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OnClass.data-00000-of-00001 +1 -1
OnClass.index +0 -0
OnClass.meta +0 -0
OnClass.npz +2 -2
accuracies.json +2 -2
celltypist.pkl +1 -1
harmony_knn_classifier.joblib +2 -2
popv_output/predictions.csv +0 -0
preprocessing.json +291 -291
pynndescent_index.joblib +2 -2
scanvi/model.pt +1 -1
scvi/model.pt +1 -1
scvi_knn_classifier.joblib +2 -2
svm_classifier.joblib +1 -1
svm_classifier_cuml.joblib +1 -1
xgboost_classifier.model +2 -2

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OnClass.meta CHANGED Viewed

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accuracies.json CHANGED Viewed

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 {
-    "query_accuracy": "| Cell Type | N cells |  celltypist |  knn bbknn |  knn harmony |  knn on scvi |  onclass |  scanvi |  svm |  xgboost | Consensus Prediction |\n| --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- |\n| fibroblast | 681 | 0.97 | 0.75 | 0.97 | 0.92 | 0.00 | 0.89 | 0.94 | 0.94 | 0.97 |\n| endothelial cell | 420 | 0.98 | 0.99 | 0.98 | 0.99 | 0.00 | 0.99 | 0.99 | 0.99 | 0.99 |\n| vascular associated smooth muscle cell | 381 | 0.71 | 0.30 | 0.82 | 0.73 | 0.00 | 0.68 | 0.64 | 0.69 | 0.77 |\n| epithelial cell of uterus | 147 | 0.97 | 0.96 | 0.97 | 0.87 | 0.00 | 0.97 | 1.00 | 0.97 | 0.98 |\n| CD8-positive, alpha-beta T cell | 131 | 0.81 | 0.86 | 0.87 | 0.70 | 0.00 | 0.77 | 0.80 | 0.81 | 0.86 |\n| pericyte | 101 | 0.44 | 0.31 | 0.27 | 0.30 | 0.00 | 0.46 | 0.46 | 0.45 | 0.48 |\n| macrophage | 93 | 0.98 | 0.96 | 0.95 | 0.93 | 0.00 | 0.93 | 0.98 | 0.98 | 0.98 |\n| myometrial cell | 83 | 0.86 | 0.00 | 0.83 | 0.58 | 0.00 | 0.78 | 0.71 | 0.79 | 0.85 |\n| CD4-positive, alpha-beta T cell | 53 | 0.75 | 0.79 | 0.86 | 0.29 | 0.00 | 0.77 | 0.81 | 0.84 | 0.83 |\n| ciliated epithelial cell | 33 | 0.95 | 0.88 | 0.95 | 0.47 | 0.00 | 0.88 | 0.98 | 0.98 | 0.95 |\n| mature NK T cell | 24 | 0.66 | 0.60 | 0.68 | 0.17 | 0.00 | 0.59 | 0.66 | 0.59 | 0.73 |\n| neutrophil | 13 | 0.90 | 0.89 | 0.77 | 0.60 | 0.00 | 0.81 | 0.92 | 1.00 | 0.96 |\n| myofibroblast cell | 18 | 0.00 | 0.00 | 0.09 | 0.00 | 0.00 | 0.17 | 0.17 | 0.25 | 0.00 |\n| natural killer cell | 5 | 0.00 | 0.00 | 0.33 | 0.00 | 0.00 | 0.00 | 0.18 | 0.00 | 0.00 |\n| mast cell | 6 | 0.92 | 0.92 | 0.83 | 0.77 | 0.00 | 1.00 | 0.92 | 0.80 | 0.92 |\n| B cell | 4 | 0.60 | 0.75 | 0.75 | 0.89 | 0.00 | 0.75 | 1.00 | 1.00 | 0.89 |\n| T cell | 4 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 |\n| monocyte | 1 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.25 | 0.00 | 0.00 | 0.00 |\n| plasma cell | 2 | 0.00 | 0.00 | 0.50 | 0.67 | 0.00 | 1.00 | 1.00 | 1.00 | 1.00 |\n| skeletal muscle satellite stem cell | 1 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 |\n| endothelial cell of lymphatic vessel | 0 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 |\n| innate lymphoid cell | 1 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 |\n| intermediate monocyte | 0 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 |\n| adventitial cell | 0 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 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 |\n| epithelial fate stem cell | 0 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 |\n| regulatory T 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| fibroblast | 5912 | 0.97 | 0.71 | 0.98 | 0.95 | 0.00 | 0.91 | 0.95 | 0.96 | 0.98 |\n| endothelial cell | 4277 | 0.98 | 0.98 | 0.99 | 0.99 | 0.00 | 0.98 | 0.99 | 0.99 | 1.00 |\n| vascular associated smooth muscle cell | 3214 | 0.67 | 0.08 | 0.86 | 0.82 | 0.00 | 0.73 | 0.68 | 0.73 | 0.80 |\n| epithelial cell of uterus | 1270 | 0.98 | 0.95 | 0.99 | 0.95 | 0.00 | 0.98 | 0.99 | 0.97 | 0.99 |\n| CD8-positive, alpha-beta T cell | 1210 | 0.84 | 0.84 | 0.90 | 0.82 | 0.00 | 0.89 | 0.94 | 0.95 | 0.93 |\n| pericyte | 932 | 0.45 | 0.27 | 0.52 | 0.47 | 0.00 | 0.50 | 0.54 | 0.57 | 0.62 |\n| macrophage | 836 | 0.96 | 0.94 | 0.97 | 0.94 | 0.00 | 0.95 | 0.98 | 0.98 | 0.97 |\n| myometrial cell | 834 | 0.85 | 0.00 | 0.88 | 0.68 | 0.00 | 0.81 | 0.79 | 0.87 | 0.90 |\n| CD4-positive, alpha-beta T cell | 385 | 0.74 | 0.69 | 0.83 | 0.53 | 0.00 | 0.87 | 0.92 | 0.94 | 0.90 |\n| ciliated epithelial cell | 287 | 0.97 | 0.91 | 0.99 | 0.77 | 0.00 | 0.96 | 0.99 | 0.98 | 0.99 |\n| mature NK T cell | 183 | 0.66 | 0.47 | 0.78 | 0.39 | 0.00 | 0.70 | 0.86 | 0.90 | 0.88 |\n| neutrophil | 90 | 0.87 | 0.87 | 0.94 | 0.73 | 0.00 | 0.82 | 0.99 | 0.97 | 0.96 |\n| myofibroblast cell | 83 | 0.00 | 0.00 | 0.21 | 0.07 | 0.00 | 0.23 | 0.38 | 0.49 | 0.30 |\n| natural killer cell | 87 | 0.26 | 0.06 | 0.44 | 0.32 | 0.00 | 0.76 | 0.90 | 0.87 | 0.75 |\n| mast cell | 59 | 0.94 | 0.92 | 0.96 | 0.88 | 0.00 | 0.96 | 0.97 | 0.94 | 0.97 |\n| B cell | 46 | 0.79 | 0.86 | 0.97 | 0.89 | 0.00 | 1.00 | 1.00 | 1.00 | 1.00 |\n| T cell | 43 | 0.00 | 0.00 | 0.26 | 0.04 | 0.00 | 0.83 | 0.98 | 0.98 | 0.87 |\n| monocyte | 20 | 0.00 | 0.00 | 0.52 | 0.25 | 0.00 | 0.52 | 0.98 | 1.00 | 0.62 |\n| plasma cell | 17 | 0.00 | 0.00 | 0.97 | 0.62 | 0.00 | 0.87 | 1.00 | 1.00 | 1.00 |\n| skeletal muscle satellite stem cell | 17 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.49 | 0.97 | 0.94 | 1.00 |\n| endothelial cell of lymphatic vessel | 6 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.20 | 0.92 | 1.00 | 0.29 |\n| innate lymphoid cell | 4 | 0.00 | 0.00 | 0.33 | 0.00 | 0.00 | 0.73 | 1.00 | 1.00 | 1.00 |\n| intermediate monocyte | 5 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.57 | 1.00 | 1.00 | 0.00 |\n| adventitial cell | 4 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.13 | 1.00 | 1.00 | 0.00 |\n| myeloid dendritic cell | 2 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.36 | 1.00 | 1.00 | 0.67 |\n| epithelial fate stem cell | 2 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.22 | 1.00 | 1.00 | 1.00 |\n| regulatory T cell | 1 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.67 | 1.00 | 1.00 | 0.00 |"
 }

 {
+    "query_accuracy": "| Cell Type | N cells |  celltypist |  knn bbknn |  knn harmony |  knn on scvi |  onclass |  scanvi |  svm |  xgboost | Consensus Prediction |\n| --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- |\n| fibroblast | 681 | 0.97 | 0.74 | 0.97 | 0.93 | 0.00 | 0.90 | 0.93 | 0.94 | 0.98 |\n| endothelial cell | 437 | 0.99 | 0.98 | 0.98 | 0.99 | 0.00 | 0.98 | 0.99 | 0.99 | 0.99 |\n| vascular associated smooth muscle cell | 365 | 0.69 | 0.25 | 0.82 | 0.75 | 0.00 | 0.70 | 0.58 | 0.65 | 0.75 |\n| epithelial cell of uterus | 153 | 0.99 | 0.98 | 0.97 | 0.94 | 0.00 | 0.96 | 0.98 | 0.96 | 0.99 |\n| CD8-positive, alpha-beta T cell | 137 | 0.84 | 0.88 | 0.89 | 0.75 | 0.00 | 0.73 | 0.79 | 0.87 | 0.88 |\n| pericyte | 109 | 0.43 | 0.29 | 0.34 | 0.27 | 0.00 | 0.43 | 0.36 | 0.40 | 0.44 |\n| macrophage | 95 | 0.97 | 0.96 | 0.95 | 0.94 | 0.00 | 0.95 | 0.97 | 0.97 | 0.96 |\n| myometrial cell | 82 | 0.81 | 0.00 | 0.85 | 0.51 | 0.00 | 0.76 | 0.66 | 0.78 | 0.84 |\n| CD4-positive, alpha-beta T cell | 53 | 0.79 | 0.78 | 0.84 | 0.43 | 0.00 | 0.83 | 0.80 | 0.87 | 0.85 |\n| ciliated epithelial cell | 27 | 1.00 | 0.98 | 0.98 | 0.76 | 0.00 | 0.92 | 1.00 | 1.00 | 1.00 |\n| mature NK T cell | 15 | 0.49 | 0.43 | 0.48 | 0.45 | 0.00 | 0.54 | 0.49 | 0.53 | 0.59 |\n| neutrophil | 8 | 0.74 | 0.86 | 0.80 | 0.62 | 0.00 | 0.67 | 1.00 | 0.88 | 0.88 |\n| myofibroblast cell | 12 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.06 | 0.10 | 0.06 | 0.00 |\n| natural killer cell | 2 | 0.00 | 0.00 | 0.50 | 0.00 | 0.00 | 0.11 | 0.00 | 0.20 | 0.00 |\n| mast cell | 6 | 0.92 | 0.92 | 0.91 | 0.77 | 0.00 | 0.86 | 0.92 | 0.92 | 0.92 |\n| B cell | 6 | 0.73 | 0.80 | 0.91 | 0.60 | 0.00 | 0.77 | 1.00 | 1.00 | 1.00 |\n| T cell | 6 | 0.00 | 0.00 | 0.29 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 |\n| monocyte | 2 | 0.00 | 0.00 | 0.67 | 0.00 | 0.00 | 0.50 | 1.00 | 0.50 | 0.00 |\n| plasma cell | 1 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.50 | 1.00 | 1.00 | 1.00 |\n| skeletal muscle satellite stem cell | 2 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 |\n| endothelial cell of lymphatic vessel | 1 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 |\n| innate lymphoid cell | 1 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 |\n| intermediate monocyte | 1 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 |\n| adventitial cell | 0 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 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 |\n| epithelial fate stem cell | 0 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 |\n| regulatory T 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| fibroblast | 5912 | 0.96 | 0.70 | 0.98 | 0.94 | 0.00 | 0.90 | 0.95 | 0.96 | 0.98 |\n| endothelial cell | 4260 | 0.99 | 0.98 | 0.99 | 0.99 | 0.00 | 0.98 | 0.99 | 0.99 | 1.00 |\n| vascular associated smooth muscle cell | 3230 | 0.66 | 0.06 | 0.86 | 0.82 | 0.00 | 0.74 | 0.68 | 0.72 | 0.81 |\n| epithelial cell of uterus | 1264 | 0.98 | 0.95 | 0.99 | 0.96 | 0.00 | 0.96 | 0.99 | 0.98 | 0.99 |\n| CD8-positive, alpha-beta T cell | 1204 | 0.85 | 0.84 | 0.90 | 0.85 | 0.00 | 0.85 | 0.93 | 0.95 | 0.94 |\n| pericyte | 924 | 0.44 | 0.22 | 0.52 | 0.46 | 0.00 | 0.52 | 0.54 | 0.56 | 0.61 |\n| macrophage | 834 | 0.96 | 0.95 | 0.97 | 0.96 | 0.00 | 0.96 | 0.98 | 0.98 | 0.97 |\n| myometrial cell | 835 | 0.85 | 0.00 | 0.89 | 0.66 | 0.00 | 0.83 | 0.78 | 0.86 | 0.90 |\n| CD4-positive, alpha-beta T cell | 385 | 0.75 | 0.68 | 0.82 | 0.63 | 0.00 | 0.86 | 0.92 | 0.93 | 0.88 |\n| ciliated epithelial cell | 293 | 0.98 | 0.86 | 0.98 | 0.86 | 0.00 | 0.97 | 0.99 | 0.99 | 0.99 |\n| mature NK T cell | 192 | 0.67 | 0.46 | 0.76 | 0.66 | 0.00 | 0.86 | 0.85 | 0.88 | 0.90 |\n| neutrophil | 95 | 0.89 | 0.91 | 0.94 | 0.93 | 0.00 | 0.90 | 0.99 | 0.98 | 0.98 |\n| myofibroblast cell | 89 | 0.00 | 0.00 | 0.21 | 0.12 | 0.00 | 0.20 | 0.42 | 0.53 | 0.33 |\n| natural killer cell | 90 | 0.00 | 0.00 | 0.47 | 0.38 | 0.00 | 0.51 | 0.87 | 0.91 | 0.78 |\n| mast cell | 59 | 0.94 | 0.94 | 0.96 | 0.92 | 0.00 | 0.90 | 0.98 | 0.94 | 0.96 |\n| B cell | 44 | 0.78 | 0.90 | 0.97 | 0.84 | 0.00 | 0.82 | 1.00 | 0.99 | 1.00 |\n| T cell | 41 | 0.00 | 0.00 | 0.24 | 0.13 | 0.00 | 0.55 | 1.00 | 0.99 | 0.85 |\n| monocyte | 19 | 0.00 | 0.00 | 0.43 | 0.00 | 0.00 | 0.77 | 0.95 | 0.97 | 0.48 |\n| plasma cell | 18 | 0.00 | 0.00 | 1.00 | 0.80 | 0.00 | 0.83 | 1.00 | 1.00 | 1.00 |\n| skeletal muscle satellite stem cell | 16 | 0.00 | 0.00 | 0.11 | 0.00 | 0.00 | 0.76 | 0.89 | 1.00 | 0.97 |\n| endothelial cell of lymphatic vessel | 5 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.29 | 0.77 | 1.00 | 0.33 |\n| innate lymphoid cell | 4 | 0.00 | 0.00 | 0.40 | 0.00 | 0.00 | 0.86 | 1.00 | 1.00 | 0.86 |\n| intermediate monocyte | 4 | 0.00 | 0.00 | 0.40 | 0.00 | 0.00 | 0.67 | 1.00 | 1.00 | 0.00 |\n| adventitial cell | 4 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.12 | 1.00 | 0.89 | 0.00 |\n| myeloid dendritic cell | 2 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 1.00 | 1.00 | 1.00 | 0.00 |\n| epithelial fate stem cell | 2 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.17 | 1.00 | 1.00 | 1.00 |\n| regulatory T cell | 1 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.50 | 1.00 | 1.00 | 0.00 |"
 }

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         "ENSG00000072858",
         "ENSG00000073050",
@@ -290,11 +276,11 @@
         "ENSG00000073670",
         "ENSG00000073849",
         "ENSG00000073861",
         "ENSG00000074054",
         "ENSG00000074266",
         "ENSG00000074370",
         "ENSG00000074706",
-        "ENSG00000074755",
         "ENSG00000074800",
         "ENSG00000074935",
         "ENSG00000074966",
@@ -316,6 +302,7 @@
         "ENSG00000076650",
         "ENSG00000076770",
         "ENSG00000077152",
         "ENSG00000077420",
         "ENSG00000077454",
         "ENSG00000077458",
@@ -323,6 +310,7 @@
         "ENSG00000077942",
         "ENSG00000077984",
         "ENSG00000078081",
         "ENSG00000078142",
         "ENSG00000078304",
         "ENSG00000078401",
@@ -333,7 +321,6 @@
         "ENSG00000078687",
         "ENSG00000078699",
         "ENSG00000078814",
-        "ENSG00000079134",
         "ENSG00000079263",
         "ENSG00000079335",
         "ENSG00000079385",
@@ -341,6 +328,8 @@
         "ENSG00000079616",
         "ENSG00000079739",
         "ENSG00000080007",
         "ENSG00000080546",
         "ENSG00000080822",
         "ENSG00000080824",
@@ -352,6 +341,7 @@
         "ENSG00000081237",
         "ENSG00000081320",
         "ENSG00000081665",
         "ENSG00000081985",
         "ENSG00000082074",
         "ENSG00000082146",
@@ -359,6 +349,7 @@
         "ENSG00000082213",
         "ENSG00000082512",
         "ENSG00000083093",
         "ENSG00000083457",
         "ENSG00000083520",
         "ENSG00000083720",
@@ -375,10 +366,9 @@
         "ENSG00000085274",
         "ENSG00000085382",
         "ENSG00000085514",
-        "ENSG00000085563",
         "ENSG00000085644",
-        "ENSG00000085662",
         "ENSG00000085760",
         "ENSG00000085872",
         "ENSG00000085978",
         "ENSG00000086061",
@@ -389,14 +379,16 @@
         "ENSG00000086619",
         "ENSG00000086712",
         "ENSG00000086730",
         "ENSG00000087074",
         "ENSG00000087086",
         "ENSG00000087087",
         "ENSG00000087237",
         "ENSG00000087245",
         "ENSG00000087263",
         "ENSG00000087269",
-        "ENSG00000087299",
         "ENSG00000087586",
         "ENSG00000087589",
         "ENSG00000087995",
@@ -407,6 +399,7 @@
         "ENSG00000088325",
         "ENSG00000088356",
         "ENSG00000088451",
         "ENSG00000088812",
         "ENSG00000088827",
         "ENSG00000088876",
@@ -414,15 +407,13 @@
         "ENSG00000088970",
         "ENSG00000088992",
         "ENSG00000089050",
-        "ENSG00000089053",
         "ENSG00000089060",
         "ENSG00000089127",
-        "ENSG00000089154",
         "ENSG00000089163",
         "ENSG00000089195",
         "ENSG00000089356",
-        "ENSG00000089486",
-        "ENSG00000089639",
         "ENSG00000089685",
         "ENSG00000089692",
         "ENSG00000089723",
@@ -442,8 +433,8 @@
         "ENSG00000091262",
         "ENSG00000091490",
         "ENSG00000091542",
         "ENSG00000091656",
-        "ENSG00000091947",
         "ENSG00000092036",
         "ENSG00000092068",
         "ENSG00000092098",
@@ -469,7 +460,6 @@
         "ENSG00000095261",
         "ENSG00000095303",
         "ENSG00000095485",
-        "ENSG00000095574",
         "ENSG00000095585",
         "ENSG00000095794",
         "ENSG00000095970",
@@ -477,14 +467,15 @@
         "ENSG00000096384",
         "ENSG00000096654",
         "ENSG00000099204",
-        "ENSG00000099308",
         "ENSG00000099337",
         "ENSG00000099377",
         "ENSG00000099617",
-        "ENSG00000099810",
         "ENSG00000099812",
         "ENSG00000099866",
         "ENSG00000099889",
         "ENSG00000099940",
         "ENSG00000099942",
         "ENSG00000099953",
@@ -500,10 +491,8 @@
         "ENSG00000100079",
         "ENSG00000100099",
         "ENSG00000100100",
-        "ENSG00000100104",
         "ENSG00000100105",
         "ENSG00000100109",
-        "ENSG00000100162",
         "ENSG00000100226",
         "ENSG00000100228",
         "ENSG00000100276",
@@ -527,16 +516,13 @@
         "ENSG00000100439",
         "ENSG00000100450",
         "ENSG00000100453",
-        "ENSG00000100461",
         "ENSG00000100479",
         "ENSG00000100483",
         "ENSG00000100532",
         "ENSG00000100558",
         "ENSG00000100580",
-        "ENSG00000100591",
         "ENSG00000100600",
         "ENSG00000100601",
-        "ENSG00000100603",
         "ENSG00000100714",
         "ENSG00000100722",
         "ENSG00000100726",
@@ -554,10 +540,11 @@
         "ENSG00000101017",
         "ENSG00000101019",
         "ENSG00000101057",
         "ENSG00000101082",
         "ENSG00000101109",
         "ENSG00000101138",
-        "ENSG00000101146",
         "ENSG00000101152",
         "ENSG00000101161",
         "ENSG00000101190",
@@ -567,7 +554,6 @@
         "ENSG00000101310",
         "ENSG00000101331",
         "ENSG00000101336",
-        "ENSG00000101337",
         "ENSG00000101347",
         "ENSG00000101391",
         "ENSG00000101407",
@@ -577,6 +563,7 @@
         "ENSG00000101452",
         "ENSG00000101470",
         "ENSG00000101474",
         "ENSG00000101624",
         "ENSG00000101695",
         "ENSG00000101773",
@@ -584,10 +571,10 @@
         "ENSG00000101844",
         "ENSG00000101850",
         "ENSG00000101856",
         "ENSG00000101928",
         "ENSG00000101945",
         "ENSG00000101997",
-        "ENSG00000102032",
         "ENSG00000102034",
         "ENSG00000102043",
         "ENSG00000102048",
@@ -598,6 +585,7 @@
         "ENSG00000102125",
         "ENSG00000102144",
         "ENSG00000102158",
         "ENSG00000102230",
         "ENSG00000102241",
         "ENSG00000102349",
@@ -613,7 +601,6 @@
         "ENSG00000102879",
         "ENSG00000102886",
         "ENSG00000102890",
-        "ENSG00000102900",
         "ENSG00000102904",
         "ENSG00000102924",
         "ENSG00000102967",
@@ -624,12 +611,14 @@
         "ENSG00000103037",
         "ENSG00000103042",
         "ENSG00000103051",
         "ENSG00000103066",
         "ENSG00000103067",
         "ENSG00000103089",
         "ENSG00000103111",
         "ENSG00000103174",
         "ENSG00000103187",
         "ENSG00000103222",
         "ENSG00000103249",
         "ENSG00000103257",
@@ -643,11 +632,11 @@
         "ENSG00000103653",
         "ENSG00000103657",
         "ENSG00000103671",
-        "ENSG00000103742",
         "ENSG00000103811",
         "ENSG00000103876",
         "ENSG00000103932",
         "ENSG00000104043",
         "ENSG00000104133",
         "ENSG00000104140",
         "ENSG00000104147",
@@ -658,6 +647,7 @@
         "ENSG00000104442",
         "ENSG00000104450",
         "ENSG00000104524",
         "ENSG00000104626",
         "ENSG00000104679",
         "ENSG00000104722",
@@ -681,6 +671,7 @@
         "ENSG00000104998",
         "ENSG00000105011",
         "ENSG00000105048",
         "ENSG00000105072",
         "ENSG00000105122",
         "ENSG00000105131",
@@ -694,40 +685,43 @@
         "ENSG00000105223",
         "ENSG00000105246",
         "ENSG00000105255",
-        "ENSG00000105281",
         "ENSG00000105287",
-        "ENSG00000105298",
         "ENSG00000105374",
-        "ENSG00000105383",
         "ENSG00000105447",
         "ENSG00000105486",
-        "ENSG00000105497",
         "ENSG00000105509",
         "ENSG00000105607",
         "ENSG00000105617",
         "ENSG00000105639",
         "ENSG00000105642",
         "ENSG00000105643",
         "ENSG00000105655",
         "ENSG00000105671",
         "ENSG00000105698",
         "ENSG00000105707",
         "ENSG00000105711",
         "ENSG00000105717",
         "ENSG00000105732",
-        "ENSG00000105821",
         "ENSG00000105835",
         "ENSG00000105851",
         "ENSG00000105866",
         "ENSG00000105875",
         "ENSG00000105967",
         "ENSG00000105983",
         "ENSG00000106003",
         "ENSG00000106013",
         "ENSG00000106066",
         "ENSG00000106069",
         "ENSG00000106211",
         "ENSG00000106348",
         "ENSG00000106392",
         "ENSG00000106404",
         "ENSG00000106462",
@@ -748,20 +742,22 @@
         "ENSG00000106993",
         "ENSG00000107099",
         "ENSG00000107485",
-        "ENSG00000107521",
         "ENSG00000107537",
         "ENSG00000107551",
         "ENSG00000107625",
         "ENSG00000107651",
         "ENSG00000107742",
         "ENSG00000107771",
         "ENSG00000107796",
         "ENSG00000107798",
         "ENSG00000107821",
         "ENSG00000107829",
         "ENSG00000107854",
         "ENSG00000107968",
         "ENSG00000108094",
         "ENSG00000108352",
         "ENSG00000108370",
         "ENSG00000108384",
@@ -781,6 +777,7 @@
         "ENSG00000108733",
         "ENSG00000108771",
         "ENSG00000108784",
         "ENSG00000108798",
         "ENSG00000108799",
         "ENSG00000108821",
@@ -793,14 +790,14 @@
         "ENSG00000108960",
         "ENSG00000108984",
         "ENSG00000109063",
         "ENSG00000109084",
-        "ENSG00000109107",
         "ENSG00000109118",
         "ENSG00000109133",
         "ENSG00000109321",
         "ENSG00000109452",
-        "ENSG00000109667",
         "ENSG00000109684",
         "ENSG00000109689",
         "ENSG00000109775",
         "ENSG00000109805",
@@ -833,10 +830,10 @@
         "ENSG00000110851",
         "ENSG00000110871",
         "ENSG00000110876",
         "ENSG00000110906",
         "ENSG00000110934",
         "ENSG00000111012",
-        "ENSG00000111052",
         "ENSG00000111144",
         "ENSG00000111181",
         "ENSG00000111199",
@@ -850,6 +847,7 @@
         "ENSG00000111361",
         "ENSG00000111364",
         "ENSG00000111371",
         "ENSG00000111445",
         "ENSG00000111490",
         "ENSG00000111537",
@@ -859,20 +857,19 @@
         "ENSG00000111653",
         "ENSG00000111664",
         "ENSG00000111665",
-        "ENSG00000111669",
         "ENSG00000111670",
         "ENSG00000111674",
         "ENSG00000111679",
         "ENSG00000111725",
         "ENSG00000111726",
         "ENSG00000111728",
         "ENSG00000111796",
         "ENSG00000111802",
         "ENSG00000111859",
         "ENSG00000111875",
         "ENSG00000111880",
         "ENSG00000111913",
-        "ENSG00000111981",
         "ENSG00000112039",
         "ENSG00000112053",
         "ENSG00000112118",
@@ -883,19 +880,19 @@
         "ENSG00000112167",
         "ENSG00000112200",
         "ENSG00000112245",
         "ENSG00000112297",
         "ENSG00000112299",
         "ENSG00000112339",
         "ENSG00000112343",
         "ENSG00000112367",
         "ENSG00000112592",
         "ENSG00000112659",
         "ENSG00000112679",
         "ENSG00000112697",
         "ENSG00000112742",
-        "ENSG00000112773",
         "ENSG00000112782",
-        "ENSG00000112787",
         "ENSG00000112796",
         "ENSG00000112799",
         "ENSG00000112852",
@@ -903,6 +900,7 @@
         "ENSG00000112877",
         "ENSG00000112996",
         "ENSG00000113088",
         "ENSG00000113140",
         "ENSG00000113161",
         "ENSG00000113209",
@@ -911,19 +909,21 @@
         "ENSG00000113240",
         "ENSG00000113248",
         "ENSG00000113263",
         "ENSG00000113356",
         "ENSG00000113441",
         "ENSG00000113532",
         "ENSG00000113552",
         "ENSG00000113555",
-        "ENSG00000113580",
         "ENSG00000113597",
         "ENSG00000113638",
         "ENSG00000113739",
         "ENSG00000113810",
         "ENSG00000113812",
         "ENSG00000113838",
-        "ENSG00000113851",
         "ENSG00000114013",
         "ENSG00000114054",
         "ENSG00000114378",
@@ -951,9 +951,9 @@
         "ENSG00000115091",
         "ENSG00000115107",
         "ENSG00000115112",
         "ENSG00000115165",
         "ENSG00000115207",
-        "ENSG00000115221",
         "ENSG00000115232",
         "ENSG00000115255",
         "ENSG00000115257",
@@ -961,7 +961,6 @@
         "ENSG00000115282",
         "ENSG00000115290",
         "ENSG00000115295",
-        "ENSG00000115325",
         "ENSG00000115339",
         "ENSG00000115361",
         "ENSG00000115380",
@@ -972,6 +971,7 @@
         "ENSG00000115526",
         "ENSG00000115539",
         "ENSG00000115568",
         "ENSG00000115596",
         "ENSG00000115602",
         "ENSG00000115604",
@@ -988,39 +988,34 @@
         "ENSG00000115902",
         "ENSG00000115947",
         "ENSG00000115956",
-        "ENSG00000116016",
         "ENSG00000116096",
         "ENSG00000116106",
-        "ENSG00000116133",
         "ENSG00000116138",
         "ENSG00000116198",
         "ENSG00000116237",
         "ENSG00000116266",
-        "ENSG00000116299",
         "ENSG00000116396",
         "ENSG00000116489",
         "ENSG00000116497",
-        "ENSG00000116604",
         "ENSG00000116663",
-        "ENSG00000116668",
         "ENSG00000116679",
         "ENSG00000116688",
         "ENSG00000116691",
         "ENSG00000116701",
         "ENSG00000116704",
         "ENSG00000116741",
-        "ENSG00000116747",
         "ENSG00000116750",
         "ENSG00000116771",
         "ENSG00000116786",
         "ENSG00000116809",
         "ENSG00000116824",
         "ENSG00000116830",
-        "ENSG00000116903",
         "ENSG00000116906",
         "ENSG00000116918",
         "ENSG00000116990",
         "ENSG00000117054",
         "ENSG00000117091",
         "ENSG00000117151",
         "ENSG00000117152",
@@ -1042,20 +1037,21 @@
         "ENSG00000117602",
         "ENSG00000117632",
         "ENSG00000117676",
-        "ENSG00000117707",
-        "ENSG00000117748",
         "ENSG00000117751",
         "ENSG00000117758",
         "ENSG00000117984",
         "ENSG00000118004",
         "ENSG00000118137",
         "ENSG00000118162",
         "ENSG00000118197",
         "ENSG00000118260",
         "ENSG00000118276",
         "ENSG00000118308",
-        "ENSG00000118482",
         "ENSG00000118503",
         "ENSG00000118514",
         "ENSG00000118515",
         "ENSG00000118523",
@@ -1067,7 +1063,9 @@
         "ENSG00000118785",
         "ENSG00000118849",
         "ENSG00000118855",
         "ENSG00000119004",
         "ENSG00000119203",
         "ENSG00000119314",
         "ENSG00000119321",
@@ -1075,7 +1073,6 @@
         "ENSG00000119397",
         "ENSG00000119411",
         "ENSG00000119508",
-        "ENSG00000119514",
         "ENSG00000119535",
         "ENSG00000119541",
         "ENSG00000119630",
@@ -1087,19 +1084,16 @@
         "ENSG00000119760",
         "ENSG00000119778",
         "ENSG00000119801",
-        "ENSG00000119865",
-        "ENSG00000119912",
         "ENSG00000119917",
         "ENSG00000119922",
-        "ENSG00000119927",
         "ENSG00000119986",
         "ENSG00000120053",
         "ENSG00000120129",
         "ENSG00000120217",
         "ENSG00000120280",
         "ENSG00000120324",
         "ENSG00000120437",
-        "ENSG00000120526",
         "ENSG00000120539",
         "ENSG00000120662",
         "ENSG00000120685",
@@ -1116,7 +1110,6 @@
         "ENSG00000120915",
         "ENSG00000120948",
         "ENSG00000121005",
-        "ENSG00000121057",
         "ENSG00000121058",
         "ENSG00000121104",
         "ENSG00000121152",
@@ -1138,11 +1131,11 @@
         "ENSG00000121690",
         "ENSG00000121716",
         "ENSG00000121753",
         "ENSG00000121775",
         "ENSG00000121797",
         "ENSG00000121895",
         "ENSG00000121931",
-        "ENSG00000121957",
         "ENSG00000121966",
         "ENSG00000122012",
         "ENSG00000122034",
@@ -1153,10 +1146,12 @@
         "ENSG00000122224",
         "ENSG00000122299",
         "ENSG00000122335",
         "ENSG00000122435",
         "ENSG00000122484",
-        "ENSG00000122550",
         "ENSG00000122592",
         "ENSG00000122679",
         "ENSG00000122696",
         "ENSG00000122756",
@@ -1173,27 +1168,29 @@
         "ENSG00000123178",
         "ENSG00000123191",
         "ENSG00000123240",
-        "ENSG00000123297",
         "ENSG00000123329",
         "ENSG00000123338",
-        "ENSG00000123342",
         "ENSG00000123358",
         "ENSG00000123411",
         "ENSG00000123427",
         "ENSG00000123444",
         "ENSG00000123453",
         "ENSG00000123600",
         "ENSG00000123643",
         "ENSG00000123689",
         "ENSG00000123728",
         "ENSG00000123737",
         "ENSG00000123983",
         "ENSG00000124019",
         "ENSG00000124091",
         "ENSG00000124103",
         "ENSG00000124107",
         "ENSG00000124126",
         "ENSG00000124145",
         "ENSG00000124160",
         "ENSG00000124201",
         "ENSG00000124203",
@@ -1202,22 +1199,19 @@
         "ENSG00000124275",
         "ENSG00000124279",
         "ENSG00000124374",
         "ENSG00000124466",
         "ENSG00000124479",
-        "ENSG00000124508",
         "ENSG00000124532",
         "ENSG00000124596",
         "ENSG00000124659",
-        "ENSG00000124664",
         "ENSG00000124688",
         "ENSG00000124731",
-        "ENSG00000124772",
         "ENSG00000124784",
         "ENSG00000124813",
         "ENSG00000124839",
         "ENSG00000124882",
         "ENSG00000124920",
-        "ENSG00000124935",
         "ENSG00000124939",
         "ENSG00000125089",
         "ENSG00000125122",
@@ -1227,6 +1221,7 @@
         "ENSG00000125245",
         "ENSG00000125319",
         "ENSG00000125337",
         "ENSG00000125384",
         "ENSG00000125430",
         "ENSG00000125447",
@@ -1247,10 +1242,10 @@
         "ENSG00000125726",
         "ENSG00000125735",
         "ENSG00000125741",
         "ENSG00000125772",
-        "ENSG00000125775",
         "ENSG00000125827",
-        "ENSG00000125885",
         "ENSG00000125910",
         "ENSG00000125945",
         "ENSG00000126062",
@@ -1259,7 +1254,6 @@
         "ENSG00000126243",
         "ENSG00000126249",
         "ENSG00000126353",
-        "ENSG00000126391",
         "ENSG00000126500",
         "ENSG00000126561",
         "ENSG00000126804",
@@ -1300,7 +1294,11 @@
         "ENSG00000128578",
         "ENSG00000128596",
         "ENSG00000128604",
         "ENSG00000128928",
         "ENSG00000129003",
         "ENSG00000129028",
         "ENSG00000129071",
@@ -1312,7 +1310,6 @@
         "ENSG00000129450",
         "ENSG00000129451",
         "ENSG00000129465",
-        "ENSG00000129472",
         "ENSG00000129474",
         "ENSG00000129480",
         "ENSG00000129534",
@@ -1320,7 +1317,6 @@
         "ENSG00000129646",
         "ENSG00000129667",
         "ENSG00000129675",
-        "ENSG00000129680",
         "ENSG00000129691",
         "ENSG00000129696",
         "ENSG00000129749",
@@ -1335,7 +1331,6 @@
         "ENSG00000130270",
         "ENSG00000130294",
         "ENSG00000130305",
-        "ENSG00000130338",
         "ENSG00000130347",
         "ENSG00000130348",
         "ENSG00000130363",
@@ -1345,6 +1340,7 @@
         "ENSG00000130592",
         "ENSG00000130649",
         "ENSG00000130699",
         "ENSG00000130717",
         "ENSG00000130734",
         "ENSG00000130762",
@@ -1357,6 +1353,7 @@
         "ENSG00000130844",
         "ENSG00000131019",
         "ENSG00000131042",
         "ENSG00000131055",
         "ENSG00000131061",
         "ENSG00000131080",
@@ -1367,7 +1364,6 @@
         "ENSG00000131153",
         "ENSG00000131165",
         "ENSG00000131203",
-        "ENSG00000131238",
         "ENSG00000131242",
         "ENSG00000131263",
         "ENSG00000131351",
@@ -1377,7 +1373,6 @@
         "ENSG00000131408",
         "ENSG00000131437",
         "ENSG00000131459",
-        "ENSG00000131470",
         "ENSG00000131779",
         "ENSG00000131899",
         "ENSG00000131931",
@@ -1391,7 +1386,6 @@
         "ENSG00000132182",
         "ENSG00000132196",
         "ENSG00000132256",
-        "ENSG00000132274",
         "ENSG00000132275",
         "ENSG00000132305",
         "ENSG00000132313",
@@ -1411,7 +1405,6 @@
         "ENSG00000132664",
         "ENSG00000132670",
         "ENSG00000132692",
-        "ENSG00000132718",
         "ENSG00000132749",
         "ENSG00000132768",
         "ENSG00000132773",
@@ -1422,6 +1415,7 @@
         "ENSG00000132965",
         "ENSG00000133065",
         "ENSG00000133101",
         "ENSG00000133116",
         "ENSG00000133195",
         "ENSG00000133216",
@@ -1429,10 +1423,10 @@
         "ENSG00000133256",
         "ENSG00000133302",
         "ENSG00000133316",
         "ENSG00000133393",
         "ENSG00000133454",
         "ENSG00000133561",
-        "ENSG00000133574",
         "ENSG00000133597",
         "ENSG00000133606",
         "ENSG00000133619",
@@ -1442,14 +1436,13 @@
         "ENSG00000133800",
         "ENSG00000133872",
         "ENSG00000133884",
         "ENSG00000133943",
         "ENSG00000133985",
         "ENSG00000134057",
         "ENSG00000134061",
-        "ENSG00000134072",
-        "ENSG00000134109",
         "ENSG00000134146",
-        "ENSG00000134160",
         "ENSG00000134215",
         "ENSG00000134222",
         "ENSG00000134242",
@@ -1468,6 +1461,7 @@
         "ENSG00000134539",
         "ENSG00000134545",
         "ENSG00000134574",
         "ENSG00000134602",
         "ENSG00000134668",
         "ENSG00000134684",
@@ -1489,7 +1483,6 @@
         "ENSG00000135070",
         "ENSG00000135077",
         "ENSG00000135083",
-        "ENSG00000135090",
         "ENSG00000135114",
         "ENSG00000135119",
         "ENSG00000135127",
@@ -1500,7 +1493,7 @@
         "ENSG00000135314",
         "ENSG00000135315",
         "ENSG00000135324",
-        "ENSG00000135378",
         "ENSG00000135424",
         "ENSG00000135426",
         "ENSG00000135439",
@@ -1519,7 +1512,6 @@
         "ENSG00000135604",
         "ENSG00000135617",
         "ENSG00000135622",
-        "ENSG00000135632",
         "ENSG00000135637",
         "ENSG00000135678",
         "ENSG00000135709",
@@ -1527,9 +1519,9 @@
         "ENSG00000135740",
         "ENSG00000135744",
         "ENSG00000135749",
-        "ENSG00000135776",
         "ENSG00000135801",
         "ENSG00000135821",
         "ENSG00000135838",
         "ENSG00000135842",
         "ENSG00000135900",
@@ -1539,11 +1531,12 @@
         "ENSG00000135929",
         "ENSG00000135945",
         "ENSG00000135953",
         "ENSG00000135976",
         "ENSG00000136011",
         "ENSG00000136059",
         "ENSG00000136108",
-        "ENSG00000136143",
         "ENSG00000136144",
         "ENSG00000136158",
         "ENSG00000136159",
@@ -1563,9 +1556,9 @@
         "ENSG00000136444",
         "ENSG00000136449",
         "ENSG00000136451",
-        "ENSG00000136478",
         "ENSG00000136504",
         "ENSG00000136514",
         "ENSG00000136531",
         "ENSG00000136536",
         "ENSG00000136560",
@@ -1573,6 +1566,7 @@
         "ENSG00000136634",
         "ENSG00000136689",
         "ENSG00000136717",
         "ENSG00000136811",
         "ENSG00000136816",
         "ENSG00000136824",
@@ -1585,6 +1579,7 @@
         "ENSG00000136891",
         "ENSG00000136897",
         "ENSG00000136932",
         "ENSG00000136986",
         "ENSG00000136999",
         "ENSG00000137040",
@@ -1610,12 +1605,12 @@
         "ENSG00000137501",
         "ENSG00000137563",
         "ENSG00000137575",
-        "ENSG00000137628",
         "ENSG00000137642",
         "ENSG00000137656",
         "ENSG00000137673",
         "ENSG00000137699",
         "ENSG00000137713",
         "ENSG00000137752",
         "ENSG00000137764",
         "ENSG00000137767",
@@ -1625,6 +1620,7 @@
         "ENSG00000137824",
         "ENSG00000137825",
         "ENSG00000137841",
         "ENSG00000137877",
         "ENSG00000137878",
         "ENSG00000137959",
@@ -1632,10 +1628,13 @@
         "ENSG00000138030",
         "ENSG00000138074",
         "ENSG00000138079",
         "ENSG00000138111",
         "ENSG00000138131",
         "ENSG00000138135",
         "ENSG00000138180",
         "ENSG00000138185",
         "ENSG00000138207",
         "ENSG00000138231",
@@ -1655,7 +1654,6 @@
         "ENSG00000138629",
         "ENSG00000138646",
         "ENSG00000138658",
-        "ENSG00000138660",
         "ENSG00000138670",
         "ENSG00000138688",
         "ENSG00000138698",
@@ -1669,40 +1667,39 @@
         "ENSG00000138821",
         "ENSG00000138964",
         "ENSG00000139055",
-        "ENSG00000139116",
         "ENSG00000139133",
         "ENSG00000139190",
         "ENSG00000139192",
         "ENSG00000139193",
         "ENSG00000139194",
         "ENSG00000139200",
-        "ENSG00000139291",
         "ENSG00000139318",
         "ENSG00000139329",
         "ENSG00000139350",
         "ENSG00000139352",
         "ENSG00000139364",
-        "ENSG00000139370",
         "ENSG00000139508",
         "ENSG00000139572",
         "ENSG00000139597",
         "ENSG00000139618",
         "ENSG00000139626",
         "ENSG00000139629",
-        "ENSG00000139636",
         "ENSG00000139641",
         "ENSG00000139644",
         "ENSG00000139651",
         "ENSG00000139714",
         "ENSG00000139737",
         "ENSG00000139880",
         "ENSG00000139890",
         "ENSG00000139899",
         "ENSG00000139921",
-        "ENSG00000139973",
         "ENSG00000139990",
         "ENSG00000139998",
         "ENSG00000140030",
         "ENSG00000140199",
         "ENSG00000140254",
         "ENSG00000140259",
@@ -1725,9 +1722,10 @@
         "ENSG00000140832",
         "ENSG00000140853",
         "ENSG00000140854",
         "ENSG00000140968",
         "ENSG00000141012",
-        "ENSG00000141034",
         "ENSG00000141040",
         "ENSG00000141076",
         "ENSG00000141127",
@@ -1735,9 +1733,8 @@
         "ENSG00000141232",
         "ENSG00000141255",
         "ENSG00000141258",
-        "ENSG00000141293",
         "ENSG00000141376",
-        "ENSG00000141429",
         "ENSG00000141434",
         "ENSG00000141446",
         "ENSG00000141499",
@@ -1748,7 +1745,7 @@
         "ENSG00000141527",
         "ENSG00000141556",
         "ENSG00000141576",
-        "ENSG00000141580",
         "ENSG00000141627",
         "ENSG00000141642",
         "ENSG00000141644",
@@ -1758,6 +1755,7 @@
         "ENSG00000141698",
         "ENSG00000141699",
         "ENSG00000141854",
         "ENSG00000141968",
         "ENSG00000141994",
         "ENSG00000142039",
@@ -1768,22 +1766,22 @@
         "ENSG00000142327",
         "ENSG00000142330",
         "ENSG00000142347",
-        "ENSG00000142494",
         "ENSG00000142512",
         "ENSG00000142528",
         "ENSG00000142530",
         "ENSG00000142556",
         "ENSG00000142583",
         "ENSG00000142606",
-        "ENSG00000142675",
         "ENSG00000142686",
         "ENSG00000142731",
         "ENSG00000142751",
         "ENSG00000142794",
         "ENSG00000142875",
         "ENSG00000142892",
         "ENSG00000142945",
         "ENSG00000142959",
         "ENSG00000143110",
         "ENSG00000143119",
         "ENSG00000143126",
@@ -1791,7 +1789,6 @@
         "ENSG00000143162",
         "ENSG00000143178",
         "ENSG00000143184",
-        "ENSG00000143185",
         "ENSG00000143207",
         "ENSG00000143217",
         "ENSG00000143337",
@@ -1801,8 +1798,10 @@
         "ENSG00000143373",
         "ENSG00000143375",
         "ENSG00000143384",
         "ENSG00000143412",
         "ENSG00000143436",
         "ENSG00000143450",
         "ENSG00000143457",
         "ENSG00000143458",
@@ -1811,32 +1810,31 @@
         "ENSG00000143502",
         "ENSG00000143507",
         "ENSG00000143546",
-        "ENSG00000143578",
         "ENSG00000143630",
         "ENSG00000143643",
         "ENSG00000143669",
         "ENSG00000143674",
         "ENSG00000143748",
         "ENSG00000143751",
         "ENSG00000143793",
-        "ENSG00000143799",
         "ENSG00000143815",
-        "ENSG00000143839",
         "ENSG00000143847",
         "ENSG00000143851",
         "ENSG00000143858",
-        "ENSG00000143889",
         "ENSG00000143891",
         "ENSG00000143942",
-        "ENSG00000143952",
         "ENSG00000143970",
         "ENSG00000144026",
         "ENSG00000144048",
         "ENSG00000144115",
         "ENSG00000144136",
         "ENSG00000144182",
         "ENSG00000144214",
         "ENSG00000144231",
         "ENSG00000144320",
         "ENSG00000144381",
         "ENSG00000144401",
@@ -1857,6 +1855,7 @@
         "ENSG00000145214",
         "ENSG00000145246",
         "ENSG00000145287",
         "ENSG00000145386",
         "ENSG00000145388",
         "ENSG00000145416",
@@ -1872,11 +1871,9 @@
         "ENSG00000145723",
         "ENSG00000145725",
         "ENSG00000145817",
-        "ENSG00000145864",
         "ENSG00000145882",
         "ENSG00000145907",
         "ENSG00000145945",
-        "ENSG00000145990",
         "ENSG00000146070",
         "ENSG00000146192",
         "ENSG00000146197",
@@ -1886,7 +1883,6 @@
         "ENSG00000146285",
         "ENSG00000146410",
         "ENSG00000146453",
-        "ENSG00000146530",
         "ENSG00000146670",
         "ENSG00000146674",
         "ENSG00000146678",
@@ -1895,12 +1891,12 @@
         "ENSG00000146833",
         "ENSG00000146859",
         "ENSG00000146904",
         "ENSG00000146955",
-        "ENSG00000147010",
         "ENSG00000147041",
-        "ENSG00000147118",
         "ENSG00000147124",
         "ENSG00000147138",
         "ENSG00000147162",
         "ENSG00000147164",
         "ENSG00000147224",
@@ -1911,9 +1907,9 @@
         "ENSG00000147439",
         "ENSG00000147443",
         "ENSG00000147457",
-        "ENSG00000147465",
         "ENSG00000147471",
         "ENSG00000147536",
         "ENSG00000147576",
         "ENSG00000147592",
         "ENSG00000147654",
@@ -1933,13 +1929,14 @@
         "ENSG00000148288",
         "ENSG00000148308",
         "ENSG00000148331",
         "ENSG00000148399",
         "ENSG00000148700",
         "ENSG00000148730",
         "ENSG00000148773",
         "ENSG00000148803",
         "ENSG00000148832",
-        "ENSG00000148935",
         "ENSG00000148943",
         "ENSG00000149050",
         "ENSG00000149054",
@@ -1948,6 +1945,7 @@
         "ENSG00000149201",
         "ENSG00000149231",
         "ENSG00000149243",
         "ENSG00000149269",
         "ENSG00000149294",
         "ENSG00000149308",
@@ -1956,47 +1954,45 @@
         "ENSG00000149346",
         "ENSG00000149474",
         "ENSG00000149489",
         "ENSG00000149548",
-        "ENSG00000149564",
-        "ENSG00000149577",
         "ENSG00000149582",
         "ENSG00000149599",
         "ENSG00000149633",
-        "ENSG00000149636",
         "ENSG00000149761",
         "ENSG00000149781",
-        "ENSG00000149782",
         "ENSG00000149792",
         "ENSG00000149930",
         "ENSG00000149968",
         "ENSG00000150045",
         "ENSG00000150281",
         "ENSG00000150455",
         "ENSG00000150477",
         "ENSG00000150527",
         "ENSG00000150551",
         "ENSG00000150593",
         "ENSG00000150637",
         "ENSG00000150667",
-        "ENSG00000150756",
         "ENSG00000150773",
-        "ENSG00000150776",
         "ENSG00000150782",
         "ENSG00000150867",
         "ENSG00000150873",
         "ENSG00000150893",
         "ENSG00000150991",
         "ENSG00000151062",
-        "ENSG00000151092",
         "ENSG00000151093",
         "ENSG00000151332",
         "ENSG00000151470",
         "ENSG00000151498",
         "ENSG00000151503",
         "ENSG00000151632",
         "ENSG00000151651",
         "ENSG00000151690",
-        "ENSG00000151702",
         "ENSG00000151715",
         "ENSG00000151725",
         "ENSG00000151726",
@@ -2006,9 +2002,11 @@
         "ENSG00000151929",
         "ENSG00000151948",
         "ENSG00000152056",
         "ENSG00000152147",
         "ENSG00000152154",
         "ENSG00000152193",
         "ENSG00000152219",
         "ENSG00000152234",
         "ENSG00000152253",
@@ -2034,7 +2032,6 @@
         "ENSG00000152778",
         "ENSG00000152782",
         "ENSG00000152784",
-        "ENSG00000152804",
         "ENSG00000152926",
         "ENSG00000152931",
         "ENSG00000152944",
@@ -2083,23 +2080,24 @@
         "ENSG00000154832",
         "ENSG00000154864",
         "ENSG00000154889",
         "ENSG00000155008",
         "ENSG00000155085",
         "ENSG00000155097",
         "ENSG00000155099",
         "ENSG00000155158",
         "ENSG00000155229",
         "ENSG00000155304",
         "ENSG00000155307",
         "ENSG00000155329",
         "ENSG00000155367",
         "ENSG00000155465",
-        "ENSG00000155508",
         "ENSG00000155530",
         "ENSG00000155545",
         "ENSG00000155561",
         "ENSG00000155592",
-        "ENSG00000155629",
         "ENSG00000155657",
         "ENSG00000155659",
         "ENSG00000155666",
@@ -2107,7 +2105,6 @@
         "ENSG00000155744",
         "ENSG00000155827",
         "ENSG00000155849",
-        "ENSG00000155850",
         "ENSG00000155858",
         "ENSG00000155893",
         "ENSG00000155926",
@@ -2120,20 +2117,21 @@
         "ENSG00000156299",
         "ENSG00000156384",
         "ENSG00000156414",
-        "ENSG00000156463",
         "ENSG00000156471",
         "ENSG00000156475",
         "ENSG00000156500",
         "ENSG00000156508",
         "ENSG00000156711",
         "ENSG00000156787",
         "ENSG00000156802",
         "ENSG00000156958",
         "ENSG00000156966",
         "ENSG00000156970",
         "ENSG00000157064",
         "ENSG00000157106",
-        "ENSG00000157181",
         "ENSG00000157191",
         "ENSG00000157259",
         "ENSG00000157303",
@@ -2142,9 +2140,9 @@
         "ENSG00000157456",
         "ENSG00000157514",
         "ENSG00000157542",
         "ENSG00000157833",
         "ENSG00000157870",
-        "ENSG00000157881",
         "ENSG00000157890",
         "ENSG00000157954",
         "ENSG00000157978",
@@ -2156,6 +2154,7 @@
         "ENSG00000158220",
         "ENSG00000158292",
         "ENSG00000158301",
         "ENSG00000158428",
         "ENSG00000158435",
         "ENSG00000158473",
@@ -2167,29 +2166,27 @@
         "ENSG00000158711",
         "ENSG00000158717",
         "ENSG00000158796",
         "ENSG00000158863",
         "ENSG00000158869",
         "ENSG00000158941",
         "ENSG00000158985",
         "ENSG00000158987",
         "ENSG00000159023",
-        "ENSG00000159111",
         "ENSG00000159131",
         "ENSG00000159164",
         "ENSG00000159167",
         "ENSG00000159189",
         "ENSG00000159251",
         "ENSG00000159256",
-        "ENSG00000159322",
         "ENSG00000159348",
         "ENSG00000159363",
         "ENSG00000159388",
         "ENSG00000159445",
         "ENSG00000159496",
-        "ENSG00000159593",
         "ENSG00000159658",
         "ENSG00000159753",
-        "ENSG00000159761",
         "ENSG00000159784",
         "ENSG00000159871",
         "ENSG00000159882",
@@ -2202,7 +2199,6 @@
         "ENSG00000160219",
         "ENSG00000160255",
         "ENSG00000160323",
-        "ENSG00000160326",
         "ENSG00000160352",
         "ENSG00000160392",
         "ENSG00000160404",
@@ -2223,14 +2219,12 @@
         "ENSG00000160883",
         "ENSG00000160908",
         "ENSG00000160917",
-        "ENSG00000160949",
         "ENSG00000160953",
         "ENSG00000160959",
         "ENSG00000160963",
         "ENSG00000160991",
         "ENSG00000160993",
         "ENSG00000161021",
-        "ENSG00000161036",
         "ENSG00000161048",
         "ENSG00000161204",
         "ENSG00000161243",
@@ -2240,17 +2234,18 @@
         "ENSG00000161405",
         "ENSG00000161847",
         "ENSG00000161888",
         "ENSG00000161921",
-        "ENSG00000162062",
         "ENSG00000162063",
         "ENSG00000162069",
         "ENSG00000162073",
         "ENSG00000162302",
         "ENSG00000162341",
         "ENSG00000162366",
         "ENSG00000162373",
         "ENSG00000162419",
-        "ENSG00000162437",
         "ENSG00000162438",
         "ENSG00000162461",
         "ENSG00000162496",
@@ -2262,6 +2257,7 @@
         "ENSG00000162595",
         "ENSG00000162600",
         "ENSG00000162601",
         "ENSG00000162636",
         "ENSG00000162639",
         "ENSG00000162654",
@@ -2279,34 +2275,31 @@
         "ENSG00000162878",
         "ENSG00000162892",
         "ENSG00000162894",
-        "ENSG00000162896",
         "ENSG00000162924",
         "ENSG00000162927",
         "ENSG00000162928",
         "ENSG00000162971",
         "ENSG00000162975",
-        "ENSG00000163002",
         "ENSG00000163029",
-        "ENSG00000163071",
         "ENSG00000163121",
-        "ENSG00000163125",
         "ENSG00000163131",
         "ENSG00000163219",
         "ENSG00000163251",
         "ENSG00000163273",
-        "ENSG00000163281",
         "ENSG00000163291",
         "ENSG00000163312",
         "ENSG00000163346",
         "ENSG00000163348",
-        "ENSG00000163349",
         "ENSG00000163364",
         "ENSG00000163374",
         "ENSG00000163376",
         "ENSG00000163380",
         "ENSG00000163389",
         "ENSG00000163412",
-        "ENSG00000163435",
         "ENSG00000163453",
         "ENSG00000163467",
         "ENSG00000163472",
@@ -2314,6 +2307,7 @@
         "ENSG00000163492",
         "ENSG00000163507",
         "ENSG00000163508",
         "ENSG00000163516",
         "ENSG00000163517",
         "ENSG00000163519",
@@ -2330,11 +2324,9 @@
         "ENSG00000163645",
         "ENSG00000163661",
         "ENSG00000163703",
-        "ENSG00000163704",
         "ENSG00000163719",
         "ENSG00000163734",
         "ENSG00000163739",
-        "ENSG00000163743",
         "ENSG00000163754",
         "ENSG00000163755",
         "ENSG00000163781",
@@ -2354,12 +2346,13 @@
         "ENSG00000164002",
         "ENSG00000164008",
         "ENSG00000164011",
         "ENSG00000164040",
         "ENSG00000164051",
         "ENSG00000164068",
         "ENSG00000164073",
         "ENSG00000164077",
-        "ENSG00000164078",
         "ENSG00000164087",
         "ENSG00000164104",
         "ENSG00000164109",
@@ -2396,9 +2389,7 @@
         "ENSG00000164535",
         "ENSG00000164543",
         "ENSG00000164574",
-        "ENSG00000164588",
         "ENSG00000164609",
-        "ENSG00000164615",
         "ENSG00000164620",
         "ENSG00000164649",
         "ENSG00000164654",
@@ -2413,8 +2404,9 @@
         "ENSG00000164733",
         "ENSG00000164746",
         "ENSG00000164758",
         "ENSG00000164778",
-        "ENSG00000164796",
         "ENSG00000164825",
         "ENSG00000164850",
         "ENSG00000164896",
@@ -2423,17 +2415,16 @@
         "ENSG00000164938",
         "ENSG00000164944",
         "ENSG00000164967",
-        "ENSG00000164983",
         "ENSG00000165006",
         "ENSG00000165046",
         "ENSG00000165071",
         "ENSG00000165140",
-        "ENSG00000165152",
         "ENSG00000165168",
         "ENSG00000165186",
         "ENSG00000165188",
         "ENSG00000165195",
         "ENSG00000165209",
         "ENSG00000165240",
         "ENSG00000165244",
         "ENSG00000165272",
@@ -2454,11 +2445,11 @@
         "ENSG00000165714",
         "ENSG00000165724",
         "ENSG00000165731",
-        "ENSG00000165757",
         "ENSG00000165782",
         "ENSG00000165792",
         "ENSG00000165816",
         "ENSG00000165821",
         "ENSG00000165929",
         "ENSG00000165934",
         "ENSG00000165943",
@@ -2469,6 +2460,7 @@
         "ENSG00000166035",
         "ENSG00000166128",
         "ENSG00000166135",
         "ENSG00000166169",
         "ENSG00000166181",
         "ENSG00000166188",
@@ -2476,11 +2468,10 @@
         "ENSG00000166197",
         "ENSG00000166224",
         "ENSG00000166257",
-        "ENSG00000166260",
         "ENSG00000166261",
         "ENSG00000166263",
         "ENSG00000166311",
-        "ENSG00000166340",
         "ENSG00000166349",
         "ENSG00000166359",
         "ENSG00000166377",
@@ -2499,13 +2490,14 @@
         "ENSG00000166579",
         "ENSG00000166670",
         "ENSG00000166676",
         "ENSG00000166710",
-        "ENSG00000166716",
         "ENSG00000166747",
         "ENSG00000166762",
         "ENSG00000166788",
         "ENSG00000166813",
         "ENSG00000166821",
         "ENSG00000166825",
         "ENSG00000166828",
         "ENSG00000166847",
@@ -2521,7 +2513,6 @@
         "ENSG00000166971",
         "ENSG00000166974",
         "ENSG00000166986",
-        "ENSG00000167074",
         "ENSG00000167077",
         "ENSG00000167083",
         "ENSG00000167100",
@@ -2535,12 +2526,13 @@
         "ENSG00000167286",
         "ENSG00000167311",
         "ENSG00000167315",
         "ENSG00000167333",
         "ENSG00000167363",
         "ENSG00000167384",
         "ENSG00000167394",
         "ENSG00000167395",
-        "ENSG00000167414",
         "ENSG00000167434",
         "ENSG00000167447",
         "ENSG00000167487",
@@ -2548,6 +2540,7 @@
         "ENSG00000167525",
         "ENSG00000167536",
         "ENSG00000167552",
         "ENSG00000167555",
         "ENSG00000167562",
         "ENSG00000167578",
@@ -2561,13 +2554,17 @@
         "ENSG00000167700",
         "ENSG00000167702",
         "ENSG00000167705",
-        "ENSG00000167716",
         "ENSG00000167767",
         "ENSG00000167772",
         "ENSG00000167785",
         "ENSG00000167840",
         "ENSG00000167842",
         "ENSG00000167851",
         "ENSG00000167880",
         "ENSG00000167895",
         "ENSG00000167900",
@@ -2590,10 +2587,8 @@
         "ENSG00000168229",
         "ENSG00000168234",
         "ENSG00000168286",
-        "ENSG00000168301",
         "ENSG00000168306",
         "ENSG00000168310",
-        "ENSG00000168350",
         "ENSG00000168385",
         "ENSG00000168404",
         "ENSG00000168421",
@@ -2612,26 +2607,24 @@
         "ENSG00000168778",
         "ENSG00000168792",
         "ENSG00000168803",
-        "ENSG00000168813",
-        "ENSG00000168824",
         "ENSG00000168827",
         "ENSG00000168874",
         "ENSG00000168883",
         "ENSG00000168884",
         "ENSG00000168906",
         "ENSG00000168918",
         "ENSG00000168995",
         "ENSG00000169019",
         "ENSG00000169087",
         "ENSG00000169129",
         "ENSG00000169155",
-        "ENSG00000169188",
         "ENSG00000169213",
-        "ENSG00000169217",
         "ENSG00000169218",
         "ENSG00000169220",
         "ENSG00000169245",
-        "ENSG00000169247",
         "ENSG00000169252",
         "ENSG00000169255",
         "ENSG00000169258",
@@ -2643,17 +2636,17 @@
         "ENSG00000169418",
         "ENSG00000169429",
         "ENSG00000169435",
-        "ENSG00000169442",
         "ENSG00000169495",
         "ENSG00000169508",
         "ENSG00000169583",
         "ENSG00000169598",
-        "ENSG00000169710",
         "ENSG00000169714",
         "ENSG00000169756",
         "ENSG00000169758",
         "ENSG00000169764",
         "ENSG00000169783",
         "ENSG00000169896",
         "ENSG00000169908",
         "ENSG00000169955",
@@ -2662,12 +2655,10 @@
         "ENSG00000170006",
         "ENSG00000170074",
         "ENSG00000170092",
-        "ENSG00000170100",
         "ENSG00000170113",
         "ENSG00000170160",
         "ENSG00000170175",
         "ENSG00000170190",
-        "ENSG00000170260",
         "ENSG00000170312",
         "ENSG00000170340",
         "ENSG00000170345",
@@ -2682,11 +2673,9 @@
         "ENSG00000170473",
         "ENSG00000170476",
         "ENSG00000170522",
-        "ENSG00000170542",
         "ENSG00000170571",
         "ENSG00000170606",
         "ENSG00000170631",
-        "ENSG00000170632",
         "ENSG00000170633",
         "ENSG00000170734",
         "ENSG00000170776",
@@ -2694,10 +2683,10 @@
         "ENSG00000170802",
         "ENSG00000170854",
         "ENSG00000170855",
-        "ENSG00000170873",
         "ENSG00000170893",
         "ENSG00000170915",
         "ENSG00000170949",
         "ENSG00000171121",
         "ENSG00000171161",
         "ENSG00000171224",
@@ -2720,6 +2709,7 @@
         "ENSG00000171517",
         "ENSG00000171522",
         "ENSG00000171574",
         "ENSG00000171608",
         "ENSG00000171631",
         "ENSG00000171649",
@@ -2741,11 +2731,13 @@
         "ENSG00000171867",
         "ENSG00000171873",
         "ENSG00000172005",
         "ENSG00000172031",
         "ENSG00000172081",
         "ENSG00000172116",
-        "ENSG00000172183",
         "ENSG00000172215",
         "ENSG00000172244",
         "ENSG00000172273",
         "ENSG00000172296",
@@ -2770,10 +2762,10 @@
         "ENSG00000172766",
         "ENSG00000172818",
         "ENSG00000172840",
         "ENSG00000172890",
         "ENSG00000172893",
         "ENSG00000172936",
-        "ENSG00000172939",
         "ENSG00000173011",
         "ENSG00000173020",
         "ENSG00000173041",
@@ -2781,10 +2773,8 @@
         "ENSG00000173114",
         "ENSG00000173124",
         "ENSG00000173137",
-        "ENSG00000173175",
         "ENSG00000173198",
         "ENSG00000173200",
-        "ENSG00000173226",
         "ENSG00000173227",
         "ENSG00000173258",
         "ENSG00000173275",
@@ -2796,6 +2786,7 @@
         "ENSG00000173456",
         "ENSG00000173480",
         "ENSG00000173531",
         "ENSG00000173548",
         "ENSG00000173588",
         "ENSG00000173598",
@@ -2816,16 +2807,16 @@
         "ENSG00000174013",
         "ENSG00000174125",
         "ENSG00000174130",
         "ENSG00000174151",
         "ENSG00000174175",
         "ENSG00000174206",
-        "ENSG00000174236",
         "ENSG00000174276",
         "ENSG00000174348",
         "ENSG00000174456",
         "ENSG00000174483",
         "ENSG00000174501",
-        "ENSG00000174514",
         "ENSG00000174516",
         "ENSG00000174527",
         "ENSG00000174564",
@@ -2836,24 +2827,29 @@
         "ENSG00000174607",
         "ENSG00000174652",
         "ENSG00000174669",
         "ENSG00000174721",
         "ENSG00000174740",
         "ENSG00000174808",
         "ENSG00000174840",
         "ENSG00000174871",
         "ENSG00000174946",
         "ENSG00000174951",
         "ENSG00000175003",
         "ENSG00000175063",
         "ENSG00000175087",
         "ENSG00000175110",
         "ENSG00000175137",
         "ENSG00000175166",
         "ENSG00000175213",
         "ENSG00000175221",
         "ENSG00000175224",
         "ENSG00000175344",
-        "ENSG00000175352",
         "ENSG00000175395",
         "ENSG00000175414",
         "ENSG00000175449",
@@ -2871,16 +2867,15 @@
         "ENSG00000175707",
         "ENSG00000175711",
         "ENSG00000175773",
         "ENSG00000175787",
         "ENSG00000175893",
         "ENSG00000175895",
         "ENSG00000175899",
         "ENSG00000175928",
         "ENSG00000175938",
-        "ENSG00000175970",
         "ENSG00000175985",
         "ENSG00000176022",
-        "ENSG00000176024",
         "ENSG00000176049",
         "ENSG00000176055",
         "ENSG00000176087",
@@ -2890,12 +2885,9 @@
         "ENSG00000176208",
         "ENSG00000176222",
         "ENSG00000176248",
-        "ENSG00000176390",
-        "ENSG00000176401",
         "ENSG00000176422",
         "ENSG00000176476",
         "ENSG00000176531",
-        "ENSG00000176533",
         "ENSG00000176563",
         "ENSG00000176595",
         "ENSG00000176658",
@@ -2922,6 +2914,7 @@
         "ENSG00000177150",
         "ENSG00000177272",
         "ENSG00000177302",
         "ENSG00000177409",
         "ENSG00000177427",
         "ENSG00000177432",
@@ -2934,7 +2927,7 @@
         "ENSG00000177646",
         "ENSG00000177663",
         "ENSG00000177666",
-        "ENSG00000177685",
         "ENSG00000177688",
         "ENSG00000177692",
         "ENSG00000177721",
@@ -2942,7 +2935,6 @@
         "ENSG00000177822",
         "ENSG00000177842",
         "ENSG00000177875",
-        "ENSG00000177889",
         "ENSG00000177932",
         "ENSG00000177943",
         "ENSG00000177946",
@@ -2963,12 +2955,14 @@
         "ENSG00000178537",
         "ENSG00000178562",
         "ENSG00000178573",
         "ENSG00000178623",
         "ENSG00000178665",
         "ENSG00000178685",
         "ENSG00000178695",
         "ENSG00000178718",
         "ENSG00000178726",
         "ENSG00000178773",
         "ENSG00000178802",
         "ENSG00000178814",
@@ -2983,10 +2977,10 @@
         "ENSG00000179021",
         "ENSG00000179044",
         "ENSG00000179051",
-        "ENSG00000179057",
         "ENSG00000179071",
         "ENSG00000179119",
         "ENSG00000179134",
         "ENSG00000179163",
         "ENSG00000179178",
         "ENSG00000179240",
@@ -3000,13 +2994,13 @@
         "ENSG00000179583",
         "ENSG00000179598",
         "ENSG00000179715",
         "ENSG00000179772",
         "ENSG00000179796",
         "ENSG00000179820",
         "ENSG00000179841",
         "ENSG00000179855",
         "ENSG00000179859",
-        "ENSG00000179869",
         "ENSG00000179909",
         "ENSG00000179918",
         "ENSG00000179941",
@@ -3014,20 +3008,22 @@
         "ENSG00000180035",
         "ENSG00000180089",
         "ENSG00000180096",
-        "ENSG00000180139",
         "ENSG00000180182",
-        "ENSG00000180185",
         "ENSG00000180209",
         "ENSG00000180257",
         "ENSG00000180329",
         "ENSG00000180346",
-        "ENSG00000180398",
         "ENSG00000180448",
         "ENSG00000180481",
         "ENSG00000180525",
-        "ENSG00000180596",
         "ENSG00000180616",
         "ENSG00000180626",
         "ENSG00000180644",
         "ENSG00000180785",
         "ENSG00000180787",
@@ -3038,16 +3034,15 @@
         "ENSG00000180979",
         "ENSG00000181016",
         "ENSG00000181027",
         "ENSG00000181135",
-        "ENSG00000181143",
         "ENSG00000181392",
-        "ENSG00000181481",
         "ENSG00000181634",
         "ENSG00000181638",
-        "ENSG00000181652",
         "ENSG00000181744",
         "ENSG00000181751",
         "ENSG00000181773",
         "ENSG00000181804",
         "ENSG00000181847",
         "ENSG00000181852",
@@ -3061,7 +3056,6 @@
         "ENSG00000182179",
         "ENSG00000182183",
         "ENSG00000182199",
-        "ENSG00000182272",
         "ENSG00000182318",
         "ENSG00000182325",
         "ENSG00000182359",
@@ -3072,18 +3066,24 @@
         "ENSG00000182575",
         "ENSG00000182578",
         "ENSG00000182612",
         "ENSG00000182795",
         "ENSG00000182810",
         "ENSG00000182853",
         "ENSG00000182866",
         "ENSG00000182870",
         "ENSG00000182885",
-        "ENSG00000182902",
         "ENSG00000183111",
         "ENSG00000183155",
         "ENSG00000183186",
         "ENSG00000183248",
         "ENSG00000183309",
         "ENSG00000183439",
         "ENSG00000183486",
         "ENSG00000183508",
@@ -3093,10 +3093,10 @@
         "ENSG00000183597",
         "ENSG00000183647",
         "ENSG00000183682",
         "ENSG00000183735",
         "ENSG00000183751",
         "ENSG00000183763",
-        "ENSG00000183814",
         "ENSG00000183831",
         "ENSG00000183873",
         "ENSG00000183876",
@@ -3112,6 +3112,7 @@
         "ENSG00000184182",
         "ENSG00000184203",
         "ENSG00000184205",
         "ENSG00000184292",
         "ENSG00000184293",
         "ENSG00000184307",
@@ -3122,6 +3123,7 @@
         "ENSG00000184445",
         "ENSG00000184465",
         "ENSG00000184575",
         "ENSG00000184588",
         "ENSG00000184602",
         "ENSG00000184675",
@@ -3129,20 +3131,18 @@
         "ENSG00000184730",
         "ENSG00000184743",
         "ENSG00000184786",
-        "ENSG00000184809",
         "ENSG00000184863",
-        "ENSG00000184916",
         "ENSG00000184922",
         "ENSG00000184979",
         "ENSG00000185009",
         "ENSG00000185090",
         "ENSG00000185101",
-        "ENSG00000185127",
         "ENSG00000185130",
         "ENSG00000185133",
         "ENSG00000185220",
         "ENSG00000185238",
         "ENSG00000185278",
         "ENSG00000185404",
         "ENSG00000185414",
         "ENSG00000185418",
@@ -3152,7 +3152,7 @@
         "ENSG00000185507",
         "ENSG00000185513",
         "ENSG00000185567",
-        "ENSG00000185651",
         "ENSG00000185670",
         "ENSG00000185686",
         "ENSG00000185753",
@@ -3180,8 +3180,8 @@
         "ENSG00000186364",
         "ENSG00000186407",
         "ENSG00000186431",
         "ENSG00000186470",
-        "ENSG00000186472",
         "ENSG00000186480",
         "ENSG00000186501",
         "ENSG00000186517",
@@ -3209,10 +3209,10 @@
         "ENSG00000187187",
         "ENSG00000187189",
         "ENSG00000187210",
-        "ENSG00000187325",
         "ENSG00000187372",
         "ENSG00000187474",
         "ENSG00000187531",
         "ENSG00000187608",
         "ENSG00000187626",
         "ENSG00000187650",
@@ -3223,7 +3223,6 @@
         "ENSG00000187792",
         "ENSG00000187800",
         "ENSG00000187815",
-        "ENSG00000187860",
         "ENSG00000187994",
         "ENSG00000188001",
         "ENSG00000188021",
@@ -3244,6 +3243,7 @@
         "ENSG00000188554",
         "ENSG00000188613",
         "ENSG00000188636",
         "ENSG00000188761",
         "ENSG00000188785",
         "ENSG00000188786",
@@ -3268,7 +3268,6 @@
         "ENSG00000189143",
         "ENSG00000189144",
         "ENSG00000189164",
-        "ENSG00000189190",
         "ENSG00000189298",
         "ENSG00000189306",
         "ENSG00000189362",
@@ -3276,23 +3275,19 @@
         "ENSG00000189369",
         "ENSG00000189377",
         "ENSG00000189420",
-        "ENSG00000196118",
         "ENSG00000196126",
         "ENSG00000196139",
         "ENSG00000196150",
         "ENSG00000196155",
         "ENSG00000196166",
-        "ENSG00000196172",
         "ENSG00000196220",
         "ENSG00000196227",
         "ENSG00000196233",
-        "ENSG00000196235",
         "ENSG00000196260",
         "ENSG00000196267",
         "ENSG00000196290",
-        "ENSG00000196338",
         "ENSG00000196352",
-        "ENSG00000196358",
         "ENSG00000196371",
         "ENSG00000196391",
         "ENSG00000196405",
@@ -3312,10 +3307,12 @@
         "ENSG00000196584",
         "ENSG00000196611",
         "ENSG00000196646",
         "ENSG00000196653",
         "ENSG00000196684",
         "ENSG00000196724",
         "ENSG00000196735",
         "ENSG00000196757",
         "ENSG00000196793",
         "ENSG00000196810",
@@ -3323,36 +3320,40 @@
         "ENSG00000196839",
         "ENSG00000196867",
         "ENSG00000196911",
         "ENSG00000196932",
         "ENSG00000196967",
         "ENSG00000197008",
         "ENSG00000197037",
         "ENSG00000197045",
         "ENSG00000197050",
         "ENSG00000197057",
         "ENSG00000197070",
         "ENSG00000197099",
         "ENSG00000197183",
         "ENSG00000197217",
         "ENSG00000197253",
         "ENSG00000197275",
         "ENSG00000197299",
         "ENSG00000197301",
         "ENSG00000197343",
         "ENSG00000197362",
         "ENSG00000197372",
         "ENSG00000197381",
         "ENSG00000197385",
         "ENSG00000197405",
-        "ENSG00000197410",
         "ENSG00000197415",
         "ENSG00000197465",
         "ENSG00000197471",
-        "ENSG00000197479",
         "ENSG00000197566",
         "ENSG00000197579",
         "ENSG00000197580",
         "ENSG00000197586",
         "ENSG00000197619",
         "ENSG00000197620",
         "ENSG00000197629",
@@ -3376,19 +3377,23 @@
         "ENSG00000197992",
         "ENSG00000198000",
         "ENSG00000198010",
         "ENSG00000198081",
         "ENSG00000198089",
         "ENSG00000198093",
         "ENSG00000198105",
-        "ENSG00000198146",
         "ENSG00000198176",
         "ENSG00000198185",
         "ENSG00000198198",
         "ENSG00000198205",
         "ENSG00000198208",
         "ENSG00000198231",
         "ENSG00000198270",
         "ENSG00000198286",
         "ENSG00000198331",
         "ENSG00000198342",
         "ENSG00000198346",
@@ -3406,8 +3411,6 @@
         "ENSG00000198556",
         "ENSG00000198574",
         "ENSG00000198589",
-        "ENSG00000198612",
-        "ENSG00000198624",
         "ENSG00000198642",
         "ENSG00000198663",
         "ENSG00000198690",
@@ -3418,13 +3421,13 @@
         "ENSG00000198730",
         "ENSG00000198736",
         "ENSG00000198771",
-        "ENSG00000198774",
         "ENSG00000198780",
         "ENSG00000198786",
         "ENSG00000198791",
         "ENSG00000198793",
         "ENSG00000198799",
         "ENSG00000198804",
         "ENSG00000198821",
         "ENSG00000198836",
         "ENSG00000198839",
@@ -3435,7 +3438,7 @@
         "ENSG00000198901",
         "ENSG00000198912",
         "ENSG00000198915",
-        "ENSG00000198920",
         "ENSG00000198924",
         "ENSG00000198925",
         "ENSG00000198932",
@@ -3448,42 +3451,47 @@
         "ENSG00000203497",
         "ENSG00000203499",
         "ENSG00000203705",
         "ENSG00000203747",
         "ENSG00000203805",
         "ENSG00000203943",
         "ENSG00000204103",
         "ENSG00000204186",
         "ENSG00000204237",
         "ENSG00000204241",
         "ENSG00000204257",
         "ENSG00000204287",
         "ENSG00000204314",
         "ENSG00000204371",
         "ENSG00000204381",
         "ENSG00000204386",
         "ENSG00000204389",
         "ENSG00000204390",
-        "ENSG00000204394",
-        "ENSG00000204410",
         "ENSG00000204420",
-        "ENSG00000204428",
         "ENSG00000204472",
         "ENSG00000204475",
-        "ENSG00000204520",
         "ENSG00000204560",
         "ENSG00000204577",
         "ENSG00000204592",
         "ENSG00000204599",
         "ENSG00000204625",
         "ENSG00000204713",
         "ENSG00000204839",
         "ENSG00000204843",
-        "ENSG00000205038",
         "ENSG00000205045",
         "ENSG00000205085",
         "ENSG00000205269",
         "ENSG00000205309",
         "ENSG00000205413",
         "ENSG00000205426",
         "ENSG00000205531",
         "ENSG00000205542",
@@ -3498,10 +3506,10 @@
         "ENSG00000205808",
         "ENSG00000205809",
         "ENSG00000205835",
-        "ENSG00000205913",
         "ENSG00000206417",
         "ENSG00000206535",
         "ENSG00000206559",
         "ENSG00000211456",
         "ENSG00000211584",
         "ENSG00000211677",
@@ -3516,13 +3524,13 @@
         "ENSG00000213281",
         "ENSG00000213347",
         "ENSG00000213366",
         "ENSG00000213390",
         "ENSG00000213468",
         "ENSG00000213533",
         "ENSG00000213638",
         "ENSG00000213654",
         "ENSG00000213658",
-        "ENSG00000213672",
         "ENSG00000213676",
         "ENSG00000213760",
         "ENSG00000213762",
@@ -3549,6 +3557,7 @@
         "ENSG00000215114",
         "ENSG00000215218",
         "ENSG00000215244",
         "ENSG00000215305",
         "ENSG00000215788",
         "ENSG00000215808",
@@ -3558,7 +3567,6 @@
         "ENSG00000220201",
         "ENSG00000221883",
         "ENSG00000221886",
-        "ENSG00000221909",
         "ENSG00000221916",
         "ENSG00000221923",
         "ENSG00000221944",
@@ -3568,11 +3576,10 @@
         "ENSG00000222020",
         "ENSG00000223387",
         "ENSG00000223478",
         "ENSG00000223501",
         "ENSG00000223547",
-        "ENSG00000223561",
         "ENSG00000223658",
-        "ENSG00000223734",
         "ENSG00000223764",
         "ENSG00000223865",
         "ENSG00000224023",
@@ -3581,7 +3588,6 @@
         "ENSG00000224086",
         "ENSG00000224093",
         "ENSG00000224101",
-        "ENSG00000224165",
         "ENSG00000224429",
         "ENSG00000224470",
         "ENSG00000224536",
@@ -3590,15 +3596,14 @@
         "ENSG00000224875",
         "ENSG00000225083",
         "ENSG00000225177",
-        "ENSG00000225265",
         "ENSG00000225439",
         "ENSG00000225614",
         "ENSG00000225706",
         "ENSG00000225762",
         "ENSG00000225764",
         "ENSG00000225778",
         "ENSG00000225791",
-        "ENSG00000225828",
         "ENSG00000225830",
         "ENSG00000225973",
         "ENSG00000225975",
@@ -3611,14 +3616,12 @@
         "ENSG00000226496",
         "ENSG00000226711",
         "ENSG00000226825",
-        "ENSG00000226833",
         "ENSG00000226887",
         "ENSG00000226889",
         "ENSG00000227191",
         "ENSG00000227199",
         "ENSG00000227409",
         "ENSG00000227507",
-        "ENSG00000227740",
         "ENSG00000228060",
         "ENSG00000228223",
         "ENSG00000228857",
@@ -3629,14 +3632,15 @@
         "ENSG00000229388",
         "ENSG00000229474",
         "ENSG00000229676",
-        "ENSG00000229852",
         "ENSG00000229891",
         "ENSG00000230176",
         "ENSG00000230513",
         "ENSG00000230555",
         "ENSG00000230749",
         "ENSG00000230797",
         "ENSG00000230844",
         "ENSG00000230910",
         "ENSG00000231105",
         "ENSG00000231113",
@@ -3646,18 +3650,17 @@
         "ENSG00000231389",
         "ENSG00000231407",
         "ENSG00000231607",
-        "ENSG00000231770",
         "ENSG00000231890",
         "ENSG00000231908",
         "ENSG00000231999",
         "ENSG00000232434",
         "ENSG00000232442",
         "ENSG00000232613",
         "ENSG00000232618",
-        "ENSG00000232656",
         "ENSG00000232810",
         "ENSG00000232859",
-        "ENSG00000232931",
         "ENSG00000233077",
         "ENSG00000233098",
         "ENSG00000233184",
@@ -3667,15 +3670,16 @@
         "ENSG00000234028",
         "ENSG00000234350",
         "ENSG00000234444",
         "ENSG00000234616",
         "ENSG00000234617",
         "ENSG00000234663",
         "ENSG00000234719",
         "ENSG00000234745",
         "ENSG00000234832",
         "ENSG00000234883",
         "ENSG00000234928",
-        "ENSG00000235092",
         "ENSG00000235106",
         "ENSG00000235109",
         "ENSG00000235169",
@@ -3692,9 +3696,10 @@
         "ENSG00000235903",
         "ENSG00000235919",
         "ENSG00000235927",
-        "ENSG00000235961",
         "ENSG00000236144",
         "ENSG00000236200",
         "ENSG00000236609",
         "ENSG00000236682",
         "ENSG00000236819",
@@ -3714,7 +3719,6 @@
         "ENSG00000238113",
         "ENSG00000238121",
         "ENSG00000238164",
-        "ENSG00000239282",
         "ENSG00000239306",
         "ENSG00000239388",
         "ENSG00000239445",
@@ -3733,32 +3737,30 @@
         "ENSG00000241313",
         "ENSG00000241484",
         "ENSG00000241560",
         "ENSG00000241933",
         "ENSG00000242258",
         "ENSG00000242574",
         "ENSG00000242802",
         "ENSG00000243150",
         "ENSG00000243414",
         "ENSG00000243649",
         "ENSG00000243725",
         "ENSG00000243819",
         "ENSG00000243926",
         "ENSG00000244203",
         "ENSG00000244479",
-        "ENSG00000244482",
         "ENSG00000244558",
         "ENSG00000244694",
-        "ENSG00000244968",
-        "ENSG00000245067",
-        "ENSG00000245105",
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-        "ENSG00000245573",
-        "ENSG00000245648",
         "ENSG00000245848",
         "ENSG00000245888",
         "ENSG00000245970",
@@ -3768,6 +3770,7 @@
         "ENSG00000246898",
         "ENSG00000247095",
         "ENSG00000247157",
         "ENSG00000247271",
         "ENSG00000247287",
         "ENSG00000247317",
@@ -3775,20 +3778,20 @@
         "ENSG00000247626",
         "ENSG00000247675",
         "ENSG00000247950",
         "ENSG00000248019",
         "ENSG00000248049",
         "ENSG00000248483",
         "ENSG00000248508",
         "ENSG00000248538",
-        "ENSG00000248690",
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         "ENSG00000249096",
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         "ENSG00000249241",
-        "ENSG00000249306",
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         "ENSG00000249637",
         "ENSG00000249709",
         "ENSG00000249715",
@@ -3802,11 +3805,12 @@
         "ENSG00000250366",
         "ENSG00000250548",
         "ENSG00000250616",
-        "ENSG00000250802",
         "ENSG00000251179",
         "ENSG00000251279",
         "ENSG00000251301",
         "ENSG00000251369",
         "ENSG00000251442",
         "ENSG00000251562",
         "ENSG00000253457",
@@ -3814,7 +3818,6 @@
         "ENSG00000253710",
         "ENSG00000253731",
         "ENSG00000253738",
-        "ENSG00000253948",
         "ENSG00000253958",
         "ENSG00000254087",
         "ENSG00000254109",
@@ -3825,9 +3828,10 @@
         "ENSG00000254685",
         "ENSG00000254703",
         "ENSG00000254986",
         "ENSG00000255150",
         "ENSG00000255153",
-        "ENSG00000255197",
         "ENSG00000255284",
         "ENSG00000255517",
         "ENSG00000255561",
@@ -3843,11 +3847,8 @@
         "ENSG00000256751",
         "ENSG00000256806",
         "ENSG00000257093",
-        "ENSG00000257097",
-        "ENSG00000257218",
         "ENSG00000257335",
         "ENSG00000257497",
-        "ENSG00000257556",
         "ENSG00000257698",
         "ENSG00000257839",
         "ENSG00000258227",
@@ -3869,7 +3870,6 @@
         "ENSG00000259448",
         "ENSG00000259456",
         "ENSG00000259488",
-        "ENSG00000259577",
         "ENSG00000259583",
         "ENSG00000259642",
         "ENSG00000259687",
@@ -3877,7 +3877,6 @@
         "ENSG00000259826",
         "ENSG00000259863",
         "ENSG00000259883",
-        "ENSG00000259943",
         "ENSG00000260001",
         "ENSG00000260018",
         "ENSG00000260278",
@@ -3886,7 +3885,7 @@
         "ENSG00000260317",
         "ENSG00000260428",
         "ENSG00000260456",
-        "ENSG00000260475",
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         "ENSG00000260778",
         "ENSG00000260806",
@@ -3894,6 +3893,8 @@
         "ENSG00000260942",
         "ENSG00000261002",
         "ENSG00000261188",
         "ENSG00000261485",
         "ENSG00000261644",
         "ENSG00000261801",
@@ -3913,7 +3914,6 @@
         "ENSG00000265142",
         "ENSG00000265148",
         "ENSG00000265206",
-        "ENSG00000265458",
         "ENSG00000265688",
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@@ -3924,20 +3924,19 @@
         "ENSG00000266473",
         "ENSG00000266916",
         "ENSG00000266962",
         "ENSG00000267040",
-        "ENSG00000267191",
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-        "ENSG00000267254",
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-        "ENSG00000267475",
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         "ENSG00000267858",
         "ENSG00000268006",
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         "ENSG00000269343",
@@ -3947,7 +3946,6 @@
         "ENSG00000269720",
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         "ENSG00000270547",
-        "ENSG00000270820",
         "ENSG00000271122",
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@@ -3957,6 +3955,7 @@
         "ENSG00000272086",
         "ENSG00000272391",
         "ENSG00000272462",
         "ENSG00000272663",
         "ENSG00000272677",
         "ENSG00000272686",
@@ -3980,11 +3979,12 @@
         "ENSG00000275004",
         "ENSG00000275074",
         "ENSG00000275302",
-        "ENSG00000275395",
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         "ENSG00000277632",
         "ENSG00000278129",
         "ENSG00000278259",

         "ENSG00000001460",
         "ENSG00000001461",
         "ENSG00000001561",
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