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popV
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tabula_sapiens_Thymus

Joblib
popV
biology
genomics
single-cell
anndata_version:0.11.3
python_version:3.11.11
tissue: Thymus
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@@ -5,7 +5,8 @@ tags:
5
  - biology
6
  - genomics
7
  - single-cell
8
- - anndata_version:0.11.1
 
9
  - popV
10
  - 'tissue: Thymus'
11
  ---
@@ -31,35 +32,35 @@ computed on a 10% random subset of the data that was not used for training.
31
 
32
  | Cell Type | N cells | celltypist | knn bbknn | knn harmony | knn on scvi | onclass | scanvi | svm | xgboost | Consensus Prediction |
33
  | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- |
34
- | CD4-positive, alpha-beta T cell | 745 | 0.79 | 0.84 | 0.84 | 0.78 | 0.00 | 0.67 | 0.74 | 0.78 | 0.85 |
35
- | CD4-positive, alpha-beta thymocyte | 439 | 0.72 | 0.51 | 0.74 | 0.65 | 0.00 | 0.69 | 0.64 | 0.71 | 0.76 |
36
- | B cell | 450 | 1.00 | 1.00 | 0.99 | 1.00 | 0.00 | 1.00 | 1.00 | 1.00 | 1.00 |
37
- | thymic fibroblast type 2 | 372 | 0.82 | 0.88 | 0.89 | 0.86 | 0.00 | 0.91 | 0.89 | 0.89 | 0.92 |
38
- | thymic fibroblast type 1 | 345 | 0.81 | 0.86 | 0.88 | 0.85 | 0.00 | 0.90 | 0.88 | 0.88 | 0.91 |
39
- | CD8-positive, alpha-beta T cell | 289 | 0.81 | 0.85 | 0.86 | 0.82 | 0.00 | 0.82 | 0.82 | 0.85 | 0.85 |
40
- | capillary endothelial cell | 272 | 0.82 | 0.87 | 0.89 | 0.86 | 0.00 | 0.81 | 0.82 | 0.81 | 0.86 |
41
- | naive thymus-derived CD4-positive, alpha-beta T cell | 257 | 0.49 | 0.45 | 0.49 | 0.32 | 0.00 | 0.50 | 0.45 | 0.49 | 0.56 |
42
- | smooth muscle cell | 227 | 0.95 | 0.97 | 0.97 | 0.97 | 0.00 | 0.99 | 0.99 | 0.97 | 0.98 |
43
- | vein endothelial cell | 213 | 0.86 | 0.85 | 0.88 | 0.85 | 0.00 | 0.83 | 0.84 | 0.83 | 0.87 |
44
- | plasma cell | 137 | 1.00 | 0.99 | 0.97 | 1.00 | 0.00 | 1.00 | 1.00 | 1.00 | 1.00 |
45
- | endothelial cell of artery | 84 | 0.85 | 0.93 | 0.93 | 0.87 | 0.00 | 0.91 | 0.90 | 0.89 | 0.93 |
46
- | macrophage | 85 | 0.98 | 0.98 | 0.98 | 0.99 | 0.00 | 0.99 | 0.99 | 0.99 | 0.99 |
47
- | CD8-positive, alpha-beta thymocyte | 71 | 0.63 | 0.73 | 0.78 | 0.39 | 0.00 | 0.78 | 0.69 | 0.76 | 0.82 |
48
- | thymocyte | 49 | 0.44 | 0.63 | 0.83 | 0.42 | 0.00 | 0.75 | 0.70 | 0.77 | 0.82 |
49
- | naive thymus-derived CD8-positive, alpha-beta T cell | 37 | 0.44 | 0.49 | 0.57 | 0.00 | 0.00 | 0.31 | 0.54 | 0.61 | 0.62 |
50
- | natural killer cell | 45 | 0.93 | 0.94 | 0.94 | 0.87 | 0.00 | 0.91 | 0.97 | 0.95 | 0.94 |
51
- | endothelial cell of lymphatic vessel | 35 | 1.00 | 1.00 | 1.00 | 0.99 | 0.00 | 1.00 | 1.00 | 1.00 | 1.00 |
52
- | fibroblast | 22 | 0.41 | 0.26 | 0.26 | 0.39 | 0.00 | 0.67 | 0.79 | 0.76 | 0.81 |
53
- | vascular associated smooth muscle cell | 12 | 0.61 | 0.00 | 0.27 | 0.14 | 0.00 | 0.96 | 0.92 | 0.76 | 0.74 |
54
- | mesothelial cell | 16 | 0.93 | 0.90 | 0.94 | 0.80 | 0.00 | 0.86 | 0.91 | 0.88 | 0.91 |
55
- | erythrocyte | 18 | 0.89 | 0.97 | 0.91 | 0.97 | 0.00 | 0.97 | 0.97 | 0.97 | 0.94 |
56
- | neuro-medullary thymic epithelial cell | 14 | 0.96 | 0.96 | 0.96 | 0.96 | 0.00 | 1.00 | 1.00 | 0.96 | 1.00 |
57
- | neutrophil | 13 | 0.70 | 0.83 | 0.88 | 0.92 | 0.00 | 0.81 | 0.93 | 0.85 | 0.93 |
58
- | hematopoietic precursor cell | 10 | 0.80 | 0.57 | 0.95 | 0.86 | 0.00 | 0.80 | 0.89 | 0.90 | 0.89 |
59
- | myo-medullary thymic epithelial cell | 5 | 0.77 | 0.80 | 0.91 | 0.91 | 0.00 | 0.91 | 0.91 | 0.91 | 0.91 |
60
- | medullary thymic epithelial cell | 7 | 1.00 | 0.86 | 0.92 | 0.40 | 0.00 | 0.93 | 0.92 | 1.00 | 1.00 |
61
- | monocyte | 2 | 0.00 | 0.00 | 1.00 | 0.67 | 0.00 | 0.80 | 0.67 | 0.40 | 0.67 |
62
- | mast cell | 2 | 1.00 | 1.00 | 1.00 | 0.67 | 0.00 | 0.50 | 1.00 | 1.00 | 1.00 |
63
  | fast muscle cell | 0 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 |
64
  | T follicular helper cell | 0 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 |
65
  | innate lymphoid cell | 0 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 |
@@ -69,39 +70,39 @@ The train accuracies are computed on the training data.
69
 
70
  | Cell Type | N cells | celltypist | knn bbknn | knn harmony | knn on scvi | onclass | scanvi | svm | xgboost | Consensus Prediction |
71
  | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- |
72
- | CD4-positive, alpha-beta T cell | 6381 | 0.77 | 0.82 | 0.88 | 0.83 | 0.00 | 0.70 | 0.74 | 0.78 | 0.86 |
73
- | CD4-positive, alpha-beta thymocyte | 4124 | 0.72 | 0.45 | 0.84 | 0.80 | 0.00 | 0.76 | 0.69 | 0.75 | 0.81 |
74
- | B cell | 4012 | 1.00 | 0.99 | 1.00 | 1.00 | 0.00 | 1.00 | 1.00 | 1.00 | 1.00 |
75
- | thymic fibroblast type 2 | 3833 | 0.87 | 0.90 | 0.95 | 0.93 | 0.00 | 0.92 | 0.93 | 0.92 | 0.95 |
76
- | thymic fibroblast type 1 | 2925 | 0.83 | 0.86 | 0.93 | 0.90 | 0.00 | 0.90 | 0.90 | 0.90 | 0.93 |
77
- | CD8-positive, alpha-beta T cell | 2528 | 0.80 | 0.84 | 0.90 | 0.86 | 0.00 | 0.82 | 0.83 | 0.84 | 0.87 |
78
- | capillary endothelial cell | 2349 | 0.84 | 0.85 | 0.94 | 0.90 | 0.00 | 0.87 | 0.90 | 0.89 | 0.92 |
79
- | naive thymus-derived CD4-positive, alpha-beta T cell | 2266 | 0.50 | 0.41 | 0.66 | 0.59 | 0.00 | 0.55 | 0.50 | 0.56 | 0.65 |
80
- | smooth muscle cell | 1998 | 0.95 | 0.94 | 0.99 | 0.98 | 0.00 | 0.99 | 0.99 | 0.99 | 0.99 |
81
- | vein endothelial cell | 1835 | 0.85 | 0.82 | 0.93 | 0.88 | 0.00 | 0.88 | 0.89 | 0.89 | 0.92 |
82
- | plasma cell | 1441 | 0.99 | 0.99 | 0.99 | 0.99 | 0.00 | 0.99 | 1.00 | 1.00 | 1.00 |
83
- | endothelial cell of artery | 689 | 0.89 | 0.93 | 0.96 | 0.91 | 0.00 | 0.92 | 0.97 | 0.95 | 0.96 |
84
- | macrophage | 685 | 0.98 | 0.98 | 0.99 | 0.99 | 0.00 | 0.99 | 1.00 | 0.99 | 1.00 |
85
- | CD8-positive, alpha-beta thymocyte | 601 | 0.61 | 0.71 | 0.82 | 0.60 | 0.00 | 0.82 | 0.77 | 0.79 | 0.85 |
86
- | thymocyte | 406 | 0.57 | 0.63 | 0.83 | 0.57 | 0.00 | 0.84 | 0.83 | 0.88 | 0.92 |
87
- | naive thymus-derived CD8-positive, alpha-beta T cell | 397 | 0.44 | 0.43 | 0.71 | 0.10 | 0.00 | 0.54 | 0.66 | 0.76 | 0.78 |
88
- | natural killer cell | 383 | 0.92 | 0.91 | 0.94 | 0.89 | 0.00 | 0.92 | 0.97 | 0.97 | 0.96 |
89
- | endothelial cell of lymphatic vessel | 336 | 0.97 | 0.97 | 0.98 | 0.96 | 0.00 | 0.97 | 0.99 | 0.98 | 0.99 |
90
- | fibroblast | 250 | 0.61 | 0.06 | 0.94 | 0.85 | 0.00 | 0.94 | 0.92 | 0.88 | 0.96 |
91
- | vascular associated smooth muscle cell | 229 | 0.63 | 0.07 | 0.96 | 0.82 | 0.00 | 0.97 | 0.97 | 0.96 | 0.98 |
92
- | mesothelial cell | 159 | 0.94 | 0.91 | 0.96 | 0.94 | 0.00 | 0.97 | 0.97 | 0.98 | 0.98 |
93
- | erythrocyte | 134 | 0.89 | 0.94 | 0.94 | 0.94 | 0.00 | 0.95 | 0.98 | 0.95 | 0.98 |
94
- | neuro-medullary thymic epithelial cell | 121 | 0.92 | 0.92 | 0.92 | 0.92 | 0.00 | 0.90 | 1.00 | 0.99 | 0.98 |
95
- | neutrophil | 108 | 0.60 | 0.73 | 0.90 | 0.87 | 0.00 | 0.97 | 1.00 | 1.00 | 1.00 |
96
- | hematopoietic precursor cell | 82 | 0.74 | 0.20 | 0.86 | 0.85 | 0.00 | 0.99 | 1.00 | 0.99 | 1.00 |
97
- | myo-medullary thymic epithelial cell | 72 | 0.79 | 0.87 | 0.96 | 0.95 | 0.00 | 0.97 | 0.99 | 1.00 | 0.97 |
98
- | medullary thymic epithelial cell | 36 | 0.84 | 0.70 | 0.87 | 0.69 | 0.00 | 0.97 | 1.00 | 1.00 | 0.99 |
99
- | monocyte | 24 | 0.00 | 0.00 | 0.88 | 0.63 | 0.00 | 0.86 | 0.98 | 1.00 | 0.98 |
100
- | mast cell | 22 | 0.88 | 0.81 | 0.87 | 0.73 | 0.00 | 1.00 | 1.00 | 1.00 | 1.00 |
101
- | fast muscle cell | 21 | 0.00 | 0.14 | 0.98 | 0.95 | 0.00 | 1.00 | 1.00 | 1.00 | 0.98 |
102
- | T follicular helper cell | 6 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.17 | 0.92 | 1.00 | 0.91 |
103
- | innate lymphoid cell | 2 | 0.00 | 0.00 | 0.00 | 0.67 | 0.00 | 0.20 | 0.80 | 0.80 | 1.00 |
104
- | endothelial cell | 1 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.67 | 1.00 | 0.00 |
105
 
106
  </details>
107
 
 
5
  - biology
6
  - genomics
7
  - single-cell
8
+ - anndata_version:0.11.3
9
+ - python_version:3.11.11
10
  - popV
11
  - 'tissue: Thymus'
12
  ---
 
32
 
33
  | Cell Type | N cells | celltypist | knn bbknn | knn harmony | knn on scvi | onclass | scanvi | svm | xgboost | Consensus Prediction |
34
  | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- |
35
+ | CD4-positive, alpha-beta T cell | 745 | 0.77 | 0.85 | 0.84 | 0.79 | 0.00 | 0.73 | 0.73 | 0.78 | 0.85 |
36
+ | CD4-positive, alpha-beta thymocyte | 424 | 0.66 | 0.53 | 0.74 | 0.67 | 0.00 | 0.63 | 0.63 | 0.71 | 0.73 |
37
+ | B cell | 453 | 1.00 | 0.99 | 0.99 | 1.00 | 0.00 | 1.00 | 1.00 | 1.00 | 1.00 |
38
+ | thymic fibroblast type 2 | 381 | 0.87 | 0.90 | 0.89 | 0.90 | 0.00 | 0.92 | 0.89 | 0.91 | 0.94 |
39
+ | thymic fibroblast type 1 | 337 | 0.88 | 0.87 | 0.89 | 0.88 | 0.00 | 0.92 | 0.89 | 0.90 | 0.93 |
40
+ | CD8-positive, alpha-beta T cell | 290 | 0.81 | 0.86 | 0.86 | 0.81 | 0.00 | 0.86 | 0.84 | 0.86 | 0.87 |
41
+ | capillary endothelial cell | 275 | 0.83 | 0.86 | 0.90 | 0.83 | 0.00 | 0.83 | 0.84 | 0.84 | 0.88 |
42
+ | naive thymus-derived CD4-positive, alpha-beta T cell | 261 | 0.49 | 0.46 | 0.49 | 0.39 | 0.00 | 0.53 | 0.40 | 0.52 | 0.57 |
43
+ | smooth muscle cell | 223 | 0.98 | 0.96 | 0.97 | 0.97 | 0.00 | 0.98 | 0.99 | 0.98 | 0.98 |
44
+ | vein endothelial cell | 213 | 0.84 | 0.84 | 0.89 | 0.82 | 0.00 | 0.84 | 0.85 | 0.85 | 0.88 |
45
+ | plasma cell | 138 | 1.00 | 0.99 | 0.99 | 0.99 | 0.00 | 1.00 | 1.00 | 1.00 | 0.99 |
46
+ | endothelial cell of artery | 85 | 0.84 | 0.93 | 0.92 | 0.80 | 0.00 | 0.88 | 0.91 | 0.91 | 0.94 |
47
+ | macrophage | 87 | 0.97 | 0.98 | 0.99 | 0.99 | 0.00 | 0.99 | 0.99 | 0.98 | 0.99 |
48
+ | CD8-positive, alpha-beta thymocyte | 74 | 0.62 | 0.71 | 0.79 | 0.46 | 0.00 | 0.76 | 0.62 | 0.74 | 0.80 |
49
+ | thymocyte | 48 | 0.52 | 0.60 | 0.78 | 0.41 | 0.00 | 0.76 | 0.61 | 0.75 | 0.81 |
50
+ | naive thymus-derived CD8-positive, alpha-beta T cell | 38 | 0.30 | 0.47 | 0.49 | 0.13 | 0.00 | 0.38 | 0.50 | 0.56 | 0.58 |
51
+ | natural killer cell | 44 | 0.97 | 0.98 | 0.97 | 0.89 | 0.00 | 0.97 | 0.96 | 0.93 | 0.97 |
52
+ | endothelial cell of lymphatic vessel | 35 | 1.00 | 1.00 | 1.00 | 0.94 | 0.00 | 0.96 | 0.99 | 0.99 | 1.00 |
53
+ | fibroblast | 22 | 0.53 | 0.16 | 0.21 | 0.65 | 0.00 | 0.88 | 0.75 | 0.86 | 0.93 |
54
+ | vascular associated smooth muscle cell | 15 | 0.74 | 0.00 | 0.57 | 0.58 | 0.00 | 0.82 | 0.97 | 0.87 | 0.77 |
55
+ | mesothelial cell | 15 | 0.93 | 0.89 | 0.97 | 0.90 | 0.00 | 0.87 | 0.93 | 0.90 | 0.97 |
56
+ | erythrocyte | 17 | 0.91 | 0.94 | 0.91 | 0.97 | 0.00 | 0.94 | 0.97 | 0.97 | 0.94 |
57
+ | neuro-medullary thymic epithelial cell | 15 | 0.97 | 0.97 | 0.93 | 0.90 | 0.00 | 0.87 | 1.00 | 0.97 | 1.00 |
58
+ | neutrophil | 12 | 0.74 | 0.92 | 0.92 | 0.83 | 0.00 | 0.88 | 0.92 | 0.87 | 0.88 |
59
+ | hematopoietic precursor cell | 10 | 0.80 | 0.46 | 0.95 | 0.80 | 0.00 | 0.70 | 0.89 | 0.86 | 0.84 |
60
+ | myo-medullary thymic epithelial cell | 5 | 0.91 | 0.75 | 1.00 | 0.80 | 0.00 | 0.91 | 0.91 | 1.00 | 0.91 |
61
+ | medullary thymic epithelial cell | 7 | 1.00 | 0.67 | 0.55 | 0.67 | 0.00 | 0.92 | 0.92 | 1.00 | 0.92 |
62
+ | monocyte | 1 | 0.00 | 0.00 | 1.00 | 0.00 | 0.00 | 0.40 | 0.00 | 0.00 | 0.00 |
63
+ | mast cell | 3 | 0.00 | 0.80 | 0.80 | 0.80 | 0.00 | 0.80 | 1.00 | 1.00 | 1.00 |
64
  | fast muscle cell | 0 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 |
65
  | T follicular helper cell | 0 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 |
66
  | innate lymphoid cell | 0 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 |
 
70
 
71
  | Cell Type | N cells | celltypist | knn bbknn | knn harmony | knn on scvi | onclass | scanvi | svm | xgboost | Consensus Prediction |
72
  | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- |
73
+ | CD4-positive, alpha-beta T cell | 6381 | 0.76 | 0.81 | 0.89 | 0.81 | 0.00 | 0.73 | 0.75 | 0.78 | 0.86 |
74
+ | CD4-positive, alpha-beta thymocyte | 4139 | 0.69 | 0.45 | 0.84 | 0.77 | 0.00 | 0.73 | 0.70 | 0.75 | 0.81 |
75
+ | B cell | 4009 | 1.00 | 0.99 | 1.00 | 1.00 | 0.00 | 1.00 | 1.00 | 1.00 | 1.00 |
76
+ | thymic fibroblast type 2 | 3824 | 0.88 | 0.90 | 0.94 | 0.93 | 0.00 | 0.93 | 0.92 | 0.92 | 0.94 |
77
+ | thymic fibroblast type 1 | 2933 | 0.86 | 0.86 | 0.93 | 0.91 | 0.00 | 0.91 | 0.90 | 0.90 | 0.93 |
78
+ | CD8-positive, alpha-beta T cell | 2527 | 0.79 | 0.83 | 0.90 | 0.85 | 0.00 | 0.83 | 0.82 | 0.84 | 0.87 |
79
+ | capillary endothelial cell | 2346 | 0.82 | 0.85 | 0.94 | 0.89 | 0.00 | 0.89 | 0.89 | 0.88 | 0.92 |
80
+ | naive thymus-derived CD4-positive, alpha-beta T cell | 2262 | 0.49 | 0.41 | 0.66 | 0.55 | 0.00 | 0.57 | 0.51 | 0.58 | 0.65 |
81
+ | smooth muscle cell | 2002 | 0.96 | 0.94 | 0.99 | 0.98 | 0.00 | 0.99 | 0.99 | 0.99 | 1.00 |
82
+ | vein endothelial cell | 1835 | 0.82 | 0.82 | 0.93 | 0.88 | 0.00 | 0.88 | 0.89 | 0.88 | 0.91 |
83
+ | plasma cell | 1440 | 0.99 | 0.99 | 0.99 | 0.99 | 0.00 | 1.00 | 1.00 | 1.00 | 1.00 |
84
+ | endothelial cell of artery | 688 | 0.89 | 0.92 | 0.96 | 0.88 | 0.00 | 0.93 | 0.96 | 0.94 | 0.97 |
85
+ | macrophage | 683 | 0.97 | 0.98 | 0.99 | 0.97 | 0.00 | 0.99 | 1.00 | 0.99 | 1.00 |
86
+ | CD8-positive, alpha-beta thymocyte | 598 | 0.59 | 0.69 | 0.84 | 0.64 | 0.00 | 0.77 | 0.75 | 0.81 | 0.84 |
87
+ | thymocyte | 407 | 0.57 | 0.62 | 0.83 | 0.47 | 0.00 | 0.86 | 0.79 | 0.87 | 0.91 |
88
+ | naive thymus-derived CD8-positive, alpha-beta T cell | 396 | 0.36 | 0.43 | 0.71 | 0.21 | 0.00 | 0.57 | 0.67 | 0.75 | 0.78 |
89
+ | natural killer cell | 384 | 0.91 | 0.91 | 0.94 | 0.86 | 0.00 | 0.94 | 0.97 | 0.96 | 0.97 |
90
+ | endothelial cell of lymphatic vessel | 336 | 0.97 | 0.97 | 0.98 | 0.93 | 0.00 | 0.94 | 0.99 | 0.98 | 0.99 |
91
+ | fibroblast | 250 | 0.66 | 0.06 | 0.95 | 0.85 | 0.00 | 0.97 | 0.89 | 0.93 | 0.97 |
92
+ | vascular associated smooth muscle cell | 226 | 0.69 | 0.04 | 0.96 | 0.84 | 0.00 | 0.93 | 0.97 | 0.95 | 0.98 |
93
+ | mesothelial cell | 160 | 0.94 | 0.84 | 0.95 | 0.93 | 0.00 | 0.97 | 0.98 | 0.98 | 0.97 |
94
+ | erythrocyte | 135 | 0.95 | 0.92 | 0.92 | 0.96 | 0.00 | 0.93 | 0.99 | 0.94 | 0.97 |
95
+ | neuro-medullary thymic epithelial cell | 120 | 0.92 | 0.92 | 0.90 | 0.91 | 0.00 | 0.90 | 1.00 | 0.99 | 0.98 |
96
+ | neutrophil | 109 | 0.61 | 0.78 | 0.90 | 0.86 | 0.00 | 0.96 | 1.00 | 1.00 | 1.00 |
97
+ | hematopoietic precursor cell | 82 | 0.74 | 0.11 | 0.88 | 0.91 | 0.00 | 0.98 | 1.00 | 0.98 | 1.00 |
98
+ | myo-medullary thymic epithelial cell | 72 | 0.81 | 0.85 | 0.96 | 0.94 | 0.00 | 0.98 | 0.99 | 1.00 | 0.98 |
99
+ | medullary thymic epithelial cell | 36 | 0.86 | 0.52 | 0.87 | 0.76 | 0.00 | 0.99 | 1.00 | 1.00 | 0.96 |
100
+ | monocyte | 25 | 0.00 | 0.00 | 0.82 | 0.62 | 0.00 | 0.86 | 0.98 | 0.96 | 1.00 |
101
+ | mast cell | 21 | 0.00 | 0.84 | 0.89 | 0.85 | 0.00 | 1.00 | 1.00 | 1.00 | 1.00 |
102
+ | fast muscle cell | 21 | 0.54 | 0.15 | 0.95 | 0.86 | 0.00 | 0.98 | 1.00 | 1.00 | 1.00 |
103
+ | T follicular helper cell | 6 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.43 | 0.86 | 0.86 | 0.91 |
104
+ | innate lymphoid cell | 2 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.06 | 0.57 | 1.00 | 1.00 |
105
+ | endothelial cell | 1 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.22 | 1.00 | 1.00 | 1.00 |
106
 
107
  </details>
108