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popV
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tabula_muris_Heart_Smart-seq2

Joblib
popV
biology
genomics
single-cell
AnnData:0.12.2
scikit_learn:1.7.2
organism:Mus musculus
Python:3.12.8
popV:0.6.0
tissue: heart
Model card Files
xet
Community
canergen commited on
Commit
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1 Parent(s): 32b82f2

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Files changed (16) hide show
  1. OnClass.data-00000-of-00001 +1 -1
  2. OnClass.index +0 -0
  3. OnClass.meta +0 -0
  4. OnClass.npz +2 -2
  5. accuracies.json +2 -2
  6. celltypist.pkl +2 -2
  7. harmony_knn_classifier.joblib +2 -2
  8. popv_output/predictions.csv +0 -0
  9. preprocessing.json +70 -70
  10. pynndescent_index.joblib +2 -2
  11. scanvi/model.pt +1 -1
  12. scvi/model.pt +1 -1
  13. scvi_knn_classifier.joblib +2 -2
  14. svm_classifier.joblib +3 -0
  15. svm_classifier_cuml.joblib +2 -2
  16. xgboost_classifier.model +2 -2
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accuracies.json CHANGED
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- "query_accuracy": "| Cell Type | N cells | celltypist | knn bbknn | knn harmony | knn on scvi | onclass | scanvi | svm | xgboost | Consensus Prediction |\n| --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- |\n| fibroblast of cardiac tissue | 384 | 0.98 | 0.99 | 0.99 | 0.98 | 0.00 | 0.97 | 0.99 | 0.99 | 0.99 |\n| endothelial cell of coronary artery | 265 | 0.98 | 0.98 | 0.98 | 0.98 | 0.00 | 0.97 | 0.98 | 0.99 | 0.99 |\n| monocyte | 131 | 0.97 | 0.99 | 0.97 | 0.97 | 0.00 | 0.94 | 0.98 | 0.99 | 0.99 |\n| regular atrial cardiac myocyte | 30 | 0.73 | 0.83 | 0.85 | 0.76 | 0.00 | 0.60 | 0.79 | 0.85 | 0.90 |\n| endocardial cell | 31 | 0.97 | 1.00 | 1.00 | 1.00 | 0.00 | 0.98 | 1.00 | 1.00 | 1.00 |\n| B cell | 38 | 0.96 | 0.93 | 0.95 | 0.89 | 0.00 | 0.90 | 1.00 | 0.97 | 1.00 |\n| cardiac valve cell | 29 | 0.98 | 0.98 | 1.00 | 0.93 | 0.00 | 0.92 | 0.98 | 1.00 | 1.00 |\n| T cell | 15 | 0.88 | 1.00 | 0.97 | 0.93 | 0.00 | 0.97 | 1.00 | 0.97 | 1.00 |\n| regular ventricular cardiac myocyte | 13 | 0.70 | 0.96 | 0.89 | 0.76 | 0.00 | 0.79 | 0.90 | 0.93 | 0.96 |\n| smooth muscle cell | 9 | 0.84 | 0.89 | 0.90 | 1.00 | 0.00 | 0.90 | 0.84 | 0.95 | 0.90 |\n| macrophage | 5 | 0.89 | 0.33 | 0.83 | 0.62 | 0.00 | 0.48 | 1.00 | 0.91 | 1.00 |",
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- "ref_accuracy": "| Cell Type | N cells | celltypist | knn bbknn | knn harmony | knn on scvi | onclass | scanvi | svm | xgboost | Consensus Prediction |\n| --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- |\n| fibroblast of cardiac tissue | 3327 | 0.98 | 0.99 | 0.99 | 0.99 | 0.00 | 0.97 | 0.99 | 0.99 | 0.99 |\n| endothelial cell of coronary artery | 2429 | 0.97 | 0.98 | 0.99 | 0.98 | 0.00 | 0.97 | 0.99 | 0.99 | 0.99 |\n| monocyte | 1148 | 0.95 | 0.97 | 0.97 | 0.98 | 0.00 | 0.95 | 0.98 | 0.98 | 0.98 |\n| regular atrial cardiac myocyte | 362 | 0.79 | 0.87 | 0.89 | 0.82 | 0.00 | 0.74 | 0.93 | 0.93 | 0.93 |\n| endocardial cell | 344 | 0.96 | 0.98 | 0.98 | 0.96 | 0.00 | 0.96 | 0.98 | 0.96 | 0.98 |\n| B cell | 322 | 0.96 | 0.97 | 0.97 | 0.92 | 0.00 | 0.97 | 0.99 | 0.99 | 0.99 |\n| cardiac valve cell | 286 | 0.96 | 0.97 | 0.97 | 0.92 | 0.00 | 0.91 | 0.99 | 0.99 | 0.99 |\n| T cell | 182 | 0.97 | 0.98 | 0.98 | 0.92 | 0.00 | 0.99 | 1.00 | 0.99 | 1.00 |\n| regular ventricular cardiac myocyte | 130 | 0.77 | 0.93 | 0.91 | 0.82 | 0.00 | 0.88 | 0.97 | 0.99 | 0.99 |\n| smooth muscle cell | 94 | 0.93 | 0.95 | 0.92 | 0.82 | 0.00 | 0.94 | 0.99 | 0.99 | 0.98 |\n| macrophage | 78 | 0.87 | 0.74 | 0.92 | 0.79 | 0.00 | 0.78 | 0.99 | 0.94 | 0.97 |"
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  }
 
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+ "query_accuracy": "| Cell Type | N cells | celltypist | knn bbknn | knn harmony | knn on scvi | onclass | scanvi | svm | xgboost | Consensus Prediction |\n| --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- |\n| fibroblast of cardiac tissue | 393 | 0.99 | 0.99 | 0.99 | 0.98 | 0.00 | 0.97 | 0.99 | 0.99 | 1.00 |\n| endothelial cell of coronary artery | 265 | 0.97 | 0.99 | 0.98 | 0.98 | 0.00 | 0.98 | 0.98 | 0.99 | 0.99 |\n| monocyte | 124 | 0.98 | 0.99 | 0.97 | 0.97 | 0.00 | 0.98 | 0.97 | 0.96 | 0.98 |\n| regular atrial cardiac myocyte | 28 | 0.81 | 0.86 | 0.87 | 0.70 | 0.00 | 0.54 | 0.83 | 0.88 | 0.89 |\n| endocardial cell | 33 | 0.99 | 0.99 | 0.99 | 0.97 | 0.00 | 0.96 | 0.99 | 0.99 | 0.99 |\n| B cell | 37 | 0.93 | 0.96 | 0.93 | 0.85 | 0.00 | 0.99 | 0.99 | 0.96 | 1.00 |\n| cardiac valve cell | 27 | 1.00 | 1.00 | 1.00 | 0.95 | 0.00 | 0.96 | 1.00 | 1.00 | 1.00 |\n| T cell | 16 | 0.88 | 1.00 | 0.97 | 0.83 | 0.00 | 1.00 | 0.97 | 0.94 | 1.00 |\n| regular ventricular cardiac myocyte | 14 | 0.97 | 0.97 | 0.93 | 0.67 | 0.00 | 0.85 | 0.93 | 0.93 | 0.97 |\n| smooth muscle cell | 6 | 0.92 | 1.00 | 0.92 | 0.71 | 0.00 | 0.80 | 0.92 | 1.00 | 0.92 |\n| macrophage | 7 | 0.80 | 0.73 | 0.88 | 0.47 | 0.00 | 0.74 | 0.93 | 0.82 | 1.00 |",
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+ "ref_accuracy": "| Cell Type | N cells | celltypist | knn bbknn | knn harmony | knn on scvi | onclass | scanvi | svm | xgboost | Consensus Prediction |\n| --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- |\n| fibroblast of cardiac tissue | 3318 | 0.99 | 0.98 | 0.99 | 0.99 | 0.00 | 0.98 | 0.99 | 0.99 | 1.00 |\n| endothelial cell of coronary artery | 2429 | 0.97 | 0.98 | 0.99 | 0.98 | 0.00 | 0.98 | 0.99 | 0.99 | 0.99 |\n| monocyte | 1155 | 0.97 | 0.97 | 0.97 | 0.97 | 0.00 | 0.96 | 0.98 | 0.97 | 0.98 |\n| regular atrial cardiac myocyte | 364 | 0.84 | 0.87 | 0.90 | 0.81 | 0.00 | 0.73 | 0.93 | 0.94 | 0.94 |\n| endocardial cell | 342 | 0.97 | 0.98 | 0.98 | 0.96 | 0.00 | 0.94 | 0.99 | 0.98 | 0.99 |\n| B cell | 323 | 0.97 | 0.96 | 0.97 | 0.89 | 0.00 | 0.97 | 1.00 | 0.99 | 0.99 |\n| cardiac valve cell | 288 | 0.96 | 0.97 | 0.97 | 0.91 | 0.00 | 0.96 | 1.00 | 0.99 | 0.99 |\n| T cell | 181 | 0.96 | 0.99 | 0.98 | 0.91 | 0.00 | 0.99 | 0.99 | 0.99 | 0.99 |\n| regular ventricular cardiac myocyte | 129 | 0.95 | 0.93 | 0.93 | 0.76 | 0.00 | 0.81 | 0.97 | 0.99 | 0.98 |\n| smooth muscle cell | 97 | 0.90 | 0.93 | 0.92 | 0.77 | 0.00 | 0.89 | 0.99 | 0.98 | 0.97 |\n| macrophage | 76 | 0.87 | 0.75 | 0.92 | 0.72 | 0.00 | 0.70 | 0.99 | 0.96 | 0.98 |"
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1170
  "ENSMUSG00000025092",
1171
  "ENSMUSG00000025102",
1172
  "ENSMUSG00000025138",
@@ -1205,13 +1204,13 @@
1205
  "ENSMUSG00000025348",
1206
  "ENSMUSG00000025350",
1207
  "ENSMUSG00000025357",
 
1208
  "ENSMUSG00000025372",
1209
  "ENSMUSG00000025377",
1210
  "ENSMUSG00000025395",
1211
  "ENSMUSG00000025402",
1212
  "ENSMUSG00000025413",
1213
  "ENSMUSG00000025421",
1214
- "ENSMUSG00000025439",
1215
  "ENSMUSG00000025470",
1216
  "ENSMUSG00000025473",
1217
  "ENSMUSG00000025474",
@@ -1228,16 +1227,17 @@
1228
  "ENSMUSG00000025525",
1229
  "ENSMUSG00000025532",
1230
  "ENSMUSG00000025533",
 
1231
  "ENSMUSG00000025574",
1232
  "ENSMUSG00000025577",
1233
  "ENSMUSG00000025583",
1234
  "ENSMUSG00000025584",
 
1235
  "ENSMUSG00000025607",
1236
  "ENSMUSG00000025608",
1237
  "ENSMUSG00000025645",
1238
  "ENSMUSG00000025646",
1239
  "ENSMUSG00000025648",
1240
- "ENSMUSG00000025651",
1241
  "ENSMUSG00000025702",
1242
  "ENSMUSG00000025728",
1243
  "ENSMUSG00000025730",
@@ -1282,7 +1282,6 @@
1282
  "ENSMUSG00000026012",
1283
  "ENSMUSG00000026019",
1284
  "ENSMUSG00000026020",
1285
- "ENSMUSG00000026029",
1286
  "ENSMUSG00000026036",
1287
  "ENSMUSG00000026043",
1288
  "ENSMUSG00000026051",
@@ -1290,11 +1289,9 @@
1290
  "ENSMUSG00000026073",
1291
  "ENSMUSG00000026094",
1292
  "ENSMUSG00000026095",
1293
- "ENSMUSG00000026097",
1294
  "ENSMUSG00000026098",
1295
  "ENSMUSG00000026102",
1296
  "ENSMUSG00000026109",
1297
- "ENSMUSG00000026117",
1298
  "ENSMUSG00000026127",
1299
  "ENSMUSG00000026134",
1300
  "ENSMUSG00000026135",
@@ -1342,10 +1339,8 @@
1342
  "ENSMUSG00000026360",
1343
  "ENSMUSG00000026384",
1344
  "ENSMUSG00000026395",
1345
- "ENSMUSG00000026399",
1346
  "ENSMUSG00000026409",
1347
  "ENSMUSG00000026414",
1348
- "ENSMUSG00000026417",
1349
  "ENSMUSG00000026436",
1350
  "ENSMUSG00000026439",
1351
  "ENSMUSG00000026456",
@@ -1440,10 +1435,10 @@
1440
  "ENSMUSG00000027074",
1441
  "ENSMUSG00000027078",
1442
  "ENSMUSG00000027086",
1443
- "ENSMUSG00000027088",
1444
  "ENSMUSG00000027184",
1445
  "ENSMUSG00000027188",
1446
  "ENSMUSG00000027199",
 
1447
  "ENSMUSG00000027208",
1448
  "ENSMUSG00000027215",
1449
  "ENSMUSG00000027217",
@@ -1535,10 +1530,10 @@
1535
  "ENSMUSG00000027803",
1536
  "ENSMUSG00000027805",
1537
  "ENSMUSG00000027810",
 
1538
  "ENSMUSG00000027834",
1539
  "ENSMUSG00000027843",
1540
  "ENSMUSG00000027848",
1541
- "ENSMUSG00000027854",
1542
  "ENSMUSG00000027861",
1543
  "ENSMUSG00000027863",
1544
  "ENSMUSG00000027865",
@@ -1564,7 +1559,6 @@
1564
  "ENSMUSG00000028071",
1565
  "ENSMUSG00000028086",
1566
  "ENSMUSG00000028089",
1567
- "ENSMUSG00000028093",
1568
  "ENSMUSG00000028096",
1569
  "ENSMUSG00000028098",
1570
  "ENSMUSG00000028108",
@@ -1607,11 +1601,11 @@
1607
  "ENSMUSG00000028464",
1608
  "ENSMUSG00000028468",
1609
  "ENSMUSG00000028469",
 
1610
  "ENSMUSG00000028487",
1611
  "ENSMUSG00000028497",
1612
  "ENSMUSG00000028517",
1613
  "ENSMUSG00000028521",
1614
- "ENSMUSG00000028524",
1615
  "ENSMUSG00000028540",
1616
  "ENSMUSG00000028541",
1617
  "ENSMUSG00000028542",
@@ -1628,7 +1622,6 @@
1628
  "ENSMUSG00000028636",
1629
  "ENSMUSG00000028641",
1630
  "ENSMUSG00000028645",
1631
- "ENSMUSG00000028647",
1632
  "ENSMUSG00000028653",
1633
  "ENSMUSG00000028677",
1634
  "ENSMUSG00000028680",
@@ -1700,7 +1693,7 @@
1700
  "ENSMUSG00000029038",
1701
  "ENSMUSG00000029053",
1702
  "ENSMUSG00000029061",
1703
- "ENSMUSG00000029062",
1704
  "ENSMUSG00000029073",
1705
  "ENSMUSG00000029095",
1706
  "ENSMUSG00000029096",
@@ -1718,7 +1711,6 @@
1718
  "ENSMUSG00000029177",
1719
  "ENSMUSG00000029191",
1720
  "ENSMUSG00000029196",
1721
- "ENSMUSG00000029201",
1722
  "ENSMUSG00000029204",
1723
  "ENSMUSG00000029208",
1724
  "ENSMUSG00000029217",
@@ -1755,7 +1747,6 @@
1755
  "ENSMUSG00000029416",
1756
  "ENSMUSG00000029417",
1757
  "ENSMUSG00000029426",
1758
- "ENSMUSG00000029438",
1759
  "ENSMUSG00000029446",
1760
  "ENSMUSG00000029449",
1761
  "ENSMUSG00000029456",
@@ -1803,6 +1794,7 @@
1803
  "ENSMUSG00000029752",
1804
  "ENSMUSG00000029759",
1805
  "ENSMUSG00000029762",
 
1806
  "ENSMUSG00000029771",
1807
  "ENSMUSG00000029780",
1808
  "ENSMUSG00000029782",
@@ -1816,12 +1808,14 @@
1816
  "ENSMUSG00000029838",
1817
  "ENSMUSG00000029859",
1818
  "ENSMUSG00000029910",
 
1819
  "ENSMUSG00000029915",
1820
  "ENSMUSG00000029919",
1821
  "ENSMUSG00000029922",
1822
  "ENSMUSG00000029923",
1823
  "ENSMUSG00000029925",
1824
  "ENSMUSG00000029993",
 
1825
  "ENSMUSG00000030022",
1826
  "ENSMUSG00000030035",
1827
  "ENSMUSG00000030045",
@@ -1908,6 +1902,7 @@
1908
  "ENSMUSG00000030630",
1909
  "ENSMUSG00000030643",
1910
  "ENSMUSG00000030659",
 
1911
  "ENSMUSG00000030683",
1912
  "ENSMUSG00000030685",
1913
  "ENSMUSG00000030701",
@@ -1994,6 +1989,7 @@
1994
  "ENSMUSG00000031388",
1995
  "ENSMUSG00000031389",
1996
  "ENSMUSG00000031400",
 
1997
  "ENSMUSG00000031425",
1998
  "ENSMUSG00000031432",
1999
  "ENSMUSG00000031438",
@@ -2019,6 +2015,7 @@
2019
  "ENSMUSG00000031583",
2020
  "ENSMUSG00000031591",
2021
  "ENSMUSG00000031604",
 
2022
  "ENSMUSG00000031613",
2023
  "ENSMUSG00000031622",
2024
  "ENSMUSG00000031626",
@@ -2027,8 +2024,10 @@
2027
  "ENSMUSG00000031636",
2028
  "ENSMUSG00000031641",
2029
  "ENSMUSG00000031644",
 
2030
  "ENSMUSG00000031662",
2031
  "ENSMUSG00000031667",
 
2032
  "ENSMUSG00000031681",
2033
  "ENSMUSG00000031683",
2034
  "ENSMUSG00000031684",
@@ -2081,7 +2080,6 @@
2081
  "ENSMUSG00000031934",
2082
  "ENSMUSG00000031955",
2083
  "ENSMUSG00000031959",
2084
- "ENSMUSG00000031963",
2085
  "ENSMUSG00000031969",
2086
  "ENSMUSG00000031972",
2087
  "ENSMUSG00000031982",
@@ -2116,10 +2114,12 @@
2116
  "ENSMUSG00000032198",
2117
  "ENSMUSG00000032220",
2118
  "ENSMUSG00000032232",
 
2119
  "ENSMUSG00000032245",
2120
  "ENSMUSG00000032246",
2121
  "ENSMUSG00000032252",
2122
  "ENSMUSG00000032261",
 
2123
  "ENSMUSG00000032285",
2124
  "ENSMUSG00000032289",
2125
  "ENSMUSG00000032298",
@@ -2185,6 +2185,7 @@
2185
  "ENSMUSG00000032679",
2186
  "ENSMUSG00000032688",
2187
  "ENSMUSG00000032690",
 
2188
  "ENSMUSG00000032715",
2189
  "ENSMUSG00000032725",
2190
  "ENSMUSG00000032740",
@@ -2236,12 +2237,13 @@
2236
  "ENSMUSG00000033326",
2237
  "ENSMUSG00000033327",
2238
  "ENSMUSG00000033352",
2239
- "ENSMUSG00000033355",
2240
  "ENSMUSG00000033364",
2241
  "ENSMUSG00000033377",
2242
  "ENSMUSG00000033386",
2243
  "ENSMUSG00000033439",
2244
  "ENSMUSG00000033450",
 
 
2245
  "ENSMUSG00000033502",
2246
  "ENSMUSG00000033526",
2247
  "ENSMUSG00000033540",
@@ -2278,6 +2280,7 @@
2278
  "ENSMUSG00000034022",
2279
  "ENSMUSG00000034032",
2280
  "ENSMUSG00000034037",
 
2281
  "ENSMUSG00000034116",
2282
  "ENSMUSG00000034121",
2283
  "ENSMUSG00000034127",
@@ -2402,7 +2405,6 @@
2402
  "ENSMUSG00000035804",
2403
  "ENSMUSG00000035824",
2404
  "ENSMUSG00000035828",
2405
- "ENSMUSG00000035835",
2406
  "ENSMUSG00000035849",
2407
  "ENSMUSG00000035868",
2408
  "ENSMUSG00000035878",
@@ -2426,6 +2428,7 @@
2426
  "ENSMUSG00000036192",
2427
  "ENSMUSG00000036206",
2428
  "ENSMUSG00000036208",
 
2429
  "ENSMUSG00000036256",
2430
  "ENSMUSG00000036270",
2431
  "ENSMUSG00000036273",
@@ -2442,7 +2445,6 @@
2442
  "ENSMUSG00000036461",
2443
  "ENSMUSG00000036469",
2444
  "ENSMUSG00000036473",
2445
- "ENSMUSG00000036526",
2446
  "ENSMUSG00000036545",
2447
  "ENSMUSG00000036552",
2448
  "ENSMUSG00000036553",
@@ -2453,6 +2455,7 @@
2453
  "ENSMUSG00000036599",
2454
  "ENSMUSG00000036606",
2455
  "ENSMUSG00000036611",
 
2456
  "ENSMUSG00000036615",
2457
  "ENSMUSG00000036622",
2458
  "ENSMUSG00000036634",
@@ -2470,6 +2473,7 @@
2470
  "ENSMUSG00000036856",
2471
  "ENSMUSG00000036862",
2472
  "ENSMUSG00000036863",
 
2473
  "ENSMUSG00000036873",
2474
  "ENSMUSG00000036887",
2475
  "ENSMUSG00000036896",
@@ -2477,6 +2481,7 @@
2477
  "ENSMUSG00000036905",
2478
  "ENSMUSG00000036908",
2479
  "ENSMUSG00000036931",
 
2480
  "ENSMUSG00000036944",
2481
  "ENSMUSG00000036959",
2482
  "ENSMUSG00000036975",
@@ -2500,6 +2505,7 @@
2500
  "ENSMUSG00000037126",
2501
  "ENSMUSG00000037148",
2502
  "ENSMUSG00000037149",
 
2503
  "ENSMUSG00000037169",
2504
  "ENSMUSG00000037190",
2505
  "ENSMUSG00000037204",
@@ -2510,6 +2516,7 @@
2510
  "ENSMUSG00000037275",
2511
  "ENSMUSG00000037278",
2512
  "ENSMUSG00000037295",
 
2513
  "ENSMUSG00000037316",
2514
  "ENSMUSG00000037318",
2515
  "ENSMUSG00000037321",
@@ -2607,6 +2614,7 @@
2607
  "ENSMUSG00000038352",
2608
  "ENSMUSG00000038369",
2609
  "ENSMUSG00000038370",
 
2610
  "ENSMUSG00000038403",
2611
  "ENSMUSG00000038418",
2612
  "ENSMUSG00000038421",
@@ -2624,12 +2632,12 @@
2624
  "ENSMUSG00000038525",
2625
  "ENSMUSG00000038526",
2626
  "ENSMUSG00000038530",
 
2627
  "ENSMUSG00000038535",
2628
  "ENSMUSG00000038546",
2629
  "ENSMUSG00000038552",
2630
  "ENSMUSG00000038578",
2631
  "ENSMUSG00000038583",
2632
- "ENSMUSG00000038593",
2633
  "ENSMUSG00000038594",
2634
  "ENSMUSG00000038605",
2635
  "ENSMUSG00000038611",
@@ -2654,6 +2662,7 @@
2654
  "ENSMUSG00000038838",
2655
  "ENSMUSG00000038844",
2656
  "ENSMUSG00000038848",
 
2657
  "ENSMUSG00000038866",
2658
  "ENSMUSG00000038871",
2659
  "ENSMUSG00000038876",
@@ -2668,6 +2677,7 @@
2668
  "ENSMUSG00000038990",
2669
  "ENSMUSG00000039004",
2670
  "ENSMUSG00000039018",
 
2671
  "ENSMUSG00000039047",
2672
  "ENSMUSG00000039065",
2673
  "ENSMUSG00000039069",
@@ -2703,7 +2713,6 @@
2703
  "ENSMUSG00000039345",
2704
  "ENSMUSG00000039347",
2705
  "ENSMUSG00000039349",
2706
- "ENSMUSG00000039354",
2707
  "ENSMUSG00000039356",
2708
  "ENSMUSG00000039361",
2709
  "ENSMUSG00000039376",
@@ -2724,7 +2733,6 @@
2724
  "ENSMUSG00000039623",
2725
  "ENSMUSG00000039629",
2726
  "ENSMUSG00000039633",
2727
- "ENSMUSG00000039634",
2728
  "ENSMUSG00000039640",
2729
  "ENSMUSG00000039648",
2730
  "ENSMUSG00000039656",
@@ -2830,7 +2838,6 @@
2830
  "ENSMUSG00000040721",
2831
  "ENSMUSG00000040722",
2832
  "ENSMUSG00000040725",
2833
- "ENSMUSG00000040738",
2834
  "ENSMUSG00000040747",
2835
  "ENSMUSG00000040751",
2836
  "ENSMUSG00000040752",
@@ -2877,7 +2884,6 @@
2877
  "ENSMUSG00000041415",
2878
  "ENSMUSG00000041423",
2879
  "ENSMUSG00000041426",
2880
- "ENSMUSG00000041429",
2881
  "ENSMUSG00000041445",
2882
  "ENSMUSG00000041459",
2883
  "ENSMUSG00000041476",
@@ -2909,6 +2915,7 @@
2909
  "ENSMUSG00000041889",
2910
  "ENSMUSG00000041890",
2911
  "ENSMUSG00000041920",
 
2912
  "ENSMUSG00000041935",
2913
  "ENSMUSG00000041936",
2914
  "ENSMUSG00000041939",
@@ -2927,10 +2934,10 @@
2927
  "ENSMUSG00000042155",
2928
  "ENSMUSG00000042178",
2929
  "ENSMUSG00000042210",
2930
- "ENSMUSG00000042228",
2931
  "ENSMUSG00000042249",
2932
  "ENSMUSG00000042254",
2933
  "ENSMUSG00000042286",
 
2934
  "ENSMUSG00000042308",
2935
  "ENSMUSG00000042328",
2936
  "ENSMUSG00000042333",
@@ -2945,7 +2952,6 @@
2945
  "ENSMUSG00000042500",
2946
  "ENSMUSG00000042502",
2947
  "ENSMUSG00000042535",
2948
- "ENSMUSG00000042548",
2949
  "ENSMUSG00000042558",
2950
  "ENSMUSG00000042570",
2951
  "ENSMUSG00000042572",
@@ -2966,6 +2972,7 @@
2966
  "ENSMUSG00000042797",
2967
  "ENSMUSG00000042810",
2968
  "ENSMUSG00000042821",
 
2969
  "ENSMUSG00000042842",
2970
  "ENSMUSG00000042870",
2971
  "ENSMUSG00000042901",
@@ -3004,7 +3011,6 @@
3004
  "ENSMUSG00000043953",
3005
  "ENSMUSG00000043998",
3006
  "ENSMUSG00000044017",
3007
- "ENSMUSG00000044037",
3008
  "ENSMUSG00000044043",
3009
  "ENSMUSG00000044072",
3010
  "ENSMUSG00000044092",
@@ -3032,6 +3038,7 @@
3032
  "ENSMUSG00000044534",
3033
  "ENSMUSG00000044562",
3034
  "ENSMUSG00000044583",
 
3035
  "ENSMUSG00000044629",
3036
  "ENSMUSG00000044646",
3037
  "ENSMUSG00000044674",
@@ -3064,7 +3071,6 @@
3064
  "ENSMUSG00000045362",
3065
  "ENSMUSG00000045374",
3066
  "ENSMUSG00000045394",
3067
- "ENSMUSG00000045414",
3068
  "ENSMUSG00000045464",
3069
  "ENSMUSG00000045466",
3070
  "ENSMUSG00000045502",
@@ -3085,7 +3091,6 @@
3085
  "ENSMUSG00000045795",
3086
  "ENSMUSG00000045822",
3087
  "ENSMUSG00000045826",
3088
- "ENSMUSG00000045827",
3089
  "ENSMUSG00000045854",
3090
  "ENSMUSG00000045917",
3091
  "ENSMUSG00000045930",
@@ -3103,7 +3108,6 @@
3103
  "ENSMUSG00000046157",
3104
  "ENSMUSG00000046185",
3105
  "ENSMUSG00000046186",
3106
- "ENSMUSG00000046191",
3107
  "ENSMUSG00000046207",
3108
  "ENSMUSG00000046223",
3109
  "ENSMUSG00000046245",
@@ -3115,7 +3119,6 @@
3115
  "ENSMUSG00000046380",
3116
  "ENSMUSG00000046404",
3117
  "ENSMUSG00000046470",
3118
- "ENSMUSG00000046562",
3119
  "ENSMUSG00000046593",
3120
  "ENSMUSG00000046598",
3121
  "ENSMUSG00000046605",
@@ -3159,6 +3162,7 @@
3159
  "ENSMUSG00000047539",
3160
  "ENSMUSG00000047557",
3161
  "ENSMUSG00000047583",
 
3162
  "ENSMUSG00000047635",
3163
  "ENSMUSG00000047649",
3164
  "ENSMUSG00000047767",
@@ -3175,6 +3179,7 @@
3175
  "ENSMUSG00000047910",
3176
  "ENSMUSG00000047921",
3177
  "ENSMUSG00000048096",
 
3178
  "ENSMUSG00000048120",
3179
  "ENSMUSG00000048126",
3180
  "ENSMUSG00000048163",
@@ -3203,13 +3208,11 @@
3203
  "ENSMUSG00000048787",
3204
  "ENSMUSG00000048796",
3205
  "ENSMUSG00000048807",
3206
- "ENSMUSG00000048826",
3207
  "ENSMUSG00000048897",
3208
  "ENSMUSG00000048921",
3209
  "ENSMUSG00000048924",
3210
  "ENSMUSG00000049044",
3211
  "ENSMUSG00000049103",
3212
- "ENSMUSG00000049107",
3213
  "ENSMUSG00000049128",
3214
  "ENSMUSG00000049130",
3215
  "ENSMUSG00000049134",
@@ -3340,7 +3343,6 @@
3340
  "ENSMUSG00000052305",
3341
  "ENSMUSG00000052331",
3342
  "ENSMUSG00000052336",
3343
- "ENSMUSG00000052337",
3344
  "ENSMUSG00000052374",
3345
  "ENSMUSG00000052384",
3346
  "ENSMUSG00000052387",
@@ -3483,7 +3485,6 @@
3483
  "ENSMUSG00000056267",
3484
  "ENSMUSG00000056290",
3485
  "ENSMUSG00000056313",
3486
- "ENSMUSG00000056342",
3487
  "ENSMUSG00000056413",
3488
  "ENSMUSG00000056459",
3489
  "ENSMUSG00000056481",
@@ -3521,12 +3522,10 @@
3521
  "ENSMUSG00000057551",
3522
  "ENSMUSG00000057554",
3523
  "ENSMUSG00000057572",
3524
- "ENSMUSG00000057596",
3525
  "ENSMUSG00000057604",
3526
  "ENSMUSG00000057729",
3527
  "ENSMUSG00000057751",
3528
  "ENSMUSG00000057835",
3529
- "ENSMUSG00000057842",
3530
  "ENSMUSG00000057858",
3531
  "ENSMUSG00000057895",
3532
  "ENSMUSG00000057897",
@@ -3554,6 +3553,7 @@
3554
  "ENSMUSG00000058586",
3555
  "ENSMUSG00000058589",
3556
  "ENSMUSG00000058624",
 
3557
  "ENSMUSG00000058709",
3558
  "ENSMUSG00000058715",
3559
  "ENSMUSG00000058748",
@@ -3585,7 +3585,6 @@
3585
  "ENSMUSG00000059743",
3586
  "ENSMUSG00000059791",
3587
  "ENSMUSG00000059810",
3588
- "ENSMUSG00000059820",
3589
  "ENSMUSG00000059851",
3590
  "ENSMUSG00000059866",
3591
  "ENSMUSG00000059883",
@@ -3593,7 +3592,6 @@
3593
  "ENSMUSG00000059895",
3594
  "ENSMUSG00000059920",
3595
  "ENSMUSG00000059939",
3596
- "ENSMUSG00000059970",
3597
  "ENSMUSG00000059994",
3598
  "ENSMUSG00000059995",
3599
  "ENSMUSG00000060063",
@@ -3632,7 +3630,6 @@
3632
  "ENSMUSG00000061411",
3633
  "ENSMUSG00000061436",
3634
  "ENSMUSG00000061462",
3635
- "ENSMUSG00000061533",
3636
  "ENSMUSG00000061740",
3637
  "ENSMUSG00000061755",
3638
  "ENSMUSG00000061759",
@@ -3669,6 +3666,7 @@
3669
  "ENSMUSG00000063060",
3670
  "ENSMUSG00000063108",
3671
  "ENSMUSG00000063145",
 
3672
  "ENSMUSG00000063193",
3673
  "ENSMUSG00000063382",
3674
  "ENSMUSG00000063415",
@@ -3688,7 +3686,6 @@
3688
  "ENSMUSG00000064043",
3689
  "ENSMUSG00000064080",
3690
  "ENSMUSG00000064105",
3691
- "ENSMUSG00000064120",
3692
  "ENSMUSG00000064202",
3693
  "ENSMUSG00000064262",
3694
  "ENSMUSG00000064264",
@@ -3698,10 +3695,10 @@
3698
  "ENSMUSG00000064373",
3699
  "ENSMUSG00000066000",
3700
  "ENSMUSG00000066043",
3701
- "ENSMUSG00000066152",
3702
  "ENSMUSG00000066154",
3703
  "ENSMUSG00000066235",
3704
  "ENSMUSG00000066361",
 
3705
  "ENSMUSG00000066441",
3706
  "ENSMUSG00000066568",
3707
  "ENSMUSG00000066571",
@@ -3710,6 +3707,7 @@
3710
  "ENSMUSG00000066682",
3711
  "ENSMUSG00000066684",
3712
  "ENSMUSG00000066705",
 
3713
  "ENSMUSG00000066838",
3714
  "ENSMUSG00000066839",
3715
  "ENSMUSG00000066894",
@@ -3718,7 +3716,6 @@
3718
  "ENSMUSG00000067199",
3719
  "ENSMUSG00000067235",
3720
  "ENSMUSG00000067274",
3721
- "ENSMUSG00000067276",
3722
  "ENSMUSG00000067279",
3723
  "ENSMUSG00000067336",
3724
  "ENSMUSG00000067369",
@@ -3731,6 +3728,7 @@
3731
  "ENSMUSG00000067931",
3732
  "ENSMUSG00000068079",
3733
  "ENSMUSG00000068105",
 
3734
  "ENSMUSG00000068196",
3735
  "ENSMUSG00000068206",
3736
  "ENSMUSG00000068227",
@@ -3823,6 +3821,7 @@
3823
  "ENSMUSG00000073411",
3824
  "ENSMUSG00000073418",
3825
  "ENSMUSG00000073421",
 
3826
  "ENSMUSG00000073423",
3827
  "ENSMUSG00000073436",
3828
  "ENSMUSG00000073538",
@@ -3862,6 +3861,7 @@
3862
  "ENSMUSG00000074912",
3863
  "ENSMUSG00000074971",
3864
  "ENSMUSG00000075227",
 
3865
  "ENSMUSG00000075389",
3866
  "ENSMUSG00000075410",
3867
  "ENSMUSG00000075592",
@@ -3910,6 +3910,7 @@
3910
  "ENSMUSG00000079588",
3911
  "ENSMUSG00000079605",
3912
  "ENSMUSG00000079659",
 
3913
  "ENSMUSG00000084799",
3914
  "ENSMUSG00000084808",
3915
  "ENSMUSG00000084880",
@@ -3936,10 +3937,10 @@
3936
  "ENSMUSG00000090077",
3937
  "ENSMUSG00000090083",
3938
  "ENSMUSG00000090084",
3939
- "ENSMUSG00000090115",
3940
  "ENSMUSG00000090164",
3941
  "ENSMUSG00000090231",
3942
  "ENSMUSG00000090394",
 
3943
  "ENSMUSG00000090958",
3944
  "ENSMUSG00000091050",
3945
  "ENSMUSG00000091264",
@@ -3993,7 +3994,6 @@
3993
  "ENSMUSG00000103567",
3994
  "ENSMUSG00000103711",
3995
  "ENSMUSG00000103906",
3996
- "ENSMUSG00000106864",
3997
  "ENSMUSG00000107283",
3998
  "ENSMUSG00000109511",
3999
  "ENSMUSG00000109865",
 
2
  "gene_names": [
3
  "ENSMUSG00000000028",
4
  "ENSMUSG00000000056",
 
5
  "ENSMUSG00000000142",
6
  "ENSMUSG00000000154",
7
  "ENSMUSG00000000184",
 
8
  "ENSMUSG00000000215",
9
  "ENSMUSG00000000244",
10
  "ENSMUSG00000000276",
 
23
  "ENSMUSG00000000486",
24
  "ENSMUSG00000000489",
25
  "ENSMUSG00000000530",
 
26
  "ENSMUSG00000000594",
27
  "ENSMUSG00000000605",
28
  "ENSMUSG00000000628",
29
+ "ENSMUSG00000000631",
30
  "ENSMUSG00000000682",
31
  "ENSMUSG00000000686",
32
  "ENSMUSG00000000739",
33
  "ENSMUSG00000000753",
34
  "ENSMUSG00000000776",
35
  "ENSMUSG00000000782",
36
+ "ENSMUSG00000000794",
37
  "ENSMUSG00000000805",
38
  "ENSMUSG00000000811",
39
  "ENSMUSG00000000861",
 
119
  "ENSMUSG00000002767",
120
  "ENSMUSG00000002781",
121
  "ENSMUSG00000002799",
122
+ "ENSMUSG00000002803",
123
  "ENSMUSG00000002804",
124
  "ENSMUSG00000002808",
125
  "ENSMUSG00000002814",
 
210
  "ENSMUSG00000004814",
211
  "ENSMUSG00000004837",
212
  "ENSMUSG00000004891",
213
+ "ENSMUSG00000004895",
214
  "ENSMUSG00000004931",
215
  "ENSMUSG00000004933",
216
  "ENSMUSG00000004947",
 
258
  "ENSMUSG00000005899",
259
  "ENSMUSG00000005907",
260
  "ENSMUSG00000005936",
 
261
  "ENSMUSG00000005958",
262
  "ENSMUSG00000006014",
263
  "ENSMUSG00000006019",
 
269
  "ENSMUSG00000006313",
270
  "ENSMUSG00000006335",
271
  "ENSMUSG00000006342",
272
+ "ENSMUSG00000006344",
273
  "ENSMUSG00000006362",
274
  "ENSMUSG00000006369",
275
  "ENSMUSG00000006386",
 
276
  "ENSMUSG00000006398",
277
  "ENSMUSG00000006403",
278
  "ENSMUSG00000006442",
 
340
  "ENSMUSG00000010362",
341
  "ENSMUSG00000010453",
342
  "ENSMUSG00000010609",
 
343
  "ENSMUSG00000010660",
344
  "ENSMUSG00000010751",
345
  "ENSMUSG00000010830",
 
357
  "ENSMUSG00000013155",
358
  "ENSMUSG00000013495",
359
  "ENSMUSG00000013539",
 
360
  "ENSMUSG00000013643",
361
  "ENSMUSG00000013707",
362
  "ENSMUSG00000013936",
 
368
  "ENSMUSG00000014453",
369
  "ENSMUSG00000014550",
370
  "ENSMUSG00000014599",
371
+ "ENSMUSG00000014602",
372
  "ENSMUSG00000014763",
373
  "ENSMUSG00000014773",
374
  "ENSMUSG00000014778",
 
380
  "ENSMUSG00000015053",
381
  "ENSMUSG00000015085",
382
  "ENSMUSG00000015090",
 
383
  "ENSMUSG00000015134",
384
  "ENSMUSG00000015143",
385
  "ENSMUSG00000015312",
 
407
  "ENSMUSG00000015950",
408
  "ENSMUSG00000015957",
409
  "ENSMUSG00000015971",
 
410
  "ENSMUSG00000015981",
411
  "ENSMUSG00000016024",
412
  "ENSMUSG00000016128",
 
475
  "ENSMUSG00000018398",
476
  "ENSMUSG00000018405",
477
  "ENSMUSG00000018411",
 
478
  "ENSMUSG00000018428",
479
  "ENSMUSG00000018449",
480
  "ENSMUSG00000018500",
481
  "ENSMUSG00000018507",
482
  "ENSMUSG00000018559",
483
+ "ENSMUSG00000018565",
484
  "ENSMUSG00000018566",
485
  "ENSMUSG00000018604",
486
  "ENSMUSG00000018648",
 
518
  "ENSMUSG00000019278",
519
  "ENSMUSG00000019295",
520
  "ENSMUSG00000019297",
521
+ "ENSMUSG00000019303",
522
  "ENSMUSG00000019373",
523
  "ENSMUSG00000019470",
524
  "ENSMUSG00000019478",
 
536
  "ENSMUSG00000019792",
537
  "ENSMUSG00000019794",
538
  "ENSMUSG00000019809",
 
539
  "ENSMUSG00000019814",
540
  "ENSMUSG00000019817",
541
  "ENSMUSG00000019820",
 
544
  "ENSMUSG00000019843",
545
  "ENSMUSG00000019850",
546
  "ENSMUSG00000019853",
547
+ "ENSMUSG00000019861",
548
  "ENSMUSG00000019864",
549
  "ENSMUSG00000019866",
550
  "ENSMUSG00000019876",
 
562
  "ENSMUSG00000019984",
563
  "ENSMUSG00000019997",
564
  "ENSMUSG00000019998",
 
565
  "ENSMUSG00000020021",
566
  "ENSMUSG00000020024",
567
  "ENSMUSG00000020053",
 
574
  "ENSMUSG00000020089",
575
  "ENSMUSG00000020092",
576
  "ENSMUSG00000020097",
 
577
  "ENSMUSG00000020099",
578
  "ENSMUSG00000020100",
579
  "ENSMUSG00000020101",
580
  "ENSMUSG00000020105",
 
581
  "ENSMUSG00000020115",
582
  "ENSMUSG00000020120",
583
  "ENSMUSG00000020123",
 
594
  "ENSMUSG00000020255",
595
  "ENSMUSG00000020261",
596
  "ENSMUSG00000020262",
597
+ "ENSMUSG00000020271",
598
+ "ENSMUSG00000020272",
599
  "ENSMUSG00000020275",
600
  "ENSMUSG00000020284",
601
  "ENSMUSG00000020309",
 
640
  "ENSMUSG00000020564",
641
  "ENSMUSG00000020573",
642
  "ENSMUSG00000020577",
643
+ "ENSMUSG00000020610",
644
  "ENSMUSG00000020614",
645
  "ENSMUSG00000020621",
646
  "ENSMUSG00000020623",
 
694
  "ENSMUSG00000020917",
695
  "ENSMUSG00000020919",
696
  "ENSMUSG00000020921",
697
+ "ENSMUSG00000020923",
698
  "ENSMUSG00000020928",
699
  "ENSMUSG00000020941",
700
  "ENSMUSG00000020974",
701
  "ENSMUSG00000020982",
702
+ "ENSMUSG00000021003",
703
  "ENSMUSG00000021013",
 
704
  "ENSMUSG00000021025",
705
  "ENSMUSG00000021033",
706
  "ENSMUSG00000021044",
 
758
  "ENSMUSG00000021385",
759
  "ENSMUSG00000021388",
760
  "ENSMUSG00000021390",
 
761
  "ENSMUSG00000021418",
762
  "ENSMUSG00000021423",
763
  "ENSMUSG00000021428",
 
764
  "ENSMUSG00000021453",
765
  "ENSMUSG00000021457",
766
  "ENSMUSG00000021461",
 
769
  "ENSMUSG00000021483",
770
  "ENSMUSG00000021486",
771
  "ENSMUSG00000021494",
772
+ "ENSMUSG00000021495",
773
  "ENSMUSG00000021508",
774
  "ENSMUSG00000021540",
 
775
  "ENSMUSG00000021556",
776
  "ENSMUSG00000021567",
777
  "ENSMUSG00000021573",
 
778
  "ENSMUSG00000021592",
779
  "ENSMUSG00000021608",
780
  "ENSMUSG00000021615",
 
826
  "ENSMUSG00000021945",
827
  "ENSMUSG00000021947",
828
  "ENSMUSG00000021950",
829
+ "ENSMUSG00000021959",
830
  "ENSMUSG00000021962",
831
  "ENSMUSG00000021963",
832
  "ENSMUSG00000021972",
 
870
  "ENSMUSG00000022340",
871
  "ENSMUSG00000022346",
872
  "ENSMUSG00000022358",
873
+ "ENSMUSG00000022367",
874
  "ENSMUSG00000022369",
875
  "ENSMUSG00000022372",
876
  "ENSMUSG00000022378",
 
891
  "ENSMUSG00000022504",
892
  "ENSMUSG00000022505",
893
  "ENSMUSG00000022515",
 
894
  "ENSMUSG00000022523",
895
  "ENSMUSG00000022528",
896
  "ENSMUSG00000022537",
 
920
  "ENSMUSG00000022651",
921
  "ENSMUSG00000022665",
922
  "ENSMUSG00000022676",
 
 
923
  "ENSMUSG00000022687",
924
  "ENSMUSG00000022702",
925
  "ENSMUSG00000022721",
 
979
  "ENSMUSG00000023232",
980
  "ENSMUSG00000023259",
981
  "ENSMUSG00000023262",
982
+ "ENSMUSG00000023307",
983
  "ENSMUSG00000023336",
984
  "ENSMUSG00000023348",
985
  "ENSMUSG00000023349",
 
986
  "ENSMUSG00000023367",
987
  "ENSMUSG00000023393",
988
  "ENSMUSG00000023452",
989
  "ENSMUSG00000023707",
990
  "ENSMUSG00000023723",
 
991
  "ENSMUSG00000023764",
992
  "ENSMUSG00000023809",
993
  "ENSMUSG00000023832",
 
1009
  "ENSMUSG00000023953",
1010
  "ENSMUSG00000023959",
1011
  "ENSMUSG00000023961",
1012
+ "ENSMUSG00000023971",
1013
  "ENSMUSG00000023977",
1014
  "ENSMUSG00000023988",
1015
  "ENSMUSG00000023992",
 
1102
  "ENSMUSG00000024677",
1103
  "ENSMUSG00000024679",
1104
  "ENSMUSG00000024696",
1105
+ "ENSMUSG00000024737",
1106
  "ENSMUSG00000024742",
1107
  "ENSMUSG00000024743",
1108
  "ENSMUSG00000024754",
1109
  "ENSMUSG00000024764",
1110
  "ENSMUSG00000024772",
1111
+ "ENSMUSG00000024780",
1112
  "ENSMUSG00000024785",
1113
  "ENSMUSG00000024787",
1114
  "ENSMUSG00000024790",
 
1118
  "ENSMUSG00000024817",
1119
  "ENSMUSG00000024818",
1120
  "ENSMUSG00000024824",
1121
+ "ENSMUSG00000024826",
1122
  "ENSMUSG00000024827",
1123
  "ENSMUSG00000024830",
1124
  "ENSMUSG00000024831",
 
1131
  "ENSMUSG00000024871",
1132
  "ENSMUSG00000024875",
1133
  "ENSMUSG00000024885",
1134
+ "ENSMUSG00000024889",
1135
  "ENSMUSG00000024897",
1136
  "ENSMUSG00000024899",
1137
  "ENSMUSG00000024900",
 
1144
  "ENSMUSG00000024948",
1145
  "ENSMUSG00000024955",
1146
  "ENSMUSG00000024959",
 
1147
  "ENSMUSG00000024965",
1148
  "ENSMUSG00000024970",
1149
  "ENSMUSG00000024983",
 
1165
  "ENSMUSG00000025076",
1166
  "ENSMUSG00000025083",
1167
  "ENSMUSG00000025086",
1168
+ "ENSMUSG00000025089",
1169
  "ENSMUSG00000025092",
1170
  "ENSMUSG00000025102",
1171
  "ENSMUSG00000025138",
 
1204
  "ENSMUSG00000025348",
1205
  "ENSMUSG00000025350",
1206
  "ENSMUSG00000025357",
1207
+ "ENSMUSG00000025364",
1208
  "ENSMUSG00000025372",
1209
  "ENSMUSG00000025377",
1210
  "ENSMUSG00000025395",
1211
  "ENSMUSG00000025402",
1212
  "ENSMUSG00000025413",
1213
  "ENSMUSG00000025421",
 
1214
  "ENSMUSG00000025470",
1215
  "ENSMUSG00000025473",
1216
  "ENSMUSG00000025474",
 
1227
  "ENSMUSG00000025525",
1228
  "ENSMUSG00000025532",
1229
  "ENSMUSG00000025533",
1230
+ "ENSMUSG00000025534",
1231
  "ENSMUSG00000025574",
1232
  "ENSMUSG00000025577",
1233
  "ENSMUSG00000025583",
1234
  "ENSMUSG00000025584",
1235
+ "ENSMUSG00000025597",
1236
  "ENSMUSG00000025607",
1237
  "ENSMUSG00000025608",
1238
  "ENSMUSG00000025645",
1239
  "ENSMUSG00000025646",
1240
  "ENSMUSG00000025648",
 
1241
  "ENSMUSG00000025702",
1242
  "ENSMUSG00000025728",
1243
  "ENSMUSG00000025730",
 
1282
  "ENSMUSG00000026012",
1283
  "ENSMUSG00000026019",
1284
  "ENSMUSG00000026020",
 
1285
  "ENSMUSG00000026036",
1286
  "ENSMUSG00000026043",
1287
  "ENSMUSG00000026051",
 
1289
  "ENSMUSG00000026073",
1290
  "ENSMUSG00000026094",
1291
  "ENSMUSG00000026095",
 
1292
  "ENSMUSG00000026098",
1293
  "ENSMUSG00000026102",
1294
  "ENSMUSG00000026109",
 
1295
  "ENSMUSG00000026127",
1296
  "ENSMUSG00000026134",
1297
  "ENSMUSG00000026135",
 
1339
  "ENSMUSG00000026360",
1340
  "ENSMUSG00000026384",
1341
  "ENSMUSG00000026395",
 
1342
  "ENSMUSG00000026409",
1343
  "ENSMUSG00000026414",
 
1344
  "ENSMUSG00000026436",
1345
  "ENSMUSG00000026439",
1346
  "ENSMUSG00000026456",
 
1435
  "ENSMUSG00000027074",
1436
  "ENSMUSG00000027078",
1437
  "ENSMUSG00000027086",
 
1438
  "ENSMUSG00000027184",
1439
  "ENSMUSG00000027188",
1440
  "ENSMUSG00000027199",
1441
+ "ENSMUSG00000027204",
1442
  "ENSMUSG00000027208",
1443
  "ENSMUSG00000027215",
1444
  "ENSMUSG00000027217",
 
1530
  "ENSMUSG00000027803",
1531
  "ENSMUSG00000027805",
1532
  "ENSMUSG00000027810",
1533
+ "ENSMUSG00000027832",
1534
  "ENSMUSG00000027834",
1535
  "ENSMUSG00000027843",
1536
  "ENSMUSG00000027848",
 
1537
  "ENSMUSG00000027861",
1538
  "ENSMUSG00000027863",
1539
  "ENSMUSG00000027865",
 
1559
  "ENSMUSG00000028071",
1560
  "ENSMUSG00000028086",
1561
  "ENSMUSG00000028089",
 
1562
  "ENSMUSG00000028096",
1563
  "ENSMUSG00000028098",
1564
  "ENSMUSG00000028108",
 
1601
  "ENSMUSG00000028464",
1602
  "ENSMUSG00000028468",
1603
  "ENSMUSG00000028469",
1604
+ "ENSMUSG00000028479",
1605
  "ENSMUSG00000028487",
1606
  "ENSMUSG00000028497",
1607
  "ENSMUSG00000028517",
1608
  "ENSMUSG00000028521",
 
1609
  "ENSMUSG00000028540",
1610
  "ENSMUSG00000028541",
1611
  "ENSMUSG00000028542",
 
1622
  "ENSMUSG00000028636",
1623
  "ENSMUSG00000028641",
1624
  "ENSMUSG00000028645",
 
1625
  "ENSMUSG00000028653",
1626
  "ENSMUSG00000028677",
1627
  "ENSMUSG00000028680",
 
1693
  "ENSMUSG00000029038",
1694
  "ENSMUSG00000029053",
1695
  "ENSMUSG00000029061",
1696
+ "ENSMUSG00000029070",
1697
  "ENSMUSG00000029073",
1698
  "ENSMUSG00000029095",
1699
  "ENSMUSG00000029096",
 
1711
  "ENSMUSG00000029177",
1712
  "ENSMUSG00000029191",
1713
  "ENSMUSG00000029196",
 
1714
  "ENSMUSG00000029204",
1715
  "ENSMUSG00000029208",
1716
  "ENSMUSG00000029217",
 
1747
  "ENSMUSG00000029416",
1748
  "ENSMUSG00000029417",
1749
  "ENSMUSG00000029426",
 
1750
  "ENSMUSG00000029446",
1751
  "ENSMUSG00000029449",
1752
  "ENSMUSG00000029456",
 
1794
  "ENSMUSG00000029752",
1795
  "ENSMUSG00000029759",
1796
  "ENSMUSG00000029762",
1797
+ "ENSMUSG00000029769",
1798
  "ENSMUSG00000029771",
1799
  "ENSMUSG00000029780",
1800
  "ENSMUSG00000029782",
 
1808
  "ENSMUSG00000029838",
1809
  "ENSMUSG00000029859",
1810
  "ENSMUSG00000029910",
1811
+ "ENSMUSG00000029913",
1812
  "ENSMUSG00000029915",
1813
  "ENSMUSG00000029919",
1814
  "ENSMUSG00000029922",
1815
  "ENSMUSG00000029923",
1816
  "ENSMUSG00000029925",
1817
  "ENSMUSG00000029993",
1818
+ "ENSMUSG00000030008",
1819
  "ENSMUSG00000030022",
1820
  "ENSMUSG00000030035",
1821
  "ENSMUSG00000030045",
 
1902
  "ENSMUSG00000030630",
1903
  "ENSMUSG00000030643",
1904
  "ENSMUSG00000030659",
1905
+ "ENSMUSG00000030672",
1906
  "ENSMUSG00000030683",
1907
  "ENSMUSG00000030685",
1908
  "ENSMUSG00000030701",
 
1989
  "ENSMUSG00000031388",
1990
  "ENSMUSG00000031389",
1991
  "ENSMUSG00000031400",
1992
+ "ENSMUSG00000031403",
1993
  "ENSMUSG00000031425",
1994
  "ENSMUSG00000031432",
1995
  "ENSMUSG00000031438",
 
2015
  "ENSMUSG00000031583",
2016
  "ENSMUSG00000031591",
2017
  "ENSMUSG00000031604",
2018
+ "ENSMUSG00000031605",
2019
  "ENSMUSG00000031613",
2020
  "ENSMUSG00000031622",
2021
  "ENSMUSG00000031626",
 
2024
  "ENSMUSG00000031636",
2025
  "ENSMUSG00000031641",
2026
  "ENSMUSG00000031644",
2027
+ "ENSMUSG00000031659",
2028
  "ENSMUSG00000031662",
2029
  "ENSMUSG00000031667",
2030
+ "ENSMUSG00000031671",
2031
  "ENSMUSG00000031681",
2032
  "ENSMUSG00000031683",
2033
  "ENSMUSG00000031684",
 
2080
  "ENSMUSG00000031934",
2081
  "ENSMUSG00000031955",
2082
  "ENSMUSG00000031959",
 
2083
  "ENSMUSG00000031969",
2084
  "ENSMUSG00000031972",
2085
  "ENSMUSG00000031982",
 
2114
  "ENSMUSG00000032198",
2115
  "ENSMUSG00000032220",
2116
  "ENSMUSG00000032232",
2117
+ "ENSMUSG00000032243",
2118
  "ENSMUSG00000032245",
2119
  "ENSMUSG00000032246",
2120
  "ENSMUSG00000032252",
2121
  "ENSMUSG00000032261",
2122
+ "ENSMUSG00000032265",
2123
  "ENSMUSG00000032285",
2124
  "ENSMUSG00000032289",
2125
  "ENSMUSG00000032298",
 
2185
  "ENSMUSG00000032679",
2186
  "ENSMUSG00000032688",
2187
  "ENSMUSG00000032690",
2188
+ "ENSMUSG00000032702",
2189
  "ENSMUSG00000032715",
2190
  "ENSMUSG00000032725",
2191
  "ENSMUSG00000032740",
 
2237
  "ENSMUSG00000033326",
2238
  "ENSMUSG00000033327",
2239
  "ENSMUSG00000033352",
 
2240
  "ENSMUSG00000033364",
2241
  "ENSMUSG00000033377",
2242
  "ENSMUSG00000033386",
2243
  "ENSMUSG00000033439",
2244
  "ENSMUSG00000033450",
2245
+ "ENSMUSG00000033478",
2246
+ "ENSMUSG00000033488",
2247
  "ENSMUSG00000033502",
2248
  "ENSMUSG00000033526",
2249
  "ENSMUSG00000033540",
 
2280
  "ENSMUSG00000034022",
2281
  "ENSMUSG00000034032",
2282
  "ENSMUSG00000034037",
2283
+ "ENSMUSG00000034108",
2284
  "ENSMUSG00000034116",
2285
  "ENSMUSG00000034121",
2286
  "ENSMUSG00000034127",
 
2405
  "ENSMUSG00000035804",
2406
  "ENSMUSG00000035824",
2407
  "ENSMUSG00000035828",
 
2408
  "ENSMUSG00000035849",
2409
  "ENSMUSG00000035868",
2410
  "ENSMUSG00000035878",
 
2428
  "ENSMUSG00000036192",
2429
  "ENSMUSG00000036206",
2430
  "ENSMUSG00000036208",
2431
+ "ENSMUSG00000036214",
2432
  "ENSMUSG00000036256",
2433
  "ENSMUSG00000036270",
2434
  "ENSMUSG00000036273",
 
2445
  "ENSMUSG00000036461",
2446
  "ENSMUSG00000036469",
2447
  "ENSMUSG00000036473",
 
2448
  "ENSMUSG00000036545",
2449
  "ENSMUSG00000036552",
2450
  "ENSMUSG00000036553",
 
2455
  "ENSMUSG00000036599",
2456
  "ENSMUSG00000036606",
2457
  "ENSMUSG00000036611",
2458
+ "ENSMUSG00000036613",
2459
  "ENSMUSG00000036615",
2460
  "ENSMUSG00000036622",
2461
  "ENSMUSG00000036634",
 
2473
  "ENSMUSG00000036856",
2474
  "ENSMUSG00000036862",
2475
  "ENSMUSG00000036863",
2476
+ "ENSMUSG00000036864",
2477
  "ENSMUSG00000036873",
2478
  "ENSMUSG00000036887",
2479
  "ENSMUSG00000036896",
 
2481
  "ENSMUSG00000036905",
2482
  "ENSMUSG00000036908",
2483
  "ENSMUSG00000036931",
2484
+ "ENSMUSG00000036943",
2485
  "ENSMUSG00000036944",
2486
  "ENSMUSG00000036959",
2487
  "ENSMUSG00000036975",
 
2505
  "ENSMUSG00000037126",
2506
  "ENSMUSG00000037148",
2507
  "ENSMUSG00000037149",
2508
+ "ENSMUSG00000037151",
2509
  "ENSMUSG00000037169",
2510
  "ENSMUSG00000037190",
2511
  "ENSMUSG00000037204",
 
2516
  "ENSMUSG00000037275",
2517
  "ENSMUSG00000037278",
2518
  "ENSMUSG00000037295",
2519
+ "ENSMUSG00000037313",
2520
  "ENSMUSG00000037316",
2521
  "ENSMUSG00000037318",
2522
  "ENSMUSG00000037321",
 
2614
  "ENSMUSG00000038352",
2615
  "ENSMUSG00000038369",
2616
  "ENSMUSG00000038370",
2617
+ "ENSMUSG00000038375",
2618
  "ENSMUSG00000038403",
2619
  "ENSMUSG00000038418",
2620
  "ENSMUSG00000038421",
 
2632
  "ENSMUSG00000038525",
2633
  "ENSMUSG00000038526",
2634
  "ENSMUSG00000038530",
2635
+ "ENSMUSG00000038533",
2636
  "ENSMUSG00000038535",
2637
  "ENSMUSG00000038546",
2638
  "ENSMUSG00000038552",
2639
  "ENSMUSG00000038578",
2640
  "ENSMUSG00000038583",
 
2641
  "ENSMUSG00000038594",
2642
  "ENSMUSG00000038605",
2643
  "ENSMUSG00000038611",
 
2662
  "ENSMUSG00000038838",
2663
  "ENSMUSG00000038844",
2664
  "ENSMUSG00000038848",
2665
+ "ENSMUSG00000038860",
2666
  "ENSMUSG00000038866",
2667
  "ENSMUSG00000038871",
2668
  "ENSMUSG00000038876",
 
2677
  "ENSMUSG00000038990",
2678
  "ENSMUSG00000039004",
2679
  "ENSMUSG00000039018",
2680
+ "ENSMUSG00000039033",
2681
  "ENSMUSG00000039047",
2682
  "ENSMUSG00000039065",
2683
  "ENSMUSG00000039069",
 
2713
  "ENSMUSG00000039345",
2714
  "ENSMUSG00000039347",
2715
  "ENSMUSG00000039349",
 
2716
  "ENSMUSG00000039356",
2717
  "ENSMUSG00000039361",
2718
  "ENSMUSG00000039376",
 
2733
  "ENSMUSG00000039623",
2734
  "ENSMUSG00000039629",
2735
  "ENSMUSG00000039633",
 
2736
  "ENSMUSG00000039640",
2737
  "ENSMUSG00000039648",
2738
  "ENSMUSG00000039656",
 
2838
  "ENSMUSG00000040721",
2839
  "ENSMUSG00000040722",
2840
  "ENSMUSG00000040725",
 
2841
  "ENSMUSG00000040747",
2842
  "ENSMUSG00000040751",
2843
  "ENSMUSG00000040752",
 
2884
  "ENSMUSG00000041415",
2885
  "ENSMUSG00000041423",
2886
  "ENSMUSG00000041426",
 
2887
  "ENSMUSG00000041445",
2888
  "ENSMUSG00000041459",
2889
  "ENSMUSG00000041476",
 
2915
  "ENSMUSG00000041889",
2916
  "ENSMUSG00000041890",
2917
  "ENSMUSG00000041920",
2918
+ "ENSMUSG00000041921",
2919
  "ENSMUSG00000041935",
2920
  "ENSMUSG00000041936",
2921
  "ENSMUSG00000041939",
 
2934
  "ENSMUSG00000042155",
2935
  "ENSMUSG00000042178",
2936
  "ENSMUSG00000042210",
 
2937
  "ENSMUSG00000042249",
2938
  "ENSMUSG00000042254",
2939
  "ENSMUSG00000042286",
2940
+ "ENSMUSG00000042303",
2941
  "ENSMUSG00000042308",
2942
  "ENSMUSG00000042328",
2943
  "ENSMUSG00000042333",
 
2952
  "ENSMUSG00000042500",
2953
  "ENSMUSG00000042502",
2954
  "ENSMUSG00000042535",
 
2955
  "ENSMUSG00000042558",
2956
  "ENSMUSG00000042570",
2957
  "ENSMUSG00000042572",
 
2972
  "ENSMUSG00000042797",
2973
  "ENSMUSG00000042810",
2974
  "ENSMUSG00000042821",
2975
+ "ENSMUSG00000042831",
2976
  "ENSMUSG00000042842",
2977
  "ENSMUSG00000042870",
2978
  "ENSMUSG00000042901",
 
3011
  "ENSMUSG00000043953",
3012
  "ENSMUSG00000043998",
3013
  "ENSMUSG00000044017",
 
3014
  "ENSMUSG00000044043",
3015
  "ENSMUSG00000044072",
3016
  "ENSMUSG00000044092",
 
3038
  "ENSMUSG00000044534",
3039
  "ENSMUSG00000044562",
3040
  "ENSMUSG00000044583",
3041
+ "ENSMUSG00000044617",
3042
  "ENSMUSG00000044629",
3043
  "ENSMUSG00000044646",
3044
  "ENSMUSG00000044674",
 
3071
  "ENSMUSG00000045362",
3072
  "ENSMUSG00000045374",
3073
  "ENSMUSG00000045394",
 
3074
  "ENSMUSG00000045464",
3075
  "ENSMUSG00000045466",
3076
  "ENSMUSG00000045502",
 
3091
  "ENSMUSG00000045795",
3092
  "ENSMUSG00000045822",
3093
  "ENSMUSG00000045826",
 
3094
  "ENSMUSG00000045854",
3095
  "ENSMUSG00000045917",
3096
  "ENSMUSG00000045930",
 
3108
  "ENSMUSG00000046157",
3109
  "ENSMUSG00000046185",
3110
  "ENSMUSG00000046186",
 
3111
  "ENSMUSG00000046207",
3112
  "ENSMUSG00000046223",
3113
  "ENSMUSG00000046245",
 
3119
  "ENSMUSG00000046380",
3120
  "ENSMUSG00000046404",
3121
  "ENSMUSG00000046470",
 
3122
  "ENSMUSG00000046593",
3123
  "ENSMUSG00000046598",
3124
  "ENSMUSG00000046605",
 
3162
  "ENSMUSG00000047539",
3163
  "ENSMUSG00000047557",
3164
  "ENSMUSG00000047583",
3165
+ "ENSMUSG00000047617",
3166
  "ENSMUSG00000047635",
3167
  "ENSMUSG00000047649",
3168
  "ENSMUSG00000047767",
 
3179
  "ENSMUSG00000047910",
3180
  "ENSMUSG00000047921",
3181
  "ENSMUSG00000048096",
3182
+ "ENSMUSG00000048100",
3183
  "ENSMUSG00000048120",
3184
  "ENSMUSG00000048126",
3185
  "ENSMUSG00000048163",
 
3208
  "ENSMUSG00000048787",
3209
  "ENSMUSG00000048796",
3210
  "ENSMUSG00000048807",
 
3211
  "ENSMUSG00000048897",
3212
  "ENSMUSG00000048921",
3213
  "ENSMUSG00000048924",
3214
  "ENSMUSG00000049044",
3215
  "ENSMUSG00000049103",
 
3216
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3217
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3218
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3343
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3344
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3345
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3346
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3347
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3348
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3485
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3486
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3487
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3488
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3489
  "ENSMUSG00000056459",
3490
  "ENSMUSG00000056481",
 
3522
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3523
  "ENSMUSG00000057554",
3524
  "ENSMUSG00000057572",
 
3525
  "ENSMUSG00000057604",
3526
  "ENSMUSG00000057729",
3527
  "ENSMUSG00000057751",
3528
  "ENSMUSG00000057835",
 
3529
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3530
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3531
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3553
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3554
  "ENSMUSG00000058589",
3555
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3556
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3557
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3558
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3559
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3585
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3586
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3587
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3588
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3589
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3590
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3592
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3593
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3594
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3595
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3596
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3630
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3631
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3632
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3633
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3634
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3635
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3666
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3671
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3686
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3687
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3688
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3689
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3690
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3691
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3695
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3696
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3697
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3698
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3699
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3700
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3701
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3702
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3703
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3704
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3707
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3708
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3709
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3710
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3711
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3712
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3713
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3716
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3717
  "ENSMUSG00000067235",
3718
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3719
  "ENSMUSG00000067279",
3720
  "ENSMUSG00000067336",
3721
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3728
  "ENSMUSG00000067931",
3729
  "ENSMUSG00000068079",
3730
  "ENSMUSG00000068105",
3731
+ "ENSMUSG00000068129",
3732
  "ENSMUSG00000068196",
3733
  "ENSMUSG00000068206",
3734
  "ENSMUSG00000068227",
 
3821
  "ENSMUSG00000073411",
3822
  "ENSMUSG00000073418",
3823
  "ENSMUSG00000073421",
3824
+ "ENSMUSG00000073422",
3825
  "ENSMUSG00000073423",
3826
  "ENSMUSG00000073436",
3827
  "ENSMUSG00000073538",
 
3861
  "ENSMUSG00000074912",
3862
  "ENSMUSG00000074971",
3863
  "ENSMUSG00000075227",
3864
+ "ENSMUSG00000075266",
3865
  "ENSMUSG00000075389",
3866
  "ENSMUSG00000075410",
3867
  "ENSMUSG00000075592",
 
3910
  "ENSMUSG00000079588",
3911
  "ENSMUSG00000079605",
3912
  "ENSMUSG00000079659",
3913
+ "ENSMUSG00000080268",
3914
  "ENSMUSG00000084799",
3915
  "ENSMUSG00000084808",
3916
  "ENSMUSG00000084880",
 
3937
  "ENSMUSG00000090077",
3938
  "ENSMUSG00000090083",
3939
  "ENSMUSG00000090084",
 
3940
  "ENSMUSG00000090164",
3941
  "ENSMUSG00000090231",
3942
  "ENSMUSG00000090394",
3943
+ "ENSMUSG00000090919",
3944
  "ENSMUSG00000090958",
3945
  "ENSMUSG00000091050",
3946
  "ENSMUSG00000091264",
 
3994
  "ENSMUSG00000103567",
3995
  "ENSMUSG00000103711",
3996
  "ENSMUSG00000103906",
 
3997
  "ENSMUSG00000107283",
3998
  "ENSMUSG00000109511",
3999
  "ENSMUSG00000109865",
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