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OnClass.data-00000-of-00001

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OnClass.npz

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accuracies.json

@@ -1,4 +1,4 @@
 {
-    "query_accuracy": "| Cell Type | N cells |  celltypist |  knn bbknn |  knn harmony |  knn on scvi |  onclass |  scanvi |  svm |  xgboost | Consensus Prediction |\n| --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- |\n| enterocyte of epithelium proper of duodenum | 1345 | 0.91 | 0.93 | 0.91 | 0.77 | 0.00 | 0.89 | 0.91 | 0.92 | 0.95 |\n| enterocyte of epithelium proper of ileum | 630 | 0.97 | 0.96 | 0.91 | 0.49 | 0.00 | 0.77 | 0.97 | 0.96 | 0.98 |\n| CD4-positive, alpha-beta T cell | 531 | 0.91 | 0.91 | 0.92 | 0.76 | 0.00 | 0.80 | 0.89 | 0.89 | 0.92 |\n| CD8-positive, alpha-beta T cell | 345 | 0.88 | 0.78 | 0.90 | 0.62 | 0.00 | 0.75 | 0.82 | 0.82 | 0.91 |\n| small intestine goblet cell | 215 | 0.94 | 0.95 | 0.95 | 0.86 | 0.00 | 0.85 | 0.93 | 0.93 | 0.94 |\n| paneth cell of epithelium of small intestine | 191 | 0.70 | 0.71 | 0.77 | 0.60 | 0.00 | 0.62 | 0.69 | 0.74 | 0.76 |\n| enterocyte of epithelium proper of small intestine | 150 | 0.61 | 0.60 | 0.69 | 0.47 | 0.00 | 0.65 | 0.74 | 0.77 | 0.81 |\n| activated CD8-positive, alpha-beta T cell | 94 | 0.82 | 0.41 | 0.82 | 0.50 | 0.00 | 0.35 | 0.65 | 0.69 | 0.79 |\n| plasma cell | 78 | 0.99 | 0.99 | 0.99 | 0.97 | 0.00 | 0.98 | 0.98 | 0.97 | 0.99 |\n| B cell | 69 | 0.99 | 0.99 | 0.98 | 0.96 | 0.00 | 0.97 | 0.98 | 0.98 | 0.98 |\n| intestinal crypt stem cell of small intestine | 57 | 0.31 | 0.44 | 0.48 | 0.31 | 0.00 | 0.43 | 0.39 | 0.43 | 0.46 |\n| activated CD4-positive, alpha-beta T cell | 66 | 0.51 | 0.31 | 0.57 | 0.21 | 0.00 | 0.43 | 0.52 | 0.54 | 0.62 |\n| fibroblast | 46 | 0.99 | 0.98 | 0.99 | 0.99 | 0.00 | 0.97 | 1.00 | 0.97 | 0.99 |\n| intestinal tuft cell | 52 | 1.00 | 1.00 | 0.99 | 0.99 | 0.00 | 0.98 | 1.00 | 0.98 | 1.00 |\n| enterocyte of epithelium proper of jejunum | 47 | 0.21 | 0.14 | 0.23 | 0.19 | 0.00 | 0.00 | 0.51 | 0.50 | 0.39 |\n| macrophage | 48 | 0.88 | 0.94 | 0.91 | 0.85 | 0.00 | 0.85 | 0.92 | 0.90 | 0.95 |\n| enteroendocrine cell of small intestine | 19 | 0.86 | 0.86 | 0.86 | 0.73 | 0.00 | 0.84 | 0.81 | 0.85 | 0.84 |\n| mast cell | 24 | 0.98 | 1.00 | 0.98 | 0.96 | 0.00 | 1.00 | 1.00 | 1.00 | 1.00 |\n| natural killer cell | 19 | 0.00 | 0.25 | 0.34 | 0.00 | 0.00 | 0.15 | 0.10 | 0.33 | 0.31 |\n| enteroglial cell | 20 | 0.93 | 0.95 | 0.95 | 0.95 | 0.00 | 0.98 | 0.98 | 0.93 | 0.95 |\n| endothelial cell of arteriole | 15 | 0.77 | 0.94 | 0.77 | 0.75 | 0.00 | 0.87 | 0.97 | 0.90 | 0.94 |\n| gamma-delta T cell | 9 | 0.62 | 0.60 | 0.67 | 0.14 | 0.00 | 0.43 | 0.61 | 0.55 | 0.74 |\n| naive thymus-derived CD4-positive, alpha-beta T cell | 8 | 0.00 | 0.22 | 0.00 | 0.00 | 0.00 | 0.48 | 0.57 | 0.60 | 0.00 |\n| monocyte | 8 | 0.67 | 0.78 | 0.77 | 0.43 | 0.00 | 0.64 | 0.88 | 0.74 | 0.88 |\n| neutrophil | 5 | 0.50 | 0.80 | 0.46 | 0.55 | 0.00 | 0.33 | 0.73 | 0.60 | 0.67 |\n| endothelial cell of lymphatic vessel | 7 | 1.00 | 1.00 | 1.00 | 0.80 | 0.00 | 0.93 | 1.00 | 1.00 | 1.00 |\n| endothelial cell of venule | 6 | 0.67 | 0.83 | 0.50 | 0.44 | 0.00 | 0.71 | 0.92 | 0.73 | 0.83 |\n| myofibroblast cell | 6 | 0.67 | 0.91 | 1.00 | 0.80 | 0.00 | 1.00 | 1.00 | 1.00 | 1.00 |\n| transit amplifying cell of small intestine | 2 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 |\n| innate lymphoid cell | 3 | 0.86 | 1.00 | 0.80 | 0.80 | 0.00 | 1.00 | 0.00 | 0.50 | 0.80 |\n| pericyte | 4 | 0.67 | 1.00 | 1.00 | 1.00 | 0.00 | 0.80 | 1.00 | 1.00 | 1.00 |\n| regulatory T cell | 3 | 0.00 | 0.00 | 0.50 | 0.00 | 0.00 | 0.33 | 0.00 | 0.50 | 0.50 |\n| myeloid dendritic cell | 1 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 |",
-    "ref_accuracy": "| Cell Type | N cells |  celltypist |  knn bbknn |  knn harmony |  knn on scvi |  onclass |  scanvi |  svm |  xgboost | Consensus Prediction |\n| --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- |\n| enterocyte of epithelium proper of duodenum | 12150 | 0.92 | 0.90 | 0.95 | 0.86 | 0.00 | 0.95 | 0.92 | 0.93 | 0.96 |\n| enterocyte of epithelium proper of ileum | 5847 | 0.97 | 0.95 | 0.95 | 0.70 | 0.00 | 0.96 | 0.98 | 0.98 | 0.99 |\n| CD4-positive, alpha-beta T cell | 4624 | 0.90 | 0.90 | 0.94 | 0.86 | 0.00 | 0.91 | 0.91 | 0.91 | 0.95 |\n| CD8-positive, alpha-beta T cell | 3127 | 0.86 | 0.74 | 0.93 | 0.74 | 0.00 | 0.85 | 0.85 | 0.88 | 0.94 |\n| small intestine goblet cell | 1829 | 0.94 | 0.94 | 0.96 | 0.87 | 0.00 | 0.87 | 0.94 | 0.95 | 0.95 |\n| paneth cell of epithelium of small intestine | 1662 | 0.70 | 0.72 | 0.82 | 0.77 | 0.00 | 0.70 | 0.76 | 0.80 | 0.83 |\n| enterocyte of epithelium proper of small intestine | 1265 | 0.59 | 0.44 | 0.80 | 0.74 | 0.00 | 0.86 | 0.81 | 0.83 | 0.88 |\n| activated CD8-positive, alpha-beta T cell | 1053 | 0.76 | 0.40 | 0.91 | 0.77 | 0.00 | 0.74 | 0.79 | 0.83 | 0.90 |\n| plasma cell | 744 | 0.99 | 0.98 | 0.99 | 0.99 | 0.00 | 0.98 | 0.99 | 0.98 | 0.99 |\n| B cell | 704 | 0.99 | 0.99 | 0.99 | 0.99 | 0.00 | 0.98 | 0.99 | 0.99 | 0.99 |\n| intestinal crypt stem cell of small intestine | 530 | 0.37 | 0.44 | 0.53 | 0.52 | 0.00 | 0.50 | 0.60 | 0.64 | 0.65 |\n| activated CD4-positive, alpha-beta T cell | 504 | 0.46 | 0.30 | 0.72 | 0.49 | 0.00 | 0.60 | 0.61 | 0.65 | 0.76 |\n| fibroblast | 447 | 0.97 | 0.98 | 0.98 | 0.98 | 0.00 | 0.96 | 0.99 | 0.99 | 0.98 |\n| intestinal tuft cell | 396 | 0.96 | 0.97 | 0.98 | 0.97 | 0.00 | 0.97 | 0.99 | 0.98 | 0.98 |\n| enterocyte of epithelium proper of jejunum | 358 | 0.24 | 0.01 | 0.80 | 0.39 | 0.00 | 0.96 | 0.57 | 0.56 | 0.84 |\n| macrophage | 318 | 0.89 | 0.92 | 0.94 | 0.89 | 0.00 | 0.97 | 0.99 | 0.98 | 0.98 |\n| enteroendocrine cell of small intestine | 245 | 0.91 | 0.91 | 0.93 | 0.91 | 0.00 | 0.91 | 0.91 | 0.92 | 0.94 |\n| mast cell | 226 | 0.95 | 0.97 | 0.98 | 0.98 | 0.00 | 0.98 | 0.98 | 0.99 | 0.98 |\n| natural killer cell | 142 | 0.00 | 0.18 | 0.49 | 0.31 | 0.00 | 0.45 | 0.77 | 0.87 | 0.88 |\n| enteroglial cell | 122 | 0.92 | 0.92 | 0.95 | 0.93 | 0.00 | 0.97 | 0.98 | 0.99 | 0.98 |\n| endothelial cell of arteriole | 117 | 0.84 | 0.94 | 0.90 | 0.86 | 0.00 | 0.94 | 0.99 | 1.00 | 0.97 |\n| gamma-delta T cell | 112 | 0.74 | 0.67 | 0.79 | 0.63 | 0.00 | 0.72 | 0.96 | 0.97 | 0.97 |\n| naive thymus-derived CD4-positive, alpha-beta T cell | 107 | 0.00 | 0.36 | 0.40 | 0.18 | 0.00 | 0.78 | 0.92 | 0.90 | 0.69 |\n| monocyte | 70 | 0.74 | 0.86 | 0.82 | 0.64 | 0.00 | 0.77 | 1.00 | 1.00 | 0.99 |\n| neutrophil | 72 | 0.71 | 0.74 | 0.82 | 0.72 | 0.00 | 0.86 | 0.99 | 0.99 | 0.93 |\n| endothelial cell of lymphatic vessel | 66 | 0.98 | 0.98 | 0.98 | 0.90 | 0.00 | 0.98 | 0.99 | 0.99 | 0.99 |\n| endothelial cell of venule | 46 | 0.69 | 0.87 | 0.78 | 0.55 | 0.00 | 0.95 | 0.96 | 0.97 | 0.95 |\n| myofibroblast cell | 45 | 0.75 | 0.94 | 0.95 | 0.88 | 0.00 | 0.85 | 0.97 | 0.95 | 0.96 |\n| transit amplifying cell of small intestine | 32 | 0.00 | 0.00 | 0.49 | 0.06 | 0.00 | 0.57 | 0.77 | 0.89 | 0.90 |\n| innate lymphoid cell | 31 | 0.66 | 0.62 | 0.71 | 0.67 | 0.00 | 0.90 | 0.98 | 1.00 | 0.92 |\n| pericyte | 20 | 0.61 | 0.95 | 0.93 | 0.77 | 0.00 | 0.61 | 1.00 | 1.00 | 0.95 |\n| regulatory T cell | 12 | 0.00 | 0.40 | 0.50 | 0.50 | 0.00 | 0.75 | 1.00 | 1.00 | 0.86 |\n| myeloid dendritic cell | 10 | 0.00 | 0.53 | 0.62 | 0.62 | 0.00 | 0.74 | 0.91 | 1.00 | 0.86 |"
+    "query_accuracy": "| Cell Type | N cells |  celltypist |  knn bbknn |  knn harmony |  knn on scvi |  onclass |  scanvi |  svm |  xgboost | Consensus Prediction |\n| --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- |\n| enterocyte of epithelium proper of duodenum | 1357 | 0.91 | 0.93 | 0.91 | 0.78 | 0.00 | 0.83 | 0.90 | 0.92 | 0.95 |\n| enterocyte of epithelium proper of ileum | 613 | 0.96 | 0.96 | 0.92 | 0.51 | 0.00 | 0.81 | 0.97 | 0.97 | 0.98 |\n| CD4-positive, alpha-beta T cell | 534 | 0.91 | 0.92 | 0.92 | 0.75 | 0.00 | 0.80 | 0.87 | 0.89 | 0.94 |\n| CD8-positive, alpha-beta T cell | 345 | 0.84 | 0.79 | 0.89 | 0.61 | 0.00 | 0.72 | 0.80 | 0.83 | 0.91 |\n| small intestine goblet cell | 213 | 0.93 | 0.94 | 0.95 | 0.86 | 0.00 | 0.88 | 0.93 | 0.95 | 0.94 |\n| paneth cell of epithelium of small intestine | 189 | 0.70 | 0.73 | 0.80 | 0.66 | 0.00 | 0.58 | 0.61 | 0.76 | 0.77 |\n| enterocyte of epithelium proper of small intestine | 152 | 0.64 | 0.57 | 0.67 | 0.61 | 0.00 | 0.57 | 0.70 | 0.76 | 0.81 |\n| activated CD8-positive, alpha-beta T cell | 108 | 0.69 | 0.46 | 0.85 | 0.52 | 0.00 | 0.62 | 0.68 | 0.73 | 0.84 |\n| plasma cell | 79 | 0.99 | 0.98 | 0.97 | 0.97 | 0.00 | 0.97 | 0.97 | 0.98 | 0.98 |\n| B cell | 69 | 0.99 | 0.99 | 0.97 | 0.99 | 0.00 | 0.99 | 0.98 | 0.98 | 0.99 |\n| intestinal crypt stem cell of small intestine | 54 | 0.29 | 0.43 | 0.43 | 0.21 | 0.00 | 0.24 | 0.37 | 0.46 | 0.48 |\n| activated CD4-positive, alpha-beta T cell | 66 | 0.48 | 0.31 | 0.55 | 0.26 | 0.00 | 0.35 | 0.48 | 0.55 | 0.65 |\n| fibroblast | 46 | 0.99 | 0.99 | 0.99 | 0.98 | 0.00 | 0.98 | 1.00 | 0.99 | 0.99 |\n| intestinal tuft cell | 49 | 1.00 | 1.00 | 1.00 | 0.98 | 0.00 | 1.00 | 1.00 | 0.99 | 1.00 |\n| enterocyte of epithelium proper of jejunum | 44 | 0.22 | 0.17 | 0.21 | 0.29 | 0.00 | 0.26 | 0.59 | 0.51 | 0.57 |\n| macrophage | 47 | 0.90 | 0.92 | 0.93 | 0.85 | 0.00 | 0.93 | 0.93 | 0.95 | 0.95 |\n| enteroendocrine cell of small intestine | 19 | 0.86 | 0.86 | 0.86 | 0.86 | 0.00 | 0.74 | 0.86 | 0.80 | 0.84 |\n| mast cell | 25 | 0.98 | 1.00 | 1.00 | 1.00 | 0.00 | 1.00 | 1.00 | 1.00 | 1.00 |\n| natural killer cell | 18 | 0.00 | 0.23 | 0.24 | 0.21 | 0.00 | 0.24 | 0.20 | 0.37 | 0.23 |\n| enteroglial cell | 19 | 0.92 | 0.92 | 0.89 | 0.83 | 0.00 | 0.92 | 0.97 | 0.95 | 0.97 |\n| endothelial cell of arteriole | 17 | 0.97 | 1.00 | 0.79 | 0.67 | 0.00 | 0.86 | 1.00 | 0.91 | 1.00 |\n| gamma-delta T cell | 12 | 0.71 | 0.64 | 0.67 | 0.18 | 0.00 | 0.56 | 0.62 | 0.69 | 0.69 |\n| naive thymus-derived CD4-positive, alpha-beta T cell | 6 | 0.00 | 0.67 | 0.25 | 0.00 | 0.00 | 0.55 | 0.52 | 0.56 | 0.60 |\n| monocyte | 8 | 0.76 | 0.89 | 0.86 | 0.46 | 0.00 | 0.76 | 0.82 | 1.00 | 1.00 |\n| neutrophil | 5 | 0.43 | 0.67 | 0.46 | 0.44 | 0.00 | 0.67 | 0.80 | 0.80 | 0.67 |\n| endothelial cell of lymphatic vessel | 7 | 1.00 | 1.00 | 1.00 | 0.80 | 0.00 | 0.88 | 1.00 | 1.00 | 1.00 |\n| endothelial cell of venule | 6 | 0.83 | 0.92 | 0.67 | 0.22 | 0.00 | 0.83 | 1.00 | 0.80 | 0.92 |\n| myofibroblast cell | 7 | 0.60 | 1.00 | 1.00 | 0.60 | 0.00 | 0.92 | 1.00 | 1.00 | 1.00 |\n| transit amplifying cell of small intestine | 1 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 |\n| innate lymphoid cell | 3 | 0.57 | 0.67 | 0.80 | 0.57 | 0.00 | 0.55 | 0.00 | 0.50 | 0.80 |\n| pericyte | 3 | 0.40 | 1.00 | 1.00 | 0.00 | 0.00 | 0.60 | 1.00 | 1.00 | 1.00 |\n| regulatory T cell | 3 | 0.00 | 0.80 | 0.00 | 0.00 | 0.00 | 0.50 | 0.00 | 0.50 | 0.00 |\n| myeloid dendritic cell | 0 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 |",
+    "ref_accuracy": "| Cell Type | N cells |  celltypist |  knn bbknn |  knn harmony |  knn on scvi |  onclass |  scanvi |  svm |  xgboost | Consensus Prediction |\n| --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- |\n| enterocyte of epithelium proper of duodenum | 12138 | 0.91 | 0.90 | 0.95 | 0.86 | 0.00 | 0.90 | 0.91 | 0.93 | 0.96 |\n| enterocyte of epithelium proper of ileum | 5864 | 0.97 | 0.95 | 0.95 | 0.72 | 0.00 | 0.94 | 0.98 | 0.98 | 0.99 |\n| CD4-positive, alpha-beta T cell | 4621 | 0.91 | 0.89 | 0.95 | 0.85 | 0.00 | 0.90 | 0.91 | 0.92 | 0.95 |\n| CD8-positive, alpha-beta T cell | 3127 | 0.84 | 0.75 | 0.92 | 0.71 | 0.00 | 0.83 | 0.84 | 0.87 | 0.93 |\n| small intestine goblet cell | 1831 | 0.93 | 0.94 | 0.96 | 0.88 | 0.00 | 0.89 | 0.94 | 0.94 | 0.95 |\n| paneth cell of epithelium of small intestine | 1664 | 0.70 | 0.71 | 0.82 | 0.78 | 0.00 | 0.61 | 0.72 | 0.79 | 0.83 |\n| enterocyte of epithelium proper of small intestine | 1263 | 0.58 | 0.44 | 0.81 | 0.76 | 0.00 | 0.81 | 0.80 | 0.85 | 0.88 |\n| activated CD8-positive, alpha-beta T cell | 1039 | 0.70 | 0.38 | 0.91 | 0.77 | 0.00 | 0.81 | 0.78 | 0.84 | 0.90 |\n| plasma cell | 743 | 0.99 | 0.98 | 0.99 | 0.99 | 0.00 | 0.98 | 0.98 | 0.99 | 0.99 |\n| B cell | 704 | 0.99 | 0.99 | 0.99 | 0.99 | 0.00 | 0.99 | 0.99 | 0.99 | 0.99 |\n| intestinal crypt stem cell of small intestine | 533 | 0.35 | 0.43 | 0.54 | 0.49 | 0.00 | 0.34 | 0.62 | 0.66 | 0.67 |\n| activated CD4-positive, alpha-beta T cell | 504 | 0.46 | 0.34 | 0.73 | 0.46 | 0.00 | 0.51 | 0.63 | 0.65 | 0.76 |\n| fibroblast | 447 | 0.97 | 0.98 | 0.98 | 0.96 | 0.00 | 0.97 | 0.99 | 0.98 | 0.98 |\n| intestinal tuft cell | 399 | 0.96 | 0.97 | 0.97 | 0.97 | 0.00 | 0.96 | 0.99 | 0.99 | 0.98 |\n| enterocyte of epithelium proper of jejunum | 361 | 0.24 | 0.01 | 0.80 | 0.39 | 0.00 | 0.79 | 0.58 | 0.53 | 0.80 |\n| macrophage | 319 | 0.86 | 0.92 | 0.93 | 0.90 | 0.00 | 0.98 | 0.99 | 0.98 | 0.98 |\n| enteroendocrine cell of small intestine | 245 | 0.91 | 0.91 | 0.93 | 0.86 | 0.00 | 0.88 | 0.93 | 0.94 | 0.94 |\n| mast cell | 225 | 0.95 | 0.97 | 0.98 | 0.98 | 0.00 | 0.98 | 0.98 | 0.98 | 0.98 |\n| natural killer cell | 143 | 0.00 | 0.18 | 0.48 | 0.29 | 0.00 | 0.67 | 0.81 | 0.85 | 0.87 |\n| enteroglial cell | 123 | 0.93 | 0.93 | 0.96 | 0.87 | 0.00 | 0.97 | 0.99 | 0.99 | 0.98 |\n| endothelial cell of arteriole | 115 | 0.95 | 0.95 | 0.90 | 0.81 | 0.00 | 0.91 | 0.98 | 1.00 | 0.99 |\n| gamma-delta T cell | 109 | 0.71 | 0.67 | 0.79 | 0.61 | 0.00 | 0.89 | 0.94 | 0.95 | 0.96 |\n| naive thymus-derived CD4-positive, alpha-beta T cell | 109 | 0.00 | 0.41 | 0.49 | 0.41 | 0.00 | 0.83 | 0.94 | 0.91 | 0.77 |\n| monocyte | 70 | 0.74 | 0.87 | 0.81 | 0.66 | 0.00 | 0.81 | 1.00 | 1.00 | 0.99 |\n| neutrophil | 72 | 0.69 | 0.77 | 0.80 | 0.71 | 0.00 | 0.89 | 0.99 | 0.99 | 0.96 |\n| endothelial cell of lymphatic vessel | 66 | 0.98 | 0.98 | 0.99 | 0.83 | 0.00 | 0.96 | 0.99 | 0.99 | 0.99 |\n| endothelial cell of venule | 46 | 0.89 | 0.88 | 0.81 | 0.48 | 0.00 | 0.95 | 0.96 | 0.96 | 0.95 |\n| myofibroblast cell | 44 | 0.75 | 0.96 | 0.96 | 0.67 | 0.00 | 0.97 | 0.97 | 0.96 | 0.96 |\n| transit amplifying cell of small intestine | 33 | 0.00 | 0.00 | 0.54 | 0.05 | 0.00 | 0.40 | 0.92 | 0.89 | 0.90 |\n| innate lymphoid cell | 31 | 0.55 | 0.59 | 0.71 | 0.67 | 0.00 | 0.82 | 0.97 | 1.00 | 0.97 |\n| pericyte | 21 | 0.55 | 0.98 | 0.95 | 0.50 | 0.00 | 0.79 | 1.00 | 1.00 | 0.98 |\n| regulatory T cell | 12 | 0.00 | 0.40 | 0.40 | 0.00 | 0.00 | 0.89 | 1.00 | 1.00 | 0.80 |\n| myeloid dendritic cell | 11 | 0.00 | 0.50 | 0.59 | 0.63 | 0.00 | 0.76 | 1.00 | 1.00 | 0.95 |"
 }

celltypist.pkl

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 version https://git-lfs.github.com/spec/v1
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+oid sha256:1bfb42c74d7e5d417fd3e2c275f2717dc4b9e323a3260c5622d75f1a089a5495
 size 698305

harmony_knn_classifier.joblib

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 version https://git-lfs.github.com/spec/v1
-oid sha256:00f92d6d843366a53d32e0c87af63fba69ea5e48486963f6512fa1d666307203
-size 28471541
+oid sha256:782160a645af17abf1b15e3d2ad9675cf8911cc51ed8c4f7e08cc6e0832363d2
+size 28498866

preprocessing.json

@@ -5,6 +5,7 @@
         "ENSG00000001461",
         "ENSG00000002587",
         "ENSG00000002822",
+        "ENSG00000002919",
         "ENSG00000003096",
         "ENSG00000003137",
         "ENSG00000003509",
@@ -34,6 +35,7 @@
         "ENSG00000007384",
         "ENSG00000007516",
         "ENSG00000007541",
+        "ENSG00000007933",
         "ENSG00000007968",
         "ENSG00000008118",
         "ENSG00000008226",
@@ -42,7 +44,6 @@
         "ENSG00000008300",
         "ENSG00000008394",
         "ENSG00000008516",
-        "ENSG00000008735",
         "ENSG00000009830",
         "ENSG00000010165",
         "ENSG00000010219",
@@ -77,6 +78,7 @@
         "ENSG00000018625",
         "ENSG00000018869",
         "ENSG00000019102",
+        "ENSG00000019144",
         "ENSG00000019485",
         "ENSG00000019582",
         "ENSG00000019991",
@@ -84,7 +86,6 @@
         "ENSG00000021645",
         "ENSG00000021762",
         "ENSG00000022267",
-        "ENSG00000022556",
         "ENSG00000023041",
         "ENSG00000023191",
         "ENSG00000023445",
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         "ENSG00000038427",
         "ENSG00000038945",
         "ENSG00000039987",
-        "ENSG00000040531",
         "ENSG00000041880",
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@@ -222,6 +222,7 @@
         "ENSG00000067191",
         "ENSG00000067221",
         "ENSG00000067560",
+        "ENSG00000068001",
         "ENSG00000068079",
         "ENSG00000068697",
         "ENSG00000068971",
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         "ENSG00000069122",
         "ENSG00000069702",
         "ENSG00000069812",
-        "ENSG00000069943",
         "ENSG00000070182",
         "ENSG00000070190",
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@@ -283,6 +283,7 @@
         "ENSG00000078081",
         "ENSG00000078098",
         "ENSG00000078177",
+        "ENSG00000078237",
         "ENSG00000078401",
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         "ENSG00000084092",
         "ENSG00000084110",
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+        "ENSG00000084444",
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         "ENSG00000084734",
         "ENSG00000084774",
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         "ENSG00000085465",
         "ENSG00000085514",
         "ENSG00000085733",
+        "ENSG00000085978",
         "ENSG00000085999",
         "ENSG00000086061",
         "ENSG00000086102",
@@ -332,7 +335,6 @@
         "ENSG00000086548",
         "ENSG00000086598",
         "ENSG00000086730",
-        "ENSG00000086967",
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         "ENSG00000087076",
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         "ENSG00000096088",
         "ENSG00000096093",
         "ENSG00000096384",
+        "ENSG00000096654",
         "ENSG00000096968",
         "ENSG00000097046",
         "ENSG00000099250",
@@ -433,6 +436,7 @@
         "ENSG00000100056",
         "ENSG00000100060",
         "ENSG00000100068",
+        "ENSG00000100097",
         "ENSG00000100116",
         "ENSG00000100150",
         "ENSG00000100206",
@@ -497,6 +501,7 @@
         "ENSG00000101298",
         "ENSG00000101336",
         "ENSG00000101361",
+        "ENSG00000101384",
         "ENSG00000101391",
         "ENSG00000101439",
         "ENSG00000101442",
@@ -509,6 +514,7 @@
         "ENSG00000101842",
         "ENSG00000101850",
         "ENSG00000101868",
+        "ENSG00000101888",
         "ENSG00000101938",
         "ENSG00000101945",
         "ENSG00000101955",
@@ -531,6 +537,7 @@
         "ENSG00000102547",
         "ENSG00000102678",
         "ENSG00000102755",
+        "ENSG00000102760",
         "ENSG00000102786",
         "ENSG00000102802",
         "ENSG00000102804",
@@ -561,12 +568,12 @@
         "ENSG00000103335",
         "ENSG00000103343",
         "ENSG00000103351",
+        "ENSG00000103356",
         "ENSG00000103365",
         "ENSG00000103404",
         "ENSG00000103423",
         "ENSG00000103496",
         "ENSG00000103507",
-        "ENSG00000103528",
         "ENSG00000103591",
         "ENSG00000103707",
         "ENSG00000103710",
@@ -701,7 +708,6 @@
         "ENSG00000108691",
         "ENSG00000108733",
         "ENSG00000108771",
-        "ENSG00000108797",
         "ENSG00000108798",
         "ENSG00000108821",
         "ENSG00000108839",
@@ -737,7 +743,6 @@
         "ENSG00000110442",
         "ENSG00000110448",
         "ENSG00000110455",
-        "ENSG00000110492",
         "ENSG00000110651",
         "ENSG00000110723",
         "ENSG00000110799",
@@ -782,6 +787,7 @@
         "ENSG00000111669",
         "ENSG00000111674",
         "ENSG00000111679",
+        "ENSG00000111732",
         "ENSG00000111799",
         "ENSG00000111817",
         "ENSG00000111886",
@@ -904,7 +910,6 @@
         "ENSG00000116514",
         "ENSG00000116525",
         "ENSG00000116544",
-        "ENSG00000116691",
         "ENSG00000116698",
         "ENSG00000116701",
         "ENSG00000116741",
@@ -957,7 +962,6 @@
         "ENSG00000118271",
         "ENSG00000118402",
         "ENSG00000118407",
-        "ENSG00000118473",
         "ENSG00000118496",
         "ENSG00000118503",
         "ENSG00000118514",
@@ -1000,6 +1004,7 @@
         "ENSG00000120008",
         "ENSG00000120051",
         "ENSG00000120075",
+        "ENSG00000120093",
         "ENSG00000120129",
         "ENSG00000120160",
         "ENSG00000120217",
@@ -1011,6 +1016,7 @@
         "ENSG00000120334",
         "ENSG00000120438",
         "ENSG00000120440",
+        "ENSG00000120645",
         "ENSG00000120662",
         "ENSG00000120694",
         "ENSG00000120696",
@@ -1029,6 +1035,7 @@
         "ENSG00000121297",
         "ENSG00000121316",
         "ENSG00000121417",
+        "ENSG00000121446",
         "ENSG00000121577",
         "ENSG00000121594",
         "ENSG00000121769",
@@ -1131,7 +1138,6 @@
         "ENSG00000125538",
         "ENSG00000125633",
         "ENSG00000125703",
-        "ENSG00000125733",
         "ENSG00000125735",
         "ENSG00000125740",
         "ENSG00000125810",
@@ -1204,11 +1210,9 @@
         "ENSG00000128604",
         "ENSG00000128606",
         "ENSG00000128656",
-        "ENSG00000128694",
         "ENSG00000128815",
         "ENSG00000128833",
         "ENSG00000128849",
-        "ENSG00000128872",
         "ENSG00000128881",
         "ENSG00000128917",
         "ENSG00000128944",
@@ -1332,6 +1336,7 @@
         "ENSG00000132825",
         "ENSG00000132854",
         "ENSG00000133059",
+        "ENSG00000133083",
         "ENSG00000133116",
         "ENSG00000133119",
         "ENSG00000133169",
@@ -1363,7 +1368,6 @@
         "ENSG00000134201",
         "ENSG00000134202",
         "ENSG00000134240",
-        "ENSG00000134247",
         "ENSG00000134250",
         "ENSG00000134253",
         "ENSG00000134285",
@@ -1449,11 +1453,9 @@
         "ENSG00000136449",
         "ENSG00000136478",
         "ENSG00000136492",
-        "ENSG00000136531",
         "ENSG00000136541",
         "ENSG00000136542",
         "ENSG00000136546",
-        "ENSG00000136628",
         "ENSG00000136630",
         "ENSG00000136634",
         "ENSG00000136826",
@@ -1463,6 +1465,7 @@
         "ENSG00000136859",
         "ENSG00000136869",
         "ENSG00000136872",
+        "ENSG00000136881",
         "ENSG00000136943",
         "ENSG00000136960",
         "ENSG00000136982",
@@ -1505,7 +1508,6 @@
         "ENSG00000137825",
         "ENSG00000137841",
         "ENSG00000137857",
-        "ENSG00000137875",
         "ENSG00000137877",
         "ENSG00000137959",
         "ENSG00000137962",
@@ -1529,6 +1531,7 @@
         "ENSG00000138316",
         "ENSG00000138336",
         "ENSG00000138356",
+        "ENSG00000138363",
         "ENSG00000138375",
         "ENSG00000138413",
         "ENSG00000138435",
@@ -1578,9 +1581,9 @@
         "ENSG00000139651",
         "ENSG00000139668",
         "ENSG00000139679",
+        "ENSG00000139719",
         "ENSG00000139734",
         "ENSG00000139737",
-        "ENSG00000139832",
         "ENSG00000139874",
         "ENSG00000139910",
         "ENSG00000139926",
@@ -1602,7 +1605,6 @@
         "ENSG00000140474",
         "ENSG00000140481",
         "ENSG00000140511",
-        "ENSG00000140534",
         "ENSG00000140538",
         "ENSG00000140543",
         "ENSG00000140678",
@@ -1683,6 +1685,7 @@
         "ENSG00000143450",
         "ENSG00000143458",
         "ENSG00000143479",
+        "ENSG00000143494",
         "ENSG00000143498",
         "ENSG00000143603",
         "ENSG00000143621",
@@ -1717,6 +1720,7 @@
         "ENSG00000144485",
         "ENSG00000144589",
         "ENSG00000144597",
+        "ENSG00000144642",
         "ENSG00000144647",
         "ENSG00000144649",
         "ENSG00000144712",
@@ -1724,6 +1728,7 @@
         "ENSG00000144810",
         "ENSG00000144815",
         "ENSG00000144821",
+        "ENSG00000144824",
         "ENSG00000144843",
         "ENSG00000144867",
         "ENSG00000144891",
@@ -1779,7 +1784,6 @@
         "ENSG00000146701",
         "ENSG00000146729",
         "ENSG00000146733",
-        "ENSG00000146858",
         "ENSG00000146859",
         "ENSG00000146909",
         "ENSG00000146950",
@@ -1839,6 +1843,7 @@
         "ENSG00000149182",
         "ENSG00000149243",
         "ENSG00000149292",
+        "ENSG00000149294",
         "ENSG00000149308",
         "ENSG00000149313",
         "ENSG00000149328",
@@ -1855,9 +1860,10 @@
         "ENSG00000149679",
         "ENSG00000149792",
         "ENSG00000149922",
+        "ENSG00000149927",
         "ENSG00000149968",
         "ENSG00000149970",
-        "ENSG00000150456",
+        "ENSG00000150201",
         "ENSG00000150457",
         "ENSG00000150540",
         "ENSG00000150628",
@@ -1874,6 +1880,7 @@
         "ENSG00000151093",
         "ENSG00000151116",
         "ENSG00000151117",
+        "ENSG00000151164",
         "ENSG00000151176",
         "ENSG00000151338",
         "ENSG00000151364",
@@ -1922,7 +1929,6 @@
         "ENSG00000153132",
         "ENSG00000153201",
         "ENSG00000153234",
-        "ENSG00000153291",
         "ENSG00000153395",
         "ENSG00000153446",
         "ENSG00000153531",
@@ -2030,7 +2036,6 @@
         "ENSG00000157578",
         "ENSG00000157593",
         "ENSG00000157625",
-        "ENSG00000157653",
         "ENSG00000157657",
         "ENSG00000157693",
         "ENSG00000157765",
@@ -2044,6 +2049,7 @@
         "ENSG00000158163",
         "ENSG00000158220",
         "ENSG00000158246",
+        "ENSG00000158258",
         "ENSG00000158270",
         "ENSG00000158352",
         "ENSG00000158516",
@@ -2093,7 +2099,6 @@
         "ENSG00000160219",
         "ENSG00000160233",
         "ENSG00000160255",
-        "ENSG00000160298",
         "ENSG00000160299",
         "ENSG00000160305",
         "ENSG00000160307",
@@ -2114,7 +2119,6 @@
         "ENSG00000160870",
         "ENSG00000160888",
         "ENSG00000160959",
-        "ENSG00000160961",
         "ENSG00000160993",
         "ENSG00000161031",
         "ENSG00000161057",
@@ -2185,7 +2189,7 @@
         "ENSG00000163138",
         "ENSG00000163141",
         "ENSG00000163171",
-        "ENSG00000163257",
+        "ENSG00000163239",
         "ENSG00000163288",
         "ENSG00000163291",
         "ENSG00000163312",
@@ -2221,6 +2225,7 @@
         "ENSG00000163596",
         "ENSG00000163618",
         "ENSG00000163632",
+        "ENSG00000163637",
         "ENSG00000163655",
         "ENSG00000163666",
         "ENSG00000163683",
@@ -2232,7 +2237,6 @@
         "ENSG00000163743",
         "ENSG00000163751",
         "ENSG00000163794",
-        "ENSG00000163795",
         "ENSG00000163803",
         "ENSG00000163815",
         "ENSG00000163820",
@@ -2261,6 +2265,7 @@
         "ENSG00000164117",
         "ENSG00000164120",
         "ENSG00000164125",
+        "ENSG00000164171",
         "ENSG00000164176",
         "ENSG00000164197",
         "ENSG00000164220",
@@ -2336,7 +2341,6 @@
         "ENSG00000165699",
         "ENSG00000165702",
         "ENSG00000165795",
-        "ENSG00000165819",
         "ENSG00000165832",
         "ENSG00000165868",
         "ENSG00000165886",
@@ -2383,6 +2387,7 @@
         "ENSG00000166592",
         "ENSG00000166598",
         "ENSG00000166682",
+        "ENSG00000166704",
         "ENSG00000166710",
         "ENSG00000166741",
         "ENSG00000166743",
@@ -2391,6 +2396,7 @@
         "ENSG00000166788",
         "ENSG00000166793",
         "ENSG00000166803",
+        "ENSG00000166813",
         "ENSG00000166816",
         "ENSG00000166819",
         "ENSG00000166821",
@@ -2405,6 +2411,7 @@
         "ENSG00000166927",
         "ENSG00000166938",
         "ENSG00000166963",
+        "ENSG00000166971",
         "ENSG00000166984",
         "ENSG00000166997",
         "ENSG00000167034",
@@ -2460,6 +2467,7 @@
         "ENSG00000168016",
         "ENSG00000168026",
         "ENSG00000168060",
+        "ENSG00000168077",
         "ENSG00000168078",
         "ENSG00000168079",
         "ENSG00000168096",
@@ -2500,7 +2508,6 @@
         "ENSG00000169019",
         "ENSG00000169031",
         "ENSG00000169071",
-        "ENSG00000169083",
         "ENSG00000169105",
         "ENSG00000169116",
         "ENSG00000169118",
@@ -2561,10 +2568,12 @@
         "ENSG00000170322",
         "ENSG00000170323",
         "ENSG00000170345",
+        "ENSG00000170364",
         "ENSG00000170379",
         "ENSG00000170381",
         "ENSG00000170382",
         "ENSG00000170421",
+        "ENSG00000170425",
         "ENSG00000170445",
         "ENSG00000170458",
         "ENSG00000170464",
@@ -2591,11 +2600,9 @@
         "ENSG00000171307",
         "ENSG00000171345",
         "ENSG00000171443",
-        "ENSG00000171444",
         "ENSG00000171448",
         "ENSG00000171451",
         "ENSG00000171453",
-        "ENSG00000171488",
         "ENSG00000171617",
         "ENSG00000171631",
         "ENSG00000171747",
@@ -2656,7 +2663,6 @@
         "ENSG00000172955",
         "ENSG00000173040",
         "ENSG00000173068",
-        "ENSG00000173080",
         "ENSG00000173110",
         "ENSG00000173114",
         "ENSG00000173198",
@@ -2668,6 +2674,7 @@
         "ENSG00000173267",
         "ENSG00000173269",
         "ENSG00000173275",
+        "ENSG00000173334",
         "ENSG00000173338",
         "ENSG00000173369",
         "ENSG00000173372",
@@ -2679,11 +2686,9 @@
         "ENSG00000173614",
         "ENSG00000173627",
         "ENSG00000173638",
-        "ENSG00000173681",
         "ENSG00000173706",
         "ENSG00000173809",
         "ENSG00000173825",
-        "ENSG00000173918",
         "ENSG00000173950",
         "ENSG00000174007",
         "ENSG00000174032",
@@ -2735,7 +2740,6 @@
         "ENSG00000175318",
         "ENSG00000175352",
         "ENSG00000175356",
-        "ENSG00000175395",
         "ENSG00000175426",
         "ENSG00000175445",
         "ENSG00000175463",
@@ -2764,6 +2768,7 @@
         "ENSG00000176024",
         "ENSG00000176153",
         "ENSG00000176170",
+        "ENSG00000176244",
         "ENSG00000176401",
         "ENSG00000176435",
         "ENSG00000176563",
@@ -2818,7 +2823,6 @@
         "ENSG00000177932",
         "ENSG00000177943",
         "ENSG00000177946",
-        "ENSG00000177963",
         "ENSG00000177981",
         "ENSG00000177984",
         "ENSG00000178026",
@@ -2836,7 +2840,6 @@
         "ENSG00000178462",
         "ENSG00000178498",
         "ENSG00000178538",
-        "ENSG00000178562",
         "ENSG00000178567",
         "ENSG00000178665",
         "ENSG00000178685",
@@ -2868,6 +2871,7 @@
         "ENSG00000179523",
         "ENSG00000179528",
         "ENSG00000179542",
+        "ENSG00000179593",
         "ENSG00000179598",
         "ENSG00000179627",
         "ENSG00000179698",
@@ -2976,6 +2980,7 @@
         "ENSG00000183134",
         "ENSG00000183137",
         "ENSG00000183150",
+        "ENSG00000183250",
         "ENSG00000183258",
         "ENSG00000183273",
         "ENSG00000183287",
@@ -2985,7 +2990,6 @@
         "ENSG00000183476",
         "ENSG00000183484",
         "ENSG00000183508",
-        "ENSG00000183598",
         "ENSG00000183647",
         "ENSG00000183665",
         "ENSG00000183671",
@@ -2995,7 +2999,6 @@
         "ENSG00000183784",
         "ENSG00000183798",
         "ENSG00000183801",
-        "ENSG00000183808",
         "ENSG00000183813",
         "ENSG00000183856",
         "ENSG00000184009",
@@ -3023,7 +3026,6 @@
         "ENSG00000184502",
         "ENSG00000184530",
         "ENSG00000184557",
-        "ENSG00000184571",
         "ENSG00000184574",
         "ENSG00000184584",
         "ENSG00000184588",
@@ -3058,6 +3060,7 @@
         "ENSG00000185567",
         "ENSG00000185585",
         "ENSG00000185615",
+        "ENSG00000185621",
         "ENSG00000185633",
         "ENSG00000185650",
         "ENSG00000185652",
@@ -3080,6 +3083,7 @@
         "ENSG00000186056",
         "ENSG00000186188",
         "ENSG00000186193",
+        "ENSG00000186212",
         "ENSG00000186265",
         "ENSG00000186272",
         "ENSG00000186283",
@@ -3087,7 +3091,6 @@
         "ENSG00000186340",
         "ENSG00000186377",
         "ENSG00000186416",
-        "ENSG00000186417",
         "ENSG00000186446",
         "ENSG00000186462",
         "ENSG00000186480",
@@ -3121,7 +3124,6 @@
         "ENSG00000187498",
         "ENSG00000187510",
         "ENSG00000187535",
-        "ENSG00000187554",
         "ENSG00000187566",
         "ENSG00000187595",
         "ENSG00000187601",
@@ -3155,14 +3157,13 @@
         "ENSG00000188229",
         "ENSG00000188257",
         "ENSG00000188282",
-        "ENSG00000188295",
-        "ENSG00000188305",
         "ENSG00000188315",
         "ENSG00000188321",
         "ENSG00000188322",
         "ENSG00000188368",
         "ENSG00000188372",
         "ENSG00000188389",
+        "ENSG00000188404",
         "ENSG00000188487",
         "ENSG00000188511",
         "ENSG00000188522",
@@ -3177,14 +3178,13 @@
         "ENSG00000188783",
         "ENSG00000188785",
         "ENSG00000188807",
+        "ENSG00000188820",
         "ENSG00000188827",
         "ENSG00000188848",
-        "ENSG00000188910",
         "ENSG00000188916",
         "ENSG00000188917",
         "ENSG00000188938",
         "ENSG00000188958",
-        "ENSG00000188981",
         "ENSG00000189007",
         "ENSG00000189045",
         "ENSG00000189057",
@@ -3198,7 +3198,6 @@
         "ENSG00000189320",
         "ENSG00000189350",
         "ENSG00000189369",
-        "ENSG00000189377",
         "ENSG00000189430",
         "ENSG00000189431",
         "ENSG00000196074",
@@ -3232,7 +3231,6 @@
         "ENSG00000196466",
         "ENSG00000196497",
         "ENSG00000196505",
-        "ENSG00000196557",
         "ENSG00000196569",
         "ENSG00000196576",
         "ENSG00000196581",
@@ -3247,7 +3245,9 @@
         "ENSG00000196741",
         "ENSG00000196747",
         "ENSG00000196810",
+        "ENSG00000196812",
         "ENSG00000196860",
+        "ENSG00000196867",
         "ENSG00000196878",
         "ENSG00000196890",
         "ENSG00000196924",
@@ -3270,6 +3270,7 @@
         "ENSG00000197249",
         "ENSG00000197253",
         "ENSG00000197256",
+        "ENSG00000197261",
         "ENSG00000197275",
         "ENSG00000197279",
         "ENSG00000197291",
@@ -3314,7 +3315,6 @@
         "ENSG00000197937",
         "ENSG00000197951",
         "ENSG00000198015",
-        "ENSG00000198039",
         "ENSG00000198056",
         "ENSG00000198074",
         "ENSG00000198081",
@@ -3328,7 +3328,6 @@
         "ENSG00000198208",
         "ENSG00000198270",
         "ENSG00000198315",
-        "ENSG00000198331",
         "ENSG00000198336",
         "ENSG00000198440",
         "ENSG00000198453",
@@ -3345,7 +3344,6 @@
         "ENSG00000198610",
         "ENSG00000198670",
         "ENSG00000198680",
-        "ENSG00000198689",
         "ENSG00000198691",
         "ENSG00000198700",
         "ENSG00000198712",
@@ -3362,7 +3360,6 @@
         "ENSG00000198796",
         "ENSG00000198797",
         "ENSG00000198804",
-        "ENSG00000198805",
         "ENSG00000198826",
         "ENSG00000198829",
         "ENSG00000198830",
@@ -3390,10 +3387,10 @@
         "ENSG00000203697",
         "ENSG00000203747",
         "ENSG00000203797",
+        "ENSG00000203867",
         "ENSG00000203872",
         "ENSG00000204086",
         "ENSG00000204103",
-        "ENSG00000204161",
         "ENSG00000204252",
         "ENSG00000204257",
         "ENSG00000204271",
@@ -3417,7 +3414,6 @@
         "ENSG00000204616",
         "ENSG00000204618",
         "ENSG00000204713",
-        "ENSG00000204815",
         "ENSG00000204852",
         "ENSG00000204856",
         "ENSG00000204860",
@@ -3448,6 +3444,7 @@
         "ENSG00000206172",
         "ENSG00000206535",
         "ENSG00000206538",
+        "ENSG00000206560",
         "ENSG00000211445",
         "ENSG00000211448",
         "ENSG00000211677",
@@ -3473,7 +3470,6 @@
         "ENSG00000213859",
         "ENSG00000213888",
         "ENSG00000213901",
-        "ENSG00000213906",
         "ENSG00000213965",
         "ENSG00000213988",
         "ENSG00000213995",
@@ -3498,10 +3494,8 @@
         "ENSG00000215424",
         "ENSG00000215883",
         "ENSG00000216490",
-        "ENSG00000218018",
         "ENSG00000221829",
         "ENSG00000221890",
-        "ENSG00000221916",
         "ENSG00000221923",
         "ENSG00000221946",
         "ENSG00000221949",
@@ -3569,6 +3563,7 @@
         "ENSG00000227172",
         "ENSG00000227199",
         "ENSG00000227354",
+        "ENSG00000227492",
         "ENSG00000227502",
         "ENSG00000228253",
         "ENSG00000228293",
@@ -3581,6 +3576,7 @@
         "ENSG00000229043",
         "ENSG00000229056",
         "ENSG00000229111",
+        "ENSG00000229124",
         "ENSG00000229205",
         "ENSG00000229228",
         "ENSG00000229236",
@@ -3603,8 +3599,8 @@
         "ENSG00000231890",
         "ENSG00000231908",
         "ENSG00000231999",
+        "ENSG00000232040",
         "ENSG00000232564",
-        "ENSG00000232591",
         "ENSG00000232613",
         "ENSG00000232650",
         "ENSG00000232656",
@@ -3613,7 +3609,6 @@
         "ENSG00000232756",
         "ENSG00000232803",
         "ENSG00000232810",
-        "ENSG00000232874",
         "ENSG00000232912",
         "ENSG00000233070",
         "ENSG00000233101",
@@ -3684,6 +3679,7 @@
         "ENSG00000237753",
         "ENSG00000237819",
         "ENSG00000237986",
+        "ENSG00000238113",
         "ENSG00000238197",
         "ENSG00000238198",
         "ENSG00000239219",
@@ -3692,7 +3688,7 @@
         "ENSG00000239523",
         "ENSG00000239697",
         "ENSG00000239887",
-        "ENSG00000240063",
+        "ENSG00000239911",
         "ENSG00000240204",
         "ENSG00000240211",
         "ENSG00000240288",
@@ -3749,10 +3745,10 @@
         "ENSG00000246859",
         "ENSG00000246898",
         "ENSG00000247081",
+        "ENSG00000247157",
         "ENSG00000247572",
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