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scvi-tools
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bone_marrow_cite_totalvi

scvi-tools
biology
genomics
single-cell
model_cls_name:TOTALVI
scvi_version:1.2.0
anndata_version:0.11.1
modality:rna
modality:protein
tissue:bone marrow
annotated:True
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@@ -57,10 +57,10 @@ Modality: rna
57
 
58
  | Metric | Training Value | Validation Value |
59
  |-------------------------|----------------|------------------|
60
- | Mean Absolute Error | 1.35 | 1.41 |
61
  | Pearson Correlation | 0.97 | 0.97 |
62
  | Spearman Correlation | 0.91 | 0.90 |
63
- | R² (R-Squared) | 0.89 | 0.88 |
64
 
65
  Modality: protein
66
 
@@ -68,7 +68,7 @@ Modality: protein
68
  |-------------------------|----------------|------------------|
69
  | Mean Absolute Error | 1.46 | 1.49 |
70
  | Pearson Correlation | 0.47 | 0.47 |
71
- | Spearman Correlation | 0.69 | 0.69 |
72
  | R² (R-Squared) | -0.62 | -0.62 |
73
 
74
 
@@ -82,19 +82,19 @@ Modality: rna
82
 
83
  | Metric | Training Value |
84
  |-------------------------|----------------|
85
- | Mean Absolute Error | 3.34 |
86
- | Pearson Correlation | 0.73 |
87
  | Spearman Correlation | 0.88 |
88
- | R² (R-Squared) | -1.00 |
89
 
90
  Modality: protein
91
 
92
  | Metric | Training Value |
93
  |-------------------------|----------------|
94
- | Mean Absolute Error | 1.52 |
95
- | Pearson Correlation | 0.84 |
96
- | Spearman Correlation | 0.85 |
97
- | R² (R-Squared) | -1.35 |
98
 
99
 
100
 
@@ -115,101 +115,101 @@ Modality: rna
115
 
116
  | Index | gene_f1 | lfc_mae | lfc_pearson | lfc_spearman | roc_auc | pr_auc | n_cells |
117
  | --- | --- | --- | --- | --- | --- | --- | --- |
118
- | CD14+ Mono | 0.95 | 0.17 | 0.99 | 1.00 | 0.32 | 0.98 | 21693.00 |
119
- | CD4+ T activated | 0.96 | 0.41 | 0.80 | 0.99 | 0.26 | 0.88 | 6966.00 |
120
- | CD4+ T naive | 0.95 | 0.52 | 0.76 | 0.98 | 0.21 | 0.89 | 5897.00 |
121
- | NK | 0.95 | 0.41 | 0.80 | 0.98 | 0.23 | 0.87 | 5434.00 |
122
- | Reticulocyte | 0.97 | 1.88 | 0.63 | 0.80 | 0.05 | 0.99 | 4272.00 |
123
- | Erythroblast | 0.94 | 0.58 | 0.83 | 0.99 | 0.33 | 0.97 | 4039.00 |
124
- | Naive CD20+ B IGKC+ | 0.98 | 0.60 | 0.71 | 0.98 | 0.28 | 0.88 | 3990.00 |
125
- | CD8+ T naive | 0.93 | 0.69 | 0.62 | 0.97 | 0.28 | 0.87 | 3107.00 |
126
- | CD16+ Mono | 0.89 | 0.79 | 0.64 | 0.98 | 0.32 | 0.91 | 2635.00 |
127
- | NK CD158e1+ | 0.94 | 1.17 | 0.59 | 0.95 | 0.18 | 0.81 | 2167.00 |
128
- | Naive CD20+ B IGKC- | 0.96 | 1.31 | 0.60 | 0.96 | 0.26 | 0.83 | 1979.00 |
129
- | G/M prog | 0.90 | 0.37 | 0.76 | 0.99 | 0.69 | 0.97 | 1881.00 |
130
- | pDC | 0.92 | 0.91 | 0.68 | 0.98 | 0.41 | 0.90 | 1758.00 |
131
- | HSC | 0.92 | 0.39 | 0.80 | 0.99 | 0.65 | 0.97 | 1703.00 |
132
- | cDC2 | 0.91 | 0.41 | 0.73 | 0.98 | 0.66 | 0.96 | 1702.00 |
133
- | Lymph prog | 0.93 | 0.48 | 0.78 | 0.99 | 0.62 | 0.97 | 1681.00 |
134
- | Transitional B | 0.94 | 1.26 | 0.68 | 0.97 | 0.32 | 0.86 | 1575.00 |
135
- | Proerythroblast | 0.86 | 0.42 | 0.86 | 0.99 | 0.61 | 0.99 | 1512.00 |
136
- | CD8+ T CD57+ CD45RO+ | 0.95 | 1.89 | 0.59 | 0.95 | 0.30 | 0.80 | 1470.00 |
137
- | Normoblast | 0.94 | 2.76 | 0.63 | 0.83 | 0.10 | 0.98 | 1435.00 |
138
- | CD8+ T CD57+ CD45RA+ | 0.91 | 1.48 | 0.59 | 0.94 | 0.27 | 0.76 | 1303.00 |
139
- | CD8+ T TIGIT+ CD45RO+ | 0.89 | 1.85 | 0.55 | 0.91 | 0.22 | 0.74 | 1160.00 |
140
- | CD4+ T activated integrinB7+ | 0.93 | 1.83 | 0.58 | 0.93 | 0.29 | 0.76 | 1056.00 |
141
- | CD8+ T TIGIT+ CD45RA+ | 0.93 | 2.30 | 0.55 | 0.90 | 0.21 | 0.72 | 1032.00 |
142
- | CD8+ T CD49f+ | 0.91 | 1.83 | 0.56 | 0.91 | 0.31 | 0.73 | 912.00 |
143
- | CD8+ T CD69+ CD45RO+ | 0.90 | 2.31 | 0.59 | 0.90 | 0.22 | 0.74 | 897.00 |
144
- | B1 B IGKC+ | 0.88 | 2.13 | 0.62 | 0.93 | 0.27 | 0.75 | 820.00 |
145
- | MAIT | 0.92 | 2.24 | 0.53 | 0.91 | 0.33 | 0.75 | 756.00 |
146
- | CD8+ T CD69+ CD45RA+ | 0.91 | 2.70 | 0.55 | 0.88 | 0.24 | 0.70 | 740.00 |
147
- | MK/E prog | 0.89 | 0.72 | 0.69 | 0.99 | 0.68 | 0.98 | 690.00 |
148
- | gdT CD158b+ | 0.91 | 2.06 | 0.58 | 0.91 | 0.34 | 0.74 | 674.00 |
149
- | B1 B IGKC- | 0.90 | 2.47 | 0.62 | 0.91 | 0.29 | 0.72 | 613.00 |
150
- | T reg | 0.85 | 2.27 | 0.56 | 0.87 | 0.30 | 0.67 | 609.00 |
151
- | ILC1 | 0.93 | 2.52 | 0.55 | 0.85 | 0.28 | 0.66 | 552.00 |
152
- | Plasma cell IGKC+ | 0.84 | 2.37 | 0.49 | 0.82 | 0.22 | 0.72 | 288.00 |
153
- | Plasma cell IGKC- | 0.87 | 3.03 | 0.52 | 0.81 | 0.22 | 0.75 | 239.00 |
154
- | ILC | 0.84 | 4.22 | 0.60 | 0.74 | 0.30 | 0.65 | 238.00 |
155
- | Plasmablast IGKC+ | 0.85 | 3.12 | 0.55 | 0.84 | 0.22 | 0.74 | 232.00 |
156
- | gdT TCRVD2+ | 0.84 | 3.71 | 0.58 | 0.76 | 0.34 | 0.60 | 191.00 |
157
- | Plasmablast IGKC- | 0.84 | 3.93 | 0.57 | 0.78 | 0.27 | 0.65 | 130.00 |
158
- | CD4+ T CD314+ CD45RA+ | 0.78 | 4.54 | 0.60 | 0.74 | 0.40 | 0.64 | 93.00 |
159
- | dnT | 0.72 | 5.72 | 0.54 | 0.52 | 0.32 | 0.50 | 56.00 |
160
- | CD8+ T naive CD127+ CD26- CD101- | 0.80 | 5.34 | 0.58 | 0.62 | 0.37 | 0.58 | 42.00 |
161
- | T prog cycling | 0.67 | 5.19 | 0.62 | 0.71 | 0.44 | 0.72 | 24.00 |
162
- | cDC1 | 0.69 | 5.80 | 0.58 | 0.58 | 0.38 | 0.60 | 18.00 |
163
 
164
  Modality: protein
165
 
166
  | Index | gene_f1 | lfc_mae | lfc_pearson | lfc_spearman | roc_auc | pr_auc | n_cells |
167
  | --- | --- | --- | --- | --- | --- | --- | --- |
168
- | CD14+ Mono | 1.00 | 0.35 | 0.99 | 0.99 | 0.47 | 0.99 | 21693.00 |
169
- | CD4+ T activated | 0.92 | 0.21 | 0.99 | 0.99 | 0.30 | 0.97 | 6966.00 |
170
- | CD4+ T naive | 0.92 | 0.19 | 0.99 | 0.98 | 0.23 | 0.98 | 5897.00 |
171
- | NK | 0.92 | 0.22 | 0.98 | 0.98 | 0.29 | 0.98 | 5434.00 |
172
- | Reticulocyte | 0.54 | 0.93 | 0.95 | 0.97 | 0.54 | 0.98 | 4272.00 |
173
- | Erythroblast | 0.69 | 1.01 | 0.96 | 0.98 | 0.41 | 0.97 | 4039.00 |
174
- | Naive CD20+ B IGKC+ | 0.92 | 0.31 | 0.99 | 0.99 | 0.39 | 0.98 | 3990.00 |
175
- | CD8+ T naive | 0.92 | 0.22 | 0.98 | 0.97 | 0.64 | 0.29 | 3107.00 |
176
- | CD16+ Mono | 0.92 | 0.21 | 0.99 | 0.99 | 0.48 | 0.99 | 2635.00 |
177
- | NK CD158e1+ | 0.92 | 0.30 | 0.98 | 0.98 | 0.25 | 0.94 | 2167.00 |
178
- | Naive CD20+ B IGKC- | 0.92 | 0.35 | 0.99 | 0.99 | 0.35 | 0.97 | 1979.00 |
179
- | G/M prog | 0.92 | 0.30 | 0.98 | 0.97 | 0.56 | 0.94 | 1881.00 |
180
- | pDC | 1.00 | 0.23 | 0.98 | 0.97 | 0.31 | 0.95 | 1758.00 |
181
- | HSC | 0.85 | 0.35 | 0.97 | 0.96 | 0.45 | 0.93 | 1703.00 |
182
- | cDC2 | 0.92 | 0.29 | 0.98 | 0.98 | 0.45 | 0.96 | 1702.00 |
183
- | Lymph prog | 0.85 | 0.34 | 0.97 | 0.98 | 0.59 | 0.95 | 1681.00 |
184
- | Transitional B | 0.85 | 0.63 | 0.96 | 0.98 | 0.56 | 0.97 | 1575.00 |
185
- | Proerythroblast | 0.77 | 0.69 | 0.95 | 0.97 | 0.64 | 0.98 | 1512.00 |
186
- | CD8+ T CD57+ CD45RO+ | 0.92 | 0.46 | 0.97 | 0.97 | 0.48 | 0.95 | 1470.00 |
187
- | Normoblast | 0.62 | 1.03 | 0.96 | 0.98 | 0.54 | 0.96 | 1435.00 |
188
- | CD8+ T CD57+ CD45RA+ | 0.85 | 0.27 | 0.98 | 0.98 | 0.38 | 0.90 | 1303.00 |
189
- | CD8+ T TIGIT+ CD45RO+ | 0.92 | 0.27 | 0.98 | 0.97 | 0.36 | 0.97 | 1160.00 |
190
- | CD4+ T activated integrinB7+ | 0.92 | 0.25 | 0.97 | 0.96 | 0.35 | 0.94 | 1056.00 |
191
- | CD8+ T TIGIT+ CD45RA+ | 1.00 | 0.25 | 0.99 | 0.97 | 0.28 | 0.93 | 1032.00 |
192
- | CD8+ T CD49f+ | 0.92 | 0.22 | 0.98 | 0.97 | 0.44 | 0.93 | 912.00 |
193
- | CD8+ T CD69+ CD45RO+ | 1.00 | 0.24 | 0.98 | 0.98 | 0.51 | 0.88 | 897.00 |
194
- | B1 B IGKC+ | 0.92 | 0.37 | 0.98 | 0.97 | 0.43 | 0.88 | 820.00 |
195
- | MAIT | 0.92 | 0.24 | 0.98 | 0.98 | 0.41 | 0.98 | 756.00 |
196
- | CD8+ T CD69+ CD45RA+ | 1.00 | 0.23 | 0.98 | 0.98 | 0.39 | 0.88 | 740.00 |
197
- | MK/E prog | 0.92 | 0.24 | 0.96 | 0.96 | 0.51 | 0.92 | 690.00 |
198
- | gdT CD158b+ | 0.77 | 0.33 | 0.96 | 0.96 | 0.49 | 0.95 | 674.00 |
199
- | B1 B IGKC- | 0.92 | 0.39 | 0.98 | 0.97 | 0.46 | 0.93 | 613.00 |
200
- | T reg | 0.77 | 0.24 | 0.98 | 0.98 | 0.36 | 0.94 | 609.00 |
201
- | ILC1 | 0.85 | 0.23 | 0.98 | 0.96 | 0.33 | 0.94 | 552.00 |
202
- | Plasma cell IGKC+ | 0.85 | 0.43 | 0.97 | 0.97 | 0.51 | 0.85 | 288.00 |
203
- | Plasma cell IGKC- | 0.85 | 0.31 | 0.96 | 0.96 | 0.38 | 0.84 | 239.00 |
204
- | ILC | 0.85 | 0.34 | 0.97 | 0.96 | 0.38 | 0.89 | 238.00 |
205
- | Plasmablast IGKC+ | 0.92 | 0.29 | 0.97 | 0.97 | 0.43 | 0.79 | 232.00 |
206
- | gdT TCRVD2+ | 0.85 | 0.34 | 0.92 | 0.92 | 0.38 | 0.90 | 191.00 |
207
- | Plasmablast IGKC- | 0.92 | 0.31 | 0.95 | 0.93 | 0.51 | 0.81 | 130.00 |
208
- | CD4+ T CD314+ CD45RA+ | 0.77 | 0.69 | 0.94 | 0.93 | 0.41 | 0.93 | 93.00 |
209
- | dnT | 0.77 | 0.42 | 0.89 | 0.87 | 0.40 | 0.68 | 56.00 |
210
- | CD8+ T naive CD127+ CD26- CD101- | 0.77 | 0.55 | 0.91 | 0.85 | 0.36 | 0.88 | 42.00 |
211
- | T prog cycling | 0.69 | 0.71 | 0.83 | 0.78 | 0.51 | 0.60 | 24.00 |
212
- | cDC1 | 0.62 | 0.64 | 0.81 | 0.76 | 0.67 | 0.71 | 18.00 |
213
 
214
 
215
 
 
57
 
58
  | Metric | Training Value | Validation Value |
59
  |-------------------------|----------------|------------------|
60
+ | Mean Absolute Error | 1.35 | 1.39 |
61
  | Pearson Correlation | 0.97 | 0.97 |
62
  | Spearman Correlation | 0.91 | 0.90 |
63
+ | R² (R-Squared) | 0.89 | 0.89 |
64
 
65
  Modality: protein
66
 
 
68
  |-------------------------|----------------|------------------|
69
  | Mean Absolute Error | 1.46 | 1.49 |
70
  | Pearson Correlation | 0.47 | 0.47 |
71
+ | Spearman Correlation | 0.69 | 0.68 |
72
  | R² (R-Squared) | -0.62 | -0.62 |
73
 
74
 
 
82
 
83
  | Metric | Training Value |
84
  |-------------------------|----------------|
85
+ | Mean Absolute Error | 3.32 |
86
+ | Pearson Correlation | 0.75 |
87
  | Spearman Correlation | 0.88 |
88
+ | R² (R-Squared) | -1.08 |
89
 
90
  Modality: protein
91
 
92
  | Metric | Training Value |
93
  |-------------------------|----------------|
94
+ | Mean Absolute Error | 1.51 |
95
+ | Pearson Correlation | 0.85 |
96
+ | Spearman Correlation | 0.86 |
97
+ | R² (R-Squared) | -1.37 |
98
 
99
 
100
 
 
115
 
116
  | Index | gene_f1 | lfc_mae | lfc_pearson | lfc_spearman | roc_auc | pr_auc | n_cells |
117
  | --- | --- | --- | --- | --- | --- | --- | --- |
118
+ | CD14+ Mono | 0.95 | 0.17 | 0.99 | 1.00 | 0.13 | 0.02 | 21693.00 |
119
+ | CD4+ T activated | 0.95 | 0.40 | 0.82 | 0.99 | 0.08 | 0.02 | 6966.00 |
120
+ | CD4+ T naive | 0.94 | 0.55 | 0.72 | 0.98 | 0.10 | 0.02 | 5897.00 |
121
+ | NK | 0.95 | 0.43 | 0.75 | 0.98 | 0.07 | 0.02 | 5434.00 |
122
+ | Reticulocyte | 0.97 | 1.89 | 0.61 | 0.79 | 0.33 | 0.03 | 4272.00 |
123
+ | Erythroblast | 0.93 | 0.57 | 0.83 | 0.99 | 0.20 | 0.03 | 4039.00 |
124
+ | Naive CD20+ B IGKC+ | 0.98 | 0.59 | 0.73 | 0.98 | 0.07 | 0.02 | 3990.00 |
125
+ | CD8+ T naive | 0.94 | 0.68 | 0.64 | 0.98 | 0.06 | 0.02 | 3107.00 |
126
+ | CD16+ Mono | 0.91 | 0.81 | 0.63 | 0.98 | 0.05 | 0.02 | 2635.00 |
127
+ | NK CD158e1+ | 0.94 | 1.18 | 0.59 | 0.95 | 0.08 | 0.02 | 2167.00 |
128
+ | Naive CD20+ B IGKC- | 0.96 | 1.32 | 0.60 | 0.96 | 0.09 | 0.02 | 1979.00 |
129
+ | G/M prog | 0.91 | 0.39 | 0.73 | 0.99 | 0.02 | 0.01 | 1881.00 |
130
+ | pDC | 0.94 | 0.89 | 0.69 | 0.98 | 0.06 | 0.02 | 1758.00 |
131
+ | HSC | 0.92 | 0.39 | 0.79 | 0.99 | 0.03 | 0.02 | 1703.00 |
132
+ | cDC2 | 0.89 | 0.38 | 0.78 | 0.98 | 0.01 | 0.02 | 1702.00 |
133
+ | Lymph prog | 0.91 | 0.44 | 0.80 | 0.99 | 0.05 | 0.02 | 1681.00 |
134
+ | Transitional B | 0.94 | 1.39 | 0.63 | 0.97 | 0.07 | 0.02 | 1575.00 |
135
+ | Proerythroblast | 0.88 | 0.39 | 0.88 | 0.99 | 0.07 | 0.02 | 1512.00 |
136
+ | CD8+ T CD57+ CD45RO+ | 0.95 | 1.83 | 0.60 | 0.95 | 0.10 | 0.02 | 1470.00 |
137
+ | Normoblast | 0.94 | 2.70 | 0.64 | 0.84 | 0.32 | 0.03 | 1435.00 |
138
+ | CD8+ T CD57+ CD45RA+ | 0.92 | 1.53 | 0.58 | 0.94 | 0.08 | 0.02 | 1303.00 |
139
+ | CD8+ T TIGIT+ CD45RO+ | 0.88 | 1.91 | 0.54 | 0.90 | 0.10 | 0.02 | 1160.00 |
140
+ | CD4+ T activated integrinB7+ | 0.93 | 1.96 | 0.55 | 0.93 | 0.13 | 0.02 | 1056.00 |
141
+ | CD8+ T TIGIT+ CD45RA+ | 0.96 | 2.20 | 0.57 | 0.90 | 0.18 | 0.02 | 1032.00 |
142
+ | CD8+ T CD49f+ | 0.90 | 1.83 | 0.54 | 0.92 | 0.08 | 0.02 | 912.00 |
143
+ | CD8+ T CD69+ CD45RO+ | 0.90 | 2.47 | 0.56 | 0.90 | 0.17 | 0.02 | 897.00 |
144
+ | B1 B IGKC+ | 0.88 | 2.24 | 0.59 | 0.93 | 0.14 | 0.01 | 820.00 |
145
+ | MAIT | 0.93 | 2.18 | 0.55 | 0.91 | 0.14 | 0.02 | 756.00 |
146
+ | CD8+ T CD69+ CD45RA+ | 0.90 | 2.70 | 0.55 | 0.88 | 0.17 | 0.02 | 740.00 |
147
+ | MK/E prog | 0.89 | 0.72 | 0.70 | 0.99 | 0.04 | 0.02 | 690.00 |
148
+ | gdT CD158b+ | 0.93 | 1.95 | 0.61 | 0.91 | 0.12 | 0.02 | 674.00 |
149
+ | B1 B IGKC- | 0.91 | 2.48 | 0.61 | 0.91 | 0.15 | 0.02 | 613.00 |
150
+ | T reg | 0.85 | 2.22 | 0.57 | 0.88 | 0.11 | 0.01 | 609.00 |
151
+ | ILC1 | 0.91 | 2.43 | 0.57 | 0.86 | 0.15 | 0.02 | 552.00 |
152
+ | Plasma cell IGKC+ | 0.84 | 2.25 | 0.52 | 0.82 | 0.18 | 0.01 | 288.00 |
153
+ | Plasma cell IGKC- | 0.87 | 2.88 | 0.55 | 0.81 | 0.21 | 0.01 | 239.00 |
154
+ | ILC | 0.84 | 4.16 | 0.60 | 0.74 | 0.21 | 0.01 | 238.00 |
155
+ | Plasmablast IGKC+ | 0.85 | 3.25 | 0.55 | 0.84 | 0.17 | 0.01 | 232.00 |
156
+ | gdT TCRVD2+ | 0.84 | 3.92 | 0.55 | 0.76 | 0.20 | 0.01 | 191.00 |
157
+ | Plasmablast IGKC- | 0.83 | 3.84 | 0.57 | 0.78 | 0.23 | 0.01 | 130.00 |
158
+ | CD4+ T CD314+ CD45RA+ | 0.80 | 4.13 | 0.64 | 0.75 | 0.20 | 0.01 | 93.00 |
159
+ | dnT | 0.73 | 5.59 | 0.55 | 0.54 | 0.35 | 0.02 | 56.00 |
160
+ | CD8+ T naive CD127+ CD26- CD101- | 0.80 | 5.43 | 0.57 | 0.60 | 0.26 | 0.02 | 42.00 |
161
+ | T prog cycling | 0.66 | 4.88 | 0.64 | 0.72 | 0.25 | 0.02 | 24.00 |
162
+ | cDC1 | 0.69 | 5.62 | 0.59 | 0.59 | 0.30 | 0.02 | 18.00 |
163
 
164
  Modality: protein
165
 
166
  | Index | gene_f1 | lfc_mae | lfc_pearson | lfc_spearman | roc_auc | pr_auc | n_cells |
167
  | --- | --- | --- | --- | --- | --- | --- | --- |
168
+ | CD14+ Mono | 1.00 | 0.35 | 0.99 | 0.99 | 0.24 | 0.14 | 21693.00 |
169
+ | CD4+ T activated | 0.92 | 0.21 | 0.99 | 0.99 | 0.24 | 0.14 | 6966.00 |
170
+ | CD4+ T naive | 0.92 | 0.20 | 0.99 | 0.98 | 0.12 | 0.13 | 5897.00 |
171
+ | NK | 0.92 | 0.23 | 0.98 | 0.98 | 0.17 | 0.14 | 5434.00 |
172
+ | Reticulocyte | 0.46 | 0.93 | 0.95 | 0.97 | 0.29 | 0.16 | 4272.00 |
173
+ | Erythroblast | 0.62 | 0.99 | 0.96 | 0.98 | 0.28 | 0.15 | 4039.00 |
174
+ | Naive CD20+ B IGKC+ | 0.92 | 0.31 | 0.99 | 0.98 | 0.36 | 0.13 | 3990.00 |
175
+ | CD8+ T naive | 0.85 | 0.22 | 0.98 | 0.98 | 0.64 | 0.29 | 3107.00 |
176
+ | CD16+ Mono | 1.00 | 0.21 | 0.99 | 0.99 | 0.75 | 0.32 | 2635.00 |
177
+ | NK CD158e1+ | 0.85 | 0.31 | 0.98 | 0.98 | 0.74 | 0.45 | 2167.00 |
178
+ | Naive CD20+ B IGKC- | 0.92 | 0.35 | 0.99 | 0.99 | 0.79 | 0.38 | 1979.00 |
179
+ | G/M prog | 0.85 | 0.30 | 0.98 | 0.96 | 0.92 | 0.92 | 1881.00 |
180
+ | pDC | 1.00 | 0.23 | 0.98 | 0.97 | 0.92 | 0.92 | 1758.00 |
181
+ | HSC | 0.92 | 0.34 | 0.97 | 0.96 | 0.54 | 0.57 | 1703.00 |
182
+ | cDC2 | 0.92 | 0.30 | 0.98 | 0.98 | 0.99 | 0.93 | 1702.00 |
183
+ | Lymph prog | 0.92 | 0.35 | 0.97 | 0.98 | 0.84 | 0.84 | 1681.00 |
184
+ | Transitional B | 0.85 | 0.63 | 0.96 | 0.98 | 0.78 | 0.79 | 1575.00 |
185
+ | Proerythroblast | 0.77 | 0.68 | 0.95 | 0.97 | 0.77 | 0.79 | 1512.00 |
186
+ | CD8+ T CD57+ CD45RO+ | 0.92 | 0.46 | 0.97 | 0.97 | 0.94 | 0.52 | 1470.00 |
187
+ | Normoblast | 0.54 | 1.03 | 0.95 | 0.98 | 0.77 | 0.63 | 1435.00 |
188
+ | CD8+ T CD57+ CD45RA+ | 0.85 | 0.27 | 0.98 | 0.98 | 1.00 | 0.97 | 1303.00 |
189
+ | CD8+ T TIGIT+ CD45RO+ | 0.92 | 0.27 | 0.98 | 0.97 | 0.85 | 0.86 | 1160.00 |
190
+ | CD4+ T activated integrinB7+ | 0.92 | 0.26 | 0.97 | 0.96 | 0.99 | 0.96 | 1056.00 |
191
+ | CD8+ T TIGIT+ CD45RA+ | 1.00 | 0.26 | 0.98 | 0.97 | 1.00 | 1.00 | 1032.00 |
192
+ | CD8+ T CD49f+ | 0.85 | 0.22 | 0.98 | 0.98 | 1.00 | 0.97 | 912.00 |
193
+ | CD8+ T CD69+ CD45RO+ | 1.00 | 0.23 | 0.98 | 0.98 | 1.00 | 1.00 | 897.00 |
194
+ | B1 B IGKC+ | 0.92 | 0.36 | 0.98 | 0.97 | 1.00 | 0.99 | 820.00 |
195
+ | MAIT | 0.92 | 0.24 | 0.98 | 0.98 | 0.99 | 0.94 | 756.00 |
196
+ | CD8+ T CD69+ CD45RA+ | 1.00 | 0.23 | 0.98 | 0.98 | 1.00 | 1.00 | 740.00 |
197
+ | MK/E prog | 0.92 | 0.22 | 0.97 | 0.97 | 0.53 | 0.46 | 690.00 |
198
+ | gdT CD158b+ | 0.85 | 0.32 | 0.96 | 0.96 | 0.99 | 0.96 | 674.00 |
199
+ | B1 B IGKC- | 1.00 | 0.39 | 0.98 | 0.97 | 1.00 | 1.00 | 613.00 |
200
+ | T reg | 0.77 | 0.24 | 0.98 | 0.98 | 0.99 | 0.90 | 609.00 |
201
+ | ILC1 | 0.92 | 0.22 | 0.98 | 0.97 | 1.00 | 0.98 | 552.00 |
202
+ | Plasma cell IGKC+ | 0.85 | 0.42 | 0.96 | 0.97 | 0.91 | 0.80 | 288.00 |
203
+ | Plasma cell IGKC- | 0.85 | 0.32 | 0.97 | 0.96 | 0.92 | 0.91 | 239.00 |
204
+ | ILC | 0.77 | 0.34 | 0.97 | 0.96 | 0.98 | 0.90 | 238.00 |
205
+ | Plasmablast IGKC+ | 0.85 | 0.30 | 0.97 | 0.96 | 0.76 | 0.66 | 232.00 |
206
+ | gdT TCRVD2+ | 0.85 | 0.32 | 0.93 | 0.91 | 0.99 | 0.92 | 191.00 |
207
+ | Plasmablast IGKC- | 0.85 | 0.32 | 0.96 | 0.91 | 0.84 | 0.80 | 130.00 |
208
+ | CD4+ T CD314+ CD45RA+ | 0.85 | 0.74 | 0.93 | 0.94 | 0.98 | 0.89 | 93.00 |
209
+ | dnT | 0.69 | 0.41 | 0.90 | 0.87 | 0.66 | 0.55 | 56.00 |
210
+ | CD8+ T naive CD127+ CD26- CD101- | 0.85 | 0.58 | 0.91 | 0.85 | 0.99 | 0.85 | 42.00 |
211
+ | T prog cycling | 0.77 | 0.66 | 0.84 | 0.78 | 0.48 | 0.56 | 24.00 |
212
+ | cDC1 | 0.54 | 0.57 | 0.83 | 0.79 | 0.67 | 0.74 | 18.00 |
213
 
214
 
215