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README.md

@@ -57,7 +57,7 @@ Modality: rna
 
 | Metric                  | Training Value | Validation Value |
 |-------------------------|----------------|------------------|
-| Mean Absolute Error | 1.32  | 1.32           |
+| Mean Absolute Error | 1.32  | 1.31           |
 | Pearson Correlation | 0.97  | 0.96  |
 | Spearman Correlation | 0.90 | 0.90  |
 | R² (R-Squared) | 0.89  | 0.88      |
@@ -66,9 +66,9 @@ Modality: protein
 
 | Metric                  | Training Value | Validation Value |
 |-------------------------|----------------|------------------|
-| Mean Absolute Error | 1.46  | 1.43           |
+| Mean Absolute Error | 1.46  | 1.42           |
 | Pearson Correlation | 0.47  | 0.48  |
-| Spearman Correlation | 0.68 | 0.69  |
+| Spearman Correlation | 0.69 | 0.69  |
 | R² (R-Squared) | -0.62  | -0.62      |
 
 
@@ -85,16 +85,16 @@ Modality: rna
 | Mean Absolute Error | 3.33   |
 | Pearson Correlation | 0.74  |
 | Spearman Correlation | 0.88 |
-| R² (R-Squared) | -0.97  |
+| R² (R-Squared) | -0.93  |
 
 Modality: protein
 
 | Metric                  | Training Value |
 |-------------------------|----------------|
-| Mean Absolute Error | 1.56   |
+| Mean Absolute Error | 1.55   |
 | Pearson Correlation | 0.83  |
 | Spearman Correlation | 0.84 |
-| R² (R-Squared) | -1.42  |
+| R² (R-Squared) | -1.43  |
 
 
 
@@ -115,101 +115,101 @@ Modality: rna
 
 | Index | gene_f1 | lfc_mae | lfc_pearson | lfc_spearman | roc_auc | pr_auc | n_cells |
 | --- | --- | --- | --- | --- | --- | --- | --- |
-| CD14+ Mono | 0.95 | 0.17 | 0.99 | 1.00 | 0.13 | 0.02 | 21693.00 |
-| CD4+ T activated | 0.96 | 0.37 | 0.81 | 0.98 | 0.09 | 0.02 | 6966.00 |
-| CD4+ T naive | 0.96 | 0.52 | 0.72 | 0.98 | 0.10 | 0.02 | 5897.00 |
-| NK | 0.94 | 0.43 | 0.77 | 0.98 | 0.07 | 0.02 | 5434.00 |
-| Reticulocyte | 0.97 | 1.86 | 0.63 | 0.81 | 0.33 | 0.03 | 4272.00 |
-| Erythroblast | 0.96 | 0.54 | 0.85 | 0.99 | 0.20 | 0.03 | 4039.00 |
-| Naive CD20+ B IGKC+ | 0.97 | 0.67 | 0.68 | 0.98 | 0.07 | 0.02 | 3990.00 |
-| CD8+ T naive | 0.94 | 0.77 | 0.60 | 0.97 | 0.07 | 0.02 | 3107.00 |
-| CD16+ Mono | 0.92 | 0.82 | 0.62 | 0.98 | 0.05 | 0.02 | 2635.00 |
-| NK CD158e1+ | 0.94 | 1.33 | 0.54 | 0.95 | 0.09 | 0.02 | 2167.00 |
-| Naive CD20+ B IGKC- | 0.97 | 1.41 | 0.57 | 0.96 | 0.10 | 0.02 | 1979.00 |
-| G/M prog | 0.90 | 0.38 | 0.76 | 0.98 | 0.01 | 0.01 | 1881.00 |
-| pDC | 0.92 | 0.89 | 0.70 | 0.98 | 0.06 | 0.02 | 1758.00 |
-| HSC | 0.93 | 0.37 | 0.81 | 0.99 | 0.04 | 0.02 | 1703.00 |
-| cDC2 | 0.89 | 0.41 | 0.71 | 0.98 | 0.01 | 0.02 | 1702.00 |
-| Lymph prog | 0.92 | 0.53 | 0.77 | 0.99 | 0.05 | 0.02 | 1681.00 |
-| Transitional B | 0.93 | 1.42 | 0.62 | 0.97 | 0.08 | 0.02 | 1575.00 |
-| Proerythroblast | 0.86 | 0.41 | 0.87 | 0.99 | 0.07 | 0.02 | 1512.00 |
-| CD8+ T CD57+ CD45RO+ | 0.94 | 1.84 | 0.59 | 0.95 | 0.10 | 0.02 | 1470.00 |
-| Normoblast | 0.95 | 2.58 | 0.65 | 0.85 | 0.31 | 0.03 | 1435.00 |
-| CD8+ T CD57+ CD45RA+ | 0.89 | 1.46 | 0.59 | 0.94 | 0.08 | 0.02 | 1303.00 |
-| CD8+ T TIGIT+ CD45RO+ | 0.89 | 1.91 | 0.52 | 0.91 | 0.10 | 0.02 | 1160.00 |
-| CD4+ T activated integrinB7+ | 0.92 | 1.98 | 0.54 | 0.92 | 0.13 | 0.02 | 1056.00 |
-| CD8+ T TIGIT+ CD45RA+ | 0.94 | 2.32 | 0.55 | 0.90 | 0.17 | 0.02 | 1032.00 |
-| CD8+ T CD49f+ | 0.90 | 1.88 | 0.55 | 0.92 | 0.10 | 0.02 | 912.00 |
-| CD8+ T CD69+ CD45RO+ | 0.93 | 2.41 | 0.57 | 0.89 | 0.15 | 0.02 | 897.00 |
-| B1 B IGKC+ | 0.86 | 2.05 | 0.63 | 0.93 | 0.13 | 0.01 | 820.00 |
-| MAIT | 0.92 | 2.10 | 0.59 | 0.92 | 0.14 | 0.02 | 756.00 |
-| CD8+ T CD69+ CD45RA+ | 0.90 | 2.58 | 0.59 | 0.89 | 0.16 | 0.02 | 740.00 |
-| MK/E prog | 0.88 | 0.76 | 0.69 | 0.98 | 0.05 | 0.02 | 690.00 |
-| gdT CD158b+ | 0.92 | 1.96 | 0.59 | 0.90 | 0.12 | 0.02 | 674.00 |
-| B1 B IGKC- | 0.88 | 2.38 | 0.62 | 0.91 | 0.15 | 0.02 | 613.00 |
-| T reg | 0.87 | 2.37 | 0.54 | 0.88 | 0.12 | 0.01 | 609.00 |
-| ILC1 | 0.88 | 2.58 | 0.54 | 0.86 | 0.16 | 0.02 | 552.00 |
-| Plasma cell IGKC+ | 0.81 | 2.41 | 0.46 | 0.82 | 0.20 | 0.01 | 288.00 |
-| Plasma cell IGKC- | 0.87 | 3.13 | 0.48 | 0.80 | 0.24 | 0.02 | 239.00 |
-| ILC | 0.87 | 4.34 | 0.58 | 0.72 | 0.25 | 0.02 | 238.00 |
-| Plasmablast IGKC+ | 0.83 | 3.26 | 0.51 | 0.82 | 0.22 | 0.01 | 232.00 |
-| gdT TCRVD2+ | 0.85 | 3.84 | 0.55 | 0.75 | 0.23 | 0.01 | 191.00 |
-| Plasmablast IGKC- | 0.75 | 3.99 | 0.55 | 0.79 | 0.23 | 0.01 | 130.00 |
-| CD4+ T CD314+ CD45RA+ | 0.81 | 4.35 | 0.62 | 0.75 | 0.23 | 0.02 | 93.00 |
-| dnT | 0.72 | 5.47 | 0.56 | 0.55 | 0.30 | 0.02 | 56.00 |
-| CD8+ T naive CD127+ CD26- CD101- | 0.78 | 5.23 | 0.59 | 0.60 | 0.28 | 0.02 | 42.00 |
-| T prog cycling | 0.67 | 4.83 | 0.65 | 0.72 | 0.27 | 0.02 | 24.00 |
-| cDC1 | 0.69 | 6.09 | 0.55 | 0.55 | 0.30 | 0.02 | 18.00 |
+| CD14+ Mono | 0.96 | 0.17 | 0.99 | 1.00 | 0.13 | 0.02 | 21693.00 |
+| CD4+ T activated | 0.96 | 0.35 | 0.84 | 0.99 | 0.09 | 0.02 | 6966.00 |
+| CD4+ T naive | 0.97 | 0.55 | 0.69 | 0.98 | 0.10 | 0.02 | 5897.00 |
+| NK | 0.94 | 0.44 | 0.76 | 0.98 | 0.07 | 0.02 | 5434.00 |
+| Reticulocyte | 0.96 | 1.95 | 0.60 | 0.80 | 0.33 | 0.03 | 4272.00 |
+| Erythroblast | 0.96 | 0.54 | 0.86 | 0.99 | 0.20 | 0.03 | 4039.00 |
+| Naive CD20+ B IGKC+ | 0.98 | 0.68 | 0.67 | 0.98 | 0.07 | 0.02 | 3990.00 |
+| CD8+ T naive | 0.95 | 0.67 | 0.64 | 0.98 | 0.07 | 0.02 | 3107.00 |
+| CD16+ Mono | 0.91 | 0.76 | 0.66 | 0.98 | 0.05 | 0.02 | 2635.00 |
+| NK CD158e1+ | 0.95 | 1.19 | 0.61 | 0.95 | 0.08 | 0.02 | 2167.00 |
+| Naive CD20+ B IGKC- | 0.96 | 1.38 | 0.60 | 0.96 | 0.10 | 0.02 | 1979.00 |
+| G/M prog | 0.88 | 0.36 | 0.80 | 0.98 | 0.01 | 0.01 | 1881.00 |
+| pDC | 0.92 | 0.92 | 0.68 | 0.98 | 0.05 | 0.02 | 1758.00 |
+| HSC | 0.91 | 0.42 | 0.75 | 0.99 | 0.03 | 0.02 | 1703.00 |
+| cDC2 | 0.88 | 0.36 | 0.79 | 0.98 | 0.01 | 0.02 | 1702.00 |
+| Lymph prog | 0.93 | 0.49 | 0.78 | 0.99 | 0.04 | 0.02 | 1681.00 |
+| Transitional B | 0.96 | 1.40 | 0.64 | 0.96 | 0.08 | 0.02 | 1575.00 |
+| Proerythroblast | 0.87 | 0.43 | 0.85 | 0.99 | 0.07 | 0.02 | 1512.00 |
+| CD8+ T CD57+ CD45RO+ | 0.93 | 1.82 | 0.61 | 0.95 | 0.10 | 0.02 | 1470.00 |
+| Normoblast | 0.96 | 2.64 | 0.63 | 0.85 | 0.32 | 0.03 | 1435.00 |
+| CD8+ T CD57+ CD45RA+ | 0.89 | 1.55 | 0.57 | 0.93 | 0.07 | 0.02 | 1303.00 |
+| CD8+ T TIGIT+ CD45RO+ | 0.91 | 1.80 | 0.56 | 0.91 | 0.09 | 0.02 | 1160.00 |
+| CD4+ T activated integrinB7+ | 0.92 | 2.05 | 0.53 | 0.92 | 0.13 | 0.02 | 1056.00 |
+| CD8+ T TIGIT+ CD45RA+ | 0.92 | 2.34 | 0.53 | 0.90 | 0.16 | 0.02 | 1032.00 |
+| CD8+ T CD49f+ | 0.92 | 1.83 | 0.56 | 0.92 | 0.09 | 0.02 | 912.00 |
+| CD8+ T CD69+ CD45RO+ | 0.90 | 2.42 | 0.57 | 0.90 | 0.14 | 0.02 | 897.00 |
+| B1 B IGKC+ | 0.89 | 2.12 | 0.62 | 0.92 | 0.15 | 0.01 | 820.00 |
+| MAIT | 0.90 | 2.18 | 0.57 | 0.91 | 0.13 | 0.02 | 756.00 |
+| CD8+ T CD69+ CD45RA+ | 0.91 | 2.66 | 0.56 | 0.89 | 0.19 | 0.02 | 740.00 |
+| MK/E prog | 0.90 | 0.80 | 0.67 | 0.98 | 0.04 | 0.02 | 690.00 |
+| gdT CD158b+ | 0.89 | 2.06 | 0.58 | 0.90 | 0.12 | 0.02 | 674.00 |
+| B1 B IGKC- | 0.88 | 2.31 | 0.63 | 0.91 | 0.16 | 0.02 | 613.00 |
+| T reg | 0.87 | 2.33 | 0.55 | 0.87 | 0.12 | 0.01 | 609.00 |
+| ILC1 | 0.89 | 2.68 | 0.51 | 0.85 | 0.18 | 0.02 | 552.00 |
+| Plasma cell IGKC+ | 0.82 | 2.41 | 0.44 | 0.82 | 0.19 | 0.01 | 288.00 |
+| Plasma cell IGKC- | 0.88 | 3.00 | 0.50 | 0.81 | 0.20 | 0.01 | 239.00 |
+| ILC | 0.87 | 4.29 | 0.59 | 0.73 | 0.28 | 0.02 | 238.00 |
+| Plasmablast IGKC+ | 0.84 | 3.16 | 0.53 | 0.84 | 0.21 | 0.01 | 232.00 |
+| gdT TCRVD2+ | 0.84 | 3.82 | 0.56 | 0.75 | 0.22 | 0.01 | 191.00 |
+| Plasmablast IGKC- | 0.83 | 4.08 | 0.54 | 0.78 | 0.24 | 0.02 | 130.00 |
+| CD4+ T CD314+ CD45RA+ | 0.81 | 4.40 | 0.62 | 0.73 | 0.22 | 0.01 | 93.00 |
+| dnT | 0.73 | 5.84 | 0.53 | 0.52 | 0.35 | 0.02 | 56.00 |
+| CD8+ T naive CD127+ CD26- CD101- | 0.77 | 5.38 | 0.57 | 0.60 | 0.29 | 0.02 | 42.00 |
+| T prog cycling | 0.65 | 4.82 | 0.65 | 0.73 | 0.26 | 0.02 | 24.00 |
+| cDC1 | 0.65 | 5.83 | 0.58 | 0.57 | 0.28 | 0.02 | 18.00 |
 
 Modality: protein
 
 | Index | gene_f1 | lfc_mae | lfc_pearson | lfc_spearman | roc_auc | pr_auc | n_cells |
 | --- | --- | --- | --- | --- | --- | --- | --- |
 | CD14+ Mono | 0.92 | 0.38 | 0.99 | 0.99 | 0.24 | 0.14 | 21693.00 |
-| CD4+ T activated | 0.92 | 0.22 | 0.99 | 0.99 | 0.24 | 0.14 | 6966.00 |
-| CD4+ T naive | 0.92 | 0.19 | 0.99 | 0.97 | 0.12 | 0.09 | 5897.00 |
+| CD4+ T activated | 0.92 | 0.23 | 0.99 | 0.98 | 0.24 | 0.14 | 6966.00 |
+| CD4+ T naive | 0.92 | 0.19 | 0.99 | 0.97 | 0.12 | 0.13 | 5897.00 |
 | NK | 0.92 | 0.21 | 0.98 | 0.98 | 0.17 | 0.14 | 5434.00 |
-| Reticulocyte | 0.46 | 0.90 | 0.95 | 0.97 | 0.29 | 0.16 | 4272.00 |
+| Reticulocyte | 0.46 | 0.91 | 0.95 | 0.98 | 0.29 | 0.16 | 4272.00 |
 | Erythroblast | 0.62 | 0.97 | 0.96 | 0.98 | 0.27 | 0.15 | 4039.00 |
 | Naive CD20+ B IGKC+ | 0.92 | 0.31 | 0.99 | 0.99 | 0.36 | 0.13 | 3990.00 |
-| CD8+ T naive | 0.92 | 0.25 | 0.98 | 0.97 | 0.64 | 0.23 | 3107.00 |
-| CD16+ Mono | 1.00 | 0.24 | 0.99 | 0.99 | 0.76 | 0.32 | 2635.00 |
-| NK CD158e1+ | 0.92 | 0.28 | 0.98 | 0.98 | 0.74 | 0.40 | 2167.00 |
-| Naive CD20+ B IGKC- | 0.92 | 0.36 | 0.99 | 0.99 | 0.79 | 0.38 | 1979.00 |
-| G/M prog | 0.85 | 0.33 | 0.98 | 0.97 | 0.92 | 0.91 | 1881.00 |
+| CD8+ T naive | 0.92 | 0.24 | 0.98 | 0.98 | 0.64 | 0.24 | 3107.00 |
+| CD16+ Mono | 0.92 | 0.24 | 0.99 | 0.99 | 0.76 | 0.32 | 2635.00 |
+| NK CD158e1+ | 0.92 | 0.28 | 0.98 | 0.98 | 0.74 | 0.44 | 2167.00 |
+| Naive CD20+ B IGKC- | 0.92 | 0.35 | 0.99 | 0.99 | 0.79 | 0.38 | 1979.00 |
+| G/M prog | 0.92 | 0.33 | 0.98 | 0.96 | 0.92 | 0.92 | 1881.00 |
 | pDC | 1.00 | 0.26 | 0.98 | 0.96 | 0.92 | 0.93 | 1758.00 |
-| HSC | 0.92 | 0.35 | 0.97 | 0.95 | 0.54 | 0.58 | 1703.00 |
+| HSC | 0.85 | 0.35 | 0.97 | 0.95 | 0.54 | 0.57 | 1703.00 |
 | cDC2 | 0.92 | 0.31 | 0.98 | 0.98 | 1.00 | 0.95 | 1702.00 |
 | Lymph prog | 0.92 | 0.34 | 0.97 | 0.98 | 0.85 | 0.85 | 1681.00 |
-| Transitional B | 0.85 | 0.55 | 0.97 | 0.98 | 0.77 | 0.79 | 1575.00 |
-| Proerythroblast | 0.77 | 0.70 | 0.95 | 0.98 | 0.77 | 0.79 | 1512.00 |
-| CD8+ T CD57+ CD45RO+ | 0.85 | 0.48 | 0.97 | 0.97 | 0.94 | 0.51 | 1470.00 |
-| Normoblast | 0.54 | 1.00 | 0.95 | 0.97 | 0.78 | 0.65 | 1435.00 |
-| CD8+ T CD57+ CD45RA+ | 0.85 | 0.30 | 0.98 | 0.98 | 0.99 | 0.96 | 1303.00 |
-| CD8+ T TIGIT+ CD45RO+ | 0.92 | 0.26 | 0.99 | 0.97 | 0.85 | 0.86 | 1160.00 |
-| CD4+ T activated integrinB7+ | 0.92 | 0.29 | 0.98 | 0.97 | 0.99 | 0.96 | 1056.00 |
+| Transitional B | 0.85 | 0.54 | 0.97 | 0.98 | 0.77 | 0.79 | 1575.00 |
+| Proerythroblast | 0.77 | 0.69 | 0.94 | 0.97 | 0.77 | 0.79 | 1512.00 |
+| CD8+ T CD57+ CD45RO+ | 0.92 | 0.49 | 0.97 | 0.97 | 0.94 | 0.52 | 1470.00 |
+| Normoblast | 0.54 | 1.01 | 0.95 | 0.97 | 0.78 | 0.64 | 1435.00 |
+| CD8+ T CD57+ CD45RA+ | 0.85 | 0.31 | 0.98 | 0.98 | 0.99 | 0.96 | 1303.00 |
+| CD8+ T TIGIT+ CD45RO+ | 0.92 | 0.25 | 0.99 | 0.97 | 0.85 | 0.86 | 1160.00 |
+| CD4+ T activated integrinB7+ | 0.92 | 0.30 | 0.98 | 0.96 | 0.99 | 0.96 | 1056.00 |
 | CD8+ T TIGIT+ CD45RA+ | 0.92 | 0.25 | 0.99 | 0.97 | 1.00 | 0.99 | 1032.00 |
-| CD8+ T CD49f+ | 0.85 | 0.21 | 0.98 | 0.96 | 0.99 | 0.95 | 912.00 |
-| CD8+ T CD69+ CD45RO+ | 1.00 | 0.25 | 0.98 | 0.97 | 1.00 | 1.00 | 897.00 |
-| B1 B IGKC+ | 1.00 | 0.35 | 0.98 | 0.97 | 1.00 | 1.00 | 820.00 |
-| MAIT | 0.92 | 0.29 | 0.98 | 0.97 | 0.99 | 0.94 | 756.00 |
-| CD8+ T CD69+ CD45RA+ | 0.92 | 0.25 | 0.98 | 0.97 | 1.00 | 0.99 | 740.00 |
-| MK/E prog | 0.85 | 0.26 | 0.96 | 0.95 | 0.53 | 0.45 | 690.00 |
-| gdT CD158b+ | 0.85 | 0.36 | 0.96 | 0.97 | 0.99 | 0.94 | 674.00 |
-| B1 B IGKC- | 1.00 | 0.36 | 0.98 | 0.97 | 1.00 | 1.00 | 613.00 |
-| T reg | 0.77 | 0.26 | 0.98 | 0.97 | 0.99 | 0.92 | 609.00 |
-| ILC1 | 0.92 | 0.24 | 0.98 | 0.96 | 1.00 | 0.99 | 552.00 |
-| Plasma cell IGKC+ | 0.85 | 0.34 | 0.96 | 0.96 | 0.91 | 0.84 | 288.00 |
-| Plasma cell IGKC- | 0.85 | 0.25 | 0.97 | 0.97 | 0.92 | 0.90 | 239.00 |
-| ILC | 0.77 | 0.34 | 0.97 | 0.96 | 0.99 | 0.91 | 238.00 |
-| Plasmablast IGKC+ | 0.92 | 0.24 | 0.97 | 0.96 | 0.77 | 0.74 | 232.00 |
-| gdT TCRVD2+ | 0.85 | 0.31 | 0.94 | 0.91 | 1.00 | 0.97 | 191.00 |
-| Plasmablast IGKC- | 0.92 | 0.27 | 0.95 | 0.92 | 0.84 | 0.83 | 130.00 |
-| CD4+ T CD314+ CD45RA+ | 0.85 | 0.77 | 0.93 | 0.92 | 0.98 | 0.89 | 93.00 |
-| dnT | 0.92 | 0.40 | 0.92 | 0.88 | 0.69 | 0.69 | 56.00 |
-| CD8+ T naive CD127+ CD26- CD101- | 0.69 | 0.53 | 0.93 | 0.89 | 0.98 | 0.86 | 42.00 |
-| T prog cycling | 0.77 | 0.65 | 0.85 | 0.78 | 0.49 | 0.59 | 24.00 |
-| cDC1 | 0.46 | 0.62 | 0.81 | 0.75 | 0.64 | 0.65 | 18.00 |
+| CD8+ T CD49f+ | 0.92 | 0.22 | 0.98 | 0.96 | 0.99 | 0.96 | 912.00 |
+| CD8+ T CD69+ CD45RO+ | 0.92 | 0.25 | 0.98 | 0.98 | 1.00 | 0.99 | 897.00 |
+| B1 B IGKC+ | 0.92 | 0.34 | 0.98 | 0.97 | 1.00 | 0.99 | 820.00 |
+| MAIT | 0.92 | 0.28 | 0.98 | 0.98 | 0.99 | 0.94 | 756.00 |
+| CD8+ T CD69+ CD45RA+ | 1.00 | 0.23 | 0.98 | 0.98 | 1.00 | 1.00 | 740.00 |
+| MK/E prog | 0.85 | 0.26 | 0.96 | 0.96 | 0.53 | 0.46 | 690.00 |
+| gdT CD158b+ | 0.85 | 0.36 | 0.96 | 0.97 | 0.99 | 0.92 | 674.00 |
+| B1 B IGKC- | 1.00 | 0.37 | 0.98 | 0.97 | 1.00 | 1.00 | 613.00 |
+| T reg | 0.77 | 0.26 | 0.98 | 0.97 | 0.99 | 0.93 | 609.00 |
+| ILC1 | 0.92 | 0.23 | 0.98 | 0.96 | 1.00 | 0.98 | 552.00 |
+| Plasma cell IGKC+ | 0.77 | 0.31 | 0.96 | 0.96 | 0.91 | 0.85 | 288.00 |
+| Plasma cell IGKC- | 0.92 | 0.25 | 0.96 | 0.97 | 0.92 | 0.92 | 239.00 |
+| ILC | 0.77 | 0.35 | 0.97 | 0.96 | 0.99 | 0.92 | 238.00 |
+| Plasmablast IGKC+ | 0.92 | 0.25 | 0.96 | 0.97 | 0.77 | 0.74 | 232.00 |
+| gdT TCRVD2+ | 0.85 | 0.32 | 0.94 | 0.91 | 0.99 | 0.92 | 191.00 |
+| Plasmablast IGKC- | 0.92 | 0.28 | 0.95 | 0.93 | 0.85 | 0.85 | 130.00 |
+| CD4+ T CD314+ CD45RA+ | 0.69 | 0.77 | 0.94 | 0.93 | 0.98 | 0.86 | 93.00 |
+| dnT | 0.92 | 0.42 | 0.90 | 0.87 | 0.68 | 0.55 | 56.00 |
+| CD8+ T naive CD127+ CD26- CD101- | 0.69 | 0.55 | 0.92 | 0.88 | 0.98 | 0.80 | 42.00 |
+| T prog cycling | 0.69 | 0.63 | 0.86 | 0.79 | 0.51 | 0.60 | 24.00 |
+| cDC1 | 0.38 | 0.64 | 0.80 | 0.74 | 0.59 | 0.55 | 18.00 |