popV version: 0.6.0

.gitattributes

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 OnClass.data-00000-of-00001 filter=lfs diff=lfs merge=lfs -text
 minified_ref_adata.h5ad filter=lfs diff=lfs merge=lfs -text
+faiss_index.index filter=lfs diff=lfs merge=lfs -text
+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

@@ -1,68 +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: trachea'
----
-
-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/3f4fe86f-aced-4d10-b174-ee35b9f46b9d.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 |
-| --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- |
-| fibroblast | 125 | 0.98 | 0.98 | 0.98 | 0.98 | 0.00 | 0.98 | 0.98 | 0.98 | 0.98 |
-| macrophage | 49 | 0.99 | 1.00 | 1.00 | 0.93 | 0.00 | 0.73 | 1.00 | 1.00 | 1.00 |
-| basal epithelial cell of tracheobronchial tree | 35 | 0.97 | 0.96 | 0.99 | 0.82 | 0.00 | 0.74 | 0.99 | 0.96 | 0.99 |
-| T cell | 25 | 1.00 | 1.00 | 1.00 | 0.84 | 0.00 | 0.89 | 0.98 | 1.00 | 1.00 |
-| chondrocyte | 23 | 0.94 | 0.95 | 0.96 | 0.89 | 0.00 | 0.91 | 0.96 | 0.94 | 0.96 |
-| endothelial cell | 25 | 0.98 | 0.98 | 1.00 | 0.98 | 0.00 | 0.98 | 1.00 | 1.00 | 1.00 |
-| smooth muscle cell of trachea | 11 | 0.90 | 0.78 | 0.84 | 0.83 | 0.00 | 0.91 | 0.86 | 0.84 | 0.84 |
-| mucus secreting cell | 11 | 0.92 | 1.00 | 1.00 | 0.40 | 0.00 | 0.83 | 1.00 | 1.00 | 1.00 |
-| granulocyte | 4 | 1.00 | 1.00 | 1.00 | 0.00 | 0.00 | 0.36 | 1.00 | 1.00 | 1.00 |
-| keratinocyte | 0 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 |
-| ciliated columnar cell of tracheobronchial tree | 1 | 1.00 | 0.00 | 1.00 | 0.00 | 0.00 | 0.14 | 0.00 | 1.00 | 1.00 |
-
-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 |
-| --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- |
-| fibroblast | 1110 | 0.97 | 0.97 | 0.98 | 0.97 | 0.00 | 0.98 | 0.99 | 0.99 | 0.99 |
-| macrophage | 381 | 0.98 | 0.99 | 0.99 | 0.93 | 0.00 | 0.76 | 1.00 | 1.00 | 1.00 |
-| basal epithelial cell of tracheobronchial tree | 365 | 0.94 | 0.93 | 0.95 | 0.87 | 0.00 | 0.70 | 1.00 | 0.99 | 0.98 |
-| T cell | 257 | 1.00 | 1.00 | 0.99 | 0.92 | 0.00 | 0.93 | 1.00 | 1.00 | 1.00 |
-| chondrocyte | 252 | 0.93 | 0.94 | 0.95 | 0.90 | 0.00 | 0.94 | 0.98 | 0.98 | 0.96 |
-| endothelial cell | 216 | 1.00 | 1.00 | 1.00 | 0.99 | 0.00 | 1.00 | 1.00 | 1.00 | 1.00 |
-| smooth muscle cell of trachea | 114 | 0.90 | 0.72 | 0.92 | 0.75 | 0.00 | 0.77 | 1.00 | 1.00 | 0.94 |
-| mucus secreting cell | 62 | 0.95 | 0.98 | 0.99 | 0.63 | 0.00 | 0.78 | 1.00 | 1.00 | 0.99 |
-| granulocyte | 49 | 0.97 | 0.99 | 0.98 | 0.47 | 0.00 | 0.43 | 1.00 | 1.00 | 1.00 |
-| keratinocyte | 21 | 1.00 | 0.00 | 0.82 | 0.95 | 0.00 | 0.82 | 1.00 | 1.00 | 1.00 |
-| ciliated columnar cell of tracheobronchial tree | 17 | 0.83 | 0.90 | 0.94 | 0.11 | 0.00 | 0.22 | 1.00 | 1.00 | 0.97 |
-
-</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| fibroblast | 125 | 0.98 | 0.98 | 0.98 | 0.98 | 0.00 | 0.98 | 0.98 | 0.98 | 0.98 |\n| macrophage | 49 | 0.99 | 1.00 | 1.00 | 0.93 | 0.00 | 0.73 | 1.00 | 1.00 | 1.00 |\n| basal epithelial cell of tracheobronchial tree | 35 | 0.97 | 0.96 | 0.99 | 0.82 | 0.00 | 0.74 | 0.99 | 0.96 | 0.99 |\n| T cell | 25 | 1.00 | 1.00 | 1.00 | 0.84 | 0.00 | 0.89 | 0.98 | 1.00 | 1.00 |\n| chondrocyte | 23 | 0.94 | 0.95 | 0.96 | 0.89 | 0.00 | 0.91 | 0.96 | 0.94 | 0.96 |\n| endothelial cell | 25 | 0.98 | 0.98 | 1.00 | 0.98 | 0.00 | 0.98 | 1.00 | 1.00 | 1.00 |\n| smooth muscle cell of trachea | 11 | 0.90 | 0.78 | 0.84 | 0.83 | 0.00 | 0.91 | 0.86 | 0.84 | 0.84 |\n| mucus secreting cell | 11 | 0.92 | 1.00 | 1.00 | 0.40 | 0.00 | 0.83 | 1.00 | 1.00 | 1.00 |\n| granulocyte | 4 | 1.00 | 1.00 | 1.00 | 0.00 | 0.00 | 0.36 | 1.00 | 1.00 | 1.00 |\n| keratinocyte | 0 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 |\n| ciliated columnar cell of tracheobronchial tree | 1 | 1.00 | 0.00 | 1.00 | 0.00 | 0.00 | 0.14 | 0.00 | 1.00 | 1.00 |",
-    "ref_accuracy": "| Cell Type | N cells |  celltypist |  knn bbknn |  knn harmony |  knn on scvi |  onclass |  scanvi |  svm |  xgboost | Consensus Prediction |\n| --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- |\n| fibroblast | 1110 | 0.97 | 0.97 | 0.98 | 0.97 | 0.00 | 0.98 | 0.99 | 0.99 | 0.99 |\n| macrophage | 381 | 0.98 | 0.99 | 0.99 | 0.93 | 0.00 | 0.76 | 1.00 | 1.00 | 1.00 |\n| basal epithelial cell of tracheobronchial tree | 365 | 0.94 | 0.93 | 0.95 | 0.87 | 0.00 | 0.70 | 1.00 | 0.99 | 0.98 |\n| T cell | 257 | 1.00 | 1.00 | 0.99 | 0.92 | 0.00 | 0.93 | 1.00 | 1.00 | 1.00 |\n| chondrocyte | 252 | 0.93 | 0.94 | 0.95 | 0.90 | 0.00 | 0.94 | 0.98 | 0.98 | 0.96 |\n| endothelial cell | 216 | 1.00 | 1.00 | 1.00 | 0.99 | 0.00 | 1.00 | 1.00 | 1.00 | 1.00 |\n| smooth muscle cell of trachea | 114 | 0.90 | 0.72 | 0.92 | 0.75 | 0.00 | 0.77 | 1.00 | 1.00 | 0.94 |\n| mucus secreting cell | 62 | 0.95 | 0.98 | 0.99 | 0.63 | 0.00 | 0.78 | 1.00 | 1.00 | 0.99 |\n| granulocyte | 49 | 0.97 | 0.99 | 0.98 | 0.47 | 0.00 | 0.43 | 1.00 | 1.00 | 1.00 |\n| keratinocyte | 21 | 1.00 | 0.00 | 0.82 | 0.95 | 0.00 | 0.82 | 1.00 | 1.00 | 1.00 |\n| ciliated columnar cell of tracheobronchial tree | 17 | 0.83 | 0.90 | 0.94 | 0.11 | 0.00 | 0.22 | 1.00 | 1.00 | 0.97 |"
+    "query_accuracy": "| Cell Type | N cells |  celltypist |  knn bbknn |  knn harmony |  knn on scvi |  onclass |  scanvi |  svm |  xgboost | Consensus Prediction |\n| --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- |\n| fibroblast | 122 | 0.97 | 0.98 | 0.99 | 0.99 | 0.00 | 0.98 | 0.98 | 0.98 | 0.98 |\n| macrophage | 53 | 1.00 | 0.99 | 1.00 | 1.00 | 0.00 | 1.00 | 1.00 | 1.00 | 1.00 |\n| basal epithelial cell of tracheobronchial tree | 30 | 0.94 | 0.94 | 0.97 | 0.95 | 0.00 | 0.97 | 0.97 | 0.94 | 0.98 |\n| T cell | 29 | 1.00 | 1.00 | 1.00 | 1.00 | 0.00 | 1.00 | 1.00 | 0.98 | 1.00 |\n| chondrocyte | 25 | 1.00 | 1.00 | 1.00 | 0.98 | 0.00 | 0.96 | 1.00 | 1.00 | 1.00 |\n| endothelial cell | 23 | 1.00 | 1.00 | 1.00 | 1.00 | 0.00 | 1.00 | 1.00 | 0.98 | 1.00 |\n| smooth muscle cell of trachea | 11 | 0.76 | 0.62 | 0.84 | 0.92 | 0.00 | 0.92 | 0.80 | 0.76 | 0.76 |\n| mucus secreting cell | 12 | 1.00 | 0.91 | 1.00 | 0.91 | 0.00 | 0.96 | 1.00 | 1.00 | 1.00 |\n| granulocyte | 3 | 1.00 | 1.00 | 1.00 | 1.00 | 0.00 | 1.00 | 1.00 | 1.00 | 1.00 |\n| keratinocyte | 0 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 |\n| ciliated columnar cell of tracheobronchial tree | 2 | 1.00 | 1.00 | 1.00 | 1.00 | 0.00 | 1.00 | 1.00 | 0.67 | 1.00 |",
+    "ref_accuracy": "| Cell Type | N cells |  celltypist |  knn bbknn |  knn harmony |  knn on scvi |  onclass |  scanvi |  svm |  xgboost | Consensus Prediction |\n| --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- |\n| fibroblast | 1112 | 0.98 | 0.97 | 0.97 | 0.97 | 0.00 | 0.96 | 0.99 | 0.99 | 0.99 |\n| macrophage | 377 | 0.99 | 0.99 | 0.99 | 0.98 | 0.00 | 0.99 | 1.00 | 1.00 | 1.00 |\n| basal epithelial cell of tracheobronchial tree | 372 | 0.94 | 0.93 | 0.95 | 0.95 | 0.00 | 0.94 | 1.00 | 1.00 | 0.99 |\n| T cell | 252 | 0.99 | 1.00 | 1.00 | 0.99 | 0.00 | 0.99 | 1.00 | 1.00 | 1.00 |\n| chondrocyte | 250 | 0.93 | 0.95 | 0.93 | 0.90 | 0.00 | 0.88 | 0.98 | 0.97 | 0.96 |\n| endothelial cell | 218 | 0.99 | 1.00 | 0.99 | 0.98 | 0.00 | 0.99 | 1.00 | 1.00 | 1.00 |\n| smooth muscle cell of trachea | 114 | 0.93 | 0.81 | 0.90 | 0.90 | 0.00 | 0.91 | 0.99 | 0.98 | 0.95 |\n| mucus secreting cell | 61 | 0.97 | 0.97 | 0.96 | 0.90 | 0.00 | 0.94 | 1.00 | 1.00 | 0.98 |\n| granulocyte | 50 | 0.98 | 1.00 | 0.98 | 0.95 | 0.00 | 0.96 | 1.00 | 1.00 | 1.00 |\n| keratinocyte | 22 | 1.00 | 0.00 | 0.79 | 0.96 | 0.00 | 0.96 | 1.00 | 1.00 | 1.00 |\n| ciliated columnar cell of tracheobronchial tree | 16 | 0.82 | 0.90 | 0.93 | 0.59 | 0.00 | 0.82 | 1.00 | 1.00 | 1.00 |"
 }

celltypist.pkl

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harmony_knn_classifier.joblib → harmony_knn_classifier.index

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metadata.json

@@ -1,31 +0,0 @@
-{
-    "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/3f4fe86f-aced-4d10-b174-ee35b9f46b9d.cxg/"
-}

minified_ref_adata.h5ad

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preprocessing.json

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         "ENSMUSG00000000058",
         "ENSMUSG00000000093",
         "ENSMUSG00000000126",
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         "ENSMUSG00000000154",
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         "ENSMUSG00000000486",
         "ENSMUSG00000000531",
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-        "ENSMUSG00000000561",
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+        "ENSMUSG00000001016",
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         "ENSMUSG00000001034",
         "ENSMUSG00000001036",
@@ -58,6 +54,8 @@
         "ENSMUSG00000001150",
         "ENSMUSG00000001151",
         "ENSMUSG00000001156",
+        "ENSMUSG00000001157",
+        "ENSMUSG00000001211",
         "ENSMUSG00000001227",
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         "ENSMUSG00000001240",
@@ -71,32 +69,36 @@
         "ENSMUSG00000001323",
         "ENSMUSG00000001348",
         "ENSMUSG00000001376",
+        "ENSMUSG00000001380",
         "ENSMUSG00000001383",
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+        "ENSMUSG00000001445",
         "ENSMUSG00000001482",
         "ENSMUSG00000001493",
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         "ENSMUSG00000001506",
         "ENSMUSG00000001507",
-        "ENSMUSG00000001518",
         "ENSMUSG00000001521",
         "ENSMUSG00000001524",
         "ENSMUSG00000001663",
         "ENSMUSG00000001665",
         "ENSMUSG00000001666",
+        "ENSMUSG00000001700",
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         "ENSMUSG00000001741",
         "ENSMUSG00000001750",
+        "ENSMUSG00000001761",
         "ENSMUSG00000001768",
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-        "ENSMUSG00000001786",
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+        "ENSMUSG00000001891",
         "ENSMUSG00000001909",
         "ENSMUSG00000001910",
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         "ENSMUSG00000001946",
+        "ENSMUSG00000001964",
         "ENSMUSG00000001999",
         "ENSMUSG00000002014",
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@@ -108,14 +110,11 @@
         "ENSMUSG00000002105",
         "ENSMUSG00000002108",
         "ENSMUSG00000002111",
-        "ENSMUSG00000002147",
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-        "ENSMUSG00000002222",
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         "ENSMUSG00000002342",
         "ENSMUSG00000002379",
         "ENSMUSG00000002393",
+        "ENSMUSG00000002395",
         "ENSMUSG00000002428",
-        "ENSMUSG00000002455",
         "ENSMUSG00000002458",
         "ENSMUSG00000002489",
         "ENSMUSG00000002496",
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         "ENSMUSG00000002768",
         "ENSMUSG00000002804",
         "ENSMUSG00000002808",
-        "ENSMUSG00000002812",
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-        "ENSMUSG00000002833",
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         "ENSMUSG00000003134",
         "ENSMUSG00000003154",
         "ENSMUSG00000003166",
-        "ENSMUSG00000003199",
         "ENSMUSG00000003200",
         "ENSMUSG00000003208",
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         "ENSMUSG00000003269",
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-        "ENSMUSG00000003308",
-        "ENSMUSG00000003344",
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-        "ENSMUSG00000003437",
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         "ENSMUSG00000003527",
         "ENSMUSG00000003531",
         "ENSMUSG00000003534",
+        "ENSMUSG00000003541",
         "ENSMUSG00000003546",
         "ENSMUSG00000003549",
         "ENSMUSG00000003559",
@@ -194,6 +189,7 @@
         "ENSMUSG00000003665",
         "ENSMUSG00000003731",
         "ENSMUSG00000003752",
+        "ENSMUSG00000003778",
         "ENSMUSG00000003808",
         "ENSMUSG00000003809",
         "ENSMUSG00000003810",
@@ -222,11 +218,13 @@
         "ENSMUSG00000004264",
         "ENSMUSG00000004266",
         "ENSMUSG00000004267",
+        "ENSMUSG00000004356",
         "ENSMUSG00000004364",
         "ENSMUSG00000004393",
         "ENSMUSG00000004473",
         "ENSMUSG00000004530",
         "ENSMUSG00000004558",
+        "ENSMUSG00000004610",
         "ENSMUSG00000004626",
         "ENSMUSG00000004637",
         "ENSMUSG00000004655",
@@ -242,14 +240,15 @@
         "ENSMUSG00000004951",
         "ENSMUSG00000004952",
         "ENSMUSG00000004996",
-        "ENSMUSG00000005069",
         "ENSMUSG00000005124",
         "ENSMUSG00000005125",
         "ENSMUSG00000005142",
         "ENSMUSG00000005148",
         "ENSMUSG00000005150",
+        "ENSMUSG00000005262",
         "ENSMUSG00000005360",
         "ENSMUSG00000005362",
+        "ENSMUSG00000005370",
         "ENSMUSG00000005374",
         "ENSMUSG00000005378",
         "ENSMUSG00000005413",
@@ -259,16 +258,19 @@
         "ENSMUSG00000005505",
         "ENSMUSG00000005514",
         "ENSMUSG00000005580",
-        "ENSMUSG00000005583",
         "ENSMUSG00000005609",
+        "ENSMUSG00000005621",
         "ENSMUSG00000005667",
         "ENSMUSG00000005674",
+        "ENSMUSG00000005683",
         "ENSMUSG00000005686",
         "ENSMUSG00000005687",
         "ENSMUSG00000005732",
         "ENSMUSG00000005802",
+        "ENSMUSG00000005803",
         "ENSMUSG00000005804",
         "ENSMUSG00000005813",
+        "ENSMUSG00000005836",
         "ENSMUSG00000005882",
         "ENSMUSG00000005886",
         "ENSMUSG00000005899",
@@ -278,10 +280,10 @@
         "ENSMUSG00000006021",
         "ENSMUSG00000006050",
         "ENSMUSG00000006095",
+        "ENSMUSG00000006127",
         "ENSMUSG00000006205",
         "ENSMUSG00000006215",
         "ENSMUSG00000006219",
-        "ENSMUSG00000006276",
         "ENSMUSG00000006281",
         "ENSMUSG00000006307",
         "ENSMUSG00000006315",
@@ -290,11 +292,11 @@
         "ENSMUSG00000006360",
         "ENSMUSG00000006362",
         "ENSMUSG00000006369",
+        "ENSMUSG00000006378",
         "ENSMUSG00000006386",
         "ENSMUSG00000006390",
         "ENSMUSG00000006392",
         "ENSMUSG00000006403",
-        "ENSMUSG00000006442",
         "ENSMUSG00000006445",
         "ENSMUSG00000006456",
         "ENSMUSG00000006463",
@@ -302,19 +304,17 @@
         "ENSMUSG00000006526",
         "ENSMUSG00000006527",
         "ENSMUSG00000006585",
-        "ENSMUSG00000006586",
         "ENSMUSG00000006611",
         "ENSMUSG00000006675",
         "ENSMUSG00000006676",
         "ENSMUSG00000006678",
         "ENSMUSG00000006705",
-        "ENSMUSG00000006717",
         "ENSMUSG00000006731",
         "ENSMUSG00000006763",
         "ENSMUSG00000006782",
-        "ENSMUSG00000006920",
         "ENSMUSG00000006941",
         "ENSMUSG00000006958",
+        "ENSMUSG00000007029",
         "ENSMUSG00000007038",
         "ENSMUSG00000007039",
         "ENSMUSG00000007097",
@@ -322,24 +322,25 @@
         "ENSMUSG00000007411",
         "ENSMUSG00000007570",
         "ENSMUSG00000007589",
-        "ENSMUSG00000007617",
+        "ENSMUSG00000007603",
         "ENSMUSG00000007655",
         "ENSMUSG00000007659",
         "ENSMUSG00000007682",
+        "ENSMUSG00000007777",
         "ENSMUSG00000007783",
         "ENSMUSG00000007805",
+        "ENSMUSG00000007812",
+        "ENSMUSG00000007827",
         "ENSMUSG00000007833",
         "ENSMUSG00000007837",
         "ENSMUSG00000007872",
         "ENSMUSG00000007888",
-        "ENSMUSG00000007950",
         "ENSMUSG00000007987",
         "ENSMUSG00000008036",
         "ENSMUSG00000008136",
         "ENSMUSG00000008206",
         "ENSMUSG00000008305",
         "ENSMUSG00000008333",
-        "ENSMUSG00000008348",
         "ENSMUSG00000008373",
         "ENSMUSG00000008398",
         "ENSMUSG00000008450",
@@ -347,6 +348,7 @@
         "ENSMUSG00000008601",
         "ENSMUSG00000008604",
         "ENSMUSG00000008690",
+        "ENSMUSG00000008734",
         "ENSMUSG00000008822",
         "ENSMUSG00000008855",
         "ENSMUSG00000008958",
@@ -354,11 +356,11 @@
         "ENSMUSG00000009090",
         "ENSMUSG00000009112",
         "ENSMUSG00000009281",
+        "ENSMUSG00000009376",
         "ENSMUSG00000009406",
         "ENSMUSG00000009535",
         "ENSMUSG00000009563",
         "ENSMUSG00000009566",
-        "ENSMUSG00000009585",
         "ENSMUSG00000009633",
         "ENSMUSG00000009640",
         "ENSMUSG00000009681",
@@ -380,23 +382,26 @@
         "ENSMUSG00000010607",
         "ENSMUSG00000010609",
         "ENSMUSG00000010651",
+        "ENSMUSG00000010755",
         "ENSMUSG00000010830",
         "ENSMUSG00000010911",
         "ENSMUSG00000010914",
-        "ENSMUSG00000011008",
         "ENSMUSG00000011096",
+        "ENSMUSG00000011148",
         "ENSMUSG00000011171",
         "ENSMUSG00000011179",
+        "ENSMUSG00000011256",
         "ENSMUSG00000011837",
-        "ENSMUSG00000011884",
         "ENSMUSG00000012296",
         "ENSMUSG00000012350",
         "ENSMUSG00000012428",
         "ENSMUSG00000012429",
         "ENSMUSG00000012609",
         "ENSMUSG00000013160",
+        "ENSMUSG00000013419",
         "ENSMUSG00000013539",
         "ENSMUSG00000013584",
+        "ENSMUSG00000013593",
         "ENSMUSG00000013646",
         "ENSMUSG00000013707",
         "ENSMUSG00000013787",
@@ -411,7 +416,6 @@
         "ENSMUSG00000014418",
         "ENSMUSG00000014426",
         "ENSMUSG00000014496",
-        "ENSMUSG00000014504",
         "ENSMUSG00000014554",
         "ENSMUSG00000014601",
         "ENSMUSG00000014633",
@@ -422,35 +426,37 @@
         "ENSMUSG00000014846",
         "ENSMUSG00000014980",
         "ENSMUSG00000015023",
-        "ENSMUSG00000015027",
         "ENSMUSG00000015053",
         "ENSMUSG00000015085",
-        "ENSMUSG00000015094",
         "ENSMUSG00000015126",
         "ENSMUSG00000015202",
         "ENSMUSG00000015224",
+        "ENSMUSG00000015247",
+        "ENSMUSG00000015337",
         "ENSMUSG00000015340",
         "ENSMUSG00000015354",
         "ENSMUSG00000015355",
         "ENSMUSG00000015363",
         "ENSMUSG00000015396",
-        "ENSMUSG00000015488",
+        "ENSMUSG00000015478",
         "ENSMUSG00000015542",
         "ENSMUSG00000015568",
         "ENSMUSG00000015597",
         "ENSMUSG00000015619",
         "ENSMUSG00000015668",
         "ENSMUSG00000015733",
-        "ENSMUSG00000015747",
         "ENSMUSG00000015748",
         "ENSMUSG00000015766",
         "ENSMUSG00000015776",
-        "ENSMUSG00000015806",
+        "ENSMUSG00000015790",
         "ENSMUSG00000015846",
         "ENSMUSG00000015850",
+        "ENSMUSG00000015852",
+        "ENSMUSG00000015889",
         "ENSMUSG00000015944",
         "ENSMUSG00000015950",
         "ENSMUSG00000015957",
+        "ENSMUSG00000015961",
         "ENSMUSG00000016024",
         "ENSMUSG00000016028",
         "ENSMUSG00000016087",
@@ -460,10 +466,12 @@
         "ENSMUSG00000016253",
         "ENSMUSG00000016256",
         "ENSMUSG00000016262",
+        "ENSMUSG00000016344",
         "ENSMUSG00000016494",
         "ENSMUSG00000016496",
+        "ENSMUSG00000016510",
         "ENSMUSG00000016619",
-        "ENSMUSG00000016664",
+        "ENSMUSG00000016756",
         "ENSMUSG00000016757",
         "ENSMUSG00000016940",
         "ENSMUSG00000016946",
@@ -477,12 +485,12 @@
         "ENSMUSG00000017311",
         "ENSMUSG00000017386",
         "ENSMUSG00000017405",
-        "ENSMUSG00000017478",
         "ENSMUSG00000017493",
         "ENSMUSG00000017561",
         "ENSMUSG00000017631",
         "ENSMUSG00000017652",
         "ENSMUSG00000017664",
+        "ENSMUSG00000017670",
         "ENSMUSG00000017692",
         "ENSMUSG00000017707",
         "ENSMUSG00000017718",
@@ -495,7 +503,6 @@
         "ENSMUSG00000017858",
         "ENSMUSG00000017897",
         "ENSMUSG00000017969",
-        "ENSMUSG00000017999",
         "ENSMUSG00000018008",
         "ENSMUSG00000018012",
         "ENSMUSG00000018068",
@@ -504,25 +511,29 @@
         "ENSMUSG00000018239",
         "ENSMUSG00000018287",
         "ENSMUSG00000018322",
-        "ENSMUSG00000018334",
         "ENSMUSG00000018339",
         "ENSMUSG00000018381",
-        "ENSMUSG00000018395",
         "ENSMUSG00000018417",
+        "ENSMUSG00000018474",
         "ENSMUSG00000018500",
         "ENSMUSG00000018507",
         "ENSMUSG00000018541",
         "ENSMUSG00000018569",
+        "ENSMUSG00000018604",
         "ENSMUSG00000018648",
+        "ENSMUSG00000018654",
         "ENSMUSG00000018659",
+        "ENSMUSG00000018669",
         "ENSMUSG00000018672",
         "ENSMUSG00000018678",
         "ENSMUSG00000018697",
+        "ENSMUSG00000018750",
         "ENSMUSG00000018765",
         "ENSMUSG00000018796",
         "ENSMUSG00000018819",
         "ENSMUSG00000018820",
         "ENSMUSG00000018821",
+        "ENSMUSG00000018848",
         "ENSMUSG00000018858",
         "ENSMUSG00000018882",
         "ENSMUSG00000018899",
@@ -549,13 +560,14 @@
         "ENSMUSG00000019373",
         "ENSMUSG00000019433",
         "ENSMUSG00000019437",
+        "ENSMUSG00000019464",
         "ENSMUSG00000019467",
         "ENSMUSG00000019470",
         "ENSMUSG00000019478",
         "ENSMUSG00000019505",
+        "ENSMUSG00000019539",
         "ENSMUSG00000019578",
         "ENSMUSG00000019579",
-        "ENSMUSG00000019590",
         "ENSMUSG00000019647",
         "ENSMUSG00000019659",
         "ENSMUSG00000019718",
@@ -564,6 +576,9 @@
         "ENSMUSG00000019768",
         "ENSMUSG00000019782",
         "ENSMUSG00000019790",
+        "ENSMUSG00000019791",
+        "ENSMUSG00000019794",
+        "ENSMUSG00000019795",
         "ENSMUSG00000019797",
         "ENSMUSG00000019806",
         "ENSMUSG00000019817",
@@ -572,20 +587,19 @@
         "ENSMUSG00000019823",
         "ENSMUSG00000019826",
         "ENSMUSG00000019832",
+        "ENSMUSG00000019837",
         "ENSMUSG00000019838",
         "ENSMUSG00000019842",
-        "ENSMUSG00000019849",
         "ENSMUSG00000019850",
         "ENSMUSG00000019851",
         "ENSMUSG00000019854",
-        "ENSMUSG00000019857",
         "ENSMUSG00000019861",
         "ENSMUSG00000019866",
         "ENSMUSG00000019868",
         "ENSMUSG00000019880",
         "ENSMUSG00000019889",
         "ENSMUSG00000019899",
-        "ENSMUSG00000019917",
+        "ENSMUSG00000019929",
         "ENSMUSG00000019943",
         "ENSMUSG00000019948",
         "ENSMUSG00000019960",
@@ -594,6 +608,7 @@
         "ENSMUSG00000019971",
         "ENSMUSG00000019988",
         "ENSMUSG00000019989",
+        "ENSMUSG00000019990",
         "ENSMUSG00000019996",
         "ENSMUSG00000019997",
         "ENSMUSG00000020009",
@@ -613,12 +628,14 @@
         "ENSMUSG00000020107",
         "ENSMUSG00000020108",
         "ENSMUSG00000020109",
+        "ENSMUSG00000020111",
         "ENSMUSG00000020120",
         "ENSMUSG00000020121",
         "ENSMUSG00000020133",
         "ENSMUSG00000020142",
         "ENSMUSG00000020143",
         "ENSMUSG00000020150",
+        "ENSMUSG00000020153",
         "ENSMUSG00000020154",
         "ENSMUSG00000020156",
         "ENSMUSG00000020170",
@@ -628,28 +645,27 @@
         "ENSMUSG00000020219",
         "ENSMUSG00000020227",
         "ENSMUSG00000020230",
-        "ENSMUSG00000020231",
         "ENSMUSG00000020234",
         "ENSMUSG00000020235",
+        "ENSMUSG00000020248",
         "ENSMUSG00000020253",
         "ENSMUSG00000020255",
         "ENSMUSG00000020262",
         "ENSMUSG00000020272",
+        "ENSMUSG00000020273",
         "ENSMUSG00000020277",
-        "ENSMUSG00000020282",
         "ENSMUSG00000020284",
         "ENSMUSG00000020289",
-        "ENSMUSG00000020307",
         "ENSMUSG00000020308",
         "ENSMUSG00000020312",
+        "ENSMUSG00000020329",
         "ENSMUSG00000020340",
         "ENSMUSG00000020359",
         "ENSMUSG00000020363",
         "ENSMUSG00000020380",
-        "ENSMUSG00000020385",
+        "ENSMUSG00000020381",
         "ENSMUSG00000020392",
         "ENSMUSG00000020397",
-        "ENSMUSG00000020423",
         "ENSMUSG00000020427",
         "ENSMUSG00000020430",
         "ENSMUSG00000020432",
@@ -663,7 +679,6 @@
         "ENSMUSG00000020462",
         "ENSMUSG00000020464",
         "ENSMUSG00000020467",
-        "ENSMUSG00000020471",
         "ENSMUSG00000020472",
         "ENSMUSG00000020473",
         "ENSMUSG00000020477",
@@ -678,9 +693,7 @@
         "ENSMUSG00000020528",
         "ENSMUSG00000020532",
         "ENSMUSG00000020536",
-        "ENSMUSG00000020538",
         "ENSMUSG00000020544",
-        "ENSMUSG00000020547",
         "ENSMUSG00000020549",
         "ENSMUSG00000020561",
         "ENSMUSG00000020576",
@@ -691,7 +704,6 @@
         "ENSMUSG00000020594",
         "ENSMUSG00000020601",
         "ENSMUSG00000020620",
-        "ENSMUSG00000020621",
         "ENSMUSG00000020628",
         "ENSMUSG00000020629",
         "ENSMUSG00000020630",
@@ -700,9 +712,7 @@
         "ENSMUSG00000020644",
         "ENSMUSG00000020650",
         "ENSMUSG00000020653",
-        "ENSMUSG00000020659",
         "ENSMUSG00000020661",
-        "ENSMUSG00000020674",
         "ENSMUSG00000020676",
         "ENSMUSG00000020677",
         "ENSMUSG00000020681",
@@ -710,7 +720,6 @@
         "ENSMUSG00000020691",
         "ENSMUSG00000020696",
         "ENSMUSG00000020697",
-        "ENSMUSG00000020700",
         "ENSMUSG00000020706",
         "ENSMUSG00000020708",
         "ENSMUSG00000020709",
@@ -735,6 +744,7 @@
         "ENSMUSG00000020803",
         "ENSMUSG00000020806",
         "ENSMUSG00000020810",
+        "ENSMUSG00000020818",
         "ENSMUSG00000020828",
         "ENSMUSG00000020832",
         "ENSMUSG00000020840",
@@ -750,18 +760,18 @@
         "ENSMUSG00000020911",
         "ENSMUSG00000020917",
         "ENSMUSG00000020918",
-        "ENSMUSG00000020936",
         "ENSMUSG00000020941",
         "ENSMUSG00000020949",
         "ENSMUSG00000020950",
         "ENSMUSG00000020955",
         "ENSMUSG00000020956",
         "ENSMUSG00000020961",
-        "ENSMUSG00000020962",
+        "ENSMUSG00000020964",
         "ENSMUSG00000020994",
         "ENSMUSG00000021000",
         "ENSMUSG00000021009",
         "ENSMUSG00000021028",
+        "ENSMUSG00000021037",
         "ENSMUSG00000021038",
         "ENSMUSG00000021048",
         "ENSMUSG00000021069",
@@ -771,9 +781,8 @@
         "ENSMUSG00000021102",
         "ENSMUSG00000021103",
         "ENSMUSG00000021108",
-        "ENSMUSG00000021115",
         "ENSMUSG00000021120",
-        "ENSMUSG00000021124",
+        "ENSMUSG00000021147",
         "ENSMUSG00000021149",
         "ENSMUSG00000021177",
         "ENSMUSG00000021186",
@@ -785,6 +794,7 @@
         "ENSMUSG00000021235",
         "ENSMUSG00000021238",
         "ENSMUSG00000021240",
+        "ENSMUSG00000021241",
         "ENSMUSG00000021250",
         "ENSMUSG00000021256",
         "ENSMUSG00000021268",
@@ -797,11 +807,9 @@
         "ENSMUSG00000021302",
         "ENSMUSG00000021306",
         "ENSMUSG00000021319",
-        "ENSMUSG00000021327",
         "ENSMUSG00000021357",
         "ENSMUSG00000021360",
         "ENSMUSG00000021365",
-        "ENSMUSG00000021379",
         "ENSMUSG00000021385",
         "ENSMUSG00000021388",
         "ENSMUSG00000021390",
@@ -810,7 +818,6 @@
         "ENSMUSG00000021423",
         "ENSMUSG00000021428",
         "ENSMUSG00000021432",
-        "ENSMUSG00000021451",
         "ENSMUSG00000021453",
         "ENSMUSG00000021457",
         "ENSMUSG00000021460",
@@ -818,21 +825,17 @@
         "ENSMUSG00000021476",
         "ENSMUSG00000021482",
         "ENSMUSG00000021493",
-        "ENSMUSG00000021494",
         "ENSMUSG00000021496",
         "ENSMUSG00000021501",
         "ENSMUSG00000021508",
-        "ENSMUSG00000021518",
-        "ENSMUSG00000021537",
+        "ENSMUSG00000021550",
         "ENSMUSG00000021552",
         "ENSMUSG00000021556",
         "ENSMUSG00000021557",
         "ENSMUSG00000021559",
         "ENSMUSG00000021567",
-        "ENSMUSG00000021576",
         "ENSMUSG00000021583",
         "ENSMUSG00000021589",
-        "ENSMUSG00000021598",
         "ENSMUSG00000021607",
         "ENSMUSG00000021608",
         "ENSMUSG00000021615",
@@ -841,27 +844,28 @@
         "ENSMUSG00000021646",
         "ENSMUSG00000021662",
         "ENSMUSG00000021665",
+        "ENSMUSG00000021666",
+        "ENSMUSG00000021668",
         "ENSMUSG00000021669",
         "ENSMUSG00000021676",
         "ENSMUSG00000021686",
         "ENSMUSG00000021690",
-        "ENSMUSG00000021692",
-        "ENSMUSG00000021693",
         "ENSMUSG00000021699",
         "ENSMUSG00000021701",
         "ENSMUSG00000021702",
         "ENSMUSG00000021706",
         "ENSMUSG00000021713",
+        "ENSMUSG00000021719",
         "ENSMUSG00000021728",
         "ENSMUSG00000021732",
         "ENSMUSG00000021738",
         "ENSMUSG00000021759",
         "ENSMUSG00000021760",
         "ENSMUSG00000021765",
+        "ENSMUSG00000021772",
         "ENSMUSG00000021773",
         "ENSMUSG00000021806",
         "ENSMUSG00000021811",
-        "ENSMUSG00000021820",
         "ENSMUSG00000021822",
         "ENSMUSG00000021830",
         "ENSMUSG00000021831",
@@ -869,12 +873,12 @@
         "ENSMUSG00000021846",
         "ENSMUSG00000021868",
         "ENSMUSG00000021886",
+        "ENSMUSG00000021890",
         "ENSMUSG00000021892",
         "ENSMUSG00000021893",
         "ENSMUSG00000021895",
         "ENSMUSG00000021906",
         "ENSMUSG00000021910",
-        "ENSMUSG00000021928",
         "ENSMUSG00000021936",
         "ENSMUSG00000021938",
         "ENSMUSG00000021943",
@@ -882,6 +886,7 @@
         "ENSMUSG00000021950",
         "ENSMUSG00000021951",
         "ENSMUSG00000021975",
+        "ENSMUSG00000021981",
         "ENSMUSG00000021987",
         "ENSMUSG00000021993",
         "ENSMUSG00000021994",
@@ -895,7 +900,9 @@
         "ENSMUSG00000022019",
         "ENSMUSG00000022032",
         "ENSMUSG00000022037",
+        "ENSMUSG00000022043",
         "ENSMUSG00000022053",
+        "ENSMUSG00000022089",
         "ENSMUSG00000022090",
         "ENSMUSG00000022092",
         "ENSMUSG00000022094",
@@ -908,13 +915,15 @@
         "ENSMUSG00000022124",
         "ENSMUSG00000022130",
         "ENSMUSG00000022132",
+        "ENSMUSG00000022136",
+        "ENSMUSG00000022148",
         "ENSMUSG00000022159",
         "ENSMUSG00000022160",
-        "ENSMUSG00000022177",
         "ENSMUSG00000022185",
         "ENSMUSG00000022199",
         "ENSMUSG00000022204",
         "ENSMUSG00000022205",
+        "ENSMUSG00000022210",
         "ENSMUSG00000022217",
         "ENSMUSG00000022220",
         "ENSMUSG00000022221",
@@ -925,7 +934,6 @@
         "ENSMUSG00000022257",
         "ENSMUSG00000022261",
         "ENSMUSG00000022265",
-        "ENSMUSG00000022270",
         "ENSMUSG00000022272",
         "ENSMUSG00000022292",
         "ENSMUSG00000022295",
@@ -938,10 +946,10 @@
         "ENSMUSG00000022346",
         "ENSMUSG00000022350",
         "ENSMUSG00000022358",
+        "ENSMUSG00000022359",
         "ENSMUSG00000022360",
         "ENSMUSG00000022371",
         "ENSMUSG00000022372",
-        "ENSMUSG00000022378",
         "ENSMUSG00000022389",
         "ENSMUSG00000022407",
         "ENSMUSG00000022412",
@@ -950,7 +958,6 @@
         "ENSMUSG00000022428",
         "ENSMUSG00000022433",
         "ENSMUSG00000022436",
-        "ENSMUSG00000022439",
         "ENSMUSG00000022453",
         "ENSMUSG00000022466",
         "ENSMUSG00000022469",
@@ -976,6 +983,7 @@
         "ENSMUSG00000022562",
         "ENSMUSG00000022568",
         "ENSMUSG00000022570",
+        "ENSMUSG00000022571",
         "ENSMUSG00000022574",
         "ENSMUSG00000022575",
         "ENSMUSG00000022584",
@@ -997,17 +1005,15 @@
         "ENSMUSG00000022722",
         "ENSMUSG00000022723",
         "ENSMUSG00000022724",
-        "ENSMUSG00000022751",
         "ENSMUSG00000022760",
+        "ENSMUSG00000022761",
         "ENSMUSG00000022765",
         "ENSMUSG00000022769",
         "ENSMUSG00000022771",
-        "ENSMUSG00000022772",
         "ENSMUSG00000022779",
         "ENSMUSG00000022793",
         "ENSMUSG00000022807",
         "ENSMUSG00000022814",
-        "ENSMUSG00000022817",
         "ENSMUSG00000022822",
         "ENSMUSG00000022831",
         "ENSMUSG00000022836",
@@ -1017,7 +1023,9 @@
         "ENSMUSG00000022865",
         "ENSMUSG00000022876",
         "ENSMUSG00000022881",
+        "ENSMUSG00000022883",
         "ENSMUSG00000022885",
+        "ENSMUSG00000022889",
         "ENSMUSG00000022893",
         "ENSMUSG00000022894",
         "ENSMUSG00000022898",
@@ -1030,11 +1038,11 @@
         "ENSMUSG00000022969",
         "ENSMUSG00000022972",
         "ENSMUSG00000022973",
+        "ENSMUSG00000022978",
         "ENSMUSG00000022983",
         "ENSMUSG00000022994",
         "ENSMUSG00000023011",
         "ENSMUSG00000023030",
-        "ENSMUSG00000023031",
         "ENSMUSG00000023034",
         "ENSMUSG00000023039",
         "ENSMUSG00000023043",
@@ -1068,6 +1076,7 @@
         "ENSMUSG00000023411",
         "ENSMUSG00000023452",
         "ENSMUSG00000023495",
+        "ENSMUSG00000023571",
         "ENSMUSG00000023707",
         "ENSMUSG00000023723",
         "ENSMUSG00000023764",
@@ -1087,7 +1096,6 @@
         "ENSMUSG00000023960",
         "ENSMUSG00000023961",
         "ENSMUSG00000023966",
-        "ENSMUSG00000023967",
         "ENSMUSG00000023971",
         "ENSMUSG00000023973",
         "ENSMUSG00000023977",
@@ -1099,18 +1107,19 @@
         "ENSMUSG00000024011",
         "ENSMUSG00000024013",
         "ENSMUSG00000024018",
-        "ENSMUSG00000024019",
         "ENSMUSG00000024030",
+        "ENSMUSG00000024038",
         "ENSMUSG00000024045",
         "ENSMUSG00000024052",
         "ENSMUSG00000024053",
         "ENSMUSG00000024055",
         "ENSMUSG00000024063",
         "ENSMUSG00000024065",
-        "ENSMUSG00000024066",
+        "ENSMUSG00000024067",
         "ENSMUSG00000024076",
         "ENSMUSG00000024078",
         "ENSMUSG00000024082",
+        "ENSMUSG00000024084",
         "ENSMUSG00000024087",
         "ENSMUSG00000024096",
         "ENSMUSG00000024120",
@@ -1121,15 +1130,16 @@
         "ENSMUSG00000024150",
         "ENSMUSG00000024151",
         "ENSMUSG00000024158",
-        "ENSMUSG00000024160",
+        "ENSMUSG00000024164",
         "ENSMUSG00000024165",
         "ENSMUSG00000024168",
         "ENSMUSG00000024181",
         "ENSMUSG00000024182",
+        "ENSMUSG00000024188",
         "ENSMUSG00000024191",
         "ENSMUSG00000024193",
+        "ENSMUSG00000024201",
         "ENSMUSG00000024206",
-        "ENSMUSG00000024212",
         "ENSMUSG00000024218",
         "ENSMUSG00000024219",
         "ENSMUSG00000024232",
@@ -1157,9 +1167,8 @@
         "ENSMUSG00000024395",
         "ENSMUSG00000024397",
         "ENSMUSG00000024399",
-        "ENSMUSG00000024400",
         "ENSMUSG00000024401",
-        "ENSMUSG00000024413",
+        "ENSMUSG00000024410",
         "ENSMUSG00000024420",
         "ENSMUSG00000024422",
         "ENSMUSG00000024424",
@@ -1171,6 +1180,7 @@
         "ENSMUSG00000024457",
         "ENSMUSG00000024477",
         "ENSMUSG00000024486",
+        "ENSMUSG00000024498",
         "ENSMUSG00000024501",
         "ENSMUSG00000024513",
         "ENSMUSG00000024516",
@@ -1178,8 +1188,8 @@
         "ENSMUSG00000024527",
         "ENSMUSG00000024528",
         "ENSMUSG00000024529",
-        "ENSMUSG00000024535",
         "ENSMUSG00000024537",
+        "ENSMUSG00000024542",
         "ENSMUSG00000024556",
         "ENSMUSG00000024561",
         "ENSMUSG00000024570",
@@ -1192,15 +1202,14 @@
         "ENSMUSG00000024613",
         "ENSMUSG00000024620",
         "ENSMUSG00000024621",
+        "ENSMUSG00000024622",
         "ENSMUSG00000024642",
         "ENSMUSG00000024644",
         "ENSMUSG00000024645",
         "ENSMUSG00000024653",
-        "ENSMUSG00000024659",
         "ENSMUSG00000024663",
         "ENSMUSG00000024666",
         "ENSMUSG00000024667",
-        "ENSMUSG00000024668",
         "ENSMUSG00000024677",
         "ENSMUSG00000024678",
         "ENSMUSG00000024679",
@@ -1214,48 +1223,53 @@
         "ENSMUSG00000024754",
         "ENSMUSG00000024766",
         "ENSMUSG00000024772",
-        "ENSMUSG00000024773",
+        "ENSMUSG00000024778",
         "ENSMUSG00000024785",
         "ENSMUSG00000024787",
         "ENSMUSG00000024790",
         "ENSMUSG00000024792",
         "ENSMUSG00000024805",
         "ENSMUSG00000024810",
+        "ENSMUSG00000024811",
         "ENSMUSG00000024816",
         "ENSMUSG00000024824",
         "ENSMUSG00000024833",
         "ENSMUSG00000024843",
-        "ENSMUSG00000024845",
         "ENSMUSG00000024851",
         "ENSMUSG00000024858",
         "ENSMUSG00000024875",
         "ENSMUSG00000024885",
         "ENSMUSG00000024899",
+        "ENSMUSG00000024902",
+        "ENSMUSG00000024906",
+        "ENSMUSG00000024909",
         "ENSMUSG00000024912",
         "ENSMUSG00000024922",
+        "ENSMUSG00000024940",
         "ENSMUSG00000024944",
         "ENSMUSG00000024948",
         "ENSMUSG00000024955",
         "ENSMUSG00000024959",
-        "ENSMUSG00000024962",
         "ENSMUSG00000024965",
         "ENSMUSG00000024970",
+        "ENSMUSG00000024983",
         "ENSMUSG00000024985",
         "ENSMUSG00000024986",
         "ENSMUSG00000024990",
         "ENSMUSG00000024993",
         "ENSMUSG00000024999",
         "ENSMUSG00000025006",
-        "ENSMUSG00000025007",
         "ENSMUSG00000025025",
         "ENSMUSG00000025027",
         "ENSMUSG00000025035",
         "ENSMUSG00000025036",
         "ENSMUSG00000025037",
         "ENSMUSG00000025040",
-        "ENSMUSG00000025049",
+        "ENSMUSG00000025041",
+        "ENSMUSG00000025064",
         "ENSMUSG00000025068",
         "ENSMUSG00000025085",
+        "ENSMUSG00000025094",
         "ENSMUSG00000025102",
         "ENSMUSG00000025103",
         "ENSMUSG00000025137",
@@ -1265,9 +1279,11 @@
         "ENSMUSG00000025147",
         "ENSMUSG00000025150",
         "ENSMUSG00000025153",
+        "ENSMUSG00000025155",
         "ENSMUSG00000025159",
         "ENSMUSG00000025161",
         "ENSMUSG00000025169",
+        "ENSMUSG00000025178",
         "ENSMUSG00000025184",
         "ENSMUSG00000025185",
         "ENSMUSG00000025188",
@@ -1295,7 +1311,6 @@
         "ENSMUSG00000025366",
         "ENSMUSG00000025373",
         "ENSMUSG00000025395",
-        "ENSMUSG00000025403",
         "ENSMUSG00000025413",
         "ENSMUSG00000025417",
         "ENSMUSG00000025421",
@@ -1307,13 +1322,11 @@
         "ENSMUSG00000025473",
         "ENSMUSG00000025474",
         "ENSMUSG00000025477",
-        "ENSMUSG00000025484",
         "ENSMUSG00000025485",
         "ENSMUSG00000025486",
         "ENSMUSG00000025491",
         "ENSMUSG00000025495",
         "ENSMUSG00000025498",
-        "ENSMUSG00000025505",
         "ENSMUSG00000025511",
         "ENSMUSG00000025521",
         "ENSMUSG00000025525",
@@ -1344,7 +1357,6 @@
         "ENSMUSG00000025784",
         "ENSMUSG00000025791",
         "ENSMUSG00000025792",
-        "ENSMUSG00000025795",
         "ENSMUSG00000025810",
         "ENSMUSG00000025813",
         "ENSMUSG00000025855",
@@ -1355,6 +1367,7 @@
         "ENSMUSG00000025875",
         "ENSMUSG00000025887",
         "ENSMUSG00000025888",
+        "ENSMUSG00000025898",
         "ENSMUSG00000025915",
         "ENSMUSG00000025921",
         "ENSMUSG00000025933",
@@ -1389,10 +1402,12 @@
         "ENSMUSG00000026127",
         "ENSMUSG00000026135",
         "ENSMUSG00000026142",
+        "ENSMUSG00000026150",
         "ENSMUSG00000026154",
         "ENSMUSG00000026170",
         "ENSMUSG00000026171",
         "ENSMUSG00000026172",
+        "ENSMUSG00000026176",
         "ENSMUSG00000026177",
         "ENSMUSG00000026179",
         "ENSMUSG00000026185",
@@ -1401,15 +1416,16 @@
         "ENSMUSG00000026197",
         "ENSMUSG00000026200",
         "ENSMUSG00000026202",
+        "ENSMUSG00000026203",
         "ENSMUSG00000026209",
         "ENSMUSG00000026211",
         "ENSMUSG00000026213",
+        "ENSMUSG00000026222",
         "ENSMUSG00000026239",
         "ENSMUSG00000026249",
         "ENSMUSG00000026255",
         "ENSMUSG00000026273",
         "ENSMUSG00000026278",
-        "ENSMUSG00000026280",
         "ENSMUSG00000026283",
         "ENSMUSG00000026288",
         "ENSMUSG00000026289",
@@ -1423,15 +1439,16 @@
         "ENSMUSG00000026365",
         "ENSMUSG00000026377",
         "ENSMUSG00000026383",
+        "ENSMUSG00000026385",
         "ENSMUSG00000026389",
         "ENSMUSG00000026395",
         "ENSMUSG00000026399",
         "ENSMUSG00000026411",
         "ENSMUSG00000026421",
-        "ENSMUSG00000026425",
         "ENSMUSG00000026430",
         "ENSMUSG00000026433",
         "ENSMUSG00000026436",
+        "ENSMUSG00000026439",
         "ENSMUSG00000026447",
         "ENSMUSG00000026455",
         "ENSMUSG00000026456",
@@ -1442,7 +1459,6 @@
         "ENSMUSG00000026480",
         "ENSMUSG00000026489",
         "ENSMUSG00000026491",
-        "ENSMUSG00000026496",
         "ENSMUSG00000026510",
         "ENSMUSG00000026526",
         "ENSMUSG00000026536",
@@ -1451,10 +1467,11 @@
         "ENSMUSG00000026558",
         "ENSMUSG00000026563",
         "ENSMUSG00000026565",
-        "ENSMUSG00000026566",
+        "ENSMUSG00000026568",
         "ENSMUSG00000026575",
         "ENSMUSG00000026576",
         "ENSMUSG00000026594",
+        "ENSMUSG00000026603",
         "ENSMUSG00000026604",
         "ENSMUSG00000026617",
         "ENSMUSG00000026627",
@@ -1469,12 +1486,12 @@
         "ENSMUSG00000026672",
         "ENSMUSG00000026674",
         "ENSMUSG00000026675",
+        "ENSMUSG00000026687",
         "ENSMUSG00000026688",
         "ENSMUSG00000026697",
         "ENSMUSG00000026701",
         "ENSMUSG00000026707",
         "ENSMUSG00000026708",
-        "ENSMUSG00000026709",
         "ENSMUSG00000026712",
         "ENSMUSG00000026737",
         "ENSMUSG00000026739",
@@ -1483,11 +1500,12 @@
         "ENSMUSG00000026755",
         "ENSMUSG00000026766",
         "ENSMUSG00000026773",
+        "ENSMUSG00000026781",
         "ENSMUSG00000026784",
         "ENSMUSG00000026788",
         "ENSMUSG00000026790",
+        "ENSMUSG00000026791",
         "ENSMUSG00000026799",
-        "ENSMUSG00000026812",
         "ENSMUSG00000026814",
         "ENSMUSG00000026816",
         "ENSMUSG00000026817",
@@ -1497,24 +1515,21 @@
         "ENSMUSG00000026825",
         "ENSMUSG00000026826",
         "ENSMUSG00000026832",
-        "ENSMUSG00000026833",
         "ENSMUSG00000026853",
-        "ENSMUSG00000026856",
         "ENSMUSG00000026857",
         "ENSMUSG00000026860",
+        "ENSMUSG00000026869",
         "ENSMUSG00000026875",
+        "ENSMUSG00000026879",
         "ENSMUSG00000026880",
         "ENSMUSG00000026883",
-        "ENSMUSG00000026887",
         "ENSMUSG00000026895",
         "ENSMUSG00000026915",
         "ENSMUSG00000026917",
         "ENSMUSG00000026921",
         "ENSMUSG00000026923",
-        "ENSMUSG00000026925",
         "ENSMUSG00000026926",
         "ENSMUSG00000026932",
-        "ENSMUSG00000026942",
         "ENSMUSG00000026944",
         "ENSMUSG00000026958",
         "ENSMUSG00000026965",
@@ -1528,13 +1543,18 @@
         "ENSMUSG00000027009",
         "ENSMUSG00000027011",
         "ENSMUSG00000027014",
+        "ENSMUSG00000027030",
+        "ENSMUSG00000027035",
+        "ENSMUSG00000027067",
+        "ENSMUSG00000027075",
         "ENSMUSG00000027078",
         "ENSMUSG00000027079",
         "ENSMUSG00000027111",
-        "ENSMUSG00000027130",
+        "ENSMUSG00000027131",
         "ENSMUSG00000027134",
         "ENSMUSG00000027160",
         "ENSMUSG00000027163",
+        "ENSMUSG00000027176",
         "ENSMUSG00000027188",
         "ENSMUSG00000027199",
         "ENSMUSG00000027200",
@@ -1544,23 +1564,23 @@
         "ENSMUSG00000027215",
         "ENSMUSG00000027217",
         "ENSMUSG00000027222",
+        "ENSMUSG00000027223",
         "ENSMUSG00000027230",
         "ENSMUSG00000027239",
         "ENSMUSG00000027245",
         "ENSMUSG00000027247",
         "ENSMUSG00000027274",
-        "ENSMUSG00000027285",
         "ENSMUSG00000027286",
         "ENSMUSG00000027293",
         "ENSMUSG00000027304",
         "ENSMUSG00000027309",
         "ENSMUSG00000027315",
+        "ENSMUSG00000027327",
         "ENSMUSG00000027332",
         "ENSMUSG00000027333",
         "ENSMUSG00000027339",
         "ENSMUSG00000027340",
         "ENSMUSG00000027341",
-        "ENSMUSG00000027363",
         "ENSMUSG00000027367",
         "ENSMUSG00000027368",
         "ENSMUSG00000027377",
@@ -1573,7 +1593,6 @@
         "ENSMUSG00000027408",
         "ENSMUSG00000027411",
         "ENSMUSG00000027423",
-        "ENSMUSG00000027424",
         "ENSMUSG00000027430",
         "ENSMUSG00000027433",
         "ENSMUSG00000027435",
@@ -1586,7 +1605,6 @@
         "ENSMUSG00000027483",
         "ENSMUSG00000027498",
         "ENSMUSG00000027499",
-        "ENSMUSG00000027510",
         "ENSMUSG00000027514",
         "ENSMUSG00000027533",
         "ENSMUSG00000027534",
@@ -1608,7 +1626,6 @@
         "ENSMUSG00000027618",
         "ENSMUSG00000027628",
         "ENSMUSG00000027636",
-        "ENSMUSG00000027639",
         "ENSMUSG00000027650",
         "ENSMUSG00000027651",
         "ENSMUSG00000027656",
@@ -1625,6 +1642,7 @@
         "ENSMUSG00000027799",
         "ENSMUSG00000027800",
         "ENSMUSG00000027805",
+        "ENSMUSG00000027810",
         "ENSMUSG00000027820",
         "ENSMUSG00000027822",
         "ENSMUSG00000027832",
@@ -1644,6 +1662,7 @@
         "ENSMUSG00000027933",
         "ENSMUSG00000027935",
         "ENSMUSG00000027936",
+        "ENSMUSG00000027939",
         "ENSMUSG00000027951",
         "ENSMUSG00000027952",
         "ENSMUSG00000027954",
@@ -1657,7 +1676,6 @@
         "ENSMUSG00000027997",
         "ENSMUSG00000027998",
         "ENSMUSG00000027999",
-        "ENSMUSG00000028013",
         "ENSMUSG00000028024",
         "ENSMUSG00000028029",
         "ENSMUSG00000028030",
@@ -1666,14 +1684,12 @@
         "ENSMUSG00000028036",
         "ENSMUSG00000028041",
         "ENSMUSG00000028042",
-        "ENSMUSG00000028044",
-        "ENSMUSG00000028047",
         "ENSMUSG00000028049",
         "ENSMUSG00000028064",
+        "ENSMUSG00000028070",
         "ENSMUSG00000028071",
         "ENSMUSG00000028073",
         "ENSMUSG00000028086",
-        "ENSMUSG00000028088",
         "ENSMUSG00000028089",
         "ENSMUSG00000028093",
         "ENSMUSG00000028096",
@@ -1681,6 +1697,8 @@
         "ENSMUSG00000028108",
         "ENSMUSG00000028111",
         "ENSMUSG00000028114",
+        "ENSMUSG00000028128",
+        "ENSMUSG00000028134",
         "ENSMUSG00000028140",
         "ENSMUSG00000028159",
         "ENSMUSG00000028167",
@@ -1689,7 +1707,6 @@
         "ENSMUSG00000028195",
         "ENSMUSG00000028211",
         "ENSMUSG00000028214",
-        "ENSMUSG00000028223",
         "ENSMUSG00000028224",
         "ENSMUSG00000028226",
         "ENSMUSG00000028229",
@@ -1701,6 +1718,7 @@
         "ENSMUSG00000028270",
         "ENSMUSG00000028293",
         "ENSMUSG00000028312",
+        "ENSMUSG00000028322",
         "ENSMUSG00000028329",
         "ENSMUSG00000028330",
         "ENSMUSG00000028334",
@@ -1708,17 +1726,16 @@
         "ENSMUSG00000028344",
         "ENSMUSG00000028345",
         "ENSMUSG00000028378",
+        "ENSMUSG00000028381",
         "ENSMUSG00000028393",
         "ENSMUSG00000028398",
         "ENSMUSG00000028402",
-        "ENSMUSG00000028403",
         "ENSMUSG00000028409",
         "ENSMUSG00000028411",
         "ENSMUSG00000028420",
         "ENSMUSG00000028430",
         "ENSMUSG00000028431",
         "ENSMUSG00000028435",
-        "ENSMUSG00000028444",
         "ENSMUSG00000028445",
         "ENSMUSG00000028447",
         "ENSMUSG00000028455",
@@ -1731,7 +1748,6 @@
         "ENSMUSG00000028497",
         "ENSMUSG00000028517",
         "ENSMUSG00000028521",
-        "ENSMUSG00000028525",
         "ENSMUSG00000028532",
         "ENSMUSG00000028541",
         "ENSMUSG00000028551",
@@ -1746,14 +1762,15 @@
         "ENSMUSG00000028619",
         "ENSMUSG00000028622",
         "ENSMUSG00000028630",
+        "ENSMUSG00000028633",
         "ENSMUSG00000028634",
         "ENSMUSG00000028645",
         "ENSMUSG00000028649",
         "ENSMUSG00000028651",
         "ENSMUSG00000028657",
+        "ENSMUSG00000028669",
         "ENSMUSG00000028672",
         "ENSMUSG00000028683",
-        "ENSMUSG00000028684",
         "ENSMUSG00000028688",
         "ENSMUSG00000028689",
         "ENSMUSG00000028690",
@@ -1761,7 +1778,6 @@
         "ENSMUSG00000028699",
         "ENSMUSG00000028700",
         "ENSMUSG00000028708",
-        "ENSMUSG00000028709",
         "ENSMUSG00000028713",
         "ENSMUSG00000028737",
         "ENSMUSG00000028741",
@@ -1774,13 +1790,11 @@
         "ENSMUSG00000028795",
         "ENSMUSG00000028797",
         "ENSMUSG00000028832",
-        "ENSMUSG00000028833",
         "ENSMUSG00000028840",
         "ENSMUSG00000028843",
         "ENSMUSG00000028857",
         "ENSMUSG00000028860",
         "ENSMUSG00000028861",
-        "ENSMUSG00000028862",
         "ENSMUSG00000028868",
         "ENSMUSG00000028871",
         "ENSMUSG00000028884",
@@ -1791,6 +1805,7 @@
         "ENSMUSG00000028907",
         "ENSMUSG00000028910",
         "ENSMUSG00000028917",
+        "ENSMUSG00000028920",
         "ENSMUSG00000028923",
         "ENSMUSG00000028926",
         "ENSMUSG00000028937",
@@ -1799,6 +1814,7 @@
         "ENSMUSG00000028958",
         "ENSMUSG00000028959",
         "ENSMUSG00000028961",
+        "ENSMUSG00000028969",
         "ENSMUSG00000028973",
         "ENSMUSG00000028977",
         "ENSMUSG00000028980",
@@ -1806,7 +1822,6 @@
         "ENSMUSG00000028988",
         "ENSMUSG00000028990",
         "ENSMUSG00000028991",
-        "ENSMUSG00000028995",
         "ENSMUSG00000028999",
         "ENSMUSG00000029003",
         "ENSMUSG00000029007",
@@ -1816,52 +1831,46 @@
         "ENSMUSG00000029028",
         "ENSMUSG00000029029",
         "ENSMUSG00000029036",
-        "ENSMUSG00000029056",
         "ENSMUSG00000029059",
         "ENSMUSG00000029060",
         "ENSMUSG00000029061",
-        "ENSMUSG00000029062",
-        "ENSMUSG00000029068",
         "ENSMUSG00000029070",
         "ENSMUSG00000029084",
-        "ENSMUSG00000029094",
         "ENSMUSG00000029096",
         "ENSMUSG00000029098",
         "ENSMUSG00000029101",
+        "ENSMUSG00000029108",
         "ENSMUSG00000029111",
         "ENSMUSG00000029126",
         "ENSMUSG00000029141",
         "ENSMUSG00000029145",
         "ENSMUSG00000029153",
         "ENSMUSG00000029162",
-        "ENSMUSG00000029166",
         "ENSMUSG00000029174",
         "ENSMUSG00000029175",
         "ENSMUSG00000029177",
-        "ENSMUSG00000029185",
-        "ENSMUSG00000029186",
         "ENSMUSG00000029190",
-        "ENSMUSG00000029192",
         "ENSMUSG00000029198",
         "ENSMUSG00000029199",
         "ENSMUSG00000029201",
         "ENSMUSG00000029207",
+        "ENSMUSG00000029221",
         "ENSMUSG00000029228",
         "ENSMUSG00000029231",
+        "ENSMUSG00000029233",
         "ENSMUSG00000029246",
         "ENSMUSG00000029254",
         "ENSMUSG00000029265",
         "ENSMUSG00000029267",
+        "ENSMUSG00000029270",
         "ENSMUSG00000029304",
         "ENSMUSG00000029309",
-        "ENSMUSG00000029310",
         "ENSMUSG00000029311",
         "ENSMUSG00000029321",
         "ENSMUSG00000029322",
-        "ENSMUSG00000029344",
+        "ENSMUSG00000029326",
         "ENSMUSG00000029345",
         "ENSMUSG00000029346",
-        "ENSMUSG00000029366",
         "ENSMUSG00000029373",
         "ENSMUSG00000029380",
         "ENSMUSG00000029381",
@@ -1870,6 +1879,7 @@
         "ENSMUSG00000029392",
         "ENSMUSG00000029397",
         "ENSMUSG00000029401",
+        "ENSMUSG00000029404",
         "ENSMUSG00000029413",
         "ENSMUSG00000029416",
         "ENSMUSG00000029428",
@@ -1882,11 +1892,14 @@
         "ENSMUSG00000029461",
         "ENSMUSG00000029463",
         "ENSMUSG00000029464",
+        "ENSMUSG00000029466",
         "ENSMUSG00000029468",
         "ENSMUSG00000029469",
+        "ENSMUSG00000029474",
         "ENSMUSG00000029475",
         "ENSMUSG00000029484",
         "ENSMUSG00000029486",
+        "ENSMUSG00000029504",
         "ENSMUSG00000029513",
         "ENSMUSG00000029518",
         "ENSMUSG00000029535",
@@ -1897,15 +1910,15 @@
         "ENSMUSG00000029569",
         "ENSMUSG00000029576",
         "ENSMUSG00000029577",
+        "ENSMUSG00000029610",
         "ENSMUSG00000029621",
         "ENSMUSG00000029624",
         "ENSMUSG00000029625",
+        "ENSMUSG00000029634",
         "ENSMUSG00000029641",
         "ENSMUSG00000029648",
         "ENSMUSG00000029649",
-        "ENSMUSG00000029657",
         "ENSMUSG00000029659",
-        "ENSMUSG00000029661",
         "ENSMUSG00000029664",
         "ENSMUSG00000029669",
         "ENSMUSG00000029674",
@@ -1926,6 +1939,7 @@
         "ENSMUSG00000029762",
         "ENSMUSG00000029763",
         "ENSMUSG00000029771",
+        "ENSMUSG00000029772",
         "ENSMUSG00000029798",
         "ENSMUSG00000029802",
         "ENSMUSG00000029810",
@@ -1941,6 +1955,7 @@
         "ENSMUSG00000029994",
         "ENSMUSG00000030002",
         "ENSMUSG00000030008",
+        "ENSMUSG00000030016",
         "ENSMUSG00000030017",
         "ENSMUSG00000030019",
         "ENSMUSG00000030034",
@@ -1955,7 +1970,6 @@
         "ENSMUSG00000030094",
         "ENSMUSG00000030095",
         "ENSMUSG00000030096",
-        "ENSMUSG00000030101",
         "ENSMUSG00000030102",
         "ENSMUSG00000030103",
         "ENSMUSG00000030104",
@@ -1963,8 +1977,6 @@
         "ENSMUSG00000030116",
         "ENSMUSG00000030123",
         "ENSMUSG00000030124",
-        "ENSMUSG00000030126",
-        "ENSMUSG00000030148",
         "ENSMUSG00000030166",
         "ENSMUSG00000030168",
         "ENSMUSG00000030203",
@@ -1976,28 +1988,27 @@
         "ENSMUSG00000030243",
         "ENSMUSG00000030246",
         "ENSMUSG00000030249",
+        "ENSMUSG00000030254",
         "ENSMUSG00000030255",
+        "ENSMUSG00000030264",
         "ENSMUSG00000030269",
         "ENSMUSG00000030279",
         "ENSMUSG00000030282",
         "ENSMUSG00000030284",
         "ENSMUSG00000030287",
         "ENSMUSG00000030301",
-        "ENSMUSG00000030306",
+        "ENSMUSG00000030304",
         "ENSMUSG00000030314",
-        "ENSMUSG00000030315",
         "ENSMUSG00000030323",
         "ENSMUSG00000030330",
         "ENSMUSG00000030351",
         "ENSMUSG00000030352",
         "ENSMUSG00000030401",
-        "ENSMUSG00000030403",
         "ENSMUSG00000030407",
         "ENSMUSG00000030409",
         "ENSMUSG00000030410",
         "ENSMUSG00000030413",
         "ENSMUSG00000030421",
-        "ENSMUSG00000030431",
         "ENSMUSG00000030471",
         "ENSMUSG00000030512",
         "ENSMUSG00000030513",
@@ -2023,18 +2034,15 @@
         "ENSMUSG00000030659",
         "ENSMUSG00000030662",
         "ENSMUSG00000030680",
-        "ENSMUSG00000030682",
         "ENSMUSG00000030685",
         "ENSMUSG00000030688",
         "ENSMUSG00000030701",
         "ENSMUSG00000030707",
-        "ENSMUSG00000030711",
         "ENSMUSG00000030714",
         "ENSMUSG00000030717",
         "ENSMUSG00000030720",
         "ENSMUSG00000030726",
         "ENSMUSG00000030727",
-        "ENSMUSG00000030729",
         "ENSMUSG00000030737",
         "ENSMUSG00000030741",
         "ENSMUSG00000030742",
@@ -2044,30 +2052,31 @@
         "ENSMUSG00000030780",
         "ENSMUSG00000030786",
         "ENSMUSG00000030790",
-        "ENSMUSG00000030793",
         "ENSMUSG00000030798",
         "ENSMUSG00000030801",
         "ENSMUSG00000030802",
         "ENSMUSG00000030822",
-        "ENSMUSG00000030826",
         "ENSMUSG00000030830",
         "ENSMUSG00000030844",
         "ENSMUSG00000030850",
         "ENSMUSG00000030862",
+        "ENSMUSG00000030869",
         "ENSMUSG00000030870",
+        "ENSMUSG00000030876",
         "ENSMUSG00000030880",
         "ENSMUSG00000030888",
+        "ENSMUSG00000030917",
         "ENSMUSG00000030921",
         "ENSMUSG00000030942",
         "ENSMUSG00000030956",
         "ENSMUSG00000030978",
         "ENSMUSG00000030980",
         "ENSMUSG00000030990",
+        "ENSMUSG00000031015",
         "ENSMUSG00000031016",
+        "ENSMUSG00000031023",
         "ENSMUSG00000031060",
-        "ENSMUSG00000031065",
         "ENSMUSG00000031066",
-        "ENSMUSG00000031070",
         "ENSMUSG00000031077",
         "ENSMUSG00000031093",
         "ENSMUSG00000031101",
@@ -2077,16 +2086,14 @@
         "ENSMUSG00000031153",
         "ENSMUSG00000031155",
         "ENSMUSG00000031156",
-        "ENSMUSG00000031158",
-        "ENSMUSG00000031165",
         "ENSMUSG00000031166",
         "ENSMUSG00000031169",
         "ENSMUSG00000031171",
         "ENSMUSG00000031201",
-        "ENSMUSG00000031214",
         "ENSMUSG00000031216",
         "ENSMUSG00000031217",
         "ENSMUSG00000031226",
+        "ENSMUSG00000031230",
         "ENSMUSG00000031239",
         "ENSMUSG00000031253",
         "ENSMUSG00000031266",
@@ -2100,24 +2107,24 @@
         "ENSMUSG00000031355",
         "ENSMUSG00000031358",
         "ENSMUSG00000031371",
-        "ENSMUSG00000031378",
+        "ENSMUSG00000031373",
         "ENSMUSG00000031380",
         "ENSMUSG00000031387",
         "ENSMUSG00000031400",
         "ENSMUSG00000031403",
+        "ENSMUSG00000031425",
         "ENSMUSG00000031429",
-        "ENSMUSG00000031432",
         "ENSMUSG00000031451",
         "ENSMUSG00000031453",
-        "ENSMUSG00000031467",
         "ENSMUSG00000031479",
         "ENSMUSG00000031486",
-        "ENSMUSG00000031487",
         "ENSMUSG00000031488",
+        "ENSMUSG00000031490",
         "ENSMUSG00000031497",
         "ENSMUSG00000031505",
         "ENSMUSG00000031520",
         "ENSMUSG00000031527",
+        "ENSMUSG00000031533",
         "ENSMUSG00000031538",
         "ENSMUSG00000031546",
         "ENSMUSG00000031548",
@@ -2128,7 +2135,6 @@
         "ENSMUSG00000031577",
         "ENSMUSG00000031583",
         "ENSMUSG00000031584",
-        "ENSMUSG00000031586",
         "ENSMUSG00000031604",
         "ENSMUSG00000031613",
         "ENSMUSG00000031616",
@@ -2139,12 +2145,14 @@
         "ENSMUSG00000031661",
         "ENSMUSG00000031662",
         "ENSMUSG00000031666",
+        "ENSMUSG00000031667",
         "ENSMUSG00000031671",
         "ENSMUSG00000031673",
-        "ENSMUSG00000031696",
+        "ENSMUSG00000031683",
         "ENSMUSG00000031700",
         "ENSMUSG00000031706",
         "ENSMUSG00000031709",
+        "ENSMUSG00000031711",
         "ENSMUSG00000031714",
         "ENSMUSG00000031722",
         "ENSMUSG00000031728",
@@ -2156,7 +2164,6 @@
         "ENSMUSG00000031774",
         "ENSMUSG00000031778",
         "ENSMUSG00000031781",
-        "ENSMUSG00000031782",
         "ENSMUSG00000031783",
         "ENSMUSG00000031785",
         "ENSMUSG00000031788",
@@ -2170,7 +2177,6 @@
         "ENSMUSG00000031825",
         "ENSMUSG00000031827",
         "ENSMUSG00000031833",
-        "ENSMUSG00000031834",
         "ENSMUSG00000031838",
         "ENSMUSG00000031840",
         "ENSMUSG00000031841",
@@ -2194,19 +2200,17 @@
         "ENSMUSG00000031917",
         "ENSMUSG00000031921",
         "ENSMUSG00000031925",
-        "ENSMUSG00000031930",
         "ENSMUSG00000031934",
         "ENSMUSG00000031955",
         "ENSMUSG00000031969",
         "ENSMUSG00000031984",
-        "ENSMUSG00000031985",
         "ENSMUSG00000031987",
-        "ENSMUSG00000031988",
         "ENSMUSG00000031990",
         "ENSMUSG00000032000",
         "ENSMUSG00000032006",
         "ENSMUSG00000032009",
         "ENSMUSG00000032010",
+        "ENSMUSG00000032011",
         "ENSMUSG00000032013",
         "ENSMUSG00000032014",
         "ENSMUSG00000032020",
@@ -2241,12 +2245,12 @@
         "ENSMUSG00000032198",
         "ENSMUSG00000032212",
         "ENSMUSG00000032238",
-        "ENSMUSG00000032239",
         "ENSMUSG00000032243",
         "ENSMUSG00000032244",
         "ENSMUSG00000032245",
         "ENSMUSG00000032246",
         "ENSMUSG00000032249",
+        "ENSMUSG00000032251",
         "ENSMUSG00000032263",
         "ENSMUSG00000032264",
         "ENSMUSG00000032271",
@@ -2259,7 +2263,6 @@
         "ENSMUSG00000032322",
         "ENSMUSG00000032333",
         "ENSMUSG00000032340",
-        "ENSMUSG00000032344",
         "ENSMUSG00000032348",
         "ENSMUSG00000032353",
         "ENSMUSG00000032359",
@@ -2268,16 +2271,16 @@
         "ENSMUSG00000032370",
         "ENSMUSG00000032372",
         "ENSMUSG00000032375",
-        "ENSMUSG00000032376",
         "ENSMUSG00000032384",
         "ENSMUSG00000032410",
         "ENSMUSG00000032420",
         "ENSMUSG00000032423",
         "ENSMUSG00000032434",
+        "ENSMUSG00000032436",
         "ENSMUSG00000032459",
         "ENSMUSG00000032469",
         "ENSMUSG00000032484",
-        "ENSMUSG00000032485",
+        "ENSMUSG00000032487",
         "ENSMUSG00000032491",
         "ENSMUSG00000032496",
         "ENSMUSG00000032508",
@@ -2301,9 +2304,11 @@
         "ENSMUSG00000032596",
         "ENSMUSG00000032598",
         "ENSMUSG00000032602",
+        "ENSMUSG00000032606",
         "ENSMUSG00000032615",
         "ENSMUSG00000032633",
         "ENSMUSG00000032643",
+        "ENSMUSG00000032648",
         "ENSMUSG00000032649",
         "ENSMUSG00000032657",
         "ENSMUSG00000032679",
@@ -2312,7 +2317,6 @@
         "ENSMUSG00000032705",
         "ENSMUSG00000032714",
         "ENSMUSG00000032724",
-        "ENSMUSG00000032737",
         "ENSMUSG00000032754",
         "ENSMUSG00000032763",
         "ENSMUSG00000032766",
@@ -2330,12 +2334,11 @@
         "ENSMUSG00000032892",
         "ENSMUSG00000032897",
         "ENSMUSG00000032898",
-        "ENSMUSG00000032902",
         "ENSMUSG00000032905",
         "ENSMUSG00000032911",
         "ENSMUSG00000032925",
-        "ENSMUSG00000032952",
         "ENSMUSG00000032965",
+        "ENSMUSG00000032977",
         "ENSMUSG00000033009",
         "ENSMUSG00000033022",
         "ENSMUSG00000033033",
@@ -2343,8 +2346,11 @@
         "ENSMUSG00000033047",
         "ENSMUSG00000033055",
         "ENSMUSG00000033083",
+        "ENSMUSG00000033088",
         "ENSMUSG00000033099",
+        "ENSMUSG00000033106",
         "ENSMUSG00000033107",
+        "ENSMUSG00000033111",
         "ENSMUSG00000033147",
         "ENSMUSG00000033152",
         "ENSMUSG00000033157",
@@ -2360,7 +2366,6 @@
         "ENSMUSG00000033295",
         "ENSMUSG00000033318",
         "ENSMUSG00000033319",
-        "ENSMUSG00000033323",
         "ENSMUSG00000033327",
         "ENSMUSG00000033350",
         "ENSMUSG00000033355",
@@ -2380,13 +2385,13 @@
         "ENSMUSG00000033475",
         "ENSMUSG00000033478",
         "ENSMUSG00000033540",
+        "ENSMUSG00000033542",
         "ENSMUSG00000033544",
         "ENSMUSG00000033554",
         "ENSMUSG00000033565",
         "ENSMUSG00000033585",
         "ENSMUSG00000033589",
         "ENSMUSG00000033628",
-        "ENSMUSG00000033671",
         "ENSMUSG00000033684",
         "ENSMUSG00000033685",
         "ENSMUSG00000033712",
@@ -2399,7 +2404,6 @@
         "ENSMUSG00000033767",
         "ENSMUSG00000033781",
         "ENSMUSG00000033790",
-        "ENSMUSG00000033799",
         "ENSMUSG00000033809",
         "ENSMUSG00000033819",
         "ENSMUSG00000033862",
@@ -2410,8 +2414,6 @@
         "ENSMUSG00000033918",
         "ENSMUSG00000033931",
         "ENSMUSG00000033933",
-        "ENSMUSG00000033943",
-        "ENSMUSG00000033965",
         "ENSMUSG00000033998",
         "ENSMUSG00000034021",
         "ENSMUSG00000034022",
@@ -2424,7 +2426,6 @@
         "ENSMUSG00000034157",
         "ENSMUSG00000034160",
         "ENSMUSG00000034189",
-        "ENSMUSG00000034190",
         "ENSMUSG00000034194",
         "ENSMUSG00000034203",
         "ENSMUSG00000034205",
@@ -2433,18 +2434,18 @@
         "ENSMUSG00000034218",
         "ENSMUSG00000034247",
         "ENSMUSG00000034248",
+        "ENSMUSG00000034255",
         "ENSMUSG00000034259",
-        "ENSMUSG00000034265",
         "ENSMUSG00000034266",
         "ENSMUSG00000034269",
         "ENSMUSG00000034274",
-        "ENSMUSG00000034317",
         "ENSMUSG00000034320",
         "ENSMUSG00000034324",
         "ENSMUSG00000034330",
         "ENSMUSG00000034345",
         "ENSMUSG00000034353",
         "ENSMUSG00000034354",
+        "ENSMUSG00000034361",
         "ENSMUSG00000034394",
         "ENSMUSG00000034403",
         "ENSMUSG00000034424",
@@ -2454,39 +2455,38 @@
         "ENSMUSG00000034463",
         "ENSMUSG00000034471",
         "ENSMUSG00000034473",
+        "ENSMUSG00000034480",
         "ENSMUSG00000034509",
         "ENSMUSG00000034520",
         "ENSMUSG00000034543",
         "ENSMUSG00000034544",
         "ENSMUSG00000034573",
         "ENSMUSG00000034593",
+        "ENSMUSG00000034602",
         "ENSMUSG00000034610",
         "ENSMUSG00000034612",
         "ENSMUSG00000034614",
         "ENSMUSG00000034620",
         "ENSMUSG00000034634",
-        "ENSMUSG00000034641",
         "ENSMUSG00000034652",
         "ENSMUSG00000034664",
         "ENSMUSG00000034674",
         "ENSMUSG00000034675",
         "ENSMUSG00000034684",
-        "ENSMUSG00000034708",
         "ENSMUSG00000034709",
         "ENSMUSG00000034724",
         "ENSMUSG00000034729",
-        "ENSMUSG00000034744",
         "ENSMUSG00000034748",
         "ENSMUSG00000034789",
         "ENSMUSG00000034793",
         "ENSMUSG00000034810",
+        "ENSMUSG00000034839",
         "ENSMUSG00000034845",
         "ENSMUSG00000034855",
         "ENSMUSG00000034867",
         "ENSMUSG00000034875",
         "ENSMUSG00000034889",
         "ENSMUSG00000034893",
-        "ENSMUSG00000034898",
         "ENSMUSG00000034902",
         "ENSMUSG00000034903",
         "ENSMUSG00000034930",
@@ -2499,9 +2499,9 @@
         "ENSMUSG00000035048",
         "ENSMUSG00000035051",
         "ENSMUSG00000035064",
+        "ENSMUSG00000035069",
         "ENSMUSG00000035078",
         "ENSMUSG00000035095",
-        "ENSMUSG00000035107",
         "ENSMUSG00000035150",
         "ENSMUSG00000035151",
         "ENSMUSG00000035164",
@@ -2513,13 +2513,15 @@
         "ENSMUSG00000035208",
         "ENSMUSG00000035215",
         "ENSMUSG00000035232",
+        "ENSMUSG00000035235",
+        "ENSMUSG00000035236",
         "ENSMUSG00000035245",
         "ENSMUSG00000035268",
         "ENSMUSG00000035278",
         "ENSMUSG00000035279",
+        "ENSMUSG00000035284",
         "ENSMUSG00000035293",
         "ENSMUSG00000035314",
-        "ENSMUSG00000035354",
         "ENSMUSG00000035357",
         "ENSMUSG00000035373",
         "ENSMUSG00000035382",
@@ -2533,7 +2535,7 @@
         "ENSMUSG00000035557",
         "ENSMUSG00000035559",
         "ENSMUSG00000035572",
-        "ENSMUSG00000035596",
+        "ENSMUSG00000035585",
         "ENSMUSG00000035620",
         "ENSMUSG00000035629",
         "ENSMUSG00000035637",
@@ -2542,8 +2544,8 @@
         "ENSMUSG00000035692",
         "ENSMUSG00000035696",
         "ENSMUSG00000035697",
-        "ENSMUSG00000035704",
         "ENSMUSG00000035754",
+        "ENSMUSG00000035778",
         "ENSMUSG00000035783",
         "ENSMUSG00000035790",
         "ENSMUSG00000035804",
@@ -2559,7 +2561,10 @@
         "ENSMUSG00000036057",
         "ENSMUSG00000036073",
         "ENSMUSG00000036087",
+        "ENSMUSG00000036091",
         "ENSMUSG00000036099",
+        "ENSMUSG00000036104",
+        "ENSMUSG00000036111",
         "ENSMUSG00000036114",
         "ENSMUSG00000036144",
         "ENSMUSG00000036160",
@@ -2579,6 +2584,7 @@
         "ENSMUSG00000036339",
         "ENSMUSG00000036352",
         "ENSMUSG00000036376",
+        "ENSMUSG00000036381",
         "ENSMUSG00000036390",
         "ENSMUSG00000036402",
         "ENSMUSG00000036412",
@@ -2599,16 +2605,13 @@
         "ENSMUSG00000036594",
         "ENSMUSG00000036606",
         "ENSMUSG00000036613",
-        "ENSMUSG00000036615",
         "ENSMUSG00000036617",
         "ENSMUSG00000036622",
         "ENSMUSG00000036636",
         "ENSMUSG00000036661",
-        "ENSMUSG00000036672",
         "ENSMUSG00000036678",
         "ENSMUSG00000036686",
         "ENSMUSG00000036693",
-        "ENSMUSG00000036748",
         "ENSMUSG00000036775",
         "ENSMUSG00000036817",
         "ENSMUSG00000036820",
@@ -2633,7 +2636,6 @@
         "ENSMUSG00000036977",
         "ENSMUSG00000036992",
         "ENSMUSG00000037005",
-        "ENSMUSG00000037017",
         "ENSMUSG00000037029",
         "ENSMUSG00000037031",
         "ENSMUSG00000037032",
@@ -2648,6 +2650,7 @@
         "ENSMUSG00000037214",
         "ENSMUSG00000037235",
         "ENSMUSG00000037257",
+        "ENSMUSG00000037266",
         "ENSMUSG00000037278",
         "ENSMUSG00000037287",
         "ENSMUSG00000037295",
@@ -2659,8 +2662,8 @@
         "ENSMUSG00000037347",
         "ENSMUSG00000037349",
         "ENSMUSG00000037362",
+        "ENSMUSG00000037370",
         "ENSMUSG00000037379",
-        "ENSMUSG00000037395",
         "ENSMUSG00000037405",
         "ENSMUSG00000037410",
         "ENSMUSG00000037411",
@@ -2673,7 +2676,6 @@
         "ENSMUSG00000037526",
         "ENSMUSG00000037536",
         "ENSMUSG00000037548",
-        "ENSMUSG00000037552",
         "ENSMUSG00000037580",
         "ENSMUSG00000037643",
         "ENSMUSG00000037649",
@@ -2683,12 +2685,12 @@
         "ENSMUSG00000037674",
         "ENSMUSG00000037685",
         "ENSMUSG00000037710",
+        "ENSMUSG00000037712",
         "ENSMUSG00000037722",
         "ENSMUSG00000037736",
         "ENSMUSG00000037750",
         "ENSMUSG00000037754",
         "ENSMUSG00000037762",
-        "ENSMUSG00000037773",
         "ENSMUSG00000037787",
         "ENSMUSG00000037791",
         "ENSMUSG00000037795",
@@ -2696,19 +2698,24 @@
         "ENSMUSG00000037824",
         "ENSMUSG00000037852",
         "ENSMUSG00000037868",
+        "ENSMUSG00000037887",
         "ENSMUSG00000037892",
         "ENSMUSG00000037896",
         "ENSMUSG00000037904",
         "ENSMUSG00000037936",
+        "ENSMUSG00000037938",
         "ENSMUSG00000037944",
         "ENSMUSG00000037957",
         "ENSMUSG00000037960",
         "ENSMUSG00000037962",
         "ENSMUSG00000037966",
         "ENSMUSG00000037971",
+        "ENSMUSG00000037992",
         "ENSMUSG00000037993",
         "ENSMUSG00000038000",
         "ENSMUSG00000038005",
+        "ENSMUSG00000038055",
+        "ENSMUSG00000038058",
         "ENSMUSG00000038069",
         "ENSMUSG00000038070",
         "ENSMUSG00000038084",
@@ -2724,10 +2731,8 @@
         "ENSMUSG00000038175",
         "ENSMUSG00000038179",
         "ENSMUSG00000038187",
-        "ENSMUSG00000038212",
         "ENSMUSG00000038213",
         "ENSMUSG00000038214",
-        "ENSMUSG00000038215",
         "ENSMUSG00000038235",
         "ENSMUSG00000038241",
         "ENSMUSG00000038250",
@@ -2741,11 +2746,13 @@
         "ENSMUSG00000038352",
         "ENSMUSG00000038365",
         "ENSMUSG00000038370",
+        "ENSMUSG00000038371",
         "ENSMUSG00000038375",
         "ENSMUSG00000038383",
         "ENSMUSG00000038393",
         "ENSMUSG00000038412",
         "ENSMUSG00000038418",
+        "ENSMUSG00000038429",
         "ENSMUSG00000038451",
         "ENSMUSG00000038459",
         "ENSMUSG00000038463",
@@ -2769,7 +2776,6 @@
         "ENSMUSG00000038628",
         "ENSMUSG00000038642",
         "ENSMUSG00000038644",
-        "ENSMUSG00000038648",
         "ENSMUSG00000038658",
         "ENSMUSG00000038697",
         "ENSMUSG00000038718",
@@ -2777,6 +2783,7 @@
         "ENSMUSG00000038775",
         "ENSMUSG00000038806",
         "ENSMUSG00000038811",
+        "ENSMUSG00000038812",
         "ENSMUSG00000038816",
         "ENSMUSG00000038828",
         "ENSMUSG00000038844",
@@ -2789,7 +2796,6 @@
         "ENSMUSG00000038886",
         "ENSMUSG00000038914",
         "ENSMUSG00000038936",
-        "ENSMUSG00000038954",
         "ENSMUSG00000038967",
         "ENSMUSG00000038990",
         "ENSMUSG00000039000",
@@ -2797,7 +2803,6 @@
         "ENSMUSG00000039046",
         "ENSMUSG00000039048",
         "ENSMUSG00000039065",
-        "ENSMUSG00000039067",
         "ENSMUSG00000039068",
         "ENSMUSG00000039069",
         "ENSMUSG00000039084",
@@ -2819,7 +2824,6 @@
         "ENSMUSG00000039217",
         "ENSMUSG00000039230",
         "ENSMUSG00000039231",
-        "ENSMUSG00000039232",
         "ENSMUSG00000039236",
         "ENSMUSG00000039239",
         "ENSMUSG00000039244",
@@ -2827,6 +2831,7 @@
         "ENSMUSG00000039254",
         "ENSMUSG00000039264",
         "ENSMUSG00000039270",
+        "ENSMUSG00000039275",
         "ENSMUSG00000039308",
         "ENSMUSG00000039316",
         "ENSMUSG00000039323",
@@ -2835,6 +2840,7 @@
         "ENSMUSG00000039382",
         "ENSMUSG00000039405",
         "ENSMUSG00000039410",
+        "ENSMUSG00000039427",
         "ENSMUSG00000039428",
         "ENSMUSG00000039449",
         "ENSMUSG00000039450",
@@ -2848,7 +2854,6 @@
         "ENSMUSG00000039531",
         "ENSMUSG00000039542",
         "ENSMUSG00000039568",
-        "ENSMUSG00000039599",
         "ENSMUSG00000039611",
         "ENSMUSG00000039616",
         "ENSMUSG00000039621",
@@ -2867,7 +2872,6 @@
         "ENSMUSG00000039747",
         "ENSMUSG00000039759",
         "ENSMUSG00000039765",
-        "ENSMUSG00000039768",
         "ENSMUSG00000039801",
         "ENSMUSG00000039828",
         "ENSMUSG00000039831",
@@ -2876,24 +2880,26 @@
         "ENSMUSG00000039886",
         "ENSMUSG00000039899",
         "ENSMUSG00000039903",
+        "ENSMUSG00000039910",
         "ENSMUSG00000039911",
         "ENSMUSG00000039914",
         "ENSMUSG00000039936",
         "ENSMUSG00000039942",
         "ENSMUSG00000039943",
         "ENSMUSG00000039958",
-        "ENSMUSG00000039959",
         "ENSMUSG00000039968",
         "ENSMUSG00000039982",
         "ENSMUSG00000039983",
+        "ENSMUSG00000039989",
         "ENSMUSG00000040003",
         "ENSMUSG00000040022",
         "ENSMUSG00000040029",
         "ENSMUSG00000040033",
         "ENSMUSG00000040037",
-        "ENSMUSG00000040043",
-        "ENSMUSG00000040105",
+        "ENSMUSG00000040040",
+        "ENSMUSG00000040044",
         "ENSMUSG00000040112",
+        "ENSMUSG00000040123",
         "ENSMUSG00000040147",
         "ENSMUSG00000040152",
         "ENSMUSG00000040170",
@@ -2910,28 +2916,26 @@
         "ENSMUSG00000040329",
         "ENSMUSG00000040345",
         "ENSMUSG00000040359",
+        "ENSMUSG00000040370",
         "ENSMUSG00000040374",
         "ENSMUSG00000040383",
         "ENSMUSG00000040407",
         "ENSMUSG00000040428",
         "ENSMUSG00000040435",
+        "ENSMUSG00000040451",
         "ENSMUSG00000040455",
         "ENSMUSG00000040463",
         "ENSMUSG00000040466",
         "ENSMUSG00000040472",
         "ENSMUSG00000040479",
-        "ENSMUSG00000040482",
-        "ENSMUSG00000040521",
         "ENSMUSG00000040528",
         "ENSMUSG00000040532",
         "ENSMUSG00000040550",
         "ENSMUSG00000040552",
         "ENSMUSG00000040562",
         "ENSMUSG00000040584",
-        "ENSMUSG00000040586",
         "ENSMUSG00000040591",
         "ENSMUSG00000040592",
-        "ENSMUSG00000040599",
         "ENSMUSG00000040605",
         "ENSMUSG00000040606",
         "ENSMUSG00000040612",
@@ -2943,7 +2947,6 @@
         "ENSMUSG00000040648",
         "ENSMUSG00000040659",
         "ENSMUSG00000040661",
-        "ENSMUSG00000040667",
         "ENSMUSG00000040669",
         "ENSMUSG00000040687",
         "ENSMUSG00000040688",
@@ -2952,6 +2955,7 @@
         "ENSMUSG00000040723",
         "ENSMUSG00000040732",
         "ENSMUSG00000040738",
+        "ENSMUSG00000040746",
         "ENSMUSG00000040747",
         "ENSMUSG00000040751",
         "ENSMUSG00000040767",
@@ -2960,6 +2964,7 @@
         "ENSMUSG00000040848",
         "ENSMUSG00000040883",
         "ENSMUSG00000040888",
+        "ENSMUSG00000040913",
         "ENSMUSG00000040929",
         "ENSMUSG00000040938",
         "ENSMUSG00000040940",
@@ -3006,10 +3011,10 @@
         "ENSMUSG00000041445",
         "ENSMUSG00000041482",
         "ENSMUSG00000041483",
-        "ENSMUSG00000041488",
         "ENSMUSG00000041506",
         "ENSMUSG00000041515",
         "ENSMUSG00000041530",
+        "ENSMUSG00000041538",
         "ENSMUSG00000041548",
         "ENSMUSG00000041559",
         "ENSMUSG00000041571",
@@ -3021,6 +3026,7 @@
         "ENSMUSG00000041720",
         "ENSMUSG00000041729",
         "ENSMUSG00000041733",
+        "ENSMUSG00000041734",
         "ENSMUSG00000041747",
         "ENSMUSG00000041757",
         "ENSMUSG00000041773",
@@ -3029,11 +3035,11 @@
         "ENSMUSG00000041779",
         "ENSMUSG00000041782",
         "ENSMUSG00000041801",
-        "ENSMUSG00000041828",
         "ENSMUSG00000041836",
         "ENSMUSG00000041845",
         "ENSMUSG00000041859",
         "ENSMUSG00000041889",
+        "ENSMUSG00000041891",
         "ENSMUSG00000041920",
         "ENSMUSG00000041921",
         "ENSMUSG00000041935",
@@ -3042,10 +3048,10 @@
         "ENSMUSG00000041954",
         "ENSMUSG00000041966",
         "ENSMUSG00000042015",
-        "ENSMUSG00000042032",
         "ENSMUSG00000042046",
         "ENSMUSG00000042050",
         "ENSMUSG00000042063",
+        "ENSMUSG00000042066",
         "ENSMUSG00000042073",
         "ENSMUSG00000042099",
         "ENSMUSG00000042116",
@@ -3055,12 +3061,15 @@
         "ENSMUSG00000042178",
         "ENSMUSG00000042185",
         "ENSMUSG00000042190",
+        "ENSMUSG00000042207",
         "ENSMUSG00000042215",
-        "ENSMUSG00000042225",
         "ENSMUSG00000042254",
+        "ENSMUSG00000042258",
+        "ENSMUSG00000042275",
         "ENSMUSG00000042284",
         "ENSMUSG00000042286",
         "ENSMUSG00000042289",
+        "ENSMUSG00000042293",
         "ENSMUSG00000042303",
         "ENSMUSG00000042305",
         "ENSMUSG00000042306",
@@ -3071,14 +3080,11 @@
         "ENSMUSG00000042419",
         "ENSMUSG00000042426",
         "ENSMUSG00000042436",
-        "ENSMUSG00000042472",
         "ENSMUSG00000042473",
         "ENSMUSG00000042485",
         "ENSMUSG00000042487",
-        "ENSMUSG00000042492",
         "ENSMUSG00000042502",
         "ENSMUSG00000042508",
-        "ENSMUSG00000042549",
         "ENSMUSG00000042558",
         "ENSMUSG00000042569",
         "ENSMUSG00000042572",
@@ -3088,7 +3094,9 @@
         "ENSMUSG00000042644",
         "ENSMUSG00000042659",
         "ENSMUSG00000042660",
+        "ENSMUSG00000042670",
         "ENSMUSG00000042694",
+        "ENSMUSG00000042699",
         "ENSMUSG00000042700",
         "ENSMUSG00000042705",
         "ENSMUSG00000042712",
@@ -3104,17 +3112,16 @@
         "ENSMUSG00000042834",
         "ENSMUSG00000042851",
         "ENSMUSG00000042870",
-        "ENSMUSG00000042988",
         "ENSMUSG00000043008",
         "ENSMUSG00000043017",
         "ENSMUSG00000043061",
         "ENSMUSG00000043099",
+        "ENSMUSG00000043154",
         "ENSMUSG00000043252",
         "ENSMUSG00000043257",
         "ENSMUSG00000043259",
         "ENSMUSG00000043284",
         "ENSMUSG00000043300",
-        "ENSMUSG00000043336",
         "ENSMUSG00000043391",
         "ENSMUSG00000043411",
         "ENSMUSG00000043415",
@@ -3127,17 +3134,19 @@
         "ENSMUSG00000043613",
         "ENSMUSG00000043629",
         "ENSMUSG00000043631",
-        "ENSMUSG00000043635",
         "ENSMUSG00000043683",
         "ENSMUSG00000043702",
         "ENSMUSG00000043832",
         "ENSMUSG00000043872",
         "ENSMUSG00000043885",
+        "ENSMUSG00000043909",
         "ENSMUSG00000043953",
         "ENSMUSG00000043964",
         "ENSMUSG00000043987",
         "ENSMUSG00000044017",
         "ENSMUSG00000044041",
+        "ENSMUSG00000044066",
+        "ENSMUSG00000044068",
         "ENSMUSG00000044080",
         "ENSMUSG00000044134",
         "ENSMUSG00000044162",
@@ -3152,6 +3161,7 @@
         "ENSMUSG00000044468",
         "ENSMUSG00000044475",
         "ENSMUSG00000044562",
+        "ENSMUSG00000044573",
         "ENSMUSG00000044629",
         "ENSMUSG00000044636",
         "ENSMUSG00000044646",
@@ -3160,7 +3170,7 @@
         "ENSMUSG00000044709",
         "ENSMUSG00000044734",
         "ENSMUSG00000044749",
-        "ENSMUSG00000044791",
+        "ENSMUSG00000044792",
         "ENSMUSG00000044811",
         "ENSMUSG00000044813",
         "ENSMUSG00000044876",
@@ -3172,7 +3182,6 @@
         "ENSMUSG00000045092",
         "ENSMUSG00000045095",
         "ENSMUSG00000045103",
-        "ENSMUSG00000045107",
         "ENSMUSG00000045136",
         "ENSMUSG00000045160",
         "ENSMUSG00000045165",
@@ -3186,7 +3195,9 @@
         "ENSMUSG00000045394",
         "ENSMUSG00000045410",
         "ENSMUSG00000045411",
+        "ENSMUSG00000045438",
         "ENSMUSG00000045502",
+        "ENSMUSG00000045503",
         "ENSMUSG00000045545",
         "ENSMUSG00000045664",
         "ENSMUSG00000045730",
@@ -3197,24 +3208,21 @@
         "ENSMUSG00000045817",
         "ENSMUSG00000045826",
         "ENSMUSG00000045827",
+        "ENSMUSG00000045854",
         "ENSMUSG00000045867",
         "ENSMUSG00000045896",
         "ENSMUSG00000045930",
         "ENSMUSG00000045932",
-        "ENSMUSG00000045948",
         "ENSMUSG00000045954",
-        "ENSMUSG00000045969",
         "ENSMUSG00000045975",
-        "ENSMUSG00000046010",
         "ENSMUSG00000046020",
+        "ENSMUSG00000046032",
         "ENSMUSG00000046034",
         "ENSMUSG00000046056",
-        "ENSMUSG00000046058",
         "ENSMUSG00000046186",
         "ENSMUSG00000046201",
         "ENSMUSG00000046223",
         "ENSMUSG00000046311",
-        "ENSMUSG00000046329",
         "ENSMUSG00000046402",
         "ENSMUSG00000046404",
         "ENSMUSG00000046417",
@@ -3222,7 +3230,7 @@
         "ENSMUSG00000046519",
         "ENSMUSG00000046532",
         "ENSMUSG00000046546",
-        "ENSMUSG00000046618",
+        "ENSMUSG00000046675",
         "ENSMUSG00000046714",
         "ENSMUSG00000046727",
         "ENSMUSG00000046731",
@@ -3238,14 +3246,11 @@
         "ENSMUSG00000046879",
         "ENSMUSG00000046908",
         "ENSMUSG00000046949",
-        "ENSMUSG00000046982",
         "ENSMUSG00000046985",
-        "ENSMUSG00000047030",
         "ENSMUSG00000047036",
         "ENSMUSG00000047044",
         "ENSMUSG00000047084",
         "ENSMUSG00000047090",
-        "ENSMUSG00000047123",
         "ENSMUSG00000047139",
         "ENSMUSG00000047180",
         "ENSMUSG00000047181",
@@ -3258,22 +3263,19 @@
         "ENSMUSG00000047388",
         "ENSMUSG00000047407",
         "ENSMUSG00000047414",
-        "ENSMUSG00000047417",
         "ENSMUSG00000047420",
         "ENSMUSG00000047423",
         "ENSMUSG00000047446",
         "ENSMUSG00000047501",
+        "ENSMUSG00000047554",
         "ENSMUSG00000047557",
         "ENSMUSG00000047604",
         "ENSMUSG00000047617",
+        "ENSMUSG00000047635",
         "ENSMUSG00000047649",
         "ENSMUSG00000047710",
-        "ENSMUSG00000047719",
-        "ENSMUSG00000047721",
         "ENSMUSG00000047731",
         "ENSMUSG00000047747",
-        "ENSMUSG00000047767",
-        "ENSMUSG00000047777",
         "ENSMUSG00000047793",
         "ENSMUSG00000047821",
         "ENSMUSG00000047866",
@@ -3282,8 +3284,6 @@
         "ENSMUSG00000047880",
         "ENSMUSG00000047921",
         "ENSMUSG00000047945",
-        "ENSMUSG00000048000",
-        "ENSMUSG00000048039",
         "ENSMUSG00000048120",
         "ENSMUSG00000048163",
         "ENSMUSG00000048175",
@@ -3296,7 +3296,6 @@
         "ENSMUSG00000048368",
         "ENSMUSG00000048376",
         "ENSMUSG00000048387",
-        "ENSMUSG00000048388",
         "ENSMUSG00000048440",
         "ENSMUSG00000048450",
         "ENSMUSG00000048489",
@@ -3304,6 +3303,7 @@
         "ENSMUSG00000048621",
         "ENSMUSG00000048696",
         "ENSMUSG00000048706",
+        "ENSMUSG00000048756",
         "ENSMUSG00000048763",
         "ENSMUSG00000048772",
         "ENSMUSG00000048776",
@@ -3313,6 +3313,7 @@
         "ENSMUSG00000048920",
         "ENSMUSG00000048960",
         "ENSMUSG00000049044",
+        "ENSMUSG00000049090",
         "ENSMUSG00000049091",
         "ENSMUSG00000049103",
         "ENSMUSG00000049130",
@@ -3325,11 +3326,10 @@
         "ENSMUSG00000049482",
         "ENSMUSG00000049489",
         "ENSMUSG00000049502",
+        "ENSMUSG00000049516",
         "ENSMUSG00000049521",
-        "ENSMUSG00000049553",
         "ENSMUSG00000049624",
         "ENSMUSG00000049643",
-        "ENSMUSG00000049658",
         "ENSMUSG00000049680",
         "ENSMUSG00000049686",
         "ENSMUSG00000049744",
@@ -3341,6 +3341,7 @@
         "ENSMUSG00000049892",
         "ENSMUSG00000049932",
         "ENSMUSG00000049957",
+        "ENSMUSG00000049960",
         "ENSMUSG00000049969",
         "ENSMUSG00000049988",
         "ENSMUSG00000050002",
@@ -3358,6 +3359,9 @@
         "ENSMUSG00000050332",
         "ENSMUSG00000050335",
         "ENSMUSG00000050379",
+        "ENSMUSG00000050390",
+        "ENSMUSG00000050549",
+        "ENSMUSG00000050556",
         "ENSMUSG00000050567",
         "ENSMUSG00000050627",
         "ENSMUSG00000050666",
@@ -3376,18 +3380,17 @@
         "ENSMUSG00000051184",
         "ENSMUSG00000051212",
         "ENSMUSG00000051232",
-        "ENSMUSG00000051236",
         "ENSMUSG00000051256",
+        "ENSMUSG00000051306",
         "ENSMUSG00000051323",
         "ENSMUSG00000051335",
         "ENSMUSG00000051339",
         "ENSMUSG00000051343",
         "ENSMUSG00000051344",
-        "ENSMUSG00000051351",
+        "ENSMUSG00000051359",
         "ENSMUSG00000051379",
         "ENSMUSG00000051390",
         "ENSMUSG00000051397",
-        "ENSMUSG00000051413",
         "ENSMUSG00000051427",
         "ENSMUSG00000051439",
         "ENSMUSG00000051483",
@@ -3396,36 +3399,33 @@
         "ENSMUSG00000051735",
         "ENSMUSG00000051768",
         "ENSMUSG00000051811",
-        "ENSMUSG00000051853",
         "ENSMUSG00000051855",
         "ENSMUSG00000051864",
         "ENSMUSG00000051978",
         "ENSMUSG00000052031",
         "ENSMUSG00000052102",
-        "ENSMUSG00000052139",
         "ENSMUSG00000052151",
         "ENSMUSG00000052155",
         "ENSMUSG00000052160",
         "ENSMUSG00000052296",
         "ENSMUSG00000052305",
         "ENSMUSG00000052337",
-        "ENSMUSG00000052369",
         "ENSMUSG00000052384",
         "ENSMUSG00000052395",
         "ENSMUSG00000052397",
+        "ENSMUSG00000052477",
         "ENSMUSG00000052504",
-        "ENSMUSG00000052512",
         "ENSMUSG00000052533",
         "ENSMUSG00000052609",
         "ENSMUSG00000052632",
         "ENSMUSG00000052684",
         "ENSMUSG00000052688",
         "ENSMUSG00000052707",
+        "ENSMUSG00000052727",
         "ENSMUSG00000052776",
         "ENSMUSG00000052798",
         "ENSMUSG00000052889",
         "ENSMUSG00000052914",
-        "ENSMUSG00000052915",
         "ENSMUSG00000052926",
         "ENSMUSG00000052957",
         "ENSMUSG00000052962",
@@ -3443,6 +3443,7 @@
         "ENSMUSG00000053226",
         "ENSMUSG00000053279",
         "ENSMUSG00000053291",
+        "ENSMUSG00000053329",
         "ENSMUSG00000053347",
         "ENSMUSG00000053398",
         "ENSMUSG00000053411",
@@ -3451,12 +3452,12 @@
         "ENSMUSG00000053475",
         "ENSMUSG00000053483",
         "ENSMUSG00000053522",
+        "ENSMUSG00000053536",
         "ENSMUSG00000053553",
         "ENSMUSG00000053559",
         "ENSMUSG00000053580",
         "ENSMUSG00000053581",
         "ENSMUSG00000053641",
-        "ENSMUSG00000053716",
         "ENSMUSG00000053754",
         "ENSMUSG00000053797",
         "ENSMUSG00000053799",
@@ -3468,20 +3469,20 @@
         "ENSMUSG00000054072",
         "ENSMUSG00000054083",
         "ENSMUSG00000054146",
-        "ENSMUSG00000054199",
         "ENSMUSG00000054203",
-        "ENSMUSG00000054226",
+        "ENSMUSG00000054252",
         "ENSMUSG00000054263",
         "ENSMUSG00000054321",
         "ENSMUSG00000054342",
-        "ENSMUSG00000054381",
         "ENSMUSG00000054387",
         "ENSMUSG00000054404",
+        "ENSMUSG00000054428",
         "ENSMUSG00000054435",
         "ENSMUSG00000054474",
         "ENSMUSG00000054499",
         "ENSMUSG00000054520",
         "ENSMUSG00000054604",
+        "ENSMUSG00000054619",
         "ENSMUSG00000054675",
         "ENSMUSG00000054690",
         "ENSMUSG00000054717",
@@ -3505,7 +3506,6 @@
         "ENSMUSG00000055319",
         "ENSMUSG00000055322",
         "ENSMUSG00000055334",
-        "ENSMUSG00000055371",
         "ENSMUSG00000055401",
         "ENSMUSG00000055407",
         "ENSMUSG00000055653",
@@ -3516,6 +3516,7 @@
         "ENSMUSG00000055817",
         "ENSMUSG00000055862",
         "ENSMUSG00000055963",
+        "ENSMUSG00000055980",
         "ENSMUSG00000056054",
         "ENSMUSG00000056069",
         "ENSMUSG00000056071",
@@ -3560,6 +3561,7 @@
         "ENSMUSG00000057229",
         "ENSMUSG00000057230",
         "ENSMUSG00000057280",
+        "ENSMUSG00000057286",
         "ENSMUSG00000057315",
         "ENSMUSG00000057329",
         "ENSMUSG00000057342",
@@ -3571,7 +3573,6 @@
         "ENSMUSG00000057541",
         "ENSMUSG00000057554",
         "ENSMUSG00000057572",
-        "ENSMUSG00000057594",
         "ENSMUSG00000057596",
         "ENSMUSG00000057604",
         "ENSMUSG00000057614",
@@ -3579,7 +3580,6 @@
         "ENSMUSG00000057672",
         "ENSMUSG00000057691",
         "ENSMUSG00000057722",
-        "ENSMUSG00000057738",
         "ENSMUSG00000057788",
         "ENSMUSG00000057858",
         "ENSMUSG00000057894",
@@ -3595,9 +3595,9 @@
         "ENSMUSG00000058230",
         "ENSMUSG00000058239",
         "ENSMUSG00000058254",
+        "ENSMUSG00000058267",
         "ENSMUSG00000058291",
         "ENSMUSG00000058297",
-        "ENSMUSG00000058318",
         "ENSMUSG00000058354",
         "ENSMUSG00000058388",
         "ENSMUSG00000058392",
@@ -3617,6 +3617,7 @@
         "ENSMUSG00000058886",
         "ENSMUSG00000058997",
         "ENSMUSG00000059013",
+        "ENSMUSG00000059142",
         "ENSMUSG00000059149",
         "ENSMUSG00000059248",
         "ENSMUSG00000059326",
@@ -3625,42 +3626,37 @@
         "ENSMUSG00000059456",
         "ENSMUSG00000059482",
         "ENSMUSG00000059498",
-        "ENSMUSG00000059555",
         "ENSMUSG00000059668",
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