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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| mesenchymal stem cell of adipose tissue | 170 | 1.00 | 0.99 | 0.99 | 1.00 | 0.00 | 1.00 | 1.00 | 0.99 | 1.00 |\n| myeloid cell | 175 | 0.99 | 0.98 | 0.99 | 0.99 | 0.00 | 0.99 | 1.00 | 0.99 | 1.00 |\n| endothelial cell | 157 | 1.00 | 0.99 | 1.00 | 1.00 | 0.00 | 0.99 | 1.00 | 0.99 | 1.00 |\n| B cell | 90 | 0.98 | 0.97 | 0.97 | 0.93 | 0.00 | 0.99 | 0.99 | 0.98 | 0.99 |\n| T cell | 62 | 0.97 | 0.97 | 0.99 | 0.86 | 0.00 | 0.99 | 0.99 | 0.99 | 1.00 |\n| epithelial cell | 10 | 1.00 | 1.00 | 1.00 | 1.00 | 0.00 | 1.00 | 0.95 | 0.95 | 1.00 |\n| erythroblast | 7 | 0.86 | 0.73 | 0.86 | 0.83 | 0.00 | 0.75 | 0.92 | 0.92 | 0.92 |\n| lymphocyte | 7 | 0.83 | 0.00 | 1.00 | 0.31 | 0.00 | 0.93 | 0.92 | 0.83 | 1.00 |",
-    "ref_accuracy": "| Cell Type | N cells |  celltypist |  knn bbknn |  knn harmony |  knn on scvi |  onclass |  scanvi |  svm |  xgboost | Consensus Prediction |\n| --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- |\n| mesenchymal stem cell of adipose tissue | 1723 | 1.00 | 0.99 | 1.00 | 1.00 | 0.00 | 1.00 | 1.00 | 0.99 | 1.00 |\n| myeloid cell | 1696 | 0.99 | 0.99 | 1.00 | 0.99 | 0.00 | 1.00 | 1.00 | 1.00 | 1.00 |\n| endothelial cell | 1318 | 1.00 | 1.00 | 1.00 | 1.00 | 0.00 | 1.00 | 1.00 | 1.00 | 1.00 |\n| B cell | 593 | 0.98 | 0.97 | 0.98 | 0.94 | 0.00 | 0.99 | 1.00 | 1.00 | 1.00 |\n| T cell | 501 | 0.98 | 0.98 | 0.99 | 0.94 | 0.00 | 1.00 | 1.00 | 1.00 | 1.00 |\n| epithelial cell | 135 | 0.99 | 1.00 | 0.99 | 0.99 | 0.00 | 1.00 | 0.99 | 0.99 | 1.00 |\n| erythroblast | 85 | 0.89 | 0.93 | 0.97 | 0.94 | 0.00 | 0.93 | 1.00 | 1.00 | 0.99 |\n| lymphocyte | 48 | 0.72 | 0.00 | 0.90 | 0.51 | 0.00 | 1.00 | 1.00 | 0.99 | 0.95 |"
+    "query_accuracy": "| Cell Type | N cells |  celltypist |  knn bbknn |  knn harmony |  knn on scvi |  onclass |  scanvi |  svm |  xgboost | Consensus Prediction |\n| --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- |\n| mesenchymal stem cell of adipose tissue | 190 | 1.00 | 1.00 | 0.99 | 0.99 | 0.00 | 1.00 | 1.00 | 1.00 | 1.00 |\n| myeloid cell | 190 | 0.99 | 0.99 | 0.99 | 0.99 | 0.00 | 0.99 | 1.00 | 0.99 | 0.99 |\n| endothelial cell | 143 | 1.00 | 1.00 | 1.00 | 0.99 | 0.00 | 0.99 | 1.00 | 1.00 | 1.00 |\n| B cell | 66 | 0.99 | 0.96 | 0.97 | 0.96 | 0.00 | 0.99 | 0.99 | 0.98 | 0.97 |\n| T cell | 54 | 0.99 | 0.97 | 0.99 | 0.96 | 0.00 | 0.99 | 0.99 | 1.00 | 0.99 |\n| epithelial cell | 19 | 1.00 | 1.00 | 0.97 | 0.97 | 0.00 | 0.97 | 1.00 | 1.00 | 1.00 |\n| erythroblast | 11 | 0.86 | 0.95 | 0.90 | 0.95 | 0.00 | 0.95 | 0.95 | 0.95 | 0.95 |\n| lymphocyte | 5 | 0.89 | 0.00 | 1.00 | 0.55 | 0.00 | 0.89 | 0.89 | 0.75 | 0.75 |",
+    "ref_accuracy": "| Cell Type | N cells |  celltypist |  knn bbknn |  knn harmony |  knn on scvi |  onclass |  scanvi |  svm |  xgboost | Consensus Prediction |\n| --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- |\n| mesenchymal stem cell of adipose tissue | 1703 | 1.00 | 0.99 | 1.00 | 1.00 | 0.00 | 0.99 | 1.00 | 1.00 | 1.00 |\n| myeloid cell | 1681 | 0.99 | 0.98 | 1.00 | 1.00 | 0.00 | 0.99 | 1.00 | 1.00 | 1.00 |\n| endothelial cell | 1332 | 1.00 | 1.00 | 1.00 | 1.00 | 0.00 | 1.00 | 1.00 | 1.00 | 1.00 |\n| B cell | 617 | 0.98 | 0.97 | 0.99 | 0.96 | 0.00 | 1.00 | 1.00 | 1.00 | 1.00 |\n| T cell | 509 | 0.99 | 0.98 | 1.00 | 0.97 | 0.00 | 0.99 | 1.00 | 1.00 | 1.00 |\n| epithelial cell | 126 | 0.98 | 0.98 | 0.98 | 0.99 | 0.00 | 0.92 | 1.00 | 1.00 | 1.00 |\n| erythroblast | 81 | 0.88 | 0.91 | 0.96 | 0.95 | 0.00 | 0.96 | 0.99 | 1.00 | 0.97 |\n| lymphocyte | 50 | 0.86 | 0.00 | 0.94 | 0.61 | 0.00 | 0.95 | 1.00 | 1.00 | 0.96 |"
 }

celltypist.pkl

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harmony_knn_classifier.joblib

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preprocessing.json

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     "gene_names": [
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         "ENSMUSG00000024644",
+        "ENSMUSG00000024654",
         "ENSMUSG00000024659",
         "ENSMUSG00000024660",
         "ENSMUSG00000024661",
         "ENSMUSG00000024663",
         "ENSMUSG00000024664",
-        "ENSMUSG00000024667",
         "ENSMUSG00000024670",
         "ENSMUSG00000024672",
         "ENSMUSG00000024673",
@@ -1183,7 +1177,6 @@
         "ENSMUSG00000024909",
         "ENSMUSG00000024910",
         "ENSMUSG00000024912",
-        "ENSMUSG00000024913",
         "ENSMUSG00000024924",
         "ENSMUSG00000024940",
         "ENSMUSG00000024953",
@@ -1223,9 +1216,9 @@
         "ENSMUSG00000025213",
         "ENSMUSG00000025232",
         "ENSMUSG00000025235",
+        "ENSMUSG00000025241",
         "ENSMUSG00000025255",
         "ENSMUSG00000025262",
-        "ENSMUSG00000025266",
         "ENSMUSG00000025268",
         "ENSMUSG00000025270",
         "ENSMUSG00000025278",
@@ -1240,7 +1233,6 @@
         "ENSMUSG00000025381",
         "ENSMUSG00000025395",
         "ENSMUSG00000025403",
-        "ENSMUSG00000025417",
         "ENSMUSG00000025464",
         "ENSMUSG00000025473",
         "ENSMUSG00000025477",
@@ -1269,6 +1261,7 @@
         "ENSMUSG00000025666",
         "ENSMUSG00000025701",
         "ENSMUSG00000025723",
+        "ENSMUSG00000025737",
         "ENSMUSG00000025743",
         "ENSMUSG00000025746",
         "ENSMUSG00000025747",
@@ -1292,12 +1285,14 @@
         "ENSMUSG00000025867",
         "ENSMUSG00000025869",
         "ENSMUSG00000025877",
+        "ENSMUSG00000025887",
         "ENSMUSG00000025889",
         "ENSMUSG00000025902",
         "ENSMUSG00000025915",
         "ENSMUSG00000025921",
         "ENSMUSG00000025930",
         "ENSMUSG00000025934",
+        "ENSMUSG00000025949",
         "ENSMUSG00000025950",
         "ENSMUSG00000025964",
         "ENSMUSG00000025969",
@@ -1318,12 +1313,10 @@
         "ENSMUSG00000026070",
         "ENSMUSG00000026072",
         "ENSMUSG00000026073",
-        "ENSMUSG00000026077",
         "ENSMUSG00000026094",
         "ENSMUSG00000026109",
         "ENSMUSG00000026117",
         "ENSMUSG00000026121",
-        "ENSMUSG00000026123",
         "ENSMUSG00000026126",
         "ENSMUSG00000026131",
         "ENSMUSG00000026134",
@@ -1341,6 +1334,7 @@
         "ENSMUSG00000026234",
         "ENSMUSG00000026235",
         "ENSMUSG00000026249",
+        "ENSMUSG00000026254",
         "ENSMUSG00000026255",
         "ENSMUSG00000026271",
         "ENSMUSG00000026278",
@@ -1381,6 +1375,7 @@
         "ENSMUSG00000026496",
         "ENSMUSG00000026510",
         "ENSMUSG00000026544",
+        "ENSMUSG00000026547",
         "ENSMUSG00000026548",
         "ENSMUSG00000026558",
         "ENSMUSG00000026566",
@@ -1391,6 +1386,7 @@
         "ENSMUSG00000026586",
         "ENSMUSG00000026589",
         "ENSMUSG00000026594",
+        "ENSMUSG00000026596",
         "ENSMUSG00000026600",
         "ENSMUSG00000026603",
         "ENSMUSG00000026604",
@@ -1407,28 +1403,27 @@
         "ENSMUSG00000026675",
         "ENSMUSG00000026676",
         "ENSMUSG00000026678",
-        "ENSMUSG00000026679",
         "ENSMUSG00000026688",
         "ENSMUSG00000026697",
         "ENSMUSG00000026701",
         "ENSMUSG00000026708",
         "ENSMUSG00000026712",
         "ENSMUSG00000026728",
-        "ENSMUSG00000026730",
         "ENSMUSG00000026737",
         "ENSMUSG00000026748",
         "ENSMUSG00000026749",
         "ENSMUSG00000026764",
         "ENSMUSG00000026773",
         "ENSMUSG00000026778",
+        "ENSMUSG00000026784",
         "ENSMUSG00000026785",
         "ENSMUSG00000026786",
         "ENSMUSG00000026796",
         "ENSMUSG00000026797",
-        "ENSMUSG00000026798",
         "ENSMUSG00000026814",
         "ENSMUSG00000026817",
         "ENSMUSG00000026819",
+        "ENSMUSG00000026821",
         "ENSMUSG00000026822",
         "ENSMUSG00000026825",
         "ENSMUSG00000026826",
@@ -1440,14 +1435,12 @@
         "ENSMUSG00000026872",
         "ENSMUSG00000026875",
         "ENSMUSG00000026879",
-        "ENSMUSG00000026880",
         "ENSMUSG00000026883",
         "ENSMUSG00000026893",
         "ENSMUSG00000026896",
         "ENSMUSG00000026915",
         "ENSMUSG00000026921",
         "ENSMUSG00000026928",
-        "ENSMUSG00000026930",
         "ENSMUSG00000026932",
         "ENSMUSG00000026938",
         "ENSMUSG00000026939",
@@ -1501,7 +1494,6 @@
         "ENSMUSG00000027330",
         "ENSMUSG00000027332",
         "ENSMUSG00000027333",
-        "ENSMUSG00000027342",
         "ENSMUSG00000027346",
         "ENSMUSG00000027347",
         "ENSMUSG00000027351",
@@ -1526,7 +1518,6 @@
         "ENSMUSG00000027447",
         "ENSMUSG00000027456",
         "ENSMUSG00000027459",
-        "ENSMUSG00000027465",
         "ENSMUSG00000027488",
         "ENSMUSG00000027490",
         "ENSMUSG00000027499",
@@ -1542,8 +1533,8 @@
         "ENSMUSG00000027555",
         "ENSMUSG00000027559",
         "ENSMUSG00000027562",
-        "ENSMUSG00000027574",
         "ENSMUSG00000027597",
+        "ENSMUSG00000027605",
         "ENSMUSG00000027610",
         "ENSMUSG00000027611",
         "ENSMUSG00000027636",
@@ -1557,6 +1548,7 @@
         "ENSMUSG00000027684",
         "ENSMUSG00000027698",
         "ENSMUSG00000027709",
+        "ENSMUSG00000027712",
         "ENSMUSG00000027737",
         "ENSMUSG00000027750",
         "ENSMUSG00000027765",
@@ -1582,9 +1574,8 @@
         "ENSMUSG00000027868",
         "ENSMUSG00000027875",
         "ENSMUSG00000027878",
+        "ENSMUSG00000027879",
         "ENSMUSG00000027883",
-        "ENSMUSG00000027890",
-        "ENSMUSG00000027893",
         "ENSMUSG00000027907",
         "ENSMUSG00000027931",
         "ENSMUSG00000027932",
@@ -1617,14 +1608,14 @@
         "ENSMUSG00000028080",
         "ENSMUSG00000028082",
         "ENSMUSG00000028089",
+        "ENSMUSG00000028096",
         "ENSMUSG00000028099",
         "ENSMUSG00000028108",
         "ENSMUSG00000028111",
         "ENSMUSG00000028121",
         "ENSMUSG00000028124",
-        "ENSMUSG00000028140",
+        "ENSMUSG00000028145",
         "ENSMUSG00000028152",
-        "ENSMUSG00000028159",
         "ENSMUSG00000028167",
         "ENSMUSG00000028173",
         "ENSMUSG00000028194",
@@ -1649,8 +1640,10 @@
         "ENSMUSG00000028378",
         "ENSMUSG00000028381",
         "ENSMUSG00000028383",
+        "ENSMUSG00000028385",
         "ENSMUSG00000028393",
         "ENSMUSG00000028394",
+        "ENSMUSG00000028399",
         "ENSMUSG00000028402",
         "ENSMUSG00000028412",
         "ENSMUSG00000028413",
@@ -1663,7 +1656,6 @@
         "ENSMUSG00000028456",
         "ENSMUSG00000028459",
         "ENSMUSG00000028464",
-        "ENSMUSG00000028465",
         "ENSMUSG00000028467",
         "ENSMUSG00000028476",
         "ENSMUSG00000028478",
@@ -1678,7 +1670,6 @@
         "ENSMUSG00000028560",
         "ENSMUSG00000028565",
         "ENSMUSG00000028573",
-        "ENSMUSG00000028576",
         "ENSMUSG00000028581",
         "ENSMUSG00000028583",
         "ENSMUSG00000028597",
@@ -1687,13 +1678,12 @@
         "ENSMUSG00000028603",
         "ENSMUSG00000028607",
         "ENSMUSG00000028617",
-        "ENSMUSG00000028636",
         "ENSMUSG00000028645",
-        "ENSMUSG00000028647",
         "ENSMUSG00000028648",
         "ENSMUSG00000028657",
         "ENSMUSG00000028671",
-        "ENSMUSG00000028684",
+        "ENSMUSG00000028680",
+        "ENSMUSG00000028689",
         "ENSMUSG00000028691",
         "ENSMUSG00000028692",
         "ENSMUSG00000028698",
@@ -1713,7 +1703,6 @@
         "ENSMUSG00000028803",
         "ENSMUSG00000028807",
         "ENSMUSG00000028832",
-        "ENSMUSG00000028833",
         "ENSMUSG00000028840",
         "ENSMUSG00000028843",
         "ENSMUSG00000028859",
@@ -1759,7 +1748,7 @@
         "ENSMUSG00000029136",
         "ENSMUSG00000029153",
         "ENSMUSG00000029156",
-        "ENSMUSG00000029161",
+        "ENSMUSG00000029162",
         "ENSMUSG00000029163",
         "ENSMUSG00000029177",
         "ENSMUSG00000029185",
@@ -1791,7 +1780,6 @@
         "ENSMUSG00000029373",
         "ENSMUSG00000029378",
         "ENSMUSG00000029380",
-        "ENSMUSG00000029394",
         "ENSMUSG00000029401",
         "ENSMUSG00000029406",
         "ENSMUSG00000029408",
@@ -1801,16 +1789,15 @@
         "ENSMUSG00000029438",
         "ENSMUSG00000029446",
         "ENSMUSG00000029449",
-        "ENSMUSG00000029467",
         "ENSMUSG00000029468",
         "ENSMUSG00000029469",
         "ENSMUSG00000029470",
         "ENSMUSG00000029482",
         "ENSMUSG00000029484",
+        "ENSMUSG00000029502",
         "ENSMUSG00000029512",
         "ENSMUSG00000029521",
         "ENSMUSG00000029534",
-        "ENSMUSG00000029538",
         "ENSMUSG00000029552",
         "ENSMUSG00000029553",
         "ENSMUSG00000029560",
@@ -1820,6 +1807,7 @@
         "ENSMUSG00000029581",
         "ENSMUSG00000029587",
         "ENSMUSG00000029594",
+        "ENSMUSG00000029603",
         "ENSMUSG00000029610",
         "ENSMUSG00000029616",
         "ENSMUSG00000029622",
@@ -1864,7 +1852,6 @@
         "ENSMUSG00000029915",
         "ENSMUSG00000029919",
         "ENSMUSG00000029922",
-        "ENSMUSG00000029923",
         "ENSMUSG00000029925",
         "ENSMUSG00000029992",
         "ENSMUSG00000029994",
@@ -1884,7 +1871,6 @@
         "ENSMUSG00000030086",
         "ENSMUSG00000030087",
         "ENSMUSG00000030091",
-        "ENSMUSG00000030094",
         "ENSMUSG00000030096",
         "ENSMUSG00000030103",
         "ENSMUSG00000030104",
@@ -1904,14 +1890,17 @@
         "ENSMUSG00000030166",
         "ENSMUSG00000030168",
         "ENSMUSG00000030170",
+        "ENSMUSG00000030172",
         "ENSMUSG00000030177",
         "ENSMUSG00000030187",
+        "ENSMUSG00000030188",
         "ENSMUSG00000030203",
         "ENSMUSG00000030208",
         "ENSMUSG00000030214",
         "ENSMUSG00000030218",
         "ENSMUSG00000030220",
         "ENSMUSG00000030223",
+        "ENSMUSG00000030232",
         "ENSMUSG00000030245",
         "ENSMUSG00000030246",
         "ENSMUSG00000030247",
@@ -1921,7 +1910,6 @@
         "ENSMUSG00000030268",
         "ENSMUSG00000030278",
         "ENSMUSG00000030281",
-        "ENSMUSG00000030282",
         "ENSMUSG00000030284",
         "ENSMUSG00000030306",
         "ENSMUSG00000030313",
@@ -1938,9 +1926,11 @@
         "ENSMUSG00000030413",
         "ENSMUSG00000030427",
         "ENSMUSG00000030452",
+        "ENSMUSG00000030465",
         "ENSMUSG00000030468",
         "ENSMUSG00000030471",
         "ENSMUSG00000030474",
+        "ENSMUSG00000030509",
         "ENSMUSG00000030513",
         "ENSMUSG00000030516",
         "ENSMUSG00000030530",
@@ -1976,7 +1966,6 @@
         "ENSMUSG00000030711",
         "ENSMUSG00000030717",
         "ENSMUSG00000030718",
-        "ENSMUSG00000030720",
         "ENSMUSG00000030724",
         "ENSMUSG00000030729",
         "ENSMUSG00000030737",
@@ -2007,7 +1996,6 @@
         "ENSMUSG00000030844",
         "ENSMUSG00000030862",
         "ENSMUSG00000030878",
-        "ENSMUSG00000030881",
         "ENSMUSG00000030888",
         "ENSMUSG00000030921",
         "ENSMUSG00000030922",
@@ -2024,6 +2012,7 @@
         "ENSMUSG00000031101",
         "ENSMUSG00000031119",
         "ENSMUSG00000031129",
+        "ENSMUSG00000031143",
         "ENSMUSG00000031147",
         "ENSMUSG00000031149",
         "ENSMUSG00000031155",
@@ -2031,7 +2020,6 @@
         "ENSMUSG00000031209",
         "ENSMUSG00000031216",
         "ENSMUSG00000031217",
-        "ENSMUSG00000031227",
         "ENSMUSG00000031239",
         "ENSMUSG00000031245",
         "ENSMUSG00000031253",
@@ -2040,8 +2028,8 @@
         "ENSMUSG00000031274",
         "ENSMUSG00000031278",
         "ENSMUSG00000031283",
-        "ENSMUSG00000031304",
         "ENSMUSG00000031328",
+        "ENSMUSG00000031337",
         "ENSMUSG00000031342",
         "ENSMUSG00000031343",
         "ENSMUSG00000031355",
@@ -2050,8 +2038,6 @@
         "ENSMUSG00000031375",
         "ENSMUSG00000031377",
         "ENSMUSG00000031379",
-        "ENSMUSG00000031387",
-        "ENSMUSG00000031389",
         "ENSMUSG00000031391",
         "ENSMUSG00000031400",
         "ENSMUSG00000031402",
@@ -2064,7 +2050,6 @@
         "ENSMUSG00000031451",
         "ENSMUSG00000031465",
         "ENSMUSG00000031480",
-        "ENSMUSG00000031482",
         "ENSMUSG00000031488",
         "ENSMUSG00000031490",
         "ENSMUSG00000031494",
@@ -2099,14 +2084,18 @@
         "ENSMUSG00000031697",
         "ENSMUSG00000031700",
         "ENSMUSG00000031709",
+        "ENSMUSG00000031714",
         "ENSMUSG00000031722",
+        "ENSMUSG00000031723",
         "ENSMUSG00000031734",
         "ENSMUSG00000031740",
+        "ENSMUSG00000031749",
         "ENSMUSG00000031750",
         "ENSMUSG00000031762",
         "ENSMUSG00000031765",
         "ENSMUSG00000031770",
         "ENSMUSG00000031778",
+        "ENSMUSG00000031787",
         "ENSMUSG00000031790",
         "ENSMUSG00000031791",
         "ENSMUSG00000031803",
@@ -2138,6 +2127,7 @@
         "ENSMUSG00000031985",
         "ENSMUSG00000031987",
         "ENSMUSG00000031990",
+        "ENSMUSG00000032009",
         "ENSMUSG00000032010",
         "ENSMUSG00000032011",
         "ENSMUSG00000032014",
@@ -2157,13 +2147,13 @@
         "ENSMUSG00000032115",
         "ENSMUSG00000032116",
         "ENSMUSG00000032118",
-        "ENSMUSG00000032120",
         "ENSMUSG00000032121",
         "ENSMUSG00000032122",
         "ENSMUSG00000032125",
         "ENSMUSG00000032126",
         "ENSMUSG00000032135",
         "ENSMUSG00000032180",
+        "ENSMUSG00000032182",
         "ENSMUSG00000032185",
         "ENSMUSG00000032186",
         "ENSMUSG00000032192",
@@ -2219,12 +2209,12 @@
         "ENSMUSG00000032440",
         "ENSMUSG00000032462",
         "ENSMUSG00000032470",
+        "ENSMUSG00000032477",
         "ENSMUSG00000032478",
         "ENSMUSG00000032487",
         "ENSMUSG00000032491",
         "ENSMUSG00000032492",
         "ENSMUSG00000032501",
-        "ENSMUSG00000032513",
         "ENSMUSG00000032527",
         "ENSMUSG00000032531",
         "ENSMUSG00000032540",
@@ -2248,7 +2238,6 @@
         "ENSMUSG00000032690",
         "ENSMUSG00000032691",
         "ENSMUSG00000032702",
-        "ENSMUSG00000032714",
         "ENSMUSG00000032724",
         "ENSMUSG00000032725",
         "ENSMUSG00000032733",
@@ -2270,6 +2259,7 @@
         "ENSMUSG00000032898",
         "ENSMUSG00000032902",
         "ENSMUSG00000032925",
+        "ENSMUSG00000032932",
         "ENSMUSG00000032939",
         "ENSMUSG00000032997",
         "ENSMUSG00000033022",
@@ -2324,7 +2314,7 @@
         "ENSMUSG00000033508",
         "ENSMUSG00000033542",
         "ENSMUSG00000033544",
-        "ENSMUSG00000033545",
+        "ENSMUSG00000033557",
         "ENSMUSG00000033565",
         "ENSMUSG00000033577",
         "ENSMUSG00000033581",
@@ -2357,22 +2347,20 @@
         "ENSMUSG00000034201",
         "ENSMUSG00000034203",
         "ENSMUSG00000034205",
+        "ENSMUSG00000034218",
         "ENSMUSG00000034220",
         "ENSMUSG00000034226",
         "ENSMUSG00000034245",
         "ENSMUSG00000034248",
-        "ENSMUSG00000034255",
         "ENSMUSG00000034265",
         "ENSMUSG00000034266",
         "ENSMUSG00000034271",
-        "ENSMUSG00000034292",
         "ENSMUSG00000034317",
         "ENSMUSG00000034327",
         "ENSMUSG00000034330",
         "ENSMUSG00000034349",
         "ENSMUSG00000034353",
         "ENSMUSG00000034413",
-        "ENSMUSG00000034422",
         "ENSMUSG00000034424",
         "ENSMUSG00000034449",
         "ENSMUSG00000034459",
@@ -2405,6 +2393,7 @@
         "ENSMUSG00000034708",
         "ENSMUSG00000034714",
         "ENSMUSG00000034738",
+        "ENSMUSG00000034748",
         "ENSMUSG00000034751",
         "ENSMUSG00000034761",
         "ENSMUSG00000034771",
@@ -2436,6 +2425,7 @@
         "ENSMUSG00000035064",
         "ENSMUSG00000035105",
         "ENSMUSG00000035107",
+        "ENSMUSG00000035151",
         "ENSMUSG00000035158",
         "ENSMUSG00000035168",
         "ENSMUSG00000035172",
@@ -2455,6 +2445,7 @@
         "ENSMUSG00000035314",
         "ENSMUSG00000035325",
         "ENSMUSG00000035329",
+        "ENSMUSG00000035337",
         "ENSMUSG00000035351",
         "ENSMUSG00000035352",
         "ENSMUSG00000035357",
@@ -2538,6 +2529,7 @@
         "ENSMUSG00000036622",
         "ENSMUSG00000036639",
         "ENSMUSG00000036672",
+        "ENSMUSG00000036676",
         "ENSMUSG00000036678",
         "ENSMUSG00000036737",
         "ENSMUSG00000036745",
@@ -2563,7 +2555,6 @@
         "ENSMUSG00000036931",
         "ENSMUSG00000036944",
         "ENSMUSG00000036948",
-        "ENSMUSG00000036992",
         "ENSMUSG00000036995",
         "ENSMUSG00000037031",
         "ENSMUSG00000037035",
@@ -2583,6 +2574,7 @@
         "ENSMUSG00000037306",
         "ENSMUSG00000037313",
         "ENSMUSG00000037316",
+        "ENSMUSG00000037318",
         "ENSMUSG00000037331",
         "ENSMUSG00000037337",
         "ENSMUSG00000037344",
@@ -2601,6 +2593,7 @@
         "ENSMUSG00000037493",
         "ENSMUSG00000037499",
         "ENSMUSG00000037531",
+        "ENSMUSG00000037536",
         "ENSMUSG00000037601",
         "ENSMUSG00000037606",
         "ENSMUSG00000037613",
@@ -2612,7 +2605,7 @@
         "ENSMUSG00000037664",
         "ENSMUSG00000037683",
         "ENSMUSG00000037685",
-        "ENSMUSG00000037692",
+        "ENSMUSG00000037697",
         "ENSMUSG00000037709",
         "ENSMUSG00000037710",
         "ENSMUSG00000037712",
@@ -2641,6 +2634,7 @@
         "ENSMUSG00000037992",
         "ENSMUSG00000037993",
         "ENSMUSG00000037997",
+        "ENSMUSG00000037999",
         "ENSMUSG00000038007",
         "ENSMUSG00000038034",
         "ENSMUSG00000038037",
@@ -2650,6 +2644,7 @@
         "ENSMUSG00000038086",
         "ENSMUSG00000038112",
         "ENSMUSG00000038119",
+        "ENSMUSG00000038141",
         "ENSMUSG00000038143",
         "ENSMUSG00000038145",
         "ENSMUSG00000038146",
@@ -2662,9 +2657,7 @@
         "ENSMUSG00000038174",
         "ENSMUSG00000038178",
         "ENSMUSG00000038179",
-        "ENSMUSG00000038181",
         "ENSMUSG00000038188",
-        "ENSMUSG00000038195",
         "ENSMUSG00000038235",
         "ENSMUSG00000038236",
         "ENSMUSG00000038244",
@@ -2679,6 +2672,7 @@
         "ENSMUSG00000038312",
         "ENSMUSG00000038335",
         "ENSMUSG00000038344",
+        "ENSMUSG00000038351",
         "ENSMUSG00000038352",
         "ENSMUSG00000038370",
         "ENSMUSG00000038372",
@@ -2730,7 +2724,6 @@
         "ENSMUSG00000038843",
         "ENSMUSG00000038871",
         "ENSMUSG00000038872",
-        "ENSMUSG00000038879",
         "ENSMUSG00000038894",
         "ENSMUSG00000038910",
         "ENSMUSG00000038936",
@@ -2747,7 +2740,6 @@
         "ENSMUSG00000039145",
         "ENSMUSG00000039153",
         "ENSMUSG00000039157",
-        "ENSMUSG00000039166",
         "ENSMUSG00000039168",
         "ENSMUSG00000039195",
         "ENSMUSG00000039206",
@@ -2778,22 +2770,21 @@
         "ENSMUSG00000039474",
         "ENSMUSG00000039476",
         "ENSMUSG00000039497",
+        "ENSMUSG00000039509",
         "ENSMUSG00000039519",
         "ENSMUSG00000039529",
         "ENSMUSG00000039601",
         "ENSMUSG00000039607",
-        "ENSMUSG00000039616",
         "ENSMUSG00000039621",
         "ENSMUSG00000039633",
-        "ENSMUSG00000039637",
         "ENSMUSG00000039640",
         "ENSMUSG00000039646",
         "ENSMUSG00000039652",
         "ENSMUSG00000039661",
+        "ENSMUSG00000039678",
         "ENSMUSG00000039680",
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