popV version: 0.6.0

.gitattributes

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+harmony_knn_classifier.index filter=lfs diff=lfs merge=lfs -text
+scvi_knn_classifier.index filter=lfs diff=lfs merge=lfs -text

OnClass.data-00000-of-00001

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OnClass.npz

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README.md

@@ -1,64 +0,0 @@
----
-library_name: popV
-license: cc-by-4.0
-tags:
-- biology
-- genomics
-- single-cell
-- anndata_version:0.11.3
-- python_version:3.11.12
-- popV
-- 'tissue: subcutaneous adipose tissue'
----
-
-Popular Vote (popV) model for automated cell type annotation of single-cell RNA-seq data. We provide here pretrained models
-for plug-in use in your own analysis.
-Follow our [tutorial](https://github.com/YosefLab/popV/blob/main/tabula_sapiens_tutorial.ipynb) to learn how to use the model for cell type annotation.
-
-# Model description
-
-Ageing is characterized by a progressive loss of physiological integrity, leading to impaired function and increased vulnerability to death. Despite rapid advances over recent years, many of the molecular and cellular processes that underlie the progressive loss of healthy physiology are poorly understood. To gain a better insight into these processes, here we generate a single-cell transcriptomic atlas across the lifespan of Mus musculus that includes data from 23 tissues and organs. We found cell-specific changes occurring across multiple cell types and organs, as well as age-related changes in the cellular composition of different organs. Using single-cell transcriptomic data, we assessed cell-type-specific manifestations of different hallmarks of ageing—such as senescence, genomic instability and changes in the immune system. This transcriptomic atlas—which we denote Tabula Muris Senis, or ‘Mouse Ageing Cell Atlas’—provides molecular information about how the most important hallmarks of ageing are reflected in a broad range of tissues and cell types.
-
-**Link to CELLxGENE**:
-Link to the [data](https://cellxgene.cziscience.com/e/c2878000-d3f0-4d30-9a8a-2139a13c72f8.cxg/) in the CELLxGENE browser for interactive exploration of the data and download of the source data.
-
-**Training Code URL**:
-Not provided by uploader.
-
-# Metrics
-
-We provide here accuracies for each of the experts and the ensemble model. The validation set accuracies are
-computed on a 10% random subset of the data that was not used for training.
-
-| Cell Type | N cells |  celltypist |  knn bbknn |  knn harmony |  knn on scvi |  onclass |  scanvi |  svm |  xgboost | Consensus Prediction |
-| --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- |
-| mesenchymal stem cell of adipose tissue | 163 | 1.00 | 1.00 | 1.00 | 0.99 | 0.00 | 1.00 | 1.00 | 1.00 | 1.00 |
-| myeloid cell | 71 | 0.99 | 0.97 | 0.99 | 0.97 | 0.00 | 0.99 | 0.98 | 0.97 | 0.99 |
-| endothelial cell | 54 | 1.00 | 0.99 | 0.99 | 0.96 | 0.00 | 0.98 | 0.99 | 0.99 | 0.99 |
-| B cell | 36 | 0.93 | 0.91 | 0.91 | 0.83 | 0.00 | 0.94 | 0.90 | 0.93 | 0.91 |
-| epithelial cell | 18 | 0.94 | 0.76 | 0.88 | 0.77 | 0.00 | 0.81 | 0.88 | 0.88 | 0.91 |
-| T cell | 10 | 0.80 | 0.78 | 0.63 | 0.61 | 0.00 | 0.64 | 0.91 | 1.00 | 0.91 |
-| CD8-positive, alpha-beta T cell | 9 | 0.82 | 0.71 | 0.74 | 0.44 | 0.00 | 0.76 | 0.89 | 0.95 | 0.95 |
-| natural killer cell | 8 | 0.82 | 0.78 | 0.80 | 0.00 | 0.00 | 0.53 | 0.82 | 0.82 | 0.82 |
-| CD4-positive, alpha-beta T cell | 7 | 0.86 | 0.93 | 0.80 | 0.67 | 0.00 | 0.80 | 0.86 | 0.86 | 0.86 |
-
-The train accuracies are computed on the training data.
-
-| Cell Type | N cells |  celltypist |  knn bbknn |  knn harmony |  knn on scvi |  onclass |  scanvi |  svm |  xgboost | Consensus Prediction |
-| --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- |
-| mesenchymal stem cell of adipose tissue | 1407 | 1.00 | 0.99 | 1.00 | 1.00 | 0.00 | 1.00 | 1.00 | 1.00 | 1.00 |
-| myeloid cell | 786 | 0.99 | 0.99 | 1.00 | 0.98 | 0.00 | 0.99 | 1.00 | 1.00 | 1.00 |
-| endothelial cell | 435 | 0.99 | 0.99 | 1.00 | 0.98 | 0.00 | 0.99 | 1.00 | 1.00 | 1.00 |
-| B cell | 287 | 0.95 | 0.95 | 0.96 | 0.91 | 0.00 | 0.97 | 1.00 | 0.99 | 0.98 |
-| epithelial cell | 162 | 0.89 | 0.78 | 0.92 | 0.83 | 0.00 | 0.87 | 1.00 | 0.99 | 0.96 |
-| T cell | 98 | 0.88 | 0.84 | 0.82 | 0.70 | 0.00 | 0.86 | 1.00 | 1.00 | 0.98 |
-| CD8-positive, alpha-beta T cell | 82 | 0.84 | 0.83 | 0.84 | 0.69 | 0.00 | 0.91 | 1.00 | 1.00 | 0.99 |
-| natural killer cell | 69 | 0.85 | 0.83 | 0.85 | 0.35 | 0.00 | 0.85 | 1.00 | 1.00 | 0.97 |
-| CD4-positive, alpha-beta T cell | 53 | 0.88 | 0.90 | 0.89 | 0.57 | 0.00 | 0.94 | 1.00 | 1.00 | 0.95 |
-
-</details>
-
-
-# References
-
-A single-cell transcriptomic atlas characterizes ageing tissues in the mouse, The Tabula Muris Consortium, Nicole Almanzar, Jane Antony, Ankit S. Baghel, Isaac Bakerman, Ishita Bansal, Ben A. Barres, Philip A. Beachy, Daniela Berdnik, Biter Bilen, Douglas Brownfield, Corey Cain, Charles K. F. Chan, Michelle B. Chen, Michael F. Clarke, Stephanie D. Conley, Spyros Darmanis, Aaron Demers, Kubilay Demir, Antoine de Morree, Tessa Divita, Haley du Bois, Hamid Ebadi, F. Hernán Espinoza, Matt Fish, Qiang Gan, Benson M. George, Astrid Gillich, Rafael Gòmez-Sjöberg, Foad Green, Geraldine Genetiano, Xueying Gu, Gunsagar S. Gulati, Oliver Hahn, Michael Seamus Haney, Yan Hang, Lincoln Harris, Mu He, Shayan Hosseinzadeh, Albin Huang, Kerwyn Casey Huang, Tal Iram, Taichi Isobe, Feather Ives, Robert C. Jones, Kevin S. Kao, Jim Karkanias, Guruswamy Karnam, Andreas Keller, Aaron M. Kershner, Nathalie Khoury, Seung K. Kim, Bernhard M. Kiss, William Kong, Mark A. Krasnow, Maya E. Kumar, Christin S. Kuo, Jonathan Lam, Davis P. Lee, Song E. Lee, Benoit Lehallier, Olivia Leventhal, Guang Li, Qingyun Li, Ling Liu, Annie Lo, Wan-Jin Lu, Maria F. Lugo-Fagundo, Anoop Manjunath, Andrew P. May, Ashley Maynard, Aaron McGeever, Marina McKay, M. Windy McNerney, Bryan Merrill, Ross J. Metzger, Marco Mignardi, Dullei Min, Ahmad N. Nabhan, Norma F. Neff, Katharine M. Ng, Patricia K. Nguyen, Joseph Noh, Roel Nusse, Róbert Pálovics, Rasika Patkar, Weng Chuan Peng, Lolita Penland, Angela Oliveira Pisco, Katherine Pollard, Robert Puccinelli, Zhen Qi, Stephen R. Quake, Thomas A. Rando, Eric J. Rulifson, Nicholas Schaum, Joe M. Segal, Shaheen S. Sikandar, Rahul Sinha, Rene V. Sit, Justin Sonnenburg, Daniel Staehli, Krzysztof Szade, Michelle Tan, Weilun Tan, Cristina Tato, Krissie Tellez, Laughing Bear Torrez Dulgeroff, Kyle J. Travaglini, Carolina Tropini, Margaret Tsui, Lucas Waldburger, Bruce M. Wang, Linda J. van Weele, Kenneth Weinberg, Irving L. Weissman, Michael N. Wosczyna, Sean M. Wu, Tony Wyss-Coray, Jinyi Xiang, Soso Xue, Kevin A. Yamauchi, Andrew C. Yang, Lakshmi P. Yerra, Justin Youngyunpipatkul, Brian Yu, Fabio Zanini, Macy E. Zardeneta, Alexander Zee, Chunyu Zhao, Fan Zhang, Hui Zhang, Martin Jinye Zhang, Lu Zhou, James Zou; Nature, doi: https://doi.org/10.1038/s41586-020-2496-1

accuracies.json

@@ -1,4 +1,4 @@
 {
-    "query_accuracy": "| Cell Type | N cells |  celltypist |  knn bbknn |  knn harmony |  knn on scvi |  onclass |  scanvi |  svm |  xgboost | Consensus Prediction |\n| --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- |\n| mesenchymal stem cell of adipose tissue | 163 | 1.00 | 1.00 | 1.00 | 0.99 | 0.00 | 1.00 | 1.00 | 1.00 | 1.00 |\n| myeloid cell | 71 | 0.99 | 0.97 | 0.99 | 0.97 | 0.00 | 0.99 | 0.98 | 0.97 | 0.99 |\n| endothelial cell | 54 | 1.00 | 0.99 | 0.99 | 0.96 | 0.00 | 0.98 | 0.99 | 0.99 | 0.99 |\n| B cell | 36 | 0.93 | 0.91 | 0.91 | 0.83 | 0.00 | 0.94 | 0.90 | 0.93 | 0.91 |\n| epithelial cell | 18 | 0.94 | 0.76 | 0.88 | 0.77 | 0.00 | 0.81 | 0.88 | 0.88 | 0.91 |\n| T cell | 10 | 0.80 | 0.78 | 0.63 | 0.61 | 0.00 | 0.64 | 0.91 | 1.00 | 0.91 |\n| CD8-positive, alpha-beta T cell | 9 | 0.82 | 0.71 | 0.74 | 0.44 | 0.00 | 0.76 | 0.89 | 0.95 | 0.95 |\n| natural killer cell | 8 | 0.82 | 0.78 | 0.80 | 0.00 | 0.00 | 0.53 | 0.82 | 0.82 | 0.82 |\n| CD4-positive, alpha-beta T cell | 7 | 0.86 | 0.93 | 0.80 | 0.67 | 0.00 | 0.80 | 0.86 | 0.86 | 0.86 |",
-    "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 | 1407 | 1.00 | 0.99 | 1.00 | 1.00 | 0.00 | 1.00 | 1.00 | 1.00 | 1.00 |\n| myeloid cell | 786 | 0.99 | 0.99 | 1.00 | 0.98 | 0.00 | 0.99 | 1.00 | 1.00 | 1.00 |\n| endothelial cell | 435 | 0.99 | 0.99 | 1.00 | 0.98 | 0.00 | 0.99 | 1.00 | 1.00 | 1.00 |\n| B cell | 287 | 0.95 | 0.95 | 0.96 | 0.91 | 0.00 | 0.97 | 1.00 | 0.99 | 0.98 |\n| epithelial cell | 162 | 0.89 | 0.78 | 0.92 | 0.83 | 0.00 | 0.87 | 1.00 | 0.99 | 0.96 |\n| T cell | 98 | 0.88 | 0.84 | 0.82 | 0.70 | 0.00 | 0.86 | 1.00 | 1.00 | 0.98 |\n| CD8-positive, alpha-beta T cell | 82 | 0.84 | 0.83 | 0.84 | 0.69 | 0.00 | 0.91 | 1.00 | 1.00 | 0.99 |\n| natural killer cell | 69 | 0.85 | 0.83 | 0.85 | 0.35 | 0.00 | 0.85 | 1.00 | 1.00 | 0.97 |\n| CD4-positive, alpha-beta T cell | 53 | 0.88 | 0.90 | 0.89 | 0.57 | 0.00 | 0.94 | 1.00 | 1.00 | 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 | 149 | 1.00 | 1.00 | 1.00 | 1.00 | 0.00 | 0.99 | 1.00 | 1.00 | 1.00 |\n| myeloid cell | 78 | 0.97 | 0.98 | 0.98 | 0.99 | 0.00 | 0.98 | 0.99 | 0.99 | 0.99 |\n| endothelial cell | 54 | 1.00 | 0.99 | 0.99 | 0.98 | 0.00 | 0.95 | 0.99 | 0.99 | 0.99 |\n| B cell | 40 | 0.95 | 0.95 | 0.95 | 0.95 | 0.00 | 0.95 | 0.92 | 0.94 | 0.95 |\n| epithelial cell | 16 | 0.84 | 0.77 | 0.77 | 0.77 | 0.00 | 0.65 | 0.79 | 0.90 | 0.81 |\n| T cell | 13 | 0.86 | 0.87 | 1.00 | 0.69 | 0.00 | 0.72 | 0.96 | 1.00 | 0.96 |\n| CD8-positive, alpha-beta T cell | 13 | 0.80 | 0.83 | 0.92 | 0.42 | 0.00 | 0.65 | 0.96 | 0.96 | 0.92 |\n| natural killer cell | 7 | 0.71 | 0.82 | 0.70 | 0.43 | 0.00 | 0.40 | 0.67 | 0.75 | 0.78 |\n| CD4-positive, alpha-beta T cell | 6 | 0.92 | 0.92 | 0.86 | 0.57 | 0.00 | 0.67 | 0.83 | 0.83 | 0.92 |",
+    "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 | 1421 | 1.00 | 0.99 | 1.00 | 1.00 | 0.00 | 1.00 | 1.00 | 1.00 | 1.00 |\n| myeloid cell | 779 | 0.99 | 1.00 | 1.00 | 0.99 | 0.00 | 0.99 | 1.00 | 1.00 | 1.00 |\n| endothelial cell | 435 | 1.00 | 1.00 | 0.99 | 0.99 | 0.00 | 0.97 | 1.00 | 1.00 | 1.00 |\n| B cell | 283 | 0.95 | 0.95 | 0.95 | 0.94 | 0.00 | 0.96 | 1.00 | 1.00 | 0.96 |\n| epithelial cell | 164 | 0.89 | 0.83 | 0.89 | 0.87 | 0.00 | 0.85 | 1.00 | 1.00 | 0.92 |\n| T cell | 95 | 0.82 | 0.84 | 0.78 | 0.72 | 0.00 | 0.95 | 1.00 | 1.00 | 0.95 |\n| CD8-positive, alpha-beta T cell | 78 | 0.77 | 0.82 | 0.77 | 0.57 | 0.00 | 0.94 | 1.00 | 1.00 | 0.96 |\n| natural killer cell | 70 | 0.83 | 0.84 | 0.85 | 0.62 | 0.00 | 0.92 | 1.00 | 1.00 | 0.93 |\n| CD4-positive, alpha-beta T cell | 54 | 0.88 | 0.91 | 0.88 | 0.51 | 0.00 | 0.93 | 1.00 | 1.00 | 0.94 |"
 }

celltypist.pkl

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metadata.json

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-{
-    "popv_version": "0.5.3",
-    "anndata_version": "0.11.3",
-    "setup_dict": {
-        "ref_labels_key": "popv_labels",
-        "ref_batch_key": "batch_key",
-        "unknown_celltype_label": "unassigned"
-    },
-    "prediction_keys": [
-        "popv_celltypist_prediction",
-        "popv_knn_bbknn_prediction",
-        "popv_knn_harmony_prediction",
-        "popv_knn_on_scvi_prediction",
-        "popv_onclass_prediction",
-        "popv_scanvi_prediction",
-        "popv_svm_prediction",
-        "popv_xgboost_prediction"
-    ],
-    "method_kwargs": {},
-    "methods": [
-        "CELLTYPIST",
-        "KNN_BBKNN",
-        "KNN_HARMONY",
-        "KNN_SCVI",
-        "ONCLASS",
-        "SCANVI_POPV",
-        "Support_Vector",
-        "XGboost"
-    ],
-    "cellxgene_url": "https://cellxgene.cziscience.com/e/c2878000-d3f0-4d30-9a8a-2139a13c72f8.cxg/"
-}

minified_ref_adata.h5ad

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preprocessing.json

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         "ENSMUSG00000005610",
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         "ENSMUSG00000005899",
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-        "ENSMUSG00000006019",
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-        "ENSMUSG00000006850",
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+        "ENSMUSG00000006931",
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         "ENSMUSG00000007589",
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         "ENSMUSG00000013787",
         "ENSMUSG00000013822",
@@ -395,6 +402,7 @@
         "ENSMUSG00000014177",
         "ENSMUSG00000014232",
         "ENSMUSG00000014245",
+        "ENSMUSG00000014355",
         "ENSMUSG00000014418",
         "ENSMUSG00000014426",
         "ENSMUSG00000014453",
@@ -433,13 +441,13 @@
         "ENSMUSG00000015396",
         "ENSMUSG00000015522",
         "ENSMUSG00000015536",
-        "ENSMUSG00000015542",
         "ENSMUSG00000015568",
         "ENSMUSG00000015619",
         "ENSMUSG00000015747",
         "ENSMUSG00000015766",
         "ENSMUSG00000015806",
         "ENSMUSG00000015846",
+        "ENSMUSG00000015852",
         "ENSMUSG00000015947",
         "ENSMUSG00000015957",
         "ENSMUSG00000015971",
@@ -450,7 +458,6 @@
         "ENSMUSG00000016206",
         "ENSMUSG00000016239",
         "ENSMUSG00000016253",
-        "ENSMUSG00000016256",
         "ENSMUSG00000016257",
         "ENSMUSG00000016319",
         "ENSMUSG00000016382",
@@ -486,7 +493,6 @@
         "ENSMUSG00000017756",
         "ENSMUSG00000017760",
         "ENSMUSG00000017764",
-        "ENSMUSG00000017765",
         "ENSMUSG00000017774",
         "ENSMUSG00000017776",
         "ENSMUSG00000017830",
@@ -499,7 +505,6 @@
         "ENSMUSG00000018068",
         "ENSMUSG00000018167",
         "ENSMUSG00000018199",
-        "ENSMUSG00000018287",
         "ENSMUSG00000018293",
         "ENSMUSG00000018334",
         "ENSMUSG00000018339",
@@ -527,7 +532,6 @@
         "ENSMUSG00000018651",
         "ENSMUSG00000018654",
         "ENSMUSG00000018661",
-        "ENSMUSG00000018672",
         "ENSMUSG00000018677",
         "ENSMUSG00000018697",
         "ENSMUSG00000018752",
@@ -535,6 +539,7 @@
         "ENSMUSG00000018819",
         "ENSMUSG00000018841",
         "ENSMUSG00000018845",
+        "ENSMUSG00000018848",
         "ENSMUSG00000018858",
         "ENSMUSG00000018861",
         "ENSMUSG00000018882",
@@ -556,9 +561,11 @@
         "ENSMUSG00000019256",
         "ENSMUSG00000019278",
         "ENSMUSG00000019338",
+        "ENSMUSG00000019437",
         "ENSMUSG00000019464",
         "ENSMUSG00000019470",
         "ENSMUSG00000019478",
+        "ENSMUSG00000019528",
         "ENSMUSG00000019577",
         "ENSMUSG00000019578",
         "ENSMUSG00000019579",
@@ -573,8 +580,8 @@
         "ENSMUSG00000019792",
         "ENSMUSG00000019797",
         "ENSMUSG00000019814",
+        "ENSMUSG00000019820",
         "ENSMUSG00000019822",
-        "ENSMUSG00000019826",
         "ENSMUSG00000019837",
         "ENSMUSG00000019841",
         "ENSMUSG00000019851",
@@ -584,28 +591,30 @@
         "ENSMUSG00000019868",
         "ENSMUSG00000019872",
         "ENSMUSG00000019876",
-        "ENSMUSG00000019920",
         "ENSMUSG00000019929",
         "ENSMUSG00000019943",
         "ENSMUSG00000019947",
         "ENSMUSG00000019960",
         "ENSMUSG00000019961",
+        "ENSMUSG00000019966",
         "ENSMUSG00000019970",
-        "ENSMUSG00000019975",
         "ENSMUSG00000019984",
+        "ENSMUSG00000019986",
         "ENSMUSG00000020003",
         "ENSMUSG00000020009",
         "ENSMUSG00000020015",
+        "ENSMUSG00000020023",
         "ENSMUSG00000020027",
         "ENSMUSG00000020029",
         "ENSMUSG00000020044",
         "ENSMUSG00000020053",
         "ENSMUSG00000020069",
-        "ENSMUSG00000020070",
         "ENSMUSG00000020075",
+        "ENSMUSG00000020077",
         "ENSMUSG00000020078",
         "ENSMUSG00000020086",
         "ENSMUSG00000020091",
+        "ENSMUSG00000020099",
         "ENSMUSG00000020100",
         "ENSMUSG00000020101",
         "ENSMUSG00000020105",
@@ -621,9 +630,10 @@
         "ENSMUSG00000020171",
         "ENSMUSG00000020178",
         "ENSMUSG00000020196",
+        "ENSMUSG00000020198",
         "ENSMUSG00000020205",
-        "ENSMUSG00000020211",
         "ENSMUSG00000020212",
+        "ENSMUSG00000020224",
         "ENSMUSG00000020230",
         "ENSMUSG00000020231",
         "ENSMUSG00000020232",
@@ -651,6 +661,7 @@
         "ENSMUSG00000020359",
         "ENSMUSG00000020363",
         "ENSMUSG00000020375",
+        "ENSMUSG00000020380",
         "ENSMUSG00000020387",
         "ENSMUSG00000020388",
         "ENSMUSG00000020392",
@@ -673,7 +684,6 @@
         "ENSMUSG00000020492",
         "ENSMUSG00000020495",
         "ENSMUSG00000020522",
-        "ENSMUSG00000020523",
         "ENSMUSG00000020525",
         "ENSMUSG00000020526",
         "ENSMUSG00000020534",
@@ -681,6 +691,7 @@
         "ENSMUSG00000020553",
         "ENSMUSG00000020561",
         "ENSMUSG00000020564",
+        "ENSMUSG00000020570",
         "ENSMUSG00000020573",
         "ENSMUSG00000020577",
         "ENSMUSG00000020592",
@@ -703,12 +714,10 @@
         "ENSMUSG00000020687",
         "ENSMUSG00000020691",
         "ENSMUSG00000020692",
-        "ENSMUSG00000020695",
         "ENSMUSG00000020697",
         "ENSMUSG00000020707",
         "ENSMUSG00000020708",
         "ENSMUSG00000020709",
-        "ENSMUSG00000020715",
         "ENSMUSG00000020716",
         "ENSMUSG00000020717",
         "ENSMUSG00000020718",
@@ -751,6 +760,7 @@
         "ENSMUSG00000020935",
         "ENSMUSG00000020949",
         "ENSMUSG00000020955",
+        "ENSMUSG00000020956",
         "ENSMUSG00000020961",
         "ENSMUSG00000020964",
         "ENSMUSG00000020978",
@@ -760,13 +770,13 @@
         "ENSMUSG00000021025",
         "ENSMUSG00000021028",
         "ENSMUSG00000021039",
-        "ENSMUSG00000021051",
         "ENSMUSG00000021065",
         "ENSMUSG00000021067",
-        "ENSMUSG00000021079",
         "ENSMUSG00000021087",
         "ENSMUSG00000021091",
+        "ENSMUSG00000021095",
         "ENSMUSG00000021102",
+        "ENSMUSG00000021108",
         "ENSMUSG00000021113",
         "ENSMUSG00000021114",
         "ENSMUSG00000021125",
@@ -785,12 +795,13 @@
         "ENSMUSG00000021215",
         "ENSMUSG00000021222",
         "ENSMUSG00000021224",
+        "ENSMUSG00000021235",
         "ENSMUSG00000021238",
         "ENSMUSG00000021244",
         "ENSMUSG00000021250",
         "ENSMUSG00000021252",
+        "ENSMUSG00000021253",
         "ENSMUSG00000021254",
-        "ENSMUSG00000021262",
         "ENSMUSG00000021263",
         "ENSMUSG00000021264",
         "ENSMUSG00000021266",
@@ -798,7 +809,6 @@
         "ENSMUSG00000021277",
         "ENSMUSG00000021281",
         "ENSMUSG00000021288",
-        "ENSMUSG00000021311",
         "ENSMUSG00000021319",
         "ENSMUSG00000021326",
         "ENSMUSG00000021327",
@@ -824,23 +834,20 @@
         "ENSMUSG00000021493",
         "ENSMUSG00000021494",
         "ENSMUSG00000021495",
-        "ENSMUSG00000021496",
-        "ENSMUSG00000021497",
         "ENSMUSG00000021501",
         "ENSMUSG00000021504",
         "ENSMUSG00000021508",
         "ENSMUSG00000021518",
         "ENSMUSG00000021549",
-        "ENSMUSG00000021552",
         "ENSMUSG00000021555",
         "ENSMUSG00000021556",
         "ENSMUSG00000021583",
         "ENSMUSG00000021585",
         "ENSMUSG00000021589",
         "ENSMUSG00000021595",
+        "ENSMUSG00000021597",
         "ENSMUSG00000021598",
         "ENSMUSG00000021607",
-        "ENSMUSG00000021615",
         "ENSMUSG00000021619",
         "ENSMUSG00000021621",
         "ENSMUSG00000021662",
@@ -850,7 +857,6 @@
         "ENSMUSG00000021687",
         "ENSMUSG00000021690",
         "ENSMUSG00000021701",
-        "ENSMUSG00000021703",
         "ENSMUSG00000021706",
         "ENSMUSG00000021728",
         "ENSMUSG00000021738",
@@ -860,7 +866,6 @@
         "ENSMUSG00000021771",
         "ENSMUSG00000021772",
         "ENSMUSG00000021773",
-        "ENSMUSG00000021774",
         "ENSMUSG00000021779",
         "ENSMUSG00000021782",
         "ENSMUSG00000021792",
@@ -914,7 +919,7 @@
         "ENSMUSG00000022132",
         "ENSMUSG00000022136",
         "ENSMUSG00000022141",
-        "ENSMUSG00000022146",
+        "ENSMUSG00000022148",
         "ENSMUSG00000022160",
         "ENSMUSG00000022177",
         "ENSMUSG00000022195",
@@ -923,13 +928,12 @@
         "ENSMUSG00000022210",
         "ENSMUSG00000022217",
         "ENSMUSG00000022220",
+        "ENSMUSG00000022231",
         "ENSMUSG00000022235",
         "ENSMUSG00000022244",
         "ENSMUSG00000022246",
-        "ENSMUSG00000022248",
         "ENSMUSG00000022263",
         "ENSMUSG00000022265",
-        "ENSMUSG00000022270",
         "ENSMUSG00000022272",
         "ENSMUSG00000022292",
         "ENSMUSG00000022300",
@@ -940,7 +944,6 @@
         "ENSMUSG00000022330",
         "ENSMUSG00000022337",
         "ENSMUSG00000022350",
-        "ENSMUSG00000022367",
         "ENSMUSG00000022370",
         "ENSMUSG00000022378",
         "ENSMUSG00000022389",
@@ -956,13 +959,16 @@
         "ENSMUSG00000022437",
         "ENSMUSG00000022438",
         "ENSMUSG00000022439",
+        "ENSMUSG00000022440",
         "ENSMUSG00000022442",
         "ENSMUSG00000022462",
         "ENSMUSG00000022466",
         "ENSMUSG00000022469",
+        "ENSMUSG00000022471",
         "ENSMUSG00000022474",
         "ENSMUSG00000022475",
         "ENSMUSG00000022498",
+        "ENSMUSG00000022503",
         "ENSMUSG00000022505",
         "ENSMUSG00000022514",
         "ENSMUSG00000022516",
@@ -972,7 +978,6 @@
         "ENSMUSG00000022540",
         "ENSMUSG00000022544",
         "ENSMUSG00000022548",
-        "ENSMUSG00000022550",
         "ENSMUSG00000022551",
         "ENSMUSG00000022552",
         "ENSMUSG00000022553",
@@ -981,10 +986,10 @@
         "ENSMUSG00000022562",
         "ENSMUSG00000022564",
         "ENSMUSG00000022568",
+        "ENSMUSG00000022571",
         "ENSMUSG00000022574",
         "ENSMUSG00000022575",
         "ENSMUSG00000022584",
-        "ENSMUSG00000022594",
         "ENSMUSG00000022602",
         "ENSMUSG00000022610",
         "ENSMUSG00000022621",
@@ -997,14 +1002,13 @@
         "ENSMUSG00000022661",
         "ENSMUSG00000022664",
         "ENSMUSG00000022665",
-        "ENSMUSG00000022667",
         "ENSMUSG00000022668",
         "ENSMUSG00000022671",
-        "ENSMUSG00000022676",
-        "ENSMUSG00000022678",
+        "ENSMUSG00000022677",
         "ENSMUSG00000022685",
         "ENSMUSG00000022701",
         "ENSMUSG00000022702",
+        "ENSMUSG00000022718",
         "ENSMUSG00000022721",
         "ENSMUSG00000022722",
         "ENSMUSG00000022723",
@@ -1042,13 +1046,11 @@
         "ENSMUSG00000022952",
         "ENSMUSG00000022960",
         "ENSMUSG00000022964",
-        "ENSMUSG00000022974",
         "ENSMUSG00000022978",
         "ENSMUSG00000022983",
         "ENSMUSG00000022994",
         "ENSMUSG00000023007",
         "ENSMUSG00000023008",
-        "ENSMUSG00000023015",
         "ENSMUSG00000023018",
         "ENSMUSG00000023021",
         "ENSMUSG00000023027",
@@ -1064,6 +1066,7 @@
         "ENSMUSG00000023104",
         "ENSMUSG00000023110",
         "ENSMUSG00000023143",
+        "ENSMUSG00000023169",
         "ENSMUSG00000023170",
         "ENSMUSG00000023224",
         "ENSMUSG00000023249",
@@ -1073,7 +1076,7 @@
         "ENSMUSG00000023348",
         "ENSMUSG00000023353",
         "ENSMUSG00000023367",
-        "ENSMUSG00000023495",
+        "ENSMUSG00000023411",
         "ENSMUSG00000023571",
         "ENSMUSG00000023572",
         "ENSMUSG00000023764",
@@ -1085,7 +1088,6 @@
         "ENSMUSG00000023908",
         "ENSMUSG00000023909",
         "ENSMUSG00000023913",
-        "ENSMUSG00000023919",
         "ENSMUSG00000023947",
         "ENSMUSG00000023951",
         "ENSMUSG00000023959",
@@ -1119,12 +1121,12 @@
         "ENSMUSG00000024151",
         "ENSMUSG00000024160",
         "ENSMUSG00000024163",
+        "ENSMUSG00000024164",
         "ENSMUSG00000024165",
         "ENSMUSG00000024168",
         "ENSMUSG00000024169",
         "ENSMUSG00000024170",
         "ENSMUSG00000024177",
-        "ENSMUSG00000024181",
         "ENSMUSG00000024182",
         "ENSMUSG00000024187",
         "ENSMUSG00000024190",
@@ -1156,6 +1158,7 @@
         "ENSMUSG00000024378",
         "ENSMUSG00000024395",
         "ENSMUSG00000024399",
+        "ENSMUSG00000024400",
         "ENSMUSG00000024413",
         "ENSMUSG00000024427",
         "ENSMUSG00000024436",
@@ -1164,8 +1167,8 @@
         "ENSMUSG00000024457",
         "ENSMUSG00000024462",
         "ENSMUSG00000024474",
-        "ENSMUSG00000024477",
         "ENSMUSG00000024486",
+        "ENSMUSG00000024493",
         "ENSMUSG00000024501",
         "ENSMUSG00000024533",
         "ENSMUSG00000024542",
@@ -1173,6 +1176,7 @@
         "ENSMUSG00000024566",
         "ENSMUSG00000024579",
         "ENSMUSG00000024580",
+        "ENSMUSG00000024583",
         "ENSMUSG00000024588",
         "ENSMUSG00000024592",
         "ENSMUSG00000024597",
@@ -1192,7 +1196,6 @@
         "ENSMUSG00000024673",
         "ENSMUSG00000024675",
         "ENSMUSG00000024677",
-        "ENSMUSG00000024678",
         "ENSMUSG00000024679",
         "ENSMUSG00000024683",
         "ENSMUSG00000024695",
@@ -1219,6 +1222,7 @@
         "ENSMUSG00000024824",
         "ENSMUSG00000024826",
         "ENSMUSG00000024830",
+        "ENSMUSG00000024833",
         "ENSMUSG00000024843",
         "ENSMUSG00000024847",
         "ENSMUSG00000024851",
@@ -1226,6 +1230,7 @@
         "ENSMUSG00000024858",
         "ENSMUSG00000024870",
         "ENSMUSG00000024875",
+        "ENSMUSG00000024878",
         "ENSMUSG00000024889",
         "ENSMUSG00000024897",
         "ENSMUSG00000024899",
@@ -1237,11 +1242,14 @@
         "ENSMUSG00000024926",
         "ENSMUSG00000024937",
         "ENSMUSG00000024939",
+        "ENSMUSG00000024940",
         "ENSMUSG00000024941",
+        "ENSMUSG00000024947",
         "ENSMUSG00000024948",
         "ENSMUSG00000024955",
         "ENSMUSG00000024960",
         "ENSMUSG00000024962",
+        "ENSMUSG00000024963",
         "ENSMUSG00000024970",
         "ENSMUSG00000024985",
         "ENSMUSG00000024986",
@@ -1258,15 +1266,18 @@
         "ENSMUSG00000025066",
         "ENSMUSG00000025076",
         "ENSMUSG00000025078",
+        "ENSMUSG00000025102",
         "ENSMUSG00000025103",
         "ENSMUSG00000025104",
         "ENSMUSG00000025134",
         "ENSMUSG00000025137",
+        "ENSMUSG00000025138",
         "ENSMUSG00000025139",
         "ENSMUSG00000025142",
         "ENSMUSG00000025145",
         "ENSMUSG00000025147",
         "ENSMUSG00000025150",
+        "ENSMUSG00000025153",
         "ENSMUSG00000025155",
         "ENSMUSG00000025158",
         "ENSMUSG00000025161",
@@ -1279,19 +1290,19 @@
         "ENSMUSG00000025192",
         "ENSMUSG00000025208",
         "ENSMUSG00000025212",
-        "ENSMUSG00000025213",
         "ENSMUSG00000025218",
         "ENSMUSG00000025224",
         "ENSMUSG00000025225",
         "ENSMUSG00000025226",
         "ENSMUSG00000025241",
-        "ENSMUSG00000025245",
         "ENSMUSG00000025246",
         "ENSMUSG00000025260",
         "ENSMUSG00000025262",
         "ENSMUSG00000025264",
         "ENSMUSG00000025278",
+        "ENSMUSG00000025280",
         "ENSMUSG00000025287",
+        "ENSMUSG00000025324",
         "ENSMUSG00000025351",
         "ENSMUSG00000025357",
         "ENSMUSG00000025370",
@@ -1304,13 +1315,12 @@
         "ENSMUSG00000025464",
         "ENSMUSG00000025465",
         "ENSMUSG00000025466",
-        "ENSMUSG00000025470",
+        "ENSMUSG00000025485",
         "ENSMUSG00000025486",
         "ENSMUSG00000025487",
         "ENSMUSG00000025491",
         "ENSMUSG00000025494",
         "ENSMUSG00000025495",
-        "ENSMUSG00000025499",
         "ENSMUSG00000025503",
         "ENSMUSG00000025509",
         "ENSMUSG00000025511",
@@ -1327,11 +1337,12 @@
         "ENSMUSG00000025608",
         "ENSMUSG00000025609",
         "ENSMUSG00000025612",
+        "ENSMUSG00000025630",
         "ENSMUSG00000025648",
         "ENSMUSG00000025666",
         "ENSMUSG00000025722",
         "ENSMUSG00000025723",
-        "ENSMUSG00000025728",
+        "ENSMUSG00000025724",
         "ENSMUSG00000025730",
         "ENSMUSG00000025736",
         "ENSMUSG00000025737",
@@ -1346,7 +1357,9 @@
         "ENSMUSG00000025793",
         "ENSMUSG00000025804",
         "ENSMUSG00000025810",
+        "ENSMUSG00000025812",
         "ENSMUSG00000025821",
+        "ENSMUSG00000025854",
         "ENSMUSG00000025867",
         "ENSMUSG00000025869",
         "ENSMUSG00000025871",
@@ -1357,7 +1370,6 @@
         "ENSMUSG00000025888",
         "ENSMUSG00000025898",
         "ENSMUSG00000025902",
-        "ENSMUSG00000025911",
         "ENSMUSG00000025915",
         "ENSMUSG00000025917",
         "ENSMUSG00000025921",
@@ -1372,7 +1384,7 @@
         "ENSMUSG00000026003",
         "ENSMUSG00000026009",
         "ENSMUSG00000026012",
-        "ENSMUSG00000026019",
+        "ENSMUSG00000026028",
         "ENSMUSG00000026031",
         "ENSMUSG00000026035",
         "ENSMUSG00000026036",
@@ -1380,8 +1392,8 @@
         "ENSMUSG00000026049",
         "ENSMUSG00000026073",
         "ENSMUSG00000026088",
+        "ENSMUSG00000026102",
         "ENSMUSG00000026104",
-        "ENSMUSG00000026109",
         "ENSMUSG00000026110",
         "ENSMUSG00000026112",
         "ENSMUSG00000026127",
@@ -1391,30 +1403,28 @@
         "ENSMUSG00000026142",
         "ENSMUSG00000026170",
         "ENSMUSG00000026171",
+        "ENSMUSG00000026172",
         "ENSMUSG00000026176",
-        "ENSMUSG00000026179",
         "ENSMUSG00000026181",
         "ENSMUSG00000026185",
         "ENSMUSG00000026189",
         "ENSMUSG00000026192",
-        "ENSMUSG00000026197",
-        "ENSMUSG00000026199",
         "ENSMUSG00000026201",
         "ENSMUSG00000026202",
         "ENSMUSG00000026203",
-        "ENSMUSG00000026209",
         "ENSMUSG00000026213",
         "ENSMUSG00000026219",
         "ENSMUSG00000026240",
         "ENSMUSG00000026249",
         "ENSMUSG00000026254",
-        "ENSMUSG00000026260",
         "ENSMUSG00000026269",
         "ENSMUSG00000026271",
         "ENSMUSG00000026273",
         "ENSMUSG00000026277",
         "ENSMUSG00000026278",
         "ENSMUSG00000026279",
+        "ENSMUSG00000026281",
+        "ENSMUSG00000026283",
         "ENSMUSG00000026288",
         "ENSMUSG00000026289",
         "ENSMUSG00000026305",
@@ -1436,11 +1446,11 @@
         "ENSMUSG00000026463",
         "ENSMUSG00000026479",
         "ENSMUSG00000026480",
+        "ENSMUSG00000026482",
         "ENSMUSG00000026489",
         "ENSMUSG00000026490",
         "ENSMUSG00000026491",
         "ENSMUSG00000026510",
-        "ENSMUSG00000026516",
         "ENSMUSG00000026520",
         "ENSMUSG00000026547",
         "ENSMUSG00000026548",
@@ -1448,21 +1458,24 @@
         "ENSMUSG00000026563",
         "ENSMUSG00000026565",
         "ENSMUSG00000026566",
+        "ENSMUSG00000026571",
         "ENSMUSG00000026574",
         "ENSMUSG00000026576",
         "ENSMUSG00000026578",
         "ENSMUSG00000026589",
+        "ENSMUSG00000026596",
         "ENSMUSG00000026603",
         "ENSMUSG00000026608",
         "ENSMUSG00000026627",
         "ENSMUSG00000026628",
+        "ENSMUSG00000026634",
         "ENSMUSG00000026637",
         "ENSMUSG00000026640",
         "ENSMUSG00000026641",
+        "ENSMUSG00000026643",
         "ENSMUSG00000026656",
         "ENSMUSG00000026657",
         "ENSMUSG00000026659",
-        "ENSMUSG00000026664",
         "ENSMUSG00000026672",
         "ENSMUSG00000026697",
         "ENSMUSG00000026701",
@@ -1493,13 +1506,11 @@
         "ENSMUSG00000026827",
         "ENSMUSG00000026833",
         "ENSMUSG00000026836",
-        "ENSMUSG00000026856",
-        "ENSMUSG00000026857",
         "ENSMUSG00000026860",
-        "ENSMUSG00000026869",
         "ENSMUSG00000026875",
         "ENSMUSG00000026879",
         "ENSMUSG00000026880",
+        "ENSMUSG00000026883",
         "ENSMUSG00000026896",
         "ENSMUSG00000026915",
         "ENSMUSG00000026921",
@@ -1511,6 +1522,7 @@
         "ENSMUSG00000026960",
         "ENSMUSG00000026966",
         "ENSMUSG00000026970",
+        "ENSMUSG00000026972",
         "ENSMUSG00000026974",
         "ENSMUSG00000026975",
         "ENSMUSG00000026979",
@@ -1537,12 +1549,15 @@
         "ENSMUSG00000027199",
         "ENSMUSG00000027200",
         "ENSMUSG00000027203",
+        "ENSMUSG00000027210",
         "ENSMUSG00000027215",
         "ENSMUSG00000027217",
         "ENSMUSG00000027219",
         "ENSMUSG00000027221",
         "ENSMUSG00000027222",
+        "ENSMUSG00000027223",
         "ENSMUSG00000027239",
+        "ENSMUSG00000027255",
         "ENSMUSG00000027272",
         "ENSMUSG00000027282",
         "ENSMUSG00000027284",
@@ -1550,13 +1565,13 @@
         "ENSMUSG00000027287",
         "ENSMUSG00000027291",
         "ENSMUSG00000027293",
+        "ENSMUSG00000027305",
         "ENSMUSG00000027312",
         "ENSMUSG00000027318",
+        "ENSMUSG00000027327",
         "ENSMUSG00000027332",
-        "ENSMUSG00000027339",
         "ENSMUSG00000027342",
         "ENSMUSG00000027357",
-        "ENSMUSG00000027358",
         "ENSMUSG00000027367",
         "ENSMUSG00000027368",
         "ENSMUSG00000027374",
@@ -1572,17 +1587,14 @@
         "ENSMUSG00000027447",
         "ENSMUSG00000027452",
         "ENSMUSG00000027459",
-        "ENSMUSG00000027465",
         "ENSMUSG00000027472",
-        "ENSMUSG00000027475",
+        "ENSMUSG00000027495",
         "ENSMUSG00000027499",
-        "ENSMUSG00000027502",
         "ENSMUSG00000027506",
         "ENSMUSG00000027508",
         "ENSMUSG00000027519",
         "ENSMUSG00000027531",
         "ENSMUSG00000027533",
-        "ENSMUSG00000027534",
         "ENSMUSG00000027540",
         "ENSMUSG00000027546",
         "ENSMUSG00000027550",
@@ -1629,17 +1641,15 @@
         "ENSMUSG00000027832",
         "ENSMUSG00000027833",
         "ENSMUSG00000027848",
-        "ENSMUSG00000027859",
         "ENSMUSG00000027863",
-        "ENSMUSG00000027868",
         "ENSMUSG00000027875",
         "ENSMUSG00000027881",
+        "ENSMUSG00000027889",
         "ENSMUSG00000027890",
         "ENSMUSG00000027893",
         "ENSMUSG00000027905",
         "ENSMUSG00000027935",
         "ENSMUSG00000027936",
-        "ENSMUSG00000027944",
         "ENSMUSG00000027947",
         "ENSMUSG00000027952",
         "ENSMUSG00000027954",
@@ -1657,14 +1667,12 @@
         "ENSMUSG00000028010",
         "ENSMUSG00000028013",
         "ENSMUSG00000028018",
-        "ENSMUSG00000028041",
         "ENSMUSG00000028044",
-        "ENSMUSG00000028049",
-        "ENSMUSG00000028057",
         "ENSMUSG00000028069",
         "ENSMUSG00000028071",
         "ENSMUSG00000028076",
         "ENSMUSG00000028080",
+        "ENSMUSG00000028093",
         "ENSMUSG00000028096",
         "ENSMUSG00000028098",
         "ENSMUSG00000028101",
@@ -1673,7 +1681,7 @@
         "ENSMUSG00000028108",
         "ENSMUSG00000028111",
         "ENSMUSG00000028114",
-        "ENSMUSG00000028124",
+        "ENSMUSG00000028128",
         "ENSMUSG00000028140",
         "ENSMUSG00000028145",
         "ENSMUSG00000028156",
@@ -1692,15 +1700,17 @@
         "ENSMUSG00000028270",
         "ENSMUSG00000028284",
         "ENSMUSG00000028293",
+        "ENSMUSG00000028300",
         "ENSMUSG00000028309",
         "ENSMUSG00000028312",
+        "ENSMUSG00000028318",
         "ENSMUSG00000028329",
         "ENSMUSG00000028334",
         "ENSMUSG00000028341",
         "ENSMUSG00000028344",
         "ENSMUSG00000028369",
         "ENSMUSG00000028382",
-        "ENSMUSG00000028383",
+        "ENSMUSG00000028385",
         "ENSMUSG00000028397",
         "ENSMUSG00000028402",
         "ENSMUSG00000028411",
@@ -1733,19 +1743,19 @@
         "ENSMUSG00000028551",
         "ENSMUSG00000028560",
         "ENSMUSG00000028563",
-        "ENSMUSG00000028576",
         "ENSMUSG00000028580",
         "ENSMUSG00000028581",
+        "ENSMUSG00000028597",
         "ENSMUSG00000028600",
         "ENSMUSG00000028601",
         "ENSMUSG00000028607",
         "ENSMUSG00000028622",
         "ENSMUSG00000028630",
+        "ENSMUSG00000028636",
         "ENSMUSG00000028643",
         "ENSMUSG00000028651",
         "ENSMUSG00000028653",
         "ENSMUSG00000028669",
-        "ENSMUSG00000028670",
         "ENSMUSG00000028677",
         "ENSMUSG00000028683",
         "ENSMUSG00000028684",
@@ -1758,10 +1768,11 @@
         "ENSMUSG00000028710",
         "ENSMUSG00000028713",
         "ENSMUSG00000028737",
-        "ENSMUSG00000028741",
         "ENSMUSG00000028743",
         "ENSMUSG00000028744",
+        "ENSMUSG00000028756",
         "ENSMUSG00000028771",
+        "ENSMUSG00000028772",
         "ENSMUSG00000028776",
         "ENSMUSG00000028779",
         "ENSMUSG00000028796",
@@ -1771,15 +1782,16 @@
         "ENSMUSG00000028832",
         "ENSMUSG00000028843",
         "ENSMUSG00000028848",
+        "ENSMUSG00000028854",
         "ENSMUSG00000028859",
         "ENSMUSG00000028861",
         "ENSMUSG00000028871",
         "ENSMUSG00000028874",
-        "ENSMUSG00000028882",
         "ENSMUSG00000028884",
         "ENSMUSG00000028885",
         "ENSMUSG00000028886",
         "ENSMUSG00000028889",
+        "ENSMUSG00000028893",
         "ENSMUSG00000028894",
         "ENSMUSG00000028901",
         "ENSMUSG00000028902",
@@ -1820,7 +1832,6 @@
         "ENSMUSG00000029071",
         "ENSMUSG00000029073",
         "ENSMUSG00000029084",
-        "ENSMUSG00000029096",
         "ENSMUSG00000029101",
         "ENSMUSG00000029122",
         "ENSMUSG00000029126",
@@ -1844,7 +1855,6 @@
         "ENSMUSG00000029233",
         "ENSMUSG00000029238",
         "ENSMUSG00000029246",
-        "ENSMUSG00000029249",
         "ENSMUSG00000029253",
         "ENSMUSG00000029270",
         "ENSMUSG00000029272",
@@ -1857,7 +1867,6 @@
         "ENSMUSG00000029312",
         "ENSMUSG00000029321",
         "ENSMUSG00000029328",
-        "ENSMUSG00000029344",
         "ENSMUSG00000029345",
         "ENSMUSG00000029348",
         "ENSMUSG00000029373",
@@ -1881,11 +1890,10 @@
         "ENSMUSG00000029466",
         "ENSMUSG00000029468",
         "ENSMUSG00000029469",
-        "ENSMUSG00000029470",
         "ENSMUSG00000029474",
         "ENSMUSG00000029484",
+        "ENSMUSG00000029490",
         "ENSMUSG00000029500",
-        "ENSMUSG00000029502",
         "ENSMUSG00000029507",
         "ENSMUSG00000029513",
         "ENSMUSG00000029521",
@@ -1896,7 +1904,6 @@
         "ENSMUSG00000029576",
         "ENSMUSG00000029578",
         "ENSMUSG00000029581",
-        "ENSMUSG00000029594",
         "ENSMUSG00000029598",
         "ENSMUSG00000029610",
         "ENSMUSG00000029622",
@@ -1908,6 +1915,7 @@
         "ENSMUSG00000029640",
         "ENSMUSG00000029641",
         "ENSMUSG00000029648",
+        "ENSMUSG00000029650",
         "ENSMUSG00000029661",
         "ENSMUSG00000029669",
         "ENSMUSG00000029672",
@@ -1917,10 +1925,8 @@
         "ENSMUSG00000029710",
         "ENSMUSG00000029713",
         "ENSMUSG00000029718",
-        "ENSMUSG00000029722",
         "ENSMUSG00000029726",
         "ENSMUSG00000029730",
-        "ENSMUSG00000029752",
         "ENSMUSG00000029763",
         "ENSMUSG00000029771",
         "ENSMUSG00000029778",
@@ -1934,7 +1940,6 @@
         "ENSMUSG00000029832",
         "ENSMUSG00000029833",
         "ENSMUSG00000029864",
-        "ENSMUSG00000029993",
         "ENSMUSG00000029998",
         "ENSMUSG00000030002",
         "ENSMUSG00000030008",
@@ -1964,10 +1969,9 @@
         "ENSMUSG00000030149",
         "ENSMUSG00000030172",
         "ENSMUSG00000030187",
-        "ENSMUSG00000030188",
-        "ENSMUSG00000030189",
         "ENSMUSG00000030203",
         "ENSMUSG00000030207",
+        "ENSMUSG00000030208",
         "ENSMUSG00000030213",
         "ENSMUSG00000030214",
         "ENSMUSG00000030216",
@@ -1987,7 +1991,6 @@
         "ENSMUSG00000030301",
         "ENSMUSG00000030306",
         "ENSMUSG00000030317",
-        "ENSMUSG00000030335",
         "ENSMUSG00000030336",
         "ENSMUSG00000030342",
         "ENSMUSG00000030351",
@@ -1997,7 +2000,6 @@
         "ENSMUSG00000030409",
         "ENSMUSG00000030410",
         "ENSMUSG00000030423",
-        "ENSMUSG00000030427",
         "ENSMUSG00000030431",
         "ENSMUSG00000030468",
         "ENSMUSG00000030513",
@@ -2012,7 +2014,6 @@
         "ENSMUSG00000030559",
         "ENSMUSG00000030560",
         "ENSMUSG00000030579",
-        "ENSMUSG00000030583",
         "ENSMUSG00000030589",
         "ENSMUSG00000030590",
         "ENSMUSG00000030602",
@@ -2043,7 +2044,7 @@
         "ENSMUSG00000030742",
         "ENSMUSG00000030745",
         "ENSMUSG00000030747",
-        "ENSMUSG00000030751",
+        "ENSMUSG00000030750",
         "ENSMUSG00000030760",
         "ENSMUSG00000030768",
         "ENSMUSG00000030770",
@@ -2066,10 +2067,10 @@
         "ENSMUSG00000030861",
         "ENSMUSG00000030862",
         "ENSMUSG00000030878",
-        "ENSMUSG00000030879",
         "ENSMUSG00000030884",
         "ENSMUSG00000030888",
         "ENSMUSG00000030890",
+        "ENSMUSG00000030917",
         "ENSMUSG00000030922",
         "ENSMUSG00000030924",
         "ENSMUSG00000030930",
@@ -2081,22 +2082,24 @@
         "ENSMUSG00000031024",
         "ENSMUSG00000031060",
         "ENSMUSG00000031066",
+        "ENSMUSG00000031070",
+        "ENSMUSG00000031072",
+        "ENSMUSG00000031077",
         "ENSMUSG00000031078",
         "ENSMUSG00000031109",
         "ENSMUSG00000031129",
         "ENSMUSG00000031143",
         "ENSMUSG00000031146",
-        "ENSMUSG00000031149",
         "ENSMUSG00000031154",
         "ENSMUSG00000031155",
         "ENSMUSG00000031156",
+        "ENSMUSG00000031158",
         "ENSMUSG00000031169",
         "ENSMUSG00000031171",
         "ENSMUSG00000031176",
         "ENSMUSG00000031201",
         "ENSMUSG00000031217",
         "ENSMUSG00000031239",
-        "ENSMUSG00000031242",
         "ENSMUSG00000031253",
         "ENSMUSG00000031256",
         "ENSMUSG00000031283",
@@ -2117,15 +2120,16 @@
         "ENSMUSG00000031387",
         "ENSMUSG00000031388",
         "ENSMUSG00000031393",
-        "ENSMUSG00000031399",
         "ENSMUSG00000031402",
         "ENSMUSG00000031403",
         "ENSMUSG00000031432",
         "ENSMUSG00000031441",
+        "ENSMUSG00000031444",
         "ENSMUSG00000031446",
         "ENSMUSG00000031451",
         "ENSMUSG00000031458",
         "ENSMUSG00000031467",
+        "ENSMUSG00000031479",
         "ENSMUSG00000031480",
         "ENSMUSG00000031497",
         "ENSMUSG00000031503",
@@ -2140,14 +2144,14 @@
         "ENSMUSG00000031548",
         "ENSMUSG00000031563",
         "ENSMUSG00000031568",
-        "ENSMUSG00000031578",
         "ENSMUSG00000031584",
         "ENSMUSG00000031595",
+        "ENSMUSG00000031600",
+        "ENSMUSG00000031601",
         "ENSMUSG00000031608",
         "ENSMUSG00000031628",
         "ENSMUSG00000031631",
         "ENSMUSG00000031634",
-        "ENSMUSG00000031642",
         "ENSMUSG00000031644",
         "ENSMUSG00000031652",
         "ENSMUSG00000031659",
@@ -2164,7 +2168,6 @@
         "ENSMUSG00000031729",
         "ENSMUSG00000031750",
         "ENSMUSG00000031751",
-        "ENSMUSG00000031758",
         "ENSMUSG00000031762",
         "ENSMUSG00000031765",
         "ENSMUSG00000031767",
@@ -2207,16 +2210,19 @@
         "ENSMUSG00000031934",
         "ENSMUSG00000031938",
         "ENSMUSG00000031955",
+        "ENSMUSG00000031960",
         "ENSMUSG00000031972",
         "ENSMUSG00000031980",
         "ENSMUSG00000031983",
         "ENSMUSG00000031984",
         "ENSMUSG00000031987",
+        "ENSMUSG00000031990",
         "ENSMUSG00000031993",
         "ENSMUSG00000031996",
         "ENSMUSG00000032006",
         "ENSMUSG00000032014",
         "ENSMUSG00000032035",
+        "ENSMUSG00000032040",
         "ENSMUSG00000032053",
         "ENSMUSG00000032060",
         "ENSMUSG00000032078",
@@ -2224,10 +2230,12 @@
         "ENSMUSG00000032094",
         "ENSMUSG00000032103",
         "ENSMUSG00000032114",
+        "ENSMUSG00000032115",
         "ENSMUSG00000032118",
         "ENSMUSG00000032121",
         "ENSMUSG00000032122",
         "ENSMUSG00000032125",
+        "ENSMUSG00000032126",
         "ENSMUSG00000032172",
         "ENSMUSG00000032177",
         "ENSMUSG00000032181",
@@ -2237,6 +2245,7 @@
         "ENSMUSG00000032198",
         "ENSMUSG00000032228",
         "ENSMUSG00000032231",
+        "ENSMUSG00000032238",
         "ENSMUSG00000032243",
         "ENSMUSG00000032244",
         "ENSMUSG00000032246",
@@ -2245,7 +2254,9 @@
         "ENSMUSG00000032271",
         "ENSMUSG00000032279",
         "ENSMUSG00000032280",
+        "ENSMUSG00000032285",
         "ENSMUSG00000032290",
+        "ENSMUSG00000032305",
         "ENSMUSG00000032324",
         "ENSMUSG00000032333",
         "ENSMUSG00000032340",
@@ -2260,7 +2271,6 @@
         "ENSMUSG00000032381",
         "ENSMUSG00000032388",
         "ENSMUSG00000032392",
-        "ENSMUSG00000032396",
         "ENSMUSG00000032397",
         "ENSMUSG00000032411",
         "ENSMUSG00000032422",
@@ -2274,9 +2284,9 @@
         "ENSMUSG00000032487",
         "ENSMUSG00000032491",
         "ENSMUSG00000032492",
-        "ENSMUSG00000032497",
         "ENSMUSG00000032525",
         "ENSMUSG00000032527",
+        "ENSMUSG00000032534",
         "ENSMUSG00000032549",
         "ENSMUSG00000032551",
         "ENSMUSG00000032553",
@@ -2292,6 +2302,7 @@
         "ENSMUSG00000032598",
         "ENSMUSG00000032599",
         "ENSMUSG00000032601",
+        "ENSMUSG00000032604",
         "ENSMUSG00000032606",
         "ENSMUSG00000032624",
         "ENSMUSG00000032643",
@@ -2315,7 +2326,6 @@
         "ENSMUSG00000032741",
         "ENSMUSG00000032754",
         "ENSMUSG00000032763",
-        "ENSMUSG00000032806",
         "ENSMUSG00000032812",
         "ENSMUSG00000032827",
         "ENSMUSG00000032834",
@@ -2331,6 +2341,7 @@
         "ENSMUSG00000032939",
         "ENSMUSG00000032952",
         "ENSMUSG00000032965",
+        "ENSMUSG00000032977",
         "ENSMUSG00000033014",
         "ENSMUSG00000033021",
         "ENSMUSG00000033032",
@@ -2349,7 +2360,6 @@
         "ENSMUSG00000033114",
         "ENSMUSG00000033149",
         "ENSMUSG00000033157",
-        "ENSMUSG00000033159",
         "ENSMUSG00000033166",
         "ENSMUSG00000033174",
         "ENSMUSG00000033186",
@@ -2357,7 +2367,6 @@
         "ENSMUSG00000033208",
         "ENSMUSG00000033216",
         "ENSMUSG00000033220",
-        "ENSMUSG00000033237",
         "ENSMUSG00000033272",
         "ENSMUSG00000033278",
         "ENSMUSG00000033282",
@@ -2374,17 +2383,16 @@
         "ENSMUSG00000033417",
         "ENSMUSG00000033430",
         "ENSMUSG00000033434",
-        "ENSMUSG00000033436",
         "ENSMUSG00000033444",
         "ENSMUSG00000033446",
         "ENSMUSG00000033450",
-        "ENSMUSG00000033460",
         "ENSMUSG00000033467",
         "ENSMUSG00000033488",
         "ENSMUSG00000033530",
         "ENSMUSG00000033540",
         "ENSMUSG00000033543",
         "ENSMUSG00000033544",
+        "ENSMUSG00000033545",
         "ENSMUSG00000033557",
         "ENSMUSG00000033577",
         "ENSMUSG00000033585",
@@ -2404,14 +2412,13 @@
         "ENSMUSG00000033781",
         "ENSMUSG00000033819",
         "ENSMUSG00000033862",
-        "ENSMUSG00000033863",
-        "ENSMUSG00000033917",
         "ENSMUSG00000033918",
         "ENSMUSG00000033931",
         "ENSMUSG00000033949",
         "ENSMUSG00000033960",
         "ENSMUSG00000033991",
         "ENSMUSG00000034006",
+        "ENSMUSG00000034007",
         "ENSMUSG00000034032",
         "ENSMUSG00000034042",
         "ENSMUSG00000034075",
@@ -2421,22 +2428,18 @@
         "ENSMUSG00000034175",
         "ENSMUSG00000034187",
         "ENSMUSG00000034203",
-        "ENSMUSG00000034211",
         "ENSMUSG00000034218",
         "ENSMUSG00000034235",
-        "ENSMUSG00000034243",
         "ENSMUSG00000034247",
         "ENSMUSG00000034248",
         "ENSMUSG00000034252",
         "ENSMUSG00000034255",
-        "ENSMUSG00000034259",
         "ENSMUSG00000034266",
         "ENSMUSG00000034269",
         "ENSMUSG00000034274",
         "ENSMUSG00000034300",
         "ENSMUSG00000034317",
         "ENSMUSG00000034321",
-        "ENSMUSG00000034330",
         "ENSMUSG00000034341",
         "ENSMUSG00000034342",
         "ENSMUSG00000034349",
@@ -2456,9 +2459,9 @@
         "ENSMUSG00000034501",
         "ENSMUSG00000034518",
         "ENSMUSG00000034520",
-        "ENSMUSG00000034522",
         "ENSMUSG00000034575",
         "ENSMUSG00000034593",
+        "ENSMUSG00000034601",
         "ENSMUSG00000034610",
         "ENSMUSG00000034612",
         "ENSMUSG00000034616",
@@ -2469,6 +2472,7 @@
         "ENSMUSG00000034652",
         "ENSMUSG00000034659",
         "ENSMUSG00000034709",
+        "ENSMUSG00000034714",
         "ENSMUSG00000034748",
         "ENSMUSG00000034789",
         "ENSMUSG00000034792",
@@ -2476,6 +2480,7 @@
         "ENSMUSG00000034839",
         "ENSMUSG00000034842",
         "ENSMUSG00000034845",
+        "ENSMUSG00000034848",
         "ENSMUSG00000034855",
         "ENSMUSG00000034867",
         "ENSMUSG00000034875",
@@ -2499,15 +2504,13 @@
         "ENSMUSG00000035171",
         "ENSMUSG00000035173",
         "ENSMUSG00000035184",
-        "ENSMUSG00000035198",
         "ENSMUSG00000035202",
-        "ENSMUSG00000035234",
-        "ENSMUSG00000035245",
         "ENSMUSG00000035248",
         "ENSMUSG00000035268",
         "ENSMUSG00000035279",
         "ENSMUSG00000035284",
         "ENSMUSG00000035314",
+        "ENSMUSG00000035351",
         "ENSMUSG00000035367",
         "ENSMUSG00000035373",
         "ENSMUSG00000035376",
@@ -2546,11 +2549,11 @@
         "ENSMUSG00000035824",
         "ENSMUSG00000035828",
         "ENSMUSG00000035835",
+        "ENSMUSG00000035845",
         "ENSMUSG00000035890",
         "ENSMUSG00000035891",
         "ENSMUSG00000035929",
         "ENSMUSG00000035933",
-        "ENSMUSG00000035949",
         "ENSMUSG00000035958",
         "ENSMUSG00000035967",
         "ENSMUSG00000036002",
@@ -2558,6 +2561,7 @@
         "ENSMUSG00000036057",
         "ENSMUSG00000036061",
         "ENSMUSG00000036067",
+        "ENSMUSG00000036078",
         "ENSMUSG00000036099",
         "ENSMUSG00000036103",
         "ENSMUSG00000036104",
@@ -2590,6 +2594,7 @@
         "ENSMUSG00000036459",
         "ENSMUSG00000036469",
         "ENSMUSG00000036501",
+        "ENSMUSG00000036513",
         "ENSMUSG00000036533",
         "ENSMUSG00000036550",
         "ENSMUSG00000036553",
@@ -2604,6 +2609,7 @@
         "ENSMUSG00000036632",
         "ENSMUSG00000036639",
         "ENSMUSG00000036644",
+        "ENSMUSG00000036686",
         "ENSMUSG00000036779",
         "ENSMUSG00000036817",
         "ENSMUSG00000036820",
@@ -2638,7 +2644,6 @@
         "ENSMUSG00000037204",
         "ENSMUSG00000037210",
         "ENSMUSG00000037211",
-        "ENSMUSG00000037221",
         "ENSMUSG00000037235",
         "ENSMUSG00000037242",
         "ENSMUSG00000037262",
@@ -2647,7 +2652,6 @@
         "ENSMUSG00000037316",
         "ENSMUSG00000037318",
         "ENSMUSG00000037321",
-        "ENSMUSG00000037326",
         "ENSMUSG00000037343",
         "ENSMUSG00000037344",
         "ENSMUSG00000037347",
@@ -2679,7 +2683,6 @@
         "ENSMUSG00000037621",
         "ENSMUSG00000037622",
         "ENSMUSG00000037643",
-        "ENSMUSG00000037646",
         "ENSMUSG00000037649",
         "ENSMUSG00000037661",
         "ENSMUSG00000037664",
@@ -2693,15 +2696,18 @@
         "ENSMUSG00000037761",
         "ENSMUSG00000037788",
         "ENSMUSG00000037791",
+        "ENSMUSG00000037795",
         "ENSMUSG00000037808",
         "ENSMUSG00000037815",
         "ENSMUSG00000037816",
         "ENSMUSG00000037820",
         "ENSMUSG00000037824",
         "ENSMUSG00000037826",
+        "ENSMUSG00000037851",
         "ENSMUSG00000037852",
         "ENSMUSG00000037872",
         "ENSMUSG00000037885",
+        "ENSMUSG00000037896",
         "ENSMUSG00000037936",
         "ENSMUSG00000037944",
         "ENSMUSG00000037949",
@@ -2717,7 +2723,6 @@
         "ENSMUSG00000038059",
         "ENSMUSG00000038068",
         "ENSMUSG00000038069",
-        "ENSMUSG00000038074",
         "ENSMUSG00000038080",
         "ENSMUSG00000038085",
         "ENSMUSG00000038086",
@@ -2730,6 +2735,7 @@
         "ENSMUSG00000038188",
         "ENSMUSG00000038205",
         "ENSMUSG00000038206",
+        "ENSMUSG00000038212",
         "ENSMUSG00000038215",
         "ENSMUSG00000038235",
         "ENSMUSG00000038236",
@@ -2749,18 +2755,18 @@
         "ENSMUSG00000038400",
         "ENSMUSG00000038417",
         "ENSMUSG00000038418",
-        "ENSMUSG00000038421",
         "ENSMUSG00000038437",
+        "ENSMUSG00000038456",
         "ENSMUSG00000038481",
+        "ENSMUSG00000038485",
         "ENSMUSG00000038489",
         "ENSMUSG00000038502",
         "ENSMUSG00000038506",
         "ENSMUSG00000038515",
         "ENSMUSG00000038517",
         "ENSMUSG00000038525",
-        "ENSMUSG00000038527",
-        "ENSMUSG00000038533",
         "ENSMUSG00000038535",
+        "ENSMUSG00000038552",
         "ENSMUSG00000038563",
         "ENSMUSG00000038564",
         "ENSMUSG00000038578",
@@ -2772,6 +2778,7 @@
         "ENSMUSG00000038642",
         "ENSMUSG00000038644",
         "ENSMUSG00000038648",
+        "ENSMUSG00000038650",
         "ENSMUSG00000038671",
         "ENSMUSG00000038695",
         "ENSMUSG00000038705",
@@ -2810,15 +2817,14 @@
         "ENSMUSG00000039109",
         "ENSMUSG00000039126",
         "ENSMUSG00000039128",
-        "ENSMUSG00000039130",
         "ENSMUSG00000039145",
         "ENSMUSG00000039153",
         "ENSMUSG00000039157",
         "ENSMUSG00000039163",
+        "ENSMUSG00000039166",
         "ENSMUSG00000039167",
         "ENSMUSG00000039168",
         "ENSMUSG00000039182",
-        "ENSMUSG00000039195",
         "ENSMUSG00000039205",
         "ENSMUSG00000039206",
         "ENSMUSG00000039208",
@@ -2831,40 +2837,32 @@
         "ENSMUSG00000039244",
         "ENSMUSG00000039253",
         "ENSMUSG00000039254",
-        "ENSMUSG00000039262",
         "ENSMUSG00000039264",
         "ENSMUSG00000039304",
-        "ENSMUSG00000039349",
-        "ENSMUSG00000039354",
         "ENSMUSG00000039356",
         "ENSMUSG00000039382",
-        "ENSMUSG00000039405",
         "ENSMUSG00000039410",
         "ENSMUSG00000039427",
         "ENSMUSG00000039428",
-        "ENSMUSG00000039450",
         "ENSMUSG00000039456",
         "ENSMUSG00000039457",
-        "ENSMUSG00000039458",
         "ENSMUSG00000039461",
         "ENSMUSG00000039463",
         "ENSMUSG00000039473",
         "ENSMUSG00000039476",
         "ENSMUSG00000039477",
         "ENSMUSG00000039480",
-        "ENSMUSG00000039483",
         "ENSMUSG00000039485",
         "ENSMUSG00000039501",
         "ENSMUSG00000039509",
+        "ENSMUSG00000039512",
         "ENSMUSG00000039529",
         "ENSMUSG00000039568",
-        "ENSMUSG00000039585",
         "ENSMUSG00000039615",
         "ENSMUSG00000039623",
         "ENSMUSG00000039652",
         "ENSMUSG00000039660",
         "ENSMUSG00000039686",
-        "ENSMUSG00000039693",
         "ENSMUSG00000039697",
         "ENSMUSG00000039703",
         "ENSMUSG00000039706",
@@ -2882,9 +2880,10 @@
         "ENSMUSG00000039841",
         "ENSMUSG00000039844",
         "ENSMUSG00000039853",
-        "ENSMUSG00000039883",
+        "ENSMUSG00000039899",
         "ENSMUSG00000039901",
         "ENSMUSG00000039908",
+        "ENSMUSG00000039910",
         "ENSMUSG00000039914",
         "ENSMUSG00000039917",
         "ENSMUSG00000039934",
@@ -2898,7 +2897,6 @@
         "ENSMUSG00000039981",
         "ENSMUSG00000039982",
         "ENSMUSG00000039983",
-        "ENSMUSG00000039987",
         "ENSMUSG00000040022",
         "ENSMUSG00000040029",
         "ENSMUSG00000040033",
@@ -2944,7 +2942,6 @@
         "ENSMUSG00000040520",
         "ENSMUSG00000040521",
         "ENSMUSG00000040524",
-        "ENSMUSG00000040537",
         "ENSMUSG00000040557",
         "ENSMUSG00000040584",
         "ENSMUSG00000040586",
@@ -2971,10 +2968,13 @@
         "ENSMUSG00000040738",
         "ENSMUSG00000040746",
         "ENSMUSG00000040751",
+        "ENSMUSG00000040795",
         "ENSMUSG00000040809",
         "ENSMUSG00000040811",
+        "ENSMUSG00000040820",
         "ENSMUSG00000040841",
         "ENSMUSG00000040842",
+        "ENSMUSG00000040843",
         "ENSMUSG00000040848",
         "ENSMUSG00000040855",
         "ENSMUSG00000040857",
@@ -2991,7 +2991,6 @@
         "ENSMUSG00000041117",
         "ENSMUSG00000041120",
         "ENSMUSG00000041124",
-        "ENSMUSG00000041130",
         "ENSMUSG00000041132",
         "ENSMUSG00000041134",
         "ENSMUSG00000041143",
@@ -3021,7 +3020,9 @@
         "ENSMUSG00000041530",
         "ENSMUSG00000041538",
         "ENSMUSG00000041540",
+        "ENSMUSG00000041629",
         "ENSMUSG00000041632",
+        "ENSMUSG00000041688",
         "ENSMUSG00000041702",
         "ENSMUSG00000041712",
         "ENSMUSG00000041729",
@@ -3031,6 +3032,7 @@
         "ENSMUSG00000041775",
         "ENSMUSG00000041801",
         "ENSMUSG00000041827",
+        "ENSMUSG00000041828",
         "ENSMUSG00000041836",
         "ENSMUSG00000041837",
         "ENSMUSG00000041840",
@@ -3038,8 +3040,8 @@
         "ENSMUSG00000041889",
         "ENSMUSG00000041895",
         "ENSMUSG00000041915",
+        "ENSMUSG00000041920",
         "ENSMUSG00000041921",
-        "ENSMUSG00000041935",
         "ENSMUSG00000041936",
         "ENSMUSG00000041939",
         "ENSMUSG00000041954",
@@ -3052,6 +3054,7 @@
         "ENSMUSG00000042066",
         "ENSMUSG00000042073",
         "ENSMUSG00000042099",
+        "ENSMUSG00000042104",
         "ENSMUSG00000042105",
         "ENSMUSG00000042106",
         "ENSMUSG00000042116",
@@ -3064,6 +3067,7 @@
         "ENSMUSG00000042284",
         "ENSMUSG00000042293",
         "ENSMUSG00000042305",
+        "ENSMUSG00000042308",
         "ENSMUSG00000042349",
         "ENSMUSG00000042354",
         "ENSMUSG00000042369",
@@ -3087,6 +3091,7 @@
         "ENSMUSG00000042644",
         "ENSMUSG00000042659",
         "ENSMUSG00000042660",
+        "ENSMUSG00000042675",
         "ENSMUSG00000042705",
         "ENSMUSG00000042712",
         "ENSMUSG00000042726",
@@ -3097,13 +3102,11 @@
         "ENSMUSG00000042807",
         "ENSMUSG00000042821",
         "ENSMUSG00000042834",
-        "ENSMUSG00000042851",
         "ENSMUSG00000042978",
         "ENSMUSG00000043019",
         "ENSMUSG00000043065",
         "ENSMUSG00000043090",
         "ENSMUSG00000043131",
-        "ENSMUSG00000043183",
         "ENSMUSG00000043252",
         "ENSMUSG00000043263",
         "ENSMUSG00000043279",
@@ -3111,14 +3114,12 @@
         "ENSMUSG00000043415",
         "ENSMUSG00000043421",
         "ENSMUSG00000043432",
-        "ENSMUSG00000043445",
         "ENSMUSG00000043496",
         "ENSMUSG00000043505",
         "ENSMUSG00000043556",
         "ENSMUSG00000043613",
         "ENSMUSG00000043629",
         "ENSMUSG00000043702",
-        "ENSMUSG00000043733",
         "ENSMUSG00000043885",
         "ENSMUSG00000043909",
         "ENSMUSG00000043953",
@@ -3126,6 +3127,7 @@
         "ENSMUSG00000043987",
         "ENSMUSG00000044037",
         "ENSMUSG00000044066",
+        "ENSMUSG00000044068",
         "ENSMUSG00000044199",
         "ENSMUSG00000044224",
         "ENSMUSG00000044229",
@@ -3173,6 +3175,7 @@
         "ENSMUSG00000045257",
         "ENSMUSG00000045312",
         "ENSMUSG00000045316",
+        "ENSMUSG00000045333",
         "ENSMUSG00000045374",
         "ENSMUSG00000045392",
         "ENSMUSG00000045394",
@@ -3184,7 +3187,6 @@
         "ENSMUSG00000045502",
         "ENSMUSG00000045538",
         "ENSMUSG00000045545",
-        "ENSMUSG00000045625",
         "ENSMUSG00000045636",
         "ENSMUSG00000045664",
         "ENSMUSG00000045665",
@@ -3200,30 +3202,32 @@
         "ENSMUSG00000045930",
         "ENSMUSG00000045932",
         "ENSMUSG00000045934",
-        "ENSMUSG00000045948",
         "ENSMUSG00000045954",
+        "ENSMUSG00000045975",
         "ENSMUSG00000046010",
         "ENSMUSG00000046031",
+        "ENSMUSG00000046056",
         "ENSMUSG00000046058",
         "ENSMUSG00000046185",
         "ENSMUSG00000046186",
-        "ENSMUSG00000046207",
         "ENSMUSG00000046245",
         "ENSMUSG00000046280",
         "ENSMUSG00000046314",
+        "ENSMUSG00000046351",
         "ENSMUSG00000046402",
         "ENSMUSG00000046417",
         "ENSMUSG00000046470",
         "ENSMUSG00000046546",
         "ENSMUSG00000046556",
+        "ENSMUSG00000046574",
         "ENSMUSG00000046688",
         "ENSMUSG00000046691",
-        "ENSMUSG00000046727",
         "ENSMUSG00000046731",
         "ENSMUSG00000046733",
         "ENSMUSG00000046743",
         "ENSMUSG00000046768",
         "ENSMUSG00000046806",
+        "ENSMUSG00000046822",
         "ENSMUSG00000046856",
         "ENSMUSG00000046861",
         "ENSMUSG00000046862",
@@ -3234,6 +3238,7 @@
         "ENSMUSG00000046949",
         "ENSMUSG00000046985",
         "ENSMUSG00000047037",
+        "ENSMUSG00000047084",
         "ENSMUSG00000047090",
         "ENSMUSG00000047123",
         "ENSMUSG00000047139",
@@ -3245,19 +3250,19 @@
         "ENSMUSG00000047264",
         "ENSMUSG00000047281",
         "ENSMUSG00000047368",
+        "ENSMUSG00000047379",
         "ENSMUSG00000047388",
         "ENSMUSG00000047407",
         "ENSMUSG00000047409",
         "ENSMUSG00000047412",
-        "ENSMUSG00000047423",
         "ENSMUSG00000047446",
         "ENSMUSG00000047454",
         "ENSMUSG00000047617",
         "ENSMUSG00000047638",
         "ENSMUSG00000047649",
-        "ENSMUSG00000047710",
         "ENSMUSG00000047714",
         "ENSMUSG00000047719",
+        "ENSMUSG00000047731",
         "ENSMUSG00000047735",
         "ENSMUSG00000047777",
         "ENSMUSG00000047793",
@@ -3266,15 +3271,12 @@
         "ENSMUSG00000047881",
         "ENSMUSG00000047888",
         "ENSMUSG00000047945",
-        "ENSMUSG00000047963",
         "ENSMUSG00000047996",
         "ENSMUSG00000048007",
         "ENSMUSG00000048039",
         "ENSMUSG00000048100",
         "ENSMUSG00000048126",
         "ENSMUSG00000048138",
-        "ENSMUSG00000048154",
-        "ENSMUSG00000048175",
         "ENSMUSG00000048200",
         "ENSMUSG00000048251",
         "ENSMUSG00000048271",
@@ -3302,7 +3304,7 @@
         "ENSMUSG00000048960",
         "ENSMUSG00000049044",
         "ENSMUSG00000049076",
-        "ENSMUSG00000049086",
+        "ENSMUSG00000049090",
         "ENSMUSG00000049130",
         "ENSMUSG00000049305",
         "ENSMUSG00000049323",
@@ -3315,11 +3317,11 @@
         "ENSMUSG00000049521",
         "ENSMUSG00000049553",
         "ENSMUSG00000049577",
-        "ENSMUSG00000049658",
         "ENSMUSG00000049728",
         "ENSMUSG00000049739",
         "ENSMUSG00000049755",
         "ENSMUSG00000049775",
+        "ENSMUSG00000049872",
         "ENSMUSG00000049892",
         "ENSMUSG00000049922",
         "ENSMUSG00000049932",
@@ -3330,6 +3332,7 @@
         "ENSMUSG00000050174",
         "ENSMUSG00000050212",
         "ENSMUSG00000050222",
+        "ENSMUSG00000050229",
         "ENSMUSG00000050240",
         "ENSMUSG00000050244",
         "ENSMUSG00000050310",
@@ -3338,12 +3341,10 @@
         "ENSMUSG00000050350",
         "ENSMUSG00000050373",
         "ENSMUSG00000050379",
-        "ENSMUSG00000050410",
         "ENSMUSG00000050541",
         "ENSMUSG00000050549",
         "ENSMUSG00000050565",
         "ENSMUSG00000050627",
-        "ENSMUSG00000050668",
         "ENSMUSG00000050708",
         "ENSMUSG00000050737",
         "ENSMUSG00000050777",
@@ -3352,12 +3353,10 @@
         "ENSMUSG00000050921",
         "ENSMUSG00000051022",
         "ENSMUSG00000051124",
-        "ENSMUSG00000051154",
         "ENSMUSG00000051177",
         "ENSMUSG00000051184",
         "ENSMUSG00000051185",
         "ENSMUSG00000051212",
-        "ENSMUSG00000051232",
         "ENSMUSG00000051236",
         "ENSMUSG00000051256",
         "ENSMUSG00000051285",
@@ -3367,8 +3366,6 @@
         "ENSMUSG00000051351",
         "ENSMUSG00000051375",
         "ENSMUSG00000051379",
-        "ENSMUSG00000051390",
-        "ENSMUSG00000051391",
         "ENSMUSG00000051403",
         "ENSMUSG00000051413",
         "ENSMUSG00000051439",
@@ -3384,15 +3381,14 @@
         "ENSMUSG00000051851",
         "ENSMUSG00000051855",
         "ENSMUSG00000051978",
+        "ENSMUSG00000052033",
         "ENSMUSG00000052139",
-        "ENSMUSG00000052144",
         "ENSMUSG00000052151",
         "ENSMUSG00000052155",
         "ENSMUSG00000052160",
         "ENSMUSG00000052253",
         "ENSMUSG00000052296",
         "ENSMUSG00000052298",
-        "ENSMUSG00000052301",
         "ENSMUSG00000052305",
         "ENSMUSG00000052336",
         "ENSMUSG00000052369",
@@ -3412,7 +3408,6 @@
         "ENSMUSG00000052760",
         "ENSMUSG00000052763",
         "ENSMUSG00000052776",
-        "ENSMUSG00000052833",
         "ENSMUSG00000052906",
         "ENSMUSG00000052917",
         "ENSMUSG00000052921",
@@ -3446,6 +3441,7 @@
         "ENSMUSG00000053730",
         "ENSMUSG00000053774",
         "ENSMUSG00000053886",
+        "ENSMUSG00000053929",
         "ENSMUSG00000053964",
         "ENSMUSG00000054008",
         "ENSMUSG00000054027",
@@ -3458,9 +3454,9 @@
         "ENSMUSG00000054204",
         "ENSMUSG00000054263",
         "ENSMUSG00000054302",
+        "ENSMUSG00000054342",
         "ENSMUSG00000054381",
         "ENSMUSG00000054387",
-        "ENSMUSG00000054405",
         "ENSMUSG00000054414",
         "ENSMUSG00000054426",
         "ENSMUSG00000054435",
@@ -3487,8 +3483,8 @@
         "ENSMUSG00000055041",
         "ENSMUSG00000055053",
         "ENSMUSG00000055067",
+        "ENSMUSG00000055116",
         "ENSMUSG00000055128",
-        "ENSMUSG00000055148",
         "ENSMUSG00000055200",
         "ENSMUSG00000055204",
         "ENSMUSG00000055301",
@@ -3502,6 +3498,7 @@
         "ENSMUSG00000055670",
         "ENSMUSG00000055707",
         "ENSMUSG00000055720",
+        "ENSMUSG00000055782",
         "ENSMUSG00000055805",
         "ENSMUSG00000055817",
         "ENSMUSG00000055835",
@@ -3514,6 +3511,7 @@
         "ENSMUSG00000056069",
         "ENSMUSG00000056071",
         "ENSMUSG00000056091",
+        "ENSMUSG00000056121",
         "ENSMUSG00000056124",
         "ENSMUSG00000056201",
         "ENSMUSG00000056216",
@@ -3536,7 +3534,6 @@
         "ENSMUSG00000056737",
         "ENSMUSG00000056749",
         "ENSMUSG00000056820",
-        "ENSMUSG00000056888",
         "ENSMUSG00000056938",
         "ENSMUSG00000056952",
         "ENSMUSG00000056973",
@@ -3549,6 +3546,7 @@
         "ENSMUSG00000057193",
         "ENSMUSG00000057219",
         "ENSMUSG00000057229",
+        "ENSMUSG00000057286",
         "ENSMUSG00000057342",
         "ENSMUSG00000057346",
         "ENSMUSG00000057363",
@@ -3556,6 +3554,7 @@
         "ENSMUSG00000057388",
         "ENSMUSG00000057409",
         "ENSMUSG00000057421",
+        "ENSMUSG00000057497",
         "ENSMUSG00000057531",
         "ENSMUSG00000057572",
         "ENSMUSG00000057596",
@@ -3583,6 +3582,7 @@
         "ENSMUSG00000058444",
         "ENSMUSG00000058454",
         "ENSMUSG00000058486",
+        "ENSMUSG00000058569",
         "ENSMUSG00000058586",
         "ENSMUSG00000058690",
         "ENSMUSG00000058715",
@@ -3590,7 +3590,7 @@
         "ENSMUSG00000058756",
         "ENSMUSG00000058761",
         "ENSMUSG00000058818",
-        "ENSMUSG00000058997",
+        "ENSMUSG00000058886",
         "ENSMUSG00000059013",
         "ENSMUSG00000059108",
         "ENSMUSG00000059142",
@@ -3604,7 +3604,6 @@
         "ENSMUSG00000059479",
         "ENSMUSG00000059486",
         "ENSMUSG00000059498",
-        "ENSMUSG00000059540",
         "ENSMUSG00000059554",
         "ENSMUSG00000059555",
         "ENSMUSG00000059669",
@@ -3618,7 +3617,6 @@
         "ENSMUSG00000059851",
         "ENSMUSG00000059890",
         "ENSMUSG00000059895",
-        "ENSMUSG00000059923",
         "ENSMUSG00000059981",
         "ENSMUSG00000059995",
         "ENSMUSG00000060038",
@@ -3675,6 +3673,7 @@
         "ENSMUSG00000062110",
         "ENSMUSG00000062116",
         "ENSMUSG00000062175",
+        "ENSMUSG00000062198",
         "ENSMUSG00000062202",
         "ENSMUSG00000062210",
         "ENSMUSG00000062300",
@@ -3685,7 +3684,6 @@
         "ENSMUSG00000062563",
         "ENSMUSG00000062580",
         "ENSMUSG00000062591",
-        "ENSMUSG00000062619",
         "ENSMUSG00000062627",
         "ENSMUSG00000062646",
         "ENSMUSG00000062753",
@@ -3708,7 +3706,6 @@
         "ENSMUSG00000063382",
         "ENSMUSG00000063439",
         "ENSMUSG00000063450",
-        "ENSMUSG00000063511",
         "ENSMUSG00000063568",
         "ENSMUSG00000063576",
         "ENSMUSG00000063714",
@@ -3725,6 +3722,7 @@
         "ENSMUSG00000064109",
         "ENSMUSG00000064120",
         "ENSMUSG00000064127",
+        "ENSMUSG00000064138",
         "ENSMUSG00000064254",
         "ENSMUSG00000064262",
         "ENSMUSG00000064284",
@@ -3768,13 +3766,13 @@
         "ENSMUSG00000068264",
         "ENSMUSG00000068290",
         "ENSMUSG00000068328",
-        "ENSMUSG00000068335",
         "ENSMUSG00000068580",
         "ENSMUSG00000068732",
         "ENSMUSG00000068735",
         "ENSMUSG00000068742",
         "ENSMUSG00000068747",
         "ENSMUSG00000068856",
+        "ENSMUSG00000068874",
         "ENSMUSG00000068921",
         "ENSMUSG00000069020",
         "ENSMUSG00000069045",
@@ -3818,19 +3816,19 @@
         "ENSMUSG00000071042",
         "ENSMUSG00000071076",
         "ENSMUSG00000071078",
-        "ENSMUSG00000071253",
         "ENSMUSG00000071267",
         "ENSMUSG00000071347",
+        "ENSMUSG00000071369",
         "ENSMUSG00000071552",
         "ENSMUSG00000071637",
         "ENSMUSG00000071645",
         "ENSMUSG00000071648",
-        "ENSMUSG00000071656",
         "ENSMUSG00000071669",
         "ENSMUSG00000071713",
         "ENSMUSG00000071714",
         "ENSMUSG00000071715",
         "ENSMUSG00000072596",
+        "ENSMUSG00000072623",
         "ENSMUSG00000072941",
         "ENSMUSG00000072946",
         "ENSMUSG00000072969",
@@ -3847,19 +3845,17 @@
         "ENSMUSG00000073643",
         "ENSMUSG00000073684",
         "ENSMUSG00000073755",
-        "ENSMUSG00000073775",
         "ENSMUSG00000073889",
         "ENSMUSG00000073910",
         "ENSMUSG00000073940",
         "ENSMUSG00000074024",
         "ENSMUSG00000074063",
         "ENSMUSG00000074170",
-        "ENSMUSG00000074207",
         "ENSMUSG00000074211",
         "ENSMUSG00000074212",
-        "ENSMUSG00000074221",
         "ENSMUSG00000074227",
         "ENSMUSG00000074272",
+        "ENSMUSG00000074364",
         "ENSMUSG00000074398",
         "ENSMUSG00000074466",
         "ENSMUSG00000074519",
@@ -3870,10 +3866,13 @@
         "ENSMUSG00000074743",
         "ENSMUSG00000074797",
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