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OnClass.data-00000-of-00001

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OnClass.npz

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accuracies.json

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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| kidney epithelial cell | 936 | 1.00 | 0.99 | 1.00 | 0.99 | 0.00 | 0.98 | 1.00 | 1.00 | 1.00 |\n| CD8-positive, alpha-beta T cell | 45 | 0.83 | 0.87 | 0.90 | 0.55 | 0.00 | 0.87 | 0.90 | 0.93 | 0.94 |\n| B cell | 47 | 0.98 | 0.85 | 0.97 | 0.78 | 0.00 | 0.96 | 0.95 | 0.98 | 0.98 |\n| macrophage | 38 | 0.87 | 0.71 | 0.87 | 0.75 | 0.00 | 0.87 | 0.78 | 0.83 | 0.89 |\n| CD4-positive, alpha-beta T cell | 28 | 0.78 | 0.84 | 0.85 | 0.47 | 0.00 | 0.84 | 0.83 | 0.90 | 0.93 |\n| natural killer cell | 16 | 0.91 | 0.91 | 0.94 | 0.61 | 0.00 | 0.91 | 0.94 | 0.94 | 0.94 |\n| endothelial cell | 16 | 0.94 | 0.90 | 0.97 | 0.59 | 0.00 | 0.52 | 0.94 | 0.88 | 0.97 |\n| monocyte | 5 | 0.00 | 0.00 | 0.75 | 0.29 | 0.00 | 0.29 | 0.67 | 0.00 | 0.33 |\n| non-classical monocyte | 1 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 |\n| neutrophil | 3 | 1.00 | 0.00 | 1.00 | 0.00 | 0.00 | 0.80 | 0.80 | 0.80 | 1.00 |\n| T cell | 3 | 0.00 | 0.00 | 0.50 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 |\n| plasma cell | 0 | 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 |",
-    "ref_accuracy": "| Cell Type | N cells |  celltypist |  knn bbknn |  knn harmony |  knn on scvi |  onclass |  scanvi |  svm |  xgboost | Consensus Prediction |\n| --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- |\n| kidney epithelial cell | 8342 | 1.00 | 0.99 | 1.00 | 1.00 | 0.00 | 0.98 | 1.00 | 1.00 | 1.00 |\n| CD8-positive, alpha-beta T cell | 492 | 0.82 | 0.84 | 0.90 | 0.71 | 0.00 | 0.95 | 1.00 | 1.00 | 0.96 |\n| B cell | 447 | 0.97 | 0.81 | 0.98 | 0.86 | 0.00 | 0.97 | 1.00 | 1.00 | 1.00 |\n| macrophage | 301 | 0.79 | 0.60 | 0.86 | 0.75 | 0.00 | 0.93 | 0.98 | 0.96 | 0.94 |\n| CD4-positive, alpha-beta T cell | 271 | 0.78 | 0.81 | 0.87 | 0.60 | 0.00 | 0.92 | 1.00 | 1.00 | 0.95 |\n| natural killer cell | 185 | 0.92 | 0.93 | 0.93 | 0.68 | 0.00 | 0.98 | 1.00 | 1.00 | 0.98 |\n| endothelial cell | 85 | 0.89 | 0.00 | 0.97 | 0.73 | 0.00 | 0.40 | 0.92 | 0.92 | 0.98 |\n| monocyte | 49 | 0.00 | 0.00 | 0.58 | 0.26 | 0.00 | 0.88 | 1.00 | 1.00 | 0.78 |\n| non-classical monocyte | 26 | 0.00 | 0.00 | 0.78 | 0.35 | 0.00 | 0.94 | 1.00 | 1.00 | 0.89 |\n| neutrophil | 19 | 1.00 | 0.00 | 0.95 | 0.22 | 0.00 | 0.86 | 1.00 | 1.00 | 1.00 |\n| T cell | 14 | 0.00 | 0.00 | 0.22 | 0.00 | 0.00 | 0.81 | 1.00 | 1.00 | 0.88 |\n| plasma cell | 5 | 0.00 | 0.00 | 0.75 | 0.00 | 0.00 | 0.77 | 1.00 | 1.00 | 1.00 |\n| intermediate monocyte | 2 | 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| kidney epithelial cell | 927 | 1.00 | 0.99 | 1.00 | 0.99 | 0.00 | 0.98 | 1.00 | 0.99 | 1.00 |\n| CD8-positive, alpha-beta T cell | 50 | 0.85 | 0.88 | 0.92 | 0.49 | 0.00 | 0.88 | 0.88 | 0.92 | 0.94 |\n| B cell | 46 | 0.97 | 0.84 | 0.95 | 0.65 | 0.00 | 0.94 | 0.94 | 0.96 | 0.94 |\n| macrophage | 39 | 0.80 | 0.73 | 0.85 | 0.64 | 0.00 | 0.75 | 0.77 | 0.77 | 0.79 |\n| CD4-positive, alpha-beta T cell | 25 | 0.80 | 0.89 | 0.85 | 0.26 | 0.00 | 0.85 | 0.78 | 0.83 | 0.91 |\n| natural killer cell | 23 | 0.93 | 0.94 | 0.96 | 0.41 | 0.00 | 0.94 | 0.96 | 0.98 | 0.96 |\n| endothelial cell | 14 | 0.90 | 0.67 | 0.96 | 0.62 | 0.00 | 0.56 | 0.86 | 0.83 | 0.92 |\n| monocyte | 7 | 0.00 | 0.00 | 0.55 | 0.15 | 0.00 | 0.62 | 0.62 | 0.36 | 0.25 |\n| non-classical monocyte | 2 | 0.00 | 0.00 | 0.50 | 0.00 | 0.00 | 0.57 | 0.50 | 0.00 | 0.00 |\n| neutrophil | 2 | 1.00 | 0.00 | 1.00 | 0.00 | 0.00 | 1.00 | 0.67 | 1.00 | 1.00 |\n| T cell | 3 | 0.00 | 0.00 | 0.50 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 |\n| plasma cell | 0 | 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 |",
+    "ref_accuracy": "| Cell Type | N cells |  celltypist |  knn bbknn |  knn harmony |  knn on scvi |  onclass |  scanvi |  svm |  xgboost | Consensus Prediction |\n| --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- |\n| kidney epithelial cell | 8351 | 1.00 | 0.99 | 1.00 | 1.00 | 0.00 | 0.99 | 1.00 | 1.00 | 1.00 |\n| CD8-positive, alpha-beta T cell | 487 | 0.85 | 0.80 | 0.90 | 0.67 | 0.00 | 0.94 | 1.00 | 1.00 | 0.97 |\n| B cell | 448 | 0.98 | 0.78 | 0.99 | 0.78 | 0.00 | 0.97 | 1.00 | 1.00 | 0.99 |\n| macrophage | 300 | 0.81 | 0.55 | 0.87 | 0.75 | 0.00 | 0.87 | 0.98 | 0.96 | 0.95 |\n| CD4-positive, alpha-beta T cell | 274 | 0.82 | 0.79 | 0.88 | 0.53 | 0.00 | 0.93 | 1.00 | 1.00 | 0.95 |\n| natural killer cell | 178 | 0.92 | 0.92 | 0.94 | 0.56 | 0.00 | 0.96 | 1.00 | 1.00 | 0.98 |\n| endothelial cell | 87 | 0.92 | 0.00 | 0.97 | 0.68 | 0.00 | 0.49 | 0.91 | 0.91 | 0.98 |\n| monocyte | 47 | 0.00 | 0.00 | 0.52 | 0.43 | 0.00 | 0.93 | 1.00 | 1.00 | 0.88 |\n| non-classical monocyte | 25 | 0.00 | 0.00 | 0.78 | 0.32 | 0.00 | 0.85 | 1.00 | 1.00 | 0.89 |\n| neutrophil | 20 | 1.00 | 0.00 | 0.95 | 0.10 | 0.00 | 0.98 | 1.00 | 1.00 | 1.00 |\n| T cell | 14 | 0.00 | 0.00 | 0.25 | 0.00 | 0.00 | 0.74 | 1.00 | 1.00 | 0.92 |\n| plasma cell | 5 | 0.00 | 0.00 | 0.75 | 0.00 | 0.00 | 0.91 | 1.00 | 1.00 | 1.00 |\n| intermediate monocyte | 2 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.67 | 1.00 | 1.00 | 0.67 |"
 }

celltypist.pkl

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harmony_knn_classifier.joblib

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preprocessing.json

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         "ENSG00000105726",
@@ -772,12 +758,14 @@
         "ENSG00000105750",
         "ENSG00000105771",
         "ENSG00000105792",
+        "ENSG00000105819",
         "ENSG00000105835",
         "ENSG00000105865",
-        "ENSG00000105875",
         "ENSG00000105928",
+        "ENSG00000105939",
         "ENSG00000105963",
         "ENSG00000105971",
+        "ENSG00000106003",
         "ENSG00000106012",
         "ENSG00000106077",
         "ENSG00000106128",
@@ -799,7 +787,6 @@
         "ENSG00000106638",
         "ENSG00000106683",
         "ENSG00000106692",
-        "ENSG00000106701",
         "ENSG00000106714",
         "ENSG00000106789",
         "ENSG00000106868",
@@ -807,11 +794,13 @@
         "ENSG00000106952",
         "ENSG00000106991",
         "ENSG00000106992",
+        "ENSG00000107099",
         "ENSG00000107164",
         "ENSG00000107201",
         "ENSG00000107290",
         "ENSG00000107331",
         "ENSG00000107404",
+        "ENSG00000107443",
         "ENSG00000107551",
         "ENSG00000107554",
         "ENSG00000107581",
@@ -827,6 +816,7 @@
         "ENSG00000107929",
         "ENSG00000107938",
         "ENSG00000107951",
+        "ENSG00000107957",
         "ENSG00000107960",
         "ENSG00000108039",
         "ENSG00000108179",
@@ -836,9 +826,7 @@
         "ENSG00000108423",
         "ENSG00000108469",
         "ENSG00000108474",
-        "ENSG00000108479",
         "ENSG00000108506",
-        "ENSG00000108509",
         "ENSG00000108518",
         "ENSG00000108557",
         "ENSG00000108559",
@@ -849,7 +837,6 @@
         "ENSG00000108639",
         "ENSG00000108651",
         "ENSG00000108654",
-        "ENSG00000108671",
         "ENSG00000108679",
         "ENSG00000108771",
         "ENSG00000108773",
@@ -864,8 +851,9 @@
         "ENSG00000109084",
         "ENSG00000109089",
         "ENSG00000109332",
+        "ENSG00000109436",
+        "ENSG00000109452",
         "ENSG00000109458",
-        "ENSG00000109576",
         "ENSG00000109586",
         "ENSG00000109654",
         "ENSG00000109684",
@@ -922,7 +910,7 @@
         "ENSG00000111335",
         "ENSG00000111348",
         "ENSG00000111361",
-        "ENSG00000111364",
+        "ENSG00000111371",
         "ENSG00000111412",
         "ENSG00000111445",
         "ENSG00000111481",
@@ -931,6 +919,7 @@
         "ENSG00000111602",
         "ENSG00000111640",
         "ENSG00000111653",
+        "ENSG00000111667",
         "ENSG00000111669",
         "ENSG00000111679",
         "ENSG00000111696",
@@ -962,7 +951,6 @@
         "ENSG00000112576",
         "ENSG00000112578",
         "ENSG00000112659",
-        "ENSG00000112763",
         "ENSG00000112773",
         "ENSG00000112782",
         "ENSG00000112796",
@@ -976,14 +964,12 @@
         "ENSG00000113272",
         "ENSG00000113368",
         "ENSG00000113492",
-        "ENSG00000113593",
         "ENSG00000113597",
         "ENSG00000113621",
         "ENSG00000113649",
         "ENSG00000113749",
         "ENSG00000113761",
         "ENSG00000113838",
-        "ENSG00000113845",
         "ENSG00000113924",
         "ENSG00000114013",
         "ENSG00000114021",
@@ -1038,35 +1024,34 @@
         "ENSG00000115604",
         "ENSG00000115607",
         "ENSG00000115641",
-        "ENSG00000115652",
         "ENSG00000115661",
         "ENSG00000115687",
         "ENSG00000115738",
-        "ENSG00000115760",
         "ENSG00000115806",
         "ENSG00000115827",
         "ENSG00000115828",
-        "ENSG00000115840",
         "ENSG00000115866",
         "ENSG00000115875",
         "ENSG00000115902",
         "ENSG00000115947",
+        "ENSG00000115956",
         "ENSG00000115998",
         "ENSG00000116096",
         "ENSG00000116106",
         "ENSG00000116127",
         "ENSG00000116138",
         "ENSG00000116151",
+        "ENSG00000116194",
         "ENSG00000116205",
         "ENSG00000116212",
+        "ENSG00000116213",
         "ENSG00000116260",
-        "ENSG00000116459",
         "ENSG00000116478",
         "ENSG00000116489",
         "ENSG00000116584",
         "ENSG00000116661",
+        "ENSG00000116663",
         "ENSG00000116704",
-        "ENSG00000116717",
         "ENSG00000116741",
         "ENSG00000116771",
         "ENSG00000116786",
@@ -1085,24 +1070,23 @@
         "ENSG00000116991",
         "ENSG00000117036",
         "ENSG00000117090",
-        "ENSG00000117118",
         "ENSG00000117228",
-        "ENSG00000117385",
         "ENSG00000117394",
         "ENSG00000117411",
         "ENSG00000117448",
         "ENSG00000117461",
         "ENSG00000117472",
-        "ENSG00000117477",
+        "ENSG00000117480",
         "ENSG00000117543",
         "ENSG00000117595",
         "ENSG00000117616",
+        "ENSG00000117632",
+        "ENSG00000117640",
         "ENSG00000117643",
         "ENSG00000117676",
         "ENSG00000117748",
         "ENSG00000117834",
         "ENSG00000117868",
-        "ENSG00000117877",
         "ENSG00000118096",
         "ENSG00000118162",
         "ENSG00000118242",
@@ -1123,9 +1107,11 @@
         "ENSG00000118707",
         "ENSG00000118785",
         "ENSG00000118971",
+        "ENSG00000119004",
         "ENSG00000119041",
         "ENSG00000119203",
         "ENSG00000119280",
+        "ENSG00000119285",
         "ENSG00000119321",
         "ENSG00000119328",
         "ENSG00000119333",
@@ -1140,6 +1126,7 @@
         "ENSG00000119574",
         "ENSG00000119599",
         "ENSG00000119636",
+        "ENSG00000119638",
         "ENSG00000119688",
         "ENSG00000119703",
         "ENSG00000119711",
@@ -1164,9 +1151,9 @@
         "ENSG00000120262",
         "ENSG00000120278",
         "ENSG00000120280",
-        "ENSG00000120314",
         "ENSG00000120334",
         "ENSG00000120370",
+        "ENSG00000120438",
         "ENSG00000120539",
         "ENSG00000120708",
         "ENSG00000120709",
@@ -1176,6 +1163,7 @@
         "ENSG00000120885",
         "ENSG00000120889",
         "ENSG00000120915",
+        "ENSG00000121039",
         "ENSG00000121057",
         "ENSG00000121210",
         "ENSG00000121281",
@@ -1185,7 +1173,6 @@
         "ENSG00000121481",
         "ENSG00000121542",
         "ENSG00000121552",
-        "ENSG00000121578",
         "ENSG00000121671",
         "ENSG00000121690",
         "ENSG00000121775",
@@ -1194,7 +1181,6 @@
         "ENSG00000121897",
         "ENSG00000121931",
         "ENSG00000121957",
-        "ENSG00000121964",
         "ENSG00000121966",
         "ENSG00000121988",
         "ENSG00000122035",
@@ -1209,14 +1195,12 @@
         "ENSG00000122406",
         "ENSG00000122435",
         "ENSG00000122512",
-        "ENSG00000122547",
         "ENSG00000122642",
         "ENSG00000122678",
         "ENSG00000122694",
         "ENSG00000122696",
         "ENSG00000122707",
         "ENSG00000122862",
-        "ENSG00000122863",
         "ENSG00000122870",
         "ENSG00000122958",
         "ENSG00000122971",
@@ -1257,13 +1241,11 @@
         "ENSG00000124571",
         "ENSG00000124574",
         "ENSG00000124587",
-        "ENSG00000124588",
         "ENSG00000124608",
         "ENSG00000124615",
         "ENSG00000124641",
         "ENSG00000124688",
         "ENSG00000124731",
-        "ENSG00000124762",
         "ENSG00000124784",
         "ENSG00000124787",
         "ENSG00000124813",
@@ -1280,8 +1262,6 @@
         "ENSG00000125450",
         "ENSG00000125454",
         "ENSG00000125505",
-        "ENSG00000125618",
-        "ENSG00000125629",
         "ENSG00000125630",
         "ENSG00000125637",
         "ENSG00000125726",
@@ -1294,10 +1274,8 @@
         "ENSG00000125841",
         "ENSG00000125843",
         "ENSG00000125846",
-        "ENSG00000125885",
         "ENSG00000125898",
         "ENSG00000125910",
-        "ENSG00000125912",
         "ENSG00000125962",
         "ENSG00000126001",
         "ENSG00000126003",
@@ -1326,6 +1304,7 @@
         "ENSG00000127311",
         "ENSG00000127325",
         "ENSG00000127334",
+        "ENSG00000127337",
         "ENSG00000127399",
         "ENSG00000127418",
         "ENSG00000127419",
@@ -1339,6 +1318,7 @@
         "ENSG00000127824",
         "ENSG00000127863",
         "ENSG00000127884",
+        "ENSG00000127914",
         "ENSG00000127948",
         "ENSG00000127951",
         "ENSG00000127952",
@@ -1347,13 +1327,14 @@
         "ENSG00000127993",
         "ENSG00000128016",
         "ENSG00000128165",
+        "ENSG00000128242",
         "ENSG00000128272",
         "ENSG00000128274",
         "ENSG00000128284",
         "ENSG00000128294",
         "ENSG00000128340",
         "ENSG00000128394",
-        "ENSG00000128578",
+        "ENSG00000128487",
         "ENSG00000128590",
         "ENSG00000128591",
         "ENSG00000128604",
@@ -1364,7 +1345,6 @@
         "ENSG00000128833",
         "ENSG00000128872",
         "ENSG00000128881",
-        "ENSG00000128891",
         "ENSG00000128923",
         "ENSG00000128944",
         "ENSG00000128973",
@@ -1392,33 +1372,29 @@
         "ENSG00000130150",
         "ENSG00000130159",
         "ENSG00000130193",
-        "ENSG00000130227",
         "ENSG00000130304",
         "ENSG00000130305",
         "ENSG00000130347",
         "ENSG00000130348",
+        "ENSG00000130475",
         "ENSG00000130479",
         "ENSG00000130513",
         "ENSG00000130529",
         "ENSG00000130544",
         "ENSG00000130560",
-        "ENSG00000130589",
         "ENSG00000130590",
         "ENSG00000130592",
         "ENSG00000130638",
         "ENSG00000130640",
         "ENSG00000130684",
         "ENSG00000130695",
-        "ENSG00000130702",
         "ENSG00000130703",
         "ENSG00000130707",
         "ENSG00000130713",
         "ENSG00000130714",
-        "ENSG00000130717",
         "ENSG00000130734",
         "ENSG00000130741",
         "ENSG00000130764",
-        "ENSG00000130766",
         "ENSG00000130768",
         "ENSG00000130772",
         "ENSG00000130775",
@@ -1427,7 +1403,6 @@
         "ENSG00000130818",
         "ENSG00000130826",
         "ENSG00000130830",
-        "ENSG00000130988",
         "ENSG00000131016",
         "ENSG00000131018",
         "ENSG00000131042",
@@ -1464,15 +1439,15 @@
         "ENSG00000132170",
         "ENSG00000132182",
         "ENSG00000132205",
-        "ENSG00000132254",
         "ENSG00000132256",
+        "ENSG00000132275",
         "ENSG00000132321",
         "ENSG00000132330",
         "ENSG00000132334",
-        "ENSG00000132357",
         "ENSG00000132359",
         "ENSG00000132376",
         "ENSG00000132423",
+        "ENSG00000132437",
         "ENSG00000132464",
         "ENSG00000132467",
         "ENSG00000132475",
@@ -1481,9 +1456,8 @@
         "ENSG00000132530",
         "ENSG00000132541",
         "ENSG00000132561",
-        "ENSG00000132600",
         "ENSG00000132604",
-        "ENSG00000132635",
+        "ENSG00000132646",
         "ENSG00000132661",
         "ENSG00000132664",
         "ENSG00000132669",
@@ -1491,6 +1465,7 @@
         "ENSG00000132740",
         "ENSG00000132768",
         "ENSG00000132773",
+        "ENSG00000132780",
         "ENSG00000132781",
         "ENSG00000132792",
         "ENSG00000132793",
@@ -1503,21 +1478,19 @@
         "ENSG00000132964",
         "ENSG00000132965",
         "ENSG00000133026",
-        "ENSG00000133027",
         "ENSG00000133056",
         "ENSG00000133111",
         "ENSG00000133169",
         "ENSG00000133256",
         "ENSG00000133313",
         "ENSG00000133392",
-        "ENSG00000133477",
+        "ENSG00000133424",
         "ENSG00000133561",
         "ENSG00000133574",
         "ENSG00000133597",
         "ENSG00000133627",
         "ENSG00000133639",
         "ENSG00000133678",
-        "ENSG00000133703",
         "ENSG00000133704",
         "ENSG00000133739",
         "ENSG00000133740",
@@ -1529,7 +1502,9 @@
         "ENSG00000133985",
         "ENSG00000134070",
         "ENSG00000134186",
+        "ENSG00000134207",
         "ENSG00000134250",
+        "ENSG00000134287",
         "ENSG00000134291",
         "ENSG00000134308",
         "ENSG00000134313",
@@ -1542,8 +1517,10 @@
         "ENSG00000134531",
         "ENSG00000134539",
         "ENSG00000134575",
+        "ENSG00000134644",
         "ENSG00000134684",
         "ENSG00000134697",
+        "ENSG00000134698",
         "ENSG00000134744",
         "ENSG00000134779",
         "ENSG00000134815",
@@ -1564,7 +1541,6 @@
         "ENSG00000135372",
         "ENSG00000135392",
         "ENSG00000135404",
-        "ENSG00000135414",
         "ENSG00000135424",
         "ENSG00000135426",
         "ENSG00000135452",
@@ -1579,7 +1555,6 @@
         "ENSG00000135587",
         "ENSG00000135596",
         "ENSG00000135604",
-        "ENSG00000135624",
         "ENSG00000135631",
         "ENSG00000135636",
         "ENSG00000135637",
@@ -1588,20 +1563,20 @@
         "ENSG00000135697",
         "ENSG00000135722",
         "ENSG00000135736",
-        "ENSG00000135763",
         "ENSG00000135776",
         "ENSG00000135801",
         "ENSG00000135828",
         "ENSG00000135837",
         "ENSG00000135842",
-        "ENSG00000135845",
         "ENSG00000135912",
+        "ENSG00000135913",
         "ENSG00000135929",
         "ENSG00000135931",
         "ENSG00000135966",
         "ENSG00000136026",
         "ENSG00000136048",
         "ENSG00000136052",
+        "ENSG00000136098",
         "ENSG00000136152",
         "ENSG00000136156",
         "ENSG00000136158",
@@ -1612,8 +1587,6 @@
         "ENSG00000136279",
         "ENSG00000136280",
         "ENSG00000136319",
-        "ENSG00000136379",
-        "ENSG00000136451",
         "ENSG00000136514",
         "ENSG00000136573",
         "ENSG00000136699",
@@ -1621,13 +1594,14 @@
         "ENSG00000136720",
         "ENSG00000136731",
         "ENSG00000136783",
+        "ENSG00000136802",
         "ENSG00000136811",
         "ENSG00000136813",
         "ENSG00000136816",
         "ENSG00000136826",
+        "ENSG00000136828",
         "ENSG00000136840",
         "ENSG00000136842",
-        "ENSG00000136848",
         "ENSG00000136856",
         "ENSG00000136861",
         "ENSG00000136872",
@@ -1645,12 +1619,10 @@
         "ENSG00000137106",
         "ENSG00000137124",
         "ENSG00000137145",
-        "ENSG00000137154",
         "ENSG00000137166",
         "ENSG00000137168",
         "ENSG00000137193",
         "ENSG00000137198",
-        "ENSG00000137200",
         "ENSG00000137207",
         "ENSG00000137221",
         "ENSG00000137269",
@@ -1659,6 +1631,7 @@
         "ENSG00000137337",
         "ENSG00000137338",
         "ENSG00000137343",
+        "ENSG00000137364",
         "ENSG00000137414",
         "ENSG00000137441",
         "ENSG00000137473",
@@ -1670,9 +1643,13 @@
         "ENSG00000137496",
         "ENSG00000137502",
         "ENSG00000137509",
+        "ENSG00000137513",
         "ENSG00000137561",
+        "ENSG00000137574",
         "ENSG00000137601",
+        "ENSG00000137628",
         "ENSG00000137656",
+        "ENSG00000137713",
         "ENSG00000137731",
         "ENSG00000137752",
         "ENSG00000137760",
@@ -1689,7 +1666,6 @@
         "ENSG00000138002",
         "ENSG00000138018",
         "ENSG00000138030",
-        "ENSG00000138069",
         "ENSG00000138073",
         "ENSG00000138074",
         "ENSG00000138092",
@@ -1704,6 +1680,7 @@
         "ENSG00000138356",
         "ENSG00000138363",
         "ENSG00000138375",
+        "ENSG00000138376",
         "ENSG00000138380",
         "ENSG00000138386",
         "ENSG00000138399",
@@ -1711,7 +1688,6 @@
         "ENSG00000138617",
         "ENSG00000138621",
         "ENSG00000138629",
-        "ENSG00000138642",
         "ENSG00000138663",
         "ENSG00000138735",
         "ENSG00000138744",
@@ -1730,7 +1706,6 @@
         "ENSG00000139187",
         "ENSG00000139192",
         "ENSG00000139193",
-        "ENSG00000139194",
         "ENSG00000139266",
         "ENSG00000139344",
         "ENSG00000139508",
@@ -1739,6 +1714,7 @@
         "ENSG00000139537",
         "ENSG00000139540",
         "ENSG00000139546",
+        "ENSG00000139618",
         "ENSG00000139620",
         "ENSG00000139624",
         "ENSG00000139626",
@@ -1750,6 +1726,7 @@
         "ENSG00000139714",
         "ENSG00000139718",
         "ENSG00000139826",
+        "ENSG00000139874",
         "ENSG00000139946",
         "ENSG00000139998",
         "ENSG00000140006",
@@ -1758,6 +1735,7 @@
         "ENSG00000140057",
         "ENSG00000140104",
         "ENSG00000140153",
+        "ENSG00000140199",
         "ENSG00000140259",
         "ENSG00000140263",
         "ENSG00000140265",
@@ -1776,7 +1754,6 @@
         "ENSG00000140553",
         "ENSG00000140564",
         "ENSG00000140675",
-        "ENSG00000140678",
         "ENSG00000140682",
         "ENSG00000140688",
         "ENSG00000140691",
@@ -1784,6 +1761,7 @@
         "ENSG00000140830",
         "ENSG00000140848",
         "ENSG00000140854",
+        "ENSG00000140931",
         "ENSG00000140939",
         "ENSG00000140948",
         "ENSG00000140950",
@@ -1794,6 +1772,7 @@
         "ENSG00000140993",
         "ENSG00000141012",
         "ENSG00000141026",
+        "ENSG00000141027",
         "ENSG00000141030",
         "ENSG00000141040",
         "ENSG00000141076",
@@ -1803,13 +1782,12 @@
         "ENSG00000141337",
         "ENSG00000141349",
         "ENSG00000141376",
-        "ENSG00000141401",
+        "ENSG00000141378",
         "ENSG00000141424",
         "ENSG00000141449",
         "ENSG00000141458",
         "ENSG00000141469",
         "ENSG00000141499",
-        "ENSG00000141519",
         "ENSG00000141543",
         "ENSG00000141560",
         "ENSG00000141562",
@@ -1824,6 +1802,7 @@
         "ENSG00000141968",
         "ENSG00000141994",
         "ENSG00000142002",
+        "ENSG00000142102",
         "ENSG00000142185",
         "ENSG00000142197",
         "ENSG00000142207",
@@ -1848,14 +1827,17 @@
         "ENSG00000143079",
         "ENSG00000143093",
         "ENSG00000143119",
+        "ENSG00000143149",
         "ENSG00000143164",
         "ENSG00000143224",
+        "ENSG00000143228",
         "ENSG00000143248",
         "ENSG00000143258",
         "ENSG00000143297",
         "ENSG00000143315",
         "ENSG00000143319",
         "ENSG00000143333",
+        "ENSG00000143365",
         "ENSG00000143367",
         "ENSG00000143373",
         "ENSG00000143374",
@@ -1867,12 +1849,12 @@
         "ENSG00000143416",
         "ENSG00000143457",
         "ENSG00000143458",
+        "ENSG00000143476",
         "ENSG00000143515",
         "ENSG00000143549",
         "ENSG00000143552",
         "ENSG00000143554",
         "ENSG00000143612",
-        "ENSG00000143621",
         "ENSG00000143633",
         "ENSG00000143641",
         "ENSG00000143740",
@@ -1892,6 +1874,8 @@
         "ENSG00000144026",
         "ENSG00000144028",
         "ENSG00000144035",
+        "ENSG00000144036",
+        "ENSG00000144048",
         "ENSG00000144134",
         "ENSG00000144136",
         "ENSG00000144182",
@@ -1908,23 +1892,24 @@
         "ENSG00000144559",
         "ENSG00000144589",
         "ENSG00000144597",
+        "ENSG00000144647",
         "ENSG00000144659",
         "ENSG00000144730",
         "ENSG00000144736",
         "ENSG00000144746",
         "ENSG00000144749",
         "ENSG00000144815",
-        "ENSG00000144834",
         "ENSG00000144843",
         "ENSG00000144867",
         "ENSG00000144893",
         "ENSG00000144908",
         "ENSG00000144959",
+        "ENSG00000145022",
         "ENSG00000145214",
         "ENSG00000145365",
+        "ENSG00000145476",
         "ENSG00000145491",
         "ENSG00000145569",
-        "ENSG00000145632",
         "ENSG00000145687",
         "ENSG00000145692",
         "ENSG00000145721",
@@ -1944,6 +1929,7 @@
         "ENSG00000146701",
         "ENSG00000146707",
         "ENSG00000146729",
+        "ENSG00000146733",
         "ENSG00000146757",
         "ENSG00000146809",
         "ENSG00000146826",
@@ -1972,18 +1958,19 @@
         "ENSG00000147536",
         "ENSG00000147604",
         "ENSG00000147654",
-        "ENSG00000147789",
+        "ENSG00000147724",
+        "ENSG00000147853",
         "ENSG00000147912",
         "ENSG00000148090",
         "ENSG00000148180",
         "ENSG00000148225",
+        "ENSG00000148297",
         "ENSG00000148300",
         "ENSG00000148308",
         "ENSG00000148343",
         "ENSG00000148346",
         "ENSG00000148384",
         "ENSG00000148399",
-        "ENSG00000148459",
         "ENSG00000148468",
         "ENSG00000148516",
         "ENSG00000148688",
@@ -1994,6 +1981,7 @@
         "ENSG00000148926",
         "ENSG00000148935",
         "ENSG00000148942",
+        "ENSG00000148985",
         "ENSG00000149016",
         "ENSG00000149054",
         "ENSG00000149115",
@@ -2014,14 +2002,15 @@
         "ENSG00000149541",
         "ENSG00000149547",
         "ENSG00000149548",
+        "ENSG00000149554",
         "ENSG00000149573",
         "ENSG00000149577",
         "ENSG00000149582",
         "ENSG00000149636",
+        "ENSG00000149658",
         "ENSG00000149781",
         "ENSG00000149782",
         "ENSG00000149929",
-        "ENSG00000149930",
         "ENSG00000149970",
         "ENSG00000150045",
         "ENSG00000150401",
@@ -2033,7 +2022,6 @@
         "ENSG00000150687",
         "ENSG00000150756",
         "ENSG00000150867",
-        "ENSG00000150961",
         "ENSG00000150991",
         "ENSG00000151093",
         "ENSG00000151136",
@@ -2054,7 +2042,6 @@
         "ENSG00000151690",
         "ENSG00000151692",
         "ENSG00000151694",
-        "ENSG00000151725",
         "ENSG00000151726",
         "ENSG00000151743",
         "ENSG00000151746",
@@ -2066,6 +2053,7 @@
         "ENSG00000151882",
         "ENSG00000151883",
         "ENSG00000151893",
+        "ENSG00000151914",
         "ENSG00000152104",
         "ENSG00000152217",
         "ENSG00000152229",
@@ -2077,7 +2065,6 @@
         "ENSG00000152457",
         "ENSG00000152475",
         "ENSG00000152492",
-        "ENSG00000152582",
         "ENSG00000152583",
         "ENSG00000152926",
         "ENSG00000153044",
@@ -2088,7 +2075,6 @@
         "ENSG00000153395",
         "ENSG00000153558",
         "ENSG00000153563",
-        "ENSG00000153574",
         "ENSG00000153767",
         "ENSG00000153879",
         "ENSG00000153896",
@@ -2100,6 +2086,7 @@
         "ENSG00000154027",
         "ENSG00000154127",
         "ENSG00000154262",
+        "ENSG00000154263",
         "ENSG00000154269",
         "ENSG00000154310",
         "ENSG00000154328",
@@ -2107,12 +2094,14 @@
         "ENSG00000154370",
         "ENSG00000154447",
         "ENSG00000154451",
-        "ENSG00000154518",
+        "ENSG00000154473",
         "ENSG00000154640",
         "ENSG00000154734",
         "ENSG00000154743",
         "ENSG00000154760",
         "ENSG00000154803",
+        "ENSG00000154814",
+        "ENSG00000154832",
         "ENSG00000154889",
         "ENSG00000154914",
         "ENSG00000154930",
@@ -2126,17 +2115,16 @@
         "ENSG00000155275",
         "ENSG00000155304",
         "ENSG00000155363",
-        "ENSG00000155366",
         "ENSG00000155463",
         "ENSG00000155545",
         "ENSG00000155561",
         "ENSG00000155636",
         "ENSG00000155657",
-        "ENSG00000155666",
         "ENSG00000155729",
         "ENSG00000155755",
         "ENSG00000155827",
         "ENSG00000155858",
+        "ENSG00000155868",
         "ENSG00000155893",
         "ENSG00000155926",
         "ENSG00000156050",
@@ -2148,8 +2136,6 @@
         "ENSG00000156298",
         "ENSG00000156345",
         "ENSG00000156384",
-        "ENSG00000156471",
-        "ENSG00000156475",
         "ENSG00000156504",
         "ENSG00000156508",
         "ENSG00000156515",
@@ -2160,14 +2146,12 @@
         "ENSG00000156711",
         "ENSG00000156735",
         "ENSG00000156738",
-        "ENSG00000156787",
         "ENSG00000156795",
-        "ENSG00000156802",
         "ENSG00000156804",
         "ENSG00000156869",
+        "ENSG00000156873",
         "ENSG00000156990",
         "ENSG00000157111",
-        "ENSG00000157212",
         "ENSG00000157224",
         "ENSG00000157353",
         "ENSG00000157379",
@@ -2179,6 +2163,7 @@
         "ENSG00000157617",
         "ENSG00000157637",
         "ENSG00000157693",
+        "ENSG00000157734",
         "ENSG00000157796",
         "ENSG00000157800",
         "ENSG00000157873",
@@ -2198,7 +2183,10 @@
         "ENSG00000158290",
         "ENSG00000158406",
         "ENSG00000158411",
+        "ENSG00000158435",
+        "ENSG00000158480",
         "ENSG00000158483",
+        "ENSG00000158526",
         "ENSG00000158528",
         "ENSG00000158545",
         "ENSG00000158555",
@@ -2220,7 +2208,6 @@
         "ENSG00000159176",
         "ENSG00000159208",
         "ENSG00000159214",
-        "ENSG00000159216",
         "ENSG00000159217",
         "ENSG00000159346",
         "ENSG00000159352",
@@ -2234,12 +2221,14 @@
         "ENSG00000159842",
         "ENSG00000159873",
         "ENSG00000159882",
+        "ENSG00000159917",
         "ENSG00000159921",
         "ENSG00000159958",
         "ENSG00000160050",
         "ENSG00000160055",
         "ENSG00000160058",
         "ENSG00000160072",
+        "ENSG00000160094",
         "ENSG00000160179",
         "ENSG00000160193",
         "ENSG00000160199",
@@ -2300,7 +2289,6 @@
         "ENSG00000161929",
         "ENSG00000161960",
         "ENSG00000162065",
-        "ENSG00000162066",
         "ENSG00000162105",
         "ENSG00000162139",
         "ENSG00000162227",
@@ -2314,7 +2302,6 @@
         "ENSG00000162433",
         "ENSG00000162434",
         "ENSG00000162437",
-        "ENSG00000162458",
         "ENSG00000162460",
         "ENSG00000162461",
         "ENSG00000162496",
@@ -2322,8 +2309,10 @@
         "ENSG00000162542",
         "ENSG00000162551",
         "ENSG00000162595",
+        "ENSG00000162601",
         "ENSG00000162614",
         "ENSG00000162639",
+        "ENSG00000162642",
         "ENSG00000162645",
         "ENSG00000162654",
         "ENSG00000162694",
@@ -2331,6 +2320,7 @@
         "ENSG00000162714",
         "ENSG00000162729",
         "ENSG00000162735",
+        "ENSG00000162736",
         "ENSG00000162746",
         "ENSG00000162755",
         "ENSG00000162769",
@@ -2340,6 +2330,7 @@
         "ENSG00000162894",
         "ENSG00000162924",
         "ENSG00000162928",
+        "ENSG00000162929",
         "ENSG00000162959",
         "ENSG00000162971",
         "ENSG00000162994",
@@ -2347,9 +2338,9 @@
         "ENSG00000163006",
         "ENSG00000163026",
         "ENSG00000163071",
-        "ENSG00000163082",
         "ENSG00000163104",
         "ENSG00000163155",
+        "ENSG00000163161",
         "ENSG00000163219",
         "ENSG00000163235",
         "ENSG00000163257",
@@ -2357,9 +2348,12 @@
         "ENSG00000163378",
         "ENSG00000163406",
         "ENSG00000163412",
+        "ENSG00000163466",
+        "ENSG00000163468",
         "ENSG00000163481",
         "ENSG00000163482",
         "ENSG00000163492",
+        "ENSG00000163507",
         "ENSG00000163508",
         "ENSG00000163516",
         "ENSG00000163519",
@@ -2388,6 +2382,7 @@
         "ENSG00000163840",
         "ENSG00000163870",
         "ENSG00000163900",
+        "ENSG00000163918",
         "ENSG00000163923",
         "ENSG00000163931",
         "ENSG00000163932",
@@ -2412,6 +2407,7 @@
         "ENSG00000164073",
         "ENSG00000164077",
         "ENSG00000164086",
+        "ENSG00000164087",
         "ENSG00000164088",
         "ENSG00000164104",
         "ENSG00000164109",
@@ -2436,8 +2432,8 @@
         "ENSG00000164379",
         "ENSG00000164402",
         "ENSG00000164403",
+        "ENSG00000164414",
         "ENSG00000164430",
-        "ENSG00000164465",
         "ENSG00000164484",
         "ENSG00000164512",
         "ENSG00000164535",
@@ -2459,7 +2455,6 @@
         "ENSG00000164930",
         "ENSG00000164933",
         "ENSG00000164934",
-        "ENSG00000164938",
         "ENSG00000164949",
         "ENSG00000164953",
         "ENSG00000164978",
@@ -2468,6 +2463,7 @@
         "ENSG00000165029",
         "ENSG00000165071",
         "ENSG00000165092",
+        "ENSG00000165102",
         "ENSG00000165115",
         "ENSG00000165138",
         "ENSG00000165140",
@@ -2480,14 +2476,13 @@
         "ENSG00000165271",
         "ENSG00000165272",
         "ENSG00000165282",
-        "ENSG00000165283",
         "ENSG00000165359",
         "ENSG00000165389",
         "ENSG00000165406",
+        "ENSG00000165410",
         "ENSG00000165424",
         "ENSG00000165434",
         "ENSG00000165474",
-        "ENSG00000165475",
         "ENSG00000165476",
         "ENSG00000165501",
         "ENSG00000165526",
@@ -2504,11 +2499,11 @@
         "ENSG00000165695",
         "ENSG00000165724",
         "ENSG00000165732",
+        "ENSG00000165733",
         "ENSG00000165782",
         "ENSG00000165792",
         "ENSG00000165795",
         "ENSG00000165801",
-        "ENSG00000165806",
         "ENSG00000165819",
         "ENSG00000165861",
         "ENSG00000165886",
@@ -2532,7 +2527,6 @@
         "ENSG00000166192",
         "ENSG00000166197",
         "ENSG00000166199",
-        "ENSG00000166224",
         "ENSG00000166226",
         "ENSG00000166262",
         "ENSG00000166272",
@@ -2563,12 +2557,13 @@
         "ENSG00000166685",
         "ENSG00000166704",
         "ENSG00000166710",
-        "ENSG00000166747",
         "ENSG00000166770",
         "ENSG00000166783",
         "ENSG00000166788",
+        "ENSG00000166803",
         "ENSG00000166816",
         "ENSG00000166848",
+        "ENSG00000166855",
         "ENSG00000166881",
         "ENSG00000166887",
         "ENSG00000166889",
@@ -2585,6 +2580,7 @@
         "ENSG00000167114",
         "ENSG00000167130",
         "ENSG00000167173",
+        "ENSG00000167182",
         "ENSG00000167202",
         "ENSG00000167208",
         "ENSG00000167216",
@@ -2607,6 +2603,7 @@
         "ENSG00000167565",
         "ENSG00000167566",
         "ENSG00000167588",
+        "ENSG00000167595",
         "ENSG00000167604",
         "ENSG00000167608",
         "ENSG00000167613",
@@ -2622,11 +2619,11 @@
         "ENSG00000167741",
         "ENSG00000167747",
         "ENSG00000167767",
-        "ENSG00000167792",
         "ENSG00000167840",
         "ENSG00000167842",
         "ENSG00000167851",
         "ENSG00000167881",
+        "ENSG00000167900",
         "ENSG00000167912",
         "ENSG00000167930",
         "ENSG00000167965",
@@ -2639,9 +2636,9 @@
         "ENSG00000168010",
         "ENSG00000168016",
         "ENSG00000168026",
+        "ENSG00000168056",
+        "ENSG00000168061",
         "ENSG00000168062",
-        "ENSG00000168090",
-        "ENSG00000168092",
         "ENSG00000168096",
         "ENSG00000168116",
         "ENSG00000168209",
@@ -2656,13 +2653,14 @@
         "ENSG00000168389",
         "ENSG00000168394",
         "ENSG00000168404",
+        "ENSG00000168421",
         "ENSG00000168434",
         "ENSG00000168439",
         "ENSG00000168487",
         "ENSG00000168491",
         "ENSG00000168495",
+        "ENSG00000168496",
         "ENSG00000168517",
-        "ENSG00000168589",
         "ENSG00000168591",
         "ENSG00000168661",
         "ENSG00000168685",
@@ -2670,6 +2668,7 @@
         "ENSG00000168778",
         "ENSG00000168781",
         "ENSG00000168792",
+        "ENSG00000168802",
         "ENSG00000168806",
         "ENSG00000168813",
         "ENSG00000168826",
@@ -2678,11 +2677,11 @@
         "ENSG00000168887",
         "ENSG00000168918",
         "ENSG00000168936",
-        "ENSG00000168952",
         "ENSG00000168961",
         "ENSG00000168993",
         "ENSG00000169031",
         "ENSG00000169116",
+        "ENSG00000169118",
         "ENSG00000169193",
         "ENSG00000169223",
         "ENSG00000169241",
@@ -2714,6 +2713,7 @@
         "ENSG00000170222",
         "ENSG00000170265",
         "ENSG00000170266",
+        "ENSG00000170312",
         "ENSG00000170325",
         "ENSG00000170345",
         "ENSG00000170385",
@@ -2723,12 +2723,14 @@
         "ENSG00000170448",
         "ENSG00000170464",
         "ENSG00000170468",
+        "ENSG00000170542",
         "ENSG00000170545",
         "ENSG00000170571",
         "ENSG00000170604",
         "ENSG00000170631",
         "ENSG00000170633",
         "ENSG00000170703",
+        "ENSG00000170734",
         "ENSG00000170776",
         "ENSG00000170779",
         "ENSG00000170791",
@@ -2737,7 +2739,7 @@
         "ENSG00000170876",
         "ENSG00000170881",
         "ENSG00000170892",
-        "ENSG00000170962",
+        "ENSG00000170899",
         "ENSG00000170989",
         "ENSG00000171105",
         "ENSG00000171115",
@@ -2762,7 +2764,6 @@
         "ENSG00000171467",
         "ENSG00000171476",
         "ENSG00000171488",
-        "ENSG00000171522",
         "ENSG00000171566",
         "ENSG00000171606",
         "ENSG00000171612",
@@ -2779,9 +2780,10 @@
         "ENSG00000171817",
         "ENSG00000171823",
         "ENSG00000171840",
+        "ENSG00000171848",
         "ENSG00000171860",
         "ENSG00000171861",
-        "ENSG00000171914",
+        "ENSG00000171940",
         "ENSG00000171943",
         "ENSG00000171953",
         "ENSG00000171962",
@@ -2789,9 +2791,11 @@
         "ENSG00000172007",
         "ENSG00000172009",
         "ENSG00000172037",
+        "ENSG00000172053",
         "ENSG00000172057",
         "ENSG00000172059",
         "ENSG00000172081",
+        "ENSG00000172115",
         "ENSG00000172123",
         "ENSG00000172167",
         "ENSG00000172197",
@@ -2800,17 +2804,18 @@
         "ENSG00000172292",
         "ENSG00000172348",
         "ENSG00000172349",
-        "ENSG00000172375",
         "ENSG00000172465",
         "ENSG00000172469",
         "ENSG00000172530",
         "ENSG00000172531",
         "ENSG00000172543",
+        "ENSG00000172673",
         "ENSG00000172687",
         "ENSG00000172716",
         "ENSG00000172728",
         "ENSG00000172731",
         "ENSG00000172748",
+        "ENSG00000172757",
         "ENSG00000172765",
         "ENSG00000172794",
         "ENSG00000172818",
@@ -2826,11 +2831,11 @@
         "ENSG00000173193",
         "ENSG00000173198",
         "ENSG00000173208",
+        "ENSG00000173273",
         "ENSG00000173275",
         "ENSG00000173281",
         "ENSG00000173409",
         "ENSG00000173442",
-        "ENSG00000173451",
         "ENSG00000173456",
         "ENSG00000173480",
         "ENSG00000173531",
@@ -2857,7 +2862,6 @@
         "ENSG00000174106",
         "ENSG00000174125",
         "ENSG00000174130",
-        "ENSG00000174132",
         "ENSG00000174177",
         "ENSG00000174197",
         "ENSG00000174227",
@@ -2867,6 +2871,7 @@
         "ENSG00000174307",
         "ENSG00000174444",
         "ENSG00000174456",
+        "ENSG00000174501",
         "ENSG00000174502",
         "ENSG00000174514",
         "ENSG00000174516",
@@ -2876,6 +2881,7 @@
         "ENSG00000174718",
         "ENSG00000174738",
         "ENSG00000174749",
+        "ENSG00000174796",
         "ENSG00000174827",
         "ENSG00000174839",
         "ENSG00000174840",
@@ -2885,7 +2891,6 @@
         "ENSG00000174943",
         "ENSG00000174946",
         "ENSG00000174989",
-        "ENSG00000174996",
         "ENSG00000175104",
         "ENSG00000175105",
         "ENSG00000175130",
@@ -2897,6 +2902,7 @@
         "ENSG00000175318",
         "ENSG00000175322",
         "ENSG00000175348",
+        "ENSG00000175376",
         "ENSG00000175414",
         "ENSG00000175463",
         "ENSG00000175489",
@@ -2908,24 +2914,22 @@
         "ENSG00000175595",
         "ENSG00000175643",
         "ENSG00000175707",
-        "ENSG00000175711",
         "ENSG00000175773",
         "ENSG00000175857",
         "ENSG00000175906",
         "ENSG00000175931",
         "ENSG00000175970",
-        "ENSG00000175984",
         "ENSG00000176018",
         "ENSG00000176022",
         "ENSG00000176024",
         "ENSG00000176055",
         "ENSG00000176058",
         "ENSG00000176087",
-        "ENSG00000176108",
         "ENSG00000176125",
         "ENSG00000176142",
         "ENSG00000176171",
         "ENSG00000176182",
+        "ENSG00000176208",
         "ENSG00000176225",
         "ENSG00000176371",
         "ENSG00000176390",
@@ -2949,25 +2953,25 @@
         "ENSG00000176945",
         "ENSG00000176974",
         "ENSG00000176994",
+        "ENSG00000177000",
         "ENSG00000177030",
         "ENSG00000177034",
         "ENSG00000177042",
         "ENSG00000177051",
         "ENSG00000177084",
         "ENSG00000177105",
-        "ENSG00000177169",
+        "ENSG00000177150",
         "ENSG00000177192",
         "ENSG00000177200",
         "ENSG00000177239",
         "ENSG00000177302",
-        "ENSG00000177303",
         "ENSG00000177337",
-        "ENSG00000177370",
         "ENSG00000177380",
         "ENSG00000177383",
         "ENSG00000177409",
         "ENSG00000177427",
         "ENSG00000177432",
+        "ENSG00000177479",
         "ENSG00000177565",
         "ENSG00000177595",
         "ENSG00000177606",
@@ -2986,7 +2990,7 @@
         "ENSG00000177946",
         "ENSG00000177963",
         "ENSG00000178026",
-        "ENSG00000178078",
+        "ENSG00000178149",
         "ENSG00000178163",
         "ENSG00000178209",
         "ENSG00000178338",
@@ -3001,6 +3005,7 @@
         "ENSG00000178773",
         "ENSG00000178802",
         "ENSG00000178814",
+        "ENSG00000178860",
         "ENSG00000178917",
         "ENSG00000178935",
         "ENSG00000178977",
@@ -3020,7 +3025,6 @@
         "ENSG00000179331",
         "ENSG00000179335",
         "ENSG00000179361",
-        "ENSG00000179364",
         "ENSG00000179387",
         "ENSG00000179397",
         "ENSG00000179409",
@@ -3039,6 +3043,7 @@
         "ENSG00000179943",
         "ENSG00000179981",
         "ENSG00000179988",
+        "ENSG00000180096",
         "ENSG00000180185",
         "ENSG00000180198",
         "ENSG00000180304",
@@ -3082,7 +3087,6 @@
         "ENSG00000181744",
         "ENSG00000181778",
         "ENSG00000181826",
-        "ENSG00000181827",
         "ENSG00000181830",
         "ENSG00000181847",
         "ENSG00000181873",
@@ -3090,7 +3094,6 @@
         "ENSG00000181896",
         "ENSG00000182010",
         "ENSG00000182013",
-        "ENSG00000182022",
         "ENSG00000182054",
         "ENSG00000182118",
         "ENSG00000182134",
@@ -3100,6 +3103,7 @@
         "ENSG00000182156",
         "ENSG00000182173",
         "ENSG00000182179",
+        "ENSG00000182195",
         "ENSG00000182199",
         "ENSG00000182220",
         "ENSG00000182240",
@@ -3111,7 +3115,7 @@
         "ENSG00000182504",
         "ENSG00000182544",
         "ENSG00000182648",
-        "ENSG00000182700",
+        "ENSG00000182704",
         "ENSG00000182718",
         "ENSG00000182742",
         "ENSG00000182749",
@@ -3123,7 +3127,6 @@
         "ENSG00000182986",
         "ENSG00000182993",
         "ENSG00000183049",
-        "ENSG00000183060",
         "ENSG00000183111",
         "ENSG00000183137",
         "ENSG00000183161",
@@ -3150,7 +3153,6 @@
         "ENSG00000183783",
         "ENSG00000183814",
         "ENSG00000183918",
-        "ENSG00000183943",
         "ENSG00000183963",
         "ENSG00000184009",
         "ENSG00000184014",
@@ -3161,6 +3163,7 @@
         "ENSG00000184164",
         "ENSG00000184205",
         "ENSG00000184226",
+        "ENSG00000184227",
         "ENSG00000184271",
         "ENSG00000184277",
         "ENSG00000184293",
@@ -3180,9 +3183,11 @@
         "ENSG00000184613",
         "ENSG00000184619",
         "ENSG00000184634",
+        "ENSG00000184635",
         "ENSG00000184792",
         "ENSG00000184857",
         "ENSG00000184860",
+        "ENSG00000184863",
         "ENSG00000184979",
         "ENSG00000185000",
         "ENSG00000185019",
@@ -3191,6 +3196,7 @@
         "ENSG00000185100",
         "ENSG00000185101",
         "ENSG00000185163",
+        "ENSG00000185189",
         "ENSG00000185215",
         "ENSG00000185219",
         "ENSG00000185220",
@@ -3202,13 +3208,13 @@
         "ENSG00000185420",
         "ENSG00000185442",
         "ENSG00000185504",
+        "ENSG00000185507",
         "ENSG00000185621",
         "ENSG00000185670",
         "ENSG00000185697",
         "ENSG00000185730",
         "ENSG00000185745",
         "ENSG00000185798",
-        "ENSG00000185800",
         "ENSG00000185803",
         "ENSG00000185825",
         "ENSG00000185838",
@@ -3220,7 +3226,6 @@
         "ENSG00000185920",
         "ENSG00000185947",
         "ENSG00000186017",
-        "ENSG00000186026",
         "ENSG00000186047",
         "ENSG00000186073",
         "ENSG00000186088",
@@ -3229,6 +3234,7 @@
         "ENSG00000186115",
         "ENSG00000186141",
         "ENSG00000186187",
+        "ENSG00000186212",
         "ENSG00000186231",
         "ENSG00000186265",
         "ENSG00000186272",
@@ -3237,9 +3243,11 @@
         "ENSG00000186300",
         "ENSG00000186314",
         "ENSG00000186335",
+        "ENSG00000186352",
         "ENSG00000186376",
         "ENSG00000186448",
         "ENSG00000186470",
+        "ENSG00000186480",
         "ENSG00000186501",
         "ENSG00000186517",
         "ENSG00000186532",
@@ -3254,9 +3262,9 @@
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