0.00 | 0.37 | 0.45 | 0.46 | 0.59 |
78
- | CD4-positive, alpha-beta thymocyte | 487 | 0.37 | 0.00 | 0.60 | 0.38 | 0.00 | 0.39 | 0.40 | 0.34 | 0.60 |
79
- | enterocyte of epithelium of large intestine | 453 | 0.77 | 0.29 | 0.58 | 0.34 | 0.00 | 0.49 | 0.80 | 0.80 | 0.80 |
80
- | myofibroblast cell | 439 | 0.63 | 0.22 | 0.82 | 0.46 | 0.00 | 0.46 | 0.57 | 0.60 | 0.77 |
81
- | thymic fibroblast type 2 | 405 | 0.56 | 0.00 | 0.71 | 0.15 | 0.00 | 0.07 | 0.69 | 0.57 | 0.58 |
82
- | corneal epithelial cell | 479 | 0.94 | 0.01 | 0.93 | 0.68 | 0.00 | 0.49 | 0.96 | 0.94 | 0.97 |
83
- | spermatid | 376 | 0.96 | 0.00 | 0.96 | 0.70 | 0.00 | 0.87 | 0.99 | 0.96 | 0.99 |
84
- | duct epithelial cell | 383 | 0.76 | 0.57 | 0.82 | 0.44 | 0.00 | 0.29 | 0.83 | 0.74 | 0.85 |
85
- | mesenchymal stem cell of adipose tissue | 369 | 0.24 | 0.00 | 0.63 | 0.34 | 0.00 | 0.28 | 0.34 | 0.34 | 0.49 |
86
- | basal cell of prostate epithelium | 353 | 0.71 | 0.09 | 0.90 | 0.50 | 0.00 | 0.39 | 0.87 | 0.76 | 0.86 |
87
- | endothelial cell of artery | 373 | 0.53 | 0.39 | 0.75 | 0.44 | 0.00 | 0.49 | 0.58 | 0.56 | 0.68 |
88
- | stromal cell | 345 | 0.58 | 0.04 | 0.53 | 0.27 | 0.00 | 0.19 | 0.77 | 0.73 | 0.85 |
89
- | thymic fibroblast type 1 | 337 | 0.04 | 0.01 | 0.84 | 0.23 | 0.00 | 0.23 | 0.64 | 0.46 | 0.60 |
90
- | pulmonary alveolar type 1 cell | 340 | 0.97 | 0.94 | 0.95 | 0.90 | 0.00 | 0.92 | 0.97 | 0.91 | 0.97 |
91
- | spermatocyte | 343 | 0.94 | 0.00 | 0.94 | 0.71 | 0.00 | 0.65 | 0.98 | 0.95 | 0.98 |
92
- | pancreatic ductal cell | 271 | 0.90 | 0.56 | 0.90 | 0.76 | 0.00 | 0.64 | 0.95 | 0.92 | 0.95 |
93
- | regulatory T cell | 274 | 0.18 | 0.01 | 0.26 | 0.14 | 0.00 | 0.23 | 0.34 | 0.35 | 0.43 |
94
- | ventricular cardiac muscle cell | 263 | 0.44 | 0.05 | 0.73 | 0.31 | 0.00 | 0.41 | 0.78 | 0.81 | 0.83 |
95
- | endothelial cell of lymphatic vessel | 233 | 0.65 | 0.51 | 0.87 | 0.50 | 0.00 | 0.51 | 0.59 | 0.57 | 0.68 |
96
- | hematopoietic precursor cell | 209 | 0.52 | 0.67 | 0.72 | 0.61 | 0.00 | 0.52 | 0.49 | 0.54 | 0.68 |
97
- | retinal blood vessel endothelial cell | 213 | 0.11 | 0.01 | 0.78 | 0.13 | 0.00 | 0.09 | 0.64 | 0.51 | 0.54 |
98
- | small intestine goblet cell | 200 | 0.88 | 0.58 | 0.88 | 0.56 | 0.00 | 0.57 | 0.95 | 0.88 | 0.93 |
99
- | gamma-delta T cell | 201 | 0.30 | 0.09 | 0.59 | 0.23 | 0.00 | 0.45 | 0.68 | 0.48 | 0.71 |
100
- | fibroblast of cardiac tissue | 195 | 0.96 | 0.54 | 0.90 | 0.07 | 0.00 | 0.32 | 0.77 | 0.70 | 0.95 |
101
- | paneth cell of epithelium of small intestine | 191 | 0.51 | 0.47 | 0.72 | 0.31 | 0.00 | 0.46 | 0.59 | 0.66 | 0.78 |
102
- | club cell | 172 | 0.84 | 0.73 | 0.85 | 0.54 | 0.00 | 0.79 | 0.83 | 0.72 | 0.87 |
103
- | intestinal crypt stem cell of colon | 179 | 0.73 | 0.63 | 0.57 | 0.45 | 0.00 | 0.37 | 0.80 | 0.77 | 0.82 |
104
- | progenitor cell of mammary luminal epithelium | 169 | 0.98 | 0.00 | 0.99 | 0.97 | 0.00 | 0.94 | 0.96 | 0.88 | 0.98 |
105
- | epithelial cell | 163 | 0.92 | 0.63 | 0.96 | 0.36 | 0.00 | 0.62 | 0.92 | 0.89 | 0.93 |
106
- | basophil | 160 | 0.52 | 0.06 | 0.90 | 0.40 | 0.00 | 0.71 | 0.69 | 0.74 | 0.80 |
107
- | large intestine goblet cell | 132 | 0.82 | 0.67 | 0.82 | 0.38 | 0.00 | 0.56 | 0.92 | 0.84 | 0.90 |
108
- | eye photoreceptor cell | 138 | 0.90 | 0.88 | 0.91 | 0.95 | 0.00 | 0.89 | 0.95 | 0.96 | 0.96 |
109
- | epithelial cell of uterus | 143 | 0.95 | 0.42 | 0.92 | 0.24 | 0.00 | 0.56 | 0.93 | 0.87 | 0.97 |
110
- | enterocyte of epithelium proper of small intestine | 149 | 0.33 | 0.01 | 0.63 | 0.17 | 0.00 | 0.42 | 0.53 | 0.57 | 0.72 |
111
- | tissue-resident macrophage | 116 | 0.53 | 0.00 | 0.82 | 0.33 | 0.00 | 0.24 | 0.37 | 0.40 | 0.66 |
112
- | acinar cell | 120 | 0.84 | 0.56 | 0.89 | 0.81 | 0.00 | 0.87 | 0.88 | 0.85 | 0.94 |
113
- | non-classical monocyte | 122 | 0.27 | 0.34 | 0.31 | 0.04 | 0.00 | 0.33 | 0.38 | 0.31 | 0.49 |
114
- | lung ciliated cell | 119 | 0.79 | 0.42 | 0.96 | 0.77 | 0.00 | 0.82 | 0.91 | 0.88 | 0.94 |
115
- | activated CD8-positive, alpha-beta T cell | 103 | 0.21 | 0.02 | 0.67 | 0.03 | 0.00 | 0.08 | 0.31 | 0.23 | 0.54 |
116
- | alveolar adventitial fibroblast | 106 | 0.71 | 0.10 | 0.84 | 0.25 | 0.00 | 0.54 | 0.76 | 0.66 | 0.82 |
117
- | naive thymus-derived CD8-positive, alpha-beta T cell | 112 | 0.16 | 0.00 | 0.45 | 0.00 | 0.00 | 0.17 | 0.14 | 0.14 | 0.42 |
118
- | adventitial cell | 91 | 0.18 | 0.00 | 0.62 | 0.06 | 0.00 | 0.13 | 0.21 | 0.31 | 0.49 |
119
- | respiratory goblet cell | 114 | 0.60 | 0.54 | 0.82 | 0.58 | 0.00 | 0.69 | 0.61 | 0.64 | 0.78 |
120
- | theca cell | 118 | 0.54 | 0.00 | 0.75 | 0.62 | 0.00 | 0.73 | 0.73 | 0.59 | 0.77 |
121
- | myeloid leukocyte | 96 | 0.16 | 0.00 | 0.70 | 0.21 | 0.00 | 0.08 | 0.21 | 0.20 | 0.60 |
122
- | keratocyte | 112 | 0.12 | 0.02 | 0.53 | 0.11 | 0.00 | 0.02 | 0.50 | 0.38 | 0.23 |
123
- | enteroglial cell | 105 | 0.85 | 0.68 | 0.97 | 0.79 | 0.00 | 0.84 | 0.95 | 0.83 | 0.92 |
124
- | innate lymphoid cell | 89 | 0.16 | 0.11 | 0.27 | 0.25 | 0.00 | 0.18 | 0.15 | 0.19 | 0.27 |
125
- | erythroid progenitor cell | 94 | 0.59 | 0.63 | 0.68 | 0.58 | 0.00 | 0.67 | 0.68 | 0.66 | 0.75 |
126
- | myometrial cell | 100 | 0.65 | 0.00 | 0.74 | 0.39 | 0.00 | 0.37 | 0.69 | 0.57 | 0.78 |
127
- | endothelial cell of vascular tree | 85 | 0.42 | 0.02 | 0.60 | 0.28 | 0.00 | 0.37 | 0.53 | 0.38 | 0.65 |
128
- | hematopoietic stem cell | 76 | 0.71 | 0.65 | 0.74 | 0.72 | 0.00 | 0.68 | 0.76 | 0.68 | 0.80 |
129
- | salivary gland cell | 77 | 0.50 | 0.00 | 0.81 | 0.47 | 0.00 | 0.49 | 0.60 | 0.56 | 0.84 |
130
- | granulocyte | 84 | 0.24 | 0.00 | 0.51 | 0.25 | 0.00 | 0.23 | 0.31 | 0.17 | 0.61 |
131
- | CD8-positive, alpha-beta thymocyte | 82 | 0.19 | 0.02 | 0.40 | 0.27 | 0.00 | 0.27 | 0.29 | 0.25 | 0.52 |
132
- | ciliated columnar cell of tracheobronchial tree | 81 | 0.58 | 0.15 | 0.94 | 0.73 | 0.00 | 0.64 | 0.93 | 0.86 | 0.94 |
133
- | intrahepatic cholangiocyte | 73 | 0.97 | 0.12 | 0.95 | 0.60 | 0.00 | 0.60 | 0.97 | 0.89 | 0.97 |
134
- | mural cell | 58 | 0.29 | 0.16 | 0.86 | 0.12 | 0.00 | 0.30 | 0.62 | 0.39 | 0.74 |
135
- | intestinal crypt stem cell of small intestine | 61 | 0.13 | 0.24 | 0.26 | 0.15 | 0.00 | 0.23 | 0.36 | 0.38 | 0.44 |
136
- | activated CD4-positive, alpha-beta T cell | 51 | 0.03 | 0.00 | 0.32 | 0.06 | 0.00 | 0.08 | 0.09 | 0.08 | 0.17 |
137
- | myeloid dendritic cell | 68 | 0.20 | 0.18 | 0.40 | 0.22 | 0.00 | 0.19 | 0.16 | 0.16 | 0.31 |
138
- | Mueller cell | 45 | 0.56 | 0.46 | 0.56 | 0.72 | 0.00 | 0.55 | 0.80 | 0.81 | 0.82 |
139
- | fast muscle cell | 45 | 0.68 | 0.57 | 0.90 | 0.71 | 0.00 | 0.73 | 0.72 | 0.77 | 0.87 |
140
- | platelet | 54 | 0.91 | 0.88 | 0.92 | 0.90 | 0.00 | 0.69 | 0.91 | 0.73 | 0.86 |
141
- | myoepithelial cell | 49 | 0.47 | 0.30 | 0.82 | 0.52 | 0.00 | 0.39 | 0.61 | 0.38 | 0.77 |
142
- | common myeloid progenitor | 48 | 0.47 | 0.48 | 0.72 | 0.38 | 0.00 | 0.53 | 0.52 | 0.60 | 0.65 |
143
- | thymocyte | 42 | 0.00 | 0.00 | 0.34 | 0.36 | 0.00 | 0.17 | 0.18 | 0.19 | 0.75 |
144
- | intestinal tuft cell | 53 | 0.80 | 0.75 | 0.93 | 0.70 | 0.00 | 0.87 | 0.93 | 0.94 | 0.91 |
145
- | pancreatic stellate cell | 46 | 0.00 | 0.00 | 0.88 | 0.21 | 0.00 | 0.11 | 0.77 | 0.35 | 0.65 |
146
- | tendon cell | 43 | 0.12 | 0.09 | 0.42 | 0.20 | 0.00 | 0.47 | 0.45 | 0.30 | 0.57 |
147
- | microglial cell | 41 | 0.09 | 0.00 | 0.66 | 0.04 | 0.00 | 0.09 | 0.25 | 0.13 | 0.33 |
148
- | muscle cell | 39 | 0.77 | 0.00 | 0.95 | 0.86 | 0.00 | 0.58 | 0.82 | 0.90 | 0.95 |
149
- | enterocyte of epithelium proper of jejunum | 33 | 0.00 | 0.00 | 0.08 | 0.19 | 0.00 | 0.04 | 0.39 | 0.25 | 0.34 |
150
- | mesothelial cell | 41 | 0.64 | 0.65 | 0.92 | 0.71 | 0.00 | 0.47 | 0.78 | 0.71 | 0.73 |
151
- | colon endothelial cell | 33 | 0.00 | 0.00 | 0.61 | 0.00 | 0.00 | 0.00 | 0.28 | 0.24 | 0.29 |
152
- | colon macrophage | 29 | 0.18 | 0.00 | 0.73 | 0.21 | 0.00 | 0.08 | 0.31 | 0.15 | 0.75 |
153
- | serous cell of epithelium of trachea | 33 | 0.34 | 0.00 | 0.74 | 0.34 | 0.00 | 0.15 | 0.34 | 0.45 | 0.74 |
154
- | ciliated epithelial cell | 29 | 0.86 | 0.04 | 0.89 | 0.58 | 0.00 | 0.64 | 0.97 | 0.86 | 0.93 |
155
- | Schwann cell | 28 | 0.58 | 0.47 | 0.67 | 0.57 | 0.00 | 0.49 | 0.71 | 0.58 | 0.74 |
156
- | mucus secreting cell | 37 | 0.63 | 0.07 | 0.79 | 0.50 | 0.00 | 0.46 | 0.63 | 0.68 | 0.84 |
157
- | supporting cell of vestibular epithelium | 27 | 0.79 | 0.00 | 0.63 | 0.65 | 0.00 | 0.12 | 0.98 | 0.81 | 0.93 |
158
- | enteroendocrine cell of small intestine | 27 | 0.72 | 0.11 | 0.80 | 0.63 | 0.00 | 0.81 | 0.85 | 0.74 | 0.87 |
159
- | ovarian surface epithelial cell | 24 | 0.38 | 0.31 | 0.85 | 0.41 | 0.00 | 0.42 | 0.84 | 0.60 | 0.69 |
160
- | transit amplifying cell of colon | 33 | 0.73 | 0.47 | 0.42 | 0.18 | 0.00 | 0.25 | 0.58 | 0.51 | 0.83 |
161
- | glandular epithelial cell | 23 | 0.69 | 0.12 | 0.74 | 0.37 | 0.00 | 0.15 | 0.79 | 0.59 | 0.88 |
162
- | melanocyte | 26 | 0.61 | 0.41 | 0.68 | 0.45 | 0.00 | 0.38 | 0.80 | 0.65 | 0.89 |
163
- | tracheal goblet cell | 19 | 0.60 | 0.18 | 0.57 | 0.53 | 0.00 | 0.63 | 0.68 | 0.45 | 0.78 |
164
- | hepatic stellate cell | 29 | 0.60 | 0.00 | 0.60 | 0.05 | 0.00 | 0.23 | 0.62 | 0.47 | 0.73 |
165
- | bronchial smooth muscle cell | 27 | 0.11 | 0.00 | 0.54 | 0.11 | 0.00 | 0.32 | 0.42 | 0.31 | 0.42 |
166
- | paneth cell of colon | 31 | 0.00 | 0.05 | 0.52 | 0.47 | 0.00 | 0.19 | 0.63 | 0.37 | 0.69 |
167
- | tongue muscle cell | 24 | 0.34 | 0.00 | 0.83 | 0.08 | 0.00 | 0.16 | 0.65 | 0.36 | 0.74 |
168
- | leukocyte | 11 | 0.09 | 0.00 | 0.03 | 0.00 | 0.00 | 0.07 | 0.05 | 0.05 | 0.10 |
169
- | tuft cell of colon | 23 | 0.00 | 0.19 | 0.77 | 0.45 | 0.00 | 0.60 | 0.90 | 0.83 | 0.77 |
170
- | slow muscle cell | 9 | 0.00 | 0.06 | 0.74 | 0.30 | 0.00 | 0.42 | 0.90 | 0.67 | 0.80 |
171
- | ionocyte | 16 | 0.71 | 0.13 | 0.55 | 0.62 | 0.00 | 0.61 | 0.86 | 0.70 | 0.90 |
172
- | connective tissue cell | 19 | 0.00 | 0.00 | 0.91 | 0.00 | 0.00 | 0.08 | 0.48 | 0.22 | 0.52 |
173
- | sebum secreting cell | 16 | 0.00 | 0.02 | 0.81 | 0.10 | 0.00 | 0.24 | 0.81 | 0.49 | 0.86 |
174
- | neuro-medullary thymic epithelial cell | 14 | 0.24 | 0.42 | 0.52 | 0.29 | 0.00 | 0.20 | 0.30 | 0.44 | 0.34 |
175
- | endothelial cell of arteriole | 18 | 0.00 | 0.00 | 0.88 | 0.00 | 0.00 | 0.00 | 0.67 | 0.35 | 0.20 |
176
- | male germ cell | 13 | 0.79 | 0.00 | 0.67 | 0.00 | 0.00 | 0.67 | 0.92 | 0.65 | 0.88 |
177
- | type B pancreatic cell | 15 | 0.83 | 0.00 | 0.89 | 0.54 | 0.00 | 0.71 | 0.97 | 0.80 | 1.00 |
178
- | hematopoietic cell | 8 | 0.00 | 0.00 | 0.40 | 0.46 | 0.00 | 0.11 | 0.41 | 0.39 | 0.71 |
179
- | plasmacytoid dendritic cell | 8 | 0.33 | 0.00 | 0.50 | 0.14 | 0.00 | 0.03 | 0.45 | 0.18 | 0.44 |
180
- | neuron | 6 | 0.00 | 0.00 | 1.00 | 0.36 | 0.00 | 0.06 | 0.67 | 0.67 | 0.92 |
181
- | myeloid cell | 9 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.30 | 0.20 | 0.00 |
182
- | myo-medullary thymic epithelial cell | 7 | 0.50 | 0.00 | 0.86 | 0.60 | 0.00 | 0.17 | 0.53 | 0.62 | 0.71 |
183
- | Langerhans cell | 8 | 0.39 | 0.00 | 0.40 | 0.14 | 0.00 | 0.10 | 0.20 | 0.24 | 0.45 |
184
- | interstitial cell of Cajal | 8 | 0.00 | 0.00 | 1.00 | 0.35 | 0.00 | 0.09 | 0.57 | 0.57 | 1.00 |
185
- | peritubular myoid cell | 6 | 0.00 | 0.00 | 0.80 | 0.00 | 0.00 | 0.00 | 0.41 | 0.32 | 0.44 |
186
- | retinal pigment epithelial cell | 5 | 0.00 | 0.00 | 0.50 | 0.55 | 0.00 | 0.53 | 1.00 | 0.77 | 1.00 |
187
- | spermatogonium | 12 | 0.00 | 0.00 | 0.67 | 0.40 | 0.00 | 0.24 | 0.96 | 0.85 | 0.80 |
188
- | retinal bipolar neuron | 6 | 0.00 | 0.50 | 0.25 | 0.50 | 0.00 | 0.62 | 0.71 | 0.83 | 0.91 |
189
- | endothelial cell of venule | 3 | 0.00 | 0.00 | 0.67 | 0.00 | 0.00 | 0.09 | 0.80 | 0.29 | 0.80 |
190
- | vestibular dark cell | 7 | 0.00 | 0.00 | 0.25 | 0.25 | 0.00 | 0.23 | 1.00 | 0.80 | 0.83 |
191
- | pancreatic A cell | 2 | 0.00 | 0.00 | 1.00 | 0.00 | 0.00 | 0.80 | 1.00 | 1.00 | 1.00 |
192
- | type L enteroendocrine cell | 6 | 0.00 | 0.00 | 0.25 | 0.29 | 0.00 | 0.16 | 0.92 | 0.71 | 0.80 |
193
- | medullary thymic epithelial cell | 3 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 |
194
- | adipocyte | 2 | 0.00 | 0.00 | 0.80 | 0.00 | 0.00 | 0.00 | 0.50 | 0.20 | 1.00 |
195
- | transit amplifying cell of small intestine | 1 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.04 | 0.33 | 0.00 | 0.00 |
196
- | taste receptor cell | 4 | 0.00 | 0.00 | 0.67 | 0.00 | 0.00 | 0.12 | 0.40 | 0.27 | 0.57 |
197
- | enterochromaffin-like cell | 3 | 0.00 | 0.00 | 0.33 | 0.40 | 0.00 | 0.86 | 1.00 | 0.80 | 0.80 |
198
- | enteroendocrine cell | 2 | 0.00 | 0.14 | 0.67 | 0.50 | 0.00 | 0.09 | 0.67 | 0.67 | 0.80 |
199
- | pulmonary ionocyte | 0 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 |
200
- | glial cell | 1 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.25 | 0.00 |
201
- | oocyte | 1 | 0.00 | 0.03 | 1.00 | 0.50 | 0.00 | 0.07 | 1.00 | 0.67 | 0.67 |
202
- | serous cell of epithelium of bronchus | 2 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.25 | 1.00 | 0.40 | 0.00 |
203
- | radial glial cell | 1 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 |
204
- | Leydig cell | 3 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.29 | 0.33 | 0.00 |
205
- | pancreatic D cell | 0 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 |
206
- | T follicular helper cell | 0 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 |
207
- | retina horizontal cell | 2 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 |
208
- | pancreatic PP cell | 0 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 |
209
- | epithelial fate stem cell | 0 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 |
210
- | mesenchymal cell | 0 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 |
211
  | erythroid lineage cell | 0 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 |
212
- | retinal ganglion cell | 0 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 |
 
 
213
 
214
  The train accuracies are computed on the training data.
215
 
216
  | Cell Type | N cells | celltypist | knn bbknn | knn harmony | knn on scvi | onclass | scanvi | svm | xgboost | Consensus Prediction |
217
  | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- |
218
- | B cell | 103155 | 0.99 | 0.99 | 0.99 | 0.99 | 0.00 | 0.98 | 0.98 | 0.98 | 0.99 |
219
- | CD4-positive, alpha-beta T cell | 87505 | 0.58 | 0.78 | 0.87 | 0.82 | 0.00 | 0.43 | 0.45 | 0.53 | 0.82 |
220
- | fibroblast | 75007 | 0.79 | 0.73 | 0.97 | 0.83 | 0.00 | 0.84 | 0.70 | 0.67 | 0.92 |
221
- | CD8-positive, alpha-beta T cell | 68678 | 0.71 | 0.77 | 0.87 | 0.82 | 0.00 | 0.70 | 0.59 | 0.61 | 0.82 |
222
- | neutrophil | 62597 | 0.95 | 0.97 | 0.98 | 0.97 | 0.00 | 0.95 | 0.95 | 0.92 | 0.98 |
223
- | macrophage | 62108 | 0.77 | 0.83 | 0.95 | 0.87 | 0.00 | 0.78 | 0.74 | 0.70 | 0.91 |
224
- | stromal cell of ovary | 31441 | 0.95 | 0.65 | 0.94 | 0.85 | 0.00 | 0.96 | 0.96 | 0.94 | 0.98 |
225
- | endothelial cell | 30345 | 0.74 | 0.69 | 0.96 | 0.82 | 0.00 | 0.88 | 0.69 | 0.65 | 0.92 |
226
- | basal cell | 30144 | 0.89 | 0.78 | 0.94 | 0.81 | 0.00 | 0.85 | 0.86 | 0.84 | 0.94 |
227
- | plasma cell | 24544 | 0.98 | 0.98 | 0.98 | 0.98 | 0.00 | 0.98 | 0.98 | 0.97 | 0.99 |
228
- | bladder urothelial cell | 24446 | 0.98 | 0.97 | 0.98 | 0.81 | 0.00 | 0.88 | 0.98 | 0.96 | 0.99 |
229
- | monocyte | 23231 | 0.47 | 0.30 | 0.86 | 0.70 | 0.00 | 0.59 | 0.50 | 0.53 | 0.72 |
230
- | mesenchymal stem cell | 21132 | 0.87 | 0.65 | 0.95 | 0.69 | 0.00 | 0.94 | 0.89 | 0.82 | 0.96 |
231
- | smooth muscle cell | 16649 | 0.73 | 0.64 | 0.93 | 0.84 | 0.00 | 0.84 | 0.75 | 0.74 | 0.88 |
232
- | classical monocyte | 16413 | 0.59 | 0.54 | 0.84 | 0.73 | 0.00 | 0.67 | 0.58 | 0.63 | 0.77 |
233
- | luminal epithelial cell of mammary gland | 13896 | 0.98 | 0.00 | 0.98 | 0.83 | 0.00 | 0.95 | 0.98 | 0.95 | 0.99 |
234
- | capillary endothelial cell | 13769 | 0.73 | 0.56 | 0.93 | 0.80 | 0.00 | 0.82 | 0.69 | 0.69 | 0.86 |
235
- | erythrocyte | 13207 | 0.97 | 0.96 | 0.98 | 0.98 | 0.00 | 0.96 | 0.96 | 0.96 | 0.97 |
236
- | natural killer cell | 12769 | 0.72 | 0.73 | 0.83 | 0.80 | 0.00 | 0.71 | 0.69 | 0.70 | 0.76 |
237
- | enterocyte of epithelium proper of duodenum | 12128 | 0.90 | 0.00 | 0.87 | 0.74 | 0.00 | 0.94 | 0.90 | 0.88 | 0.97 |
238
- | stratified squamous epithelial cell | 11086 | 0.84 | 0.75 | 0.92 | 0.83 | 0.00 | 0.85 | 0.85 | 0.83 | 0.90 |
239
- | acinar cell of salivary gland | 11017 | 0.95 | 0.75 | 0.97 | 0.89 | 0.00 | 0.95 | 0.93 | 0.91 | 0.97 |
240
- | pulmonary alveolar type 2 cell | 10436 | 0.96 | 0.96 | 0.99 | 0.93 | 0.00 | 0.96 | 0.97 | 0.96 | 0.98 |
241
- | conjunctival epithelial cell | 10025 | 0.94 | 0.71 | 0.91 | 0.66 | 0.00 | 0.91 | 0.95 | 0.91 | 0.96 |
242
- | pericyte | 9763 | 0.62 | 0.48 | 0.90 | 0.77 | 0.00 | 0.72 | 0.67 | 0.66 | 0.81 |
243
- | luminal cell of prostate epithelium | 9596 | 0.90 | 0.57 | 0.96 | 0.86 | 0.00 | 0.94 | 0.95 | 0.92 | 0.96 |
244
- | cardiac endothelial cell | 9092 | 0.94 | 0.78 | 0.98 | 0.80 | 0.00 | 0.97 | 0.95 | 0.90 | 0.98 |
245
- | naive thymus-derived CD4-positive, alpha-beta T cell | 8823 | 0.22 | 0.02 | 0.50 | 0.29 | 0.00 | 0.27 | 0.24 | 0.30 | 0.39 |
246
- | kidney epithelial cell | 8304 | 0.98 | 0.06 | 0.97 | 0.86 | 0.00 | 0.94 | 0.99 | 0.97 | 0.99 |
247
- | hepatocyte | 6711 | 0.99 | 0.98 | 0.97 | 0.90 | 0.00 | 0.95 | 0.99 | 0.97 | 1.00 |
248
- | blood vessel smooth muscle cell | 5976 | 0.71 | 0.20 | 0.95 | 0.87 | 0.00 | 0.93 | 0.89 | 0.82 | 0.95 |
249
- | enterocyte of epithelium proper of ileum | 5811 | 0.96 | 0.00 | 0.85 | 0.61 | 0.00 | 0.95 | 0.98 | 0.96 | 0.98 |
250
- | T cell | 5663 | 0.45 | 0.16 | 0.70 | 0.43 | 0.00 | 0.34 | 0.35 | 0.41 | 0.64 |
251
- | mast cell | 5620 | 0.89 | 0.84 | 0.97 | 0.93 | 0.00 | 0.96 | 0.90 | 0.92 | 0.96 |
252
- | skeletal muscle satellite stem cell | 5524 | 0.96 | 0.93 | 0.98 | 0.93 | 0.00 | 0.95 | 0.95 | 0.89 | 0.97 |
253
- | regular atrial cardiac myocyte | 5244 | 0.80 | 0.23 | 0.91 | 0.81 | 0.00 | 0.98 | 0.89 | 0.91 | 0.96 |
254
- | intermediate monocyte | 4931 | 0.37 | 0.10 | 0.70 | 0.56 | 0.00 | 0.37 | 0.41 | 0.44 | 0.57 |
255
- | pancreatic acinar cell | 4899 | 0.95 | 0.01 | 0.97 | 0.87 | 0.00 | 0.96 | 0.98 | 0.96 | 0.98 |
256
- | mature NK T cell | 4844 | 0.47 | 0.41 | 0.69 | 0.59 | 0.00 | 0.46 | 0.39 | 0.47 | 0.63 |
257
- | mononuclear phagocyte | 4827 | 0.42 | 0.00 | 0.96 | 0.52 | 0.00 | 0.72 | 0.73 | 0.53 | 0.92 |
258
- | fibroblast of breast | 4735 | 0.96 | 0.00 | 0.99 | 0.70 | 0.00 | 0.88 | 0.85 | 0.73 | 0.98 |
259
- | vascular associated smooth muscle cell | 4517 | 0.66 | 0.01 | 0.86 | 0.67 | 0.00 | 0.72 | 0.66 | 0.65 | 0.80 |
260
- | vein endothelial cell | 4248 | 0.40 | 0.09 | 0.86 | 0.63 | 0.00 | 0.62 | 0.48 | 0.48 | 0.70 |
261
- | CD4-positive, alpha-beta thymocyte | 4198 | 0.35 | 0.00 | 0.76 | 0.61 | 0.00 | 0.65 | 0.39 | 0.36 | 0.69 |
262
- | enterocyte of epithelium of large intestine | 4114 | 0.78 | 0.22 | 0.74 | 0.62 | 0.00 | 0.86 | 0.83 | 0.85 | 0.85 |
263
- | myofibroblast cell | 3997 | 0.67 | 0.15 | 0.91 | 0.73 | 0.00 | 0.68 | 0.60 | 0.61 | 0.87 |
264
- | thymic fibroblast type 2 | 3800 | 0.59 | 0.00 | 0.86 | 0.52 | 0.00 | 0.90 | 0.70 | 0.59 | 0.90 |
265
- | corneal epithelial cell | 3707 | 0.93 | 0.00 | 0.95 | 0.83 | 0.00 | 0.93 | 0.95 | 0.93 | 0.96 |
266
- | spermatid | 3633 | 0.96 | 0.00 | 0.99 | 0.92 | 0.00 | 0.96 | 0.99 | 0.97 | 0.99 |
267
- | duct epithelial cell | 3506 | 0.75 | 0.38 | 0.91 | 0.72 | 0.00 | 0.86 | 0.84 | 0.75 | 0.90 |
268
- | mesenchymal stem cell of adipose tissue | 3408 | 0.24 | 0.00 | 0.74 | 0.55 | 0.00 | 0.47 | 0.34 | 0.34 | 0.53 |
269
- | basal cell of prostate epithelium | 3142 | 0.71 | 0.01 | 0.92 | 0.74 | 0.00 | 0.87 | 0.86 | 0.77 | 0.89 |
270
- | endothelial cell of artery | 3098 | 0.52 | 0.28 | 0.84 | 0.67 | 0.00 | 0.69 | 0.62 | 0.57 | 0.80 |
271
- | stromal cell | 3112 | 0.64 | 0.00 | 0.70 | 0.48 | 0.00 | 0.79 | 0.79 | 0.77 | 0.92 |
272
- | thymic fibroblast type 1 | 2933 | 0.02 | 0.00 | 0.91 | 0.52 | 0.00 | 0.69 | 0.67 | 0.51 | 0.86 |
273
- | pulmonary alveolar type 1 cell | 2776 | 0.98 | 0.86 | 0.98 | 0.93 | 0.00 | 0.94 | 0.98 | 0.94 | 0.98 |
274
- | spermatocyte | 2727 | 0.93 | 0.00 | 0.97 | 0.92 | 0.00 | 0.89 | 0.98 | 0.95 | 0.98 |
275
- | pancreatic ductal cell | 2447 | 0.89 | 0.10 | 0.95 | 0.86 | 0.00 | 0.92 | 0.96 | 0.93 | 0.97 |
276
- | regulatory T cell | 2375 | 0.17 | 0.01 | 0.45 | 0.32 | 0.00 | 0.26 | 0.36 | 0.35 | 0.48 |
277
- | ventricular cardiac muscle cell | 2336 | 0.40 | 0.00 | 0.81 | 0.72 | 0.00 | 0.95 | 0.80 | 0.82 | 0.90 |
278
- | endothelial cell of lymphatic vessel | 2205 | 0.66 | 0.49 | 0.94 | 0.74 | 0.00 | 0.75 | 0.67 | 0.63 | 0.79 |
279
- | hematopoietic precursor cell | 1931 | 0.54 | 0.65 | 0.85 | 0.79 | 0.00 | 0.59 | 0.55 | 0.61 | 0.76 |
280
- | retinal blood vessel endothelial cell | 1877 | 0.12 | 0.00 | 0.93 | 0.45 | 0.00 | 0.87 | 0.68 | 0.53 | 0.90 |
281
- | small intestine goblet cell | 1844 | 0.85 | 0.43 | 0.92 | 0.75 | 0.00 | 0.90 | 0.94 | 0.91 | 0.95 |
282
- | gamma-delta T cell | 1776 | 0.33 | 0.08 | 0.77 | 0.54 | 0.00 | 0.55 | 0.67 | 0.47 | 0.80 |
283
- | fibroblast of cardiac tissue | 1752 | 0.95 | 0.28 | 0.99 | 0.49 | 0.00 | 0.94 | 0.78 | 0.72 | 0.97 |
284
- | paneth cell of epithelium of small intestine | 1662 | 0.51 | 0.40 | 0.79 | 0.63 | 0.00 | 0.70 | 0.68 | 0.71 | 0.82 |
285
- | club cell | 1575 | 0.83 | 0.68 | 0.91 | 0.71 | 0.00 | 0.81 | 0.82 | 0.77 | 0.89 |
286
- | intestinal crypt stem cell of colon | 1553 | 0.77 | 0.42 | 0.78 | 0.71 | 0.00 | 0.82 | 0.86 | 0.84 | 0.91 |
287
- | progenitor cell of mammary luminal epithelium | 1525 | 0.98 | 0.00 | 0.99 | 0.97 | 0.00 | 0.88 | 0.95 | 0.87 | 0.99 |
288
- | epithelial cell | 1512 | 0.91 | 0.22 | 0.97 | 0.78 | 0.00 | 0.91 | 0.93 | 0.91 | 0.96 |
289
- | basophil | 1509 | 0.56 | 0.00 | 0.97 | 0.86 | 0.00 | 0.88 | 0.73 | 0.79 | 0.94 |
290
- | large intestine goblet cell | 1425 | 0.89 | 0.14 | 0.93 | 0.68 | 0.00 | 0.89 | 0.94 | 0.89 | 0.95 |
291
- | eye photoreceptor cell | 1394 | 0.92 | 0.91 | 0.97 | 0.96 | 0.00 | 0.95 | 0.99 | 0.98 | 0.98 |
292
- | epithelial cell of uterus | 1274 | 0.95 | 0.23 | 0.98 | 0.62 | 0.00 | 0.94 | 0.95 | 0.87 | 0.98 |
293
- | enterocyte of epithelium proper of small intestine | 1266 | 0.35 | 0.00 | 0.78 | 0.55 | 0.00 | 0.83 | 0.61 | 0.67 | 0.82 |
294
- | tissue-resident macrophage | 1239 | 0.60 | 0.00 | 0.86 | 0.60 | 0.00 | 0.37 | 0.43 | 0.50 | 0.72 |
295
- | acinar cell | 1225 | 0.86 | 0.21 | 0.97 | 0.87 | 0.00 | 0.89 | 0.90 | 0.89 | 0.94 |
296
- | non-classical monocyte | 1162 | 0.23 | 0.29 | 0.54 | 0.37 | 0.00 | 0.35 | 0.40 | 0.37 | 0.55 |
297
- | lung ciliated cell | 1090 | 0.75 | 0.28 | 0.98 | 0.93 | 0.00 | 0.96 | 0.94 | 0.94 | 0.97 |
298
- | activated CD8-positive, alpha-beta T cell | 1044 | 0.22 | 0.00 | 0.85 | 0.56 | 0.00 | 0.55 | 0.36 | 0.29 | 0.72 |
299
- | alveolar adventitial fibroblast | 1007 | 0.75 | 0.02 | 0.94 | 0.56 | 0.00 | 0.81 | 0.77 | 0.72 | 0.95 |
300
- | naive thymus-derived CD8-positive, alpha-beta T cell | 944 | 0.13 | 0.00 | 0.60 | 0.31 | 0.00 | 0.26 | 0.15 | 0.14 | 0.53 |
301
- | adventitial cell | 954 | 0.18 | 0.00 | 0.89 | 0.51 | 0.00 | 0.45 | 0.27 | 0.37 | 0.75 |
302
- | respiratory goblet cell | 926 | 0.65 | 0.42 | 0.91 | 0.73 | 0.00 | 0.62 | 0.63 | 0.65 | 0.87 |
303
- | theca cell | 920 | 0.63 | 0.00 | 0.87 | 0.84 | 0.00 | 0.62 | 0.72 | 0.57 | 0.89 |
304
- | myeloid leukocyte | 906 | 0.18 | 0.00 | 0.85 | 0.40 | 0.00 | 0.67 | 0.24 | 0.25 | 0.80 |
305
- | keratocyte | 887 | 0.14 | 0.00 | 0.78 | 0.24 | 0.00 | 0.49 | 0.49 | 0.39 | 0.78 |
306
- | enteroglial cell | 885 | 0.83 | 0.61 | 0.97 | 0.92 | 0.00 | 0.93 | 0.93 | 0.82 | 0.92 |
307
- | innate lymphoid cell | 882 | 0.21 | 0.13 | 0.59 | 0.45 | 0.00 | 0.50 | 0.23 | 0.26 | 0.47 |
308
- | erythroid progenitor cell | 877 | 0.57 | 0.54 | 0.82 | 0.80 | 0.00 | 0.77 | 0.76 | 0.72 | 0.79 |
309
- | myometrial cell | 817 | 0.74 | 0.00 | 0.87 | 0.76 | 0.00 | 0.56 | 0.67 | 0.59 | 0.83 |
310
- | endothelial cell of vascular tree | 790 | 0.46 | 0.01 | 0.81 | 0.51 | 0.00 | 0.70 | 0.57 | 0.47 | 0.80 |
311
- | hematopoietic stem cell | 782 | 0.72 | 0.60 | 0.85 | 0.80 | 0.00 | 0.74 | 0.85 | 0.83 | 0.87 |
312
- | salivary gland cell | 773 | 0.53 | 0.00 | 0.93 | 0.73 | 0.00 | 0.86 | 0.68 | 0.64 | 0.91 |
313
- | granulocyte | 685 | 0.22 | 0.00 | 0.71 | 0.62 | 0.00 | 0.49 | 0.29 | 0.20 | 0.77 |
314
- | CD8-positive, alpha-beta thymocyte | 649 | 0.23 | 0.00 | 0.60 | 0.38 | 0.00 | 0.37 | 0.33 | 0.31 | 0.72 |
315
- | ciliated columnar cell of tracheobronchial tree | 632 | 0.38 | 0.04 | 0.97 | 0.87 | 0.00 | 0.83 | 0.93 | 0.91 | 0.98 |
316
- | intrahepatic cholangiocyte | 592 | 0.96 | 0.03 | 0.98 | 0.84 | 0.00 | 0.96 | 0.98 | 0.91 | 0.99 |
317
- | mural cell | 560 | 0.26 | 0.06 | 0.97 | 0.68 | 0.00 | 0.67 | 0.68 | 0.48 | 0.96 |
318
- | intestinal crypt stem cell of small intestine | 526 | 0.12 | 0.09 | 0.45 | 0.35 | 0.00 | 0.37 | 0.50 | 0.57 | 0.65 |
319
- | activated CD4-positive, alpha-beta T cell | 521 | 0.04 | 0.00 | 0.54 | 0.32 | 0.00 | 0.30 | 0.13 | 0.13 | 0.28 |
320
- | myeloid dendritic cell | 502 | 0.14 | 0.06 | 0.56 | 0.38 | 0.00 | 0.21 | 0.17 | 0.20 | 0.33 |
321
- | Mueller cell | 461 | 0.67 | 0.42 | 0.85 | 0.82 | 0.00 | 0.73 | 0.94 | 0.93 | 0.92 |
322
- | fast muscle cell | 450 | 0.62 | 0.56 | 0.94 | 0.86 | 0.00 | 0.87 | 0.81 | 0.85 | 0.93 |
323
- | platelet | 440 | 0.91 | 0.88 | 0.95 | 0.94 | 0.00 | 0.75 | 0.95 | 0.81 | 0.95 |
324
- | myoepithelial cell | 437 | 0.49 | 0.18 | 0.92 | 0.75 | 0.00 | 0.62 | 0.64 | 0.44 | 0.87 |
325
- | common myeloid progenitor | 408 | 0.43 | 0.34 | 0.82 | 0.75 | 0.00 | 0.78 | 0.74 | 0.81 | 0.87 |
326
- | thymocyte | 413 | 0.00 | 0.00 | 0.68 | 0.47 | 0.00 | 0.28 | 0.21 | 0.33 | 0.89 |
327
- | intestinal tuft cell | 395 | 0.83 | 0.77 | 0.97 | 0.86 | 0.00 | 0.92 | 0.97 | 0.97 | 0.96 |
328
- | pancreatic stellate cell | 392 | 0.00 | 0.00 | 0.97 | 0.61 | 0.00 | 0.67 | 0.74 | 0.44 | 0.94 |
329
- | tendon cell | 377 | 0.16 | 0.01 | 0.73 | 0.48 | 0.00 | 0.54 | 0.53 | 0.33 | 0.76 |
330
- | microglial cell | 366 | 0.10 | 0.00 | 0.75 | 0.24 | 0.00 | 0.18 | 0.31 | 0.18 | 0.49 |
331
- | muscle cell | 367 | 0.71 | 0.01 | 0.98 | 0.95 | 0.00 | 0.76 | 0.81 | 0.94 | 0.96 |
332
- | enterocyte of epithelium proper of jejunum | 372 | 0.00 | 0.00 | 0.58 | 0.54 | 0.00 | 0.85 | 0.57 | 0.41 | 0.93 |
333
- | mesothelial cell | 309 | 0.62 | 0.45 | 0.93 | 0.88 | 0.00 | 0.68 | 0.75 | 0.70 | 0.78 |
334
- | colon endothelial cell | 315 | 0.00 | 0.00 | 0.87 | 0.38 | 0.00 | 0.80 | 0.38 | 0.35 | 0.91 |
335
- | colon macrophage | 299 | 0.19 | 0.00 | 0.85 | 0.44 | 0.00 | 0.53 | 0.40 | 0.24 | 0.88 |
336
- | serous cell of epithelium of trachea | 293 | 0.40 | 0.00 | 0.87 | 0.66 | 0.00 | 0.47 | 0.48 | 0.54 | 0.79 |
337
- | ciliated epithelial cell | 291 | 0.87 | 0.00 | 0.97 | 0.81 | 0.00 | 0.94 | 0.98 | 0.92 | 0.99 |
338
- | Schwann cell | 290 | 0.64 | 0.42 | 0.87 | 0.80 | 0.00 | 0.69 | 0.89 | 0.74 | 0.89 |
339
- | mucus secreting cell | 233 | 0.56 | 0.02 | 0.89 | 0.73 | 0.00 | 0.68 | 0.67 | 0.74 | 0.86 |
340
- | supporting cell of vestibular epithelium | 243 | 0.84 | 0.00 | 0.70 | 0.77 | 0.00 | 0.71 | 1.00 | 0.86 | 0.99 |
341
- | enteroendocrine cell of small intestine | 237 | 0.69 | 0.07 | 0.88 | 0.73 | 0.00 | 0.79 | 0.96 | 0.89 | 0.94 |
342
- | ovarian surface epithelial cell | 217 | 0.45 | 0.06 | 0.93 | 0.88 | 0.00 | 0.68 | 0.88 | 0.71 | 0.95 |
343
- | transit amplifying cell of colon | 204 | 0.56 | 0.24 | 0.62 | 0.50 | 0.00 | 0.43 | 0.69 | 0.57 | 0.85 |
344
- | glandular epithelial cell | 212 | 0.56 | 0.02 | 0.90 | 0.70 | 0.00 | 0.74 | 0.87 | 0.71 | 0.98 |
345
- | melanocyte | 208 | 0.54 | 0.23 | 0.86 | 0.64 | 0.00 | 0.75 | 0.79 | 0.65 | 0.91 |
346
- | tracheal goblet cell | 213 | 0.61 | 0.15 | 0.88 | 0.67 | 0.00 | 0.66 | 0.83 | 0.67 | 0.95 |
347
- | hepatic stellate cell | 194 | 0.51 | 0.00 | 0.82 | 0.44 | 0.00 | 0.62 | 0.60 | 0.44 | 0.84 |
348
- | bronchial smooth muscle cell | 193 | 0.08 | 0.01 | 0.76 | 0.46 | 0.00 | 0.57 | 0.49 | 0.46 | 0.78 |
349
- | paneth cell of colon | 186 | 0.00 | 0.05 | 0.76 | 0.70 | 0.00 | 0.37 | 0.75 | 0.37 | 0.91 |
350
- | tongue muscle cell | 178 | 0.45 | 0.00 | 0.89 | 0.70 | 0.00 | 0.35 | 0.85 | 0.53 | 0.92 |
351
- | leukocyte | 190 | 0.11 | 0.03 | 0.64 | 0.09 | 0.00 | 0.46 | 0.28 | 0.18 | 0.47 |
352
- | tuft cell of colon | 155 | 0.00 | 0.02 | 0.88 | 0.61 | 0.00 | 0.81 | 0.93 | 0.91 | 0.96 |
353
- | slow muscle cell | 165 | 0.00 | 0.06 | 0.88 | 0.72 | 0.00 | 0.75 | 0.95 | 0.91 | 0.95 |
354
- | ionocyte | 144 | 0.62 | 0.08 | 0.82 | 0.74 | 0.00 | 0.76 | 0.85 | 0.73 | 0.92 |
355
- | connective tissue cell | 133 | 0.00 | 0.00 | 0.96 | 0.90 | 0.00 | 0.25 | 0.51 | 0.25 | 0.93 |
356
- | sebum secreting cell | 119 | 0.00 | 0.01 | 0.91 | 0.53 | 0.00 | 0.88 | 0.90 | 0.66 | 0.93 |
357
- | neuro-medullary thymic epithelial cell | 121 | 0.30 | 0.24 | 0.85 | 0.71 | 0.00 | 0.39 | 0.45 | 0.58 | 0.50 |
358
- | endothelial cell of arteriole | 114 | 0.00 | 0.00 | 0.93 | 0.30 | 0.00 | 0.57 | 0.75 | 0.43 | 0.98 |
359
- | male germ cell | 103 | 0.80 | 0.00 | 0.92 | 0.88 | 0.00 | 0.85 | 1.00 | 0.80 | 0.99 |
360
- | type B pancreatic cell | 87 | 0.66 | 0.00 | 0.93 | 0.86 | 0.00 | 0.82 | 1.00 | 0.94 | 0.99 |
361
- | hematopoietic cell | 92 | 0.00 | 0.00 | 0.76 | 0.69 | 0.00 | 0.14 | 0.64 | 0.49 | 0.85 |
362
- | plasmacytoid dendritic cell | 91 | 0.52 | 0.30 | 0.76 | 0.63 | 0.00 | 0.09 | 0.58 | 0.32 | 0.72 |
363
- | neuron | 76 | 0.00 | 0.00 | 0.98 | 0.81 | 0.00 | 0.57 | 0.67 | 0.74 | 0.96 |
364
- | myeloid cell | 72 | 0.00 | 0.00 | 0.62 | 0.00 | 0.00 | 0.36 | 0.38 | 0.24 | 0.87 |
365
- | myo-medullary thymic epithelial cell | 70 | 0.65 | 0.00 | 0.95 | 0.79 | 0.00 | 0.65 | 0.77 | 0.92 | 0.93 |
366
- | Langerhans cell | 68 | 0.35 | 0.03 | 0.84 | 0.58 | 0.00 | 0.10 | 0.32 | 0.35 | 0.54 |
367
- | interstitial cell of Cajal | 63 | 0.00 | 0.00 | 0.95 | 0.54 | 0.00 | 0.37 | 0.56 | 0.51 | 0.94 |
368
- | peritubular myoid cell | 61 | 0.24 | 0.00 | 0.71 | 0.51 | 0.00 | 0.45 | 0.69 | 0.58 | 0.76 |
369
- | retinal pigment epithelial cell | 62 | 0.00 | 0.00 | 0.94 | 0.89 | 0.00 | 0.76 | 1.00 | 0.95 | 0.98 |
370
- | spermatogonium | 52 | 0.00 | 0.00 | 0.75 | 0.65 | 0.00 | 0.39 | 0.90 | 0.75 | 0.88 |
371
- | retinal bipolar neuron | 55 | 0.00 | 0.03 | 0.85 | 0.70 | 0.00 | 0.65 | 0.85 | 0.95 | 0.89 |
372
- | endothelial cell of venule | 49 | 0.00 | 0.00 | 0.95 | 0.19 | 0.00 | 0.46 | 0.96 | 0.50 | 0.98 |
373
- | vestibular dark cell | 42 | 0.00 | 0.00 | 0.41 | 0.24 | 0.00 | 0.48 | 1.00 | 0.90 | 0.95 |
374
- | pancreatic A cell | 46 | 0.00 | 0.00 | 0.95 | 0.85 | 0.00 | 0.62 | 1.00 | 0.99 | 1.00 |
375
- | type L enteroendocrine cell | 38 | 0.00 | 0.00 | 0.85 | 0.63 | 0.00 | 0.27 | 0.99 | 0.94 | 0.97 |
376
- | medullary thymic epithelial cell | 40 | 0.00 | 0.00 | 0.81 | 0.48 | 0.00 | 0.66 | 0.99 | 0.74 | 0.87 |
377
- | adipocyte | 37 | 0.00 | 0.00 | 0.67 | 0.55 | 0.00 | 0.41 | 0.69 | 0.60 | 0.86 |
378
- | transit amplifying cell of small intestine | 33 | 0.00 | 0.00 | 0.52 | 0.34 | 0.00 | 0.30 | 0.79 | 0.70 | 0.90 |
379
- | taste receptor cell | 28 | 0.00 | 0.00 | 0.86 | 0.48 | 0.00 | 0.16 | 0.88 | 0.36 | 0.93 |
380
- | enterochromaffin-like cell | 24 | 0.00 | 0.03 | 0.81 | 0.44 | 0.00 | 0.79 | 0.96 | 0.91 | 0.96 |
381
- | enteroendocrine cell | 23 | 0.00 | 0.00 | 0.91 | 0.51 | 0.00 | 0.48 | 0.94 | 0.94 | 0.96 |
382
- | pulmonary ionocyte | 25 | 0.00 | 0.00 | 0.78 | 0.38 | 0.00 | 0.70 | 1.00 | 0.86 | 0.96 |
383
- | glial cell | 19 | 0.00 | 0.00 | 0.73 | 0.58 | 0.00 | 0.26 | 0.43 | 0.38 | 0.78 |
384
- | oocyte | 17 | 0.00 | 0.00 | 0.91 | 0.76 | 0.00 | 0.26 | 0.92 | 0.94 | 0.92 |
385
- | serous cell of epithelium of bronchus | 13 | 0.00 | 0.00 | 0.82 | 0.38 | 0.00 | 0.24 | 0.74 | 0.96 | 0.92 |
386
- | radial glial cell | 11 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.05 | 0.31 | 0.30 | 0.48 |
387
- | Leydig cell | 7 | 0.00 | 0.00 | 0.00 | 0.18 | 0.00 | 0.34 | 0.35 | 0.88 | 0.93 |
388
- | pancreatic D cell | 9 | 0.00 | 0.00 | 0.71 | 0.53 | 0.00 | 0.95 | 1.00 | 0.90 | 1.00 |
389
- | T follicular helper cell | 6 | 0.00 | 0.00 | 0.29 | 0.00 | 0.00 | 0.03 | 0.55 | 0.43 | 0.77 |
390
- | retina horizontal cell | 3 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.21 | 1.00 | 1.00 | 0.50 |
391
- | pancreatic PP cell | 2 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.10 | 1.00 | 1.00 | 1.00 |
392
- | epithelial fate stem cell | 2 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.17 | 1.00 | 1.00 | 0.67 |
393
- | mesenchymal cell | 2 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.01 | 0.09 | 0.67 | 0.00 |
394
- | erythroid lineage cell | 2 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.03 | 1.00 | 0.36 | 0.00 |
395
- | retinal ganglion cell | 1 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.06 | 0.08 | 0.33 | 0.67 |
396
 
397
  </details>
398
 
 
32
 
33
  | Cell Type | N cells | celltypist | knn bbknn | knn harmony | knn on scvi | onclass | scanvi | svm | xgboost | Consensus Prediction |
34
  | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- |
35
+ | B cell | 11660 | 0.99 | 0.99 | 0.99 | 0.99 | 0.00 | 0.99 | 0.99 | 0.98 | 0.99 |
36
+ | CD4-positive, alpha-beta T cell | 9698 | 0.56 | 0.79 | 0.82 | 0.73 | 0.00 | 0.59 | 0.43 | 0.51 | 0.79 |
37
+ | fibroblast | 8490 | 0.79 | 0.80 | 0.94 | 0.70 | 0.00 | 0.64 | 0.70 | 0.66 | 0.89 |
38
+ | CD8-positive, alpha-beta T cell | 7669 | 0.73 | 0.78 | 0.81 | 0.74 | 0.00 | 0.74 | 0.58 | 0.61 | 0.80 |
39
+ | neutrophil | 6857 | 0.95 | 0.97 | 0.97 | 0.97 | 0.00 | 0.94 | 0.95 | 0.93 | 0.98 |
40
+ | macrophage | 6769 | 0.79 | 0.84 | 0.93 | 0.81 | 0.00 | 0.74 | 0.74 | 0.70 | 0.89 |
41
+ | stromal cell of ovary | 3561 | 0.95 | 0.94 | 0.91 | 0.68 | 0.00 | 0.39 | 0.96 | 0.92 | 0.98 |
42
+ | endothelial cell | 3306 | 0.69 | 0.73 | 0.91 | 0.62 | 0.00 | 0.54 | 0.65 | 0.63 | 0.83 |
43
+ | basal cell | 3386 | 0.89 | 0.86 | 0.89 | 0.68 | 0.00 | 0.63 | 0.85 | 0.82 | 0.93 |
44
+ | plasma cell | 2769 | 0.98 | 0.98 | 0.97 | 0.97 | 0.00 | 0.98 | 0.98 | 0.97 | 0.99 |
45
+ | bladder urothelial cell | 2725 | 0.99 | 0.97 | 0.97 | 0.65 | 0.00 | 0.60 | 0.98 | 0.96 | 0.99 |
46
+ | monocyte | 2546 | 0.43 | 0.41 | 0.77 | 0.47 | 0.00 | 0.26 | 0.50 | 0.52 | 0.59 |
47
+ | mesenchymal stem cell | 2373 | 0.89 | 0.81 | 0.90 | 0.40 | 0.00 | 0.10 | 0.90 | 0.81 | 0.91 |
48
+ | smooth muscle cell | 1899 | 0.72 | 0.69 | 0.88 | 0.69 | 0.00 | 0.64 | 0.73 | 0.72 | 0.81 |
49
+ | classical monocyte | 1761 | 0.59 | 0.62 | 0.75 | 0.43 | 0.00 | 0.57 | 0.59 | 0.64 | 0.71 |
50
+ | luminal epithelial cell of mammary gland | 1527 | 0.98 | 0.08 | 0.96 | 0.72 | 0.00 | 0.60 | 0.98 | 0.96 | 0.99 |
51
+ | capillary endothelial cell | 1503 | 0.69 | 0.65 | 0.88 | 0.53 | 0.00 | 0.55 | 0.67 | 0.65 | 0.78 |
52
+ | erythrocyte | 1475 | 0.97 | 0.96 | 0.95 | 0.96 | 0.00 | 0.96 | 0.95 | 0.96 | 0.97 |
53
+ | natural killer cell | 1495 | 0.72 | 0.75 | 0.75 | 0.67 | 0.00 | 0.73 | 0.67 | 0.70 | 0.75 |
54
+ | enterocyte of epithelium proper of duodenum | 1351 | 0.91 | 0.49 | 0.81 | 0.41 | 0.00 | 0.34 | 0.90 | 0.89 | 0.94 |
55
+ | stratified squamous epithelial cell | 1234 | 0.84 | 0.78 | 0.87 | 0.71 | 0.00 | 0.68 | 0.84 | 0.82 | 0.88 |
56
+ | acinar cell of salivary gland | 1210 | 0.95 | 0.85 | 0.94 | 0.61 | 0.00 | 0.43 | 0.95 | 0.93 | 0.97 |
57
+ | pulmonary alveolar type 2 cell | 1212 | 0.97 | 0.96 | 0.97 | 0.83 | 0.00 | 0.91 | 0.97 | 0.96 | 0.98 |
58
+ | conjunctival epithelial cell | 1173 | 0.92 | 0.76 | 0.85 | 0.51 | 0.00 | 0.31 | 0.94 | 0.90 | 0.95 |
59
+ | pericyte | 1110 | 0.64 | 0.58 | 0.84 | 0.53 | 0.00 | 0.55 | 0.67 | 0.66 | 0.75 |
60
+ | luminal cell of prostate epithelium | 1066 | 0.90 | 0.85 | 0.92 | 0.76 | 0.00 | 0.65 | 0.94 | 0.91 | 0.95 |
61
+ | cardiac endothelial cell | 940 | 0.94 | 0.91 | 0.92 | 0.47 | 0.00 | 0.20 | 0.95 | 0.88 | 0.97 |
62
+ | naive thymus-derived CD4-positive, alpha-beta T cell | 970 | 0.21 | 0.04 | 0.32 | 0.06 | 0.00 | 0.22 | 0.22 | 0.28 | 0.29 |
63
+ | kidney epithelial cell | 954 | 0.99 | 0.89 | 0.94 | 0.52 | 0.00 | 0.02 | 0.99 | 0.98 | 0.99 |
64
+ | hepatocyte | 764 | 1.00 | 0.99 | 0.95 | 0.64 | 0.00 | 0.70 | 0.99 | 0.96 | 0.99 |
65
+ | blood vessel smooth muscle cell | 630 | 0.73 | 0.49 | 0.89 | 0.42 | 0.00 | 0.21 | 0.89 | 0.76 | 0.91 |
66
+ | enterocyte of epithelium proper of ileum | 640 | 0.97 | 0.01 | 0.79 | 0.36 | 0.00 | 0.02 | 0.98 | 0.95 | 0.97 |
67
+ | T cell | 645 | 0.47 | 0.22 | 0.57 | 0.08 | 0.00 | 0.24 | 0.39 | 0.38 | 0.56 |
68
+ | mast cell | 582 | 0.88 | 0.85 | 0.96 | 0.83 | 0.00 | 0.91 | 0.91 | 0.87 | 0.93 |
69
+ | skeletal muscle satellite stem cell | 589 | 0.96 | 0.94 | 0.96 | 0.80 | 0.00 | 0.81 | 0.95 | 0.91 | 0.97 |
70
+ | regular atrial cardiac myocyte | 555 | 0.83 | 0.81 | 0.82 | 0.28 | 0.00 | 0.09 | 0.91 | 0.91 | 0.94 |
71
+ | pancreatic acinar cell | 560 | 0.95 | 0.26 | 0.93 | 0.55 | 0.00 | 0.45 | 0.98 | 0.96 | 0.98 |
72
+ | intermediate monocyte | 535 | 0.38 | 0.13 | 0.55 | 0.20 | 0.00 | 0.20 | 0.35 | 0.44 | 0.51 |
73
+ | mature NK T cell | 547 | 0.37 | 0.42 | 0.54 | 0.35 | 0.00 | 0.45 | 0.35 | 0.43 | 0.55 |
74
+ | mononuclear phagocyte | 460 | 0.39 | 0.00 | 0.92 | 0.14 | 0.00 | 0.01 | 0.63 | 0.48 | 0.59 |
75
+ | fibroblast of breast | 499 | 0.81 | 0.00 | 0.98 | 0.20 | 0.00 | 0.42 | 0.84 | 0.70 | 0.94 |
76
+ | vascular associated smooth muscle cell | 478 | 0.66 | 0.06 | 0.76 | 0.22 | 0.00 | 0.39 | 0.59 | 0.61 | 0.69 |
77
+ | vein endothelial cell | 461 | 0.42 | 0.15 | 0.74 | 0.23 | 0.00 | 0.32 | 0.46 | 0.43 | 0.59 |
78
+ | CD4-positive, alpha-beta thymocyte | 457 | 0.39 | 0.00 | 0.57 | 0.24 | 0.00 | 0.36 | 0.34 | 0.32 | 0.61 |
79
+ | enterocyte of epithelium of large intestine | 426 | 0.77 | 0.28 | 0.56 | 0.42 | 0.00 | 0.22 | 0.78 | 0.83 | 0.79 |
80
+ | myofibroblast cell | 429 | 0.60 | 0.25 | 0.82 | 0.46 | 0.00 | 0.41 | 0.61 | 0.58 | 0.77 |
81
+ | thymic fibroblast type 2 | 439 | 0.57 | 0.00 | 0.70 | 0.15 | 0.00 | 0.12 | 0.68 | 0.55 | 0.63 |
82
+ | corneal epithelial cell | 393 | 0.90 | 0.01 | 0.92 | 0.81 | 0.00 | 0.89 | 0.96 | 0.93 | 0.96 |
83
+ | spermatid | 412 | 0.96 | 0.00 | 0.96 | 0.83 | 0.00 | 0.97 | 0.98 | 0.96 | 0.98 |
84
+ | duct epithelial cell | 356 | 0.83 | 0.59 | 0.85 | 0.56 | 0.00 | 0.48 | 0.86 | 0.77 | 0.89 |
85
+ | mesenchymal stem cell of adipose tissue | 344 | 0.26 | 0.01 | 0.65 | 0.38 | 0.00 | 0.22 | 0.29 | 0.33 | 0.52 |
86
+ | basal cell of prostate epithelium | 350 | 0.73 | 0.14 | 0.89 | 0.41 | 0.00 | 0.60 | 0.88 | 0.72 | 0.86 |
87
+ | endothelial cell of artery | 362 | 0.52 | 0.45 | 0.78 | 0.46 | 0.00 | 0.57 | 0.63 | 0.55 | 0.76 |
88
+ | stromal cell | 340 | 0.60 | 0.03 | 0.47 | 0.43 | 0.00 | 0.26 | 0.77 | 0.69 | 0.86 |
89
+ | thymic fibroblast type 1 | 333 | 0.29 | 0.01 | 0.84 | 0.22 | 0.00 | 0.04 | 0.66 | 0.43 | 0.49 |
90
+ | pulmonary alveolar type 1 cell | 314 | 0.95 | 0.95 | 0.96 | 0.88 | 0.00 | 0.94 | 0.97 | 0.94 | 0.97 |
91
+ | spermatocyte | 298 | 0.89 | 0.00 | 0.94 | 0.46 | 0.00 | 0.68 | 0.97 | 0.96 | 0.96 |
92
+ | pancreatic ductal cell | 271 | 0.87 | 0.52 | 0.90 | 0.67 | 0.00 | 0.43 | 0.96 | 0.94 | 0.96 |
93
+ | regulatory T cell | 279 | 0.07 | 0.01 | 0.26 | 0.08 | 0.00 | 0.22 | 0.30 | 0.34 | 0.35 |
94
+ | ventricular cardiac muscle cell | 241 | 0.34 | 0.03 | 0.75 | 0.32 | 0.00 | 0.46 | 0.82 | 0.81 | 0.86 |
95
+ | endothelial cell of lymphatic vessel | 250 | 0.69 | 0.57 | 0.87 | 0.57 | 0.00 | 0.60 | 0.60 | 0.62 | 0.72 |
96
+ | hematopoietic precursor cell | 221 | 0.63 | 0.68 | 0.73 | 0.61 | 0.00 | 0.46 | 0.59 | 0.59 | 0.76 |
97
+ | retinal blood vessel endothelial cell | 221 | 0.22 | 0.00 | 0.77 | 0.17 | 0.00 | 0.00 | 0.61 | 0.50 | 0.56 |
98
+ | small intestine goblet cell | 220 | 0.85 | 0.66 | 0.90 | 0.71 | 0.00 | 0.47 | 0.90 | 0.85 | 0.90 |
99
+ | gamma-delta T cell | 168 | 0.20 | 0.15 | 0.66 | 0.11 | 0.00 | 0.37 | 0.62 | 0.45 | 0.65 |
100
+ | fibroblast of cardiac tissue | 183 | 0.94 | 0.49 | 0.93 | 0.07 | 0.00 | 0.21 | 0.71 | 0.64 | 0.93 |
101
+ | paneth cell of epithelium of small intestine | 178 | 0.51 | 0.49 | 0.71 | 0.17 | 0.00 | 0.31 | 0.59 | 0.61 | 0.77 |
102
+ | club cell | 162 | 0.81 | 0.75 | 0.85 | 0.57 | 0.00 | 0.71 | 0.78 | 0.70 | 0.86 |
103
+ | intestinal crypt stem cell of colon | 171 | 0.76 | 0.61 | 0.55 | 0.36 | 0.00 | 0.16 | 0.85 | 0.80 | 0.85 |
104
+ | progenitor cell of mammary luminal epithelium | 174 | 0.99 | 0.00 | 0.96 | 0.94 | 0.00 | 0.92 | 0.96 | 0.93 | 0.99 |
105
+ | epithelial cell | 173 | 0.91 | 0.67 | 0.94 | 0.44 | 0.00 | 0.45 | 0.92 | 0.90 | 0.91 |
106
+ | basophil | 162 | 0.42 | 0.07 | 0.94 | 0.35 | 0.00 | 0.77 | 0.77 | 0.69 | 0.83 |
107
+ | large intestine goblet cell | 142 | 0.88 | 0.71 | 0.85 | 0.51 | 0.00 | 0.45 | 0.94 | 0.86 | 0.91 |
108
+ | eye photoreceptor cell | 143 | 0.88 | 0.88 | 0.92 | 0.87 | 0.00 | 0.90 | 0.97 | 0.94 | 0.95 |
109
+ | epithelial cell of uterus | 150 | 0.93 | 0.43 | 0.91 | 0.30 | 0.00 | 0.50 | 0.88 | 0.82 | 0.95 |
110
+ | enterocyte of epithelium proper of small intestine | 136 | 0.38 | 0.00 | 0.59 | 0.29 | 0.00 | 0.01 | 0.60 | 0.55 | 0.72 |
111
+ | tissue-resident macrophage | 118 | 0.60 | 0.00 | 0.78 | 0.32 | 0.00 | 0.20 | 0.48 | 0.46 | 0.71 |
112
+ | acinar cell | 141 | 0.80 | 0.60 | 0.83 | 0.75 | 0.00 | 0.79 | 0.89 | 0.88 | 0.90 |
113
+ | non-classical monocyte | 136 | 0.29 | 0.28 | 0.27 | 0.07 | 0.00 | 0.22 | 0.27 | 0.34 | 0.43 |
114
+ | lung ciliated cell | 131 | 0.78 | 0.58 | 0.98 | 0.74 | 0.00 | 0.91 | 0.96 | 0.89 | 0.96 |
115
+ | activated CD8-positive, alpha-beta T cell | 109 | 0.35 | 0.00 | 0.72 | 0.02 | 0.00 | 0.04 | 0.29 | 0.28 | 0.38 |
116
+ | alveolar adventitial fibroblast | 111 | 0.72 | 0.05 | 0.89 | 0.21 | 0.00 | 0.57 | 0.54 | 0.73 | 0.85 |
117
+ | naive thymus-derived CD8-positive, alpha-beta T cell | 118 | 0.15 | 0.00 | 0.39 | 0.07 | 0.00 | 0.15 | 0.14 | 0.12 | 0.33 |
118
+ | adventitial cell | 106 | 0.13 | 0.00 | 0.74 | 0.12 | 0.00 | 0.31 | 0.28 | 0.29 | 0.62 |
119
+ | respiratory goblet cell | 105 | 0.48 | 0.57 | 0.81 | 0.47 | 0.00 | 0.55 | 0.60 | 0.58 | 0.77 |
120
+ | theca cell | 101 | 0.63 | 0.08 | 0.80 | 0.34 | 0.00 | 0.70 | 0.77 | 0.58 | 0.81 |
121
+ | myeloid leukocyte | 93 | 0.17 | 0.00 | 0.73 | 0.14 | 0.00 | 0.19 | 0.23 | 0.14 | 0.54 |
122
+ | keratocyte | 103 | 0.30 | 0.00 | 0.56 | 0.06 | 0.00 | 0.14 | 0.52 | 0.38 | 0.35 |
123
+ | enteroglial cell | 89 | 0.84 | 0.69 | 0.94 | 0.80 | 0.00 | 0.75 | 0.96 | 0.83 | 0.86 |
124
+ | erythroid progenitor cell | 92 | 0.59 | 0.59 | 0.69 | 0.61 | 0.00 | 0.52 | 0.65 | 0.65 | 0.70 |
125
+ | innate lymphoid cell | 90 | 0.17 | 0.18 | 0.34 | 0.31 | 0.00 | 0.22 | 0.19 | 0.19 | 0.37 |
126
+ | myometrial cell | 86 | 0.78 | 0.00 | 0.78 | 0.15 | 0.00 | 0.21 | 0.64 | 0.53 | 0.80 |
127
+ | endothelial cell of vascular tree | 90 | 0.45 | 0.15 | 0.54 | 0.54 | 0.00 | 0.21 | 0.50 | 0.46 | 0.68 |
128
+ | hematopoietic stem cell | 91 | 0.74 | 0.65 | 0.77 | 0.72 | 0.00 | 0.64 | 0.79 | 0.79 | 0.85 |
129
+ | salivary gland cell | 88 | 0.54 | 0.00 | 0.89 | 0.57 | 0.00 | 0.67 | 0.54 | 0.58 | 0.88 |
130
+ | granulocyte | 76 | 0.23 | 0.03 | 0.50 | 0.35 | 0.00 | 0.15 | 0.24 | 0.19 | 0.47 |
131
+ | CD8-positive, alpha-beta thymocyte | 72 | 0.24 | 0.00 | 0.39 | 0.17 | 0.00 | 0.18 | 0.24 | 0.25 | 0.44 |
132
+ | ciliated columnar cell of tracheobronchial tree | 61 | 0.19 | 0.28 | 0.96 | 0.52 | 0.00 | 0.78 | 0.90 | 0.83 | 0.96 |
133
+ | intrahepatic cholangiocyte | 49 | 0.99 | 0.05 | 0.95 | 0.27 | 0.00 | 0.55 | 0.97 | 0.87 | 0.99 |
134
+ | mural cell | 73 | 0.35 | 0.10 | 0.86 | 0.13 | 0.00 | 0.31 | 0.61 | 0.54 | 0.78 |
135
+ | intestinal crypt stem cell of small intestine | 56 | 0.24 | 0.27 | 0.32 | 0.16 | 0.00 | 0.04 | 0.34 | 0.39 | 0.47 |
136
+ | activated CD4-positive, alpha-beta T cell | 77 | 0.04 | 0.00 | 0.32 | 0.00 | 0.00 | 0.14 | 0.13 | 0.13 | 0.28 |
137
+ | myeloid dendritic cell | 46 | 0.14 | 0.15 | 0.41 | 0.22 | 0.00 | 0.11 | 0.16 | 0.12 | 0.23 |
138
+ | Mueller cell | 47 | 0.54 | 0.34 | 0.59 | 0.64 | 0.00 | 0.72 | 0.88 | 0.72 | 0.82 |
139
+ | fast muscle cell | 52 | 0.71 | 0.56 | 0.93 | 0.74 | 0.00 | 0.88 | 0.81 | 0.81 | 0.93 |
140
+ | platelet | 37 | 0.91 | 0.90 | 0.95 | 0.83 | 0.00 | 0.70 | 0.90 | 0.69 | 0.93 |
141
+ | myoepithelial cell | 41 | 0.76 | 0.41 | 0.72 | 0.43 | 0.00 | 0.38 | 0.62 | 0.38 | 0.89 |
142
+ | common myeloid progenitor | 53 | 0.54 | 0.46 | 0.76 | 0.30 | 0.00 | 0.38 | 0.62 | 0.68 | 0.66 |
143
+ | thymocyte | 42 | 0.00 | 0.00 | 0.33 | 0.33 | 0.00 | 0.39 | 0.33 | 0.21 | 0.67 |
144
+ | intestinal tuft cell | 26 | 0.68 | 0.58 | 0.92 | 0.58 | 0.00 | 0.59 | 0.96 | 0.81 | 0.88 |
145
+ | pancreatic stellate cell | 44 | 0.00 | 0.00 | 0.88 | 0.33 | 0.00 | 0.00 | 0.54 | 0.31 | 0.78 |
146
+ | tendon cell | 35 | 0.43 | 0.00 | 0.52 | 0.44 | 0.00 | 0.30 | 0.45 | 0.21 | 0.67 |
147
+ | microglial cell | 41 | 0.07 | 0.00 | 0.53 | 0.12 | 0.00 | 0.15 | 0.20 | 0.15 | 0.34 |
148
+ | muscle cell | 47 | 0.71 | 0.00 | 0.95 | 0.74 | 0.00 | 0.91 | 0.80 | 0.84 | 0.95 |
149
+ | enterocyte of epithelium proper of jejunum | 52 | 0.00 | 0.00 | 0.20 | 0.27 | 0.00 | 0.11 | 0.55 | 0.37 | 0.63 |
150
+ | mesothelial cell | 34 | 0.67 | 0.65 | 0.86 | 0.75 | 0.00 | 0.41 | 0.44 | 0.72 | 0.72 |
151
+ | colon endothelial cell | 43 | 0.05 | 0.05 | 0.68 | 0.07 | 0.00 | 0.21 | 0.26 | 0.33 | 0.46 |
152
+ | colon macrophage | 35 | 0.19 | 0.00 | 0.76 | 0.04 | 0.00 | 0.03 | 0.24 | 0.18 | 0.57 |
153
+ | serous cell of epithelium of trachea | 27 | 0.37 | 0.00 | 0.79 | 0.25 | 0.00 | 0.10 | 0.38 | 0.39 | 0.76 |
154
+ | ciliated epithelial cell | 34 | 0.90 | 0.00 | 0.96 | 0.48 | 0.00 | 0.85 | 0.96 | 0.86 | 0.94 |
155
+ | Schwann cell | 28 | 0.73 | 0.56 | 0.60 | 0.42 | 0.00 | 0.46 | 0.61 | 0.55 | 0.74 |
156
+ | supporting cell of vestibular epithelium | 31 | 0.86 | 0.12 | 0.52 | 0.64 | 0.00 | 0.36 | 0.98 | 0.77 | 0.94 |
157
+ | mucus secreting cell | 24 | 0.57 | 0.11 | 0.78 | 0.21 | 0.00 | 0.22 | 0.62 | 0.55 | 0.78 |
158
+ | enteroendocrine cell of small intestine | 25 | 0.64 | 0.10 | 0.78 | 0.55 | 0.00 | 0.67 | 0.86 | 0.68 | 0.78 |
159
+ | ovarian surface epithelial cell | 19 | 0.55 | 0.33 | 0.80 | 0.60 | 0.00 | 0.17 | 0.84 | 0.61 | 0.89 |
160
+ | transit amplifying cell of colon | 23 | 0.56 | 0.35 | 0.46 | 0.13 | 0.00 | 0.06 | 0.53 | 0.42 | 0.67 |
161
+ | glandular epithelial cell | 26 | 0.67 | 0.11 | 0.67 | 0.21 | 0.00 | 0.59 | 0.98 | 0.62 | 0.89 |
162
+ | melanocyte | 24 | 0.75 | 0.51 | 0.70 | 0.36 | 0.00 | 0.53 | 0.81 | 0.57 | 0.94 |
163
+ | tracheal goblet cell | 20 | 0.00 | 0.19 | 0.58 | 0.67 | 0.00 | 0.40 | 0.75 | 0.63 | 0.74 |
164
+ | hepatic stellate cell | 26 | 0.36 | 0.00 | 0.71 | 0.13 | 0.00 | 0.15 | 0.54 | 0.38 | 0.69 |
165
+ | bronchial smooth muscle cell | 26 | 0.00 | 0.00 | 0.56 | 0.11 | 0.00 | 0.33 | 0.35 | 0.33 | 0.53 |
166
+ | paneth cell of colon | 21 | 0.58 | 0.29 | 0.50 | 0.41 | 0.00 | 0.18 | 0.77 | 0.34 | 0.88 |
167
+ | tongue muscle cell | 18 | 0.50 | 0.00 | 0.81 | 0.31 | 0.00 | 0.36 | 0.58 | 0.32 | 0.77 |
168
+ | leukocyte | 28 | 0.16 | 0.07 | 0.19 | 0.00 | 0.00 | 0.00 | 0.14 | 0.11 | 0.21 |
169
+ | tuft cell of colon | 32 | 0.00 | 0.00 | 0.72 | 0.37 | 0.00 | 0.70 | 0.89 | 0.83 | 0.85 |
170
+ | slow muscle cell | 19 | 0.70 | 0.25 | 0.73 | 0.40 | 0.00 | 0.64 | 0.76 | 0.73 | 0.80 |
171
+ | ionocyte | 13 | 0.52 | 0.18 | 0.76 | 0.46 | 0.00 | 0.06 | 0.81 | 0.67 | 0.86 |
172
+ | connective tissue cell | 20 | 0.00 | 0.00 | 0.95 | 0.00 | 0.00 | 0.00 | 0.56 | 0.24 | 0.69 |
173
+ | neuro-medullary thymic epithelial cell | 12 | 0.34 | 0.35 | 0.73 | 0.36 | 0.00 | 0.25 | 0.38 | 0.35 | 0.46 |
174
+ | sebum secreting cell | 18 | 0.00 | 0.02 | 0.77 | 0.16 | 0.00 | 0.12 | 0.81 | 0.58 | 0.83 |
175
+ | endothelial cell of arteriole | 11 | 0.00 | 0.00 | 0.67 | 0.00 | 0.00 | 0.26 | 0.42 | 0.32 | 0.62 |
176
+ | male germ cell | 12 | 0.00 | 0.00 | 0.80 | 0.00 | 0.00 | 0.21 | 0.96 | 0.81 | 0.96 |
177
+ | type B pancreatic cell | 10 | 0.80 | 0.00 | 0.84 | 0.86 | 0.00 | 0.74 | 0.95 | 0.86 | 0.95 |
178
+ | hematopoietic cell | 10 | 0.00 | 0.00 | 0.53 | 0.00 | 0.00 | 0.18 | 0.62 | 0.42 | 0.86 |
179
+ | plasmacytoid dendritic cell | 5 | 0.13 | 0.29 | 0.33 | 0.22 | 0.00 | 0.06 | 0.35 | 0.17 | 0.35 |
180
+ | neuron | 4 | 0.00 | 0.00 | 0.89 | 0.21 | 0.00 | 0.29 | 0.44 | 0.46 | 0.89 |
181
+ | myeloid cell | 5 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.07 | 0.22 | 0.10 | 0.25 |
182
+ | myo-medullary thymic epithelial cell | 3 | 0.33 | 0.00 | 0.80 | 0.33 | 0.00 | 0.44 | 0.57 | 0.40 | 0.67 |
183
+ | Langerhans cell | 10 | 0.00 | 0.00 | 0.67 | 0.25 | 0.00 | 0.42 | 0.32 | 0.34 | 0.63 |
184
+ | interstitial cell of Cajal | 7 | 0.00 | 0.00 | 1.00 | 0.15 | 0.00 | 0.00 | 0.70 | 0.56 | 0.86 |
185
+ | retinal pigment epithelial cell | 6 | 0.92 | 0.00 | 0.50 | 0.80 | 0.00 | 0.92 | 1.00 | 0.92 | 1.00 |
186
+ | peritubular myoid cell | 8 | 0.32 | 0.00 | 0.55 | 0.00 | 0.00 | 0.00 | 0.35 | 0.35 | 0.43 |
187
+ | spermatogonium | 10 | 0.00 | 0.00 | 0.50 | 0.00 | 0.00 | 0.25 | 0.82 | 0.86 | 0.75 |
188
+ | retinal bipolar neuron | 10 | 0.00 | 0.18 | 0.46 | 0.40 | 0.00 | 0.26 | 0.76 | 0.67 | 0.67 |
189
+ | endothelial cell of venule | 7 | 0.00 | 0.00 | 0.73 | 0.00 | 0.00 | 0.00 | 0.73 | 0.30 | 0.00 |
190
+ | vestibular dark cell | 5 | 0.00 | 0.00 | 0.33 | 0.20 | 0.00 | 0.09 | 1.00 | 0.73 | 0.80 |
191
+ | pancreatic A cell | 2 | 0.67 | 0.00 | 0.67 | 1.00 | 0.00 | 1.00 | 1.00 | 1.00 | 1.00 |
192
+ | type L enteroendocrine cell | 4 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.57 | 1.00 | 0.44 | 0.40 |
193
+ | medullary thymic epithelial cell | 3 | 0.00 | 0.00 | 0.80 | 0.00 | 0.00 | 0.03 | 1.00 | 0.67 | 0.50 |
194
+ | adipocyte | 2 | 0.00 | 0.00 | 0.50 | 0.00 | 0.00 | 0.20 | 0.22 | 0.12 | 0.29 |
195
+ | transit amplifying cell of small intestine | 0 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 |
196
+ | taste receptor cell | 3 | 0.00 | 0.00 | 0.80 | 0.00 | 0.00 | 0.07 | 0.50 | 0.09 | 0.80 |
197
+ | enterochromaffin-like cell | 2 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 1.00 | 1.00 | 0.40 | 0.00 |
198
+ | enteroendocrine cell | 4 | 0.00 | 0.33 | 1.00 | 0.57 | 0.00 | 0.55 | 0.89 | 0.44 | 0.89 |
199
+ | pulmonary ionocyte | 2 | 0.00 | 0.00 | 0.67 | 0.00 | 0.00 | 0.21 | 1.00 | 1.00 | 1.00 |
200
+ | glial cell | 1 | 0.00 | 0.00 | 0.50 | 0.00 | 0.00 | 0.10 | 0.40 | 0.15 | 0.67 |
201
+ | oocyte | 5 | 0.00 | 0.04 | 0.89 | 0.89 | 0.00 | 0.71 | 1.00 | 1.00 | 1.00 |
202
+ | serous cell of epithelium of bronchus | 0 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 |
203
+ | radial glial cell | 0 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 |
204
+ | Leydig cell | 3 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.33 | 0.00 |
205
+ | pancreatic D cell | 1 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 |
206
+ | T follicular helper cell | 1 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 |
207
+ | retina horizontal cell | 1 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 |
 
 
 
208
  | erythroid lineage cell | 0 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 |
209
+ | pancreatic PP cell | 0 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 |
210
+ | epithelial fate stem cell | 1 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 |
211
+ | mesenchymal cell | 1 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 |
212
 
213
  The train accuracies are computed on the training data.
214
 
215
  | Cell Type | N cells | celltypist | knn bbknn | knn harmony | knn on scvi | onclass | scanvi | svm | xgboost | Consensus Prediction |
216
  | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- |
217
+ | B cell | 102833 | 0.99 | 0.99 | 0.99 | 0.99 | 0.00 | 0.99 | 0.99 | 0.98 | 0.99 |
218
+ | CD4-positive, alpha-beta T cell | 87430 | 0.57 | 0.78 | 0.87 | 0.83 | 0.00 | 0.57 | 0.45 | 0.52 | 0.82 |
219
+ | fibroblast | 74840 | 0.79 | 0.74 | 0.97 | 0.85 | 0.00 | 0.86 | 0.70 | 0.66 | 0.93 |
220
+ | CD8-positive, alpha-beta T cell | 68607 | 0.73 | 0.77 | 0.87 | 0.82 | 0.00 | 0.72 | 0.59 | 0.62 | 0.82 |
221
+ | neutrophil | 62682 | 0.95 | 0.97 | 0.98 | 0.98 | 0.00 | 0.94 | 0.95 | 0.93 | 0.98 |
222
+ | macrophage | 62296 | 0.79 | 0.83 | 0.95 | 0.87 | 0.00 | 0.77 | 0.75 | 0.70 | 0.91 |
223
+ | stromal cell of ovary | 31442 | 0.95 | 0.67 | 0.94 | 0.89 | 0.00 | 0.95 | 0.96 | 0.92 | 0.99 |
224
+ | endothelial cell | 30391 | 0.70 | 0.69 | 0.96 | 0.82 | 0.00 | 0.81 | 0.66 | 0.65 | 0.91 |
225
+ | basal cell | 30140 | 0.88 | 0.80 | 0.94 | 0.81 | 0.00 | 0.84 | 0.85 | 0.83 | 0.94 |
226
+ | plasma cell | 24580 | 0.98 | 0.97 | 0.98 | 0.97 | 0.00 | 0.97 | 0.98 | 0.97 | 0.99 |
227
+ | bladder urothelial cell | 24516 | 0.98 | 0.96 | 0.98 | 0.78 | 0.00 | 0.95 | 0.98 | 0.97 | 0.99 |
228
+ | monocyte | 23207 | 0.44 | 0.31 | 0.86 | 0.73 | 0.00 | 0.59 | 0.51 | 0.53 | 0.72 |
229
+ | mesenchymal stem cell | 21124 | 0.89 | 0.73 | 0.95 | 0.72 | 0.00 | 0.94 | 0.91 | 0.82 | 0.95 |
230
+ | smooth muscle cell | 16525 | 0.73 | 0.64 | 0.93 | 0.85 | 0.00 | 0.84 | 0.75 | 0.75 | 0.88 |
231
+ | classical monocyte | 16439 | 0.58 | 0.55 | 0.84 | 0.74 | 0.00 | 0.71 | 0.59 | 0.65 | 0.77 |
232
+ | luminal epithelial cell of mammary gland | 13905 | 0.98 | 0.00 | 0.98 | 0.85 | 0.00 | 0.96 | 0.98 | 0.96 | 0.99 |
233
+ | capillary endothelial cell | 13793 | 0.70 | 0.54 | 0.93 | 0.78 | 0.00 | 0.76 | 0.69 | 0.68 | 0.85 |
234
+ | erythrocyte | 13136 | 0.97 | 0.96 | 0.98 | 0.98 | 0.00 | 0.97 | 0.96 | 0.96 | 0.97 |
235
+ | natural killer cell | 12736 | 0.72 | 0.73 | 0.83 | 0.80 | 0.00 | 0.72 | 0.68 | 0.70 | 0.77 |
236
+ | enterocyte of epithelium proper of duodenum | 12144 | 0.91 | 0.00 | 0.88 | 0.75 | 0.00 | 0.94 | 0.91 | 0.89 | 0.96 |
237
+ | stratified squamous epithelial cell | 11080 | 0.84 | 0.72 | 0.93 | 0.83 | 0.00 | 0.83 | 0.85 | 0.82 | 0.90 |
238
+ | acinar cell of salivary gland | 11027 | 0.95 | 0.74 | 0.97 | 0.80 | 0.00 | 0.95 | 0.95 | 0.93 | 0.98 |
239
+ | pulmonary alveolar type 2 cell | 10382 | 0.97 | 0.96 | 0.99 | 0.89 | 0.00 | 0.96 | 0.97 | 0.96 | 0.98 |
240
+ | conjunctival epithelial cell | 9912 | 0.91 | 0.70 | 0.91 | 0.71 | 0.00 | 0.91 | 0.94 | 0.90 | 0.96 |
241
+ | pericyte | 9774 | 0.64 | 0.49 | 0.90 | 0.77 | 0.00 | 0.72 | 0.69 | 0.67 | 0.81 |
242
+ | luminal cell of prostate epithelium | 9586 | 0.91 | 0.68 | 0.96 | 0.86 | 0.00 | 0.93 | 0.94 | 0.92 | 0.95 |
243
+ | cardiac endothelial cell | 9147 | 0.94 | 0.80 | 0.98 | 0.83 | 0.00 | 0.97 | 0.95 | 0.88 | 0.98 |
244
+ | naive thymus-derived CD4-positive, alpha-beta T cell | 8856 | 0.21 | 0.02 | 0.51 | 0.32 | 0.00 | 0.28 | 0.24 | 0.30 | 0.39 |
245
+ | kidney epithelial cell | 8324 | 0.98 | 0.22 | 0.97 | 0.79 | 0.00 | 0.99 | 0.99 | 0.98 | 0.99 |
246
+ | hepatocyte | 6650 | 1.00 | 0.98 | 0.98 | 0.89 | 0.00 | 0.97 | 0.99 | 0.98 | 1.00 |
247
+ | blood vessel smooth muscle cell | 6012 | 0.73 | 0.20 | 0.95 | 0.87 | 0.00 | 0.94 | 0.90 | 0.79 | 0.95 |
248
+ | enterocyte of epithelium proper of ileum | 5837 | 0.97 | 0.00 | 0.86 | 0.67 | 0.00 | 0.96 | 0.98 | 0.96 | 0.98 |
249
+ | T cell | 5644 | 0.47 | 0.17 | 0.70 | 0.41 | 0.00 | 0.45 | 0.40 | 0.38 | 0.64 |
250
+ | mast cell | 5639 | 0.87 | 0.84 | 0.97 | 0.94 | 0.00 | 0.95 | 0.92 | 0.88 | 0.95 |
251
+ | skeletal muscle satellite stem cell | 5579 | 0.95 | 0.92 | 0.98 | 0.92 | 0.00 | 0.96 | 0.95 | 0.91 | 0.97 |
252
+ | regular atrial cardiac myocyte | 5261 | 0.82 | 0.62 | 0.91 | 0.75 | 0.00 | 0.96 | 0.91 | 0.91 | 0.95 |
253
+ | pancreatic acinar cell | 4921 | 0.95 | 0.01 | 0.97 | 0.83 | 0.00 | 0.91 | 0.98 | 0.96 | 0.99 |
254
+ | intermediate monocyte | 4943 | 0.38 | 0.10 | 0.71 | 0.53 | 0.00 | 0.27 | 0.38 | 0.46 | 0.57 |
255
+ | mature NK T cell | 4847 | 0.38 | 0.42 | 0.69 | 0.61 | 0.00 | 0.51 | 0.37 | 0.46 | 0.63 |
256
+ | mononuclear phagocyte | 4876 | 0.42 | 0.00 | 0.96 | 0.57 | 0.00 | 0.90 | 0.68 | 0.53 | 0.91 |
257
+ | fibroblast of breast | 4771 | 0.81 | 0.00 | 0.99 | 0.67 | 0.00 | 0.82 | 0.85 | 0.71 | 0.97 |
258
+ | vascular associated smooth muscle cell | 4541 | 0.68 | 0.02 | 0.86 | 0.67 | 0.00 | 0.76 | 0.65 | 0.65 | 0.79 |
259
+ | vein endothelial cell | 4236 | 0.42 | 0.09 | 0.87 | 0.60 | 0.00 | 0.55 | 0.50 | 0.49 | 0.72 |
260
+ | CD4-positive, alpha-beta thymocyte | 4228 | 0.39 | 0.00 | 0.75 | 0.58 | 0.00 | 0.67 | 0.38 | 0.35 | 0.72 |
261
+ | enterocyte of epithelium of large intestine | 4141 | 0.78 | 0.24 | 0.75 | 0.71 | 0.00 | 0.83 | 0.80 | 0.86 | 0.85 |
262
+ | myofibroblast cell | 4007 | 0.64 | 0.14 | 0.91 | 0.76 | 0.00 | 0.71 | 0.63 | 0.61 | 0.86 |
263
+ | thymic fibroblast type 2 | 3766 | 0.58 | 0.00 | 0.86 | 0.52 | 0.00 | 0.86 | 0.67 | 0.56 | 0.90 |
264
+ | corneal epithelial cell | 3792 | 0.90 | 0.00 | 0.95 | 0.89 | 0.00 | 0.94 | 0.96 | 0.92 | 0.96 |
265
+ | spermatid | 3597 | 0.96 | 0.00 | 0.98 | 0.98 | 0.00 | 0.98 | 0.99 | 0.96 | 0.99 |
266
+ | duct epithelial cell | 3533 | 0.81 | 0.38 | 0.92 | 0.74 | 0.00 | 0.86 | 0.86 | 0.79 | 0.91 |
267
+ | mesenchymal stem cell of adipose tissue | 3433 | 0.28 | 0.00 | 0.75 | 0.58 | 0.00 | 0.48 | 0.32 | 0.37 | 0.55 |
268
+ | basal cell of prostate epithelium | 3145 | 0.73 | 0.01 | 0.93 | 0.77 | 0.00 | 0.83 | 0.88 | 0.75 | 0.88 |
269
+ | endothelial cell of artery | 3109 | 0.47 | 0.28 | 0.84 | 0.66 | 0.00 | 0.69 | 0.63 | 0.55 | 0.79 |
270
+ | stromal cell | 3118 | 0.61 | 0.01 | 0.70 | 0.58 | 0.00 | 0.89 | 0.79 | 0.70 | 0.93 |
271
+ | thymic fibroblast type 1 | 2937 | 0.30 | 0.00 | 0.91 | 0.55 | 0.00 | 0.86 | 0.68 | 0.48 | 0.87 |
272
+ | pulmonary alveolar type 1 cell | 2802 | 0.96 | 0.93 | 0.98 | 0.93 | 0.00 | 0.95 | 0.98 | 0.94 | 0.98 |
273
+ | spermatocyte | 2772 | 0.92 | 0.00 | 0.97 | 0.93 | 0.00 | 0.96 | 0.98 | 0.96 | 0.98 |
274
+ | pancreatic ductal cell | 2448 | 0.89 | 0.13 | 0.95 | 0.83 | 0.00 | 0.87 | 0.96 | 0.94 | 0.97 |
275
+ | regulatory T cell | 2370 | 0.10 | 0.00 | 0.41 | 0.32 | 0.00 | 0.27 | 0.33 | 0.34 | 0.49 |
276
+ | ventricular cardiac muscle cell | 2358 | 0.30 | 0.00 | 0.81 | 0.67 | 0.00 | 0.96 | 0.83 | 0.84 | 0.88 |
277
+ | endothelial cell of lymphatic vessel | 2188 | 0.66 | 0.46 | 0.94 | 0.76 | 0.00 | 0.76 | 0.63 | 0.64 | 0.80 |
278
+ | hematopoietic precursor cell | 1919 | 0.63 | 0.65 | 0.84 | 0.78 | 0.00 | 0.46 | 0.60 | 0.61 | 0.78 |
279
+ | retinal blood vessel endothelial cell | 1866 | 0.23 | 0.00 | 0.92 | 0.47 | 0.00 | 0.96 | 0.63 | 0.54 | 0.91 |
280
+ | small intestine goblet cell | 1824 | 0.87 | 0.52 | 0.93 | 0.85 | 0.00 | 0.87 | 0.94 | 0.90 | 0.95 |
281
+ | gamma-delta T cell | 1809 | 0.20 | 0.11 | 0.78 | 0.38 | 0.00 | 0.56 | 0.67 | 0.49 | 0.79 |
282
+ | fibroblast of cardiac tissue | 1764 | 0.95 | 0.18 | 0.99 | 0.54 | 0.00 | 0.85 | 0.74 | 0.68 | 0.98 |
283
+ | paneth cell of epithelium of small intestine | 1675 | 0.48 | 0.41 | 0.79 | 0.58 | 0.00 | 0.68 | 0.69 | 0.74 | 0.83 |
284
+ | club cell | 1585 | 0.82 | 0.68 | 0.91 | 0.70 | 0.00 | 0.76 | 0.80 | 0.74 | 0.89 |
285
+ | intestinal crypt stem cell of colon | 1561 | 0.74 | 0.46 | 0.80 | 0.62 | 0.00 | 0.76 | 0.87 | 0.85 | 0.92 |
286
+ | progenitor cell of mammary luminal epithelium | 1520 | 0.98 | 0.00 | 0.99 | 0.97 | 0.00 | 0.94 | 0.96 | 0.93 | 0.99 |
287
+ | epithelial cell | 1502 | 0.90 | 0.29 | 0.98 | 0.73 | 0.00 | 0.90 | 0.92 | 0.92 | 0.95 |
288
+ | basophil | 1507 | 0.44 | 0.01 | 0.96 | 0.85 | 0.00 | 0.86 | 0.80 | 0.69 | 0.92 |
289
+ | large intestine goblet cell | 1415 | 0.88 | 0.15 | 0.93 | 0.77 | 0.00 | 0.77 | 0.94 | 0.89 | 0.94 |
290
+ | eye photoreceptor cell | 1385 | 0.90 | 0.90 | 0.96 | 0.94 | 0.00 | 0.96 | 0.98 | 0.97 | 0.97 |
291
+ | epithelial cell of uterus | 1267 | 0.93 | 0.23 | 0.98 | 0.65 | 0.00 | 0.90 | 0.92 | 0.86 | 0.98 |
292
+ | enterocyte of epithelium proper of small intestine | 1279 | 0.37 | 0.00 | 0.76 | 0.58 | 0.00 | 0.79 | 0.62 | 0.67 | 0.83 |
293
+ | tissue-resident macrophage | 1237 | 0.60 | 0.00 | 0.85 | 0.64 | 0.00 | 0.47 | 0.51 | 0.48 | 0.72 |
294
+ | acinar cell | 1204 | 0.82 | 0.31 | 0.97 | 0.88 | 0.00 | 0.89 | 0.92 | 0.89 | 0.93 |
295
+ | non-classical monocyte | 1148 | 0.35 | 0.30 | 0.55 | 0.37 | 0.00 | 0.24 | 0.35 | 0.37 | 0.60 |
296
+ | lung ciliated cell | 1078 | 0.74 | 0.14 | 0.98 | 0.91 | 0.00 | 0.97 | 0.95 | 0.92 | 0.98 |
297
+ | activated CD8-positive, alpha-beta T cell | 1038 | 0.38 | 0.00 | 0.87 | 0.45 | 0.00 | 0.58 | 0.33 | 0.32 | 0.71 |
298
+ | alveolar adventitial fibroblast | 1002 | 0.76 | 0.01 | 0.94 | 0.61 | 0.00 | 0.64 | 0.61 | 0.75 | 0.95 |
299
+ | naive thymus-derived CD8-positive, alpha-beta T cell | 938 | 0.14 | 0.00 | 0.61 | 0.40 | 0.00 | 0.19 | 0.18 | 0.14 | 0.45 |
300
+ | adventitial cell | 939 | 0.16 | 0.00 | 0.89 | 0.55 | 0.00 | 0.64 | 0.32 | 0.35 | 0.83 |
301
+ | respiratory goblet cell | 935 | 0.53 | 0.39 | 0.90 | 0.73 | 0.00 | 0.59 | 0.64 | 0.66 | 0.85 |
302
+ | theca cell | 937 | 0.66 | 0.00 | 0.87 | 0.74 | 0.00 | 0.62 | 0.79 | 0.61 | 0.89 |
303
+ | myeloid leukocyte | 909 | 0.14 | 0.00 | 0.84 | 0.45 | 0.00 | 0.68 | 0.31 | 0.21 | 0.77 |
304
+ | keratocyte | 896 | 0.36 | 0.00 | 0.77 | 0.31 | 0.00 | 0.53 | 0.54 | 0.39 | 0.78 |
305
+ | enteroglial cell | 901 | 0.83 | 0.53 | 0.97 | 0.91 | 0.00 | 0.83 | 0.91 | 0.81 | 0.89 |
306
+ | erythroid progenitor cell | 879 | 0.61 | 0.56 | 0.84 | 0.82 | 0.00 | 0.74 | 0.77 | 0.76 | 0.78 |
307
+ | innate lymphoid cell | 874 | 0.18 | 0.10 | 0.57 | 0.46 | 0.00 | 0.55 | 0.24 | 0.25 | 0.50 |
308
+ | myometrial cell | 831 | 0.82 | 0.00 | 0.88 | 0.67 | 0.00 | 0.79 | 0.68 | 0.62 | 0.89 |
309
+ | endothelial cell of vascular tree | 785 | 0.43 | 0.01 | 0.81 | 0.62 | 0.00 | 0.66 | 0.60 | 0.50 | 0.79 |
310
+ | hematopoietic stem cell | 767 | 0.71 | 0.52 | 0.85 | 0.80 | 0.00 | 0.74 | 0.87 | 0.83 | 0.87 |
311
+ | salivary gland cell | 762 | 0.55 | 0.00 | 0.92 | 0.72 | 0.00 | 0.81 | 0.56 | 0.63 | 0.91 |
312
+ | granulocyte | 693 | 0.23 | 0.00 | 0.70 | 0.66 | 0.00 | 0.23 | 0.28 | 0.22 | 0.58 |
313
+ | CD8-positive, alpha-beta thymocyte | 659 | 0.23 | 0.00 | 0.58 | 0.45 | 0.00 | 0.55 | 0.32 | 0.32 | 0.77 |
314
+ | ciliated columnar cell of tracheobronchial tree | 652 | 0.26 | 0.07 | 0.97 | 0.86 | 0.00 | 0.94 | 0.94 | 0.88 | 0.98 |
315
+ | intrahepatic cholangiocyte | 616 | 0.97 | 0.02 | 0.97 | 0.82 | 0.00 | 0.92 | 0.97 | 0.91 | 0.99 |
316
+ | mural cell | 545 | 0.32 | 0.07 | 0.95 | 0.62 | 0.00 | 0.65 | 0.65 | 0.57 | 0.96 |
317
+ | intestinal crypt stem cell of small intestine | 531 | 0.24 | 0.18 | 0.42 | 0.36 | 0.00 | 0.35 | 0.50 | 0.55 | 0.59 |
318
+ | activated CD4-positive, alpha-beta T cell | 495 | 0.04 | 0.00 | 0.55 | 0.30 | 0.00 | 0.16 | 0.14 | 0.13 | 0.32 |
319
+ | myeloid dendritic cell | 525 | 0.13 | 0.04 | 0.59 | 0.44 | 0.00 | 0.19 | 0.24 | 0.20 | 0.33 |
320
+ | Mueller cell | 459 | 0.64 | 0.30 | 0.84 | 0.79 | 0.00 | 0.86 | 0.95 | 0.83 | 0.91 |
321
+ | fast muscle cell | 443 | 0.69 | 0.49 | 0.94 | 0.87 | 0.00 | 0.92 | 0.80 | 0.89 | 0.94 |
322
+ | platelet | 457 | 0.90 | 0.89 | 0.96 | 0.93 | 0.00 | 0.78 | 0.94 | 0.78 | 0.96 |
323
+ | myoepithelial cell | 445 | 0.72 | 0.17 | 0.91 | 0.77 | 0.00 | 0.64 | 0.63 | 0.45 | 0.92 |
324
+ | common myeloid progenitor | 403 | 0.60 | 0.27 | 0.84 | 0.76 | 0.00 | 0.65 | 0.88 | 0.80 | 0.88 |
325
+ | thymocyte | 413 | 0.00 | 0.00 | 0.65 | 0.53 | 0.00 | 0.53 | 0.45 | 0.32 | 0.88 |
326
+ | intestinal tuft cell | 422 | 0.85 | 0.79 | 0.97 | 0.87 | 0.00 | 0.96 | 0.97 | 0.97 | 0.97 |
327
+ | pancreatic stellate cell | 393 | 0.00 | 0.00 | 0.97 | 0.63 | 0.00 | 0.62 | 0.57 | 0.40 | 0.87 |
328
+ | tendon cell | 385 | 0.63 | 0.01 | 0.74 | 0.54 | 0.00 | 0.42 | 0.55 | 0.33 | 0.81 |
329
+ | microglial cell | 369 | 0.09 | 0.00 | 0.75 | 0.27 | 0.00 | 0.50 | 0.25 | 0.19 | 0.57 |
330
+ | muscle cell | 359 | 0.72 | 0.00 | 0.98 | 0.94 | 0.00 | 0.92 | 0.75 | 0.94 | 0.96 |
331
+ | enterocyte of epithelium proper of jejunum | 353 | 0.00 | 0.00 | 0.65 | 0.56 | 0.00 | 0.93 | 0.56 | 0.40 | 0.93 |
332
+ | mesothelial cell | 316 | 0.61 | 0.47 | 0.94 | 0.83 | 0.00 | 0.61 | 0.50 | 0.74 | 0.78 |
333
+ | colon endothelial cell | 305 | 0.02 | 0.00 | 0.87 | 0.35 | 0.00 | 0.57 | 0.26 | 0.33 | 0.82 |
334
+ | colon macrophage | 293 | 0.20 | 0.00 | 0.83 | 0.46 | 0.00 | 0.80 | 0.30 | 0.27 | 0.88 |
335
+ | serous cell of epithelium of trachea | 299 | 0.40 | 0.00 | 0.87 | 0.65 | 0.00 | 0.34 | 0.49 | 0.55 | 0.84 |
336
+ | ciliated epithelial cell | 286 | 0.87 | 0.00 | 0.98 | 0.83 | 0.00 | 0.96 | 0.98 | 0.95 | 0.98 |
337
+ | Schwann cell | 290 | 0.71 | 0.32 | 0.87 | 0.72 | 0.00 | 0.56 | 0.79 | 0.75 | 0.85 |
338
+ | supporting cell of vestibular epithelium | 239 | 0.84 | 0.00 | 0.72 | 0.78 | 0.00 | 0.80 | 1.00 | 0.88 | 0.99 |
339
+ | mucus secreting cell | 246 | 0.52 | 0.02 | 0.89 | 0.74 | 0.00 | 0.72 | 0.70 | 0.74 | 0.88 |
340
+ | enteroendocrine cell of small intestine | 239 | 0.67 | 0.08 | 0.88 | 0.77 | 0.00 | 0.85 | 0.96 | 0.85 | 0.94 |
341
+ | ovarian surface epithelial cell | 222 | 0.43 | 0.07 | 0.93 | 0.87 | 0.00 | 0.62 | 0.84 | 0.70 | 0.96 |
342
+ | transit amplifying cell of colon | 214 | 0.50 | 0.17 | 0.66 | 0.48 | 0.00 | 0.35 | 0.75 | 0.67 | 0.86 |
343
+ | glandular epithelial cell | 209 | 0.58 | 0.03 | 0.91 | 0.67 | 0.00 | 0.88 | 0.96 | 0.72 | 0.99 |
344
+ | melanocyte | 210 | 0.65 | 0.30 | 0.86 | 0.66 | 0.00 | 0.75 | 0.85 | 0.75 | 0.92 |
345
+ | tracheal goblet cell | 212 | 0.00 | 0.14 | 0.87 | 0.70 | 0.00 | 0.70 | 0.83 | 0.69 | 0.94 |
346
+ | hepatic stellate cell | 197 | 0.36 | 0.00 | 0.83 | 0.40 | 0.00 | 0.51 | 0.54 | 0.36 | 0.73 |
347
+ | bronchial smooth muscle cell | 194 | 0.00 | 0.00 | 0.75 | 0.49 | 0.00 | 0.31 | 0.48 | 0.53 | 0.77 |
348
+ | paneth cell of colon | 196 | 0.44 | 0.07 | 0.76 | 0.62 | 0.00 | 0.47 | 0.81 | 0.37 | 0.90 |
349
+ | tongue muscle cell | 184 | 0.43 | 0.00 | 0.90 | 0.74 | 0.00 | 0.55 | 0.72 | 0.51 | 0.95 |
350
+ | leukocyte | 173 | 0.10 | 0.01 | 0.63 | 0.13 | 0.00 | 0.33 | 0.29 | 0.15 | 0.47 |
351
+ | tuft cell of colon | 146 | 0.00 | 0.03 | 0.88 | 0.60 | 0.00 | 0.83 | 0.90 | 0.90 | 0.98 |
352
+ | slow muscle cell | 155 | 0.70 | 0.15 | 0.87 | 0.77 | 0.00 | 0.58 | 0.91 | 0.91 | 0.95 |
353
+ | ionocyte | 147 | 0.58 | 0.05 | 0.82 | 0.64 | 0.00 | 0.34 | 0.86 | 0.80 | 0.93 |
354
+ | connective tissue cell | 132 | 0.01 | 0.00 | 0.97 | 0.82 | 0.00 | 0.37 | 0.47 | 0.25 | 0.94 |
355
+ | neuro-medullary thymic epithelial cell | 123 | 0.28 | 0.20 | 0.85 | 0.74 | 0.00 | 0.54 | 0.42 | 0.49 | 0.48 |
356
+ | sebum secreting cell | 117 | 0.00 | 0.02 | 0.93 | 0.48 | 0.00 | 0.65 | 0.94 | 0.64 | 0.93 |
357
+ | endothelial cell of arteriole | 121 | 0.00 | 0.00 | 0.94 | 0.32 | 0.00 | 0.72 | 0.52 | 0.49 | 0.98 |
358
+ | male germ cell | 104 | 0.00 | 0.00 | 0.90 | 0.83 | 0.00 | 0.79 | 1.00 | 0.78 | 0.99 |
359
+ | type B pancreatic cell | 92 | 0.81 | 0.00 | 0.94 | 0.86 | 0.00 | 0.92 | 1.00 | 0.96 | 0.99 |
360
+ | hematopoietic cell | 90 | 0.00 | 0.00 | 0.75 | 0.61 | 0.00 | 0.34 | 0.59 | 0.43 | 0.83 |
361
+ | plasmacytoid dendritic cell | 94 | 0.53 | 0.29 | 0.78 | 0.67 | 0.00 | 0.15 | 0.62 | 0.39 | 0.71 |
362
+ | neuron | 78 | 0.00 | 0.00 | 0.99 | 0.81 | 0.00 | 0.61 | 0.65 | 0.79 | 0.96 |
363
+ | myeloid cell | 76 | 0.00 | 0.00 | 0.66 | 0.03 | 0.00 | 0.29 | 0.34 | 0.28 | 0.74 |
364
+ | myo-medullary thymic epithelial cell | 74 | 0.68 | 0.00 | 0.95 | 0.85 | 0.00 | 0.91 | 0.90 | 0.94 | 0.96 |
365
+ | Langerhans cell | 66 | 0.00 | 0.00 | 0.85 | 0.54 | 0.00 | 0.24 | 0.39 | 0.42 | 0.87 |
366
+ | interstitial cell of Cajal | 64 | 0.00 | 0.00 | 0.95 | 0.72 | 0.00 | 0.61 | 0.58 | 0.60 | 0.94 |
367
+ | retinal pigment epithelial cell | 61 | 0.83 | 0.00 | 0.98 | 0.91 | 0.00 | 0.95 | 1.00 | 0.93 | 0.99 |
368
+ | peritubular myoid cell | 59 | 0.20 | 0.00 | 0.72 | 0.63 | 0.00 | 0.55 | 0.53 | 0.62 | 0.83 |
369
+ | spermatogonium | 54 | 0.00 | 0.00 | 0.74 | 0.57 | 0.00 | 0.56 | 0.94 | 0.80 | 0.89 |
370
+ | retinal bipolar neuron | 50 | 0.00 | 0.04 | 0.86 | 0.72 | 0.00 | 0.30 | 0.72 | 0.89 | 0.90 |
371
+ | endothelial cell of venule | 45 | 0.00 | 0.00 | 0.96 | 0.27 | 0.00 | 0.57 | 0.85 | 0.54 | 0.97 |
372
+ | vestibular dark cell | 44 | 0.00 | 0.00 | 0.45 | 0.23 | 0.00 | 0.34 | 1.00 | 0.93 | 0.96 |
373
+ | pancreatic A cell | 46 | 0.67 | 0.00 | 0.92 | 0.87 | 0.00 | 0.95 | 1.00 | 1.00 | 1.00 |
374
+ | type L enteroendocrine cell | 40 | 0.00 | 0.09 | 0.89 | 0.73 | 0.00 | 0.84 | 0.95 | 0.93 | 1.00 |
375
+ | medullary thymic epithelial cell | 40 | 0.00 | 0.00 | 0.75 | 0.26 | 0.00 | 0.40 | 0.94 | 0.73 | 0.92 |
376
+ | adipocyte | 37 | 0.00 | 0.00 | 0.69 | 0.48 | 0.00 | 0.55 | 0.69 | 0.46 | 0.88 |
377
+ | transit amplifying cell of small intestine | 34 | 0.00 | 0.00 | 0.40 | 0.33 | 0.00 | 0.14 | 0.83 | 0.75 | 0.91 |
378
+ | taste receptor cell | 29 | 0.00 | 0.00 | 0.82 | 0.47 | 0.00 | 0.09 | 0.84 | 0.27 | 0.89 |
379
+ | enterochromaffin-like cell | 25 | 0.00 | 0.01 | 0.83 | 0.59 | 0.00 | 0.85 | 1.00 | 0.89 | 0.96 |
380
+ | enteroendocrine cell | 21 | 0.00 | 0.00 | 0.91 | 0.73 | 0.00 | 0.72 | 0.93 | 0.84 | 0.93 |
381
+ | pulmonary ionocyte | 23 | 0.00 | 0.00 | 0.75 | 0.45 | 0.00 | 0.25 | 0.96 | 0.73 | 0.92 |
382
+ | glial cell | 19 | 0.00 | 0.00 | 0.75 | 0.62 | 0.00 | 0.25 | 0.76 | 0.30 | 0.64 |
383
+ | oocyte | 13 | 0.00 | 0.03 | 0.90 | 0.77 | 0.00 | 0.37 | 0.90 | 0.87 | 0.87 |
384
+ | serous cell of epithelium of bronchus | 15 | 0.00 | 0.00 | 0.93 | 0.12 | 0.00 | 0.14 | 0.71 | 0.94 | 1.00 |
385
+ | radial glial cell | 13 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.08 | 0.25 | 0.17 | 0.40 |
386
+ | Leydig cell | 7 | 0.00 | 0.00 | 0.17 | 0.22 | 0.00 | 0.20 | 0.16 | 0.45 | 0.88 |
387
+ | pancreatic D cell | 8 | 0.00 | 0.00 | 0.50 | 0.57 | 0.00 | 0.89 | 1.00 | 1.00 | 1.00 |
388
+ | T follicular helper cell | 5 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.02 | 0.62 | 0.42 | 0.89 |
389
+ | retina horizontal cell | 4 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.29 | 1.00 | 0.89 | 0.86 |
390
+ | erythroid lineage cell | 2 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.03 | 0.80 | 0.80 | 0.67 |
391
+ | pancreatic PP cell | 2 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.22 | 1.00 | 1.00 | 1.00 |
392
+ | epithelial fate stem cell | 1 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.12 | 0.06 | 0.50 | 1.00 |
393
+ | mesenchymal cell | 1 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.01 | 0.15 | 1.00 | 1.00 |
 
394
 
395
  </details>
396