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popV
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tabula_muris_Heart_10x

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
55c8982
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1 Parent(s): 0c2e5ea

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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 +62 -62
  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| endothelial cell of coronary artery | 336 | 0.98 | 0.97 | 0.99 | 0.99 | 0.00 | 0.99 | 0.99 | 0.99 | 0.99 |\n| fibroblast of cardiac tissue | 249 | 1.00 | 1.00 | 1.00 | 1.00 | 0.00 | 1.00 | 1.00 | 1.00 | 1.00 |\n| leukocyte | 86 | 1.00 | 0.99 | 0.99 | 1.00 | 0.00 | 1.00 | 1.00 | 1.00 | 1.00 |\n| endocardial cell | 67 | 0.95 | 0.96 | 0.97 | 0.98 | 0.00 | 0.98 | 0.97 | 0.96 | 0.97 |\n| smooth muscle cell | 43 | 0.96 | 0.95 | 0.95 | 0.95 | 0.00 | 0.98 | 0.98 | 0.97 | 0.96 |\n| erythrocyte | 31 | 0.91 | 0.81 | 0.93 | 0.95 | 0.00 | 0.95 | 1.00 | 0.98 | 0.95 |\n| cardiac muscle cell | 36 | 1.00 | 1.00 | 1.00 | 1.00 | 0.00 | 1.00 | 1.00 | 1.00 | 1.00 |\n| cardiac neuron | 5 | 1.00 | 1.00 | 1.00 | 1.00 | 0.00 | 1.00 | 0.91 | 1.00 | 1.00 |\n| mast cell | 9 | 1.00 | 1.00 | 1.00 | 1.00 | 0.00 | 1.00 | 1.00 | 1.00 | 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| endothelial cell of coronary artery | 2957 | 0.98 | 0.97 | 0.99 | 0.99 | 0.00 | 0.99 | 0.99 | 0.99 | 0.99 |\n| fibroblast of cardiac tissue | 2160 | 1.00 | 1.00 | 1.00 | 1.00 | 0.00 | 1.00 | 1.00 | 1.00 | 1.00 |\n| leukocyte | 864 | 1.00 | 1.00 | 1.00 | 1.00 | 0.00 | 1.00 | 1.00 | 1.00 | 1.00 |\n| endocardial cell | 611 | 0.94 | 0.96 | 0.98 | 0.97 | 0.00 | 0.97 | 0.99 | 0.98 | 0.99 |\n| smooth muscle cell | 393 | 0.95 | 0.94 | 0.97 | 0.95 | 0.00 | 0.98 | 0.99 | 0.99 | 0.98 |\n| erythrocyte | 325 | 0.96 | 0.88 | 0.97 | 0.97 | 0.00 | 0.99 | 0.99 | 0.97 | 0.98 |\n| cardiac muscle cell | 298 | 1.00 | 1.00 | 1.00 | 1.00 | 0.00 | 1.00 | 1.00 | 1.00 | 1.00 |\n| cardiac neuron | 76 | 0.96 | 0.94 | 0.99 | 0.91 | 0.00 | 0.99 | 1.00 | 0.99 | 1.00 |\n| mast cell | 67 | 1.00 | 1.00 | 0.99 | 0.97 | 0.00 | 0.97 | 1.00 | 1.00 | 1.00 |"
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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| endothelial cell of coronary artery | 318 | 0.98 | 0.97 | 0.98 | 0.99 | 0.00 | 0.99 | 0.99 | 0.99 | 0.99 |\n| fibroblast of cardiac tissue | 250 | 1.00 | 1.00 | 1.00 | 1.00 | 0.00 | 1.00 | 1.00 | 1.00 | 1.00 |\n| leukocyte | 88 | 1.00 | 0.99 | 1.00 | 1.00 | 0.00 | 1.00 | 1.00 | 1.00 | 1.00 |\n| endocardial cell | 66 | 0.96 | 0.96 | 0.97 | 0.98 | 0.00 | 0.95 | 0.97 | 0.98 | 0.98 |\n| smooth muscle cell | 43 | 0.95 | 0.95 | 0.95 | 0.98 | 0.00 | 0.99 | 0.99 | 0.98 | 0.98 |\n| erythrocyte | 39 | 0.93 | 0.85 | 0.93 | 0.96 | 0.00 | 0.96 | 1.00 | 1.00 | 0.99 |\n| cardiac muscle cell | 42 | 1.00 | 1.00 | 0.99 | 1.00 | 0.00 | 0.99 | 1.00 | 1.00 | 1.00 |\n| cardiac neuron | 7 | 1.00 | 1.00 | 1.00 | 0.88 | 0.00 | 1.00 | 1.00 | 1.00 | 1.00 |\n| mast cell | 9 | 1.00 | 1.00 | 1.00 | 1.00 | 0.00 | 1.00 | 1.00 | 1.00 | 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| endothelial cell of coronary artery | 2975 | 0.98 | 0.97 | 0.99 | 0.99 | 0.00 | 0.98 | 0.99 | 0.99 | 0.99 |\n| fibroblast of cardiac tissue | 2159 | 1.00 | 1.00 | 1.00 | 1.00 | 0.00 | 1.00 | 1.00 | 1.00 | 1.00 |\n| leukocyte | 862 | 1.00 | 1.00 | 1.00 | 1.00 | 0.00 | 1.00 | 1.00 | 1.00 | 1.00 |\n| endocardial cell | 612 | 0.94 | 0.96 | 0.98 | 0.98 | 0.00 | 0.94 | 0.98 | 0.98 | 0.99 |\n| smooth muscle cell | 393 | 0.95 | 0.94 | 0.98 | 0.96 | 0.00 | 0.96 | 0.99 | 0.97 | 0.98 |\n| erythrocyte | 317 | 0.96 | 0.87 | 0.96 | 0.98 | 0.00 | 0.99 | 0.99 | 0.98 | 0.98 |\n| cardiac muscle cell | 292 | 1.00 | 1.00 | 1.00 | 1.00 | 0.00 | 1.00 | 1.00 | 1.00 | 1.00 |\n| cardiac neuron | 74 | 0.97 | 0.94 | 0.99 | 0.93 | 0.00 | 0.95 | 1.00 | 0.99 | 1.00 |\n| mast cell | 67 | 1.00 | 1.00 | 0.99 | 0.99 | 0.00 | 1.00 | 1.00 | 1.00 | 1.00 |"
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1632
  "ENSMUSG00000028680",
1633
  "ENSMUSG00000028683",
 
1634
  "ENSMUSG00000028691",
1635
  "ENSMUSG00000028693",
1636
  "ENSMUSG00000028698",
@@ -1649,12 +1652,9 @@
1649
  "ENSMUSG00000028780",
1650
  "ENSMUSG00000028792",
1651
  "ENSMUSG00000028793",
1652
- "ENSMUSG00000028803",
1653
  "ENSMUSG00000028832",
1654
  "ENSMUSG00000028834",
1655
- "ENSMUSG00000028840",
1656
  "ENSMUSG00000028843",
1657
- "ENSMUSG00000028854",
1658
  "ENSMUSG00000028859",
1659
  "ENSMUSG00000028862",
1660
  "ENSMUSG00000028871",
@@ -1664,7 +1664,6 @@
1664
  "ENSMUSG00000028909",
1665
  "ENSMUSG00000028910",
1666
  "ENSMUSG00000028917",
1667
- "ENSMUSG00000028919",
1668
  "ENSMUSG00000028926",
1669
  "ENSMUSG00000028931",
1670
  "ENSMUSG00000028937",
@@ -1682,7 +1681,6 @@
1682
  "ENSMUSG00000028989",
1683
  "ENSMUSG00000028995",
1684
  "ENSMUSG00000028996",
1685
- "ENSMUSG00000028999",
1686
  "ENSMUSG00000029009",
1687
  "ENSMUSG00000029019",
1688
  "ENSMUSG00000029020",
@@ -1719,7 +1717,6 @@
1719
  "ENSMUSG00000029253",
1720
  "ENSMUSG00000029270",
1721
  "ENSMUSG00000029276",
1722
- "ENSMUSG00000029279",
1723
  "ENSMUSG00000029287",
1724
  "ENSMUSG00000029291",
1725
  "ENSMUSG00000029298",
@@ -1787,6 +1784,7 @@
1787
  "ENSMUSG00000029710",
1788
  "ENSMUSG00000029718",
1789
  "ENSMUSG00000029730",
 
1790
  "ENSMUSG00000029752",
1791
  "ENSMUSG00000029759",
1792
  "ENSMUSG00000029761",
@@ -1840,6 +1838,7 @@
1840
  "ENSMUSG00000030148",
1841
  "ENSMUSG00000030161",
1842
  "ENSMUSG00000030170",
 
1843
  "ENSMUSG00000030187",
1844
  "ENSMUSG00000030199",
1845
  "ENSMUSG00000030203",
@@ -1874,7 +1873,6 @@
1874
  "ENSMUSG00000030411",
1875
  "ENSMUSG00000030413",
1876
  "ENSMUSG00000030465",
1877
- "ENSMUSG00000030469",
1878
  "ENSMUSG00000030470",
1879
  "ENSMUSG00000030474",
1880
  "ENSMUSG00000030494",
@@ -1928,7 +1926,6 @@
1928
  "ENSMUSG00000030798",
1929
  "ENSMUSG00000030830",
1930
  "ENSMUSG00000030844",
1931
- "ENSMUSG00000030852",
1932
  "ENSMUSG00000030862",
1933
  "ENSMUSG00000030869",
1934
  "ENSMUSG00000030870",
@@ -1937,8 +1934,8 @@
1937
  "ENSMUSG00000030884",
1938
  "ENSMUSG00000030889",
1939
  "ENSMUSG00000030921",
 
1940
  "ENSMUSG00000030978",
1941
- "ENSMUSG00000030987",
1942
  "ENSMUSG00000030996",
1943
  "ENSMUSG00000031016",
1944
  "ENSMUSG00000031024",
@@ -2095,7 +2092,6 @@
2095
  "ENSMUSG00000032010",
2096
  "ENSMUSG00000032011",
2097
  "ENSMUSG00000032014",
2098
- "ENSMUSG00000032018",
2099
  "ENSMUSG00000032020",
2100
  "ENSMUSG00000032035",
2101
  "ENSMUSG00000032038",
@@ -2114,7 +2110,6 @@
2114
  "ENSMUSG00000032135",
2115
  "ENSMUSG00000032175",
2116
  "ENSMUSG00000032177",
2117
- "ENSMUSG00000032184",
2118
  "ENSMUSG00000032186",
2119
  "ENSMUSG00000032192",
2120
  "ENSMUSG00000032193",
@@ -2162,6 +2157,7 @@
2162
  "ENSMUSG00000032413",
2163
  "ENSMUSG00000032418",
2164
  "ENSMUSG00000032419",
 
2165
  "ENSMUSG00000032431",
2166
  "ENSMUSG00000032436",
2167
  "ENSMUSG00000032440",
@@ -2199,13 +2195,11 @@
2199
  "ENSMUSG00000032715",
2200
  "ENSMUSG00000032717",
2201
  "ENSMUSG00000032725",
2202
- "ENSMUSG00000032727",
2203
  "ENSMUSG00000032735",
2204
  "ENSMUSG00000032737",
2205
  "ENSMUSG00000032744",
2206
  "ENSMUSG00000032750",
2207
  "ENSMUSG00000032766",
2208
- "ENSMUSG00000032777",
2209
  "ENSMUSG00000032786",
2210
  "ENSMUSG00000032788",
2211
  "ENSMUSG00000032802",
@@ -2227,6 +2221,7 @@
2227
  "ENSMUSG00000032911",
2228
  "ENSMUSG00000032913",
2229
  "ENSMUSG00000032925",
 
2230
  "ENSMUSG00000032946",
2231
  "ENSMUSG00000032997",
2232
  "ENSMUSG00000033009",
@@ -2283,7 +2278,6 @@
2283
  "ENSMUSG00000033589",
2284
  "ENSMUSG00000033596",
2285
  "ENSMUSG00000033610",
2286
- "ENSMUSG00000033671",
2287
  "ENSMUSG00000033685",
2288
  "ENSMUSG00000033715",
2289
  "ENSMUSG00000033720",
@@ -2321,7 +2315,6 @@
2321
  "ENSMUSG00000034265",
2322
  "ENSMUSG00000034266",
2323
  "ENSMUSG00000034271",
2324
- "ENSMUSG00000034285",
2325
  "ENSMUSG00000034292",
2326
  "ENSMUSG00000034327",
2327
  "ENSMUSG00000034330",
@@ -2354,7 +2347,6 @@
2354
  "ENSMUSG00000034664",
2355
  "ENSMUSG00000034675",
2356
  "ENSMUSG00000034684",
2357
- "ENSMUSG00000034685",
2358
  "ENSMUSG00000034686",
2359
  "ENSMUSG00000034708",
2360
  "ENSMUSG00000034714",
@@ -2459,8 +2451,8 @@
2459
  "ENSMUSG00000036019",
2460
  "ENSMUSG00000036046",
2461
  "ENSMUSG00000036053",
2462
- "ENSMUSG00000036057",
2463
  "ENSMUSG00000036061",
 
2464
  "ENSMUSG00000036103",
2465
  "ENSMUSG00000036106",
2466
  "ENSMUSG00000036111",
@@ -2471,7 +2463,6 @@
2471
  "ENSMUSG00000036206",
2472
  "ENSMUSG00000036225",
2473
  "ENSMUSG00000036246",
2474
- "ENSMUSG00000036249",
2475
  "ENSMUSG00000036256",
2476
  "ENSMUSG00000036273",
2477
  "ENSMUSG00000036278",
@@ -2490,6 +2481,7 @@
2490
  "ENSMUSG00000036478",
2491
  "ENSMUSG00000036528",
2492
  "ENSMUSG00000036533",
 
2493
  "ENSMUSG00000036545",
2494
  "ENSMUSG00000036553",
2495
  "ENSMUSG00000036560",
@@ -2497,13 +2489,13 @@
2497
  "ENSMUSG00000036565",
2498
  "ENSMUSG00000036570",
2499
  "ENSMUSG00000036585",
 
2500
  "ENSMUSG00000036594",
2501
  "ENSMUSG00000036606",
2502
  "ENSMUSG00000036611",
2503
  "ENSMUSG00000036617",
2504
  "ENSMUSG00000036620",
2505
  "ENSMUSG00000036622",
2506
- "ENSMUSG00000036639",
2507
  "ENSMUSG00000036655",
2508
  "ENSMUSG00000036661",
2509
  "ENSMUSG00000036672",
@@ -2578,7 +2570,6 @@
2578
  "ENSMUSG00000037613",
2579
  "ENSMUSG00000037621",
2580
  "ENSMUSG00000037624",
2581
- "ENSMUSG00000037638",
2582
  "ENSMUSG00000037649",
2583
  "ENSMUSG00000037656",
2584
  "ENSMUSG00000037661",
@@ -2592,6 +2583,7 @@
2592
  "ENSMUSG00000037736",
2593
  "ENSMUSG00000037754",
2594
  "ENSMUSG00000037761",
 
2595
  "ENSMUSG00000037784",
2596
  "ENSMUSG00000037813",
2597
  "ENSMUSG00000037816",
@@ -2662,13 +2654,13 @@
2662
  "ENSMUSG00000038375",
2663
  "ENSMUSG00000038388",
2664
  "ENSMUSG00000038400",
2665
- "ENSMUSG00000038403",
2666
  "ENSMUSG00000038418",
2667
  "ENSMUSG00000038451",
2668
  "ENSMUSG00000038456",
2669
  "ENSMUSG00000038462",
2670
  "ENSMUSG00000038463",
2671
  "ENSMUSG00000038481",
 
2672
  "ENSMUSG00000038508",
2673
  "ENSMUSG00000038517",
2674
  "ENSMUSG00000038518",
@@ -2710,6 +2702,7 @@
2710
  "ENSMUSG00000038886",
2711
  "ENSMUSG00000038893",
2712
  "ENSMUSG00000038894",
 
2713
  "ENSMUSG00000038903",
2714
  "ENSMUSG00000038910",
2715
  "ENSMUSG00000038936",
@@ -2734,7 +2727,6 @@
2734
  "ENSMUSG00000039206",
2735
  "ENSMUSG00000039208",
2736
  "ENSMUSG00000039217",
2737
- "ENSMUSG00000039220",
2738
  "ENSMUSG00000039221",
2739
  "ENSMUSG00000039231",
2740
  "ENSMUSG00000039232",
@@ -2766,13 +2758,13 @@
2766
  "ENSMUSG00000039519",
2767
  "ENSMUSG00000039529",
2768
  "ENSMUSG00000039542",
2769
- "ENSMUSG00000039599",
2770
  "ENSMUSG00000039601",
2771
  "ENSMUSG00000039607",
2772
  "ENSMUSG00000039621",
2773
  "ENSMUSG00000039637",
2774
  "ENSMUSG00000039646",
2775
  "ENSMUSG00000039652",
 
2776
  "ENSMUSG00000039680",
2777
  "ENSMUSG00000039686",
2778
  "ENSMUSG00000039699",
@@ -2811,6 +2803,7 @@
2811
  "ENSMUSG00000040037",
2812
  "ENSMUSG00000040040",
2813
  "ENSMUSG00000040048",
 
2814
  "ENSMUSG00000040118",
2815
  "ENSMUSG00000040124",
2816
  "ENSMUSG00000040139",
@@ -2832,10 +2825,10 @@
2832
  "ENSMUSG00000040283",
2833
  "ENSMUSG00000040289",
2834
  "ENSMUSG00000040296",
2835
- "ENSMUSG00000040312",
2836
  "ENSMUSG00000040327",
2837
  "ENSMUSG00000040339",
2838
  "ENSMUSG00000040345",
 
2839
  "ENSMUSG00000040428",
2840
  "ENSMUSG00000040430",
2841
  "ENSMUSG00000040433",
@@ -2877,7 +2870,6 @@
2877
  "ENSMUSG00000040710",
2878
  "ENSMUSG00000040711",
2879
  "ENSMUSG00000040713",
2880
- "ENSMUSG00000040717",
2881
  "ENSMUSG00000040721",
2882
  "ENSMUSG00000040722",
2883
  "ENSMUSG00000040732",
@@ -2912,6 +2904,7 @@
2912
  "ENSMUSG00000041132",
2913
  "ENSMUSG00000041134",
2914
  "ENSMUSG00000041135",
 
2915
  "ENSMUSG00000041187",
2916
  "ENSMUSG00000041189",
2917
  "ENSMUSG00000041235",
@@ -2940,6 +2933,7 @@
2940
  "ENSMUSG00000041624",
2941
  "ENSMUSG00000041633",
2942
  "ENSMUSG00000041654",
 
2943
  "ENSMUSG00000041688",
2944
  "ENSMUSG00000041696",
2945
  "ENSMUSG00000041702",
@@ -2993,6 +2987,7 @@
2993
  "ENSMUSG00000042348",
2994
  "ENSMUSG00000042349",
2995
  "ENSMUSG00000042354",
 
2996
  "ENSMUSG00000042426",
2997
  "ENSMUSG00000042436",
2998
  "ENSMUSG00000042439",
@@ -3012,6 +3007,7 @@
3012
  "ENSMUSG00000042684",
3013
  "ENSMUSG00000042688",
3014
  "ENSMUSG00000042700",
 
3015
  "ENSMUSG00000042734",
3016
  "ENSMUSG00000042745",
3017
  "ENSMUSG00000042757",
@@ -3022,6 +3018,7 @@
3022
  "ENSMUSG00000042821",
3023
  "ENSMUSG00000042842",
3024
  "ENSMUSG00000042851",
 
3025
  "ENSMUSG00000042903",
3026
  "ENSMUSG00000042918",
3027
  "ENSMUSG00000043004",
@@ -3049,7 +3046,6 @@
3049
  "ENSMUSG00000043496",
3050
  "ENSMUSG00000043505",
3051
  "ENSMUSG00000043518",
3052
- "ENSMUSG00000043556",
3053
  "ENSMUSG00000043613",
3054
  "ENSMUSG00000043629",
3055
  "ENSMUSG00000043631",
@@ -3066,11 +3062,11 @@
3066
  "ENSMUSG00000044033",
3067
  "ENSMUSG00000044037",
3068
  "ENSMUSG00000044043",
 
3069
  "ENSMUSG00000044080",
3070
  "ENSMUSG00000044092",
3071
  "ENSMUSG00000044199",
3072
  "ENSMUSG00000044206",
3073
- "ENSMUSG00000044221",
3074
  "ENSMUSG00000044252",
3075
  "ENSMUSG00000044258",
3076
  "ENSMUSG00000044317",
@@ -3103,7 +3099,6 @@
3103
  "ENSMUSG00000044813",
3104
  "ENSMUSG00000044847",
3105
  "ENSMUSG00000044894",
3106
- "ENSMUSG00000044906",
3107
  "ENSMUSG00000044921",
3108
  "ENSMUSG00000044927",
3109
  "ENSMUSG00000044934",
@@ -3122,6 +3117,7 @@
3122
  "ENSMUSG00000045201",
3123
  "ENSMUSG00000045211",
3124
  "ENSMUSG00000045216",
 
3125
  "ENSMUSG00000045287",
3126
  "ENSMUSG00000045294",
3127
  "ENSMUSG00000045312",
@@ -3138,6 +3134,7 @@
3138
  "ENSMUSG00000045573",
3139
  "ENSMUSG00000045625",
3140
  "ENSMUSG00000045629",
 
3141
  "ENSMUSG00000045658",
3142
  "ENSMUSG00000045667",
3143
  "ENSMUSG00000045671",
@@ -3157,6 +3154,7 @@
3157
  "ENSMUSG00000046058",
3158
  "ENSMUSG00000046157",
3159
  "ENSMUSG00000046186",
 
3160
  "ENSMUSG00000046207",
3161
  "ENSMUSG00000046223",
3162
  "ENSMUSG00000046245",
@@ -3175,6 +3173,7 @@
3175
  "ENSMUSG00000046532",
3176
  "ENSMUSG00000046546",
3177
  "ENSMUSG00000046573",
 
3178
  "ENSMUSG00000046688",
3179
  "ENSMUSG00000046714",
3180
  "ENSMUSG00000046718",
@@ -3208,10 +3207,10 @@
3208
  "ENSMUSG00000047648",
3209
  "ENSMUSG00000047649",
3210
  "ENSMUSG00000047656",
3211
- "ENSMUSG00000047669",
3212
  "ENSMUSG00000047735",
3213
  "ENSMUSG00000047747",
3214
  "ENSMUSG00000047777",
 
3215
  "ENSMUSG00000047821",
3216
  "ENSMUSG00000047844",
3217
  "ENSMUSG00000047867",
@@ -3238,7 +3237,6 @@
3238
  "ENSMUSG00000048387",
3239
  "ENSMUSG00000048388",
3240
  "ENSMUSG00000048416",
3241
- "ENSMUSG00000048440",
3242
  "ENSMUSG00000048450",
3243
  "ENSMUSG00000048497",
3244
  "ENSMUSG00000048503",
@@ -3277,8 +3275,6 @@
3277
  "ENSMUSG00000049643",
3278
  "ENSMUSG00000049744",
3279
  "ENSMUSG00000049775",
3280
- "ENSMUSG00000049791",
3281
- "ENSMUSG00000049804",
3282
  "ENSMUSG00000049807",
3283
  "ENSMUSG00000049866",
3284
  "ENSMUSG00000049878",
@@ -3326,6 +3322,7 @@
3326
  "ENSMUSG00000051043",
3327
  "ENSMUSG00000051098",
3328
  "ENSMUSG00000051124",
 
3329
  "ENSMUSG00000051177",
3330
  "ENSMUSG00000051212",
3331
  "ENSMUSG00000051236",
@@ -3353,7 +3350,6 @@
3353
  "ENSMUSG00000051855",
3354
  "ENSMUSG00000051906",
3355
  "ENSMUSG00000052056",
3356
- "ENSMUSG00000052062",
3357
  "ENSMUSG00000052085",
3358
  "ENSMUSG00000052102",
3359
  "ENSMUSG00000052155",
@@ -3361,7 +3357,6 @@
3361
  "ENSMUSG00000052296",
3362
  "ENSMUSG00000052310",
3363
  "ENSMUSG00000052336",
3364
- "ENSMUSG00000052369",
3365
  "ENSMUSG00000052374",
3366
  "ENSMUSG00000052397",
3367
  "ENSMUSG00000052415",
@@ -3398,6 +3393,7 @@
3398
  "ENSMUSG00000053175",
3399
  "ENSMUSG00000053192",
3400
  "ENSMUSG00000053279",
 
3401
  "ENSMUSG00000053329",
3402
  "ENSMUSG00000053332",
3403
  "ENSMUSG00000053390",
@@ -3587,6 +3583,7 @@
3587
  "ENSMUSG00000060216",
3588
  "ENSMUSG00000060227",
3589
  "ENSMUSG00000060240",
 
3590
  "ENSMUSG00000060336",
3591
  "ENSMUSG00000060550",
3592
  "ENSMUSG00000060568",
@@ -3637,7 +3634,6 @@
3637
  "ENSMUSG00000062098",
3638
  "ENSMUSG00000062115",
3639
  "ENSMUSG00000062127",
3640
- "ENSMUSG00000062198",
3641
  "ENSMUSG00000062210",
3642
  "ENSMUSG00000062232",
3643
  "ENSMUSG00000062248",
@@ -3652,13 +3648,13 @@
3652
  "ENSMUSG00000062729",
3653
  "ENSMUSG00000062825",
3654
  "ENSMUSG00000062866",
 
3655
  "ENSMUSG00000062908",
3656
  "ENSMUSG00000062929",
3657
  "ENSMUSG00000062931",
3658
  "ENSMUSG00000062960",
3659
  "ENSMUSG00000062981",
3660
  "ENSMUSG00000062995",
3661
- "ENSMUSG00000063047",
3662
  "ENSMUSG00000063049",
3663
  "ENSMUSG00000063060",
3664
  "ENSMUSG00000063146",
@@ -3692,6 +3688,7 @@
3692
  "ENSMUSG00000064294",
3693
  "ENSMUSG00000064302",
3694
  "ENSMUSG00000066043",
 
3695
  "ENSMUSG00000066151",
3696
  "ENSMUSG00000066233",
3697
  "ENSMUSG00000066278",
@@ -3708,6 +3705,7 @@
3708
  "ENSMUSG00000066842",
3709
  "ENSMUSG00000066877",
3710
  "ENSMUSG00000066894",
 
3711
  "ENSMUSG00000067158",
3712
  "ENSMUSG00000067279",
3713
  "ENSMUSG00000067336",
@@ -3793,6 +3791,7 @@
3793
  "ENSMUSG00000071984",
3794
  "ENSMUSG00000072115",
3795
  "ENSMUSG00000072235",
 
3796
  "ENSMUSG00000072568",
3797
  "ENSMUSG00000072620",
3798
  "ENSMUSG00000072623",
@@ -3826,10 +3825,10 @@
3826
  "ENSMUSG00000074093",
3827
  "ENSMUSG00000074102",
3828
  "ENSMUSG00000074151",
3829
- "ENSMUSG00000074165",
3830
  "ENSMUSG00000074170",
3831
  "ENSMUSG00000074207",
3832
  "ENSMUSG00000074218",
 
3833
  "ENSMUSG00000074227",
3834
  "ENSMUSG00000074264",
3835
  "ENSMUSG00000074272",
@@ -3888,11 +3887,11 @@
3888
  "ENSMUSG00000079020",
3889
  "ENSMUSG00000079037",
3890
  "ENSMUSG00000079056",
 
3891
  "ENSMUSG00000079111",
3892
  "ENSMUSG00000079144",
3893
  "ENSMUSG00000079168",
3894
  "ENSMUSG00000079227",
3895
- "ENSMUSG00000079243",
3896
  "ENSMUSG00000079334",
3897
  "ENSMUSG00000079363",
3898
  "ENSMUSG00000079419",
@@ -3938,6 +3937,7 @@
3938
  "ENSMUSG00000090394",
3939
  "ENSMUSG00000090439",
3940
  "ENSMUSG00000090523",
 
3941
  "ENSMUSG00000090698",
3942
  "ENSMUSG00000090841",
3943
  "ENSMUSG00000090877",
@@ -3954,7 +3954,7 @@
3954
  "ENSMUSG00000093930",
3955
  "ENSMUSG00000093938",
3956
  "ENSMUSG00000094248",
3957
- "ENSMUSG00000094441",
3958
  "ENSMUSG00000094786",
3959
  "ENSMUSG00000094936",
3960
  "ENSMUSG00000095180",
 
13
  "ENSMUSG00000000266",
14
  "ENSMUSG00000000276",
15
  "ENSMUSG00000000278",
16
+ "ENSMUSG00000000282",
17
  "ENSMUSG00000000290",
18
  "ENSMUSG00000000295",
19
  "ENSMUSG00000000317",
 
54
  "ENSMUSG00000001128",
55
  "ENSMUSG00000001131",
56
  "ENSMUSG00000001156",
57
+ "ENSMUSG00000001173",
58
  "ENSMUSG00000001227",
59
  "ENSMUSG00000001240",
60
  "ENSMUSG00000001247",
 
69
  "ENSMUSG00000001493",
70
  "ENSMUSG00000001494",
71
  "ENSMUSG00000001506",
 
72
  "ENSMUSG00000001525",
73
  "ENSMUSG00000001542",
74
  "ENSMUSG00000001552",
 
156
  "ENSMUSG00000003382",
157
  "ENSMUSG00000003418",
158
  "ENSMUSG00000003420",
 
159
  "ENSMUSG00000003477",
160
  "ENSMUSG00000003484",
161
  "ENSMUSG00000003518",
 
164
  "ENSMUSG00000003541",
165
  "ENSMUSG00000003545",
166
  "ENSMUSG00000003549",
 
167
  "ENSMUSG00000003604",
168
  "ENSMUSG00000003617",
169
  "ENSMUSG00000003644",
170
  "ENSMUSG00000003665",
171
  "ENSMUSG00000003746",
 
172
  "ENSMUSG00000003810",
173
  "ENSMUSG00000003812",
174
  "ENSMUSG00000003824",
 
236
  "ENSMUSG00000005611",
237
  "ENSMUSG00000005667",
238
  "ENSMUSG00000005672",
239
+ "ENSMUSG00000005682",
240
  "ENSMUSG00000005683",
241
  "ENSMUSG00000005686",
242
  "ENSMUSG00000005802",
 
246
  "ENSMUSG00000006205",
247
  "ENSMUSG00000006219",
248
  "ENSMUSG00000006221",
249
+ "ENSMUSG00000006262",
250
  "ENSMUSG00000006273",
251
  "ENSMUSG00000006281",
252
  "ENSMUSG00000006344",
 
261
  "ENSMUSG00000006519",
262
  "ENSMUSG00000006527",
263
  "ENSMUSG00000006576",
 
264
  "ENSMUSG00000006586",
265
  "ENSMUSG00000006589",
266
  "ENSMUSG00000006642",
 
317
  "ENSMUSG00000010307",
318
  "ENSMUSG00000010476",
319
  "ENSMUSG00000010609",
320
+ "ENSMUSG00000010660",
321
  "ENSMUSG00000010830",
322
  "ENSMUSG00000010914",
323
  "ENSMUSG00000011179",
 
344
  "ENSMUSG00000014303",
345
  "ENSMUSG00000014313",
346
  "ENSMUSG00000014329",
 
347
  "ENSMUSG00000014599",
348
  "ENSMUSG00000014602",
349
  "ENSMUSG00000014773",
 
400
  "ENSMUSG00000016386",
401
  "ENSMUSG00000016427",
402
  "ENSMUSG00000016458",
 
403
  "ENSMUSG00000016494",
404
  "ENSMUSG00000016496",
405
  "ENSMUSG00000016520",
 
428
  "ENSMUSG00000017548",
429
  "ENSMUSG00000017631",
430
  "ENSMUSG00000017652",
431
+ "ENSMUSG00000017664",
432
  "ENSMUSG00000017679",
433
  "ENSMUSG00000017697",
434
  "ENSMUSG00000017737",
 
444
  "ENSMUSG00000017978",
445
  "ENSMUSG00000018008",
446
  "ENSMUSG00000018012",
447
+ "ENSMUSG00000018068",
448
  "ENSMUSG00000018169",
449
  "ENSMUSG00000018209",
450
  "ENSMUSG00000018217",
 
478
  "ENSMUSG00000018861",
479
  "ENSMUSG00000018893",
480
  "ENSMUSG00000018899",
 
481
  "ENSMUSG00000018909",
482
  "ENSMUSG00000018920",
483
  "ENSMUSG00000018921",
 
575
  "ENSMUSG00000020183",
576
  "ENSMUSG00000020186",
577
  "ENSMUSG00000020205",
578
+ "ENSMUSG00000020212",
579
  "ENSMUSG00000020235",
580
  "ENSMUSG00000020241",
581
  "ENSMUSG00000020250",
582
  "ENSMUSG00000020251",
 
583
  "ENSMUSG00000020262",
584
  "ENSMUSG00000020263",
585
  "ENSMUSG00000020272",
586
+ "ENSMUSG00000020273",
587
  "ENSMUSG00000020275",
588
+ "ENSMUSG00000020277",
589
  "ENSMUSG00000020303",
590
  "ENSMUSG00000020309",
591
  "ENSMUSG00000020312",
 
637
  "ENSMUSG00000020676",
638
  "ENSMUSG00000020681",
639
  "ENSMUSG00000020689",
 
640
  "ENSMUSG00000020695",
641
  "ENSMUSG00000020709",
642
  "ENSMUSG00000020717",
 
731
  "ENSMUSG00000021457",
732
  "ENSMUSG00000021458",
733
  "ENSMUSG00000021477",
734
+ "ENSMUSG00000021483",
735
  "ENSMUSG00000021493",
736
  "ENSMUSG00000021508",
737
  "ENSMUSG00000021520",
 
752
  "ENSMUSG00000021646",
753
  "ENSMUSG00000021665",
754
  "ENSMUSG00000021668",
755
+ "ENSMUSG00000021670",
756
  "ENSMUSG00000021676",
757
  "ENSMUSG00000021699",
758
  "ENSMUSG00000021701",
 
761
  "ENSMUSG00000021708",
762
  "ENSMUSG00000021713",
763
  "ENSMUSG00000021715",
764
+ "ENSMUSG00000021716",
765
  "ENSMUSG00000021719",
766
  "ENSMUSG00000021725",
767
  "ENSMUSG00000021728",
 
774
  "ENSMUSG00000021765",
775
  "ENSMUSG00000021775",
776
  "ENSMUSG00000021779",
777
+ "ENSMUSG00000021786",
778
  "ENSMUSG00000021796",
779
  "ENSMUSG00000021798",
780
  "ENSMUSG00000021806",
 
794
  "ENSMUSG00000021947",
795
  "ENSMUSG00000021948",
796
  "ENSMUSG00000021958",
797
+ "ENSMUSG00000021975",
798
  "ENSMUSG00000021990",
799
  "ENSMUSG00000021994",
800
  "ENSMUSG00000021998",
801
  "ENSMUSG00000022010",
802
+ "ENSMUSG00000022013",
803
  "ENSMUSG00000022014",
804
  "ENSMUSG00000022020",
805
  "ENSMUSG00000022032",
 
867
  "ENSMUSG00000022468",
868
  "ENSMUSG00000022469",
869
  "ENSMUSG00000022474",
 
870
  "ENSMUSG00000022477",
871
  "ENSMUSG00000022488",
 
872
  "ENSMUSG00000022505",
873
  "ENSMUSG00000022508",
874
  "ENSMUSG00000022514",
 
889
  "ENSMUSG00000022584",
890
  "ENSMUSG00000022594",
891
  "ENSMUSG00000022601",
 
892
  "ENSMUSG00000022623",
893
  "ENSMUSG00000022636",
894
  "ENSMUSG00000022651",
 
904
  "ENSMUSG00000022769",
905
  "ENSMUSG00000022788",
906
  "ENSMUSG00000022791",
 
907
  "ENSMUSG00000022793",
908
  "ENSMUSG00000022797",
909
  "ENSMUSG00000022799",
 
1020
  "ENSMUSG00000024130",
1021
  "ENSMUSG00000024140",
1022
  "ENSMUSG00000024143",
1023
+ "ENSMUSG00000024174",
1024
  "ENSMUSG00000024177",
1025
  "ENSMUSG00000024190",
1026
  "ENSMUSG00000024222",
 
1035
  "ENSMUSG00000024270",
1036
  "ENSMUSG00000024299",
1037
  "ENSMUSG00000024300",
 
1038
  "ENSMUSG00000024304",
1039
  "ENSMUSG00000024349",
1040
  "ENSMUSG00000024357",
 
1068
  "ENSMUSG00000024588",
1069
  "ENSMUSG00000024589",
1070
  "ENSMUSG00000024590",
1071
+ "ENSMUSG00000024594",
1072
  "ENSMUSG00000024597",
1073
  "ENSMUSG00000024601",
1074
  "ENSMUSG00000024610",
 
1105
  "ENSMUSG00000024807",
1106
  "ENSMUSG00000024810",
1107
  "ENSMUSG00000024812",
 
1108
  "ENSMUSG00000024827",
1109
  "ENSMUSG00000024833",
1110
  "ENSMUSG00000024843",
1111
  "ENSMUSG00000024846",
1112
  "ENSMUSG00000024851",
 
1113
  "ENSMUSG00000024866",
 
1114
  "ENSMUSG00000024871",
1115
  "ENSMUSG00000024885",
1116
  "ENSMUSG00000024887",
1117
+ "ENSMUSG00000024897",
1118
  "ENSMUSG00000024899",
1119
  "ENSMUSG00000024909",
1120
  "ENSMUSG00000024924",
 
1134
  "ENSMUSG00000025007",
1135
  "ENSMUSG00000025027",
1136
  "ENSMUSG00000025036",
 
1137
  "ENSMUSG00000025041",
1138
  "ENSMUSG00000025044",
1139
  "ENSMUSG00000025049",
 
1207
  "ENSMUSG00000025666",
1208
  "ENSMUSG00000025701",
1209
  "ENSMUSG00000025723",
1210
+ "ENSMUSG00000025733",
1211
  "ENSMUSG00000025743",
1212
  "ENSMUSG00000025746",
1213
  "ENSMUSG00000025747",
 
1229
  "ENSMUSG00000025856",
1230
  "ENSMUSG00000025867",
1231
  "ENSMUSG00000025869",
 
1232
  "ENSMUSG00000025880",
1233
  "ENSMUSG00000025888",
1234
  "ENSMUSG00000025889",
 
1249
  "ENSMUSG00000025980",
1250
  "ENSMUSG00000025986",
1251
  "ENSMUSG00000025993",
1252
+ "ENSMUSG00000025995",
1253
  "ENSMUSG00000025997",
1254
  "ENSMUSG00000026003",
1255
  "ENSMUSG00000026019",
 
1263
  "ENSMUSG00000026077",
1264
  "ENSMUSG00000026094",
1265
  "ENSMUSG00000026096",
1266
+ "ENSMUSG00000026102",
1267
  "ENSMUSG00000026104",
1268
  "ENSMUSG00000026110",
1269
  "ENSMUSG00000026121",
1270
  "ENSMUSG00000026123",
1271
  "ENSMUSG00000026126",
1272
  "ENSMUSG00000026134",
1273
+ "ENSMUSG00000026153",
1274
  "ENSMUSG00000026158",
1275
  "ENSMUSG00000026159",
1276
  "ENSMUSG00000026170",
 
1293
  "ENSMUSG00000026305",
1294
  "ENSMUSG00000026311",
1295
  "ENSMUSG00000026315",
1296
+ "ENSMUSG00000026317",
1297
  "ENSMUSG00000026321",
1298
  "ENSMUSG00000026335",
1299
  "ENSMUSG00000026341",
 
1341
  "ENSMUSG00000026628",
1342
  "ENSMUSG00000026630",
1343
  "ENSMUSG00000026632",
1344
+ "ENSMUSG00000026638",
1345
  "ENSMUSG00000026640",
1346
  "ENSMUSG00000026648",
1347
  "ENSMUSG00000026655",
1348
  "ENSMUSG00000026656",
1349
  "ENSMUSG00000026657",
 
1350
  "ENSMUSG00000026664",
1351
  "ENSMUSG00000026670",
1352
  "ENSMUSG00000026674",
 
1372
  "ENSMUSG00000026786",
1373
  "ENSMUSG00000026788",
1374
  "ENSMUSG00000026803",
 
1375
  "ENSMUSG00000026814",
1376
  "ENSMUSG00000026817",
1377
  "ENSMUSG00000026819",
 
1494
  "ENSMUSG00000027611",
1495
  "ENSMUSG00000027615",
1496
  "ENSMUSG00000027639",
 
1497
  "ENSMUSG00000027646",
1498
  "ENSMUSG00000027656",
1499
  "ENSMUSG00000027663",
 
1633
  "ENSMUSG00000028657",
1634
  "ENSMUSG00000028680",
1635
  "ENSMUSG00000028683",
1636
+ "ENSMUSG00000028689",
1637
  "ENSMUSG00000028691",
1638
  "ENSMUSG00000028693",
1639
  "ENSMUSG00000028698",
 
1652
  "ENSMUSG00000028780",
1653
  "ENSMUSG00000028792",
1654
  "ENSMUSG00000028793",
 
1655
  "ENSMUSG00000028832",
1656
  "ENSMUSG00000028834",
 
1657
  "ENSMUSG00000028843",
 
1658
  "ENSMUSG00000028859",
1659
  "ENSMUSG00000028862",
1660
  "ENSMUSG00000028871",
 
1664
  "ENSMUSG00000028909",
1665
  "ENSMUSG00000028910",
1666
  "ENSMUSG00000028917",
 
1667
  "ENSMUSG00000028926",
1668
  "ENSMUSG00000028931",
1669
  "ENSMUSG00000028937",
 
1681
  "ENSMUSG00000028989",
1682
  "ENSMUSG00000028995",
1683
  "ENSMUSG00000028996",
 
1684
  "ENSMUSG00000029009",
1685
  "ENSMUSG00000029019",
1686
  "ENSMUSG00000029020",
 
1717
  "ENSMUSG00000029253",
1718
  "ENSMUSG00000029270",
1719
  "ENSMUSG00000029276",
 
1720
  "ENSMUSG00000029287",
1721
  "ENSMUSG00000029291",
1722
  "ENSMUSG00000029298",
 
1784
  "ENSMUSG00000029710",
1785
  "ENSMUSG00000029718",
1786
  "ENSMUSG00000029730",
1787
+ "ENSMUSG00000029735",
1788
  "ENSMUSG00000029752",
1789
  "ENSMUSG00000029759",
1790
  "ENSMUSG00000029761",
 
1838
  "ENSMUSG00000030148",
1839
  "ENSMUSG00000030161",
1840
  "ENSMUSG00000030170",
1841
+ "ENSMUSG00000030177",
1842
  "ENSMUSG00000030187",
1843
  "ENSMUSG00000030199",
1844
  "ENSMUSG00000030203",
 
1873
  "ENSMUSG00000030411",
1874
  "ENSMUSG00000030413",
1875
  "ENSMUSG00000030465",
 
1876
  "ENSMUSG00000030470",
1877
  "ENSMUSG00000030474",
1878
  "ENSMUSG00000030494",
 
1926
  "ENSMUSG00000030798",
1927
  "ENSMUSG00000030830",
1928
  "ENSMUSG00000030844",
 
1929
  "ENSMUSG00000030862",
1930
  "ENSMUSG00000030869",
1931
  "ENSMUSG00000030870",
 
1934
  "ENSMUSG00000030884",
1935
  "ENSMUSG00000030889",
1936
  "ENSMUSG00000030921",
1937
+ "ENSMUSG00000030922",
1938
  "ENSMUSG00000030978",
 
1939
  "ENSMUSG00000030996",
1940
  "ENSMUSG00000031016",
1941
  "ENSMUSG00000031024",
 
2092
  "ENSMUSG00000032010",
2093
  "ENSMUSG00000032011",
2094
  "ENSMUSG00000032014",
 
2095
  "ENSMUSG00000032020",
2096
  "ENSMUSG00000032035",
2097
  "ENSMUSG00000032038",
 
2110
  "ENSMUSG00000032135",
2111
  "ENSMUSG00000032175",
2112
  "ENSMUSG00000032177",
 
2113
  "ENSMUSG00000032186",
2114
  "ENSMUSG00000032192",
2115
  "ENSMUSG00000032193",
 
2157
  "ENSMUSG00000032413",
2158
  "ENSMUSG00000032418",
2159
  "ENSMUSG00000032419",
2160
+ "ENSMUSG00000032425",
2161
  "ENSMUSG00000032431",
2162
  "ENSMUSG00000032436",
2163
  "ENSMUSG00000032440",
 
2195
  "ENSMUSG00000032715",
2196
  "ENSMUSG00000032717",
2197
  "ENSMUSG00000032725",
 
2198
  "ENSMUSG00000032735",
2199
  "ENSMUSG00000032737",
2200
  "ENSMUSG00000032744",
2201
  "ENSMUSG00000032750",
2202
  "ENSMUSG00000032766",
 
2203
  "ENSMUSG00000032786",
2204
  "ENSMUSG00000032788",
2205
  "ENSMUSG00000032802",
 
2221
  "ENSMUSG00000032911",
2222
  "ENSMUSG00000032913",
2223
  "ENSMUSG00000032925",
2224
+ "ENSMUSG00000032932",
2225
  "ENSMUSG00000032946",
2226
  "ENSMUSG00000032997",
2227
  "ENSMUSG00000033009",
 
2278
  "ENSMUSG00000033589",
2279
  "ENSMUSG00000033596",
2280
  "ENSMUSG00000033610",
 
2281
  "ENSMUSG00000033685",
2282
  "ENSMUSG00000033715",
2283
  "ENSMUSG00000033720",
 
2315
  "ENSMUSG00000034265",
2316
  "ENSMUSG00000034266",
2317
  "ENSMUSG00000034271",
 
2318
  "ENSMUSG00000034292",
2319
  "ENSMUSG00000034327",
2320
  "ENSMUSG00000034330",
 
2347
  "ENSMUSG00000034664",
2348
  "ENSMUSG00000034675",
2349
  "ENSMUSG00000034684",
 
2350
  "ENSMUSG00000034686",
2351
  "ENSMUSG00000034708",
2352
  "ENSMUSG00000034714",
 
2451
  "ENSMUSG00000036019",
2452
  "ENSMUSG00000036046",
2453
  "ENSMUSG00000036053",
 
2454
  "ENSMUSG00000036061",
2455
+ "ENSMUSG00000036073",
2456
  "ENSMUSG00000036103",
2457
  "ENSMUSG00000036106",
2458
  "ENSMUSG00000036111",
 
2463
  "ENSMUSG00000036206",
2464
  "ENSMUSG00000036225",
2465
  "ENSMUSG00000036246",
 
2466
  "ENSMUSG00000036256",
2467
  "ENSMUSG00000036273",
2468
  "ENSMUSG00000036278",
 
2481
  "ENSMUSG00000036478",
2482
  "ENSMUSG00000036528",
2483
  "ENSMUSG00000036533",
2484
+ "ENSMUSG00000036534",
2485
  "ENSMUSG00000036545",
2486
  "ENSMUSG00000036553",
2487
  "ENSMUSG00000036560",
 
2489
  "ENSMUSG00000036565",
2490
  "ENSMUSG00000036570",
2491
  "ENSMUSG00000036585",
2492
+ "ENSMUSG00000036591",
2493
  "ENSMUSG00000036594",
2494
  "ENSMUSG00000036606",
2495
  "ENSMUSG00000036611",
2496
  "ENSMUSG00000036617",
2497
  "ENSMUSG00000036620",
2498
  "ENSMUSG00000036622",
 
2499
  "ENSMUSG00000036655",
2500
  "ENSMUSG00000036661",
2501
  "ENSMUSG00000036672",
 
2570
  "ENSMUSG00000037613",
2571
  "ENSMUSG00000037621",
2572
  "ENSMUSG00000037624",
 
2573
  "ENSMUSG00000037649",
2574
  "ENSMUSG00000037656",
2575
  "ENSMUSG00000037661",
 
2583
  "ENSMUSG00000037736",
2584
  "ENSMUSG00000037754",
2585
  "ENSMUSG00000037761",
2586
+ "ENSMUSG00000037762",
2587
  "ENSMUSG00000037784",
2588
  "ENSMUSG00000037813",
2589
  "ENSMUSG00000037816",
 
2654
  "ENSMUSG00000038375",
2655
  "ENSMUSG00000038388",
2656
  "ENSMUSG00000038400",
 
2657
  "ENSMUSG00000038418",
2658
  "ENSMUSG00000038451",
2659
  "ENSMUSG00000038456",
2660
  "ENSMUSG00000038462",
2661
  "ENSMUSG00000038463",
2662
  "ENSMUSG00000038481",
2663
+ "ENSMUSG00000038485",
2664
  "ENSMUSG00000038508",
2665
  "ENSMUSG00000038517",
2666
  "ENSMUSG00000038518",
 
2702
  "ENSMUSG00000038886",
2703
  "ENSMUSG00000038893",
2704
  "ENSMUSG00000038894",
2705
+ "ENSMUSG00000038902",
2706
  "ENSMUSG00000038903",
2707
  "ENSMUSG00000038910",
2708
  "ENSMUSG00000038936",
 
2727
  "ENSMUSG00000039206",
2728
  "ENSMUSG00000039208",
2729
  "ENSMUSG00000039217",
 
2730
  "ENSMUSG00000039221",
2731
  "ENSMUSG00000039231",
2732
  "ENSMUSG00000039232",
 
2758
  "ENSMUSG00000039519",
2759
  "ENSMUSG00000039529",
2760
  "ENSMUSG00000039542",
 
2761
  "ENSMUSG00000039601",
2762
  "ENSMUSG00000039607",
2763
  "ENSMUSG00000039621",
2764
  "ENSMUSG00000039637",
2765
  "ENSMUSG00000039646",
2766
  "ENSMUSG00000039652",
2767
+ "ENSMUSG00000039671",
2768
  "ENSMUSG00000039680",
2769
  "ENSMUSG00000039686",
2770
  "ENSMUSG00000039699",
 
2803
  "ENSMUSG00000040037",
2804
  "ENSMUSG00000040040",
2805
  "ENSMUSG00000040048",
2806
+ "ENSMUSG00000040093",
2807
  "ENSMUSG00000040118",
2808
  "ENSMUSG00000040124",
2809
  "ENSMUSG00000040139",
 
2825
  "ENSMUSG00000040283",
2826
  "ENSMUSG00000040289",
2827
  "ENSMUSG00000040296",
 
2828
  "ENSMUSG00000040327",
2829
  "ENSMUSG00000040339",
2830
  "ENSMUSG00000040345",
2831
+ "ENSMUSG00000040415",
2832
  "ENSMUSG00000040428",
2833
  "ENSMUSG00000040430",
2834
  "ENSMUSG00000040433",
 
2870
  "ENSMUSG00000040710",
2871
  "ENSMUSG00000040711",
2872
  "ENSMUSG00000040713",
 
2873
  "ENSMUSG00000040721",
2874
  "ENSMUSG00000040722",
2875
  "ENSMUSG00000040732",
 
2904
  "ENSMUSG00000041132",
2905
  "ENSMUSG00000041134",
2906
  "ENSMUSG00000041135",
2907
+ "ENSMUSG00000041168",
2908
  "ENSMUSG00000041187",
2909
  "ENSMUSG00000041189",
2910
  "ENSMUSG00000041235",
 
2933
  "ENSMUSG00000041624",
2934
  "ENSMUSG00000041633",
2935
  "ENSMUSG00000041654",
2936
+ "ENSMUSG00000041671",
2937
  "ENSMUSG00000041688",
2938
  "ENSMUSG00000041696",
2939
  "ENSMUSG00000041702",
 
2987
  "ENSMUSG00000042348",
2988
  "ENSMUSG00000042349",
2989
  "ENSMUSG00000042354",
2990
+ "ENSMUSG00000042364",
2991
  "ENSMUSG00000042426",
2992
  "ENSMUSG00000042436",
2993
  "ENSMUSG00000042439",
 
3007
  "ENSMUSG00000042684",
3008
  "ENSMUSG00000042688",
3009
  "ENSMUSG00000042700",
3010
+ "ENSMUSG00000042719",
3011
  "ENSMUSG00000042734",
3012
  "ENSMUSG00000042745",
3013
  "ENSMUSG00000042757",
 
3018
  "ENSMUSG00000042821",
3019
  "ENSMUSG00000042842",
3020
  "ENSMUSG00000042851",
3021
+ "ENSMUSG00000042870",
3022
  "ENSMUSG00000042903",
3023
  "ENSMUSG00000042918",
3024
  "ENSMUSG00000043004",
 
3046
  "ENSMUSG00000043496",
3047
  "ENSMUSG00000043505",
3048
  "ENSMUSG00000043518",
 
3049
  "ENSMUSG00000043613",
3050
  "ENSMUSG00000043629",
3051
  "ENSMUSG00000043631",
 
3062
  "ENSMUSG00000044033",
3063
  "ENSMUSG00000044037",
3064
  "ENSMUSG00000044043",
3065
+ "ENSMUSG00000044066",
3066
  "ENSMUSG00000044080",
3067
  "ENSMUSG00000044092",
3068
  "ENSMUSG00000044199",
3069
  "ENSMUSG00000044206",
 
3070
  "ENSMUSG00000044252",
3071
  "ENSMUSG00000044258",
3072
  "ENSMUSG00000044317",
 
3099
  "ENSMUSG00000044813",
3100
  "ENSMUSG00000044847",
3101
  "ENSMUSG00000044894",
 
3102
  "ENSMUSG00000044921",
3103
  "ENSMUSG00000044927",
3104
  "ENSMUSG00000044934",
 
3117
  "ENSMUSG00000045201",
3118
  "ENSMUSG00000045211",
3119
  "ENSMUSG00000045216",
3120
+ "ENSMUSG00000045257",
3121
  "ENSMUSG00000045287",
3122
  "ENSMUSG00000045294",
3123
  "ENSMUSG00000045312",
 
3134
  "ENSMUSG00000045573",
3135
  "ENSMUSG00000045625",
3136
  "ENSMUSG00000045629",
3137
+ "ENSMUSG00000045639",
3138
  "ENSMUSG00000045658",
3139
  "ENSMUSG00000045667",
3140
  "ENSMUSG00000045671",
 
3154
  "ENSMUSG00000046058",
3155
  "ENSMUSG00000046157",
3156
  "ENSMUSG00000046186",
3157
+ "ENSMUSG00000046191",
3158
  "ENSMUSG00000046207",
3159
  "ENSMUSG00000046223",
3160
  "ENSMUSG00000046245",
 
3173
  "ENSMUSG00000046532",
3174
  "ENSMUSG00000046546",
3175
  "ENSMUSG00000046573",
3176
+ "ENSMUSG00000046668",
3177
  "ENSMUSG00000046688",
3178
  "ENSMUSG00000046714",
3179
  "ENSMUSG00000046718",
 
3207
  "ENSMUSG00000047648",
3208
  "ENSMUSG00000047649",
3209
  "ENSMUSG00000047656",
 
3210
  "ENSMUSG00000047735",
3211
  "ENSMUSG00000047747",
3212
  "ENSMUSG00000047777",
3213
+ "ENSMUSG00000047786",
3214
  "ENSMUSG00000047821",
3215
  "ENSMUSG00000047844",
3216
  "ENSMUSG00000047867",
 
3237
  "ENSMUSG00000048387",
3238
  "ENSMUSG00000048388",
3239
  "ENSMUSG00000048416",
 
3240
  "ENSMUSG00000048450",
3241
  "ENSMUSG00000048497",
3242
  "ENSMUSG00000048503",
 
3275
  "ENSMUSG00000049643",
3276
  "ENSMUSG00000049744",
3277
  "ENSMUSG00000049775",
 
 
3278
  "ENSMUSG00000049807",
3279
  "ENSMUSG00000049866",
3280
  "ENSMUSG00000049878",
 
3322
  "ENSMUSG00000051043",
3323
  "ENSMUSG00000051098",
3324
  "ENSMUSG00000051124",
3325
+ "ENSMUSG00000051146",
3326
  "ENSMUSG00000051177",
3327
  "ENSMUSG00000051212",
3328
  "ENSMUSG00000051236",
 
3350
  "ENSMUSG00000051855",
3351
  "ENSMUSG00000051906",
3352
  "ENSMUSG00000052056",
 
3353
  "ENSMUSG00000052085",
3354
  "ENSMUSG00000052102",
3355
  "ENSMUSG00000052155",
 
3357
  "ENSMUSG00000052296",
3358
  "ENSMUSG00000052310",
3359
  "ENSMUSG00000052336",
 
3360
  "ENSMUSG00000052374",
3361
  "ENSMUSG00000052397",
3362
  "ENSMUSG00000052415",
 
3393
  "ENSMUSG00000053175",
3394
  "ENSMUSG00000053192",
3395
  "ENSMUSG00000053279",
3396
+ "ENSMUSG00000053318",
3397
  "ENSMUSG00000053329",
3398
  "ENSMUSG00000053332",
3399
  "ENSMUSG00000053390",
 
3583
  "ENSMUSG00000060216",
3584
  "ENSMUSG00000060227",
3585
  "ENSMUSG00000060240",
3586
+ "ENSMUSG00000060260",
3587
  "ENSMUSG00000060336",
3588
  "ENSMUSG00000060550",
3589
  "ENSMUSG00000060568",
 
3634
  "ENSMUSG00000062098",
3635
  "ENSMUSG00000062115",
3636
  "ENSMUSG00000062127",
 
3637
  "ENSMUSG00000062210",
3638
  "ENSMUSG00000062232",
3639
  "ENSMUSG00000062248",
 
3648
  "ENSMUSG00000062729",
3649
  "ENSMUSG00000062825",
3650
  "ENSMUSG00000062866",
3651
+ "ENSMUSG00000062906",
3652
  "ENSMUSG00000062908",
3653
  "ENSMUSG00000062929",
3654
  "ENSMUSG00000062931",
3655
  "ENSMUSG00000062960",
3656
  "ENSMUSG00000062981",
3657
  "ENSMUSG00000062995",
 
3658
  "ENSMUSG00000063049",
3659
  "ENSMUSG00000063060",
3660
  "ENSMUSG00000063146",
 
3688
  "ENSMUSG00000064294",
3689
  "ENSMUSG00000064302",
3690
  "ENSMUSG00000066043",
3691
+ "ENSMUSG00000066113",
3692
  "ENSMUSG00000066151",
3693
  "ENSMUSG00000066233",
3694
  "ENSMUSG00000066278",
 
3705
  "ENSMUSG00000066842",
3706
  "ENSMUSG00000066877",
3707
  "ENSMUSG00000066894",
3708
+ "ENSMUSG00000067071",
3709
  "ENSMUSG00000067158",
3710
  "ENSMUSG00000067279",
3711
  "ENSMUSG00000067336",
 
3791
  "ENSMUSG00000071984",
3792
  "ENSMUSG00000072115",
3793
  "ENSMUSG00000072235",
3794
+ "ENSMUSG00000072294",
3795
  "ENSMUSG00000072568",
3796
  "ENSMUSG00000072620",
3797
  "ENSMUSG00000072623",
 
3825
  "ENSMUSG00000074093",
3826
  "ENSMUSG00000074102",
3827
  "ENSMUSG00000074151",
 
3828
  "ENSMUSG00000074170",
3829
  "ENSMUSG00000074207",
3830
  "ENSMUSG00000074218",
3831
+ "ENSMUSG00000074221",
3832
  "ENSMUSG00000074227",
3833
  "ENSMUSG00000074264",
3834
  "ENSMUSG00000074272",
 
3887
  "ENSMUSG00000079020",
3888
  "ENSMUSG00000079037",
3889
  "ENSMUSG00000079056",
3890
+ "ENSMUSG00000079057",
3891
  "ENSMUSG00000079111",
3892
  "ENSMUSG00000079144",
3893
  "ENSMUSG00000079168",
3894
  "ENSMUSG00000079227",
 
3895
  "ENSMUSG00000079334",
3896
  "ENSMUSG00000079363",
3897
  "ENSMUSG00000079419",
 
3937
  "ENSMUSG00000090394",
3938
  "ENSMUSG00000090439",
3939
  "ENSMUSG00000090523",
3940
+ "ENSMUSG00000090626",
3941
  "ENSMUSG00000090698",
3942
  "ENSMUSG00000090841",
3943
  "ENSMUSG00000090877",
 
3954
  "ENSMUSG00000093930",
3955
  "ENSMUSG00000093938",
3956
  "ENSMUSG00000094248",
3957
+ "ENSMUSG00000094724",
3958
  "ENSMUSG00000094786",
3959
  "ENSMUSG00000094936",
3960
  "ENSMUSG00000095180",
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svm_classifier.joblib ADDED
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