Upload folder using huggingface_hub

OnClass.data-00000-of-00001

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:9715f2c4121cdf158320fc5a8bd6b67f969ca271d5bf12565892c031f59b80bc
+oid sha256:01d91be816435b87969dcf5e3efa37c7adf92edf2c03c4a347831358e5f7276e
 size 27239224

OnClass.npz

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:6b3465c5392dcd88b0c2eea281bbe4de02aad3235bb95acf3a13639946a7dd0f
-size 144112071
+oid sha256:62d6e3a553211bbe6c71e34b1eadb251be63aa82f80032d448151a6b282956e8
+size 144112076

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| hepatocyte | 739 | 0.99 | 0.98 | 0.97 | 0.99 | 0.00 | 0.99 | 0.99 | 0.99 | 1.00 |\n| macrophage | 315 | 0.87 | 0.89 | 0.93 | 0.88 | 0.00 | 0.88 | 0.92 | 0.94 | 0.95 |\n| endothelial cell | 180 | 0.97 | 0.97 | 0.98 | 0.98 | 0.00 | 0.98 | 0.97 | 0.97 | 0.98 |\n| monocyte | 174 | 0.50 | 0.61 | 0.62 | 0.61 | 0.00 | 0.48 | 0.43 | 0.46 | 0.62 |\n| CD8-positive, alpha-beta T cell | 119 | 0.82 | 0.82 | 0.82 | 0.58 | 0.00 | 0.82 | 0.76 | 0.82 | 0.86 |\n| erythrocyte | 102 | 0.99 | 0.92 | 0.99 | 0.98 | 0.00 | 0.98 | 0.99 | 0.97 | 0.99 |\n| mature NK T cell | 63 | 0.59 | 0.47 | 0.62 | 0.47 | 0.00 | 0.57 | 0.53 | 0.62 | 0.63 |\n| plasma cell | 81 | 0.98 | 0.98 | 0.96 | 0.98 | 0.00 | 1.00 | 0.99 | 0.98 | 0.98 |\n| natural killer cell | 84 | 0.74 | 0.72 | 0.74 | 0.44 | 0.00 | 0.74 | 0.74 | 0.78 | 0.78 |\n| neutrophil | 82 | 0.96 | 0.94 | 0.79 | 0.88 | 0.00 | 0.95 | 0.94 | 0.95 | 0.98 |\n| intrahepatic cholangiocyte | 70 | 0.98 | 0.96 | 0.98 | 0.98 | 0.00 | 0.98 | 0.99 | 0.98 | 0.99 |\n| intermediate monocyte | 56 | 0.47 | 0.27 | 0.41 | 0.19 | 0.00 | 0.29 | 0.37 | 0.39 | 0.41 |\n| classical monocyte | 30 | 0.29 | 0.00 | 0.20 | 0.10 | 0.00 | 0.18 | 0.35 | 0.39 | 0.27 |\n| CD4-positive, alpha-beta T cell | 30 | 0.67 | 0.44 | 0.61 | 0.30 | 0.00 | 0.65 | 0.53 | 0.70 | 0.73 |\n| hepatic stellate cell | 25 | 0.75 | 0.44 | 0.64 | 0.42 | 0.00 | 0.76 | 0.94 | 0.90 | 0.86 |\n| B cell | 17 | 0.94 | 0.94 | 0.91 | 0.77 | 0.00 | 0.94 | 0.97 | 0.94 | 0.94 |\n| fibroblast | 15 | 0.73 | 0.65 | 0.61 | 0.59 | 0.00 | 0.79 | 0.94 | 0.86 | 0.86 |\n| non-classical monocyte | 12 | 0.67 | 0.14 | 0.67 | 0.42 | 0.00 | 0.71 | 0.59 | 0.80 | 0.81 |\n| myeloid cell | 5 | 0.50 | 0.00 | 0.33 | 0.50 | 0.00 | 0.62 | 0.67 | 0.77 | 0.80 |\n| myeloid dendritic cell | 6 | 0.00 | 0.00 | 0.25 | 0.00 | 0.00 | 0.62 | 0.60 | 0.67 | 0.60 |\n| hematopoietic precursor cell | 7 | 0.00 | 0.73 | 0.44 | 0.40 | 0.00 | 0.71 | 0.73 | 0.50 | 0.60 |\n| T cell | 5 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.22 | 0.00 | 0.00 | 0.00 |\n| mast cell | 4 | 0.44 | 0.50 | 0.89 | 0.75 | 0.00 | 0.80 | 0.89 | 0.89 | 0.89 |\n| plasmacytoid dendritic cell | 1 | 0.00 | 0.00 | 1.00 | 1.00 | 0.00 | 0.50 | 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| hepatocyte | 6675 | 0.99 | 0.97 | 0.99 | 1.00 | 0.00 | 0.99 | 1.00 | 0.99 | 1.00 |\n| macrophage | 2917 | 0.89 | 0.89 | 0.95 | 0.92 | 0.00 | 0.91 | 0.93 | 0.94 | 0.96 |\n| endothelial cell | 1594 | 0.96 | 0.96 | 0.98 | 0.97 | 0.00 | 0.98 | 0.99 | 0.98 | 0.99 |\n| monocyte | 1547 | 0.52 | 0.64 | 0.77 | 0.72 | 0.00 | 0.63 | 0.69 | 0.71 | 0.82 |\n| CD8-positive, alpha-beta T cell | 1171 | 0.79 | 0.81 | 0.87 | 0.74 | 0.00 | 0.85 | 0.89 | 0.92 | 0.89 |\n| erythrocyte | 878 | 0.99 | 0.88 | 0.99 | 0.98 | 0.00 | 0.96 | 0.99 | 0.98 | 0.99 |\n| mature NK T cell | 745 | 0.63 | 0.50 | 0.76 | 0.66 | 0.00 | 0.72 | 0.85 | 0.87 | 0.84 |\n| plasma cell | 685 | 0.98 | 0.96 | 0.99 | 0.97 | 0.00 | 0.99 | 1.00 | 0.99 | 0.99 |\n| natural killer cell | 661 | 0.70 | 0.64 | 0.78 | 0.64 | 0.00 | 0.77 | 0.88 | 0.89 | 0.88 |\n| neutrophil | 657 | 0.94 | 0.80 | 0.94 | 0.92 | 0.00 | 0.97 | 0.98 | 0.97 | 0.98 |\n| intrahepatic cholangiocyte | 595 | 0.96 | 0.96 | 0.98 | 0.99 | 0.00 | 0.97 | 0.99 | 0.99 | 0.99 |\n| intermediate monocyte | 501 | 0.44 | 0.22 | 0.65 | 0.54 | 0.00 | 0.50 | 0.74 | 0.74 | 0.79 |\n| classical monocyte | 296 | 0.21 | 0.02 | 0.43 | 0.37 | 0.00 | 0.54 | 0.68 | 0.71 | 0.76 |\n| CD4-positive, alpha-beta T cell | 261 | 0.51 | 0.51 | 0.67 | 0.55 | 0.00 | 0.71 | 0.82 | 0.87 | 0.80 |\n| hepatic stellate cell | 198 | 0.55 | 0.27 | 0.82 | 0.79 | 0.00 | 0.91 | 0.97 | 0.97 | 0.96 |\n| B cell | 146 | 0.94 | 0.95 | 0.96 | 0.84 | 0.00 | 0.94 | 0.99 | 0.98 | 0.97 |\n| fibroblast | 146 | 0.61 | 0.64 | 0.78 | 0.85 | 0.00 | 0.93 | 0.99 | 0.99 | 0.97 |\n| non-classical monocyte | 101 | 0.63 | 0.22 | 0.83 | 0.46 | 0.00 | 0.80 | 0.87 | 0.86 | 0.89 |\n| myeloid cell | 76 | 0.72 | 0.00 | 0.59 | 0.58 | 0.00 | 0.82 | 0.93 | 0.89 | 0.90 |\n| myeloid dendritic cell | 50 | 0.00 | 0.04 | 0.51 | 0.13 | 0.00 | 0.68 | 0.89 | 0.87 | 0.91 |\n| hematopoietic precursor cell | 34 | 0.00 | 0.38 | 0.64 | 0.55 | 0.00 | 0.83 | 1.00 | 0.99 | 0.90 |\n| T cell | 27 | 0.00 | 0.00 | 0.13 | 0.18 | 0.00 | 0.68 | 1.00 | 1.00 | 0.94 |\n| mast cell | 24 | 0.34 | 0.46 | 0.89 | 0.69 | 0.00 | 0.98 | 1.00 | 0.96 | 1.00 |\n| plasmacytoid dendritic cell | 7 | 0.00 | 0.00 | 0.86 | 0.83 | 0.00 | 0.61 | 1.00 | 1.00 | 1.00 |"
+    "query_accuracy": "| Cell Type | N cells |  celltypist |  knn bbknn |  knn harmony |  knn on scvi |  onclass |  scanvi |  svm |  xgboost | Consensus Prediction |\n| --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- |\n| hepatocyte | 712 | 0.99 | 0.98 | 0.97 | 0.99 | 0.00 | 0.99 | 1.00 | 0.99 | 1.00 |\n| macrophage | 326 | 0.88 | 0.88 | 0.90 | 0.90 | 0.00 | 0.90 | 0.92 | 0.94 | 0.95 |\n| endothelial cell | 172 | 0.97 | 0.97 | 0.97 | 0.96 | 0.00 | 0.98 | 0.97 | 0.96 | 0.98 |\n| monocyte | 181 | 0.42 | 0.62 | 0.61 | 0.59 | 0.00 | 0.51 | 0.45 | 0.55 | 0.59 |\n| CD8-positive, alpha-beta T cell | 120 | 0.84 | 0.83 | 0.83 | 0.58 | 0.00 | 0.79 | 0.82 | 0.84 | 0.88 |\n| erythrocyte | 109 | 0.99 | 0.94 | 0.99 | 0.97 | 0.00 | 0.97 | 0.99 | 0.99 | 0.99 |\n| mature NK T cell | 70 | 0.64 | 0.49 | 0.65 | 0.47 | 0.00 | 0.52 | 0.52 | 0.68 | 0.66 |\n| plasma cell | 78 | 0.99 | 0.99 | 0.99 | 0.98 | 0.00 | 1.00 | 0.99 | 0.98 | 1.00 |\n| natural killer cell | 88 | 0.76 | 0.74 | 0.75 | 0.41 | 0.00 | 0.74 | 0.74 | 0.83 | 0.81 |\n| neutrophil | 76 | 0.95 | 0.94 | 0.79 | 0.88 | 0.00 | 0.91 | 0.93 | 0.91 | 0.97 |\n| intrahepatic cholangiocyte | 77 | 0.99 | 0.98 | 0.97 | 0.98 | 0.00 | 0.99 | 0.99 | 0.98 | 0.99 |\n| intermediate monocyte | 61 | 0.44 | 0.27 | 0.47 | 0.29 | 0.00 | 0.40 | 0.37 | 0.50 | 0.50 |\n| classical monocyte | 29 | 0.21 | 0.00 | 0.11 | 0.12 | 0.00 | 0.25 | 0.23 | 0.36 | 0.04 |\n| CD4-positive, alpha-beta T cell | 29 | 0.66 | 0.37 | 0.57 | 0.27 | 0.00 | 0.53 | 0.59 | 0.73 | 0.72 |\n| hepatic stellate cell | 23 | 0.76 | 0.44 | 0.67 | 0.53 | 0.00 | 0.84 | 0.94 | 0.86 | 0.90 |\n| B cell | 18 | 0.95 | 0.92 | 0.95 | 0.63 | 0.00 | 0.95 | 0.95 | 0.92 | 0.95 |\n| fibroblast | 15 | 0.62 | 0.65 | 0.70 | 0.55 | 0.00 | 0.83 | 0.94 | 0.91 | 0.88 |\n| non-classical monocyte | 12 | 0.63 | 0.00 | 0.61 | 0.22 | 0.00 | 0.69 | 0.81 | 0.88 | 0.83 |\n| myeloid cell | 4 | 0.25 | 0.00 | 0.00 | 0.22 | 0.00 | 0.27 | 0.86 | 0.67 | 0.22 |\n| myeloid dendritic cell | 8 | 0.00 | 0.00 | 0.36 | 0.55 | 0.00 | 0.47 | 0.80 | 0.67 | 0.71 |\n| hematopoietic precursor cell | 6 | 0.00 | 0.50 | 0.50 | 0.50 | 0.00 | 0.73 | 0.50 | 0.55 | 0.67 |\n| T cell | 5 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 |\n| mast cell | 3 | 0.75 | 0.86 | 1.00 | 0.50 | 0.00 | 0.67 | 0.86 | 1.00 | 0.86 |\n| plasmacytoid dendritic cell | 0 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 |",
+    "ref_accuracy": "| Cell Type | N cells |  celltypist |  knn bbknn |  knn harmony |  knn on scvi |  onclass |  scanvi |  svm |  xgboost | Consensus Prediction |\n| --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- |\n| hepatocyte | 6702 | 0.99 | 0.97 | 0.99 | 0.99 | 0.00 | 0.99 | 1.00 | 0.99 | 1.00 |\n| macrophage | 2906 | 0.88 | 0.88 | 0.94 | 0.91 | 0.00 | 0.91 | 0.93 | 0.95 | 0.96 |\n| endothelial cell | 1602 | 0.98 | 0.96 | 0.99 | 0.98 | 0.00 | 0.98 | 0.99 | 0.98 | 0.99 |\n| monocyte | 1540 | 0.43 | 0.62 | 0.76 | 0.71 | 0.00 | 0.62 | 0.70 | 0.73 | 0.82 |\n| CD8-positive, alpha-beta T cell | 1170 | 0.81 | 0.81 | 0.86 | 0.72 | 0.00 | 0.84 | 0.89 | 0.92 | 0.90 |\n| erythrocyte | 871 | 0.99 | 0.90 | 0.99 | 0.97 | 0.00 | 0.99 | 0.99 | 0.98 | 0.99 |\n| mature NK T cell | 738 | 0.63 | 0.48 | 0.76 | 0.62 | 0.00 | 0.72 | 0.85 | 0.89 | 0.84 |\n| plasma cell | 688 | 0.96 | 0.96 | 0.99 | 0.96 | 0.00 | 0.99 | 1.00 | 0.99 | 1.00 |\n| natural killer cell | 657 | 0.69 | 0.65 | 0.79 | 0.55 | 0.00 | 0.79 | 0.89 | 0.90 | 0.88 |\n| neutrophil | 663 | 0.93 | 0.79 | 0.94 | 0.89 | 0.00 | 0.95 | 0.97 | 0.98 | 0.97 |\n| intrahepatic cholangiocyte | 588 | 0.97 | 0.97 | 0.98 | 0.99 | 0.00 | 0.98 | 0.99 | 0.99 | 0.99 |\n| intermediate monocyte | 496 | 0.42 | 0.28 | 0.65 | 0.45 | 0.00 | 0.56 | 0.72 | 0.75 | 0.79 |\n| classical monocyte | 297 | 0.28 | 0.06 | 0.49 | 0.33 | 0.00 | 0.50 | 0.73 | 0.75 | 0.79 |\n| CD4-positive, alpha-beta T cell | 262 | 0.57 | 0.44 | 0.63 | 0.39 | 0.00 | 0.69 | 0.84 | 0.89 | 0.82 |\n| hepatic stellate cell | 200 | 0.77 | 0.33 | 0.85 | 0.72 | 0.00 | 0.89 | 0.96 | 0.96 | 0.96 |\n| B cell | 145 | 0.94 | 0.93 | 0.96 | 0.80 | 0.00 | 0.97 | 1.00 | 0.99 | 0.98 |\n| fibroblast | 146 | 0.70 | 0.63 | 0.82 | 0.75 | 0.00 | 0.93 | 0.98 | 0.99 | 0.98 |\n| non-classical monocyte | 101 | 0.47 | 0.13 | 0.85 | 0.39 | 0.00 | 0.89 | 0.84 | 0.86 | 0.88 |\n| myeloid cell | 77 | 0.62 | 0.00 | 0.45 | 0.62 | 0.00 | 0.75 | 0.92 | 0.90 | 0.93 |\n| myeloid dendritic cell | 48 | 0.00 | 0.00 | 0.41 | 0.26 | 0.00 | 0.64 | 0.87 | 0.83 | 0.83 |\n| hematopoietic precursor cell | 35 | 0.00 | 0.33 | 0.68 | 0.52 | 0.00 | 0.81 | 0.97 | 0.97 | 0.92 |\n| T cell | 27 | 0.00 | 0.00 | 0.07 | 0.06 | 0.00 | 0.63 | 1.00 | 0.98 | 0.92 |\n| mast cell | 25 | 0.88 | 0.57 | 0.96 | 0.67 | 0.00 | 0.54 | 1.00 | 0.96 | 1.00 |\n| plasmacytoid dendritic cell | 8 | 0.00 | 0.00 | 0.88 | 0.71 | 0.00 | 0.78 | 1.00 | 1.00 | 1.00 |"
 }

celltypist.pkl

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:27f06ccda53c2c7c5c0b93d111eba29157ffe13d999464a56498f4f995fee155
+oid sha256:c2ece4b46b89d1e276012e634555986b6eac53e544730931b6da6ec411a2da28
 size 553762

harmony_knn_classifier.joblib

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:b497a1011cfca5d73601b935421fae2601546d88894349eb46e583f1e336a01e
-size 15258306
+oid sha256:b6e02420458727599239b6c155b4242810130bcf61213085e3d33a7673000b75
+size 15266226

preprocessing.json

@@ -3,7 +3,6 @@
         "ENSG00000000003",
         "ENSG00000001036",
         "ENSG00000001460",
-        "ENSG00000001461",
         "ENSG00000001497",
         "ENSG00000001561",
         "ENSG00000001617",
@@ -16,12 +15,11 @@
         "ENSG00000003400",
         "ENSG00000003509",
         "ENSG00000003987",
-        "ENSG00000004142",
         "ENSG00000004468",
-        "ENSG00000004660",
         "ENSG00000004777",
         "ENSG00000004799",
         "ENSG00000004846",
+        "ENSG00000004866",
         "ENSG00000004961",
         "ENSG00000004975",
         "ENSG00000005001",
@@ -31,6 +29,7 @@
         "ENSG00000005194",
         "ENSG00000005249",
         "ENSG00000005421",
+        "ENSG00000005469",
         "ENSG00000005801",
         "ENSG00000005844",
         "ENSG00000005882",
@@ -40,6 +39,7 @@
         "ENSG00000006042",
         "ENSG00000006210",
         "ENSG00000006282",
+        "ENSG00000006327",
         "ENSG00000006468",
         "ENSG00000006530",
         "ENSG00000006555",
@@ -54,7 +54,6 @@
         "ENSG00000007312",
         "ENSG00000007384",
         "ENSG00000007402",
-        "ENSG00000007520",
         "ENSG00000007866",
         "ENSG00000007923",
         "ENSG00000007968",
@@ -68,7 +67,6 @@
         "ENSG00000008517",
         "ENSG00000008838",
         "ENSG00000009765",
-        "ENSG00000009780",
         "ENSG00000009790",
         "ENSG00000009830",
         "ENSG00000009844",
@@ -80,11 +78,13 @@
         "ENSG00000010270",
         "ENSG00000010278",
         "ENSG00000010292",
+        "ENSG00000010295",
         "ENSG00000010310",
         "ENSG00000010322",
         "ENSG00000010539",
         "ENSG00000010671",
         "ENSG00000010704",
+        "ENSG00000010810",
         "ENSG00000011007",
         "ENSG00000011009",
         "ENSG00000011143",
@@ -129,9 +129,10 @@
         "ENSG00000026103",
         "ENSG00000026751",
         "ENSG00000026950",
+        "ENSG00000027001",
         "ENSG00000027697",
         "ENSG00000027847",
-        "ENSG00000028839",
+        "ENSG00000027869",
         "ENSG00000030110",
         "ENSG00000030582",
         "ENSG00000032389",
@@ -150,7 +151,6 @@
         "ENSG00000037897",
         "ENSG00000038002",
         "ENSG00000038274",
-        "ENSG00000039068",
         "ENSG00000040275",
         "ENSG00000040487",
         "ENSG00000040608",
@@ -160,6 +160,7 @@
         "ENSG00000041988",
         "ENSG00000042062",
         "ENSG00000042286",
+        "ENSG00000042493",
         "ENSG00000042980",
         "ENSG00000043514",
         "ENSG00000044574",
@@ -193,6 +194,7 @@
         "ENSG00000053747",
         "ENSG00000053770",
         "ENSG00000054598",
+        "ENSG00000054983",
         "ENSG00000055211",
         "ENSG00000055332",
         "ENSG00000056736",
@@ -207,6 +209,7 @@
         "ENSG00000059145",
         "ENSG00000059573",
         "ENSG00000059691",
+        "ENSG00000060140",
         "ENSG00000060642",
         "ENSG00000060656",
         "ENSG00000060688",
@@ -228,23 +231,23 @@
         "ENSG00000065154",
         "ENSG00000065268",
         "ENSG00000065328",
-        "ENSG00000065357",
         "ENSG00000065600",
         "ENSG00000065615",
         "ENSG00000065717",
         "ENSG00000065802",
         "ENSG00000065911",
         "ENSG00000065970",
+        "ENSG00000066056",
         "ENSG00000066294",
         "ENSG00000066468",
         "ENSG00000066583",
         "ENSG00000066629",
         "ENSG00000066654",
         "ENSG00000066697",
-        "ENSG00000066923",
         "ENSG00000066926",
         "ENSG00000067057",
         "ENSG00000067064",
+        "ENSG00000067082",
         "ENSG00000067113",
         "ENSG00000067177",
         "ENSG00000067182",
@@ -273,14 +276,13 @@
         "ENSG00000070759",
         "ENSG00000070761",
         "ENSG00000070770",
-        "ENSG00000070950",
         "ENSG00000071051",
         "ENSG00000071243",
-        "ENSG00000071539",
         "ENSG00000071575",
         "ENSG00000071967",
         "ENSG00000072042",
         "ENSG00000072071",
+        "ENSG00000072210",
         "ENSG00000072422",
         "ENSG00000072571",
         "ENSG00000072682",
@@ -296,7 +298,6 @@
         "ENSG00000073536",
         "ENSG00000073605",
         "ENSG00000073711",
-        "ENSG00000073910",
         "ENSG00000074219",
         "ENSG00000074582",
         "ENSG00000074590",
@@ -319,7 +320,6 @@
         "ENSG00000076053",
         "ENSG00000076067",
         "ENSG00000076248",
-        "ENSG00000076382",
         "ENSG00000076554",
         "ENSG00000076650",
         "ENSG00000076706",
@@ -348,7 +348,6 @@
         "ENSG00000079257",
         "ENSG00000079263",
         "ENSG00000079337",
-        "ENSG00000079385",
         "ENSG00000079482",
         "ENSG00000079739",
         "ENSG00000079785",
@@ -357,16 +356,15 @@
         "ENSG00000080293",
         "ENSG00000080561",
         "ENSG00000080618",
+        "ENSG00000080823",
         "ENSG00000080986",
         "ENSG00000081041",
         "ENSG00000081051",
         "ENSG00000081052",
         "ENSG00000081059",
-        "ENSG00000081237",
         "ENSG00000081320",
         "ENSG00000081386",
         "ENSG00000081692",
-        "ENSG00000081721",
         "ENSG00000082014",
         "ENSG00000082146",
         "ENSG00000082258",
@@ -387,13 +385,14 @@
         "ENSG00000084693",
         "ENSG00000084710",
         "ENSG00000085063",
+        "ENSG00000085117",
         "ENSG00000085265",
-        "ENSG00000085274",
         "ENSG00000085365",
         "ENSG00000085415",
         "ENSG00000085433",
         "ENSG00000085449",
         "ENSG00000085465",
+        "ENSG00000085644",
         "ENSG00000085733",
         "ENSG00000085760",
         "ENSG00000085978",
@@ -409,8 +408,8 @@
         "ENSG00000086848",
         "ENSG00000086991",
         "ENSG00000087086",
+        "ENSG00000087111",
         "ENSG00000087245",
-        "ENSG00000087263",
         "ENSG00000087303",
         "ENSG00000087448",
         "ENSG00000087470",
@@ -424,16 +423,19 @@
         "ENSG00000088881",
         "ENSG00000088899",
         "ENSG00000088970",
+        "ENSG00000089012",
         "ENSG00000089022",
         "ENSG00000089041",
         "ENSG00000089053",
         "ENSG00000089169",
         "ENSG00000089195",
+        "ENSG00000089335",
         "ENSG00000089685",
         "ENSG00000089692",
         "ENSG00000089818",
         "ENSG00000090097",
         "ENSG00000090104",
+        "ENSG00000090316",
         "ENSG00000090382",
         "ENSG00000090432",
         "ENSG00000090447",
@@ -449,18 +451,17 @@
         "ENSG00000091536",
         "ENSG00000091583",
         "ENSG00000091592",
+        "ENSG00000091656",
         "ENSG00000091732",
         "ENSG00000091879",
         "ENSG00000091986",
-        "ENSG00000092068",
         "ENSG00000092094",
         "ENSG00000092096",
         "ENSG00000092098",
         "ENSG00000092201",
         "ENSG00000092208",
-        "ENSG00000092421",
+        "ENSG00000092445",
         "ENSG00000092470",
-        "ENSG00000092841",
         "ENSG00000092847",
         "ENSG00000092853",
         "ENSG00000092871",
@@ -478,16 +479,17 @@
         "ENSG00000095739",
         "ENSG00000095794",
         "ENSG00000095932",
+        "ENSG00000095970",
         "ENSG00000096070",
         "ENSG00000096093",
         "ENSG00000096654",
         "ENSG00000096696",
         "ENSG00000096968",
-        "ENSG00000096996",
-        "ENSG00000097046",
+        "ENSG00000097096",
         "ENSG00000099256",
         "ENSG00000099282",
         "ENSG00000099284",
+        "ENSG00000099326",
         "ENSG00000099810",
         "ENSG00000099849",
         "ENSG00000099860",
@@ -508,25 +510,23 @@
         "ENSG00000100124",
         "ENSG00000100139",
         "ENSG00000100150",
-        "ENSG00000100151",
         "ENSG00000100162",
         "ENSG00000100170",
         "ENSG00000100196",
         "ENSG00000100197",
         "ENSG00000100211",
-        "ENSG00000100216",
         "ENSG00000100219",
         "ENSG00000100225",
         "ENSG00000100234",
         "ENSG00000100241",
         "ENSG00000100246",
         "ENSG00000100263",
+        "ENSG00000100271",
         "ENSG00000100290",
         "ENSG00000100294",
         "ENSG00000100296",
         "ENSG00000100297",
         "ENSG00000100298",
-        "ENSG00000100316",
         "ENSG00000100321",
         "ENSG00000100324",
         "ENSG00000100325",
@@ -586,6 +586,7 @@
         "ENSG00000101199",
         "ENSG00000101224",
         "ENSG00000101247",
+        "ENSG00000101255",
         "ENSG00000101310",
         "ENSG00000101331",
         "ENSG00000101333",
@@ -645,27 +646,28 @@
         "ENSG00000103056",
         "ENSG00000103061",
         "ENSG00000103111",
+        "ENSG00000103174",
         "ENSG00000103196",
         "ENSG00000103199",
         "ENSG00000103264",
         "ENSG00000103343",
         "ENSG00000103353",
-        "ENSG00000103365",
         "ENSG00000103423",
         "ENSG00000103449",
         "ENSG00000103512",
         "ENSG00000103522",
         "ENSG00000103591",
-        "ENSG00000103642",
         "ENSG00000103671",
         "ENSG00000103707",
         "ENSG00000103811",
         "ENSG00000103876",
+        "ENSG00000104064",
         "ENSG00000104129",
         "ENSG00000104142",
         "ENSG00000104147",
         "ENSG00000104177",
         "ENSG00000104219",
+        "ENSG00000104221",
         "ENSG00000104267",
         "ENSG00000104290",
         "ENSG00000104299",
@@ -676,9 +678,9 @@
         "ENSG00000104427",
         "ENSG00000104442",
         "ENSG00000104472",
+        "ENSG00000104522",
         "ENSG00000104524",
         "ENSG00000104537",
-        "ENSG00000104679",
         "ENSG00000104689",
         "ENSG00000104723",
         "ENSG00000104728",
@@ -704,6 +706,7 @@
         "ENSG00000105085",
         "ENSG00000105135",
         "ENSG00000105173",
+        "ENSG00000105186",
         "ENSG00000105229",
         "ENSG00000105248",
         "ENSG00000105281",
@@ -721,7 +724,6 @@
         "ENSG00000105556",
         "ENSG00000105607",
         "ENSG00000105617",
-        "ENSG00000105649",
         "ENSG00000105655",
         "ENSG00000105676",
         "ENSG00000105697",
@@ -729,18 +731,21 @@
         "ENSG00000105767",
         "ENSG00000105792",
         "ENSG00000105825",
+        "ENSG00000105829",
         "ENSG00000105835",
         "ENSG00000105849",
         "ENSG00000105851",
         "ENSG00000105854",
-        "ENSG00000105855",
         "ENSG00000105875",
         "ENSG00000105877",
         "ENSG00000105879",
+        "ENSG00000105926",
         "ENSG00000105928",
+        "ENSG00000105971",
         "ENSG00000105974",
         "ENSG00000105989",
         "ENSG00000106004",
+        "ENSG00000106009",
         "ENSG00000106012",
         "ENSG00000106018",
         "ENSG00000106025",
@@ -757,7 +762,6 @@
         "ENSG00000106333",
         "ENSG00000106344",
         "ENSG00000106348",
-        "ENSG00000106397",
         "ENSG00000106462",
         "ENSG00000106477",
         "ENSG00000106484",
@@ -789,6 +793,7 @@
         "ENSG00000107611",
         "ENSG00000107614",
         "ENSG00000107651",
+        "ENSG00000107742",
         "ENSG00000107789",
         "ENSG00000107796",
         "ENSG00000107798",
@@ -805,6 +810,7 @@
         "ENSG00000108187",
         "ENSG00000108242",
         "ENSG00000108344",
+        "ENSG00000108352",
         "ENSG00000108370",
         "ENSG00000108379",
         "ENSG00000108381",
@@ -849,6 +855,7 @@
         "ENSG00000109805",
         "ENSG00000109846",
         "ENSG00000109917",
+        "ENSG00000109929",
         "ENSG00000110002",
         "ENSG00000110013",
         "ENSG00000110077",
@@ -863,14 +870,15 @@
         "ENSG00000110492",
         "ENSG00000110660",
         "ENSG00000110665",
-        "ENSG00000110768",
         "ENSG00000110777",
         "ENSG00000110799",
         "ENSG00000110841",
         "ENSG00000110848",
         "ENSG00000110871",
         "ENSG00000110876",
+        "ENSG00000110888",
         "ENSG00000110906",
+        "ENSG00000110934",
         "ENSG00000110955",
         "ENSG00000111057",
         "ENSG00000111203",
@@ -878,7 +886,6 @@
         "ENSG00000111261",
         "ENSG00000111275",
         "ENSG00000111331",
-        "ENSG00000111339",
         "ENSG00000111341",
         "ENSG00000111348",
         "ENSG00000111358",
@@ -912,12 +919,12 @@
         "ENSG00000111816",
         "ENSG00000111837",
         "ENSG00000111850",
+        "ENSG00000111859",
         "ENSG00000111886",
         "ENSG00000111907",
         "ENSG00000112029",
         "ENSG00000112038",
         "ENSG00000112118",
-        "ENSG00000112144",
         "ENSG00000112167",
         "ENSG00000112186",
         "ENSG00000112208",
@@ -945,7 +952,6 @@
         "ENSG00000112981",
         "ENSG00000112996",
         "ENSG00000113048",
-        "ENSG00000113088",
         "ENSG00000113140",
         "ENSG00000113141",
         "ENSG00000113240",
@@ -954,13 +960,13 @@
         "ENSG00000113356",
         "ENSG00000113369",
         "ENSG00000113389",
-        "ENSG00000113407",
         "ENSG00000113456",
         "ENSG00000113460",
         "ENSG00000113552",
         "ENSG00000113569",
         "ENSG00000113583",
         "ENSG00000113594",
+        "ENSG00000113595",
         "ENSG00000113597",
         "ENSG00000113638",
         "ENSG00000113721",
@@ -972,18 +978,17 @@
         "ENSG00000113924",
         "ENSG00000113966",
         "ENSG00000113971",
-        "ENSG00000114021",
         "ENSG00000114054",
         "ENSG00000114098",
         "ENSG00000114107",
         "ENSG00000114251",
-        "ENSG00000114374",
         "ENSG00000114378",
         "ENSG00000114388",
         "ENSG00000114491",
         "ENSG00000114503",
         "ENSG00000114529",
         "ENSG00000114544",
+        "ENSG00000114648",
         "ENSG00000114656",
         "ENSG00000114686",
         "ENSG00000114737",
@@ -991,16 +996,15 @@
         "ENSG00000114744",
         "ENSG00000114767",
         "ENSG00000114771",
+        "ENSG00000114779",
         "ENSG00000114796",
         "ENSG00000114805",
         "ENSG00000114841",
-        "ENSG00000114850",
         "ENSG00000114933",
         "ENSG00000114988",
         "ENSG00000115085",
         "ENSG00000115129",
-        "ENSG00000115137",
-        "ENSG00000115138",
+        "ENSG00000115145",
         "ENSG00000115163",
         "ENSG00000115211",
         "ENSG00000115226",
@@ -1017,11 +1021,13 @@
         "ENSG00000115423",
         "ENSG00000115459",
         "ENSG00000115461",
+        "ENSG00000115468",
         "ENSG00000115484",
         "ENSG00000115514",
         "ENSG00000115520",
         "ENSG00000115525",
         "ENSG00000115540",
+        "ENSG00000115548",
         "ENSG00000115602",
         "ENSG00000115604",
         "ENSG00000115641",
@@ -1029,6 +1035,7 @@
         "ENSG00000115652",
         "ENSG00000115687",
         "ENSG00000115738",
+        "ENSG00000115827",
         "ENSG00000115902",
         "ENSG00000115946",
         "ENSG00000115947",
@@ -1053,7 +1060,6 @@
         "ENSG00000116574",
         "ENSG00000116649",
         "ENSG00000116661",
-        "ENSG00000116670",
         "ENSG00000116701",
         "ENSG00000116741",
         "ENSG00000116791",
@@ -1061,8 +1067,10 @@
         "ENSG00000116830",
         "ENSG00000116852",
         "ENSG00000116874",
+        "ENSG00000116885",
         "ENSG00000116954",
         "ENSG00000116984",
+        "ENSG00000117036",
         "ENSG00000117054",
         "ENSG00000117090",
         "ENSG00000117133",
@@ -1079,7 +1087,6 @@
         "ENSG00000117394",
         "ENSG00000117399",
         "ENSG00000117408",
-        "ENSG00000117461",
         "ENSG00000117475",
         "ENSG00000117480",
         "ENSG00000117519",
@@ -1109,7 +1116,6 @@
         "ENSG00000118705",
         "ENSG00000118785",
         "ENSG00000118894",
-        "ENSG00000118946",
         "ENSG00000118965",
         "ENSG00000118971",
         "ENSG00000118997",
@@ -1144,7 +1150,6 @@
         "ENSG00000119917",
         "ENSG00000119922",
         "ENSG00000119929",
-        "ENSG00000119938",
         "ENSG00000119965",
         "ENSG00000119969",
         "ENSG00000119986",
@@ -1167,19 +1172,21 @@
         "ENSG00000120756",
         "ENSG00000120800",
         "ENSG00000120820",
+        "ENSG00000120832",
         "ENSG00000120833",
         "ENSG00000120837",
+        "ENSG00000120868",
         "ENSG00000120875",
         "ENSG00000120885",
         "ENSG00000120913",
         "ENSG00000120925",
+        "ENSG00000120942",
         "ENSG00000120949",
         "ENSG00000121039",
         "ENSG00000121067",
         "ENSG00000121068",
         "ENSG00000121104",
         "ENSG00000121152",
-        "ENSG00000121270",
         "ENSG00000121297",
         "ENSG00000121351",
         "ENSG00000121406",
@@ -1187,15 +1194,12 @@
         "ENSG00000121481",
         "ENSG00000121578",
         "ENSG00000121579",
-        "ENSG00000121621",
         "ENSG00000121680",
         "ENSG00000121691",
         "ENSG00000121775",
         "ENSG00000121864",
-        "ENSG00000121879",
         "ENSG00000121900",
         "ENSG00000121933",
-        "ENSG00000121957",
         "ENSG00000121966",
         "ENSG00000122068",
         "ENSG00000122085",
@@ -1252,6 +1256,7 @@
         "ENSG00000124120",
         "ENSG00000124171",
         "ENSG00000124181",
+        "ENSG00000124209",
         "ENSG00000124279",
         "ENSG00000124440",
         "ENSG00000124444",
@@ -1260,13 +1265,10 @@
         "ENSG00000124508",
         "ENSG00000124523",
         "ENSG00000124564",
-        "ENSG00000124571",
         "ENSG00000124574",
         "ENSG00000124575",
-        "ENSG00000124596",
         "ENSG00000124615",
         "ENSG00000124635",
-        "ENSG00000124641",
         "ENSG00000124659",
         "ENSG00000124688",
         "ENSG00000124713",
@@ -1281,9 +1283,9 @@
         "ENSG00000125144",
         "ENSG00000125148",
         "ENSG00000125170",
+        "ENSG00000125247",
         "ENSG00000125266",
         "ENSG00000125378",
-        "ENSG00000125384",
         "ENSG00000125388",
         "ENSG00000125398",
         "ENSG00000125434",
@@ -1295,13 +1297,14 @@
         "ENSG00000125650",
         "ENSG00000125656",
         "ENSG00000125703",
-        "ENSG00000125734",
         "ENSG00000125775",
         "ENSG00000125812",
         "ENSG00000125827",
         "ENSG00000125834",
+        "ENSG00000125841",
         "ENSG00000125843",
         "ENSG00000125846",
+        "ENSG00000125848",
         "ENSG00000125851",
         "ENSG00000125868",
         "ENSG00000125912",
@@ -1324,6 +1327,7 @@
         "ENSG00000126603",
         "ENSG00000126790",
         "ENSG00000126803",
+        "ENSG00000126814",
         "ENSG00000126822",
         "ENSG00000126861",
         "ENSG00000126878",
@@ -1334,6 +1338,7 @@
         "ENSG00000127083",
         "ENSG00000127311",
         "ENSG00000127324",
+        "ENSG00000127328",
         "ENSG00000127329",
         "ENSG00000127334",
         "ENSG00000127337",
@@ -1343,10 +1348,10 @@
         "ENSG00000127452",
         "ENSG00000127580",
         "ENSG00000127804",
-        "ENSG00000127837",
         "ENSG00000127870",
         "ENSG00000127884",
         "ENSG00000127980",
+        "ENSG00000127989",
         "ENSG00000127993",
         "ENSG00000127995",
         "ENSG00000128000",
@@ -1361,26 +1366,25 @@
         "ENSG00000128298",
         "ENSG00000128340",
         "ENSG00000128342",
-        "ENSG00000128487",
         "ENSG00000128567",
         "ENSG00000128578",
         "ENSG00000128581",
         "ENSG00000128590",
-        "ENSG00000128595",
         "ENSG00000128606",
         "ENSG00000128607",
+        "ENSG00000128654",
         "ENSG00000128656",
         "ENSG00000128694",
         "ENSG00000128708",
         "ENSG00000128815",
         "ENSG00000128872",
         "ENSG00000128915",
-        "ENSG00000128917",
         "ENSG00000128923",
         "ENSG00000128928",
         "ENSG00000128944",
         "ENSG00000129007",
         "ENSG00000129083",
+        "ENSG00000129103",
         "ENSG00000129219",
         "ENSG00000129244",
         "ENSG00000129245",
@@ -1404,19 +1408,21 @@
         "ENSG00000130066",
         "ENSG00000130147",
         "ENSG00000130159",
-        "ENSG00000130177",
         "ENSG00000130193",
         "ENSG00000130203",
         "ENSG00000130204",
-        "ENSG00000130244",
+        "ENSG00000130299",
         "ENSG00000130300",
         "ENSG00000130307",
         "ENSG00000130348",
         "ENSG00000130427",
         "ENSG00000130475",
+        "ENSG00000130479",
         "ENSG00000130511",
         "ENSG00000130545",
+        "ENSG00000130558",
         "ENSG00000130560",
+        "ENSG00000130590",
         "ENSG00000130598",
         "ENSG00000130707",
         "ENSG00000130713",
@@ -1426,11 +1432,11 @@
         "ENSG00000130768",
         "ENSG00000130821",
         "ENSG00000130826",
+        "ENSG00000130827",
         "ENSG00000130844",
         "ENSG00000130935",
         "ENSG00000130962",
         "ENSG00000131015",
-        "ENSG00000131016",
         "ENSG00000131037",
         "ENSG00000131043",
         "ENSG00000131061",
@@ -1438,7 +1444,6 @@
         "ENSG00000131171",
         "ENSG00000131188",
         "ENSG00000131238",
-        "ENSG00000131263",
         "ENSG00000131269",
         "ENSG00000131351",
         "ENSG00000131373",
@@ -1450,11 +1455,11 @@
         "ENSG00000131470",
         "ENSG00000131471",
         "ENSG00000131634",
+        "ENSG00000131652",
         "ENSG00000131697",
         "ENSG00000131711",
         "ENSG00000131730",
         "ENSG00000131732",
-        "ENSG00000131747",
         "ENSG00000131779",
         "ENSG00000131788",
         "ENSG00000131831",
@@ -1473,7 +1478,6 @@
         "ENSG00000132294",
         "ENSG00000132300",
         "ENSG00000132305",
-        "ENSG00000132313",
         "ENSG00000132323",
         "ENSG00000132329",
         "ENSG00000132330",
@@ -1488,7 +1492,6 @@
         "ENSG00000132561",
         "ENSG00000132603",
         "ENSG00000132613",
-        "ENSG00000132639",
         "ENSG00000132640",
         "ENSG00000132646",
         "ENSG00000132676",
@@ -1515,7 +1518,6 @@
         "ENSG00000133393",
         "ENSG00000133460",
         "ENSG00000133477",
-        "ENSG00000133561",
         "ENSG00000133574",
         "ENSG00000133597",
         "ENSG00000133619",
@@ -1533,7 +1535,6 @@
         "ENSG00000134057",
         "ENSG00000134061",
         "ENSG00000134077",
-        "ENSG00000134183",
         "ENSG00000134243",
         "ENSG00000134245",
         "ENSG00000134247",
@@ -1562,12 +1563,14 @@
         "ENSG00000134864",
         "ENSG00000134873",
         "ENSG00000134874",
+        "ENSG00000134897",
         "ENSG00000134901",
         "ENSG00000134910",
         "ENSG00000135002",
         "ENSG00000135040",
         "ENSG00000135046",
         "ENSG00000135047",
+        "ENSG00000135052",
         "ENSG00000135069",
         "ENSG00000135070",
         "ENSG00000135077",
@@ -1587,6 +1590,7 @@
         "ENSG00000135336",
         "ENSG00000135341",
         "ENSG00000135372",
+        "ENSG00000135373",
         "ENSG00000135392",
         "ENSG00000135414",
         "ENSG00000135424",
@@ -1597,6 +1601,7 @@
         "ENSG00000135469",
         "ENSG00000135480",
         "ENSG00000135521",
+        "ENSG00000135624",
         "ENSG00000135632",
         "ENSG00000135643",
         "ENSG00000135678",
@@ -1613,12 +1618,13 @@
         "ENSG00000135919",
         "ENSG00000135929",
         "ENSG00000135931",
+        "ENSG00000135953",
         "ENSG00000135956",
         "ENSG00000135974",
         "ENSG00000136010",
         "ENSG00000136044",
+        "ENSG00000136059",
         "ENSG00000136098",
-        "ENSG00000136100",
         "ENSG00000136108",
         "ENSG00000136122",
         "ENSG00000136158",
@@ -1631,20 +1637,17 @@
         "ENSG00000136271",
         "ENSG00000136273",
         "ENSG00000136319",
-        "ENSG00000136367",
         "ENSG00000136404",
         "ENSG00000136444",
         "ENSG00000136463",
         "ENSG00000136478",
         "ENSG00000136514",
         "ENSG00000136518",
-        "ENSG00000136522",
         "ENSG00000136573",
         "ENSG00000136574",
         "ENSG00000136630",
         "ENSG00000136636",
         "ENSG00000136710",
-        "ENSG00000136738",
         "ENSG00000136783",
         "ENSG00000136807",
         "ENSG00000136826",
@@ -1654,6 +1657,7 @@
         "ENSG00000136872",
         "ENSG00000136875",
         "ENSG00000136891",
+        "ENSG00000136897",
         "ENSG00000136932",
         "ENSG00000136940",
         "ENSG00000136997",
@@ -1664,9 +1668,9 @@
         "ENSG00000137106",
         "ENSG00000137124",
         "ENSG00000137168",
+        "ENSG00000137198",
         "ENSG00000137265",
         "ENSG00000137269",
-        "ENSG00000137309",
         "ENSG00000137310",
         "ENSG00000137337",
         "ENSG00000137338",
@@ -1694,17 +1698,16 @@
         "ENSG00000137842",
         "ENSG00000137872",
         "ENSG00000137877",
+        "ENSG00000137959",
         "ENSG00000137992",
         "ENSG00000137996",
         "ENSG00000138002",
         "ENSG00000138030",
         "ENSG00000138035",
         "ENSG00000138036",
-        "ENSG00000138061",
         "ENSG00000138073",
         "ENSG00000138079",
         "ENSG00000138095",
-        "ENSG00000138111",
         "ENSG00000138115",
         "ENSG00000138138",
         "ENSG00000138166",
@@ -1725,11 +1728,10 @@
         "ENSG00000138613",
         "ENSG00000138614",
         "ENSG00000138617",
-        "ENSG00000138642",
         "ENSG00000138646",
         "ENSG00000138658",
         "ENSG00000138738",
-        "ENSG00000138744",
+        "ENSG00000138767",
         "ENSG00000138772",
         "ENSG00000138778",
         "ENSG00000138780",
@@ -1745,16 +1747,15 @@
         "ENSG00000139211",
         "ENSG00000139263",
         "ENSG00000139291",
-        "ENSG00000139318",
         "ENSG00000139323",
         "ENSG00000139351",
         "ENSG00000139354",
         "ENSG00000139370",
-        "ENSG00000139410",
         "ENSG00000139508",
         "ENSG00000139546",
         "ENSG00000139572",
         "ENSG00000139618",
+        "ENSG00000139620",
         "ENSG00000139624",
         "ENSG00000139626",
         "ENSG00000139651",
@@ -1772,7 +1773,6 @@
         "ENSG00000140104",
         "ENSG00000140157",
         "ENSG00000140259",
-        "ENSG00000140265",
         "ENSG00000140280",
         "ENSG00000140367",
         "ENSG00000140368",
@@ -1784,8 +1784,8 @@
         "ENSG00000140474",
         "ENSG00000140511",
         "ENSG00000140525",
-        "ENSG00000140682",
         "ENSG00000140691",
+        "ENSG00000140694",
         "ENSG00000140795",
         "ENSG00000140829",
         "ENSG00000140830",
@@ -1800,13 +1800,14 @@
         "ENSG00000141026",
         "ENSG00000141030",
         "ENSG00000141076",
-        "ENSG00000141098",
+        "ENSG00000141101",
         "ENSG00000141179",
         "ENSG00000141232",
         "ENSG00000141258",
         "ENSG00000141295",
         "ENSG00000141338",
         "ENSG00000141424",
+        "ENSG00000141452",
         "ENSG00000141469",
         "ENSG00000141497",
         "ENSG00000141499",
@@ -1824,14 +1825,15 @@
         "ENSG00000141968",
         "ENSG00000142149",
         "ENSG00000142156",
+        "ENSG00000142166",
         "ENSG00000142173",
         "ENSG00000142235",
-        "ENSG00000142330",
         "ENSG00000142484",
         "ENSG00000142556",
         "ENSG00000142621",
         "ENSG00000142627",
         "ENSG00000142632",
+        "ENSG00000142675",
         "ENSG00000142686",
         "ENSG00000142731",
         "ENSG00000142748",
@@ -1852,6 +1854,7 @@
         "ENSG00000143297",
         "ENSG00000143315",
         "ENSG00000143333",
+        "ENSG00000143365",
         "ENSG00000143367",
         "ENSG00000143369",
         "ENSG00000143374",
@@ -1870,6 +1873,7 @@
         "ENSG00000143554",
         "ENSG00000143603",
         "ENSG00000143633",
+        "ENSG00000143643",
         "ENSG00000143653",
         "ENSG00000143674",
         "ENSG00000143753",
@@ -1883,6 +1887,7 @@
         "ENSG00000144029",
         "ENSG00000144061",
         "ENSG00000144063",
+        "ENSG00000144118",
         "ENSG00000144120",
         "ENSG00000144161",
         "ENSG00000144199",
@@ -1917,7 +1922,6 @@
         "ENSG00000145220",
         "ENSG00000145284",
         "ENSG00000145293",
-        "ENSG00000145362",
         "ENSG00000145365",
         "ENSG00000145386",
         "ENSG00000145391",
@@ -1932,12 +1936,15 @@
         "ENSG00000145730",
         "ENSG00000145817",
         "ENSG00000145824",
+        "ENSG00000145908",
         "ENSG00000145945",
         "ENSG00000146021",
         "ENSG00000146038",
+        "ENSG00000146067",
         "ENSG00000146109",
         "ENSG00000146122",
         "ENSG00000146215",
+        "ENSG00000146232",
         "ENSG00000146233",
         "ENSG00000146263",
         "ENSG00000146374",
@@ -1959,25 +1966,21 @@
         "ENSG00000147027",
         "ENSG00000147100",
         "ENSG00000147121",
-        "ENSG00000147164",
         "ENSG00000147316",
         "ENSG00000147383",
         "ENSG00000147400",
         "ENSG00000147439",
         "ENSG00000147475",
         "ENSG00000147481",
-        "ENSG00000147535",
         "ENSG00000147548",
         "ENSG00000147606",
         "ENSG00000147687",
         "ENSG00000147724",
         "ENSG00000147872",
-        "ENSG00000147889",
         "ENSG00000147955",
         "ENSG00000148019",
         "ENSG00000148053",
         "ENSG00000148057",
-        "ENSG00000148110",
         "ENSG00000148153",
         "ENSG00000148158",
         "ENSG00000148180",
@@ -1987,6 +1990,7 @@
         "ENSG00000148300",
         "ENSG00000148308",
         "ENSG00000148337",
+        "ENSG00000148344",
         "ENSG00000148357",
         "ENSG00000148384",
         "ENSG00000148399",
@@ -1999,7 +2003,6 @@
         "ENSG00000148832",
         "ENSG00000148835",
         "ENSG00000148841",
-        "ENSG00000148848",
         "ENSG00000148985",
         "ENSG00000149054",
         "ENSG00000149131",
@@ -2008,8 +2011,8 @@
         "ENSG00000149260",
         "ENSG00000149294",
         "ENSG00000149418",
+        "ENSG00000149489",
         "ENSG00000149527",
-        "ENSG00000149541",
         "ENSG00000149547",
         "ENSG00000149554",
         "ENSG00000149557",
@@ -2031,7 +2034,9 @@
         "ENSG00000150347",
         "ENSG00000150401",
         "ENSG00000150433",
+        "ENSG00000150456",
         "ENSG00000150510",
+        "ENSG00000150556",
         "ENSG00000150637",
         "ENSG00000150667",
         "ENSG00000150687",
@@ -2061,6 +2066,7 @@
         "ENSG00000151790",
         "ENSG00000151806",
         "ENSG00000151881",
+        "ENSG00000151882",
         "ENSG00000151883",
         "ENSG00000151893",
         "ENSG00000151967",
@@ -2101,6 +2107,7 @@
         "ENSG00000153563",
         "ENSG00000153767",
         "ENSG00000153832",
+        "ENSG00000153879",
         "ENSG00000153885",
         "ENSG00000153896",
         "ENSG00000153975",
@@ -2111,10 +2118,10 @@
         "ENSG00000154133",
         "ENSG00000154175",
         "ENSG00000154328",
+        "ENSG00000154380",
         "ENSG00000154451",
         "ENSG00000154493",
         "ENSG00000154553",
-        "ENSG00000154639",
         "ENSG00000154642",
         "ENSG00000154645",
         "ENSG00000154678",
@@ -2130,6 +2137,7 @@
         "ENSG00000154957",
         "ENSG00000155052",
         "ENSG00000155085",
+        "ENSG00000155090",
         "ENSG00000155097",
         "ENSG00000155099",
         "ENSG00000155100",
@@ -2170,6 +2178,7 @@
         "ENSG00000156469",
         "ENSG00000156508",
         "ENSG00000156510",
+        "ENSG00000156515",
         "ENSG00000156671",
         "ENSG00000156709",
         "ENSG00000156735",
@@ -2178,7 +2187,6 @@
         "ENSG00000156804",
         "ENSG00000156966",
         "ENSG00000156983",
-        "ENSG00000157014",
         "ENSG00000157020",
         "ENSG00000157111",
         "ENSG00000157193",
@@ -2196,17 +2204,19 @@
         "ENSG00000157538",
         "ENSG00000157554",
         "ENSG00000157578",
+        "ENSG00000157653",
         "ENSG00000157693",
+        "ENSG00000157796",
         "ENSG00000157800",
         "ENSG00000157870",
         "ENSG00000157881",
         "ENSG00000157895",
-        "ENSG00000157992",
         "ENSG00000158023",
         "ENSG00000158050",
         "ENSG00000158106",
         "ENSG00000158109",
         "ENSG00000158156",
+        "ENSG00000158158",
         "ENSG00000158186",
         "ENSG00000158258",
         "ENSG00000158290",
@@ -2214,12 +2224,10 @@
         "ENSG00000158411",
         "ENSG00000158435",
         "ENSG00000158473",
-        "ENSG00000158480",
         "ENSG00000158528",
         "ENSG00000158623",
         "ENSG00000158636",
         "ENSG00000158773",
-        "ENSG00000158805",
         "ENSG00000158859",
         "ENSG00000158863",
         "ENSG00000158874",
@@ -2230,6 +2238,7 @@
         "ENSG00000159063",
         "ENSG00000159069",
         "ENSG00000159111",
+        "ENSG00000159131",
         "ENSG00000159147",
         "ENSG00000159166",
         "ENSG00000159167",
@@ -2253,7 +2262,6 @@
         "ENSG00000159685",
         "ENSG00000159713",
         "ENSG00000159720",
-        "ENSG00000159761",
         "ENSG00000159873",
         "ENSG00000159899",
         "ENSG00000160013",
@@ -2280,7 +2288,6 @@
         "ENSG00000160654",
         "ENSG00000160695",
         "ENSG00000160753",
-        "ENSG00000160785",
         "ENSG00000160789",
         "ENSG00000160791",
         "ENSG00000160856",
@@ -2288,11 +2295,11 @@
         "ENSG00000160867",
         "ENSG00000160908",
         "ENSG00000160917",
+        "ENSG00000160949",
         "ENSG00000160959",
         "ENSG00000161031",
         "ENSG00000161036",
         "ENSG00000161048",
-        "ENSG00000161179",
         "ENSG00000161204",
         "ENSG00000161249",
         "ENSG00000161277",
@@ -2302,7 +2309,6 @@
         "ENSG00000161513",
         "ENSG00000161544",
         "ENSG00000161714",
-        "ENSG00000161800",
         "ENSG00000161888",
         "ENSG00000161956",
         "ENSG00000161960",
@@ -2314,13 +2320,13 @@
         "ENSG00000162367",
         "ENSG00000162374",
         "ENSG00000162409",
-        "ENSG00000162433",
-        "ENSG00000162437",
         "ENSG00000162441",
         "ENSG00000162458",
+        "ENSG00000162482",
         "ENSG00000162511",
         "ENSG00000162517",
         "ENSG00000162594",
+        "ENSG00000162600",
         "ENSG00000162613",
         "ENSG00000162614",
         "ENSG00000162618",
@@ -2332,9 +2338,9 @@
         "ENSG00000162694",
         "ENSG00000162714",
         "ENSG00000162735",
+        "ENSG00000162746",
         "ENSG00000162755",
         "ENSG00000162769",
-        "ENSG00000162775",
         "ENSG00000162813",
         "ENSG00000162814",
         "ENSG00000162817",
@@ -2343,6 +2349,7 @@
         "ENSG00000162882",
         "ENSG00000162894",
         "ENSG00000162896",
+        "ENSG00000162924",
         "ENSG00000162928",
         "ENSG00000162944",
         "ENSG00000162981",
@@ -2354,12 +2361,13 @@
         "ENSG00000163026",
         "ENSG00000163053",
         "ENSG00000163069",
-        "ENSG00000163072",
         "ENSG00000163082",
+        "ENSG00000163083",
         "ENSG00000163093",
         "ENSG00000163121",
         "ENSG00000163132",
         "ENSG00000163154",
+        "ENSG00000163161",
         "ENSG00000163235",
         "ENSG00000163257",
         "ENSG00000163281",
@@ -2405,14 +2413,12 @@
         "ENSG00000163811",
         "ENSG00000163818",
         "ENSG00000163827",
-        "ENSG00000163867",
         "ENSG00000163879",
         "ENSG00000163900",
         "ENSG00000163902",
         "ENSG00000163909",
         "ENSG00000163913",
         "ENSG00000163918",
-        "ENSG00000163932",
         "ENSG00000163960",
         "ENSG00000164002",
         "ENSG00000164008",
@@ -2439,7 +2445,6 @@
         "ENSG00000164162",
         "ENSG00000164163",
         "ENSG00000164171",
-        "ENSG00000164172",
         "ENSG00000164175",
         "ENSG00000164176",
         "ENSG00000164181",
@@ -2519,7 +2524,6 @@
         "ENSG00000165458",
         "ENSG00000165480",
         "ENSG00000165487",
-        "ENSG00000165490",
         "ENSG00000165506",
         "ENSG00000165507",
         "ENSG00000165526",
@@ -2530,12 +2534,10 @@
         "ENSG00000165678",
         "ENSG00000165682",
         "ENSG00000165688",
-        "ENSG00000165716",
         "ENSG00000165724",
         "ENSG00000165733",
         "ENSG00000165752",
         "ENSG00000165795",
-        "ENSG00000165806",
         "ENSG00000165807",
         "ENSG00000165810",
         "ENSG00000165819",
@@ -2558,6 +2560,7 @@
         "ENSG00000166171",
         "ENSG00000166173",
         "ENSG00000166181",
+        "ENSG00000166189",
         "ENSG00000166192",
         "ENSG00000166199",
         "ENSG00000166206",
@@ -2584,6 +2587,7 @@
         "ENSG00000166527",
         "ENSG00000166546",
         "ENSG00000166562",
+        "ENSG00000166578",
         "ENSG00000166598",
         "ENSG00000166704",
         "ENSG00000166710",
@@ -2592,7 +2596,6 @@
         "ENSG00000166821",
         "ENSG00000166823",
         "ENSG00000166840",
-        "ENSG00000166845",
         "ENSG00000166847",
         "ENSG00000166848",
         "ENSG00000166856",
@@ -2619,15 +2622,15 @@
         "ENSG00000167191",
         "ENSG00000167264",
         "ENSG00000167281",
+        "ENSG00000167286",
         "ENSG00000167315",
-        "ENSG00000167325",
+        "ENSG00000167333",
         "ENSG00000167508",
         "ENSG00000167513",
         "ENSG00000167523",
         "ENSG00000167525",
         "ENSG00000167535",
         "ENSG00000167536",
-        "ENSG00000167543",
         "ENSG00000167552",
         "ENSG00000167555",
         "ENSG00000167562",
@@ -2635,11 +2638,13 @@
         "ENSG00000167578",
         "ENSG00000167600",
         "ENSG00000167601",
+        "ENSG00000167608",
         "ENSG00000167635",
         "ENSG00000167641",
         "ENSG00000167695",
         "ENSG00000167700",
         "ENSG00000167705",
+        "ENSG00000167721",
         "ENSG00000167723",
         "ENSG00000167733",
         "ENSG00000167747",
@@ -2649,13 +2654,12 @@
         "ENSG00000167785",
         "ENSG00000167840",
         "ENSG00000167842",
-        "ENSG00000167850",
         "ENSG00000167851",
         "ENSG00000167861",
         "ENSG00000167874",
         "ENSG00000167900",
         "ENSG00000167920",
-        "ENSG00000167977",
+        "ENSG00000167965",
         "ENSG00000167981",
         "ENSG00000167984",
         "ENSG00000168026",
@@ -2666,13 +2670,13 @@
         "ENSG00000168078",
         "ENSG00000168081",
         "ENSG00000168096",
-        "ENSG00000168116",
         "ENSG00000168209",
-        "ENSG00000168228",
+        "ENSG00000168234",
         "ENSG00000168256",
         "ENSG00000168268",
         "ENSG00000168280",
         "ENSG00000168283",
+        "ENSG00000168286",
         "ENSG00000168291",
         "ENSG00000168297",
         "ENSG00000168309",
@@ -2682,7 +2686,6 @@
         "ENSG00000168386",
         "ENSG00000168394",
         "ENSG00000168421",
-        "ENSG00000168439",
         "ENSG00000168476",
         "ENSG00000168477",
         "ENSG00000168495",
@@ -2722,13 +2725,10 @@
         "ENSG00000169189",
         "ENSG00000169220",
         "ENSG00000169231",
-        "ENSG00000169242",
         "ENSG00000169247",
         "ENSG00000169251",
         "ENSG00000169255",
-        "ENSG00000169291",
         "ENSG00000169299",
-        "ENSG00000169371",
         "ENSG00000169418",
         "ENSG00000169429",
         "ENSG00000169435",
@@ -2753,7 +2753,9 @@
         "ENSG00000169981",
         "ENSG00000169991",
         "ENSG00000169992",
+        "ENSG00000169994",
         "ENSG00000170037",
+        "ENSG00000170088",
         "ENSG00000170099",
         "ENSG00000170100",
         "ENSG00000170175",
@@ -2771,6 +2773,7 @@
         "ENSG00000170345",
         "ENSG00000170379",
         "ENSG00000170381",
+        "ENSG00000170417",
         "ENSG00000170421",
         "ENSG00000170445",
         "ENSG00000170448",
@@ -2780,7 +2783,6 @@
         "ENSG00000170476",
         "ENSG00000170502",
         "ENSG00000170537",
-        "ENSG00000170540",
         "ENSG00000170542",
         "ENSG00000170571",
         "ENSG00000170604",
@@ -2800,6 +2802,8 @@
         "ENSG00000170917",
         "ENSG00000170955",
         "ENSG00000170962",
+        "ENSG00000170989",
+        "ENSG00000171055",
         "ENSG00000171056",
         "ENSG00000171130",
         "ENSG00000171150",
@@ -2808,9 +2812,8 @@
         "ENSG00000171161",
         "ENSG00000171169",
         "ENSG00000171189",
-        "ENSG00000171206",
         "ENSG00000171208",
-        "ENSG00000171262",
+        "ENSG00000171219",
         "ENSG00000171295",
         "ENSG00000171307",
         "ENSG00000171320",
@@ -2821,7 +2824,6 @@
         "ENSG00000171469",
         "ENSG00000171476",
         "ENSG00000171492",
-        "ENSG00000171502",
         "ENSG00000171503",
         "ENSG00000171522",
         "ENSG00000171564",
@@ -2829,7 +2831,6 @@
         "ENSG00000171574",
         "ENSG00000171606",
         "ENSG00000171617",
-        "ENSG00000171657",
         "ENSG00000171659",
         "ENSG00000171720",
         "ENSG00000171747",
@@ -2839,6 +2840,7 @@
         "ENSG00000171792",
         "ENSG00000171806",
         "ENSG00000171827",
+        "ENSG00000171843",
         "ENSG00000171848",
         "ENSG00000171928",
         "ENSG00000171953",
@@ -2850,6 +2852,7 @@
         "ENSG00000172123",
         "ENSG00000172171",
         "ENSG00000172183",
+        "ENSG00000172197",
         "ENSG00000172201",
         "ENSG00000172215",
         "ENSG00000172260",
@@ -2860,19 +2863,22 @@
         "ENSG00000172375",
         "ENSG00000172403",
         "ENSG00000172409",
+        "ENSG00000172465",
         "ENSG00000172466",
         "ENSG00000172482",
         "ENSG00000172543",
+        "ENSG00000172575",
         "ENSG00000172578",
         "ENSG00000172638",
         "ENSG00000172771",
+        "ENSG00000172794",
         "ENSG00000172819",
         "ENSG00000172830",
         "ENSG00000172840",
         "ENSG00000172878",
         "ENSG00000172888",
+        "ENSG00000172890",
         "ENSG00000172893",
-        "ENSG00000172915",
         "ENSG00000173011",
         "ENSG00000173085",
         "ENSG00000173110",
@@ -2882,7 +2888,6 @@
         "ENSG00000173227",
         "ENSG00000173261",
         "ENSG00000173269",
-        "ENSG00000173275",
         "ENSG00000173409",
         "ENSG00000173432",
         "ENSG00000173456",
@@ -2899,12 +2904,12 @@
         "ENSG00000173890",
         "ENSG00000173914",
         "ENSG00000173928",
+        "ENSG00000173933",
         "ENSG00000174007",
         "ENSG00000174013",
         "ENSG00000174059",
         "ENSG00000174099",
         "ENSG00000174132",
-        "ENSG00000174165",
         "ENSG00000174173",
         "ENSG00000174206",
         "ENSG00000174243",
@@ -2920,7 +2925,6 @@
         "ENSG00000174684",
         "ENSG00000174799",
         "ENSG00000174804",
-        "ENSG00000174840",
         "ENSG00000174842",
         "ENSG00000174844",
         "ENSG00000174943",
@@ -2929,7 +2933,6 @@
         "ENSG00000174951",
         "ENSG00000174989",
         "ENSG00000174992",
-        "ENSG00000175040",
         "ENSG00000175054",
         "ENSG00000175087",
         "ENSG00000175104",
@@ -2963,14 +2966,15 @@
         "ENSG00000176055",
         "ENSG00000176058",
         "ENSG00000176087",
+        "ENSG00000176108",
         "ENSG00000176142",
         "ENSG00000176182",
         "ENSG00000176401",
         "ENSG00000176410",
         "ENSG00000176428",
         "ENSG00000176435",
-        "ENSG00000176438",
         "ENSG00000176444",
+        "ENSG00000176473",
         "ENSG00000176476",
         "ENSG00000176563",
         "ENSG00000176595",
@@ -2980,14 +2984,13 @@
         "ENSG00000176834",
         "ENSG00000176903",
         "ENSG00000176919",
+        "ENSG00000176927",
         "ENSG00000176928",
         "ENSG00000176945",
         "ENSG00000177034",
         "ENSG00000177042",
         "ENSG00000177054",
-        "ENSG00000177084",
         "ENSG00000177125",
-        "ENSG00000177150",
         "ENSG00000177192",
         "ENSG00000177225",
         "ENSG00000177272",
@@ -3006,6 +3009,7 @@
         "ENSG00000177595",
         "ENSG00000177613",
         "ENSG00000177628",
+        "ENSG00000177640",
         "ENSG00000177685",
         "ENSG00000177692",
         "ENSG00000177854",
@@ -3060,6 +3064,7 @@
         "ENSG00000179431",
         "ENSG00000179476",
         "ENSG00000179523",
+        "ENSG00000179604",
         "ENSG00000179698",
         "ENSG00000179855",
         "ENSG00000179913",
@@ -3071,14 +3076,15 @@
         "ENSG00000180061",
         "ENSG00000180096",
         "ENSG00000180113",
-        "ENSG00000180182",
         "ENSG00000180185",
         "ENSG00000180209",
+        "ENSG00000180263",
         "ENSG00000180340",
         "ENSG00000180354",
         "ENSG00000180376",
         "ENSG00000180423",
         "ENSG00000180479",
+        "ENSG00000180525",
         "ENSG00000180543",
         "ENSG00000180616",
         "ENSG00000180644",
@@ -3101,29 +3107,28 @@
         "ENSG00000181274",
         "ENSG00000181467",
         "ENSG00000181472",
-        "ENSG00000181481",
         "ENSG00000181513",
         "ENSG00000181631",
         "ENSG00000181638",
         "ENSG00000181666",
         "ENSG00000181826",
+        "ENSG00000181830",
         "ENSG00000181847",
         "ENSG00000181852",
         "ENSG00000181885",
         "ENSG00000181896",
         "ENSG00000181915",
-        "ENSG00000181929",
         "ENSG00000181938",
         "ENSG00000182054",
         "ENSG00000182093",
         "ENSG00000182107",
         "ENSG00000182134",
-        "ENSG00000182141",
         "ENSG00000182173",
         "ENSG00000182183",
         "ENSG00000182195",
         "ENSG00000182199",
         "ENSG00000182287",
+        "ENSG00000182324",
         "ENSG00000182326",
         "ENSG00000182329",
         "ENSG00000182359",
@@ -3139,7 +3144,6 @@
         "ENSG00000182636",
         "ENSG00000182685",
         "ENSG00000182704",
-        "ENSG00000182712",
         "ENSG00000182718",
         "ENSG00000182742",
         "ENSG00000182768",
@@ -3150,7 +3154,6 @@
         "ENSG00000182872",
         "ENSG00000182901",
         "ENSG00000182903",
-        "ENSG00000182952",
         "ENSG00000182983",
         "ENSG00000182986",
         "ENSG00000182993",
@@ -3165,7 +3168,6 @@
         "ENSG00000183386",
         "ENSG00000183431",
         "ENSG00000183475",
-        "ENSG00000183495",
         "ENSG00000183508",
         "ENSG00000183527",
         "ENSG00000183576",
@@ -3178,6 +3180,7 @@
         "ENSG00000183751",
         "ENSG00000183775",
         "ENSG00000183801",
+        "ENSG00000183814",
         "ENSG00000183914",
         "ENSG00000183918",
         "ENSG00000183963",
@@ -3198,6 +3201,7 @@
         "ENSG00000184470",
         "ENSG00000184489",
         "ENSG00000184508",
+        "ENSG00000184515",
         "ENSG00000184584",
         "ENSG00000184613",
         "ENSG00000184619",
@@ -3233,11 +3237,9 @@
         "ENSG00000185513",
         "ENSG00000185527",
         "ENSG00000185532",
-        "ENSG00000185567",
         "ENSG00000185591",
         "ENSG00000185621",
         "ENSG00000185624",
-        "ENSG00000185627",
         "ENSG00000185664",
         "ENSG00000185670",
         "ENSG00000185697",
@@ -3252,7 +3254,6 @@
         "ENSG00000185905",
         "ENSG00000185917",
         "ENSG00000186115",
-        "ENSG00000186141",
         "ENSG00000186222",
         "ENSG00000186265",
         "ENSG00000186272",
@@ -3276,7 +3277,6 @@
         "ENSG00000186834",
         "ENSG00000186854",
         "ENSG00000186868",
-        "ENSG00000187049",
         "ENSG00000187091",
         "ENSG00000187134",
         "ENSG00000187187",
@@ -3319,7 +3319,7 @@
         "ENSG00000188313",
         "ENSG00000188321",
         "ENSG00000188488",
-        "ENSG00000188529",
+        "ENSG00000188549",
         "ENSG00000188636",
         "ENSG00000188649",
         "ENSG00000188706",
@@ -3361,7 +3361,6 @@
         "ENSG00000196284",
         "ENSG00000196290",
         "ENSG00000196323",
-        "ENSG00000196335",
         "ENSG00000196358",
         "ENSG00000196411",
         "ENSG00000196417",
@@ -3394,6 +3393,7 @@
         "ENSG00000196810",
         "ENSG00000196812",
         "ENSG00000196839",
+        "ENSG00000196843",
         "ENSG00000196865",
         "ENSG00000196872",
         "ENSG00000196911",
@@ -3402,7 +3402,6 @@
         "ENSG00000196968",
         "ENSG00000196975",
         "ENSG00000196981",
-        "ENSG00000197045",
         "ENSG00000197056",
         "ENSG00000197057",
         "ENSG00000197061",
@@ -3421,6 +3420,8 @@
         "ENSG00000197415",
         "ENSG00000197417",
         "ENSG00000197461",
+        "ENSG00000197471",
+        "ENSG00000197497",
         "ENSG00000197506",
         "ENSG00000197601",
         "ENSG00000197603",
@@ -3436,6 +3437,7 @@
         "ENSG00000197808",
         "ENSG00000197852",
         "ENSG00000197857",
+        "ENSG00000197860",
         "ENSG00000197928",
         "ENSG00000197933",
         "ENSG00000197937",
@@ -3443,6 +3445,7 @@
         "ENSG00000197961",
         "ENSG00000197965",
         "ENSG00000198001",
+        "ENSG00000198039",
         "ENSG00000198040",
         "ENSG00000198056",
         "ENSG00000198074",
@@ -3453,9 +3456,7 @@
         "ENSG00000198133",
         "ENSG00000198189",
         "ENSG00000198198",
-        "ENSG00000198205",
         "ENSG00000198216",
-        "ENSG00000198270",
         "ENSG00000198276",
         "ENSG00000198300",
         "ENSG00000198315",
@@ -3466,6 +3467,7 @@
         "ENSG00000198393",
         "ENSG00000198440",
         "ENSG00000198453",
+        "ENSG00000198455",
         "ENSG00000198467",
         "ENSG00000198468",
         "ENSG00000198478",
@@ -3518,6 +3520,7 @@
         "ENSG00000198954",
         "ENSG00000198960",
         "ENSG00000203326",
+        "ENSG00000203506",
         "ENSG00000203711",
         "ENSG00000203724",
         "ENSG00000203747",
@@ -3545,23 +3548,21 @@
         "ENSG00000204334",
         "ENSG00000204344",
         "ENSG00000204348",
-        "ENSG00000204351",
         "ENSG00000204356",
         "ENSG00000204386",
         "ENSG00000204410",
         "ENSG00000204428",
-        "ENSG00000204438",
+        "ENSG00000204439",
         "ENSG00000204516",
         "ENSG00000204519",
         "ENSG00000204520",
         "ENSG00000204524",
         "ENSG00000204536",
-        "ENSG00000204574",
-        "ENSG00000204580",
         "ENSG00000204592",
         "ENSG00000204599",
         "ENSG00000204604",
         "ENSG00000204677",
+        "ENSG00000204767",
         "ENSG00000204832",
         "ENSG00000204852",
         "ENSG00000204856",
@@ -3623,6 +3624,7 @@
         "ENSG00000213694",
         "ENSG00000213762",
         "ENSG00000213782",
+        "ENSG00000213793",
         "ENSG00000213799",
         "ENSG00000213809",
         "ENSG00000213903",
@@ -3632,7 +3634,6 @@
         "ENSG00000214078",
         "ENSG00000214160",
         "ENSG00000214226",
-        "ENSG00000214309",
         "ENSG00000214357",
         "ENSG00000214595",
         "ENSG00000214706",
@@ -3660,7 +3661,6 @@
         "ENSG00000221923",
         "ENSG00000221988",
         "ENSG00000223478",
-        "ENSG00000223496",
         "ENSG00000224051",
         "ENSG00000224093",
         "ENSG00000224152",
@@ -3672,6 +3672,7 @@
         "ENSG00000225791",
         "ENSG00000225792",
         "ENSG00000225855",
+        "ENSG00000225880",
         "ENSG00000225964",
         "ENSG00000225975",
         "ENSG00000226137",
@@ -3681,8 +3682,6 @@
         "ENSG00000226791",
         "ENSG00000226833",
         "ENSG00000226889",
-        "ENSG00000226953",
-        "ENSG00000227028",
         "ENSG00000227036",
         "ENSG00000227051",
         "ENSG00000227165",
@@ -3702,18 +3701,17 @@
         "ENSG00000229124",
         "ENSG00000229291",
         "ENSG00000229474",
-        "ENSG00000229487",
         "ENSG00000229539",
         "ENSG00000229619",
         "ENSG00000229647",
         "ENSG00000229656",
-        "ENSG00000229719",
         "ENSG00000229809",
         "ENSG00000229891",
         "ENSG00000229931",
         "ENSG00000230013",
         "ENSG00000230082",
         "ENSG00000230091",
+        "ENSG00000230438",
         "ENSG00000230487",
         "ENSG00000230555",
         "ENSG00000230606",
@@ -3722,7 +3720,6 @@
         "ENSG00000231663",
         "ENSG00000231871",
         "ENSG00000231999",
-        "ENSG00000232098",
         "ENSG00000232442",
         "ENSG00000232613",
         "ENSG00000232618",
@@ -3732,12 +3729,11 @@
         "ENSG00000232677",
         "ENSG00000232859",
         "ENSG00000232940",
+        "ENSG00000233038",
         "ENSG00000233077",
         "ENSG00000233184",
         "ENSG00000233237",
-        "ENSG00000233334",
         "ENSG00000233355",
-        "ENSG00000233452",
         "ENSG00000233527",
         "ENSG00000233672",
         "ENSG00000233797",
@@ -3763,6 +3759,7 @@
         "ENSG00000235530",
         "ENSG00000235706",
         "ENSG00000235823",
+        "ENSG00000235888",
         "ENSG00000235899",
         "ENSG00000235947",
         "ENSG00000236320",
@@ -3776,7 +3773,6 @@
         "ENSG00000236859",
         "ENSG00000237187",
         "ENSG00000237310",
-        "ENSG00000237436",
         "ENSG00000237440",
         "ENSG00000237441",
         "ENSG00000237476",
@@ -3790,23 +3786,27 @@
         "ENSG00000238133",
         "ENSG00000238197",
         "ENSG00000239264",
-        "ENSG00000239282",
         "ENSG00000239653",
         "ENSG00000239713",
         "ENSG00000240038",
         "ENSG00000240137",
+        "ENSG00000240230",
         "ENSG00000240288",
         "ENSG00000240498",
         "ENSG00000240583",
         "ENSG00000240849",
         "ENSG00000240857",
         "ENSG00000241127",
+        "ENSG00000241155",
+        "ENSG00000241560",
         "ENSG00000241644",
         "ENSG00000241769",
         "ENSG00000241852",
         "ENSG00000241935",
         "ENSG00000241945",
+        "ENSG00000242110",
         "ENSG00000242428",
+        "ENSG00000242612",
         "ENSG00000242732",
         "ENSG00000243244",
         "ENSG00000243364",
@@ -3814,18 +3814,17 @@
         "ENSG00000243926",
         "ENSG00000243943",
         "ENSG00000243955",
-        "ENSG00000243989",
         "ENSG00000244005",
         "ENSG00000244038",
         "ENSG00000244124",
         "ENSG00000244203",
         "ENSG00000245146",
         "ENSG00000245149",
-        "ENSG00000245281",
         "ENSG00000245556",
         "ENSG00000245571",
         "ENSG00000245680",
         "ENSG00000245857",
+        "ENSG00000246223",
         "ENSG00000246366",
         "ENSG00000246451",
         "ENSG00000246523",
@@ -3845,8 +3844,6 @@
         "ENSG00000248019",
         "ENSG00000248309",
         "ENSG00000248429",
-        "ENSG00000248441",
-        "ENSG00000248445",
         "ENSG00000248587",
         "ENSG00000248898",
         "ENSG00000249115",
@@ -3862,9 +3859,11 @@
         "ENSG00000250222",
         "ENSG00000250365",
         "ENSG00000250510",
+        "ENSG00000250548",
         "ENSG00000250565",
         "ENSG00000250742",
         "ENSG00000250938",
+        "ENSG00000251015",
         "ENSG00000251022",
         "ENSG00000251209",
         "ENSG00000251301",
@@ -3895,11 +3894,11 @@
         "ENSG00000256262",
         "ENSG00000256269",
         "ENSG00000256771",
+        "ENSG00000256806",
         "ENSG00000257017",
         "ENSG00000257167",
         "ENSG00000257337",
         "ENSG00000257365",
-        "ENSG00000257913",
         "ENSG00000258315",
         "ENSG00000258366",
         "ENSG00000258476",
@@ -3916,18 +3915,20 @@
         "ENSG00000260018",
         "ENSG00000260219",
         "ENSG00000260236",
-        "ENSG00000260329",
         "ENSG00000260852",
+        "ENSG00000260942",
         "ENSG00000261087",
         "ENSG00000261183",
+        "ENSG00000261220",
         "ENSG00000261236",
         "ENSG00000261366",
         "ENSG00000261481",
         "ENSG00000261644",
         "ENSG00000261701",
         "ENSG00000262420",
+        "ENSG00000262468",
         "ENSG00000262655",
-        "ENSG00000263002",
+        "ENSG00000262919",
         "ENSG00000263004",
         "ENSG00000263155",
         "ENSG00000263293",
@@ -3949,7 +3950,6 @@
         "ENSG00000267390",
         "ENSG00000267416",
         "ENSG00000267534",
-        "ENSG00000267607",
         "ENSG00000267680",
         "ENSG00000267751",
         "ENSG00000267858",
@@ -3958,9 +3958,9 @@
         "ENSG00000269313",
         "ENSG00000269404",
         "ENSG00000269929",
-        "ENSG00000270069",
         "ENSG00000270164",
         "ENSG00000270362",
+        "ENSG00000270959",
         "ENSG00000271133",
         "ENSG00000271503",
         "ENSG00000271601",
@@ -3969,12 +3969,12 @@
         "ENSG00000272145",
         "ENSG00000272189",
         "ENSG00000272398",
+        "ENSG00000272523",
+        "ENSG00000272602",
         "ENSG00000272606",
         "ENSG00000272636",
         "ENSG00000272994",
-        "ENSG00000273033",
         "ENSG00000273079",
-        "ENSG00000273142",
         "ENSG00000273143",
         "ENSG00000273344",
         "ENSG00000273382",

pynndescent_index.joblib

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:35d899400abe9b7fa7a76d348afdfa34b0851ac4bf4ebeb2d7281f7eac18da9b
-size 16139536
+oid sha256:80589898839d7b79b39168a41b372192b07d7d02dca6a81aff49ebb947c3d4c1
+size 16163016

scanvi/model.pt

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:2d53a643dc94a0c57b508274e35c90f172f666cc5e834a53eb0cb54d7360fdec
+oid sha256:d5c6a4d7d382926b107d42f1c54d03d236cdfcef9cd1a9b73a98aa50767ea591
 size 11544172

scvi/model.pt

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:ea3ed42cb5ff259a7047dc17b744aaf81d3b9371a581cc413474181389e5fa04
+oid sha256:46bd63bc624e13ab05bd45dd4adfe8bd5afbbbd2dd6a795fd2434731f6399c46
 size 10974077

scvi_knn_classifier.joblib

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:6adbd0b2b9eecb8b865ed8f1776fbe2c5a5571e0c3406188a1eb4257257a346a
-size 8540978
+oid sha256:bf1748c5087d93a7def7e168b061aa4e6d99e9a7a3cb6c6e9eec0a43008b7424
+size 8522258

svm_classifier.joblib

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:6ed57d5028b350437a7d4e812b7607e4c6ad262675fec37d5366dde325dcd02e
+size 3850397

svm_classifier_cuml.joblib

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:f2d880a3af9d6dc52f5cf3480d7cf8bcc0ae9d96181e31b3e90c1f3bb5ce7d4b
+oid sha256:da930b62cf271fee4b0c933585c95bd57d9b452f447040389853ec766468bf3a
 size 410587

xgboost_classifier.model

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:dd5aadba9ac37ba2d9fc916714e33fb286cf6a8a6de070836a632782243c73f0
-size 6767735
+oid sha256:435fe0234a1c25d43d33348c6362576d649507a37ff7b06fba71c150f65db892
+size 6762776