popV version: 0.6.0

.gitattributes

@@ -35,3 +35,7 @@ saved_model/**/* filter=lfs diff=lfs merge=lfs -text
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+OnClass.data-00000-of-00001.tempstate666463939263328887 filter=lfs diff=lfs merge=lfs -text
+faiss_index.index filter=lfs diff=lfs merge=lfs -text
+harmony_knn_classifier.index filter=lfs diff=lfs merge=lfs -text
+scvi_knn_classifier.index filter=lfs diff=lfs merge=lfs -text

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| neutrophil | 861 | 0.96 | 0.96 | 0.97 | 0.95 | 0.00 | 0.91 | 0.95 | 0.95 | 0.97 |\n| CD4-positive, alpha-beta T cell | 299 | 0.86 | 0.88 | 0.87 | 0.85 | 0.00 | 0.84 | 0.88 | 0.89 | 0.89 |\n| CD8-positive, alpha-beta T cell | 243 | 0.84 | 0.86 | 0.84 | 0.76 | 0.00 | 0.82 | 0.84 | 0.86 | 0.87 |\n| monocyte | 211 | 0.75 | 0.79 | 0.83 | 0.74 | 0.00 | 0.63 | 0.68 | 0.78 | 0.81 |\n| B cell | 188 | 0.99 | 0.99 | 0.99 | 0.99 | 0.00 | 0.99 | 0.99 | 0.99 | 0.99 |\n| hematopoietic precursor cell | 182 | 0.82 | 0.85 | 0.87 | 0.85 | 0.00 | 0.82 | 0.84 | 0.86 | 0.87 |\n| plasma cell | 153 | 0.98 | 0.99 | 0.99 | 0.98 | 0.00 | 0.99 | 1.00 | 0.99 | 1.00 |\n| natural killer cell | 96 | 0.92 | 0.94 | 0.94 | 0.82 | 0.00 | 0.88 | 0.94 | 0.95 | 0.95 |\n| erythroid progenitor cell | 107 | 0.74 | 0.78 | 0.73 | 0.75 | 0.00 | 0.73 | 0.80 | 0.85 | 0.83 |\n| hematopoietic stem cell | 79 | 0.83 | 0.83 | 0.86 | 0.87 | 0.00 | 0.92 | 0.87 | 0.87 | 0.91 |\n| granulocyte | 75 | 0.72 | 0.37 | 0.70 | 0.34 | 0.00 | 0.49 | 0.64 | 0.66 | 0.77 |\n| erythrocyte | 49 | 0.61 | 0.66 | 0.71 | 0.62 | 0.00 | 0.59 | 0.80 | 0.81 | 0.74 |\n| common myeloid progenitor | 45 | 0.68 | 0.81 | 0.68 | 0.70 | 0.00 | 0.72 | 0.75 | 0.81 | 0.76 |\n| macrophage | 32 | 0.59 | 0.51 | 0.68 | 0.43 | 0.00 | 0.52 | 0.57 | 0.67 | 0.75 |\n| classical monocyte | 24 | 0.00 | 0.00 | 0.28 | 0.16 | 0.00 | 0.16 | 0.29 | 0.29 | 0.12 |\n| intermediate monocyte | 23 | 0.47 | 0.42 | 0.49 | 0.38 | 0.00 | 0.41 | 0.31 | 0.48 | 0.58 |\n| myeloid dendritic cell | 11 | 0.44 | 0.44 | 0.59 | 0.70 | 0.00 | 0.81 | 0.34 | 0.81 | 0.78 |\n| T cell | 11 | 0.67 | 0.40 | 0.29 | 0.40 | 0.00 | 0.51 | 0.65 | 0.79 | 0.69 |\n| mature NK T cell | 6 | 0.00 | 0.67 | 0.29 | 0.00 | 0.00 | 0.20 | 0.44 | 0.67 | 0.67 |\n| non-classical monocyte | 8 | 0.00 | 0.00 | 0.40 | 0.20 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 |\n| basophil | 1 | 0.00 | 0.00 | 0.00 | 0.50 | 0.00 | 0.20 | 0.00 | 0.00 | 0.00 |\n| regulatory T cell | 3 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.50 | 0.00 |\n| fibroblast | 1 | 0.00 | 1.00 | 1.00 | 1.00 | 0.00 | 0.22 | 0.00 | 0.00 | 1.00 |\n| plasmacytoid dendritic cell | 4 | 0.00 | 0.00 | 0.00 | 0.40 | 0.00 | 0.80 | 0.00 | 0.86 | 0.67 |\n| endothelial 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| neutrophil | 7816 | 0.96 | 0.96 | 0.98 | 0.97 | 0.00 | 0.96 | 0.96 | 0.95 | 0.98 |\n| CD4-positive, alpha-beta T cell | 2874 | 0.85 | 0.86 | 0.90 | 0.86 | 0.00 | 0.85 | 0.89 | 0.92 | 0.90 |\n| CD8-positive, alpha-beta T cell | 2393 | 0.84 | 0.84 | 0.88 | 0.81 | 0.00 | 0.82 | 0.87 | 0.89 | 0.88 |\n| monocyte | 1829 | 0.78 | 0.80 | 0.87 | 0.85 | 0.00 | 0.74 | 0.81 | 0.86 | 0.90 |\n| B cell | 1631 | 0.99 | 0.98 | 0.99 | 0.99 | 0.00 | 0.99 | 0.99 | 0.99 | 0.99 |\n| hematopoietic precursor cell | 1538 | 0.80 | 0.85 | 0.91 | 0.90 | 0.00 | 0.86 | 0.88 | 0.91 | 0.93 |\n| plasma cell | 1295 | 0.98 | 0.99 | 0.99 | 0.99 | 0.00 | 0.99 | 1.00 | 0.99 | 1.00 |\n| natural killer cell | 1003 | 0.93 | 0.94 | 0.96 | 0.88 | 0.00 | 0.90 | 0.97 | 0.96 | 0.97 |\n| erythroid progenitor cell | 864 | 0.73 | 0.74 | 0.80 | 0.81 | 0.00 | 0.89 | 0.92 | 0.95 | 0.93 |\n| hematopoietic stem cell | 713 | 0.77 | 0.83 | 0.88 | 0.87 | 0.00 | 0.88 | 0.94 | 0.95 | 0.94 |\n| granulocyte | 560 | 0.69 | 0.24 | 0.78 | 0.63 | 0.00 | 0.70 | 0.71 | 0.67 | 0.84 |\n| erythrocyte | 404 | 0.62 | 0.67 | 0.79 | 0.78 | 0.00 | 0.89 | 0.95 | 0.96 | 0.91 |\n| common myeloid progenitor | 408 | 0.67 | 0.66 | 0.75 | 0.77 | 0.00 | 0.83 | 0.92 | 0.94 | 0.92 |\n| macrophage | 326 | 0.62 | 0.54 | 0.74 | 0.69 | 0.00 | 0.82 | 0.90 | 0.91 | 0.91 |\n| classical monocyte | 207 | 0.00 | 0.00 | 0.44 | 0.41 | 0.00 | 0.45 | 0.74 | 0.78 | 0.78 |\n| intermediate monocyte | 201 | 0.49 | 0.47 | 0.67 | 0.59 | 0.00 | 0.71 | 0.84 | 0.93 | 0.84 |\n| myeloid dendritic cell | 97 | 0.40 | 0.50 | 0.70 | 0.71 | 0.00 | 0.68 | 0.78 | 0.85 | 0.84 |\n| T cell | 87 | 0.48 | 0.36 | 0.58 | 0.46 | 0.00 | 0.57 | 0.66 | 0.69 | 0.77 |\n| mature NK T cell | 58 | 0.16 | 0.38 | 0.53 | 0.18 | 0.00 | 0.56 | 0.94 | 0.93 | 0.95 |\n| non-classical monocyte | 45 | 0.00 | 0.24 | 0.44 | 0.42 | 0.00 | 0.85 | 0.97 | 0.94 | 0.92 |\n| basophil | 22 | 0.00 | 0.00 | 0.70 | 0.67 | 0.00 | 0.40 | 0.86 | 0.79 | 0.83 |\n| regulatory T cell | 11 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.34 | 1.00 | 0.85 | 0.00 |\n| fibroblast | 10 | 0.00 | 0.46 | 0.57 | 0.38 | 0.00 | 0.26 | 1.00 | 0.91 | 0.76 |\n| plasmacytoid dendritic cell | 5 | 0.00 | 0.00 | 0.00 | 0.44 | 0.00 | 0.20 | 1.00 | 0.83 | 0.83 |\n| endothelial cell | 3 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.86 | 1.00 | 1.00 | 0.50 |"
+    "query_accuracy": "| Cell Type | N cells |  celltypist |  knn bbknn |  knn harmony |  knn on scvi |  onclass |  scanvi |  svm |  xgboost | Consensus Prediction |\n| --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- |\n| neutrophil | 880 | 0.97 | 0.97 | 0.97 | 0.96 | 0.00 | 0.91 | 0.96 | 0.96 | 0.98 |\n| CD4-positive, alpha-beta T cell | 296 | 0.82 | 0.84 | 0.84 | 0.80 | 0.00 | 0.79 | 0.82 | 0.85 | 0.85 |\n| CD8-positive, alpha-beta T cell | 267 | 0.81 | 0.84 | 0.82 | 0.78 | 0.00 | 0.81 | 0.82 | 0.86 | 0.85 |\n| monocyte | 221 | 0.74 | 0.78 | 0.80 | 0.78 | 0.00 | 0.66 | 0.65 | 0.75 | 0.80 |\n| B cell | 186 | 0.99 | 0.99 | 0.98 | 0.99 | 0.00 | 1.00 | 0.99 | 0.99 | 0.99 |\n| hematopoietic precursor cell | 161 | 0.76 | 0.80 | 0.82 | 0.81 | 0.00 | 0.83 | 0.82 | 0.83 | 0.83 |\n| plasma cell | 151 | 0.99 | 0.99 | 0.99 | 1.00 | 0.00 | 0.99 | 1.00 | 1.00 | 1.00 |\n| natural killer cell | 106 | 0.94 | 0.97 | 0.95 | 0.90 | 0.00 | 0.90 | 0.95 | 0.97 | 0.96 |\n| erythroid progenitor cell | 96 | 0.75 | 0.73 | 0.73 | 0.70 | 0.00 | 0.76 | 0.75 | 0.82 | 0.78 |\n| hematopoietic stem cell | 74 | 0.78 | 0.81 | 0.84 | 0.76 | 0.00 | 0.81 | 0.77 | 0.79 | 0.82 |\n| granulocyte | 61 | 0.68 | 0.32 | 0.70 | 0.18 | 0.00 | 0.36 | 0.65 | 0.62 | 0.72 |\n| erythrocyte | 45 | 0.63 | 0.62 | 0.67 | 0.62 | 0.00 | 0.70 | 0.74 | 0.81 | 0.69 |\n| common myeloid progenitor | 48 | 0.75 | 0.76 | 0.68 | 0.61 | 0.00 | 0.70 | 0.73 | 0.83 | 0.80 |\n| macrophage | 38 | 0.70 | 0.48 | 0.72 | 0.54 | 0.00 | 0.56 | 0.64 | 0.70 | 0.75 |\n| classical monocyte | 21 | 0.16 | 0.09 | 0.15 | 0.15 | 0.00 | 0.23 | 0.12 | 0.30 | 0.14 |\n| intermediate monocyte | 23 | 0.38 | 0.39 | 0.45 | 0.34 | 0.00 | 0.26 | 0.30 | 0.36 | 0.44 |\n| myeloid dendritic cell | 9 | 0.54 | 0.29 | 0.29 | 0.59 | 0.00 | 0.43 | 0.46 | 0.59 | 0.61 |\n| T cell | 12 | 0.65 | 0.47 | 0.60 | 0.42 | 0.00 | 0.39 | 0.57 | 0.67 | 0.81 |\n| mature NK T cell | 7 | 0.00 | 0.25 | 0.25 | 0.00 | 0.00 | 0.00 | 0.33 | 0.44 | 0.25 |\n| non-classical monocyte | 8 | 0.00 | 0.00 | 0.40 | 0.31 | 0.00 | 0.42 | 0.17 | 0.33 | 0.22 |\n| basophil | 0 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 |\n| regulatory T cell | 1 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 |\n| fibroblast | 0 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 |\n| plasmacytoid dendritic cell | 1 | 0.00 | 0.00 | 1.00 | 1.00 | 0.00 | 0.50 | 0.00 | 0.00 | 1.00 |\n| endothelial 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| neutrophil | 7797 | 0.96 | 0.96 | 0.98 | 0.96 | 0.00 | 0.96 | 0.96 | 0.96 | 0.98 |\n| CD4-positive, alpha-beta T cell | 2877 | 0.86 | 0.88 | 0.88 | 0.86 | 0.00 | 0.85 | 0.90 | 0.92 | 0.90 |\n| CD8-positive, alpha-beta T cell | 2369 | 0.84 | 0.86 | 0.86 | 0.82 | 0.00 | 0.83 | 0.87 | 0.89 | 0.88 |\n| monocyte | 1819 | 0.76 | 0.83 | 0.84 | 0.82 | 0.00 | 0.76 | 0.81 | 0.86 | 0.87 |\n| B cell | 1633 | 0.99 | 0.99 | 0.99 | 0.99 | 0.00 | 0.99 | 0.99 | 0.99 | 0.99 |\n| hematopoietic precursor cell | 1559 | 0.82 | 0.88 | 0.90 | 0.86 | 0.00 | 0.89 | 0.89 | 0.91 | 0.92 |\n| plasma cell | 1297 | 0.98 | 0.99 | 0.99 | 0.99 | 0.00 | 0.98 | 0.99 | 0.99 | 0.99 |\n| natural killer cell | 993 | 0.93 | 0.95 | 0.95 | 0.91 | 0.00 | 0.93 | 0.96 | 0.96 | 0.97 |\n| erythroid progenitor cell | 875 | 0.76 | 0.79 | 0.78 | 0.79 | 0.00 | 0.90 | 0.92 | 0.96 | 0.93 |\n| hematopoietic stem cell | 718 | 0.80 | 0.87 | 0.86 | 0.84 | 0.00 | 0.88 | 0.94 | 0.95 | 0.92 |\n| granulocyte | 574 | 0.71 | 0.29 | 0.74 | 0.25 | 0.00 | 0.73 | 0.72 | 0.70 | 0.84 |\n| erythrocyte | 408 | 0.69 | 0.70 | 0.73 | 0.73 | 0.00 | 0.92 | 0.94 | 0.95 | 0.90 |\n| common myeloid progenitor | 405 | 0.67 | 0.76 | 0.70 | 0.71 | 0.00 | 0.82 | 0.92 | 0.95 | 0.92 |\n| macrophage | 320 | 0.61 | 0.61 | 0.68 | 0.59 | 0.00 | 0.82 | 0.88 | 0.92 | 0.89 |\n| classical monocyte | 210 | 0.16 | 0.03 | 0.11 | 0.18 | 0.00 | 0.51 | 0.71 | 0.73 | 0.54 |\n| intermediate monocyte | 201 | 0.46 | 0.58 | 0.58 | 0.48 | 0.00 | 0.68 | 0.87 | 0.93 | 0.81 |\n| myeloid dendritic cell | 99 | 0.56 | 0.58 | 0.68 | 0.65 | 0.00 | 0.70 | 0.81 | 0.80 | 0.84 |\n| T cell | 86 | 0.56 | 0.32 | 0.46 | 0.41 | 0.00 | 0.45 | 0.73 | 0.70 | 0.80 |\n| mature NK T cell | 57 | 0.00 | 0.63 | 0.42 | 0.03 | 0.00 | 0.68 | 0.96 | 0.97 | 0.96 |\n| non-classical monocyte | 45 | 0.00 | 0.43 | 0.38 | 0.46 | 0.00 | 0.67 | 0.94 | 0.97 | 0.89 |\n| basophil | 23 | 0.00 | 0.52 | 0.48 | 0.55 | 0.00 | 0.56 | 0.90 | 0.70 | 0.85 |\n| regulatory T cell | 13 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.36 | 0.96 | 0.76 | 0.14 |\n| fibroblast | 11 | 0.00 | 0.54 | 0.36 | 0.44 | 0.00 | 0.61 | 0.96 | 0.96 | 0.87 |\n| plasmacytoid dendritic cell | 8 | 0.00 | 0.50 | 0.40 | 0.00 | 0.00 | 0.28 | 0.67 | 0.76 | 0.67 |\n| endothelial cell | 3 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.57 | 1.00 | 1.00 | 0.50 |"
 }

celltypist.pkl

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 size 569800

faiss_index.index

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+size 4880045

harmony_knn_classifier.index

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preprocessing.json

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         "ENSG00000000971",
         "ENSG00000001084",
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         "ENSG00000010704",
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         "ENSG00000069482",
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         "ENSG00000077713",
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-        "ENSG00000081479",
         "ENSG00000081985",
         "ENSG00000082146",
         "ENSG00000082196",
-        "ENSG00000082213",
         "ENSG00000082293",
         "ENSG00000082397",
         "ENSG00000082512",
         "ENSG00000082781",
+        "ENSG00000083067",
         "ENSG00000083097",
         "ENSG00000083799",
         "ENSG00000083812",
@@ -316,13 +329,12 @@
         "ENSG00000084110",
         "ENSG00000084112",
         "ENSG00000084731",
+        "ENSG00000085117",
         "ENSG00000085276",
         "ENSG00000085433",
-        "ENSG00000085449",
         "ENSG00000085465",
         "ENSG00000085563",
         "ENSG00000085733",
-        "ENSG00000085741",
         "ENSG00000085978",
         "ENSG00000085982",
         "ENSG00000086062",
@@ -331,6 +343,7 @@
         "ENSG00000086548",
         "ENSG00000086717",
         "ENSG00000086848",
+        "ENSG00000087076",
         "ENSG00000087085",
         "ENSG00000087086",
         "ENSG00000087111",
@@ -338,11 +351,9 @@
         "ENSG00000087245",
         "ENSG00000087253",
         "ENSG00000087258",
-        "ENSG00000087303",
         "ENSG00000087448",
         "ENSG00000087586",
         "ENSG00000087589",
-        "ENSG00000088053",
         "ENSG00000088179",
         "ENSG00000088256",
         "ENSG00000088305",
@@ -359,9 +370,9 @@
         "ENSG00000089060",
         "ENSG00000089091",
         "ENSG00000089127",
+        "ENSG00000089157",
         "ENSG00000089163",
         "ENSG00000089250",
-        "ENSG00000089685",
         "ENSG00000089692",
         "ENSG00000089723",
         "ENSG00000090013",
@@ -385,7 +396,6 @@
         "ENSG00000091536",
         "ENSG00000091844",
         "ENSG00000091972",
-        "ENSG00000091986",
         "ENSG00000092068",
         "ENSG00000092445",
         "ENSG00000092529",
@@ -422,6 +432,7 @@
         "ENSG00000100027",
         "ENSG00000100036",
         "ENSG00000100079",
+        "ENSG00000100095",
         "ENSG00000100100",
         "ENSG00000100122",
         "ENSG00000100150",
@@ -431,18 +442,24 @@
         "ENSG00000100234",
         "ENSG00000100271",
         "ENSG00000100284",
+        "ENSG00000100311",
         "ENSG00000100316",
+        "ENSG00000100321",
         "ENSG00000100336",
         "ENSG00000100342",
         "ENSG00000100346",
         "ENSG00000100373",
         "ENSG00000100376",
+        "ENSG00000100379",
         "ENSG00000100439",
+        "ENSG00000100448",
         "ENSG00000100450",
         "ENSG00000100453",
         "ENSG00000100461",
         "ENSG00000100483",
         "ENSG00000100505",
+        "ENSG00000100526",
+        "ENSG00000100532",
         "ENSG00000100558",
         "ENSG00000100592",
         "ENSG00000100600",
@@ -451,6 +468,7 @@
         "ENSG00000100721",
         "ENSG00000100722",
         "ENSG00000100744",
+        "ENSG00000100784",
         "ENSG00000100802",
         "ENSG00000100814",
         "ENSG00000100889",
@@ -465,13 +483,16 @@
         "ENSG00000101082",
         "ENSG00000101150",
         "ENSG00000101162",
+        "ENSG00000101188",
         "ENSG00000101190",
+        "ENSG00000101191",
         "ENSG00000101213",
         "ENSG00000101224",
         "ENSG00000101246",
         "ENSG00000101255",
         "ENSG00000101307",
         "ENSG00000101333",
+        "ENSG00000101342",
         "ENSG00000101384",
         "ENSG00000101391",
         "ENSG00000101400",
@@ -479,22 +500,19 @@
         "ENSG00000101444",
         "ENSG00000101447",
         "ENSG00000101542",
+        "ENSG00000101546",
         "ENSG00000101574",
         "ENSG00000101605",
-        "ENSG00000101751",
         "ENSG00000101811",
         "ENSG00000101842",
         "ENSG00000101844",
         "ENSG00000101856",
         "ENSG00000101871",
-        "ENSG00000101928",
-        "ENSG00000101935",
         "ENSG00000101986",
         "ENSG00000102001",
         "ENSG00000102003",
         "ENSG00000102024",
         "ENSG00000102038",
-        "ENSG00000102048",
         "ENSG00000102054",
         "ENSG00000102057",
         "ENSG00000102078",
@@ -505,6 +523,7 @@
         "ENSG00000102221",
         "ENSG00000102241",
         "ENSG00000102245",
+        "ENSG00000102312",
         "ENSG00000102349",
         "ENSG00000102383",
         "ENSG00000102471",
@@ -530,29 +549,31 @@
         "ENSG00000103351",
         "ENSG00000103353",
         "ENSG00000103365",
-        "ENSG00000103522",
         "ENSG00000103528",
         "ENSG00000103534",
         "ENSG00000103671",
         "ENSG00000103852",
         "ENSG00000104067",
+        "ENSG00000104142",
         "ENSG00000104154",
         "ENSG00000104267",
         "ENSG00000104312",
+        "ENSG00000104313",
         "ENSG00000104341",
         "ENSG00000104361",
+        "ENSG00000104368",
         "ENSG00000104413",
         "ENSG00000104490",
         "ENSG00000104497",
-        "ENSG00000104689",
+        "ENSG00000104613",
         "ENSG00000104728",
+        "ENSG00000104765",
         "ENSG00000104833",
         "ENSG00000104881",
         "ENSG00000104921",
         "ENSG00000104936",
-        "ENSG00000104946",
+        "ENSG00000104951",
         "ENSG00000104972",
-        "ENSG00000104974",
         "ENSG00000105072",
         "ENSG00000105088",
         "ENSG00000105122",
@@ -568,11 +589,14 @@
         "ENSG00000105357",
         "ENSG00000105372",
         "ENSG00000105427",
+        "ENSG00000105443",
         "ENSG00000105447",
         "ENSG00000105464",
+        "ENSG00000105492",
         "ENSG00000105499",
         "ENSG00000105568",
         "ENSG00000105610",
+        "ENSG00000105640",
         "ENSG00000105672",
         "ENSG00000105676",
         "ENSG00000105708",
@@ -581,24 +605,24 @@
         "ENSG00000105732",
         "ENSG00000105750",
         "ENSG00000105784",
+        "ENSG00000105792",
         "ENSG00000105810",
         "ENSG00000105835",
         "ENSG00000105855",
         "ENSG00000105865",
         "ENSG00000105866",
         "ENSG00000105877",
-        "ENSG00000105879",
         "ENSG00000105928",
+        "ENSG00000105971",
         "ENSG00000105982",
         "ENSG00000106004",
-        "ENSG00000106012",
         "ENSG00000106013",
-        "ENSG00000106025",
-        "ENSG00000106049",
+        "ENSG00000106080",
         "ENSG00000106086",
         "ENSG00000106089",
         "ENSG00000106258",
         "ENSG00000106327",
+        "ENSG00000106328",
         "ENSG00000106333",
         "ENSG00000106346",
         "ENSG00000106351",
@@ -607,15 +631,15 @@
         "ENSG00000106479",
         "ENSG00000106484",
         "ENSG00000106560",
+        "ENSG00000106565",
         "ENSG00000106608",
         "ENSG00000106624",
-        "ENSG00000106686",
         "ENSG00000106804",
         "ENSG00000106809",
         "ENSG00000106819",
+        "ENSG00000106823",
         "ENSG00000106853",
         "ENSG00000106952",
-        "ENSG00000106992",
         "ENSG00000106993",
         "ENSG00000107014",
         "ENSG00000107021",
@@ -623,19 +647,16 @@
         "ENSG00000107186",
         "ENSG00000107201",
         "ENSG00000107249",
-        "ENSG00000107290",
-        "ENSG00000107331",
         "ENSG00000107338",
-        "ENSG00000107404",
         "ENSG00000107438",
         "ENSG00000107562",
         "ENSG00000107611",
         "ENSG00000107679",
+        "ENSG00000107771",
         "ENSG00000107789",
         "ENSG00000107798",
         "ENSG00000107815",
         "ENSG00000108039",
-        "ENSG00000108094",
         "ENSG00000108179",
         "ENSG00000108187",
         "ENSG00000108239",
@@ -653,7 +674,6 @@
         "ENSG00000108651",
         "ENSG00000108654",
         "ENSG00000108666",
-        "ENSG00000108679",
         "ENSG00000108771",
         "ENSG00000108797",
         "ENSG00000108799",
@@ -663,12 +683,13 @@
         "ENSG00000108861",
         "ENSG00000108883",
         "ENSG00000108924",
-        "ENSG00000108984",
+        "ENSG00000108960",
         "ENSG00000109063",
         "ENSG00000109065",
         "ENSG00000109099",
         "ENSG00000109103",
         "ENSG00000109107",
+        "ENSG00000109133",
         "ENSG00000109339",
         "ENSG00000109436",
         "ENSG00000109572",
@@ -685,12 +706,10 @@
         "ENSG00000109944",
         "ENSG00000109956",
         "ENSG00000109971",
-        "ENSG00000110002",
         "ENSG00000110025",
         "ENSG00000110042",
         "ENSG00000110060",
         "ENSG00000110077",
-        "ENSG00000110079",
         "ENSG00000110080",
         "ENSG00000110092",
         "ENSG00000110104",
@@ -698,9 +717,7 @@
         "ENSG00000110218",
         "ENSG00000110324",
         "ENSG00000110436",
-        "ENSG00000110448",
         "ENSG00000110514",
-        "ENSG00000110583",
         "ENSG00000110693",
         "ENSG00000110697",
         "ENSG00000110723",
@@ -716,7 +733,6 @@
         "ENSG00000110955",
         "ENSG00000110958",
         "ENSG00000111087",
-        "ENSG00000111110",
         "ENSG00000111144",
         "ENSG00000111145",
         "ENSG00000111269",
@@ -738,16 +754,18 @@
         "ENSG00000111679",
         "ENSG00000111696",
         "ENSG00000111725",
+        "ENSG00000111727",
         "ENSG00000111728",
         "ENSG00000111785",
         "ENSG00000111790",
         "ENSG00000111796",
         "ENSG00000111801",
+        "ENSG00000111843",
         "ENSG00000111863",
         "ENSG00000111879",
         "ENSG00000111880",
+        "ENSG00000111961",
         "ENSG00000112077",
-        "ENSG00000112078",
         "ENSG00000112118",
         "ENSG00000112130",
         "ENSG00000112139",
@@ -759,7 +777,6 @@
         "ENSG00000112218",
         "ENSG00000112290",
         "ENSG00000112293",
-        "ENSG00000112294",
         "ENSG00000112303",
         "ENSG00000112308",
         "ENSG00000112320",
@@ -770,7 +787,6 @@
         "ENSG00000112530",
         "ENSG00000112599",
         "ENSG00000112697",
-        "ENSG00000112759",
         "ENSG00000112769",
         "ENSG00000112782",
         "ENSG00000112796",
@@ -790,7 +806,6 @@
         "ENSG00000113389",
         "ENSG00000113552",
         "ENSG00000113555",
-        "ENSG00000113583",
         "ENSG00000113645",
         "ENSG00000113758",
         "ENSG00000113790",
@@ -798,6 +813,7 @@
         "ENSG00000113966",
         "ENSG00000114013",
         "ENSG00000114026",
+        "ENSG00000114279",
         "ENSG00000114487",
         "ENSG00000114520",
         "ENSG00000114529",
@@ -813,12 +829,10 @@
         "ENSG00000114770",
         "ENSG00000114790",
         "ENSG00000114805",
-        "ENSG00000114841",
         "ENSG00000114859",
         "ENSG00000114904",
         "ENSG00000114948",
         "ENSG00000114988",
-        "ENSG00000114999",
         "ENSG00000115009",
         "ENSG00000115085",
         "ENSG00000115109",
@@ -828,7 +842,6 @@
         "ENSG00000115255",
         "ENSG00000115257",
         "ENSG00000115282",
-        "ENSG00000115289",
         "ENSG00000115290",
         "ENSG00000115295",
         "ENSG00000115306",
@@ -842,10 +855,8 @@
         "ENSG00000115520",
         "ENSG00000115523",
         "ENSG00000115526",
-        "ENSG00000115598",
         "ENSG00000115602",
         "ENSG00000115738",
-        "ENSG00000115762",
         "ENSG00000115827",
         "ENSG00000115840",
         "ENSG00000115884",
@@ -860,11 +871,10 @@
         "ENSG00000116128",
         "ENSG00000116147",
         "ENSG00000116194",
-        "ENSG00000116213",
         "ENSG00000116299",
-        "ENSG00000116353",
         "ENSG00000116396",
         "ENSG00000116525",
+        "ENSG00000116544",
         "ENSG00000116678",
         "ENSG00000116690",
         "ENSG00000116704",
@@ -872,9 +882,9 @@
         "ENSG00000116741",
         "ENSG00000116748",
         "ENSG00000116771",
-        "ENSG00000116791",
         "ENSG00000116819",
         "ENSG00000116824",
+        "ENSG00000116830",
         "ENSG00000116885",
         "ENSG00000116962",
         "ENSG00000116985",
@@ -894,7 +904,6 @@
         "ENSG00000117399",
         "ENSG00000117400",
         "ENSG00000117408",
-        "ENSG00000117475",
         "ENSG00000117477",
         "ENSG00000117480",
         "ENSG00000117519",
@@ -905,19 +914,19 @@
         "ENSG00000117595",
         "ENSG00000117602",
         "ENSG00000117632",
+        "ENSG00000117640",
         "ENSG00000117643",
         "ENSG00000117650",
         "ENSG00000117697",
         "ENSG00000117724",
         "ENSG00000117758",
+        "ENSG00000117791",
         "ENSG00000117906",
-        "ENSG00000118162",
         "ENSG00000118197",
         "ENSG00000118242",
         "ENSG00000118257",
         "ENSG00000118307",
         "ENSG00000118369",
-        "ENSG00000118420",
         "ENSG00000118454",
         "ENSG00000118473",
         "ENSG00000118495",
@@ -926,7 +935,6 @@
         "ENSG00000118515",
         "ENSG00000118518",
         "ENSG00000118596",
-        "ENSG00000118620",
         "ENSG00000118707",
         "ENSG00000118777",
         "ENSG00000118804",
@@ -936,7 +944,6 @@
         "ENSG00000118961",
         "ENSG00000118997",
         "ENSG00000119041",
-        "ENSG00000119138",
         "ENSG00000119227",
         "ENSG00000119242",
         "ENSG00000119328",
@@ -950,6 +957,7 @@
         "ENSG00000119686",
         "ENSG00000119688",
         "ENSG00000119699",
+        "ENSG00000119703",
         "ENSG00000119714",
         "ENSG00000119760",
         "ENSG00000119862",
@@ -957,13 +965,12 @@
         "ENSG00000119917",
         "ENSG00000119922",
         "ENSG00000119927",
+        "ENSG00000119943",
         "ENSG00000119946",
         "ENSG00000119950",
         "ENSG00000119965",
         "ENSG00000120049",
         "ENSG00000120129",
-        "ENSG00000120156",
-        "ENSG00000120217",
         "ENSG00000120262",
         "ENSG00000120280",
         "ENSG00000120370",
@@ -986,11 +993,14 @@
         "ENSG00000121413",
         "ENSG00000121417",
         "ENSG00000121454",
+        "ENSG00000121570",
         "ENSG00000121577",
         "ENSG00000121578",
         "ENSG00000121690",
         "ENSG00000121691",
+        "ENSG00000121807",
         "ENSG00000121864",
+        "ENSG00000121895",
         "ENSG00000121897",
         "ENSG00000121904",
         "ENSG00000121933",
@@ -1004,7 +1014,6 @@
         "ENSG00000122043",
         "ENSG00000122122",
         "ENSG00000122223",
-        "ENSG00000122224",
         "ENSG00000122406",
         "ENSG00000122417",
         "ENSG00000122420",
@@ -1020,6 +1029,7 @@
         "ENSG00000122861",
         "ENSG00000122870",
         "ENSG00000122877",
+        "ENSG00000122884",
         "ENSG00000122952",
         "ENSG00000122971",
         "ENSG00000123064",
@@ -1027,19 +1037,16 @@
         "ENSG00000123131",
         "ENSG00000123159",
         "ENSG00000123243",
-        "ENSG00000123342",
         "ENSG00000123360",
         "ENSG00000123384",
         "ENSG00000123405",
-        "ENSG00000123411",
         "ENSG00000123416",
         "ENSG00000123453",
-        "ENSG00000123500",
         "ENSG00000123600",
-        "ENSG00000123700",
         "ENSG00000123728",
         "ENSG00000123975",
         "ENSG00000124067",
+        "ENSG00000124074",
         "ENSG00000124103",
         "ENSG00000124104",
         "ENSG00000124107",
@@ -1051,13 +1058,16 @@
         "ENSG00000124209",
         "ENSG00000124215",
         "ENSG00000124216",
+        "ENSG00000124225",
         "ENSG00000124257",
         "ENSG00000124275",
         "ENSG00000124313",
         "ENSG00000124459",
         "ENSG00000124466",
         "ENSG00000124490",
+        "ENSG00000124491",
         "ENSG00000124496",
+        "ENSG00000124602",
         "ENSG00000124613",
         "ENSG00000124701",
         "ENSG00000124721",
@@ -1074,6 +1084,7 @@
         "ENSG00000125434",
         "ENSG00000125450",
         "ENSG00000125462",
+        "ENSG00000125505",
         "ENSG00000125538",
         "ENSG00000125630",
         "ENSG00000125650",
@@ -1082,7 +1093,6 @@
         "ENSG00000125734",
         "ENSG00000125735",
         "ENSG00000125740",
-        "ENSG00000125834",
         "ENSG00000125845",
         "ENSG00000125869",
         "ENSG00000125945",
@@ -1098,6 +1108,7 @@
         "ENSG00000126353",
         "ENSG00000126467",
         "ENSG00000126500",
+        "ENSG00000126524",
         "ENSG00000126787",
         "ENSG00000126803",
         "ENSG00000126804",
@@ -1110,7 +1121,6 @@
         "ENSG00000127080",
         "ENSG00000127083",
         "ENSG00000127191",
-        "ENSG00000127249",
         "ENSG00000127329",
         "ENSG00000127334",
         "ENSG00000127364",
@@ -1123,6 +1133,7 @@
         "ENSG00000127870",
         "ENSG00000127903",
         "ENSG00000127920",
+        "ENSG00000127948",
         "ENSG00000127954",
         "ENSG00000127955",
         "ENSG00000127989",
@@ -1131,9 +1142,9 @@
         "ENSG00000128016",
         "ENSG00000128040",
         "ENSG00000128050",
-        "ENSG00000128203",
         "ENSG00000128228",
         "ENSG00000128271",
+        "ENSG00000128274",
         "ENSG00000128284",
         "ENSG00000128298",
         "ENSG00000128322",
@@ -1159,6 +1170,7 @@
         "ENSG00000129204",
         "ENSG00000129219",
         "ENSG00000129244",
+        "ENSG00000129465",
         "ENSG00000129467",
         "ENSG00000129472",
         "ENSG00000129480",
@@ -1192,17 +1204,19 @@
         "ENSG00000130584",
         "ENSG00000130590",
         "ENSG00000130592",
-        "ENSG00000130595",
         "ENSG00000130635",
         "ENSG00000130649",
         "ENSG00000130707",
         "ENSG00000130766",
+        "ENSG00000130770",
         "ENSG00000130783",
         "ENSG00000130787",
         "ENSG00000130812",
         "ENSG00000130818",
         "ENSG00000130821",
         "ENSG00000130830",
+        "ENSG00000130856",
+        "ENSG00000130881",
         "ENSG00000130935",
         "ENSG00000130940",
         "ENSG00000130956",
@@ -1233,11 +1247,9 @@
         "ENSG00000131848",
         "ENSG00000131849",
         "ENSG00000131899",
-        "ENSG00000131941",
         "ENSG00000131951",
         "ENSG00000132002",
         "ENSG00000132122",
-        "ENSG00000132128",
         "ENSG00000132185",
         "ENSG00000132274",
         "ENSG00000132305",
@@ -1248,15 +1260,12 @@
         "ENSG00000132470",
         "ENSG00000132475",
         "ENSG00000132478",
-        "ENSG00000132481",
         "ENSG00000132514",
         "ENSG00000132535",
         "ENSG00000132561",
         "ENSG00000132604",
-        "ENSG00000132613",
         "ENSG00000132623",
         "ENSG00000132639",
-        "ENSG00000132640",
         "ENSG00000132646",
         "ENSG00000132664",
         "ENSG00000132704",
@@ -1264,9 +1273,9 @@
         "ENSG00000132768",
         "ENSG00000132792",
         "ENSG00000132801",
+        "ENSG00000132819",
         "ENSG00000132825",
         "ENSG00000132849",
-        "ENSG00000132874",
         "ENSG00000132881",
         "ENSG00000132906",
         "ENSG00000132912",
@@ -1322,16 +1331,14 @@
         "ENSG00000134376",
         "ENSG00000134444",
         "ENSG00000134460",
-        "ENSG00000134470",
         "ENSG00000134531",
         "ENSG00000134539",
         "ENSG00000134545",
         "ENSG00000134548",
         "ENSG00000134571",
-        "ENSG00000134575",
+        "ENSG00000134602",
         "ENSG00000134697",
         "ENSG00000134755",
-        "ENSG00000134769",
         "ENSG00000134775",
         "ENSG00000134864",
         "ENSG00000134873",
@@ -1339,6 +1346,7 @@
         "ENSG00000134899",
         "ENSG00000134901",
         "ENSG00000134955",
+        "ENSG00000135046",
         "ENSG00000135069",
         "ENSG00000135077",
         "ENSG00000135083",
@@ -1346,6 +1354,7 @@
         "ENSG00000135108",
         "ENSG00000135114",
         "ENSG00000135119",
+        "ENSG00000135127",
         "ENSG00000135205",
         "ENSG00000135218",
         "ENSG00000135245",
@@ -1355,7 +1364,6 @@
         "ENSG00000135315",
         "ENSG00000135318",
         "ENSG00000135362",
-        "ENSG00000135378",
         "ENSG00000135407",
         "ENSG00000135409",
         "ENSG00000135437",
@@ -1375,7 +1383,6 @@
         "ENSG00000135740",
         "ENSG00000135749",
         "ENSG00000135775",
-        "ENSG00000135801",
         "ENSG00000135821",
         "ENSG00000135823",
         "ENSG00000135828",
@@ -1394,6 +1401,7 @@
         "ENSG00000136158",
         "ENSG00000136159",
         "ENSG00000136160",
+        "ENSG00000136205",
         "ENSG00000136231",
         "ENSG00000136235",
         "ENSG00000136250",
@@ -1408,7 +1416,6 @@
         "ENSG00000136573",
         "ENSG00000136603",
         "ENSG00000136634",
-        "ENSG00000136710",
         "ENSG00000136717",
         "ENSG00000136826",
         "ENSG00000136827",
@@ -1422,11 +1429,10 @@
         "ENSG00000136928",
         "ENSG00000136929",
         "ENSG00000136935",
-        "ENSG00000136943",
         "ENSG00000136960",
         "ENSG00000136997",
+        "ENSG00000137040",
         "ENSG00000137054",
-        "ENSG00000137070",
         "ENSG00000137075",
         "ENSG00000137101",
         "ENSG00000137103",
@@ -1435,7 +1441,6 @@
         "ENSG00000137154",
         "ENSG00000137166",
         "ENSG00000137185",
-        "ENSG00000137198",
         "ENSG00000137265",
         "ENSG00000137269",
         "ENSG00000137338",
@@ -1452,6 +1457,7 @@
         "ENSG00000137752",
         "ENSG00000137760",
         "ENSG00000137801",
+        "ENSG00000137802",
         "ENSG00000137807",
         "ENSG00000137818",
         "ENSG00000137821",
@@ -1466,14 +1472,16 @@
         "ENSG00000137960",
         "ENSG00000138061",
         "ENSG00000138075",
+        "ENSG00000138080",
         "ENSG00000138135",
         "ENSG00000138138",
         "ENSG00000138172",
         "ENSG00000138193",
         "ENSG00000138231",
         "ENSG00000138271",
-        "ENSG00000138303",
         "ENSG00000138316",
+        "ENSG00000138363",
+        "ENSG00000138386",
         "ENSG00000138395",
         "ENSG00000138430",
         "ENSG00000138434",
@@ -1488,7 +1496,6 @@
         "ENSG00000138678",
         "ENSG00000138696",
         "ENSG00000138722",
-        "ENSG00000138735",
         "ENSG00000138750",
         "ENSG00000138759",
         "ENSG00000138778",
@@ -1518,13 +1525,14 @@
         "ENSG00000139637",
         "ENSG00000139644",
         "ENSG00000139679",
-        "ENSG00000139890",
         "ENSG00000139915",
         "ENSG00000139970",
+        "ENSG00000139977",
         "ENSG00000139990",
         "ENSG00000139998",
         "ENSG00000140006",
         "ENSG00000140009",
+        "ENSG00000140015",
         "ENSG00000140022",
         "ENSG00000140030",
         "ENSG00000140057",
@@ -1551,24 +1559,23 @@
         "ENSG00000140950",
         "ENSG00000140961",
         "ENSG00000140968",
-        "ENSG00000140987",
         "ENSG00000140988",
         "ENSG00000141013",
         "ENSG00000141034",
         "ENSG00000141040",
         "ENSG00000141096",
         "ENSG00000141098",
+        "ENSG00000141179",
         "ENSG00000141232",
+        "ENSG00000141293",
         "ENSG00000141338",
         "ENSG00000141391",
         "ENSG00000141404",
         "ENSG00000141424",
         "ENSG00000141441",
         "ENSG00000141449",
-        "ENSG00000141458",
         "ENSG00000141469",
         "ENSG00000141497",
-        "ENSG00000141505",
         "ENSG00000141519",
         "ENSG00000141527",
         "ENSG00000141540",
@@ -1580,7 +1587,7 @@
         "ENSG00000141753",
         "ENSG00000141837",
         "ENSG00000142173",
-        "ENSG00000142303",
+        "ENSG00000142197",
         "ENSG00000142330",
         "ENSG00000142444",
         "ENSG00000142453",
@@ -1600,6 +1607,7 @@
         "ENSG00000142920",
         "ENSG00000142949",
         "ENSG00000142961",
+        "ENSG00000143033",
         "ENSG00000143079",
         "ENSG00000143093",
         "ENSG00000143126",
@@ -1611,13 +1619,13 @@
         "ENSG00000143226",
         "ENSG00000143248",
         "ENSG00000143297",
-        "ENSG00000143322",
         "ENSG00000143333",
         "ENSG00000143341",
         "ENSG00000143344",
         "ENSG00000143365",
         "ENSG00000143367",
         "ENSG00000143373",
+        "ENSG00000143387",
         "ENSG00000143398",
         "ENSG00000143401",
         "ENSG00000143416",
@@ -1631,11 +1639,9 @@
         "ENSG00000143554",
         "ENSG00000143578",
         "ENSG00000143603",
-        "ENSG00000143622",
         "ENSG00000143630",
         "ENSG00000143740",
         "ENSG00000143751",
-        "ENSG00000143776",
         "ENSG00000143842",
         "ENSG00000143850",
         "ENSG00000143858",
@@ -1643,10 +1649,12 @@
         "ENSG00000143971",
         "ENSG00000143994",
         "ENSG00000143995",
+        "ENSG00000144026",
         "ENSG00000144043",
         "ENSG00000144057",
         "ENSG00000144061",
         "ENSG00000144115",
+        "ENSG00000144118",
         "ENSG00000144120",
         "ENSG00000144152",
         "ENSG00000144233",
@@ -1654,6 +1662,7 @@
         "ENSG00000144306",
         "ENSG00000144339",
         "ENSG00000144369",
+        "ENSG00000144381",
         "ENSG00000144481",
         "ENSG00000144485",
         "ENSG00000144504",
@@ -1667,20 +1676,17 @@
         "ENSG00000144792",
         "ENSG00000144821",
         "ENSG00000144824",
-        "ENSG00000144843",
         "ENSG00000144868",
         "ENSG00000144891",
         "ENSG00000144893",
         "ENSG00000144909",
-        "ENSG00000145014",
         "ENSG00000145022",
-        "ENSG00000145041",
         "ENSG00000145191",
         "ENSG00000145214",
-        "ENSG00000145244",
+        "ENSG00000145242",
         "ENSG00000145246",
+        "ENSG00000145248",
         "ENSG00000145284",
-        "ENSG00000145293",
         "ENSG00000145362",
         "ENSG00000145388",
         "ENSG00000145416",
@@ -1692,6 +1698,7 @@
         "ENSG00000145555",
         "ENSG00000145623",
         "ENSG00000145632",
+        "ENSG00000145687",
         "ENSG00000145700",
         "ENSG00000145708",
         "ENSG00000145721",
@@ -1717,13 +1724,13 @@
         "ENSG00000146285",
         "ENSG00000146409",
         "ENSG00000146433",
+        "ENSG00000146476",
         "ENSG00000146530",
         "ENSG00000146674",
         "ENSG00000146700",
         "ENSG00000146729",
         "ENSG00000146833",
         "ENSG00000146904",
-        "ENSG00000146955",
         "ENSG00000147082",
         "ENSG00000147099",
         "ENSG00000147118",
@@ -1732,11 +1739,11 @@
         "ENSG00000147138",
         "ENSG00000147144",
         "ENSG00000147145",
+        "ENSG00000147164",
         "ENSG00000147174",
         "ENSG00000147231",
         "ENSG00000147324",
         "ENSG00000147394",
-        "ENSG00000147416",
         "ENSG00000147437",
         "ENSG00000147443",
         "ENSG00000147454",
@@ -1745,10 +1752,10 @@
         "ENSG00000147570",
         "ENSG00000147573",
         "ENSG00000147604",
-        "ENSG00000147650",
         "ENSG00000147687",
         "ENSG00000147789",
         "ENSG00000147862",
+        "ENSG00000147872",
         "ENSG00000147883",
         "ENSG00000148053",
         "ENSG00000148143",
@@ -1765,6 +1772,7 @@
         "ENSG00000148426",
         "ENSG00000148468",
         "ENSG00000148484",
+        "ENSG00000148498",
         "ENSG00000148572",
         "ENSG00000148680",
         "ENSG00000148773",
@@ -1774,10 +1782,12 @@
         "ENSG00000149131",
         "ENSG00000149218",
         "ENSG00000149243",
+        "ENSG00000149256",
         "ENSG00000149260",
         "ENSG00000149273",
         "ENSG00000149294",
         "ENSG00000149403",
+        "ENSG00000149474",
         "ENSG00000149516",
         "ENSG00000149534",
         "ENSG00000149557",
@@ -1785,18 +1795,20 @@
         "ENSG00000149573",
         "ENSG00000149577",
         "ENSG00000149582",
-        "ENSG00000149591",
         "ENSG00000149781",
         "ENSG00000149782",
         "ENSG00000149792",
         "ENSG00000149922",
+        "ENSG00000149970",
         "ENSG00000150045",
         "ENSG00000150275",
         "ENSG00000150281",
+        "ENSG00000150433",
         "ENSG00000150636",
         "ENSG00000150687",
         "ENSG00000150760",
         "ENSG00000150867",
+        "ENSG00000151012",
         "ENSG00000151023",
         "ENSG00000151062",
         "ENSG00000151164",
@@ -1806,10 +1818,9 @@
         "ENSG00000151320",
         "ENSG00000151332",
         "ENSG00000151338",
-        "ENSG00000151376",
         "ENSG00000151468",
+        "ENSG00000151474",
         "ENSG00000151490",
-        "ENSG00000151498",
         "ENSG00000151532",
         "ENSG00000151553",
         "ENSG00000151611",
@@ -1818,7 +1829,9 @@
         "ENSG00000151718",
         "ENSG00000151746",
         "ENSG00000151773",
+        "ENSG00000151778",
         "ENSG00000151835",
+        "ENSG00000151881",
         "ENSG00000151914",
         "ENSG00000151929",
         "ENSG00000152104",
@@ -1830,6 +1843,7 @@
         "ENSG00000152284",
         "ENSG00000152377",
         "ENSG00000152382",
+        "ENSG00000152402",
         "ENSG00000152413",
         "ENSG00000152433",
         "ENSG00000152454",
@@ -1842,7 +1856,6 @@
         "ENSG00000152580",
         "ENSG00000152582",
         "ENSG00000152583",
-        "ENSG00000152760",
         "ENSG00000152763",
         "ENSG00000152778",
         "ENSG00000152782",
@@ -1866,7 +1879,6 @@
         "ENSG00000153531",
         "ENSG00000153558",
         "ENSG00000153563",
-        "ENSG00000153721",
         "ENSG00000153786",
         "ENSG00000153832",
         "ENSG00000153896",
@@ -1875,8 +1887,8 @@
         "ENSG00000153930",
         "ENSG00000153933",
         "ENSG00000154027",
-        "ENSG00000154059",
         "ENSG00000154099",
+        "ENSG00000154122",
         "ENSG00000154133",
         "ENSG00000154165",
         "ENSG00000154175",
@@ -1916,11 +1928,13 @@
         "ENSG00000155530",
         "ENSG00000155542",
         "ENSG00000155592",
+        "ENSG00000155629",
         "ENSG00000155636",
         "ENSG00000155657",
         "ENSG00000155719",
         "ENSG00000155754",
         "ENSG00000155761",
+        "ENSG00000155827",
         "ENSG00000155858",
         "ENSG00000155926",
         "ENSG00000155961",
@@ -1932,7 +1946,6 @@
         "ENSG00000156172",
         "ENSG00000156206",
         "ENSG00000156218",
-        "ENSG00000156265",
         "ENSG00000156345",
         "ENSG00000156374",
         "ENSG00000156381",
@@ -1953,7 +1966,6 @@
         "ENSG00000157110",
         "ENSG00000157150",
         "ENSG00000157152",
-        "ENSG00000157224",
         "ENSG00000157227",
         "ENSG00000157240",
         "ENSG00000157343",
@@ -1968,8 +1980,6 @@
         "ENSG00000157578",
         "ENSG00000157601",
         "ENSG00000157625",
-        "ENSG00000157654",
-        "ENSG00000157657",
         "ENSG00000157693",
         "ENSG00000157703",
         "ENSG00000157796",
@@ -1986,20 +1996,17 @@
         "ENSG00000158079",
         "ENSG00000158158",
         "ENSG00000158163",
-        "ENSG00000158164",
         "ENSG00000158169",
         "ENSG00000158186",
         "ENSG00000158258",
         "ENSG00000158270",
         "ENSG00000158292",
         "ENSG00000158352",
-        "ENSG00000158423",
-        "ENSG00000158427",
         "ENSG00000158435",
         "ENSG00000158457",
         "ENSG00000158473",
         "ENSG00000158481",
-        "ENSG00000158483",
+        "ENSG00000158486",
         "ENSG00000158528",
         "ENSG00000158555",
         "ENSG00000158560",
@@ -2013,13 +2020,14 @@
         "ENSG00000158813",
         "ENSG00000158856",
         "ENSG00000158863",
-        "ENSG00000158966",
         "ENSG00000158987",
         "ENSG00000159082",
         "ENSG00000159164",
         "ENSG00000159189",
         "ENSG00000159214",
+        "ENSG00000159231",
         "ENSG00000159261",
+        "ENSG00000159314",
         "ENSG00000159348",
         "ENSG00000159388",
         "ENSG00000159403",
@@ -2027,19 +2035,19 @@
         "ENSG00000159674",
         "ENSG00000159714",
         "ENSG00000159761",
+        "ENSG00000159788",
         "ENSG00000159882",
         "ENSG00000159885",
         "ENSG00000159905",
         "ENSG00000159915",
-        "ENSG00000160013",
         "ENSG00000160051",
         "ENSG00000160111",
         "ENSG00000160145",
         "ENSG00000160185",
         "ENSG00000160188",
         "ENSG00000160191",
-        "ENSG00000160208",
         "ENSG00000160219",
+        "ENSG00000160255",
         "ENSG00000160305",
         "ENSG00000160307",
         "ENSG00000160321",
@@ -2051,13 +2059,14 @@
         "ENSG00000160588",
         "ENSG00000160593",
         "ENSG00000160602",
+        "ENSG00000160606",
         "ENSG00000160654",
+        "ENSG00000160683",
         "ENSG00000160781",
         "ENSG00000160791",
         "ENSG00000160803",
         "ENSG00000160856",
         "ENSG00000160883",
-        "ENSG00000160972",
         "ENSG00000160993",
         "ENSG00000161011",
         "ENSG00000161016",
@@ -2072,7 +2081,6 @@
         "ENSG00000161395",
         "ENSG00000161544",
         "ENSG00000161551",
-        "ENSG00000161610",
         "ENSG00000161647",
         "ENSG00000161664",
         "ENSG00000161681",
@@ -2087,7 +2095,6 @@
         "ENSG00000161960",
         "ENSG00000162004",
         "ENSG00000162078",
-        "ENSG00000162139",
         "ENSG00000162366",
         "ENSG00000162390",
         "ENSG00000162396",
@@ -2109,7 +2116,9 @@
         "ENSG00000162645",
         "ENSG00000162650",
         "ENSG00000162654",
+        "ENSG00000162669",
         "ENSG00000162676",
+        "ENSG00000162687",
         "ENSG00000162692",
         "ENSG00000162722",
         "ENSG00000162733",
@@ -2127,8 +2136,8 @@
         "ENSG00000162882",
         "ENSG00000162929",
         "ENSG00000162944",
-        "ENSG00000162999",
         "ENSG00000163013",
+        "ENSG00000163026",
         "ENSG00000163053",
         "ENSG00000163069",
         "ENSG00000163082",
@@ -2136,21 +2145,23 @@
         "ENSG00000163106",
         "ENSG00000163132",
         "ENSG00000163141",
-        "ENSG00000163155",
         "ENSG00000163157",
         "ENSG00000163161",
         "ENSG00000163235",
         "ENSG00000163251",
         "ENSG00000163291",
         "ENSG00000163354",
+        "ENSG00000163359",
         "ENSG00000163378",
         "ENSG00000163380",
+        "ENSG00000163412",
         "ENSG00000163421",
         "ENSG00000163430",
         "ENSG00000163449",
         "ENSG00000163462",
         "ENSG00000163464",
         "ENSG00000163472",
+        "ENSG00000163491",
         "ENSG00000163508",
         "ENSG00000163516",
         "ENSG00000163517",
@@ -2159,6 +2170,7 @@
         "ENSG00000163521",
         "ENSG00000163531",
         "ENSG00000163534",
+        "ENSG00000163536",
         "ENSG00000163545",
         "ENSG00000163554",
         "ENSG00000163564",
@@ -2189,14 +2201,18 @@
         "ENSG00000163827",
         "ENSG00000163930",
         "ENSG00000163935",
+        "ENSG00000163995",
         "ENSG00000164032",
         "ENSG00000164035",
         "ENSG00000164037",
         "ENSG00000164048",
         "ENSG00000164053",
+        "ENSG00000164056",
         "ENSG00000164066",
         "ENSG00000164068",
         "ENSG00000164070",
+        "ENSG00000164077",
+        "ENSG00000164086",
         "ENSG00000164100",
         "ENSG00000164104",
         "ENSG00000164114",
@@ -2215,7 +2231,6 @@
         "ENSG00000164211",
         "ENSG00000164220",
         "ENSG00000164251",
-        "ENSG00000164291",
         "ENSG00000164296",
         "ENSG00000164304",
         "ENSG00000164305",
@@ -2240,7 +2255,6 @@
         "ENSG00000164587",
         "ENSG00000164591",
         "ENSG00000164611",
-        "ENSG00000164626",
         "ENSG00000164627",
         "ENSG00000164631",
         "ENSG00000164659",
@@ -2269,7 +2283,6 @@
         "ENSG00000165169",
         "ENSG00000165171",
         "ENSG00000165182",
-        "ENSG00000165246",
         "ENSG00000165259",
         "ENSG00000165300",
         "ENSG00000165323",
@@ -2297,7 +2310,6 @@
         "ENSG00000165730",
         "ENSG00000165795",
         "ENSG00000165801",
-        "ENSG00000165804",
         "ENSG00000165832",
         "ENSG00000165868",
         "ENSG00000165891",
@@ -2333,20 +2345,19 @@
         "ENSG00000166341",
         "ENSG00000166342",
         "ENSG00000166343",
+        "ENSG00000166359",
         "ENSG00000166387",
         "ENSG00000166428",
         "ENSG00000166444",
-        "ENSG00000166446",
-        "ENSG00000166450",
+        "ENSG00000166477",
         "ENSG00000166483",
-        "ENSG00000166508",
         "ENSG00000166510",
         "ENSG00000166526",
+        "ENSG00000166546",
         "ENSG00000166562",
         "ENSG00000166575",
         "ENSG00000166598",
         "ENSG00000166619",
-        "ENSG00000166676",
         "ENSG00000166707",
         "ENSG00000166710",
         "ENSG00000166716",
@@ -2373,6 +2384,7 @@
         "ENSG00000167074",
         "ENSG00000167094",
         "ENSG00000167103",
+        "ENSG00000167105",
         "ENSG00000167106",
         "ENSG00000167107",
         "ENSG00000167216",
@@ -2387,17 +2399,17 @@
         "ENSG00000167460",
         "ENSG00000167483",
         "ENSG00000167526",
-        "ENSG00000167528",
         "ENSG00000167535",
         "ENSG00000167550",
+        "ENSG00000167554",
         "ENSG00000167555",
         "ENSG00000167562",
+        "ENSG00000167578",
         "ENSG00000167600",
         "ENSG00000167604",
         "ENSG00000167608",
         "ENSG00000167613",
         "ENSG00000167625",
-        "ENSG00000167633",
         "ENSG00000167634",
         "ENSG00000167635",
         "ENSG00000167637",
@@ -2414,7 +2426,6 @@
         "ENSG00000167850",
         "ENSG00000167851",
         "ENSG00000167900",
-        "ENSG00000167964",
         "ENSG00000167967",
         "ENSG00000167981",
         "ENSG00000167984",
@@ -2434,6 +2445,7 @@
         "ENSG00000168350",
         "ENSG00000168389",
         "ENSG00000168404",
+        "ENSG00000168454",
         "ENSG00000168477",
         "ENSG00000168487",
         "ENSG00000168496",
@@ -2445,10 +2457,13 @@
         "ENSG00000168685",
         "ENSG00000168754",
         "ENSG00000168758",
+        "ENSG00000168765",
         "ENSG00000168778",
         "ENSG00000168781",
         "ENSG00000168792",
+        "ENSG00000168795",
         "ENSG00000168806",
+        "ENSG00000168807",
         "ENSG00000168824",
         "ENSG00000168826",
         "ENSG00000168827",
@@ -2457,6 +2472,7 @@
         "ENSG00000168959",
         "ENSG00000168994",
         "ENSG00000168995",
+        "ENSG00000169031",
         "ENSG00000169045",
         "ENSG00000169071",
         "ENSG00000169105",
@@ -2484,6 +2500,7 @@
         "ENSG00000169607",
         "ENSG00000169683",
         "ENSG00000169704",
+        "ENSG00000169752",
         "ENSG00000169760",
         "ENSG00000169855",
         "ENSG00000169877",
@@ -2506,6 +2523,8 @@
         "ENSG00000170271",
         "ENSG00000170289",
         "ENSG00000170312",
+        "ENSG00000170315",
+        "ENSG00000170323",
         "ENSG00000170345",
         "ENSG00000170379",
         "ENSG00000170382",
@@ -2517,7 +2536,6 @@
         "ENSG00000170486",
         "ENSG00000170509",
         "ENSG00000170522",
-        "ENSG00000170537",
         "ENSG00000170540",
         "ENSG00000170558",
         "ENSG00000170615",
@@ -2542,11 +2560,11 @@
         "ENSG00000171163",
         "ENSG00000171169",
         "ENSG00000171189",
-        "ENSG00000171206",
         "ENSG00000171219",
         "ENSG00000171223",
         "ENSG00000171224",
         "ENSG00000171401",
+        "ENSG00000171433",
         "ENSG00000171444",
         "ENSG00000171451",
         "ENSG00000171476",
@@ -2558,14 +2576,17 @@
         "ENSG00000171595",
         "ENSG00000171596",
         "ENSG00000171617",
+        "ENSG00000171631",
+        "ENSG00000171657",
         "ENSG00000171659",
+        "ENSG00000171714",
         "ENSG00000171729",
         "ENSG00000171766",
         "ENSG00000171806",
         "ENSG00000171817",
         "ENSG00000171827",
         "ENSG00000171848",
-        "ENSG00000171861",
+        "ENSG00000171860",
         "ENSG00000171867",
         "ENSG00000171877",
         "ENSG00000171962",
@@ -2579,12 +2600,13 @@
         "ENSG00000172215",
         "ENSG00000172236",
         "ENSG00000172273",
+        "ENSG00000172296",
         "ENSG00000172331",
         "ENSG00000172349",
         "ENSG00000172361",
         "ENSG00000172375",
-        "ENSG00000172403",
-        "ENSG00000172456",
+        "ENSG00000172380",
+        "ENSG00000172409",
         "ENSG00000172476",
         "ENSG00000172575",
         "ENSG00000172594",
@@ -2599,11 +2621,12 @@
         "ENSG00000172780",
         "ENSG00000172794",
         "ENSG00000172819",
-        "ENSG00000172824",
         "ENSG00000172840",
         "ENSG00000172878",
         "ENSG00000172893",
         "ENSG00000172915",
+        "ENSG00000172936",
+        "ENSG00000172986",
         "ENSG00000173040",
         "ENSG00000173068",
         "ENSG00000173083",
@@ -2621,6 +2644,7 @@
         "ENSG00000173531",
         "ENSG00000173545",
         "ENSG00000173548",
+        "ENSG00000173567",
         "ENSG00000173599",
         "ENSG00000173614",
         "ENSG00000173681",
@@ -2667,17 +2691,16 @@
         "ENSG00000174799",
         "ENSG00000174827",
         "ENSG00000174837",
+        "ENSG00000174885",
         "ENSG00000174898",
         "ENSG00000174944",
         "ENSG00000174951",
+        "ENSG00000174996",
         "ENSG00000175063",
-        "ENSG00000175066",
         "ENSG00000175084",
         "ENSG00000175106",
         "ENSG00000175137",
-        "ENSG00000175164",
         "ENSG00000175182",
-        "ENSG00000175213",
         "ENSG00000175274",
         "ENSG00000175283",
         "ENSG00000175287",
@@ -2695,6 +2718,7 @@
         "ENSG00000175691",
         "ENSG00000175787",
         "ENSG00000175906",
+        "ENSG00000175928",
         "ENSG00000175984",
         "ENSG00000176018",
         "ENSG00000176024",
@@ -2722,8 +2746,10 @@
         "ENSG00000176994",
         "ENSG00000177000",
         "ENSG00000177025",
+        "ENSG00000177119",
         "ENSG00000177169",
         "ENSG00000177191",
+        "ENSG00000177239",
         "ENSG00000177301",
         "ENSG00000177352",
         "ENSG00000177406",
@@ -2737,7 +2763,6 @@
         "ENSG00000177602",
         "ENSG00000177606",
         "ENSG00000177613",
-        "ENSG00000177646",
         "ENSG00000177669",
         "ENSG00000177675",
         "ENSG00000177692",
@@ -2749,23 +2774,31 @@
         "ENSG00000177888",
         "ENSG00000177917",
         "ENSG00000177932",
+        "ENSG00000177943",
+        "ENSG00000177954",
         "ENSG00000177963",
         "ENSG00000178026",
+        "ENSG00000178053",
+        "ENSG00000178078",
         "ENSG00000178093",
+        "ENSG00000178150",
         "ENSG00000178184",
         "ENSG00000178209",
         "ENSG00000178222",
+        "ENSG00000178226",
         "ENSG00000178229",
         "ENSG00000178295",
         "ENSG00000178301",
+        "ENSG00000178385",
         "ENSG00000178386",
+        "ENSG00000178404",
         "ENSG00000178445",
         "ENSG00000178460",
+        "ENSG00000178467",
         "ENSG00000178498",
         "ENSG00000178538",
         "ENSG00000178562",
         "ENSG00000178662",
-        "ENSG00000178685",
         "ENSG00000178700",
         "ENSG00000178726",
         "ENSG00000178789",
@@ -2773,32 +2806,32 @@
         "ENSG00000178809",
         "ENSG00000178814",
         "ENSG00000178860",
-        "ENSG00000178997",
         "ENSG00000178999",
-        "ENSG00000179041",
         "ENSG00000179057",
         "ENSG00000179083",
         "ENSG00000179088",
         "ENSG00000179163",
         "ENSG00000179335",
         "ENSG00000179348",
+        "ENSG00000179399",
         "ENSG00000179454",
-        "ENSG00000179476",
         "ENSG00000179523",
         "ENSG00000179542",
         "ENSG00000179562",
         "ENSG00000179583",
         "ENSG00000179593",
+        "ENSG00000179603",
         "ENSG00000179604",
         "ENSG00000179627",
         "ENSG00000179630",
         "ENSG00000179639",
         "ENSG00000179761",
+        "ENSG00000179840",
         "ENSG00000179841",
         "ENSG00000179859",
         "ENSG00000179909",
+        "ENSG00000179918",
         "ENSG00000179941",
-        "ENSG00000179965",
         "ENSG00000180035",
         "ENSG00000180044",
         "ENSG00000180061",
@@ -2810,7 +2843,6 @@
         "ENSG00000180481",
         "ENSG00000180530",
         "ENSG00000180537",
-        "ENSG00000180543",
         "ENSG00000180549",
         "ENSG00000180592",
         "ENSG00000180644",
@@ -2827,6 +2859,7 @@
         "ENSG00000180884",
         "ENSG00000180921",
         "ENSG00000180938",
+        "ENSG00000180998",
         "ENSG00000181004",
         "ENSG00000181007",
         "ENSG00000181019",
@@ -2843,7 +2876,6 @@
         "ENSG00000181322",
         "ENSG00000181472",
         "ENSG00000181523",
-        "ENSG00000181638",
         "ENSG00000181649",
         "ENSG00000181652",
         "ENSG00000181690",
@@ -2869,12 +2901,12 @@
         "ENSG00000182318",
         "ENSG00000182324",
         "ENSG00000182326",
-        "ENSG00000182389",
         "ENSG00000182463",
         "ENSG00000182481",
         "ENSG00000182534",
         "ENSG00000182544",
         "ENSG00000182578",
+        "ENSG00000182600",
         "ENSG00000182636",
         "ENSG00000182685",
         "ENSG00000182700",
@@ -2883,17 +2915,18 @@
         "ENSG00000182809",
         "ENSG00000182810",
         "ENSG00000182866",
-        "ENSG00000182985",
+        "ENSG00000182993",
         "ENSG00000183044",
         "ENSG00000183060",
+        "ENSG00000183090",
         "ENSG00000183091",
+        "ENSG00000183092",
         "ENSG00000183150",
         "ENSG00000183166",
         "ENSG00000183307",
         "ENSG00000183309",
         "ENSG00000183439",
         "ENSG00000183454",
-        "ENSG00000183475",
         "ENSG00000183625",
         "ENSG00000183647",
         "ENSG00000183655",
@@ -2914,7 +2947,9 @@
         "ENSG00000184185",
         "ENSG00000184194",
         "ENSG00000184205",
+        "ENSG00000184221",
         "ENSG00000184226",
+        "ENSG00000184261",
         "ENSG00000184271",
         "ENSG00000184281",
         "ENSG00000184307",
@@ -2929,6 +2964,7 @@
         "ENSG00000184602",
         "ENSG00000184613",
         "ENSG00000184675",
+        "ENSG00000184678",
         "ENSG00000184786",
         "ENSG00000184860",
         "ENSG00000184867",
@@ -2944,7 +2980,6 @@
         "ENSG00000185100",
         "ENSG00000185101",
         "ENSG00000185112",
-        "ENSG00000185127",
         "ENSG00000185155",
         "ENSG00000185220",
         "ENSG00000185245",
@@ -2952,21 +2987,24 @@
         "ENSG00000185250",
         "ENSG00000185272",
         "ENSG00000185274",
+        "ENSG00000185278",
         "ENSG00000185324",
         "ENSG00000185339",
         "ENSG00000185347",
         "ENSG00000185386",
+        "ENSG00000185436",
         "ENSG00000185513",
         "ENSG00000185515",
         "ENSG00000185527",
         "ENSG00000185561",
         "ENSG00000185585",
-        "ENSG00000185614",
         "ENSG00000185621",
         "ENSG00000185658",
         "ENSG00000185674",
+        "ENSG00000185730",
         "ENSG00000185745",
         "ENSG00000185800",
+        "ENSG00000185813",
         "ENSG00000185880",
         "ENSG00000185900",
         "ENSG00000185909",
@@ -2982,7 +3020,6 @@
         "ENSG00000186088",
         "ENSG00000186105",
         "ENSG00000186193",
-        "ENSG00000186260",
         "ENSG00000186272",
         "ENSG00000186281",
         "ENSG00000186300",
@@ -2999,10 +3036,10 @@
         "ENSG00000186487",
         "ENSG00000186496",
         "ENSG00000186501",
-        "ENSG00000186522",
         "ENSG00000186567",
         "ENSG00000186594",
         "ENSG00000186628",
+        "ENSG00000186638",
         "ENSG00000186687",
         "ENSG00000186792",
         "ENSG00000186810",
@@ -3018,6 +3055,7 @@
         "ENSG00000187068",
         "ENSG00000187079",
         "ENSG00000187091",
+        "ENSG00000187105",
         "ENSG00000187122",
         "ENSG00000187164",
         "ENSG00000187187",
@@ -3025,14 +3063,15 @@
         "ENSG00000187240",
         "ENSG00000187244",
         "ENSG00000187323",
-        "ENSG00000187325",
         "ENSG00000187474",
         "ENSG00000187479",
+        "ENSG00000187498",
         "ENSG00000187510",
         "ENSG00000187513",
         "ENSG00000187514",
         "ENSG00000187535",
         "ENSG00000187554",
+        "ENSG00000187556",
         "ENSG00000187583",
         "ENSG00000187626",
         "ENSG00000187650",
@@ -3044,7 +3083,6 @@
         "ENSG00000187790",
         "ENSG00000187800",
         "ENSG00000187801",
-        "ENSG00000187808",
         "ENSG00000187815",
         "ENSG00000187860",
         "ENSG00000187862",
@@ -3058,7 +3096,10 @@
         "ENSG00000187987",
         "ENSG00000187997",
         "ENSG00000188042",
+        "ENSG00000188070",
+        "ENSG00000188167",
         "ENSG00000188185",
+        "ENSG00000188211",
         "ENSG00000188215",
         "ENSG00000188229",
         "ENSG00000188266",
@@ -3110,7 +3151,7 @@
         "ENSG00000196092",
         "ENSG00000196104",
         "ENSG00000196110",
-        "ENSG00000196118",
+        "ENSG00000196126",
         "ENSG00000196139",
         "ENSG00000196152",
         "ENSG00000196155",
@@ -3128,9 +3169,9 @@
         "ENSG00000196290",
         "ENSG00000196296",
         "ENSG00000196357",
-        "ENSG00000196368",
         "ENSG00000196376",
         "ENSG00000196378",
+        "ENSG00000196391",
         "ENSG00000196415",
         "ENSG00000196422",
         "ENSG00000196428",
@@ -3140,10 +3181,10 @@
         "ENSG00000196458",
         "ENSG00000196460",
         "ENSG00000196466",
+        "ENSG00000196502",
         "ENSG00000196503",
         "ENSG00000196517",
         "ENSG00000196550",
-        "ENSG00000196576",
         "ENSG00000196586",
         "ENSG00000196646",
         "ENSG00000196652",
@@ -3154,6 +3195,7 @@
         "ENSG00000196724",
         "ENSG00000196741",
         "ENSG00000196757",
+        "ENSG00000196793",
         "ENSG00000196810",
         "ENSG00000196812",
         "ENSG00000196814",
@@ -3168,11 +3210,11 @@
         "ENSG00000197008",
         "ENSG00000197013",
         "ENSG00000197016",
-        "ENSG00000197024",
         "ENSG00000197044",
         "ENSG00000197050",
         "ENSG00000197054",
         "ENSG00000197056",
+        "ENSG00000197057",
         "ENSG00000197061",
         "ENSG00000197062",
         "ENSG00000197099",
@@ -3212,7 +3254,7 @@
         "ENSG00000197713",
         "ENSG00000197714",
         "ENSG00000197748",
-        "ENSG00000197808",
+        "ENSG00000197779",
         "ENSG00000197816",
         "ENSG00000197837",
         "ENSG00000197841",
@@ -3221,22 +3263,21 @@
         "ENSG00000197879",
         "ENSG00000197888",
         "ENSG00000197892",
-        "ENSG00000197905",
         "ENSG00000197933",
         "ENSG00000197937",
         "ENSG00000197948",
         "ENSG00000197951",
+        "ENSG00000197978",
         "ENSG00000197992",
+        "ENSG00000198003",
         "ENSG00000198040",
         "ENSG00000198060",
         "ENSG00000198075",
         "ENSG00000198088",
         "ENSG00000198089",
-        "ENSG00000198093",
         "ENSG00000198108",
         "ENSG00000198131",
         "ENSG00000198133",
-        "ENSG00000198176",
         "ENSG00000198185",
         "ENSG00000198205",
         "ENSG00000198246",
@@ -3250,6 +3291,7 @@
         "ENSG00000198453",
         "ENSG00000198483",
         "ENSG00000198515",
+        "ENSG00000198523",
         "ENSG00000198542",
         "ENSG00000198551",
         "ENSG00000198554",
@@ -3259,7 +3301,9 @@
         "ENSG00000198682",
         "ENSG00000198689",
         "ENSG00000198690",
+        "ENSG00000198692",
         "ENSG00000198712",
+        "ENSG00000198722",
         "ENSG00000198727",
         "ENSG00000198746",
         "ENSG00000198752",
@@ -3274,12 +3318,12 @@
         "ENSG00000198821",
         "ENSG00000198829",
         "ENSG00000198830",
-        "ENSG00000198870",
         "ENSG00000198873",
         "ENSG00000198874",
         "ENSG00000198885",
         "ENSG00000198886",
         "ENSG00000198888",
+        "ENSG00000198898",
         "ENSG00000198899",
         "ENSG00000198917",
         "ENSG00000198919",
@@ -3292,13 +3336,12 @@
         "ENSG00000198948",
         "ENSG00000198954",
         "ENSG00000198959",
-        "ENSG00000203288",
+        "ENSG00000198963",
         "ENSG00000203326",
         "ENSG00000203356",
         "ENSG00000203724",
         "ENSG00000203734",
         "ENSG00000203747",
-        "ENSG00000203780",
         "ENSG00000203797",
         "ENSG00000203805",
         "ENSG00000203867",
@@ -3307,10 +3350,12 @@
         "ENSG00000203963",
         "ENSG00000203965",
         "ENSG00000203993",
+        "ENSG00000203995",
         "ENSG00000204070",
         "ENSG00000204086",
         "ENSG00000204103",
         "ENSG00000204116",
+        "ENSG00000204131",
         "ENSG00000204147",
         "ENSG00000204161",
         "ENSG00000204186",
@@ -3321,12 +3366,9 @@
         "ENSG00000204277",
         "ENSG00000204287",
         "ENSG00000204301",
-        "ENSG00000204305",
         "ENSG00000204323",
-        "ENSG00000204385",
         "ENSG00000204389",
         "ENSG00000204390",
-        "ENSG00000204420",
         "ENSG00000204472",
         "ENSG00000204516",
         "ENSG00000204536",
@@ -3337,8 +3379,8 @@
         "ENSG00000204628",
         "ENSG00000204644",
         "ENSG00000204706",
+        "ENSG00000204713",
         "ENSG00000204740",
-        "ENSG00000204815",
         "ENSG00000204839",
         "ENSG00000204920",
         "ENSG00000204934",
@@ -3349,6 +3391,7 @@
         "ENSG00000205181",
         "ENSG00000205213",
         "ENSG00000205221",
+        "ENSG00000205307",
         "ENSG00000205464",
         "ENSG00000205517",
         "ENSG00000205542",
@@ -3360,7 +3403,6 @@
         "ENSG00000205744",
         "ENSG00000205791",
         "ENSG00000205809",
-        "ENSG00000205838",
         "ENSG00000205853",
         "ENSG00000205913",
         "ENSG00000205978",
@@ -3368,7 +3410,6 @@
         "ENSG00000206172",
         "ENSG00000206177",
         "ENSG00000206190",
-        "ENSG00000206344",
         "ENSG00000206384",
         "ENSG00000206417",
         "ENSG00000206535",
@@ -3377,23 +3418,19 @@
         "ENSG00000206561",
         "ENSG00000211445",
         "ENSG00000211460",
-        "ENSG00000211677",
-        "ENSG00000211679",
-        "ENSG00000212719",
+        "ENSG00000212743",
+        "ENSG00000212864",
         "ENSG00000212916",
         "ENSG00000213085",
         "ENSG00000213088",
-        "ENSG00000213139",
         "ENSG00000213190",
         "ENSG00000213203",
         "ENSG00000213214",
         "ENSG00000213420",
-        "ENSG00000213588",
         "ENSG00000213626",
         "ENSG00000213638",
         "ENSG00000213694",
         "ENSG00000213714",
-        "ENSG00000213760",
         "ENSG00000213762",
         "ENSG00000213780",
         "ENSG00000213793",
@@ -3423,7 +3460,6 @@
         "ENSG00000215045",
         "ENSG00000215251",
         "ENSG00000215252",
-        "ENSG00000215256",
         "ENSG00000215277",
         "ENSG00000215305",
         "ENSG00000215374",
@@ -3433,11 +3469,14 @@
         "ENSG00000215883",
         "ENSG00000216863",
         "ENSG00000218018",
+        "ENSG00000218336",
         "ENSG00000218357",
+        "ENSG00000219626",
         "ENSG00000221886",
         "ENSG00000221890",
         "ENSG00000221909",
         "ENSG00000221916",
+        "ENSG00000221923",
         "ENSG00000221944",
         "ENSG00000221949",
         "ENSG00000221955",
@@ -3449,11 +3488,9 @@
         "ENSG00000223547",
         "ENSG00000223552",
         "ENSG00000223609",
-        "ENSG00000223695",
         "ENSG00000223715",
         "ENSG00000223749",
-        "ENSG00000223813",
-        "ENSG00000224137",
+        "ENSG00000223799",
         "ENSG00000224152",
         "ENSG00000224164",
         "ENSG00000224177",
@@ -3469,19 +3506,17 @@
         "ENSG00000224903",
         "ENSG00000224934",
         "ENSG00000224940",
-        "ENSG00000224977",
         "ENSG00000225076",
         "ENSG00000225177",
-        "ENSG00000225231",
         "ENSG00000225265",
         "ENSG00000225342",
+        "ENSG00000225361",
         "ENSG00000225465",
         "ENSG00000225526",
         "ENSG00000225535",
         "ENSG00000225611",
         "ENSG00000225697",
         "ENSG00000225746",
-        "ENSG00000225762",
         "ENSG00000225793",
         "ENSG00000225828",
         "ENSG00000225937",
@@ -3490,26 +3525,29 @@
         "ENSG00000225964",
         "ENSG00000225975",
         "ENSG00000226009",
+        "ENSG00000226137",
         "ENSG00000226312",
-        "ENSG00000226445",
         "ENSG00000226476",
         "ENSG00000226479",
         "ENSG00000226581",
+        "ENSG00000226648",
+        "ENSG00000226659",
         "ENSG00000226674",
         "ENSG00000226711",
+        "ENSG00000226746",
         "ENSG00000226763",
         "ENSG00000226791",
         "ENSG00000226833",
         "ENSG00000226856",
         "ENSG00000226979",
         "ENSG00000227036",
+        "ENSG00000227110",
         "ENSG00000227117",
         "ENSG00000227155",
         "ENSG00000227165",
-        "ENSG00000227191",
         "ENSG00000227252",
+        "ENSG00000227258",
         "ENSG00000227268",
-        "ENSG00000227345",
         "ENSG00000227502",
         "ENSG00000227533",
         "ENSG00000227630",
@@ -3525,6 +3563,7 @@
         "ENSG00000228594",
         "ENSG00000228677",
         "ENSG00000228701",
+        "ENSG00000228775",
         "ENSG00000228784",
         "ENSG00000228801",
         "ENSG00000228878",
@@ -3536,9 +3575,9 @@
         "ENSG00000229236",
         "ENSG00000229334",
         "ENSG00000229666",
+        "ENSG00000229739",
         "ENSG00000230013",
         "ENSG00000230082",
-        "ENSG00000230084",
         "ENSG00000230091",
         "ENSG00000230131",
         "ENSG00000230257",
@@ -3549,17 +3588,17 @@
         "ENSG00000230487",
         "ENSG00000230489",
         "ENSG00000230555",
+        "ENSG00000230613",
         "ENSG00000230679",
         "ENSG00000230749",
         "ENSG00000230797",
         "ENSG00000230817",
-        "ENSG00000230844",
+        "ENSG00000230910",
         "ENSG00000231028",
         "ENSG00000231105",
         "ENSG00000231177",
         "ENSG00000231233",
         "ENSG00000231389",
-        "ENSG00000231500",
         "ENSG00000231507",
         "ENSG00000231680",
         "ENSG00000231689",
@@ -3568,30 +3607,29 @@
         "ENSG00000232310",
         "ENSG00000232354",
         "ENSG00000232453",
-        "ENSG00000232564",
+        "ENSG00000232490",
         "ENSG00000232593",
         "ENSG00000232613",
         "ENSG00000232618",
         "ENSG00000232810",
         "ENSG00000232859",
         "ENSG00000232912",
-        "ENSG00000232940",
         "ENSG00000232973",
         "ENSG00000233008",
         "ENSG00000233038",
         "ENSG00000233098",
         "ENSG00000233101",
-        "ENSG00000233108",
         "ENSG00000233175",
         "ENSG00000233220",
         "ENSG00000233334",
         "ENSG00000233355",
         "ENSG00000233436",
+        "ENSG00000233452",
         "ENSG00000233672",
         "ENSG00000233723",
         "ENSG00000233791",
+        "ENSG00000233797",
         "ENSG00000233896",
-        "ENSG00000233901",
         "ENSG00000233930",
         "ENSG00000234284",
         "ENSG00000234336",
@@ -3604,30 +3642,27 @@
         "ENSG00000234690",
         "ENSG00000234694",
         "ENSG00000234707",
-        "ENSG00000234719",
         "ENSG00000234771",
         "ENSG00000234883",
         "ENSG00000234948",
-        "ENSG00000234997",
         "ENSG00000235016",
-        "ENSG00000235034",
         "ENSG00000235092",
         "ENSG00000235106",
         "ENSG00000235159",
         "ENSG00000235172",
+        "ENSG00000235173",
         "ENSG00000235191",
         "ENSG00000235194",
-        "ENSG00000235300",
         "ENSG00000235397",
         "ENSG00000235481",
         "ENSG00000235527",
+        "ENSG00000235530",
         "ENSG00000235531",
         "ENSG00000235532",
         "ENSG00000235590",
         "ENSG00000235621",
-        "ENSG00000235652",
-        "ENSG00000235703",
         "ENSG00000235740",
+        "ENSG00000235823",
         "ENSG00000235888",
         "ENSG00000235897",
         "ENSG00000235910",
@@ -3637,9 +3672,7 @@
         "ENSG00000236137",
         "ENSG00000236144",
         "ENSG00000236200",
-        "ENSG00000236305",
         "ENSG00000236320",
-        "ENSG00000236324",
         "ENSG00000236388",
         "ENSG00000236423",
         "ENSG00000236432",
@@ -3657,53 +3690,49 @@
         "ENSG00000237515",
         "ENSG00000237637",
         "ENSG00000237914",
-        "ENSG00000237945",
-        "ENSG00000238045",
         "ENSG00000238058",
+        "ENSG00000238133",
         "ENSG00000238160",
         "ENSG00000238198",
         "ENSG00000239219",
+        "ENSG00000239335",
         "ENSG00000239388",
-        "ENSG00000239705",
         "ENSG00000239941",
         "ENSG00000239946",
         "ENSG00000240005",
-        "ENSG00000240053",
         "ENSG00000240057",
-        "ENSG00000240204",
         "ENSG00000240211",
         "ENSG00000240254",
+        "ENSG00000240373",
         "ENSG00000240403",
         "ENSG00000240498",
         "ENSG00000240583",
-        "ENSG00000240770",
-        "ENSG00000240790",
-        "ENSG00000240849",
         "ENSG00000240859",
         "ENSG00000240891",
         "ENSG00000241135",
         "ENSG00000241316",
         "ENSG00000241560",
         "ENSG00000241769",
-        "ENSG00000241839",
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