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popV version: 0.6.0

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README.md DELETED
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- ---
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- library_name: popV
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- license: cc-by-4.0
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- tags:
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- - biology
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- - genomics
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- - single-cell
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- - anndata_version:0.11.3
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- - python_version:3.11.12
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- - popV
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- - 'tissue: diverse'
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- ---
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-
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- Popular Vote (popV) model for automated cell type annotation of single-cell RNA-seq data. We provide here pretrained models
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- for plug-in use in your own analysis.
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- 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.
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-
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- # Model description
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-
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- 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.
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-
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- **Link to CELLxGENE**:
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- Link to the [data](https://cellxgene.cziscience.com/e/98e5ea9f-16d6-47ec-a529-686e76515e39.cxg/) in the CELLxGENE browser for interactive exploration of the data and download of the source data.
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-
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- **Training Code URL**:
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- Not provided by uploader.
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-
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- # Metrics
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-
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- We provide here accuracies for each of the experts and the ensemble model. The validation set accuracies are
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- computed on a 10% random subset of the data that was not used for training.
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-
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- | Cell Type | N cells | celltypist | knn bbknn | knn harmony | knn on scvi | onclass | scanvi | svm | xgboost | Consensus Prediction |
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- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- |
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- | microglial cell | 1361 | 0.99 | 0.99 | 0.96 | 0.99 | 0.00 | 0.96 | 0.99 | 0.99 | 0.99 |
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- | B cell | 551 | 0.61 | 0.71 | 0.71 | 0.66 | 0.00 | 0.67 | 0.60 | 0.67 | 0.74 |
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- | endothelial cell | 488 | 0.77 | 0.84 | 0.79 | 0.70 | 0.00 | 0.68 | 0.86 | 0.85 | 0.90 |
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- | mesenchymal stem cell of adipose tissue | 449 | 0.88 | 0.89 | 0.75 | 0.64 | 0.00 | 0.78 | 0.93 | 0.89 | 0.92 |
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- | basal cell of epidermis | 390 | 0.86 | 0.90 | 0.83 | 0.84 | 0.00 | 0.86 | 0.91 | 0.88 | 0.92 |
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- | fibroblast of cardiac tissue | 343 | 0.93 | 0.93 | 0.75 | 0.64 | 0.00 | 0.68 | 0.96 | 0.92 | 0.95 |
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- | hematopoietic stem cell | 335 | 0.95 | 0.95 | 0.94 | 0.94 | 0.00 | 0.91 | 0.97 | 0.96 | 0.96 |
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- | granulocyte | 290 | 0.92 | 0.92 | 0.87 | 0.88 | 0.00 | 0.79 | 0.92 | 0.91 | 0.94 |
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- | naive B cell | 332 | 0.43 | 0.08 | 0.50 | 0.31 | 0.00 | 0.39 | 0.52 | 0.58 | 0.36 |
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- | skeletal muscle satellite cell | 258 | 0.97 | 0.98 | 0.94 | 0.87 | 0.00 | 0.88 | 0.97 | 0.96 | 0.97 |
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- | endothelial cell of coronary artery | 268 | 0.74 | 0.76 | 0.60 | 0.54 | 0.00 | 0.54 | 0.90 | 0.83 | 0.88 |
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- | keratinocyte stem cell | 257 | 0.94 | 0.93 | 0.94 | 0.81 | 0.00 | 0.91 | 0.95 | 0.94 | 0.96 |
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- | myeloid cell | 248 | 0.59 | 0.68 | 0.45 | 0.47 | 0.00 | 0.47 | 0.73 | 0.70 | 0.74 |
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- | enterocyte of epithelium of large intestine | 263 | 0.92 | 0.92 | 0.87 | 0.92 | 0.00 | 0.91 | 0.93 | 0.92 | 0.95 |
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- | macrophage | 236 | 0.38 | 0.52 | 0.43 | 0.45 | 0.00 | 0.43 | 0.53 | 0.55 | 0.60 |
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- | basal cell | 189 | 1.00 | 0.99 | 0.98 | 0.85 | 0.00 | 0.91 | 1.00 | 0.98 | 1.00 |
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- | bronchial smooth muscle cell | 210 | 0.94 | 0.94 | 0.85 | 0.64 | 0.00 | 0.06 | 0.95 | 0.94 | 0.96 |
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- | oligodendrocyte | 209 | 1.00 | 1.00 | 0.98 | 0.99 | 0.00 | 1.00 | 1.00 | 0.98 | 1.00 |
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- | DN4 thymocyte | 159 | 0.57 | 0.59 | 0.46 | 0.51 | 0.00 | 0.31 | 0.72 | 0.74 | 0.70 |
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- | epithelial cell of large intestine | 178 | 0.84 | 0.86 | 0.76 | 0.74 | 0.00 | 0.84 | 0.91 | 0.90 | 0.89 |
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- | thymocyte | 153 | 0.87 | 0.90 | 0.74 | 0.87 | 0.00 | 0.85 | 0.90 | 0.94 | 0.92 |
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- | large intestine goblet cell | 165 | 0.79 | 0.86 | 0.82 | 0.79 | 0.00 | 0.79 | 0.91 | 0.86 | 0.92 |
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- | intestinal crypt stem cell | 159 | 0.87 | 0.88 | 0.79 | 0.81 | 0.00 | 0.86 | 0.93 | 0.87 | 0.92 |
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- | mesenchymal stem cell | 169 | 0.69 | 0.78 | 0.59 | 0.47 | 0.00 | 0.65 | 0.84 | 0.83 | 0.85 |
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- | bladder urothelial cell | 121 | 0.97 | 0.95 | 0.91 | 0.88 | 0.00 | 0.95 | 0.99 | 0.99 | 0.98 |
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- | type B pancreatic cell | 129 | 0.98 | 0.98 | 0.93 | 0.96 | 0.00 | 0.98 | 0.98 | 0.96 | 0.98 |
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- | fibroblast | 131 | 0.56 | 0.62 | 0.32 | 0.28 | 0.00 | 0.53 | 0.85 | 0.72 | 0.79 |
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- | T cell | 122 | 0.40 | 0.41 | 0.41 | 0.42 | 0.00 | 0.39 | 0.53 | 0.51 | 0.49 |
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- | monocyte | 113 | 0.64 | 0.73 | 0.56 | 0.56 | 0.00 | 0.52 | 0.81 | 0.79 | 0.79 |
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- | keratinocyte | 121 | 0.79 | 0.90 | 0.70 | 0.71 | 0.00 | 0.79 | 0.92 | 0.86 | 0.89 |
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- | CD4-positive, alpha-beta T cell | 142 | 0.61 | 0.62 | 0.51 | 0.42 | 0.00 | 0.55 | 0.51 | 0.60 | 0.68 |
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- | hepatocyte | 96 | 0.93 | 0.94 | 0.95 | 0.91 | 0.00 | 0.94 | 0.96 | 0.94 | 0.96 |
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- | CD8-positive, alpha-beta T cell | 110 | 0.49 | 0.54 | 0.42 | 0.40 | 0.00 | 0.41 | 0.47 | 0.58 | 0.54 |
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- | promonocyte | 101 | 0.60 | 0.68 | 0.59 | 0.55 | 0.00 | 0.56 | 0.73 | 0.74 | 0.78 |
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- | bladder cell | 86 | 0.99 | 0.99 | 0.91 | 0.64 | 0.00 | 0.77 | 1.00 | 0.97 | 0.99 |
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- | natural killer cell | 89 | 0.72 | 0.72 | 0.63 | 0.72 | 0.00 | 0.70 | 0.68 | 0.76 | 0.78 |
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- | precursor B cell | 90 | 0.84 | 0.89 | 0.79 | 0.75 | 0.00 | 0.87 | 0.91 | 0.90 | 0.92 |
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- | luminal epithelial cell of mammary gland | 76 | 0.93 | 0.94 | 0.94 | 0.91 | 0.00 | 0.91 | 0.97 | 0.95 | 0.96 |
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- | endothelial cell of hepatic sinusoid | 58 | 0.93 | 0.97 | 0.94 | 0.85 | 0.00 | 0.84 | 0.96 | 0.93 | 0.97 |
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- | astrocyte | 57 | 0.95 | 0.96 | 0.91 | 0.94 | 0.00 | 0.96 | 0.96 | 0.94 | 0.97 |
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- | immature B cell | 53 | 0.59 | 0.51 | 0.43 | 0.35 | 0.00 | 0.48 | 0.58 | 0.57 | 0.72 |
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- | pancreatic acinar cell | 57 | 0.97 | 0.98 | 0.94 | 0.95 | 0.00 | 0.93 | 0.98 | 0.97 | 0.99 |
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- | secretory cell | 62 | 0.67 | 0.63 | 0.46 | 0.43 | 0.00 | 0.68 | 0.88 | 0.80 | 0.89 |
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- | pancreatic A cell | 65 | 0.91 | 0.93 | 0.89 | 0.90 | 0.00 | 0.94 | 0.95 | 0.94 | 0.95 |
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- | epidermal cell | 63 | 0.81 | 0.78 | 0.55 | 0.78 | 0.00 | 0.77 | 0.83 | 0.82 | 0.88 |
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- | neuron | 43 | 0.64 | 0.68 | 0.64 | 0.79 | 0.00 | 0.79 | 0.93 | 0.84 | 0.92 |
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- | brain pericyte | 42 | 0.78 | 0.88 | 0.77 | 0.68 | 0.00 | 0.81 | 0.99 | 0.90 | 0.89 |
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- | fibroblast of lung | 52 | 0.92 | 0.93 | 0.89 | 0.86 | 0.00 | 0.90 | 0.95 | 0.98 | 0.91 |
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- | granulocytopoietic cell | 36 | 0.85 | 0.82 | 0.79 | 0.80 | 0.00 | 0.75 | 0.90 | 0.83 | 0.87 |
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- | kidney collecting duct epithelial cell | 33 | 0.70 | 0.86 | 0.84 | 0.79 | 0.00 | 0.97 | 0.99 | 0.97 | 0.99 |
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- | aortic endothelial cell | 11 | 0.00 | 0.00 | 0.10 | 0.12 | 0.00 | 0.00 | 0.11 | 0.10 | 0.08 |
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- | epithelial cell | 39 | 0.38 | 0.14 | 0.42 | 0.37 | 0.00 | 0.39 | 0.54 | 0.59 | 0.60 |
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- | late pro-B cell | 41 | 0.83 | 0.94 | 0.90 | 0.76 | 0.00 | 0.86 | 0.99 | 0.91 | 0.97 |
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- | basal epithelial cell of tracheobronchial tree | 36 | 0.64 | 0.50 | 0.48 | 0.45 | 0.00 | 0.66 | 0.89 | 0.70 | 0.75 |
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- | regular atrial cardiac myocyte | 34 | 0.45 | 0.62 | 0.70 | 0.68 | 0.00 | 0.63 | 0.64 | 0.78 | 0.82 |
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- | epithelial cell of proximal tubule | 38 | 0.70 | 0.83 | 0.75 | 0.75 | 0.00 | 0.87 | 0.99 | 0.95 | 0.95 |
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- | endocardial cell | 39 | 0.95 | 0.91 | 0.90 | 0.78 | 0.00 | 0.88 | 0.99 | 0.92 | 0.96 |
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- | myeloid dendritic cell | 42 | 0.46 | 0.62 | 0.19 | 0.46 | 0.00 | 0.33 | 0.77 | 0.74 | 0.75 |
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- | stromal cell | 29 | 0.58 | 0.41 | 0.13 | 0.30 | 0.00 | 0.30 | 0.71 | 0.59 | 0.73 |
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- | mature alpha-beta T cell | 35 | 0.26 | 0.15 | 0.21 | 0.12 | 0.00 | 0.25 | 0.38 | 0.50 | 0.26 |
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- | cardiac valve cell | 28 | 0.85 | 0.88 | 0.83 | 0.72 | 0.00 | 0.86 | 0.90 | 0.92 | 0.89 |
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- | pancreatic ductal cell | 39 | 1.00 | 0.99 | 0.95 | 0.96 | 0.00 | 0.99 | 1.00 | 1.00 | 1.00 |
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- | oligodendrocyte precursor cell | 35 | 0.96 | 1.00 | 0.96 | 0.97 | 0.00 | 0.99 | 0.99 | 0.99 | 0.99 |
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- | adventitial cell | 34 | 0.00 | 0.48 | 0.36 | 0.08 | 0.00 | 0.43 | 0.73 | 0.60 | 0.60 |
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- | chondrocyte | 31 | 0.80 | 0.76 | 0.85 | 0.79 | 0.00 | 0.80 | 0.95 | 0.85 | 0.90 |
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- | Kupffer cell | 29 | 0.98 | 0.96 | 0.87 | 0.88 | 0.00 | 0.88 | 0.93 | 0.86 | 0.98 |
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- | granulocyte monocyte progenitor cell | 21 | 0.73 | 0.74 | 0.74 | 0.78 | 0.00 | 0.66 | 0.89 | 0.78 | 0.86 |
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- | interneuron | 24 | 0.67 | 0.65 | 0.40 | 0.75 | 0.00 | 0.79 | 0.98 | 0.92 | 0.96 |
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- | myeloid leukocyte | 19 | 0.19 | 0.10 | 0.19 | 0.21 | 0.00 | 0.18 | 0.29 | 0.52 | 0.35 |
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- | classical monocyte | 16 | 0.00 | 0.39 | 0.26 | 0.19 | 0.00 | 0.11 | 0.70 | 0.71 | 0.59 |
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- | mature NK T cell | 24 | 0.29 | 0.27 | 0.22 | 0.21 | 0.00 | 0.37 | 0.49 | 0.65 | 0.53 |
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- | pancreatic D cell | 19 | 0.94 | 1.00 | 0.84 | 0.92 | 0.00 | 0.95 | 0.97 | 0.92 | 0.97 |
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- | brush cell of epithelium proper of large intestine | 20 | 0.80 | 0.70 | 0.32 | 0.79 | 0.00 | 0.90 | 0.90 | 0.86 | 0.88 |
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- | epithelial cell of thymus | 20 | 0.44 | 0.00 | 0.24 | 0.50 | 0.00 | 0.41 | 0.49 | 0.42 | 0.48 |
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- | enteroendocrine cell | 10 | 0.90 | 0.69 | 0.55 | 0.67 | 0.00 | 0.74 | 1.00 | 0.95 | 0.95 |
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- | leukocyte | 16 | 0.00 | 0.48 | 0.20 | 0.34 | 0.00 | 0.42 | 0.54 | 0.86 | 0.74 |
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- | neutrophil | 15 | 0.00 | 0.00 | 0.11 | 0.00 | 0.00 | 0.14 | 0.36 | 0.56 | 0.29 |
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- | kidney collecting duct principal cell | 13 | 0.00 | 0.83 | 0.80 | 0.53 | 0.00 | 0.79 | 0.83 | 0.85 | 0.92 |
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- | vein endothelial cell | 15 | 0.50 | 0.42 | 0.11 | 0.44 | 0.00 | 0.81 | 0.93 | 0.74 | 0.80 |
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- | neuroepithelial stem cell | 22 | 0.43 | 0.09 | 0.43 | 0.65 | 0.00 | 0.64 | 0.85 | 0.76 | 0.82 |
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- | non-classical monocyte | 16 | 0.18 | 0.58 | 0.43 | 0.32 | 0.00 | 0.28 | 0.76 | 0.47 | 0.63 |
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- | regular ventricular cardiac myocyte | 14 | 0.75 | 0.00 | 0.86 | 0.75 | 0.00 | 0.81 | 1.00 | 0.97 | 0.96 |
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- | kidney loop of Henle ascending limb epithelial cell | 14 | 0.70 | 0.90 | 0.90 | 0.52 | 0.00 | 0.65 | 0.96 | 0.86 | 0.93 |
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- | smooth muscle cell of trachea | 13 | 0.00 | 0.00 | 0.36 | 0.35 | 0.00 | 0.31 | 0.61 | 0.33 | 0.48 |
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- | professional antigen presenting cell | 2 | 0.00 | 0.18 | 0.00 | 0.29 | 0.00 | 0.29 | 0.00 | 0.21 | 0.33 |
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- | smooth muscle cell of the pulmonary artery | 6 | 0.00 | 0.67 | 0.25 | 0.00 | 0.00 | 0.43 | 0.71 | 0.63 | 0.83 |
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- | proerythroblast | 12 | 0.00 | 0.27 | 0.21 | 0.44 | 0.00 | 0.08 | 0.50 | 0.40 | 0.33 |
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- | medium spiny neuron | 8 | 1.00 | 0.93 | 0.44 | 0.50 | 0.00 | 1.00 | 1.00 | 0.94 | 1.00 |
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- | smooth muscle cell | 13 | 0.00 | 0.82 | 0.25 | 0.13 | 0.00 | 0.83 | 0.93 | 0.92 | 0.92 |
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- | endothelial cell of lymphatic vessel | 8 | 0.44 | 0.50 | 0.93 | 0.53 | 0.00 | 0.62 | 0.94 | 0.76 | 0.89 |
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- | neural stem cell | 12 | 0.85 | 0.91 | 0.76 | 0.96 | 0.00 | 0.80 | 0.87 | 0.80 | 0.87 |
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- | mesangial cell | 8 | 0.00 | 0.40 | 0.00 | 0.33 | 0.00 | 0.14 | 0.67 | 0.77 | 0.55 |
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- | megakaryocyte-erythroid progenitor cell | 9 | 0.24 | 0.60 | 0.60 | 0.80 | 0.00 | 0.52 | 0.67 | 0.44 | 0.61 |
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- | mucus secreting cell | 8 | 0.52 | 0.42 | 0.71 | 0.62 | 0.00 | 0.76 | 0.94 | 0.94 | 0.80 |
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- | early pro-B cell | 7 | 0.59 | 0.73 | 0.44 | 0.43 | 0.00 | 0.78 | 0.77 | 0.80 | 0.86 |
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- | pancreatic PP cell | 6 | 0.00 | 0.44 | 0.00 | 0.50 | 0.00 | 0.77 | 0.77 | 0.77 | 0.60 |
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- | basophil | 10 | 0.48 | 0.57 | 0.78 | 0.78 | 0.00 | 0.54 | 0.87 | 0.75 | 0.87 |
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- | ciliated columnar cell of tracheobronchial tree | 9 | 0.71 | 0.89 | 0.94 | 0.74 | 0.00 | 0.72 | 0.84 | 0.75 | 1.00 |
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- | dendritic cell | 8 | 0.33 | 0.33 | 0.18 | 0.40 | 0.00 | 0.52 | 0.67 | 0.56 | 0.55 |
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- | ependymal cell | 7 | 0.44 | 0.67 | 0.44 | 0.67 | 0.00 | 0.71 | 1.00 | 0.83 | 0.92 |
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- | Bergmann glial cell | 2 | 0.67 | 0.67 | 1.00 | 0.57 | 0.00 | 1.00 | 0.80 | 1.00 | 1.00 |
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- | pulmonary interstitial fibroblast | 4 | 0.75 | 0.75 | 0.60 | 0.33 | 0.00 | 0.50 | 0.86 | 0.67 | 0.75 |
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- | pancreatic stellate cell | 3 | 0.86 | 1.00 | 0.86 | 0.80 | 0.00 | 0.40 | 0.67 | 0.67 | 0.86 |
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- | regulatory T cell | 4 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 |
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- | pericyte | 3 | 0.75 | 0.57 | 0.67 | 0.40 | 0.00 | 0.67 | 0.67 | 0.75 | 0.67 |
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- | fibrocyte | 0 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 |
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- | respiratory basal cell | 5 | 0.00 | 0.00 | 0.00 | 0.57 | 0.00 | 0.73 | 0.89 | 1.00 | 0.33 |
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- | plasma cell | 1 | 0.10 | 0.00 | 0.00 | 0.00 | 0.00 | 0.12 | 0.25 | 0.18 | 0.20 |
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- | club cell | 2 | 0.00 | 0.00 | 0.08 | 0.67 | 0.00 | 0.25 | 0.40 | 0.40 | 0.67 |
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- | kidney interstitial fibroblast | 1 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.40 | 0.00 | 1.00 | 0.00 |
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- | lymphoid lineage restricted progenitor cell | 2 | 0.67 | 0.00 | 0.67 | 0.00 | 0.00 | 0.50 | 1.00 | 1.00 | 0.67 |
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- | intermediate monocyte | 0 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 |
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- | lymphocyte | 1 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.67 | 1.00 | 1.00 | 0.00 |
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- | lung macrophage | 1 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 |
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- | plasmacytoid dendritic cell | 0 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 |
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- | lung neuroendocrine cell | 0 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 |
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-
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- The train accuracies are computed on the training data.
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-
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- | Cell Type | N cells | celltypist | knn bbknn | knn harmony | knn on scvi | onclass | scanvi | svm | xgboost | Consensus Prediction |
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- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- |
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- | microglial cell | 11907 | 0.99 | 0.99 | 0.95 | 0.99 | 0.00 | 0.96 | 0.99 | 0.99 | 0.99 |
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- | B cell | 5066 | 0.62 | 0.71 | 0.82 | 0.78 | 0.00 | 0.89 | 0.67 | 0.73 | 0.85 |
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- | endothelial cell | 4438 | 0.77 | 0.78 | 0.85 | 0.78 | 0.00 | 0.88 | 0.88 | 0.85 | 0.93 |
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- | mesenchymal stem cell of adipose tissue | 4276 | 0.86 | 0.87 | 0.82 | 0.75 | 0.00 | 0.94 | 0.93 | 0.90 | 0.95 |
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- | basal cell of epidermis | 3817 | 0.87 | 0.90 | 0.92 | 0.87 | 0.00 | 0.88 | 0.92 | 0.91 | 0.93 |
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- | fibroblast of cardiac tissue | 3573 | 0.92 | 0.91 | 0.82 | 0.76 | 0.00 | 0.93 | 0.95 | 0.93 | 0.96 |
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- | hematopoietic stem cell | 2971 | 0.93 | 0.94 | 0.95 | 0.96 | 0.00 | 0.95 | 0.97 | 0.96 | 0.97 |
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- | granulocyte | 2676 | 0.92 | 0.91 | 0.90 | 0.92 | 0.00 | 0.92 | 0.95 | 0.95 | 0.96 |
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- | naive B cell | 2627 | 0.43 | 0.02 | 0.75 | 0.60 | 0.00 | 0.88 | 0.60 | 0.66 | 0.72 |
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- | skeletal muscle satellite cell | 2459 | 0.98 | 0.97 | 0.91 | 0.90 | 0.00 | 0.95 | 0.98 | 0.97 | 0.98 |
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- | endothelial cell of coronary artery | 2426 | 0.74 | 0.74 | 0.81 | 0.70 | 0.00 | 0.89 | 0.91 | 0.88 | 0.95 |
167
- | keratinocyte stem cell | 2382 | 0.95 | 0.94 | 0.96 | 0.87 | 0.00 | 0.95 | 0.96 | 0.95 | 0.97 |
168
- | myeloid cell | 2302 | 0.59 | 0.65 | 0.70 | 0.67 | 0.00 | 0.80 | 0.79 | 0.78 | 0.85 |
169
- | enterocyte of epithelium of large intestine | 2279 | 0.93 | 0.94 | 0.95 | 0.94 | 0.00 | 0.93 | 0.96 | 0.94 | 0.96 |
170
- | macrophage | 2205 | 0.39 | 0.48 | 0.72 | 0.63 | 0.00 | 0.68 | 0.61 | 0.66 | 0.73 |
171
- | basal cell | 1950 | 0.99 | 0.98 | 0.98 | 0.87 | 0.00 | 0.97 | 0.99 | 0.99 | 0.99 |
172
- | bronchial smooth muscle cell | 1907 | 0.94 | 0.94 | 0.81 | 0.75 | 0.00 | 0.94 | 0.97 | 0.96 | 0.97 |
173
- | oligodendrocyte | 1885 | 0.99 | 0.99 | 0.98 | 0.99 | 0.00 | 0.99 | 1.00 | 0.99 | 0.99 |
174
- | DN4 thymocyte | 1596 | 0.60 | 0.55 | 0.68 | 0.69 | 0.00 | 0.93 | 0.85 | 0.85 | 0.88 |
175
- | epithelial cell of large intestine | 1526 | 0.87 | 0.88 | 0.88 | 0.85 | 0.00 | 0.89 | 0.96 | 0.93 | 0.94 |
176
- | thymocyte | 1465 | 0.88 | 0.91 | 0.80 | 0.90 | 0.00 | 0.94 | 0.95 | 0.95 | 0.96 |
177
- | large intestine goblet cell | 1422 | 0.78 | 0.82 | 0.90 | 0.87 | 0.00 | 0.91 | 0.95 | 0.93 | 0.96 |
178
- | intestinal crypt stem cell | 1420 | 0.90 | 0.91 | 0.92 | 0.89 | 0.00 | 0.90 | 0.95 | 0.92 | 0.95 |
179
- | mesenchymal stem cell | 1255 | 0.63 | 0.68 | 0.65 | 0.54 | 0.00 | 0.91 | 0.88 | 0.83 | 0.91 |
180
- | bladder urothelial cell | 1281 | 0.96 | 0.94 | 0.94 | 0.92 | 0.00 | 0.98 | 0.99 | 0.99 | 0.99 |
181
- | type B pancreatic cell | 1213 | 0.96 | 0.96 | 0.90 | 0.96 | 0.00 | 0.96 | 0.98 | 0.97 | 0.97 |
182
- | fibroblast | 1198 | 0.55 | 0.55 | 0.60 | 0.52 | 0.00 | 0.87 | 0.91 | 0.84 | 0.92 |
183
- | T cell | 1201 | 0.48 | 0.52 | 0.61 | 0.58 | 0.00 | 0.68 | 0.75 | 0.78 | 0.74 |
184
- | monocyte | 1167 | 0.66 | 0.71 | 0.84 | 0.71 | 0.00 | 0.76 | 0.87 | 0.86 | 0.91 |
185
- | keratinocyte | 1090 | 0.80 | 0.89 | 0.91 | 0.81 | 0.00 | 0.85 | 0.93 | 0.90 | 0.92 |
186
- | CD4-positive, alpha-beta T cell | 1028 | 0.56 | 0.54 | 0.67 | 0.59 | 0.00 | 0.71 | 0.70 | 0.79 | 0.78 |
187
- | hepatocyte | 1050 | 0.96 | 0.95 | 0.95 | 0.94 | 0.00 | 0.95 | 0.99 | 0.97 | 0.98 |
188
- | CD8-positive, alpha-beta T cell | 960 | 0.51 | 0.50 | 0.62 | 0.62 | 0.00 | 0.70 | 0.75 | 0.78 | 0.75 |
189
- | promonocyte | 914 | 0.58 | 0.58 | 0.92 | 0.65 | 0.00 | 0.85 | 0.87 | 0.86 | 0.92 |
190
- | bladder cell | 919 | 0.98 | 0.98 | 0.91 | 0.76 | 0.00 | 0.96 | 0.99 | 0.97 | 0.99 |
191
- | natural killer cell | 786 | 0.72 | 0.75 | 0.76 | 0.77 | 0.00 | 0.81 | 0.88 | 0.88 | 0.87 |
192
- | precursor B cell | 766 | 0.83 | 0.83 | 0.88 | 0.83 | 0.00 | 0.91 | 0.97 | 0.95 | 0.95 |
193
- | luminal epithelial cell of mammary gland | 692 | 0.96 | 0.96 | 0.99 | 0.93 | 0.00 | 0.97 | 1.00 | 0.99 | 0.99 |
194
- | endothelial cell of hepatic sinusoid | 559 | 0.95 | 0.83 | 0.90 | 0.85 | 0.00 | 0.90 | 0.99 | 0.98 | 0.99 |
195
- | astrocyte | 535 | 0.94 | 0.94 | 0.94 | 0.95 | 0.00 | 0.98 | 0.99 | 0.99 | 0.99 |
196
- | immature B cell | 536 | 0.67 | 0.51 | 0.62 | 0.56 | 0.00 | 0.70 | 0.76 | 0.82 | 0.87 |
197
- | pancreatic acinar cell | 519 | 0.92 | 0.94 | 0.94 | 0.94 | 0.00 | 0.95 | 0.99 | 0.98 | 0.98 |
198
- | secretory cell | 501 | 0.63 | 0.30 | 0.77 | 0.70 | 0.00 | 0.85 | 0.92 | 0.90 | 0.95 |
199
- | pancreatic A cell | 456 | 0.84 | 0.86 | 0.87 | 0.85 | 0.00 | 0.92 | 0.97 | 0.96 | 0.92 |
200
- | epidermal cell | 429 | 0.68 | 0.65 | 0.77 | 0.77 | 0.00 | 0.72 | 0.81 | 0.80 | 0.81 |
201
- | neuron | 441 | 0.68 | 0.67 | 0.72 | 0.82 | 0.00 | 0.85 | 0.98 | 0.95 | 0.96 |
202
- | brain pericyte | 442 | 0.79 | 0.79 | 0.82 | 0.82 | 0.00 | 0.92 | 0.99 | 0.97 | 0.94 |
203
- | fibroblast of lung | 431 | 0.96 | 0.95 | 0.86 | 0.89 | 0.00 | 0.97 | 0.99 | 0.98 | 0.98 |
204
- | granulocytopoietic cell | 447 | 0.88 | 0.87 | 0.92 | 0.85 | 0.00 | 0.80 | 0.94 | 0.94 | 0.95 |
205
- | kidney collecting duct epithelial cell | 405 | 0.71 | 0.82 | 0.88 | 0.81 | 0.00 | 0.97 | 1.00 | 1.00 | 0.98 |
206
- | aortic endothelial cell | 417 | 0.20 | 0.02 | 0.40 | 0.43 | 0.00 | 0.81 | 0.54 | 0.52 | 0.83 |
207
- | epithelial cell | 386 | 0.39 | 0.04 | 0.74 | 0.59 | 0.00 | 0.71 | 0.68 | 0.76 | 0.83 |
208
- | late pro-B cell | 370 | 0.85 | 0.91 | 0.94 | 0.85 | 0.00 | 0.92 | 0.99 | 0.98 | 0.98 |
209
- | basal epithelial cell of tracheobronchial tree | 365 | 0.71 | 0.53 | 0.78 | 0.60 | 0.00 | 0.89 | 0.94 | 0.88 | 0.85 |
210
- | regular atrial cardiac myocyte | 366 | 0.51 | 0.57 | 0.77 | 0.72 | 0.00 | 0.78 | 0.86 | 0.88 | 0.90 |
211
- | epithelial cell of proximal tubule | 348 | 0.64 | 0.77 | 0.86 | 0.80 | 0.00 | 0.95 | 0.99 | 0.99 | 0.97 |
212
- | endocardial cell | 336 | 0.97 | 0.92 | 0.96 | 0.86 | 0.00 | 0.91 | 0.97 | 0.96 | 0.97 |
213
- | myeloid dendritic cell | 331 | 0.47 | 0.51 | 0.84 | 0.62 | 0.00 | 0.96 | 0.90 | 0.83 | 0.88 |
214
- | stromal cell | 311 | 0.47 | 0.25 | 0.60 | 0.51 | 0.00 | 0.84 | 0.78 | 0.71 | 0.86 |
215
- | mature alpha-beta T cell | 295 | 0.35 | 0.22 | 0.61 | 0.38 | 0.00 | 0.73 | 0.76 | 0.84 | 0.81 |
216
- | cardiac valve cell | 287 | 0.89 | 0.91 | 0.81 | 0.81 | 0.00 | 0.95 | 0.97 | 0.97 | 0.95 |
217
- | pancreatic ductal cell | 274 | 0.98 | 0.95 | 0.98 | 0.96 | 0.00 | 0.99 | 1.00 | 1.00 | 1.00 |
218
- | oligodendrocyte precursor cell | 277 | 0.93 | 0.99 | 0.95 | 0.97 | 0.00 | 0.99 | 1.00 | 1.00 | 1.00 |
219
- | adventitial cell | 255 | 0.00 | 0.49 | 0.69 | 0.31 | 0.00 | 0.93 | 0.88 | 0.76 | 0.94 |
220
- | chondrocyte | 244 | 0.85 | 0.79 | 0.92 | 0.82 | 0.00 | 0.87 | 0.97 | 0.97 | 0.96 |
221
- | Kupffer cell | 233 | 0.93 | 0.68 | 0.90 | 0.78 | 0.00 | 0.77 | 0.99 | 0.95 | 0.97 |
222
- | granulocyte monocyte progenitor cell | 229 | 0.73 | 0.77 | 0.86 | 0.83 | 0.00 | 0.74 | 0.91 | 0.88 | 0.89 |
223
- | interneuron | 216 | 0.64 | 0.65 | 0.83 | 0.77 | 0.00 | 0.88 | 0.98 | 0.95 | 0.93 |
224
- | myeloid leukocyte | 190 | 0.08 | 0.05 | 0.83 | 0.45 | 0.00 | 0.83 | 0.86 | 0.89 | 0.97 |
225
- | classical monocyte | 186 | 0.00 | 0.30 | 0.64 | 0.50 | 0.00 | 0.96 | 0.84 | 0.80 | 0.92 |
226
- | mature NK T cell | 175 | 0.37 | 0.14 | 0.63 | 0.37 | 0.00 | 0.63 | 0.90 | 0.90 | 0.91 |
227
- | pancreatic D cell | 172 | 0.89 | 0.89 | 0.89 | 0.85 | 0.00 | 0.91 | 0.97 | 0.95 | 0.97 |
228
- | brush cell of epithelium proper of large intestine | 155 | 0.80 | 0.78 | 0.80 | 0.87 | 0.00 | 0.96 | 0.99 | 0.97 | 0.95 |
229
- | epithelial cell of thymus | 145 | 0.35 | 0.02 | 0.58 | 0.52 | 0.00 | 0.76 | 0.91 | 0.71 | 0.95 |
230
- | enteroendocrine cell | 151 | 0.89 | 0.62 | 0.74 | 0.71 | 0.00 | 0.92 | 0.99 | 0.97 | 0.97 |
231
- | leukocyte | 142 | 0.00 | 0.26 | 0.73 | 0.54 | 0.00 | 0.76 | 0.57 | 0.86 | 0.93 |
232
- | neutrophil | 138 | 0.00 | 0.05 | 0.18 | 0.15 | 0.00 | 0.87 | 0.72 | 0.72 | 0.80 |
233
- | kidney collecting duct principal cell | 139 | 0.00 | 0.79 | 0.88 | 0.71 | 0.00 | 0.90 | 0.99 | 0.96 | 0.99 |
234
- | vein endothelial cell | 137 | 0.51 | 0.54 | 0.75 | 0.51 | 0.00 | 0.72 | 0.94 | 0.88 | 0.90 |
235
- | neuroepithelial stem cell | 129 | 0.30 | 0.03 | 0.85 | 0.69 | 0.00 | 0.71 | 0.90 | 0.84 | 0.92 |
236
- | non-classical monocyte | 133 | 0.23 | 0.35 | 0.58 | 0.39 | 0.00 | 0.88 | 0.86 | 0.77 | 0.86 |
237
- | regular ventricular cardiac myocyte | 131 | 0.69 | 0.00 | 0.85 | 0.82 | 0.00 | 0.85 | 0.97 | 0.99 | 0.99 |
238
- | kidney loop of Henle ascending limb epithelial cell | 127 | 0.66 | 0.85 | 0.92 | 0.71 | 0.00 | 0.95 | 1.00 | 0.99 | 0.99 |
239
- | smooth muscle cell of trachea | 112 | 0.24 | 0.08 | 0.55 | 0.45 | 0.00 | 0.74 | 0.86 | 0.79 | 0.85 |
240
- | professional antigen presenting cell | 112 | 0.15 | 0.12 | 0.51 | 0.62 | 0.00 | 0.82 | 0.86 | 0.77 | 0.92 |
241
- | smooth muscle cell of the pulmonary artery | 105 | 0.00 | 0.58 | 0.78 | 0.47 | 0.00 | 0.61 | 0.92 | 0.90 | 0.92 |
242
- | proerythroblast | 95 | 0.00 | 0.06 | 0.61 | 0.41 | 0.00 | 0.48 | 0.90 | 0.90 | 0.89 |
243
- | medium spiny neuron | 95 | 0.98 | 0.89 | 0.82 | 0.88 | 0.00 | 0.95 | 1.00 | 0.99 | 1.00 |
244
- | smooth muscle cell | 90 | 0.00 | 0.34 | 0.63 | 0.58 | 0.00 | 0.81 | 0.96 | 0.93 | 0.94 |
245
- | endothelial cell of lymphatic vessel | 91 | 0.45 | 0.29 | 0.92 | 0.63 | 0.00 | 0.69 | 0.85 | 0.68 | 0.82 |
246
- | neural stem cell | 85 | 0.78 | 0.71 | 0.84 | 0.86 | 0.00 | 0.92 | 0.99 | 0.97 | 0.98 |
247
- | mesangial cell | 83 | 0.00 | 0.11 | 0.63 | 0.38 | 0.00 | 0.59 | 0.83 | 0.79 | 0.91 |
248
- | megakaryocyte-erythroid progenitor cell | 71 | 0.39 | 0.17 | 0.83 | 0.83 | 0.00 | 0.61 | 0.88 | 0.93 | 0.91 |
249
- | mucus secreting cell | 65 | 0.60 | 0.56 | 0.87 | 0.86 | 0.00 | 0.90 | 0.94 | 0.97 | 0.98 |
250
- | early pro-B cell | 65 | 0.60 | 0.76 | 0.82 | 0.83 | 0.00 | 0.77 | 0.99 | 0.96 | 0.96 |
251
- | pancreatic PP cell | 65 | 0.00 | 0.40 | 0.60 | 0.37 | 0.00 | 0.93 | 0.97 | 0.99 | 0.80 |
252
- | basophil | 61 | 0.53 | 0.56 | 0.80 | 0.82 | 0.00 | 0.58 | 0.96 | 0.87 | 0.87 |
253
- | ciliated columnar cell of tracheobronchial tree | 61 | 0.77 | 0.87 | 0.93 | 0.90 | 0.00 | 0.84 | 0.99 | 0.92 | 0.96 |
254
- | dendritic cell | 54 | 0.29 | 0.34 | 0.77 | 0.52 | 0.00 | 0.75 | 0.85 | 0.79 | 0.71 |
255
- | ependymal cell | 48 | 0.58 | 0.76 | 0.97 | 0.91 | 0.00 | 0.91 | 1.00 | 0.99 | 0.99 |
256
- | Bergmann glial cell | 52 | 0.63 | 0.42 | 0.83 | 0.75 | 0.00 | 0.95 | 0.99 | 0.99 | 0.96 |
257
- | pulmonary interstitial fibroblast | 46 | 0.75 | 0.56 | 0.74 | 0.68 | 0.00 | 0.81 | 1.00 | 0.90 | 0.97 |
258
- | pancreatic stellate cell | 45 | 0.85 | 0.43 | 0.90 | 0.58 | 0.00 | 0.86 | 0.96 | 0.93 | 0.94 |
259
- | regulatory T cell | 43 | 0.00 | 0.00 | 0.12 | 0.23 | 0.00 | 0.80 | 0.90 | 0.91 | 0.54 |
260
- | pericyte | 35 | 0.85 | 0.82 | 0.72 | 0.76 | 0.00 | 0.88 | 0.93 | 0.93 | 0.92 |
261
- | fibrocyte | 36 | 0.00 | 0.00 | 0.39 | 0.39 | 0.00 | 0.45 | 0.90 | 0.86 | 0.86 |
262
- | respiratory basal cell | 29 | 0.00 | 0.00 | 0.88 | 0.26 | 0.00 | 0.88 | 0.94 | 0.85 | 0.93 |
263
- | plasma cell | 24 | 0.17 | 0.00 | 0.68 | 0.21 | 0.00 | 0.37 | 0.43 | 0.33 | 0.42 |
264
- | club cell | 20 | 0.00 | 0.00 | 0.22 | 0.47 | 0.00 | 0.26 | 0.82 | 0.53 | 0.62 |
265
- | kidney interstitial fibroblast | 15 | 0.00 | 0.00 | 0.58 | 0.76 | 0.00 | 0.52 | 1.00 | 1.00 | 1.00 |
266
- | lymphoid lineage restricted progenitor cell | 11 | 0.90 | 0.00 | 0.90 | 0.95 | 0.00 | 0.39 | 0.81 | 0.92 | 0.95 |
267
- | intermediate monocyte | 12 | 0.00 | 0.00 | 0.13 | 0.00 | 0.00 | 0.79 | 1.00 | 1.00 | 0.50 |
268
- | lymphocyte | 9 | 0.00 | 0.00 | 0.36 | 0.00 | 0.00 | 0.51 | 0.90 | 0.95 | 0.57 |
269
- | lung macrophage | 8 | 0.00 | 0.00 | 0.20 | 0.20 | 0.00 | 0.36 | 0.89 | 0.76 | 0.88 |
270
- | plasmacytoid dendritic cell | 6 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.46 | 0.57 | 0.92 | 0.50 |
271
- | lung neuroendocrine cell | 4 | 0.00 | 0.00 | 0.86 | 0.33 | 0.00 | 0.57 | 0.80 | 1.00 | 1.00 |
272
-
273
- </details>
274
-
275
-
276
- # References
277
-
278
- 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 CHANGED
@@ -1,4 +1,4 @@
1
  {
2
- "query_accuracy": "| Cell Type | N cells | celltypist | knn bbknn | knn harmony | knn on scvi | onclass | scanvi | svm | xgboost | Consensus Prediction |\n| --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- |\n| microglial cell | 1361 | 0.99 | 0.99 | 0.96 | 0.99 | 0.00 | 0.96 | 0.99 | 0.99 | 0.99 |\n| B cell | 551 | 0.61 | 0.71 | 0.71 | 0.66 | 0.00 | 0.67 | 0.60 | 0.67 | 0.74 |\n| endothelial cell | 488 | 0.77 | 0.84 | 0.79 | 0.70 | 0.00 | 0.68 | 0.86 | 0.85 | 0.90 |\n| mesenchymal stem cell of adipose tissue | 449 | 0.88 | 0.89 | 0.75 | 0.64 | 0.00 | 0.78 | 0.93 | 0.89 | 0.92 |\n| basal cell of epidermis | 390 | 0.86 | 0.90 | 0.83 | 0.84 | 0.00 | 0.86 | 0.91 | 0.88 | 0.92 |\n| fibroblast of cardiac tissue | 343 | 0.93 | 0.93 | 0.75 | 0.64 | 0.00 | 0.68 | 0.96 | 0.92 | 0.95 |\n| hematopoietic stem cell | 335 | 0.95 | 0.95 | 0.94 | 0.94 | 0.00 | 0.91 | 0.97 | 0.96 | 0.96 |\n| granulocyte | 290 | 0.92 | 0.92 | 0.87 | 0.88 | 0.00 | 0.79 | 0.92 | 0.91 | 0.94 |\n| naive B cell | 332 | 0.43 | 0.08 | 0.50 | 0.31 | 0.00 | 0.39 | 0.52 | 0.58 | 0.36 |\n| skeletal muscle satellite cell | 258 | 0.97 | 0.98 | 0.94 | 0.87 | 0.00 | 0.88 | 0.97 | 0.96 | 0.97 |\n| endothelial cell of coronary artery | 268 | 0.74 | 0.76 | 0.60 | 0.54 | 0.00 | 0.54 | 0.90 | 0.83 | 0.88 |\n| keratinocyte stem cell | 257 | 0.94 | 0.93 | 0.94 | 0.81 | 0.00 | 0.91 | 0.95 | 0.94 | 0.96 |\n| myeloid cell | 248 | 0.59 | 0.68 | 0.45 | 0.47 | 0.00 | 0.47 | 0.73 | 0.70 | 0.74 |\n| enterocyte of epithelium of large intestine | 263 | 0.92 | 0.92 | 0.87 | 0.92 | 0.00 | 0.91 | 0.93 | 0.92 | 0.95 |\n| macrophage | 236 | 0.38 | 0.52 | 0.43 | 0.45 | 0.00 | 0.43 | 0.53 | 0.55 | 0.60 |\n| basal cell | 189 | 1.00 | 0.99 | 0.98 | 0.85 | 0.00 | 0.91 | 1.00 | 0.98 | 1.00 |\n| bronchial smooth muscle cell | 210 | 0.94 | 0.94 | 0.85 | 0.64 | 0.00 | 0.06 | 0.95 | 0.94 | 0.96 |\n| oligodendrocyte | 209 | 1.00 | 1.00 | 0.98 | 0.99 | 0.00 | 1.00 | 1.00 | 0.98 | 1.00 |\n| DN4 thymocyte | 159 | 0.57 | 0.59 | 0.46 | 0.51 | 0.00 | 0.31 | 0.72 | 0.74 | 0.70 |\n| epithelial cell of large intestine | 178 | 0.84 | 0.86 | 0.76 | 0.74 | 0.00 | 0.84 | 0.91 | 0.90 | 0.89 |\n| thymocyte | 153 | 0.87 | 0.90 | 0.74 | 0.87 | 0.00 | 0.85 | 0.90 | 0.94 | 0.92 |\n| large intestine goblet cell | 165 | 0.79 | 0.86 | 0.82 | 0.79 | 0.00 | 0.79 | 0.91 | 0.86 | 0.92 |\n| intestinal crypt stem cell | 159 | 0.87 | 0.88 | 0.79 | 0.81 | 0.00 | 0.86 | 0.93 | 0.87 | 0.92 |\n| mesenchymal stem cell | 169 | 0.69 | 0.78 | 0.59 | 0.47 | 0.00 | 0.65 | 0.84 | 0.83 | 0.85 |\n| bladder urothelial cell | 121 | 0.97 | 0.95 | 0.91 | 0.88 | 0.00 | 0.95 | 0.99 | 0.99 | 0.98 |\n| type B pancreatic cell | 129 | 0.98 | 0.98 | 0.93 | 0.96 | 0.00 | 0.98 | 0.98 | 0.96 | 0.98 |\n| fibroblast | 131 | 0.56 | 0.62 | 0.32 | 0.28 | 0.00 | 0.53 | 0.85 | 0.72 | 0.79 |\n| T cell | 122 | 0.40 | 0.41 | 0.41 | 0.42 | 0.00 | 0.39 | 0.53 | 0.51 | 0.49 |\n| monocyte | 113 | 0.64 | 0.73 | 0.56 | 0.56 | 0.00 | 0.52 | 0.81 | 0.79 | 0.79 |\n| keratinocyte | 121 | 0.79 | 0.90 | 0.70 | 0.71 | 0.00 | 0.79 | 0.92 | 0.86 | 0.89 |\n| CD4-positive, alpha-beta T cell | 142 | 0.61 | 0.62 | 0.51 | 0.42 | 0.00 | 0.55 | 0.51 | 0.60 | 0.68 |\n| hepatocyte | 96 | 0.93 | 0.94 | 0.95 | 0.91 | 0.00 | 0.94 | 0.96 | 0.94 | 0.96 |\n| CD8-positive, alpha-beta T cell | 110 | 0.49 | 0.54 | 0.42 | 0.40 | 0.00 | 0.41 | 0.47 | 0.58 | 0.54 |\n| promonocyte | 101 | 0.60 | 0.68 | 0.59 | 0.55 | 0.00 | 0.56 | 0.73 | 0.74 | 0.78 |\n| bladder cell | 86 | 0.99 | 0.99 | 0.91 | 0.64 | 0.00 | 0.77 | 1.00 | 0.97 | 0.99 |\n| natural killer cell | 89 | 0.72 | 0.72 | 0.63 | 0.72 | 0.00 | 0.70 | 0.68 | 0.76 | 0.78 |\n| precursor B cell | 90 | 0.84 | 0.89 | 0.79 | 0.75 | 0.00 | 0.87 | 0.91 | 0.90 | 0.92 |\n| luminal epithelial cell of mammary gland | 76 | 0.93 | 0.94 | 0.94 | 0.91 | 0.00 | 0.91 | 0.97 | 0.95 | 0.96 |\n| endothelial cell of hepatic sinusoid | 58 | 0.93 | 0.97 | 0.94 | 0.85 | 0.00 | 0.84 | 0.96 | 0.93 | 0.97 |\n| astrocyte | 57 | 0.95 | 0.96 | 0.91 | 0.94 | 0.00 | 0.96 | 0.96 | 0.94 | 0.97 |\n| immature B cell | 53 | 0.59 | 0.51 | 0.43 | 0.35 | 0.00 | 0.48 | 0.58 | 0.57 | 0.72 |\n| pancreatic acinar cell | 57 | 0.97 | 0.98 | 0.94 | 0.95 | 0.00 | 0.93 | 0.98 | 0.97 | 0.99 |\n| secretory cell | 62 | 0.67 | 0.63 | 0.46 | 0.43 | 0.00 | 0.68 | 0.88 | 0.80 | 0.89 |\n| pancreatic A cell | 65 | 0.91 | 0.93 | 0.89 | 0.90 | 0.00 | 0.94 | 0.95 | 0.94 | 0.95 |\n| epidermal cell | 63 | 0.81 | 0.78 | 0.55 | 0.78 | 0.00 | 0.77 | 0.83 | 0.82 | 0.88 |\n| neuron | 43 | 0.64 | 0.68 | 0.64 | 0.79 | 0.00 | 0.79 | 0.93 | 0.84 | 0.92 |\n| brain pericyte | 42 | 0.78 | 0.88 | 0.77 | 0.68 | 0.00 | 0.81 | 0.99 | 0.90 | 0.89 |\n| fibroblast of lung | 52 | 0.92 | 0.93 | 0.89 | 0.86 | 0.00 | 0.90 | 0.95 | 0.98 | 0.91 |\n| granulocytopoietic cell | 36 | 0.85 | 0.82 | 0.79 | 0.80 | 0.00 | 0.75 | 0.90 | 0.83 | 0.87 |\n| kidney collecting duct epithelial cell | 33 | 0.70 | 0.86 | 0.84 | 0.79 | 0.00 | 0.97 | 0.99 | 0.97 | 0.99 |\n| aortic endothelial cell | 11 | 0.00 | 0.00 | 0.10 | 0.12 | 0.00 | 0.00 | 0.11 | 0.10 | 0.08 |\n| epithelial cell | 39 | 0.38 | 0.14 | 0.42 | 0.37 | 0.00 | 0.39 | 0.54 | 0.59 | 0.60 |\n| late pro-B cell | 41 | 0.83 | 0.94 | 0.90 | 0.76 | 0.00 | 0.86 | 0.99 | 0.91 | 0.97 |\n| basal epithelial cell of tracheobronchial tree | 36 | 0.64 | 0.50 | 0.48 | 0.45 | 0.00 | 0.66 | 0.89 | 0.70 | 0.75 |\n| regular atrial cardiac myocyte | 34 | 0.45 | 0.62 | 0.70 | 0.68 | 0.00 | 0.63 | 0.64 | 0.78 | 0.82 |\n| epithelial cell of proximal tubule | 38 | 0.70 | 0.83 | 0.75 | 0.75 | 0.00 | 0.87 | 0.99 | 0.95 | 0.95 |\n| endocardial cell | 39 | 0.95 | 0.91 | 0.90 | 0.78 | 0.00 | 0.88 | 0.99 | 0.92 | 0.96 |\n| myeloid dendritic cell | 42 | 0.46 | 0.62 | 0.19 | 0.46 | 0.00 | 0.33 | 0.77 | 0.74 | 0.75 |\n| stromal cell | 29 | 0.58 | 0.41 | 0.13 | 0.30 | 0.00 | 0.30 | 0.71 | 0.59 | 0.73 |\n| mature alpha-beta T cell | 35 | 0.26 | 0.15 | 0.21 | 0.12 | 0.00 | 0.25 | 0.38 | 0.50 | 0.26 |\n| cardiac valve cell | 28 | 0.85 | 0.88 | 0.83 | 0.72 | 0.00 | 0.86 | 0.90 | 0.92 | 0.89 |\n| pancreatic ductal cell | 39 | 1.00 | 0.99 | 0.95 | 0.96 | 0.00 | 0.99 | 1.00 | 1.00 | 1.00 |\n| oligodendrocyte precursor cell | 35 | 0.96 | 1.00 | 0.96 | 0.97 | 0.00 | 0.99 | 0.99 | 0.99 | 0.99 |\n| adventitial cell | 34 | 0.00 | 0.48 | 0.36 | 0.08 | 0.00 | 0.43 | 0.73 | 0.60 | 0.60 |\n| chondrocyte | 31 | 0.80 | 0.76 | 0.85 | 0.79 | 0.00 | 0.80 | 0.95 | 0.85 | 0.90 |\n| Kupffer cell | 29 | 0.98 | 0.96 | 0.87 | 0.88 | 0.00 | 0.88 | 0.93 | 0.86 | 0.98 |\n| granulocyte monocyte progenitor cell | 21 | 0.73 | 0.74 | 0.74 | 0.78 | 0.00 | 0.66 | 0.89 | 0.78 | 0.86 |\n| interneuron | 24 | 0.67 | 0.65 | 0.40 | 0.75 | 0.00 | 0.79 | 0.98 | 0.92 | 0.96 |\n| myeloid leukocyte | 19 | 0.19 | 0.10 | 0.19 | 0.21 | 0.00 | 0.18 | 0.29 | 0.52 | 0.35 |\n| classical monocyte | 16 | 0.00 | 0.39 | 0.26 | 0.19 | 0.00 | 0.11 | 0.70 | 0.71 | 0.59 |\n| mature NK T cell | 24 | 0.29 | 0.27 | 0.22 | 0.21 | 0.00 | 0.37 | 0.49 | 0.65 | 0.53 |\n| pancreatic D cell | 19 | 0.94 | 1.00 | 0.84 | 0.92 | 0.00 | 0.95 | 0.97 | 0.92 | 0.97 |\n| brush cell of epithelium proper of large intestine | 20 | 0.80 | 0.70 | 0.32 | 0.79 | 0.00 | 0.90 | 0.90 | 0.86 | 0.88 |\n| epithelial cell of thymus | 20 | 0.44 | 0.00 | 0.24 | 0.50 | 0.00 | 0.41 | 0.49 | 0.42 | 0.48 |\n| enteroendocrine cell | 10 | 0.90 | 0.69 | 0.55 | 0.67 | 0.00 | 0.74 | 1.00 | 0.95 | 0.95 |\n| leukocyte | 16 | 0.00 | 0.48 | 0.20 | 0.34 | 0.00 | 0.42 | 0.54 | 0.86 | 0.74 |\n| neutrophil | 15 | 0.00 | 0.00 | 0.11 | 0.00 | 0.00 | 0.14 | 0.36 | 0.56 | 0.29 |\n| kidney collecting duct principal cell | 13 | 0.00 | 0.83 | 0.80 | 0.53 | 0.00 | 0.79 | 0.83 | 0.85 | 0.92 |\n| vein endothelial cell | 15 | 0.50 | 0.42 | 0.11 | 0.44 | 0.00 | 0.81 | 0.93 | 0.74 | 0.80 |\n| neuroepithelial stem cell | 22 | 0.43 | 0.09 | 0.43 | 0.65 | 0.00 | 0.64 | 0.85 | 0.76 | 0.82 |\n| non-classical monocyte | 16 | 0.18 | 0.58 | 0.43 | 0.32 | 0.00 | 0.28 | 0.76 | 0.47 | 0.63 |\n| regular ventricular cardiac myocyte | 14 | 0.75 | 0.00 | 0.86 | 0.75 | 0.00 | 0.81 | 1.00 | 0.97 | 0.96 |\n| kidney loop of Henle ascending limb epithelial cell | 14 | 0.70 | 0.90 | 0.90 | 0.52 | 0.00 | 0.65 | 0.96 | 0.86 | 0.93 |\n| smooth muscle cell of trachea | 13 | 0.00 | 0.00 | 0.36 | 0.35 | 0.00 | 0.31 | 0.61 | 0.33 | 0.48 |\n| professional antigen presenting cell | 2 | 0.00 | 0.18 | 0.00 | 0.29 | 0.00 | 0.29 | 0.00 | 0.21 | 0.33 |\n| smooth muscle cell of the pulmonary artery | 6 | 0.00 | 0.67 | 0.25 | 0.00 | 0.00 | 0.43 | 0.71 | 0.63 | 0.83 |\n| proerythroblast | 12 | 0.00 | 0.27 | 0.21 | 0.44 | 0.00 | 0.08 | 0.50 | 0.40 | 0.33 |\n| medium spiny neuron | 8 | 1.00 | 0.93 | 0.44 | 0.50 | 0.00 | 1.00 | 1.00 | 0.94 | 1.00 |\n| smooth muscle cell | 13 | 0.00 | 0.82 | 0.25 | 0.13 | 0.00 | 0.83 | 0.93 | 0.92 | 0.92 |\n| endothelial cell of lymphatic vessel | 8 | 0.44 | 0.50 | 0.93 | 0.53 | 0.00 | 0.62 | 0.94 | 0.76 | 0.89 |\n| neural stem cell | 12 | 0.85 | 0.91 | 0.76 | 0.96 | 0.00 | 0.80 | 0.87 | 0.80 | 0.87 |\n| mesangial cell | 8 | 0.00 | 0.40 | 0.00 | 0.33 | 0.00 | 0.14 | 0.67 | 0.77 | 0.55 |\n| megakaryocyte-erythroid progenitor cell | 9 | 0.24 | 0.60 | 0.60 | 0.80 | 0.00 | 0.52 | 0.67 | 0.44 | 0.61 |\n| mucus secreting cell | 8 | 0.52 | 0.42 | 0.71 | 0.62 | 0.00 | 0.76 | 0.94 | 0.94 | 0.80 |\n| early pro-B cell | 7 | 0.59 | 0.73 | 0.44 | 0.43 | 0.00 | 0.78 | 0.77 | 0.80 | 0.86 |\n| pancreatic PP cell | 6 | 0.00 | 0.44 | 0.00 | 0.50 | 0.00 | 0.77 | 0.77 | 0.77 | 0.60 |\n| basophil | 10 | 0.48 | 0.57 | 0.78 | 0.78 | 0.00 | 0.54 | 0.87 | 0.75 | 0.87 |\n| ciliated columnar cell of tracheobronchial tree | 9 | 0.71 | 0.89 | 0.94 | 0.74 | 0.00 | 0.72 | 0.84 | 0.75 | 1.00 |\n| dendritic cell | 8 | 0.33 | 0.33 | 0.18 | 0.40 | 0.00 | 0.52 | 0.67 | 0.56 | 0.55 |\n| ependymal cell | 7 | 0.44 | 0.67 | 0.44 | 0.67 | 0.00 | 0.71 | 1.00 | 0.83 | 0.92 |\n| Bergmann glial cell | 2 | 0.67 | 0.67 | 1.00 | 0.57 | 0.00 | 1.00 | 0.80 | 1.00 | 1.00 |\n| pulmonary interstitial fibroblast | 4 | 0.75 | 0.75 | 0.60 | 0.33 | 0.00 | 0.50 | 0.86 | 0.67 | 0.75 |\n| pancreatic stellate cell | 3 | 0.86 | 1.00 | 0.86 | 0.80 | 0.00 | 0.40 | 0.67 | 0.67 | 0.86 |\n| regulatory T cell | 4 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 |\n| pericyte | 3 | 0.75 | 0.57 | 0.67 | 0.40 | 0.00 | 0.67 | 0.67 | 0.75 | 0.67 |\n| fibrocyte | 0 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 |\n| respiratory basal cell | 5 | 0.00 | 0.00 | 0.00 | 0.57 | 0.00 | 0.73 | 0.89 | 1.00 | 0.33 |\n| plasma cell | 1 | 0.10 | 0.00 | 0.00 | 0.00 | 0.00 | 0.12 | 0.25 | 0.18 | 0.20 |\n| club cell | 2 | 0.00 | 0.00 | 0.08 | 0.67 | 0.00 | 0.25 | 0.40 | 0.40 | 0.67 |\n| kidney interstitial fibroblast | 1 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.40 | 0.00 | 1.00 | 0.00 |\n| lymphoid lineage restricted progenitor cell | 2 | 0.67 | 0.00 | 0.67 | 0.00 | 0.00 | 0.50 | 1.00 | 1.00 | 0.67 |\n| intermediate monocyte | 0 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 |\n| lymphocyte | 1 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.67 | 1.00 | 1.00 | 0.00 |\n| lung macrophage | 1 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 |\n| plasmacytoid dendritic cell | 0 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 |\n| lung neuroendocrine cell | 0 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 |",
3
- "ref_accuracy": "| Cell Type | N cells | celltypist | knn bbknn | knn harmony | knn on scvi | onclass | scanvi | svm | xgboost | Consensus Prediction |\n| --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- |\n| microglial cell | 11907 | 0.99 | 0.99 | 0.95 | 0.99 | 0.00 | 0.96 | 0.99 | 0.99 | 0.99 |\n| B cell | 5066 | 0.62 | 0.71 | 0.82 | 0.78 | 0.00 | 0.89 | 0.67 | 0.73 | 0.85 |\n| endothelial cell | 4438 | 0.77 | 0.78 | 0.85 | 0.78 | 0.00 | 0.88 | 0.88 | 0.85 | 0.93 |\n| mesenchymal stem cell of adipose tissue | 4276 | 0.86 | 0.87 | 0.82 | 0.75 | 0.00 | 0.94 | 0.93 | 0.90 | 0.95 |\n| basal cell of epidermis | 3817 | 0.87 | 0.90 | 0.92 | 0.87 | 0.00 | 0.88 | 0.92 | 0.91 | 0.93 |\n| fibroblast of cardiac tissue | 3573 | 0.92 | 0.91 | 0.82 | 0.76 | 0.00 | 0.93 | 0.95 | 0.93 | 0.96 |\n| hematopoietic stem cell | 2971 | 0.93 | 0.94 | 0.95 | 0.96 | 0.00 | 0.95 | 0.97 | 0.96 | 0.97 |\n| granulocyte | 2676 | 0.92 | 0.91 | 0.90 | 0.92 | 0.00 | 0.92 | 0.95 | 0.95 | 0.96 |\n| naive B cell | 2627 | 0.43 | 0.02 | 0.75 | 0.60 | 0.00 | 0.88 | 0.60 | 0.66 | 0.72 |\n| skeletal muscle satellite cell | 2459 | 0.98 | 0.97 | 0.91 | 0.90 | 0.00 | 0.95 | 0.98 | 0.97 | 0.98 |\n| endothelial cell of coronary artery | 2426 | 0.74 | 0.74 | 0.81 | 0.70 | 0.00 | 0.89 | 0.91 | 0.88 | 0.95 |\n| keratinocyte stem cell | 2382 | 0.95 | 0.94 | 0.96 | 0.87 | 0.00 | 0.95 | 0.96 | 0.95 | 0.97 |\n| myeloid cell | 2302 | 0.59 | 0.65 | 0.70 | 0.67 | 0.00 | 0.80 | 0.79 | 0.78 | 0.85 |\n| enterocyte of epithelium of large intestine | 2279 | 0.93 | 0.94 | 0.95 | 0.94 | 0.00 | 0.93 | 0.96 | 0.94 | 0.96 |\n| macrophage | 2205 | 0.39 | 0.48 | 0.72 | 0.63 | 0.00 | 0.68 | 0.61 | 0.66 | 0.73 |\n| basal cell | 1950 | 0.99 | 0.98 | 0.98 | 0.87 | 0.00 | 0.97 | 0.99 | 0.99 | 0.99 |\n| bronchial smooth muscle cell | 1907 | 0.94 | 0.94 | 0.81 | 0.75 | 0.00 | 0.94 | 0.97 | 0.96 | 0.97 |\n| oligodendrocyte | 1885 | 0.99 | 0.99 | 0.98 | 0.99 | 0.00 | 0.99 | 1.00 | 0.99 | 0.99 |\n| DN4 thymocyte | 1596 | 0.60 | 0.55 | 0.68 | 0.69 | 0.00 | 0.93 | 0.85 | 0.85 | 0.88 |\n| epithelial cell of large intestine | 1526 | 0.87 | 0.88 | 0.88 | 0.85 | 0.00 | 0.89 | 0.96 | 0.93 | 0.94 |\n| thymocyte | 1465 | 0.88 | 0.91 | 0.80 | 0.90 | 0.00 | 0.94 | 0.95 | 0.95 | 0.96 |\n| large intestine goblet cell | 1422 | 0.78 | 0.82 | 0.90 | 0.87 | 0.00 | 0.91 | 0.95 | 0.93 | 0.96 |\n| intestinal crypt stem cell | 1420 | 0.90 | 0.91 | 0.92 | 0.89 | 0.00 | 0.90 | 0.95 | 0.92 | 0.95 |\n| mesenchymal stem cell | 1255 | 0.63 | 0.68 | 0.65 | 0.54 | 0.00 | 0.91 | 0.88 | 0.83 | 0.91 |\n| bladder urothelial cell | 1281 | 0.96 | 0.94 | 0.94 | 0.92 | 0.00 | 0.98 | 0.99 | 0.99 | 0.99 |\n| type B pancreatic cell | 1213 | 0.96 | 0.96 | 0.90 | 0.96 | 0.00 | 0.96 | 0.98 | 0.97 | 0.97 |\n| fibroblast | 1198 | 0.55 | 0.55 | 0.60 | 0.52 | 0.00 | 0.87 | 0.91 | 0.84 | 0.92 |\n| T cell | 1201 | 0.48 | 0.52 | 0.61 | 0.58 | 0.00 | 0.68 | 0.75 | 0.78 | 0.74 |\n| monocyte | 1167 | 0.66 | 0.71 | 0.84 | 0.71 | 0.00 | 0.76 | 0.87 | 0.86 | 0.91 |\n| keratinocyte | 1090 | 0.80 | 0.89 | 0.91 | 0.81 | 0.00 | 0.85 | 0.93 | 0.90 | 0.92 |\n| CD4-positive, alpha-beta T cell | 1028 | 0.56 | 0.54 | 0.67 | 0.59 | 0.00 | 0.71 | 0.70 | 0.79 | 0.78 |\n| hepatocyte | 1050 | 0.96 | 0.95 | 0.95 | 0.94 | 0.00 | 0.95 | 0.99 | 0.97 | 0.98 |\n| CD8-positive, alpha-beta T cell | 960 | 0.51 | 0.50 | 0.62 | 0.62 | 0.00 | 0.70 | 0.75 | 0.78 | 0.75 |\n| promonocyte | 914 | 0.58 | 0.58 | 0.92 | 0.65 | 0.00 | 0.85 | 0.87 | 0.86 | 0.92 |\n| bladder cell | 919 | 0.98 | 0.98 | 0.91 | 0.76 | 0.00 | 0.96 | 0.99 | 0.97 | 0.99 |\n| natural killer cell | 786 | 0.72 | 0.75 | 0.76 | 0.77 | 0.00 | 0.81 | 0.88 | 0.88 | 0.87 |\n| precursor B cell | 766 | 0.83 | 0.83 | 0.88 | 0.83 | 0.00 | 0.91 | 0.97 | 0.95 | 0.95 |\n| luminal epithelial cell of mammary gland | 692 | 0.96 | 0.96 | 0.99 | 0.93 | 0.00 | 0.97 | 1.00 | 0.99 | 0.99 |\n| endothelial cell of hepatic sinusoid | 559 | 0.95 | 0.83 | 0.90 | 0.85 | 0.00 | 0.90 | 0.99 | 0.98 | 0.99 |\n| astrocyte | 535 | 0.94 | 0.94 | 0.94 | 0.95 | 0.00 | 0.98 | 0.99 | 0.99 | 0.99 |\n| immature B cell | 536 | 0.67 | 0.51 | 0.62 | 0.56 | 0.00 | 0.70 | 0.76 | 0.82 | 0.87 |\n| pancreatic acinar cell | 519 | 0.92 | 0.94 | 0.94 | 0.94 | 0.00 | 0.95 | 0.99 | 0.98 | 0.98 |\n| secretory cell | 501 | 0.63 | 0.30 | 0.77 | 0.70 | 0.00 | 0.85 | 0.92 | 0.90 | 0.95 |\n| pancreatic A cell | 456 | 0.84 | 0.86 | 0.87 | 0.85 | 0.00 | 0.92 | 0.97 | 0.96 | 0.92 |\n| epidermal cell | 429 | 0.68 | 0.65 | 0.77 | 0.77 | 0.00 | 0.72 | 0.81 | 0.80 | 0.81 |\n| neuron | 441 | 0.68 | 0.67 | 0.72 | 0.82 | 0.00 | 0.85 | 0.98 | 0.95 | 0.96 |\n| brain pericyte | 442 | 0.79 | 0.79 | 0.82 | 0.82 | 0.00 | 0.92 | 0.99 | 0.97 | 0.94 |\n| fibroblast of lung | 431 | 0.96 | 0.95 | 0.86 | 0.89 | 0.00 | 0.97 | 0.99 | 0.98 | 0.98 |\n| granulocytopoietic cell | 447 | 0.88 | 0.87 | 0.92 | 0.85 | 0.00 | 0.80 | 0.94 | 0.94 | 0.95 |\n| kidney collecting duct epithelial cell | 405 | 0.71 | 0.82 | 0.88 | 0.81 | 0.00 | 0.97 | 1.00 | 1.00 | 0.98 |\n| aortic endothelial cell | 417 | 0.20 | 0.02 | 0.40 | 0.43 | 0.00 | 0.81 | 0.54 | 0.52 | 0.83 |\n| epithelial cell | 386 | 0.39 | 0.04 | 0.74 | 0.59 | 0.00 | 0.71 | 0.68 | 0.76 | 0.83 |\n| late pro-B cell | 370 | 0.85 | 0.91 | 0.94 | 0.85 | 0.00 | 0.92 | 0.99 | 0.98 | 0.98 |\n| basal epithelial cell of tracheobronchial tree | 365 | 0.71 | 0.53 | 0.78 | 0.60 | 0.00 | 0.89 | 0.94 | 0.88 | 0.85 |\n| regular atrial cardiac myocyte | 366 | 0.51 | 0.57 | 0.77 | 0.72 | 0.00 | 0.78 | 0.86 | 0.88 | 0.90 |\n| epithelial cell of proximal tubule | 348 | 0.64 | 0.77 | 0.86 | 0.80 | 0.00 | 0.95 | 0.99 | 0.99 | 0.97 |\n| endocardial cell | 336 | 0.97 | 0.92 | 0.96 | 0.86 | 0.00 | 0.91 | 0.97 | 0.96 | 0.97 |\n| myeloid dendritic cell | 331 | 0.47 | 0.51 | 0.84 | 0.62 | 0.00 | 0.96 | 0.90 | 0.83 | 0.88 |\n| stromal cell | 311 | 0.47 | 0.25 | 0.60 | 0.51 | 0.00 | 0.84 | 0.78 | 0.71 | 0.86 |\n| mature alpha-beta T cell | 295 | 0.35 | 0.22 | 0.61 | 0.38 | 0.00 | 0.73 | 0.76 | 0.84 | 0.81 |\n| cardiac valve cell | 287 | 0.89 | 0.91 | 0.81 | 0.81 | 0.00 | 0.95 | 0.97 | 0.97 | 0.95 |\n| pancreatic ductal cell | 274 | 0.98 | 0.95 | 0.98 | 0.96 | 0.00 | 0.99 | 1.00 | 1.00 | 1.00 |\n| oligodendrocyte precursor cell | 277 | 0.93 | 0.99 | 0.95 | 0.97 | 0.00 | 0.99 | 1.00 | 1.00 | 1.00 |\n| adventitial cell | 255 | 0.00 | 0.49 | 0.69 | 0.31 | 0.00 | 0.93 | 0.88 | 0.76 | 0.94 |\n| chondrocyte | 244 | 0.85 | 0.79 | 0.92 | 0.82 | 0.00 | 0.87 | 0.97 | 0.97 | 0.96 |\n| Kupffer cell | 233 | 0.93 | 0.68 | 0.90 | 0.78 | 0.00 | 0.77 | 0.99 | 0.95 | 0.97 |\n| granulocyte monocyte progenitor cell | 229 | 0.73 | 0.77 | 0.86 | 0.83 | 0.00 | 0.74 | 0.91 | 0.88 | 0.89 |\n| interneuron | 216 | 0.64 | 0.65 | 0.83 | 0.77 | 0.00 | 0.88 | 0.98 | 0.95 | 0.93 |\n| myeloid leukocyte | 190 | 0.08 | 0.05 | 0.83 | 0.45 | 0.00 | 0.83 | 0.86 | 0.89 | 0.97 |\n| classical monocyte | 186 | 0.00 | 0.30 | 0.64 | 0.50 | 0.00 | 0.96 | 0.84 | 0.80 | 0.92 |\n| mature NK T cell | 175 | 0.37 | 0.14 | 0.63 | 0.37 | 0.00 | 0.63 | 0.90 | 0.90 | 0.91 |\n| pancreatic D cell | 172 | 0.89 | 0.89 | 0.89 | 0.85 | 0.00 | 0.91 | 0.97 | 0.95 | 0.97 |\n| brush cell of epithelium proper of large intestine | 155 | 0.80 | 0.78 | 0.80 | 0.87 | 0.00 | 0.96 | 0.99 | 0.97 | 0.95 |\n| epithelial cell of thymus | 145 | 0.35 | 0.02 | 0.58 | 0.52 | 0.00 | 0.76 | 0.91 | 0.71 | 0.95 |\n| enteroendocrine cell | 151 | 0.89 | 0.62 | 0.74 | 0.71 | 0.00 | 0.92 | 0.99 | 0.97 | 0.97 |\n| leukocyte | 142 | 0.00 | 0.26 | 0.73 | 0.54 | 0.00 | 0.76 | 0.57 | 0.86 | 0.93 |\n| neutrophil | 138 | 0.00 | 0.05 | 0.18 | 0.15 | 0.00 | 0.87 | 0.72 | 0.72 | 0.80 |\n| kidney collecting duct principal cell | 139 | 0.00 | 0.79 | 0.88 | 0.71 | 0.00 | 0.90 | 0.99 | 0.96 | 0.99 |\n| vein endothelial cell | 137 | 0.51 | 0.54 | 0.75 | 0.51 | 0.00 | 0.72 | 0.94 | 0.88 | 0.90 |\n| neuroepithelial stem cell | 129 | 0.30 | 0.03 | 0.85 | 0.69 | 0.00 | 0.71 | 0.90 | 0.84 | 0.92 |\n| non-classical monocyte | 133 | 0.23 | 0.35 | 0.58 | 0.39 | 0.00 | 0.88 | 0.86 | 0.77 | 0.86 |\n| regular ventricular cardiac myocyte | 131 | 0.69 | 0.00 | 0.85 | 0.82 | 0.00 | 0.85 | 0.97 | 0.99 | 0.99 |\n| kidney loop of Henle ascending limb epithelial cell | 127 | 0.66 | 0.85 | 0.92 | 0.71 | 0.00 | 0.95 | 1.00 | 0.99 | 0.99 |\n| smooth muscle cell of trachea | 112 | 0.24 | 0.08 | 0.55 | 0.45 | 0.00 | 0.74 | 0.86 | 0.79 | 0.85 |\n| professional antigen presenting cell | 112 | 0.15 | 0.12 | 0.51 | 0.62 | 0.00 | 0.82 | 0.86 | 0.77 | 0.92 |\n| smooth muscle cell of the pulmonary artery | 105 | 0.00 | 0.58 | 0.78 | 0.47 | 0.00 | 0.61 | 0.92 | 0.90 | 0.92 |\n| proerythroblast | 95 | 0.00 | 0.06 | 0.61 | 0.41 | 0.00 | 0.48 | 0.90 | 0.90 | 0.89 |\n| medium spiny neuron | 95 | 0.98 | 0.89 | 0.82 | 0.88 | 0.00 | 0.95 | 1.00 | 0.99 | 1.00 |\n| smooth muscle cell | 90 | 0.00 | 0.34 | 0.63 | 0.58 | 0.00 | 0.81 | 0.96 | 0.93 | 0.94 |\n| endothelial cell of lymphatic vessel | 91 | 0.45 | 0.29 | 0.92 | 0.63 | 0.00 | 0.69 | 0.85 | 0.68 | 0.82 |\n| neural stem cell | 85 | 0.78 | 0.71 | 0.84 | 0.86 | 0.00 | 0.92 | 0.99 | 0.97 | 0.98 |\n| mesangial cell | 83 | 0.00 | 0.11 | 0.63 | 0.38 | 0.00 | 0.59 | 0.83 | 0.79 | 0.91 |\n| megakaryocyte-erythroid progenitor cell | 71 | 0.39 | 0.17 | 0.83 | 0.83 | 0.00 | 0.61 | 0.88 | 0.93 | 0.91 |\n| mucus secreting cell | 65 | 0.60 | 0.56 | 0.87 | 0.86 | 0.00 | 0.90 | 0.94 | 0.97 | 0.98 |\n| early pro-B cell | 65 | 0.60 | 0.76 | 0.82 | 0.83 | 0.00 | 0.77 | 0.99 | 0.96 | 0.96 |\n| pancreatic PP cell | 65 | 0.00 | 0.40 | 0.60 | 0.37 | 0.00 | 0.93 | 0.97 | 0.99 | 0.80 |\n| basophil | 61 | 0.53 | 0.56 | 0.80 | 0.82 | 0.00 | 0.58 | 0.96 | 0.87 | 0.87 |\n| ciliated columnar cell of tracheobronchial tree | 61 | 0.77 | 0.87 | 0.93 | 0.90 | 0.00 | 0.84 | 0.99 | 0.92 | 0.96 |\n| dendritic cell | 54 | 0.29 | 0.34 | 0.77 | 0.52 | 0.00 | 0.75 | 0.85 | 0.79 | 0.71 |\n| ependymal cell | 48 | 0.58 | 0.76 | 0.97 | 0.91 | 0.00 | 0.91 | 1.00 | 0.99 | 0.99 |\n| Bergmann glial cell | 52 | 0.63 | 0.42 | 0.83 | 0.75 | 0.00 | 0.95 | 0.99 | 0.99 | 0.96 |\n| pulmonary interstitial fibroblast | 46 | 0.75 | 0.56 | 0.74 | 0.68 | 0.00 | 0.81 | 1.00 | 0.90 | 0.97 |\n| pancreatic stellate cell | 45 | 0.85 | 0.43 | 0.90 | 0.58 | 0.00 | 0.86 | 0.96 | 0.93 | 0.94 |\n| regulatory T cell | 43 | 0.00 | 0.00 | 0.12 | 0.23 | 0.00 | 0.80 | 0.90 | 0.91 | 0.54 |\n| pericyte | 35 | 0.85 | 0.82 | 0.72 | 0.76 | 0.00 | 0.88 | 0.93 | 0.93 | 0.92 |\n| fibrocyte | 36 | 0.00 | 0.00 | 0.39 | 0.39 | 0.00 | 0.45 | 0.90 | 0.86 | 0.86 |\n| respiratory basal cell | 29 | 0.00 | 0.00 | 0.88 | 0.26 | 0.00 | 0.88 | 0.94 | 0.85 | 0.93 |\n| plasma cell | 24 | 0.17 | 0.00 | 0.68 | 0.21 | 0.00 | 0.37 | 0.43 | 0.33 | 0.42 |\n| club cell | 20 | 0.00 | 0.00 | 0.22 | 0.47 | 0.00 | 0.26 | 0.82 | 0.53 | 0.62 |\n| kidney interstitial fibroblast | 15 | 0.00 | 0.00 | 0.58 | 0.76 | 0.00 | 0.52 | 1.00 | 1.00 | 1.00 |\n| lymphoid lineage restricted progenitor cell | 11 | 0.90 | 0.00 | 0.90 | 0.95 | 0.00 | 0.39 | 0.81 | 0.92 | 0.95 |\n| intermediate monocyte | 12 | 0.00 | 0.00 | 0.13 | 0.00 | 0.00 | 0.79 | 1.00 | 1.00 | 0.50 |\n| lymphocyte | 9 | 0.00 | 0.00 | 0.36 | 0.00 | 0.00 | 0.51 | 0.90 | 0.95 | 0.57 |\n| lung macrophage | 8 | 0.00 | 0.00 | 0.20 | 0.20 | 0.00 | 0.36 | 0.89 | 0.76 | 0.88 |\n| plasmacytoid dendritic cell | 6 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.46 | 0.57 | 0.92 | 0.50 |\n| lung neuroendocrine cell | 4 | 0.00 | 0.00 | 0.86 | 0.33 | 0.00 | 0.57 | 0.80 | 1.00 | 1.00 |"
4
  }
 
1
  {
2
+ "query_accuracy": "| Cell Type | N cells | celltypist | knn bbknn | knn harmony | knn on scvi | onclass | scanvi | svm | xgboost | Consensus Prediction |\n| --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- |\n| microglial cell | 1344 | 0.98 | 0.99 | 0.96 | 0.98 | 0.00 | 0.96 | 0.99 | 0.99 | 0.99 |\n| B cell | 546 | 0.66 | 0.73 | 0.73 | 0.71 | 0.00 | 0.73 | 0.62 | 0.67 | 0.76 |\n| endothelial cell | 495 | 0.82 | 0.86 | 0.80 | 0.67 | 0.00 | 0.68 | 0.85 | 0.83 | 0.90 |\n| mesenchymal stem cell of adipose tissue | 502 | 0.86 | 0.92 | 0.81 | 0.63 | 0.00 | 0.67 | 0.94 | 0.89 | 0.94 |\n| basal cell of epidermis | 406 | 0.88 | 0.90 | 0.86 | 0.80 | 0.00 | 0.83 | 0.92 | 0.89 | 0.93 |\n| fibroblast of cardiac tissue | 361 | 0.94 | 0.93 | 0.78 | 0.58 | 0.00 | 0.40 | 0.95 | 0.93 | 0.96 |\n| hematopoietic stem cell | 331 | 0.93 | 0.95 | 0.92 | 0.94 | 0.00 | 0.93 | 0.95 | 0.95 | 0.96 |\n| granulocyte | 276 | 0.89 | 0.93 | 0.86 | 0.89 | 0.00 | 0.79 | 0.94 | 0.93 | 0.94 |\n| naive B cell | 286 | 0.44 | 0.10 | 0.45 | 0.27 | 0.00 | 0.28 | 0.54 | 0.56 | 0.35 |\n| skeletal muscle satellite cell | 291 | 0.98 | 0.97 | 0.96 | 0.92 | 0.00 | 0.95 | 0.97 | 0.98 | 0.98 |\n| endothelial cell of coronary artery | 285 | 0.80 | 0.82 | 0.63 | 0.44 | 0.00 | 0.59 | 0.89 | 0.85 | 0.90 |\n| keratinocyte stem cell | 289 | 0.96 | 0.95 | 0.94 | 0.85 | 0.00 | 0.94 | 0.96 | 0.94 | 0.97 |\n| myeloid cell | 218 | 0.60 | 0.66 | 0.47 | 0.50 | 0.00 | 0.38 | 0.72 | 0.72 | 0.73 |\n| enterocyte of epithelium of large intestine | 262 | 0.91 | 0.92 | 0.88 | 0.83 | 0.00 | 0.87 | 0.95 | 0.91 | 0.93 |\n| macrophage | 234 | 0.43 | 0.46 | 0.44 | 0.44 | 0.00 | 0.44 | 0.45 | 0.50 | 0.57 |\n| basal cell | 215 | 0.98 | 0.98 | 0.96 | 0.82 | 0.00 | 0.89 | 0.99 | 0.98 | 0.98 |\n| bronchial smooth muscle cell | 208 | 0.96 | 0.95 | 0.86 | 0.63 | 0.00 | 0.80 | 0.97 | 0.96 | 0.97 |\n| oligodendrocyte | 194 | 0.99 | 0.99 | 0.96 | 1.00 | 0.00 | 0.99 | 1.00 | 0.99 | 1.00 |\n| DN4 thymocyte | 190 | 0.61 | 0.64 | 0.49 | 0.49 | 0.00 | 0.51 | 0.76 | 0.76 | 0.75 |\n| epithelial cell of large intestine | 182 | 0.86 | 0.89 | 0.72 | 0.72 | 0.00 | 0.77 | 0.93 | 0.89 | 0.92 |\n| thymocyte | 168 | 0.89 | 0.90 | 0.73 | 0.84 | 0.00 | 0.87 | 0.94 | 0.94 | 0.94 |\n| large intestine goblet cell | 151 | 0.76 | 0.88 | 0.81 | 0.83 | 0.00 | 0.83 | 0.89 | 0.87 | 0.91 |\n| intestinal crypt stem cell | 141 | 0.85 | 0.88 | 0.84 | 0.80 | 0.00 | 0.84 | 0.92 | 0.86 | 0.91 |\n| mesenchymal stem cell | 140 | 0.64 | 0.81 | 0.59 | 0.29 | 0.00 | 0.55 | 0.90 | 0.80 | 0.87 |\n| bladder urothelial cell | 123 | 0.98 | 0.95 | 0.92 | 0.70 | 0.00 | 0.88 | 1.00 | 0.97 | 0.98 |\n| type B pancreatic cell | 131 | 0.93 | 0.94 | 0.89 | 0.89 | 0.00 | 0.92 | 0.95 | 0.94 | 0.94 |\n| fibroblast | 115 | 0.59 | 0.74 | 0.28 | 0.24 | 0.00 | 0.40 | 0.89 | 0.77 | 0.85 |\n| T cell | 138 | 0.47 | 0.55 | 0.41 | 0.47 | 0.00 | 0.47 | 0.54 | 0.54 | 0.57 |\n| monocyte | 130 | 0.60 | 0.78 | 0.53 | 0.61 | 0.00 | 0.61 | 0.84 | 0.82 | 0.83 |\n| keratinocyte | 120 | 0.81 | 0.87 | 0.71 | 0.57 | 0.00 | 0.75 | 0.92 | 0.85 | 0.91 |\n| CD4-positive, alpha-beta T cell | 119 | 0.48 | 0.59 | 0.52 | 0.49 | 0.00 | 0.48 | 0.51 | 0.57 | 0.67 |\n| hepatocyte | 112 | 0.95 | 0.97 | 0.94 | 0.94 | 0.00 | 0.93 | 0.98 | 0.96 | 0.99 |\n| CD8-positive, alpha-beta T cell | 107 | 0.49 | 0.54 | 0.50 | 0.46 | 0.00 | 0.52 | 0.42 | 0.60 | 0.56 |\n| promonocyte | 95 | 0.58 | 0.64 | 0.55 | 0.37 | 0.00 | 0.51 | 0.71 | 0.72 | 0.78 |\n| bladder cell | 83 | 0.98 | 0.98 | 0.89 | 0.55 | 0.00 | 0.66 | 0.98 | 0.93 | 0.98 |\n| natural killer cell | 93 | 0.75 | 0.81 | 0.72 | 0.76 | 0.00 | 0.77 | 0.70 | 0.79 | 0.82 |\n| precursor B cell | 84 | 0.82 | 0.91 | 0.79 | 0.76 | 0.00 | 0.83 | 0.91 | 0.90 | 0.93 |\n| luminal epithelial cell of mammary gland | 73 | 0.97 | 0.96 | 0.98 | 0.92 | 0.00 | 0.92 | 0.99 | 0.97 | 0.98 |\n| endothelial cell of hepatic sinusoid | 56 | 0.94 | 0.96 | 0.91 | 0.53 | 0.00 | 0.75 | 0.97 | 0.96 | 0.98 |\n| astrocyte | 71 | 0.92 | 0.95 | 0.90 | 0.93 | 0.00 | 0.94 | 0.99 | 0.93 | 0.98 |\n| immature B cell | 52 | 0.68 | 0.68 | 0.57 | 0.34 | 0.00 | 0.65 | 0.62 | 0.67 | 0.76 |\n| pancreatic acinar cell | 65 | 0.94 | 0.96 | 0.91 | 0.92 | 0.00 | 0.94 | 0.96 | 0.97 | 0.96 |\n| secretory cell | 56 | 0.64 | 0.72 | 0.39 | 0.53 | 0.00 | 0.74 | 0.82 | 0.82 | 0.84 |\n| pancreatic A cell | 48 | 0.78 | 0.88 | 0.77 | 0.78 | 0.00 | 0.86 | 0.91 | 0.89 | 0.86 |\n| epidermal cell | 42 | 0.69 | 0.68 | 0.65 | 0.57 | 0.00 | 0.69 | 0.78 | 0.73 | 0.80 |\n| brain pericyte | 54 | 0.83 | 0.86 | 0.84 | 0.79 | 0.00 | 0.89 | 0.97 | 0.94 | 0.91 |\n| neuron | 55 | 0.74 | 0.77 | 0.63 | 0.67 | 0.00 | 0.73 | 0.92 | 0.90 | 0.90 |\n| granulocytopoietic cell | 40 | 0.67 | 0.83 | 0.79 | 0.77 | 0.00 | 0.58 | 0.92 | 0.90 | 0.90 |\n| fibroblast of lung | 44 | 0.97 | 0.98 | 0.93 | 0.93 | 0.00 | 0.90 | 0.97 | 0.98 | 1.00 |\n| aortic endothelial cell | 16 | 0.00 | 0.00 | 0.00 | 0.08 | 0.00 | 0.04 | 0.24 | 0.19 | 0.00 |\n| kidney collecting duct epithelial cell | 44 | 0.74 | 0.84 | 0.80 | 0.75 | 0.00 | 0.92 | 0.99 | 0.99 | 0.97 |\n| epithelial cell | 50 | 0.31 | 0.18 | 0.25 | 0.30 | 0.00 | 0.30 | 0.62 | 0.62 | 0.53 |\n| late pro-B cell | 47 | 0.85 | 0.97 | 0.91 | 0.83 | 0.00 | 0.93 | 0.96 | 0.96 | 0.99 |\n| basal epithelial cell of tracheobronchial tree | 47 | 0.72 | 0.75 | 0.61 | 0.45 | 0.00 | 0.40 | 0.85 | 0.80 | 0.88 |\n| regular atrial cardiac myocyte | 42 | 0.56 | 0.64 | 0.68 | 0.68 | 0.00 | 0.58 | 0.69 | 0.72 | 0.76 |\n| epithelial cell of proximal tubule | 32 | 0.69 | 0.78 | 0.73 | 0.71 | 0.00 | 0.86 | 0.97 | 0.94 | 0.95 |\n| endocardial cell | 32 | 0.92 | 0.92 | 0.95 | 0.77 | 0.00 | 0.88 | 0.95 | 0.94 | 0.95 |\n| myeloid dendritic cell | 36 | 0.48 | 0.59 | 0.17 | 0.48 | 0.00 | 0.50 | 0.69 | 0.68 | 0.69 |\n| stromal cell | 29 | 0.15 | 0.32 | 0.13 | 0.11 | 0.00 | 0.42 | 0.64 | 0.52 | 0.64 |\n| mature alpha-beta T cell | 38 | 0.32 | 0.30 | 0.38 | 0.13 | 0.00 | 0.24 | 0.43 | 0.59 | 0.36 |\n| cardiac valve cell | 32 | 0.84 | 0.94 | 0.87 | 0.82 | 0.00 | 0.90 | 0.95 | 0.94 | 0.97 |\n| pancreatic ductal cell | 25 | 0.96 | 0.96 | 0.94 | 0.84 | 0.00 | 0.85 | 0.96 | 0.90 | 0.94 |\n| oligodendrocyte precursor cell | 28 | 0.98 | 1.00 | 0.95 | 0.98 | 0.00 | 1.00 | 1.00 | 0.98 | 1.00 |\n| adventitial cell | 22 | 0.67 | 0.61 | 0.14 | 0.16 | 0.00 | 0.19 | 0.75 | 0.63 | 0.82 |\n| chondrocyte | 29 | 0.94 | 0.91 | 0.93 | 0.85 | 0.00 | 0.85 | 0.89 | 0.89 | 0.95 |\n| Kupffer cell | 35 | 0.88 | 0.90 | 0.69 | 0.78 | 0.00 | 0.83 | 0.94 | 0.89 | 0.94 |\n| fenestrated endothelial cell | 11 | 0.78 | 0.80 | 0.64 | 0.00 | 0.00 | 0.25 | 0.91 | 0.75 | 0.95 |\n| granulocyte monocyte progenitor cell | 23 | 0.48 | 0.71 | 0.66 | 0.76 | 0.00 | 0.70 | 0.77 | 0.75 | 0.72 |\n| interneuron | 11 | 0.49 | 0.58 | 0.67 | 0.56 | 0.00 | 0.71 | 0.85 | 0.75 | 0.73 |\n| myeloid leukocyte | 13 | 0.00 | 0.27 | 0.27 | 0.42 | 0.00 | 0.29 | 0.50 | 0.34 | 0.53 |\n| classical monocyte | 11 | 0.00 | 0.27 | 0.13 | 0.24 | 0.00 | 0.32 | 0.56 | 0.56 | 0.64 |\n| mature NK T cell | 17 | 0.33 | 0.26 | 0.36 | 0.18 | 0.00 | 0.17 | 0.50 | 0.43 | 0.44 |\n| pancreatic D cell | 16 | 0.91 | 0.94 | 0.85 | 0.80 | 0.00 | 0.84 | 0.89 | 0.86 | 0.86 |\n| brush cell of epithelium proper of large intestine | 17 | 0.78 | 0.70 | 0.21 | 0.70 | 0.00 | 0.88 | 0.97 | 0.82 | 0.89 |\n| pulmonary alveolar type 2 cell | 21 | 0.98 | 0.93 | 0.95 | 0.88 | 0.00 | 0.86 | 0.93 | 0.91 | 0.98 |\n| epithelial cell of thymus | 12 | 0.29 | 0.15 | 0.00 | 0.30 | 0.00 | 0.09 | 0.50 | 0.30 | 0.44 |\n| enteroendocrine cell | 18 | 0.94 | 0.81 | 0.73 | 0.65 | 0.00 | 0.67 | 0.88 | 0.94 | 0.92 |\n| leukocyte | 16 | 0.00 | 0.45 | 0.22 | 0.12 | 0.00 | 0.08 | 0.36 | 0.56 | 0.40 |\n| kidney collecting duct principal cell | 14 | 0.00 | 0.77 | 0.77 | 0.52 | 0.00 | 0.81 | 1.00 | 0.85 | 0.96 |\n| neutrophil | 18 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.33 | 0.52 | 0.52 | 0.43 |\n| vein endothelial cell | 9 | 0.00 | 0.50 | 0.44 | 0.00 | 0.00 | 0.59 | 0.80 | 0.74 | 0.62 |\n| neuroepithelial stem cell | 12 | 0.00 | 0.29 | 0.15 | 0.27 | 0.00 | 0.43 | 0.81 | 0.51 | 0.76 |\n| non-classical monocyte | 14 | 0.42 | 0.39 | 0.33 | 0.11 | 0.00 | 0.17 | 0.55 | 0.53 | 0.53 |\n| kidney loop of Henle ascending limb epithelial cell | 9 | 0.56 | 0.80 | 0.76 | 0.70 | 0.00 | 0.82 | 0.95 | 0.94 | 1.00 |\n| regular ventricular cardiac myocyte | 9 | 0.57 | 0.00 | 0.82 | 0.74 | 0.00 | 0.82 | 0.86 | 0.95 | 0.95 |\n| smooth muscle cell of trachea | 17 | 0.00 | 0.00 | 0.24 | 0.11 | 0.00 | 0.32 | 0.72 | 0.51 | 0.50 |\n| professional antigen presenting cell | 1 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.12 | 0.13 | 0.29 | 0.50 |\n| smooth muscle cell of the pulmonary artery | 11 | 0.56 | 0.53 | 0.43 | 0.13 | 0.00 | 0.38 | 0.70 | 0.56 | 0.78 |\n| proerythroblast | 14 | 0.00 | 0.00 | 0.00 | 0.24 | 0.00 | 0.19 | 0.44 | 0.42 | 0.25 |\n| medium spiny neuron | 8 | 1.00 | 0.86 | 0.47 | 0.61 | 0.00 | 0.64 | 1.00 | 0.94 | 1.00 |\n| smooth muscle cell | 10 | 0.00 | 0.89 | 0.31 | 0.17 | 0.00 | 0.44 | 0.91 | 0.78 | 0.80 |\n| endothelial cell of lymphatic vessel | 8 | 0.39 | 0.46 | 0.77 | 0.50 | 0.00 | 0.47 | 0.64 | 0.57 | 0.67 |\n| neural stem cell | 10 | 0.77 | 0.78 | 0.43 | 1.00 | 0.00 | 0.95 | 0.95 | 0.90 | 0.95 |\n| mesangial cell | 3 | 0.00 | 0.00 | 0.50 | 0.50 | 0.00 | 0.10 | 0.55 | 0.33 | 0.67 |\n| megakaryocyte-erythroid progenitor cell | 5 | 0.00 | 0.55 | 0.67 | 0.73 | 0.00 | 0.67 | 0.36 | 0.75 | 0.60 |\n| mucus secreting cell | 9 | 0.64 | 0.64 | 0.71 | 0.80 | 0.00 | 0.72 | 1.00 | 1.00 | 0.94 |\n| early pro-B cell | 6 | 0.86 | 0.73 | 0.50 | 0.59 | 0.00 | 0.63 | 0.91 | 0.91 | 0.83 |\n| pancreatic PP cell | 7 | 0.00 | 0.83 | 0.44 | 0.00 | 0.00 | 0.57 | 0.77 | 0.77 | 0.60 |\n| basophil | 8 | 0.80 | 0.55 | 0.67 | 0.82 | 0.00 | 0.73 | 0.70 | 1.00 | 0.88 |\n| ciliated columnar cell of tracheobronchial tree | 5 | 0.89 | 0.91 | 0.80 | 0.71 | 0.00 | 0.83 | 1.00 | 0.89 | 0.91 |\n| dendritic cell | 10 | 0.00 | 0.31 | 0.00 | 0.48 | 0.00 | 0.56 | 0.84 | 0.95 | 0.84 |\n| ependymal cell | 5 | 0.00 | 0.67 | 0.67 | 0.91 | 0.00 | 0.77 | 0.91 | 0.83 | 0.83 |\n| Bergmann glial cell | 5 | 0.00 | 0.89 | 0.75 | 1.00 | 0.00 | 0.91 | 1.00 | 0.75 | 1.00 |\n| pulmonary interstitial fibroblast | 2 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 |\n| pancreatic stellate cell | 7 | 0.83 | 0.60 | 0.83 | 0.22 | 0.00 | 0.13 | 0.86 | 0.83 | 0.73 |\n| regulatory T cell | 4 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.29 | 0.00 | 0.00 | 0.00 |\n| fibrocyte | 3 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 |\n| pericyte | 4 | 0.00 | 0.67 | 0.40 | 0.40 | 0.00 | 0.75 | 0.86 | 0.86 | 0.67 |\n| respiratory basal cell | 4 | 0.00 | 0.00 | 0.80 | 0.25 | 0.00 | 0.30 | 1.00 | 0.86 | 1.00 |\n| plasma cell | 2 | 0.16 | 0.00 | 0.00 | 0.00 | 0.00 | 0.16 | 0.33 | 0.36 | 0.40 |\n| club cell | 2 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.25 | 0.67 | 0.50 | 0.00 |\n| kidney interstitial fibroblast | 1 | 0.00 | 0.00 | 1.00 | 0.67 | 0.00 | 0.50 | 1.00 | 1.00 | 1.00 |\n| lymphoid lineage restricted progenitor cell | 4 | 0.86 | 0.00 | 0.00 | 0.40 | 0.00 | 0.42 | 1.00 | 1.00 | 0.86 |\n| intermediate monocyte | 0 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 |\n| lymphocyte | 1 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.67 | 0.00 | 0.00 |\n| lung macrophage | 0 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 |\n| plasmacytoid dendritic cell | 0 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 |\n| lung neuroendocrine cell | 0 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 |\n| pulmonary alveolar type 1 cell | 0 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 |",
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+ "ref_accuracy": "| Cell Type | N cells | celltypist | knn bbknn | knn harmony | knn on scvi | onclass | scanvi | svm | xgboost | Consensus Prediction |\n| --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- |\n| microglial cell | 11924 | 0.99 | 0.99 | 0.92 | 0.98 | 0.00 | 0.95 | 0.99 | 0.99 | 0.99 |\n| B cell | 5060 | 0.65 | 0.71 | 0.78 | 0.75 | 0.00 | 0.90 | 0.69 | 0.72 | 0.83 |\n| endothelial cell | 4417 | 0.79 | 0.82 | 0.82 | 0.73 | 0.00 | 0.87 | 0.86 | 0.85 | 0.93 |\n| mesenchymal stem cell of adipose tissue | 4227 | 0.85 | 0.88 | 0.76 | 0.67 | 0.00 | 0.95 | 0.94 | 0.90 | 0.95 |\n| basal cell of epidermis | 3803 | 0.87 | 0.90 | 0.89 | 0.82 | 0.00 | 0.87 | 0.92 | 0.91 | 0.93 |\n| fibroblast of cardiac tissue | 3549 | 0.92 | 0.91 | 0.74 | 0.63 | 0.00 | 0.94 | 0.95 | 0.93 | 0.96 |\n| hematopoietic stem cell | 2975 | 0.93 | 0.94 | 0.93 | 0.94 | 0.00 | 0.95 | 0.96 | 0.96 | 0.97 |\n| granulocyte | 2690 | 0.88 | 0.92 | 0.87 | 0.92 | 0.00 | 0.90 | 0.95 | 0.94 | 0.95 |\n| naive B cell | 2673 | 0.44 | 0.03 | 0.63 | 0.47 | 0.00 | 0.87 | 0.62 | 0.65 | 0.68 |\n| skeletal muscle satellite cell | 2423 | 0.98 | 0.97 | 0.87 | 0.90 | 0.00 | 0.96 | 0.98 | 0.98 | 0.98 |\n| endothelial cell of coronary artery | 2408 | 0.75 | 0.76 | 0.75 | 0.57 | 0.00 | 0.93 | 0.90 | 0.89 | 0.95 |\n| keratinocyte stem cell | 2350 | 0.94 | 0.94 | 0.93 | 0.86 | 0.00 | 0.96 | 0.96 | 0.96 | 0.97 |\n| myeloid cell | 2334 | 0.57 | 0.66 | 0.63 | 0.59 | 0.00 | 0.78 | 0.79 | 0.78 | 0.83 |\n| enterocyte of epithelium of large intestine | 2280 | 0.92 | 0.93 | 0.94 | 0.87 | 0.00 | 0.93 | 0.96 | 0.94 | 0.95 |\n| macrophage | 2208 | 0.46 | 0.48 | 0.61 | 0.54 | 0.00 | 0.66 | 0.61 | 0.64 | 0.71 |\n| basal cell | 1924 | 0.99 | 0.99 | 0.97 | 0.84 | 0.00 | 0.94 | 0.99 | 0.99 | 0.99 |\n| bronchial smooth muscle cell | 1906 | 0.94 | 0.93 | 0.79 | 0.69 | 0.00 | 0.90 | 0.97 | 0.96 | 0.97 |\n| oligodendrocyte | 1900 | 0.99 | 0.99 | 0.96 | 0.99 | 0.00 | 0.99 | 1.00 | 0.99 | 0.99 |\n| DN4 thymocyte | 1566 | 0.61 | 0.57 | 0.59 | 0.62 | 0.00 | 0.91 | 0.85 | 0.85 | 0.85 |\n| epithelial cell of large intestine | 1522 | 0.85 | 0.87 | 0.82 | 0.75 | 0.00 | 0.89 | 0.96 | 0.93 | 0.93 |\n| thymocyte | 1457 | 0.88 | 0.90 | 0.72 | 0.85 | 0.00 | 0.92 | 0.95 | 0.96 | 0.95 |\n| large intestine goblet cell | 1436 | 0.78 | 0.83 | 0.86 | 0.85 | 0.00 | 0.89 | 0.95 | 0.93 | 0.94 |\n| intestinal crypt stem cell | 1438 | 0.88 | 0.90 | 0.90 | 0.85 | 0.00 | 0.89 | 0.95 | 0.92 | 0.94 |\n| mesenchymal stem cell | 1284 | 0.62 | 0.68 | 0.54 | 0.41 | 0.00 | 0.88 | 0.90 | 0.84 | 0.91 |\n| bladder urothelial cell | 1275 | 0.98 | 0.94 | 0.91 | 0.84 | 0.00 | 0.98 | 0.99 | 0.99 | 0.99 |\n| type B pancreatic cell | 1211 | 0.96 | 0.96 | 0.88 | 0.93 | 0.00 | 0.97 | 0.98 | 0.98 | 0.97 |\n| fibroblast | 1215 | 0.55 | 0.55 | 0.38 | 0.34 | 0.00 | 0.93 | 0.93 | 0.85 | 0.90 |\n| T cell | 1190 | 0.47 | 0.50 | 0.46 | 0.50 | 0.00 | 0.70 | 0.74 | 0.77 | 0.72 |\n| monocyte | 1151 | 0.56 | 0.71 | 0.78 | 0.63 | 0.00 | 0.80 | 0.87 | 0.83 | 0.90 |\n| keratinocyte | 1093 | 0.81 | 0.89 | 0.88 | 0.74 | 0.00 | 0.77 | 0.92 | 0.89 | 0.93 |\n| CD4-positive, alpha-beta T cell | 1051 | 0.48 | 0.55 | 0.60 | 0.53 | 0.00 | 0.71 | 0.71 | 0.79 | 0.77 |\n| hepatocyte | 1038 | 0.93 | 0.95 | 0.93 | 0.90 | 0.00 | 0.96 | 0.98 | 0.98 | 0.98 |\n| CD8-positive, alpha-beta T cell | 963 | 0.49 | 0.50 | 0.54 | 0.53 | 0.00 | 0.73 | 0.75 | 0.79 | 0.72 |\n| promonocyte | 920 | 0.53 | 0.59 | 0.90 | 0.57 | 0.00 | 0.85 | 0.87 | 0.87 | 0.93 |\n| bladder cell | 921 | 0.98 | 0.98 | 0.90 | 0.67 | 0.00 | 0.99 | 0.99 | 0.97 | 0.99 |\n| natural killer cell | 784 | 0.70 | 0.76 | 0.69 | 0.75 | 0.00 | 0.85 | 0.87 | 0.89 | 0.86 |\n| precursor B cell | 772 | 0.80 | 0.82 | 0.81 | 0.78 | 0.00 | 0.91 | 0.96 | 0.95 | 0.94 |\n| luminal epithelial cell of mammary gland | 695 | 0.95 | 0.96 | 0.98 | 0.94 | 0.00 | 0.99 | 0.99 | 0.99 | 0.99 |\n| endothelial cell of hepatic sinusoid | 561 | 0.93 | 0.95 | 0.88 | 0.61 | 0.00 | 0.90 | 0.98 | 0.98 | 0.98 |\n| astrocyte | 521 | 0.91 | 0.94 | 0.91 | 0.93 | 0.00 | 0.97 | 1.00 | 0.99 | 0.98 |\n| immature B cell | 537 | 0.66 | 0.50 | 0.46 | 0.39 | 0.00 | 0.75 | 0.76 | 0.80 | 0.87 |\n| pancreatic acinar cell | 511 | 0.93 | 0.95 | 0.90 | 0.90 | 0.00 | 0.95 | 0.98 | 0.99 | 0.98 |\n| secretory cell | 507 | 0.63 | 0.47 | 0.70 | 0.69 | 0.00 | 0.86 | 0.94 | 0.91 | 0.92 |\n| pancreatic A cell | 473 | 0.84 | 0.88 | 0.80 | 0.84 | 0.00 | 0.93 | 0.97 | 0.96 | 0.91 |\n| epidermal cell | 450 | 0.71 | 0.68 | 0.75 | 0.68 | 0.00 | 0.73 | 0.82 | 0.82 | 0.83 |\n| brain pericyte | 430 | 0.79 | 0.82 | 0.78 | 0.80 | 0.00 | 0.93 | 0.99 | 0.98 | 0.92 |\n| neuron | 429 | 0.74 | 0.70 | 0.62 | 0.78 | 0.00 | 0.90 | 0.96 | 0.95 | 0.95 |\n| granulocytopoietic cell | 443 | 0.65 | 0.86 | 0.85 | 0.82 | 0.00 | 0.69 | 0.93 | 0.92 | 0.92 |\n| fibroblast of lung | 437 | 0.94 | 0.96 | 0.84 | 0.88 | 0.00 | 0.97 | 0.99 | 0.99 | 0.99 |\n| aortic endothelial cell | 421 | 0.00 | 0.01 | 0.19 | 0.21 | 0.00 | 0.77 | 0.56 | 0.55 | 0.83 |\n| kidney collecting duct epithelial cell | 393 | 0.72 | 0.79 | 0.82 | 0.77 | 0.00 | 0.94 | 1.00 | 0.99 | 0.98 |\n| epithelial cell | 375 | 0.30 | 0.04 | 0.51 | 0.47 | 0.00 | 0.72 | 0.79 | 0.76 | 0.80 |\n| late pro-B cell | 364 | 0.81 | 0.90 | 0.88 | 0.84 | 0.00 | 0.95 | 0.98 | 0.98 | 0.97 |\n| basal epithelial cell of tracheobronchial tree | 357 | 0.70 | 0.64 | 0.70 | 0.57 | 0.00 | 0.78 | 0.94 | 0.89 | 0.94 |\n| regular atrial cardiac myocyte | 355 | 0.55 | 0.61 | 0.69 | 0.62 | 0.00 | 0.79 | 0.88 | 0.88 | 0.86 |\n| epithelial cell of proximal tubule | 356 | 0.70 | 0.73 | 0.79 | 0.78 | 0.00 | 0.92 | 0.99 | 0.99 | 0.97 |\n| endocardial cell | 343 | 0.93 | 0.93 | 0.94 | 0.80 | 0.00 | 0.88 | 0.96 | 0.97 | 0.98 |\n| myeloid dendritic cell | 337 | 0.47 | 0.49 | 0.80 | 0.54 | 0.00 | 0.80 | 0.85 | 0.81 | 0.84 |\n| stromal cell | 311 | 0.20 | 0.24 | 0.55 | 0.54 | 0.00 | 0.88 | 0.76 | 0.67 | 0.92 |\n| mature alpha-beta T cell | 292 | 0.34 | 0.22 | 0.56 | 0.31 | 0.00 | 0.81 | 0.78 | 0.85 | 0.77 |\n| cardiac valve cell | 283 | 0.80 | 0.91 | 0.79 | 0.76 | 0.00 | 0.96 | 0.96 | 0.96 | 0.93 |\n| pancreatic ductal cell | 288 | 0.99 | 0.95 | 0.97 | 0.94 | 0.00 | 0.98 | 0.99 | 0.99 | 0.99 |\n| oligodendrocyte precursor cell | 284 | 0.93 | 0.98 | 0.95 | 0.97 | 0.00 | 0.99 | 1.00 | 0.99 | 1.00 |\n| adventitial cell | 264 | 0.56 | 0.54 | 0.51 | 0.13 | 0.00 | 0.89 | 0.88 | 0.78 | 0.92 |\n| chondrocyte | 246 | 0.84 | 0.77 | 0.88 | 0.77 | 0.00 | 0.91 | 0.96 | 0.96 | 0.95 |\n| Kupffer cell | 227 | 0.79 | 0.71 | 0.84 | 0.72 | 0.00 | 0.82 | 0.98 | 0.98 | 0.98 |\n| fenestrated endothelial cell | 250 | 0.71 | 0.70 | 0.44 | 0.31 | 0.00 | 0.78 | 0.93 | 0.93 | 0.96 |\n| granulocyte monocyte progenitor cell | 227 | 0.56 | 0.77 | 0.82 | 0.81 | 0.00 | 0.85 | 0.90 | 0.88 | 0.88 |\n| interneuron | 229 | 0.69 | 0.69 | 0.70 | 0.76 | 0.00 | 0.90 | 0.97 | 0.95 | 0.92 |\n| myeloid leukocyte | 196 | 0.00 | 0.07 | 0.72 | 0.14 | 0.00 | 0.81 | 0.82 | 0.86 | 0.94 |\n| classical monocyte | 190 | 0.00 | 0.37 | 0.60 | 0.39 | 0.00 | 0.84 | 0.87 | 0.85 | 0.90 |\n| mature NK T cell | 182 | 0.34 | 0.16 | 0.50 | 0.29 | 0.00 | 0.68 | 0.85 | 0.89 | 0.90 |\n| pancreatic D cell | 175 | 0.88 | 0.90 | 0.85 | 0.86 | 0.00 | 0.95 | 0.98 | 0.97 | 0.97 |\n| brush cell of epithelium proper of large intestine | 158 | 0.80 | 0.76 | 0.72 | 0.77 | 0.00 | 0.93 | 0.98 | 0.97 | 0.94 |\n| pulmonary alveolar type 2 cell | 144 | 0.93 | 0.90 | 0.92 | 0.89 | 0.00 | 0.94 | 0.98 | 0.97 | 0.97 |\n| epithelial cell of thymus | 153 | 0.20 | 0.01 | 0.40 | 0.48 | 0.00 | 0.56 | 0.91 | 0.74 | 0.92 |\n| enteroendocrine cell | 143 | 0.89 | 0.70 | 0.64 | 0.76 | 0.00 | 0.89 | 0.99 | 0.98 | 0.97 |\n| leukocyte | 142 | 0.00 | 0.35 | 0.64 | 0.09 | 0.00 | 0.52 | 0.73 | 0.84 | 0.91 |\n| kidney collecting duct principal cell | 141 | 0.00 | 0.79 | 0.83 | 0.61 | 0.00 | 0.93 | 1.00 | 0.98 | 0.99 |\n| neutrophil | 135 | 0.00 | 0.01 | 0.06 | 0.23 | 0.00 | 0.85 | 0.74 | 0.71 | 0.79 |\n| vein endothelial cell | 143 | 0.00 | 0.66 | 0.73 | 0.17 | 0.00 | 0.72 | 0.95 | 0.90 | 0.89 |\n| neuroepithelial stem cell | 139 | 0.00 | 0.04 | 0.76 | 0.57 | 0.00 | 0.73 | 0.94 | 0.83 | 0.94 |\n| non-classical monocyte | 134 | 0.39 | 0.40 | 0.47 | 0.21 | 0.00 | 0.84 | 0.78 | 0.72 | 0.78 |\n| kidney loop of Henle ascending limb epithelial cell | 134 | 0.64 | 0.82 | 0.87 | 0.72 | 0.00 | 0.91 | 1.00 | 1.00 | 0.98 |\n| regular ventricular cardiac myocyte | 134 | 0.59 | 0.00 | 0.83 | 0.75 | 0.00 | 0.92 | 0.97 | 0.99 | 0.97 |\n| smooth muscle cell of trachea | 108 | 0.00 | 0.10 | 0.41 | 0.20 | 0.00 | 0.86 | 0.84 | 0.80 | 0.77 |\n| professional antigen presenting cell | 117 | 0.00 | 0.09 | 0.33 | 0.52 | 0.00 | 0.84 | 0.84 | 0.86 | 0.89 |\n| smooth muscle cell of the pulmonary artery | 99 | 0.44 | 0.60 | 0.75 | 0.44 | 0.00 | 0.67 | 0.84 | 0.82 | 0.86 |\n| proerythroblast | 93 | 0.00 | 0.04 | 0.18 | 0.26 | 0.00 | 0.77 | 0.80 | 0.87 | 0.82 |\n| medium spiny neuron | 95 | 0.98 | 0.95 | 0.87 | 0.79 | 0.00 | 0.94 | 1.00 | 0.99 | 0.99 |\n| smooth muscle cell | 93 | 0.00 | 0.42 | 0.64 | 0.35 | 0.00 | 0.86 | 0.93 | 0.94 | 0.93 |\n| endothelial cell of lymphatic vessel | 91 | 0.45 | 0.42 | 0.91 | 0.64 | 0.00 | 0.70 | 0.77 | 0.73 | 0.80 |\n| neural stem cell | 87 | 0.71 | 0.77 | 0.73 | 0.87 | 0.00 | 0.94 | 0.99 | 0.97 | 0.98 |\n| mesangial cell | 86 | 0.00 | 0.21 | 0.29 | 0.31 | 0.00 | 0.61 | 0.85 | 0.81 | 0.88 |\n| megakaryocyte-erythroid progenitor cell | 75 | 0.00 | 0.52 | 0.73 | 0.71 | 0.00 | 0.69 | 0.84 | 0.94 | 0.97 |\n| mucus secreting cell | 64 | 0.59 | 0.63 | 0.84 | 0.79 | 0.00 | 0.88 | 1.00 | 0.98 | 0.98 |\n| early pro-B cell | 66 | 0.68 | 0.73 | 0.75 | 0.74 | 0.00 | 0.71 | 0.99 | 0.99 | 0.94 |\n| pancreatic PP cell | 64 | 0.00 | 0.48 | 0.39 | 0.24 | 0.00 | 0.87 | 0.99 | 0.98 | 0.74 |\n| basophil | 63 | 0.56 | 0.54 | 0.56 | 0.79 | 0.00 | 0.76 | 0.91 | 0.86 | 0.88 |\n| ciliated columnar cell of tracheobronchial tree | 65 | 0.79 | 0.93 | 0.88 | 0.84 | 0.00 | 0.91 | 0.99 | 1.00 | 0.99 |\n| dendritic cell | 52 | 0.00 | 0.35 | 0.65 | 0.52 | 0.00 | 0.78 | 0.83 | 0.80 | 0.85 |\n| ependymal cell | 50 | 0.00 | 0.67 | 0.92 | 0.92 | 0.00 | 0.94 | 1.00 | 1.00 | 0.99 |\n| Bergmann glial cell | 49 | 0.00 | 0.72 | 0.75 | 0.79 | 0.00 | 0.90 | 1.00 | 0.99 | 0.91 |\n| pulmonary interstitial fibroblast | 47 | 0.75 | 0.69 | 0.68 | 0.72 | 0.00 | 0.94 | 0.97 | 0.89 | 0.97 |\n| pancreatic stellate cell | 41 | 0.86 | 0.56 | 0.72 | 0.33 | 0.00 | 0.57 | 0.89 | 0.90 | 0.89 |\n| regulatory T cell | 43 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.54 | 0.72 | 0.89 | 0.38 |\n| fibrocyte | 35 | 0.00 | 0.00 | 0.16 | 0.26 | 0.00 | 0.68 | 0.79 | 0.90 | 0.89 |\n| pericyte | 34 | 0.00 | 0.81 | 0.63 | 0.59 | 0.00 | 0.90 | 0.93 | 0.94 | 0.93 |\n| respiratory basal cell | 30 | 0.00 | 0.00 | 0.78 | 0.59 | 0.00 | 0.53 | 0.95 | 0.95 | 0.98 |\n| plasma cell | 23 | 0.16 | 0.00 | 0.30 | 0.00 | 0.00 | 0.21 | 0.52 | 0.39 | 0.35 |\n| club cell | 20 | 0.00 | 0.10 | 0.33 | 0.53 | 0.00 | 0.79 | 1.00 | 0.91 | 0.79 |\n| kidney interstitial fibroblast | 15 | 0.00 | 0.00 | 0.24 | 0.77 | 0.00 | 0.48 | 0.88 | 0.94 | 1.00 |\n| lymphoid lineage restricted progenitor cell | 9 | 0.88 | 0.00 | 0.62 | 0.20 | 0.00 | 0.39 | 1.00 | 0.90 | 0.88 |\n| intermediate monocyte | 12 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.76 | 0.80 | 1.00 | 0.15 |\n| lymphocyte | 9 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.64 | 0.82 | 0.95 | 0.20 |\n| lung macrophage | 9 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.32 | 0.82 | 0.82 | 0.88 |\n| plasmacytoid dendritic cell | 6 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.35 | 0.39 | 0.67 | 0.00 |\n| lung neuroendocrine cell | 4 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.89 | 1.00 | 1.00 | 1.00 |\n| pulmonary alveolar type 1 cell | 4 | 0.00 | 0.00 | 0.40 | 0.00 | 0.00 | 0.40 | 1.00 | 1.00 | 1.00 |"
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  "ENSMUSG00000000817",
41
- "ENSMUSG00000000876",
42
  "ENSMUSG00000000903",
43
  "ENSMUSG00000000915",
44
- "ENSMUSG00000000942",
45
  "ENSMUSG00000000982",
46
  "ENSMUSG00000000983",
47
  "ENSMUSG00000001020",
48
  "ENSMUSG00000001025",
49
- "ENSMUSG00000001027",
50
  "ENSMUSG00000001029",
51
  "ENSMUSG00000001036",
52
  "ENSMUSG00000001062",
@@ -55,6 +51,7 @@
55
  "ENSMUSG00000001138",
56
  "ENSMUSG00000001150",
57
  "ENSMUSG00000001155",
 
58
  "ENSMUSG00000001249",
59
  "ENSMUSG00000001260",
60
  "ENSMUSG00000001270",
@@ -62,10 +59,12 @@
62
  "ENSMUSG00000001334",
63
  "ENSMUSG00000001348",
64
  "ENSMUSG00000001349",
 
65
  "ENSMUSG00000001403",
66
  "ENSMUSG00000001444",
67
  "ENSMUSG00000001493",
68
  "ENSMUSG00000001494",
 
69
  "ENSMUSG00000001506",
70
  "ENSMUSG00000001508",
71
  "ENSMUSG00000001520",
@@ -78,9 +77,7 @@
78
  "ENSMUSG00000001739",
79
  "ENSMUSG00000001750",
80
  "ENSMUSG00000001751",
81
- "ENSMUSG00000001773",
82
  "ENSMUSG00000001785",
83
- "ENSMUSG00000001786",
84
  "ENSMUSG00000001827",
85
  "ENSMUSG00000001833",
86
  "ENSMUSG00000001864",
@@ -99,18 +96,16 @@
99
  "ENSMUSG00000002103",
100
  "ENSMUSG00000002108",
101
  "ENSMUSG00000002204",
102
- "ENSMUSG00000002233",
103
  "ENSMUSG00000002274",
104
  "ENSMUSG00000002279",
105
  "ENSMUSG00000002289",
106
  "ENSMUSG00000002329",
107
  "ENSMUSG00000002341",
108
  "ENSMUSG00000002342",
109
- "ENSMUSG00000002428",
110
  "ENSMUSG00000002500",
111
  "ENSMUSG00000002504",
112
  "ENSMUSG00000002588",
113
- "ENSMUSG00000002660",
114
  "ENSMUSG00000002732",
115
  "ENSMUSG00000002768",
116
  "ENSMUSG00000002769",
@@ -121,7 +116,6 @@
121
  "ENSMUSG00000002847",
122
  "ENSMUSG00000002930",
123
  "ENSMUSG00000002944",
124
- "ENSMUSG00000002983",
125
  "ENSMUSG00000002985",
126
  "ENSMUSG00000003038",
127
  "ENSMUSG00000003053",
@@ -157,6 +151,7 @@
157
  "ENSMUSG00000004035",
158
  "ENSMUSG00000004038",
159
  "ENSMUSG00000004044",
 
160
  "ENSMUSG00000004070",
161
  "ENSMUSG00000004098",
162
  "ENSMUSG00000004113",
@@ -168,7 +163,6 @@
168
  "ENSMUSG00000004359",
169
  "ENSMUSG00000004360",
170
  "ENSMUSG00000004366",
171
- "ENSMUSG00000004371",
172
  "ENSMUSG00000004415",
173
  "ENSMUSG00000004446",
174
  "ENSMUSG00000004473",
@@ -177,7 +171,6 @@
177
  "ENSMUSG00000004609",
178
  "ENSMUSG00000004612",
179
  "ENSMUSG00000004630",
180
- "ENSMUSG00000004631",
181
  "ENSMUSG00000004633",
182
  "ENSMUSG00000004655",
183
  "ENSMUSG00000004661",
@@ -186,6 +179,7 @@
186
  "ENSMUSG00000004791",
187
  "ENSMUSG00000004814",
188
  "ENSMUSG00000004815",
 
189
  "ENSMUSG00000004837",
190
  "ENSMUSG00000004872",
191
  "ENSMUSG00000004892",
@@ -194,18 +188,18 @@
194
  "ENSMUSG00000004929",
195
  "ENSMUSG00000004933",
196
  "ENSMUSG00000004951",
 
197
  "ENSMUSG00000005078",
198
  "ENSMUSG00000005089",
 
199
  "ENSMUSG00000005107",
200
  "ENSMUSG00000005232",
201
  "ENSMUSG00000005237",
202
  "ENSMUSG00000005267",
203
  "ENSMUSG00000005268",
204
  "ENSMUSG00000005339",
205
- "ENSMUSG00000005357",
206
  "ENSMUSG00000005360",
207
  "ENSMUSG00000005364",
208
- "ENSMUSG00000005370",
209
  "ENSMUSG00000005373",
210
  "ENSMUSG00000005397",
211
  "ENSMUSG00000005413",
@@ -218,16 +212,18 @@
218
  "ENSMUSG00000005640",
219
  "ENSMUSG00000005681",
220
  "ENSMUSG00000005716",
 
221
  "ENSMUSG00000005800",
222
  "ENSMUSG00000005871",
223
  "ENSMUSG00000005958",
224
  "ENSMUSG00000005980",
225
  "ENSMUSG00000005983",
226
  "ENSMUSG00000006014",
 
227
  "ENSMUSG00000006143",
 
228
  "ENSMUSG00000006216",
229
  "ENSMUSG00000006221",
230
- "ENSMUSG00000006235",
231
  "ENSMUSG00000006269",
232
  "ENSMUSG00000006273",
233
  "ENSMUSG00000006310",
@@ -240,6 +236,7 @@
240
  "ENSMUSG00000006386",
241
  "ENSMUSG00000006390",
242
  "ENSMUSG00000006398",
 
243
  "ENSMUSG00000006435",
244
  "ENSMUSG00000006469",
245
  "ENSMUSG00000006476",
@@ -255,12 +252,11 @@
255
  "ENSMUSG00000006675",
256
  "ENSMUSG00000006777",
257
  "ENSMUSG00000006782",
258
- "ENSMUSG00000006920",
259
  "ENSMUSG00000007021",
260
  "ENSMUSG00000007097",
261
- "ENSMUSG00000007107",
262
  "ENSMUSG00000007122",
263
  "ENSMUSG00000007216",
 
264
  "ENSMUSG00000007594",
265
  "ENSMUSG00000007653",
266
  "ENSMUSG00000007655",
@@ -276,6 +272,7 @@
276
  "ENSMUSG00000008496",
277
  "ENSMUSG00000008658",
278
  "ENSMUSG00000008734",
 
279
  "ENSMUSG00000008845",
280
  "ENSMUSG00000009092",
281
  "ENSMUSG00000009114",
@@ -284,7 +281,6 @@
284
  "ENSMUSG00000009216",
285
  "ENSMUSG00000009246",
286
  "ENSMUSG00000009281",
287
- "ENSMUSG00000009292",
288
  "ENSMUSG00000009350",
289
  "ENSMUSG00000009394",
290
  "ENSMUSG00000009471",
@@ -298,14 +294,14 @@
298
  "ENSMUSG00000010044",
299
  "ENSMUSG00000010047",
300
  "ENSMUSG00000010064",
301
- "ENSMUSG00000010066",
302
  "ENSMUSG00000010122",
 
303
  "ENSMUSG00000010307",
304
  "ENSMUSG00000010362",
305
  "ENSMUSG00000010476",
306
- "ENSMUSG00000010492",
307
  "ENSMUSG00000010651",
308
  "ENSMUSG00000010803",
 
309
  "ENSMUSG00000011154",
310
  "ENSMUSG00000011267",
311
  "ENSMUSG00000011427",
@@ -314,11 +310,11 @@
314
  "ENSMUSG00000011751",
315
  "ENSMUSG00000012187",
316
  "ENSMUSG00000012428",
 
317
  "ENSMUSG00000013089",
318
- "ENSMUSG00000013236",
319
  "ENSMUSG00000013495",
320
  "ENSMUSG00000013523",
321
- "ENSMUSG00000013539",
322
  "ENSMUSG00000013643",
323
  "ENSMUSG00000013653",
324
  "ENSMUSG00000013698",
@@ -345,13 +341,11 @@
345
  "ENSMUSG00000015085",
346
  "ENSMUSG00000015090",
347
  "ENSMUSG00000015093",
348
- "ENSMUSG00000015134",
349
  "ENSMUSG00000015149",
350
  "ENSMUSG00000015224",
351
  "ENSMUSG00000015312",
352
  "ENSMUSG00000015314",
353
  "ENSMUSG00000015354",
354
- "ENSMUSG00000015377",
355
  "ENSMUSG00000015396",
356
  "ENSMUSG00000015401",
357
  "ENSMUSG00000015405",
@@ -365,18 +359,16 @@
365
  "ENSMUSG00000015709",
366
  "ENSMUSG00000015806",
367
  "ENSMUSG00000015829",
 
368
  "ENSMUSG00000015854",
369
  "ENSMUSG00000015947",
370
- "ENSMUSG00000015981",
371
  "ENSMUSG00000016150",
372
  "ENSMUSG00000016179",
373
  "ENSMUSG00000016194",
374
  "ENSMUSG00000016255",
375
  "ENSMUSG00000016256",
376
- "ENSMUSG00000016346",
377
  "ENSMUSG00000016356",
378
  "ENSMUSG00000016382",
379
- "ENSMUSG00000016458",
380
  "ENSMUSG00000016529",
381
  "ENSMUSG00000016619",
382
  "ENSMUSG00000016624",
@@ -389,7 +381,6 @@
389
  "ENSMUSG00000017144",
390
  "ENSMUSG00000017195",
391
  "ENSMUSG00000017204",
392
- "ENSMUSG00000017299",
393
  "ENSMUSG00000017300",
394
  "ENSMUSG00000017309",
395
  "ENSMUSG00000017311",
@@ -405,17 +396,16 @@
405
  "ENSMUSG00000017740",
406
  "ENSMUSG00000017754",
407
  "ENSMUSG00000017837",
408
- "ENSMUSG00000017950",
409
  "ENSMUSG00000018196",
410
  "ENSMUSG00000018211",
411
  "ENSMUSG00000018238",
412
  "ENSMUSG00000018322",
413
  "ENSMUSG00000018339",
414
  "ENSMUSG00000018381",
 
415
  "ENSMUSG00000018398",
416
  "ENSMUSG00000018411",
417
  "ENSMUSG00000018417",
418
- "ENSMUSG00000018449",
419
  "ENSMUSG00000018451",
420
  "ENSMUSG00000018459",
421
  "ENSMUSG00000018470",
@@ -426,7 +416,6 @@
426
  "ENSMUSG00000018593",
427
  "ENSMUSG00000018623",
428
  "ENSMUSG00000018634",
429
- "ENSMUSG00000018698",
430
  "ENSMUSG00000018776",
431
  "ENSMUSG00000018819",
432
  "ENSMUSG00000018822",
@@ -434,6 +423,7 @@
434
  "ENSMUSG00000018844",
435
  "ENSMUSG00000018865",
436
  "ENSMUSG00000018893",
 
437
  "ENSMUSG00000018907",
438
  "ENSMUSG00000018916",
439
  "ENSMUSG00000018920",
@@ -446,7 +436,6 @@
446
  "ENSMUSG00000019080",
447
  "ENSMUSG00000019102",
448
  "ENSMUSG00000019122",
449
- "ENSMUSG00000019124",
450
  "ENSMUSG00000019146",
451
  "ENSMUSG00000019178",
452
  "ENSMUSG00000019230",
@@ -458,8 +447,10 @@
458
  "ENSMUSG00000019373",
459
  "ENSMUSG00000019489",
460
  "ENSMUSG00000019539",
 
461
  "ENSMUSG00000019762",
462
  "ENSMUSG00000019768",
 
463
  "ENSMUSG00000019789",
464
  "ENSMUSG00000019803",
465
  "ENSMUSG00000019822",
@@ -469,14 +460,13 @@
469
  "ENSMUSG00000019851",
470
  "ENSMUSG00000019864",
471
  "ENSMUSG00000019874",
472
- "ENSMUSG00000019880",
473
  "ENSMUSG00000019890",
474
  "ENSMUSG00000019892",
475
  "ENSMUSG00000019894",
 
476
  "ENSMUSG00000019916",
477
  "ENSMUSG00000019917",
478
  "ENSMUSG00000019929",
479
- "ENSMUSG00000019932",
480
  "ENSMUSG00000019936",
481
  "ENSMUSG00000019987",
482
  "ENSMUSG00000019997",
@@ -489,9 +479,7 @@
489
  "ENSMUSG00000020051",
490
  "ENSMUSG00000020052",
491
  "ENSMUSG00000020053",
492
- "ENSMUSG00000020079",
493
  "ENSMUSG00000020083",
494
- "ENSMUSG00000020089",
495
  "ENSMUSG00000020096",
496
  "ENSMUSG00000020100",
497
  "ENSMUSG00000020101",
@@ -505,7 +493,7 @@
505
  "ENSMUSG00000020170",
506
  "ENSMUSG00000020178",
507
  "ENSMUSG00000020181",
508
- "ENSMUSG00000020211",
509
  "ENSMUSG00000020216",
510
  "ENSMUSG00000020218",
511
  "ENSMUSG00000020231",
@@ -517,11 +505,8 @@
517
  "ENSMUSG00000020323",
518
  "ENSMUSG00000020327",
519
  "ENSMUSG00000020333",
520
- "ENSMUSG00000020335",
521
- "ENSMUSG00000020359",
522
  "ENSMUSG00000020363",
523
  "ENSMUSG00000020381",
524
- "ENSMUSG00000020388",
525
  "ENSMUSG00000020399",
526
  "ENSMUSG00000020405",
527
  "ENSMUSG00000020407",
@@ -539,16 +524,16 @@
539
  "ENSMUSG00000020471",
540
  "ENSMUSG00000020472",
541
  "ENSMUSG00000020473",
542
- "ENSMUSG00000020474",
543
  "ENSMUSG00000020475",
544
  "ENSMUSG00000020486",
545
  "ENSMUSG00000020522",
546
  "ENSMUSG00000020524",
 
547
  "ENSMUSG00000020542",
548
- "ENSMUSG00000020561",
549
  "ENSMUSG00000020577",
550
  "ENSMUSG00000020581",
551
  "ENSMUSG00000020583",
 
552
  "ENSMUSG00000020591",
553
  "ENSMUSG00000020593",
554
  "ENSMUSG00000020598",
@@ -567,6 +552,7 @@
567
  "ENSMUSG00000020689",
568
  "ENSMUSG00000020696",
569
  "ENSMUSG00000020698",
 
570
  "ENSMUSG00000020704",
571
  "ENSMUSG00000020709",
572
  "ENSMUSG00000020712",
@@ -576,24 +562,23 @@
576
  "ENSMUSG00000020734",
577
  "ENSMUSG00000020740",
578
  "ENSMUSG00000020774",
579
- "ENSMUSG00000020780",
580
  "ENSMUSG00000020785",
581
  "ENSMUSG00000020787",
582
  "ENSMUSG00000020799",
583
  "ENSMUSG00000020810",
584
  "ENSMUSG00000020811",
585
  "ENSMUSG00000020818",
 
586
  "ENSMUSG00000020836",
587
  "ENSMUSG00000020867",
588
  "ENSMUSG00000020872",
589
  "ENSMUSG00000020873",
590
- "ENSMUSG00000020878",
591
  "ENSMUSG00000020884",
 
592
  "ENSMUSG00000020911",
593
  "ENSMUSG00000020912",
594
  "ENSMUSG00000020913",
595
  "ENSMUSG00000020916",
596
- "ENSMUSG00000020921",
597
  "ENSMUSG00000020926",
598
  "ENSMUSG00000020928",
599
  "ENSMUSG00000020929",
@@ -608,14 +593,13 @@
608
  "ENSMUSG00000021032",
609
  "ENSMUSG00000021038",
610
  "ENSMUSG00000021055",
611
- "ENSMUSG00000021066",
612
  "ENSMUSG00000021071",
613
  "ENSMUSG00000021087",
614
  "ENSMUSG00000021091",
615
  "ENSMUSG00000021095",
616
  "ENSMUSG00000021130",
617
  "ENSMUSG00000021135",
618
- "ENSMUSG00000021136",
619
  "ENSMUSG00000021177",
620
  "ENSMUSG00000021186",
621
  "ENSMUSG00000021190",
@@ -626,11 +610,12 @@
626
  "ENSMUSG00000021221",
627
  "ENSMUSG00000021240",
628
  "ENSMUSG00000021250",
 
629
  "ENSMUSG00000021268",
630
  "ENSMUSG00000021278",
631
- "ENSMUSG00000021286",
632
  "ENSMUSG00000021287",
633
  "ENSMUSG00000021294",
 
634
  "ENSMUSG00000021306",
635
  "ENSMUSG00000021313",
636
  "ENSMUSG00000021314",
@@ -651,7 +636,7 @@
651
  "ENSMUSG00000021453",
652
  "ENSMUSG00000021478",
653
  "ENSMUSG00000021490",
654
- "ENSMUSG00000021504",
655
  "ENSMUSG00000021508",
656
  "ENSMUSG00000021514",
657
  "ENSMUSG00000021536",
@@ -674,22 +659,24 @@
674
  "ENSMUSG00000021702",
675
  "ENSMUSG00000021708",
676
  "ENSMUSG00000021719",
 
677
  "ENSMUSG00000021749",
678
  "ENSMUSG00000021750",
679
  "ENSMUSG00000021759",
 
680
  "ENSMUSG00000021773",
681
  "ENSMUSG00000021789",
682
- "ENSMUSG00000021792",
683
  "ENSMUSG00000021795",
684
  "ENSMUSG00000021798",
685
  "ENSMUSG00000021814",
686
  "ENSMUSG00000021822",
687
  "ENSMUSG00000021835",
688
- "ENSMUSG00000021846",
689
  "ENSMUSG00000021872",
690
  "ENSMUSG00000021898",
691
  "ENSMUSG00000021900",
692
  "ENSMUSG00000021902",
 
693
  "ENSMUSG00000021922",
694
  "ENSMUSG00000021939",
695
  "ENSMUSG00000021943",
@@ -712,7 +699,6 @@
712
  "ENSMUSG00000022057",
713
  "ENSMUSG00000022090",
714
  "ENSMUSG00000022097",
715
- "ENSMUSG00000022102",
716
  "ENSMUSG00000022103",
717
  "ENSMUSG00000022112",
718
  "ENSMUSG00000022122",
@@ -721,6 +707,7 @@
721
  "ENSMUSG00000022131",
722
  "ENSMUSG00000022132",
723
  "ENSMUSG00000022142",
 
724
  "ENSMUSG00000022157",
725
  "ENSMUSG00000022159",
726
  "ENSMUSG00000022199",
@@ -738,7 +725,6 @@
738
  "ENSMUSG00000022296",
739
  "ENSMUSG00000022304",
740
  "ENSMUSG00000022305",
741
- "ENSMUSG00000022306",
742
  "ENSMUSG00000022315",
743
  "ENSMUSG00000022321",
744
  "ENSMUSG00000022323",
@@ -751,18 +737,15 @@
751
  "ENSMUSG00000022367",
752
  "ENSMUSG00000022375",
753
  "ENSMUSG00000022377",
 
754
  "ENSMUSG00000022386",
755
  "ENSMUSG00000022415",
756
- "ENSMUSG00000022419",
757
  "ENSMUSG00000022420",
758
  "ENSMUSG00000022421",
759
  "ENSMUSG00000022425",
760
- "ENSMUSG00000022432",
761
  "ENSMUSG00000022434",
762
  "ENSMUSG00000022435",
763
  "ENSMUSG00000022436",
764
- "ENSMUSG00000022441",
765
- "ENSMUSG00000022445",
766
  "ENSMUSG00000022456",
767
  "ENSMUSG00000022472",
768
  "ENSMUSG00000022475",
@@ -774,7 +757,6 @@
774
  "ENSMUSG00000022501",
775
  "ENSMUSG00000022514",
776
  "ENSMUSG00000022517",
777
- "ENSMUSG00000022519",
778
  "ENSMUSG00000022534",
779
  "ENSMUSG00000022540",
780
  "ENSMUSG00000022548",
@@ -782,7 +764,6 @@
782
  "ENSMUSG00000022559",
783
  "ENSMUSG00000022560",
784
  "ENSMUSG00000022561",
785
- "ENSMUSG00000022562",
786
  "ENSMUSG00000022577",
787
  "ENSMUSG00000022580",
788
  "ENSMUSG00000022583",
@@ -855,7 +836,6 @@
855
  "ENSMUSG00000023073",
856
  "ENSMUSG00000023078",
857
  "ENSMUSG00000023084",
858
- "ENSMUSG00000023104",
859
  "ENSMUSG00000023132",
860
  "ENSMUSG00000023147",
861
  "ENSMUSG00000023153",
@@ -866,7 +846,6 @@
866
  "ENSMUSG00000023247",
867
  "ENSMUSG00000023267",
868
  "ENSMUSG00000023284",
869
- "ENSMUSG00000023328",
870
  "ENSMUSG00000023330",
871
  "ENSMUSG00000023336",
872
  "ENSMUSG00000023349",
@@ -914,9 +893,11 @@
914
  "ENSMUSG00000024109",
915
  "ENSMUSG00000024112",
916
  "ENSMUSG00000024131",
 
917
  "ENSMUSG00000024140",
918
  "ENSMUSG00000024142",
919
  "ENSMUSG00000024160",
 
920
  "ENSMUSG00000024168",
921
  "ENSMUSG00000024169",
922
  "ENSMUSG00000024176",
@@ -933,16 +914,18 @@
933
  "ENSMUSG00000024302",
934
  "ENSMUSG00000024304",
935
  "ENSMUSG00000024313",
 
936
  "ENSMUSG00000024347",
937
- "ENSMUSG00000024352",
938
  "ENSMUSG00000024353",
939
  "ENSMUSG00000024354",
940
  "ENSMUSG00000024366",
 
941
  "ENSMUSG00000024379",
942
  "ENSMUSG00000024381",
943
  "ENSMUSG00000024386",
944
  "ENSMUSG00000024391",
945
  "ENSMUSG00000024395",
 
946
  "ENSMUSG00000024401",
947
  "ENSMUSG00000024402",
948
  "ENSMUSG00000024403",
@@ -967,6 +950,7 @@
967
  "ENSMUSG00000024621",
968
  "ENSMUSG00000024640",
969
  "ENSMUSG00000024644",
 
970
  "ENSMUSG00000024650",
971
  "ENSMUSG00000024653",
972
  "ENSMUSG00000024654",
@@ -982,22 +966,20 @@
982
  "ENSMUSG00000024681",
983
  "ENSMUSG00000024694",
984
  "ENSMUSG00000024727",
985
- "ENSMUSG00000024743",
986
  "ENSMUSG00000024784",
987
  "ENSMUSG00000024786",
988
  "ENSMUSG00000024793",
989
  "ENSMUSG00000024803",
990
  "ENSMUSG00000024810",
991
  "ENSMUSG00000024826",
 
992
  "ENSMUSG00000024846",
993
- "ENSMUSG00000024847",
994
- "ENSMUSG00000024854",
995
  "ENSMUSG00000024857",
996
  "ENSMUSG00000024863",
997
  "ENSMUSG00000024871",
998
  "ENSMUSG00000024873",
 
999
  "ENSMUSG00000024889",
1000
- "ENSMUSG00000024906",
1001
  "ENSMUSG00000024907",
1002
  "ENSMUSG00000024910",
1003
  "ENSMUSG00000024935",
@@ -1009,6 +991,7 @@
1009
  "ENSMUSG00000024975",
1010
  "ENSMUSG00000024987",
1011
  "ENSMUSG00000024990",
 
1012
  "ENSMUSG00000025002",
1013
  "ENSMUSG00000025013",
1014
  "ENSMUSG00000025014",
@@ -1039,11 +1022,14 @@
1039
  "ENSMUSG00000025241",
1040
  "ENSMUSG00000025243",
1041
  "ENSMUSG00000025257",
 
1042
  "ENSMUSG00000025270",
1043
  "ENSMUSG00000025279",
 
1044
  "ENSMUSG00000025317",
1045
  "ENSMUSG00000025318",
1046
  "ENSMUSG00000025321",
 
1047
  "ENSMUSG00000025348",
1048
  "ENSMUSG00000025350",
1049
  "ENSMUSG00000025372",
@@ -1053,12 +1039,14 @@
1053
  "ENSMUSG00000025413",
1054
  "ENSMUSG00000025417",
1055
  "ENSMUSG00000025425",
 
1056
  "ENSMUSG00000025461",
1057
  "ENSMUSG00000025468",
1058
  "ENSMUSG00000025470",
1059
  "ENSMUSG00000025475",
1060
  "ENSMUSG00000025478",
1061
  "ENSMUSG00000025479",
 
1062
  "ENSMUSG00000025484",
1063
  "ENSMUSG00000025486",
1064
  "ENSMUSG00000025488",
@@ -1068,11 +1056,13 @@
1068
  "ENSMUSG00000025505",
1069
  "ENSMUSG00000025511",
1070
  "ENSMUSG00000025521",
 
1071
  "ENSMUSG00000025576",
1072
  "ENSMUSG00000025582",
1073
  "ENSMUSG00000025586",
1074
  "ENSMUSG00000025592",
1075
  "ENSMUSG00000025597",
 
1076
  "ENSMUSG00000025608",
1077
  "ENSMUSG00000025610",
1078
  "ENSMUSG00000025658",
@@ -1082,15 +1072,14 @@
1082
  "ENSMUSG00000025739",
1083
  "ENSMUSG00000025743",
1084
  "ENSMUSG00000025746",
1085
- "ENSMUSG00000025754",
1086
  "ENSMUSG00000025777",
1087
  "ENSMUSG00000025784",
1088
  "ENSMUSG00000025787",
1089
  "ENSMUSG00000025804",
1090
  "ENSMUSG00000025854",
1091
  "ENSMUSG00000025855",
1092
- "ENSMUSG00000025856",
1093
  "ENSMUSG00000025867",
 
1094
  "ENSMUSG00000025871",
1095
  "ENSMUSG00000025873",
1096
  "ENSMUSG00000025875",
@@ -1110,6 +1099,7 @@
1110
  "ENSMUSG00000026009",
1111
  "ENSMUSG00000026011",
1112
  "ENSMUSG00000026012",
 
1113
  "ENSMUSG00000026043",
1114
  "ENSMUSG00000026047",
1115
  "ENSMUSG00000026051",
@@ -1123,16 +1113,13 @@
1123
  "ENSMUSG00000026147",
1124
  "ENSMUSG00000026163",
1125
  "ENSMUSG00000026166",
1126
- "ENSMUSG00000026171",
1127
  "ENSMUSG00000026182",
1128
  "ENSMUSG00000026185",
1129
  "ENSMUSG00000026189",
1130
  "ENSMUSG00000026201",
1131
  "ENSMUSG00000026203",
1132
- "ENSMUSG00000026204",
1133
  "ENSMUSG00000026208",
1134
  "ENSMUSG00000026224",
1135
- "ENSMUSG00000026228",
1136
  "ENSMUSG00000026235",
1137
  "ENSMUSG00000026241",
1138
  "ENSMUSG00000026247",
@@ -1141,6 +1128,7 @@
1141
  "ENSMUSG00000026272",
1142
  "ENSMUSG00000026285",
1143
  "ENSMUSG00000026295",
 
1144
  "ENSMUSG00000026304",
1145
  "ENSMUSG00000026321",
1146
  "ENSMUSG00000026348",
@@ -1148,16 +1136,17 @@
1148
  "ENSMUSG00000026368",
1149
  "ENSMUSG00000026384",
1150
  "ENSMUSG00000026390",
 
1151
  "ENSMUSG00000026405",
1152
  "ENSMUSG00000026407",
1153
  "ENSMUSG00000026414",
1154
  "ENSMUSG00000026415",
1155
  "ENSMUSG00000026417",
1156
  "ENSMUSG00000026418",
1157
- "ENSMUSG00000026420",
1158
  "ENSMUSG00000026421",
1159
  "ENSMUSG00000026424",
1160
  "ENSMUSG00000026429",
 
1161
  "ENSMUSG00000026442",
1162
  "ENSMUSG00000026452",
1163
  "ENSMUSG00000026456",
@@ -1167,11 +1156,13 @@
1167
  "ENSMUSG00000026504",
1168
  "ENSMUSG00000026514",
1169
  "ENSMUSG00000026523",
 
1170
  "ENSMUSG00000026527",
1171
  "ENSMUSG00000026532",
1172
  "ENSMUSG00000026542",
1173
  "ENSMUSG00000026548",
1174
  "ENSMUSG00000026558",
 
1175
  "ENSMUSG00000026566",
1176
  "ENSMUSG00000026573",
1177
  "ENSMUSG00000026574",
@@ -1207,7 +1198,6 @@
1207
  "ENSMUSG00000026788",
1208
  "ENSMUSG00000026791",
1209
  "ENSMUSG00000026792",
1210
- "ENSMUSG00000026797",
1211
  "ENSMUSG00000026814",
1212
  "ENSMUSG00000026817",
1213
  "ENSMUSG00000026818",
@@ -1223,6 +1213,7 @@
1223
  "ENSMUSG00000026849",
1224
  "ENSMUSG00000026853",
1225
  "ENSMUSG00000026854",
 
1226
  "ENSMUSG00000026874",
1227
  "ENSMUSG00000026875",
1228
  "ENSMUSG00000026879",
@@ -1242,16 +1233,14 @@
1242
  "ENSMUSG00000026991",
1243
  "ENSMUSG00000027001",
1244
  "ENSMUSG00000027070",
 
1245
  "ENSMUSG00000027072",
1246
  "ENSMUSG00000027073",
1247
  "ENSMUSG00000027076",
1248
  "ENSMUSG00000027078",
1249
  "ENSMUSG00000027087",
1250
  "ENSMUSG00000027107",
1251
- "ENSMUSG00000027131",
1252
- "ENSMUSG00000027134",
1253
  "ENSMUSG00000027163",
1254
- "ENSMUSG00000027165",
1255
  "ENSMUSG00000027167",
1256
  "ENSMUSG00000027173",
1257
  "ENSMUSG00000027199",
@@ -1261,6 +1250,7 @@
1261
  "ENSMUSG00000027221",
1262
  "ENSMUSG00000027227",
1263
  "ENSMUSG00000027238",
 
1264
  "ENSMUSG00000027254",
1265
  "ENSMUSG00000027261",
1266
  "ENSMUSG00000027270",
@@ -1271,15 +1261,16 @@
1271
  "ENSMUSG00000027322",
1272
  "ENSMUSG00000027335",
1273
  "ENSMUSG00000027338",
1274
- "ENSMUSG00000027344",
1275
  "ENSMUSG00000027350",
1276
  "ENSMUSG00000027359",
1277
  "ENSMUSG00000027360",
 
1278
  "ENSMUSG00000027375",
1279
  "ENSMUSG00000027381",
1280
  "ENSMUSG00000027386",
1281
  "ENSMUSG00000027398",
1282
  "ENSMUSG00000027400",
 
1283
  "ENSMUSG00000027419",
1284
  "ENSMUSG00000027428",
1285
  "ENSMUSG00000027434",
@@ -1287,7 +1278,9 @@
1287
  "ENSMUSG00000027438",
1288
  "ENSMUSG00000027447",
1289
  "ENSMUSG00000027457",
 
1290
  "ENSMUSG00000027460",
 
1291
  "ENSMUSG00000027474",
1292
  "ENSMUSG00000027475",
1293
  "ENSMUSG00000027483",
@@ -1300,7 +1293,6 @@
1300
  "ENSMUSG00000027524",
1301
  "ENSMUSG00000027525",
1302
  "ENSMUSG00000027533",
1303
- "ENSMUSG00000027534",
1304
  "ENSMUSG00000027544",
1305
  "ENSMUSG00000027556",
1306
  "ENSMUSG00000027559",
@@ -1321,7 +1313,6 @@
1321
  "ENSMUSG00000027670",
1322
  "ENSMUSG00000027674",
1323
  "ENSMUSG00000027692",
1324
- "ENSMUSG00000027712",
1325
  "ENSMUSG00000027713",
1326
  "ENSMUSG00000027716",
1327
  "ENSMUSG00000027737",
@@ -1330,6 +1321,8 @@
1330
  "ENSMUSG00000027752",
1331
  "ENSMUSG00000027761",
1332
  "ENSMUSG00000027777",
 
 
1333
  "ENSMUSG00000027796",
1334
  "ENSMUSG00000027797",
1335
  "ENSMUSG00000027800",
@@ -1352,14 +1345,13 @@
1352
  "ENSMUSG00000027913",
1353
  "ENSMUSG00000027931",
1354
  "ENSMUSG00000027933",
1355
- "ENSMUSG00000027935",
1356
  "ENSMUSG00000027952",
1357
  "ENSMUSG00000027956",
1358
  "ENSMUSG00000027962",
1359
  "ENSMUSG00000027977",
1360
  "ENSMUSG00000027978",
1361
  "ENSMUSG00000027985",
1362
- "ENSMUSG00000027994",
1363
  "ENSMUSG00000027995",
1364
  "ENSMUSG00000027996",
1365
  "ENSMUSG00000027997",
@@ -1383,7 +1375,7 @@
1383
  "ENSMUSG00000028108",
1384
  "ENSMUSG00000028111",
1385
  "ENSMUSG00000028116",
1386
- "ENSMUSG00000028132",
1387
  "ENSMUSG00000028139",
1388
  "ENSMUSG00000028148",
1389
  "ENSMUSG00000028167",
@@ -1411,6 +1403,7 @@
1411
  "ENSMUSG00000028356",
1412
  "ENSMUSG00000028357",
1413
  "ENSMUSG00000028362",
 
1414
  "ENSMUSG00000028369",
1415
  "ENSMUSG00000028378",
1416
  "ENSMUSG00000028411",
@@ -1418,34 +1411,32 @@
1418
  "ENSMUSG00000028415",
1419
  "ENSMUSG00000028427",
1420
  "ENSMUSG00000028435",
 
1421
  "ENSMUSG00000028444",
1422
  "ENSMUSG00000028445",
1423
  "ENSMUSG00000028459",
1424
  "ENSMUSG00000028460",
1425
  "ENSMUSG00000028461",
1426
  "ENSMUSG00000028464",
1427
- "ENSMUSG00000028468",
1428
  "ENSMUSG00000028494",
1429
  "ENSMUSG00000028497",
1430
  "ENSMUSG00000028517",
1431
  "ENSMUSG00000028524",
1432
  "ENSMUSG00000028528",
1433
- "ENSMUSG00000028542",
1434
  "ENSMUSG00000028553",
1435
  "ENSMUSG00000028567",
1436
  "ENSMUSG00000028571",
1437
- "ENSMUSG00000028573",
1438
  "ENSMUSG00000028581",
1439
  "ENSMUSG00000028591",
1440
  "ENSMUSG00000028599",
1441
  "ENSMUSG00000028600",
1442
  "ENSMUSG00000028601",
 
1443
  "ENSMUSG00000028613",
1444
  "ENSMUSG00000028637",
1445
  "ENSMUSG00000028644",
1446
  "ENSMUSG00000028645",
1447
  "ENSMUSG00000028651",
1448
- "ENSMUSG00000028669",
1449
  "ENSMUSG00000028681",
1450
  "ENSMUSG00000028699",
1451
  "ENSMUSG00000028700",
@@ -1454,6 +1445,7 @@
1454
  "ENSMUSG00000028713",
1455
  "ENSMUSG00000028715",
1456
  "ENSMUSG00000028716",
 
1457
  "ENSMUSG00000028744",
1458
  "ENSMUSG00000028766",
1459
  "ENSMUSG00000028773",
@@ -1463,7 +1455,6 @@
1463
  "ENSMUSG00000028785",
1464
  "ENSMUSG00000028825",
1465
  "ENSMUSG00000028832",
1466
- "ENSMUSG00000028833",
1467
  "ENSMUSG00000028836",
1468
  "ENSMUSG00000028845",
1469
  "ENSMUSG00000028850",
@@ -1477,7 +1468,6 @@
1477
  "ENSMUSG00000028914",
1478
  "ENSMUSG00000028917",
1479
  "ENSMUSG00000028937",
1480
- "ENSMUSG00000028957",
1481
  "ENSMUSG00000028965",
1482
  "ENSMUSG00000028972",
1483
  "ENSMUSG00000028976",
@@ -1501,13 +1491,12 @@
1501
  "ENSMUSG00000029163",
1502
  "ENSMUSG00000029168",
1503
  "ENSMUSG00000029175",
 
1504
  "ENSMUSG00000029188",
1505
  "ENSMUSG00000029193",
1506
  "ENSMUSG00000029199",
1507
- "ENSMUSG00000029201",
1508
  "ENSMUSG00000029211",
1509
  "ENSMUSG00000029212",
1510
- "ENSMUSG00000029223",
1511
  "ENSMUSG00000029228",
1512
  "ENSMUSG00000029245",
1513
  "ENSMUSG00000029249",
@@ -1519,7 +1508,6 @@
1519
  "ENSMUSG00000029304",
1520
  "ENSMUSG00000029307",
1521
  "ENSMUSG00000029309",
1522
- "ENSMUSG00000029321",
1523
  "ENSMUSG00000029326",
1524
  "ENSMUSG00000029343",
1525
  "ENSMUSG00000029346",
@@ -1533,10 +1521,10 @@
1533
  "ENSMUSG00000029378",
1534
  "ENSMUSG00000029379",
1535
  "ENSMUSG00000029380",
 
1536
  "ENSMUSG00000029402",
1537
  "ENSMUSG00000029413",
1538
  "ENSMUSG00000029417",
1539
- "ENSMUSG00000029436",
1540
  "ENSMUSG00000029445",
1541
  "ENSMUSG00000029452",
1542
  "ENSMUSG00000029461",
@@ -1545,9 +1533,7 @@
1545
  "ENSMUSG00000029477",
1546
  "ENSMUSG00000029484",
1547
  "ENSMUSG00000029486",
1548
- "ENSMUSG00000029503",
1549
  "ENSMUSG00000029522",
1550
- "ENSMUSG00000029524",
1551
  "ENSMUSG00000029530",
1552
  "ENSMUSG00000029534",
1553
  "ENSMUSG00000029544",
@@ -1557,15 +1543,14 @@
1557
  "ENSMUSG00000029597",
1558
  "ENSMUSG00000029608",
1559
  "ENSMUSG00000029610",
1560
- "ENSMUSG00000029621",
1561
  "ENSMUSG00000029630",
1562
  "ENSMUSG00000029641",
1563
  "ENSMUSG00000029648",
1564
  "ENSMUSG00000029661",
 
1565
  "ENSMUSG00000029671",
1566
  "ENSMUSG00000029675",
1567
  "ENSMUSG00000029700",
1568
- "ENSMUSG00000029708",
1569
  "ENSMUSG00000029712",
1570
  "ENSMUSG00000029718",
1571
  "ENSMUSG00000029757",
@@ -1573,6 +1558,7 @@
1573
  "ENSMUSG00000029762",
1574
  "ENSMUSG00000029769",
1575
  "ENSMUSG00000029778",
 
1576
  "ENSMUSG00000029802",
1577
  "ENSMUSG00000029810",
1578
  "ENSMUSG00000029816",
@@ -1590,7 +1576,6 @@
1590
  "ENSMUSG00000029925",
1591
  "ENSMUSG00000030000",
1592
  "ENSMUSG00000030004",
1593
- "ENSMUSG00000030008",
1594
  "ENSMUSG00000030017",
1595
  "ENSMUSG00000030022",
1596
  "ENSMUSG00000030030",
@@ -1605,10 +1590,10 @@
1605
  "ENSMUSG00000030088",
1606
  "ENSMUSG00000030092",
1607
  "ENSMUSG00000030093",
 
1608
  "ENSMUSG00000030101",
1609
  "ENSMUSG00000030102",
1610
  "ENSMUSG00000030107",
1611
- "ENSMUSG00000030108",
1612
  "ENSMUSG00000030111",
1613
  "ENSMUSG00000030114",
1614
  "ENSMUSG00000030116",
@@ -1618,9 +1603,11 @@
1618
  "ENSMUSG00000030142",
1619
  "ENSMUSG00000030147",
1620
  "ENSMUSG00000030149",
 
1621
  "ENSMUSG00000030159",
1622
  "ENSMUSG00000030160",
1623
  "ENSMUSG00000030161",
 
1624
  "ENSMUSG00000030165",
1625
  "ENSMUSG00000030168",
1626
  "ENSMUSG00000030209",
@@ -1635,7 +1622,6 @@
1635
  "ENSMUSG00000030246",
1636
  "ENSMUSG00000030247",
1637
  "ENSMUSG00000030249",
1638
- "ENSMUSG00000030256",
1639
  "ENSMUSG00000030263",
1640
  "ENSMUSG00000030270",
1641
  "ENSMUSG00000030272",
@@ -1650,7 +1636,6 @@
1650
  "ENSMUSG00000030324",
1651
  "ENSMUSG00000030325",
1652
  "ENSMUSG00000030337",
1653
- "ENSMUSG00000030342",
1654
  "ENSMUSG00000030347",
1655
  "ENSMUSG00000030350",
1656
  "ENSMUSG00000030351",
@@ -1661,15 +1646,12 @@
1661
  "ENSMUSG00000030378",
1662
  "ENSMUSG00000030382",
1663
  "ENSMUSG00000030399",
1664
- "ENSMUSG00000030401",
1665
  "ENSMUSG00000030402",
1666
  "ENSMUSG00000030406",
1667
- "ENSMUSG00000030410",
1668
  "ENSMUSG00000030413",
1669
  "ENSMUSG00000030427",
1670
  "ENSMUSG00000030428",
1671
  "ENSMUSG00000030447",
1672
- "ENSMUSG00000030451",
1673
  "ENSMUSG00000030468",
1674
  "ENSMUSG00000030470",
1675
  "ENSMUSG00000030483",
@@ -1683,7 +1665,6 @@
1683
  "ENSMUSG00000030519",
1684
  "ENSMUSG00000030525",
1685
  "ENSMUSG00000030544",
1686
- "ENSMUSG00000030545",
1687
  "ENSMUSG00000030549",
1688
  "ENSMUSG00000030556",
1689
  "ENSMUSG00000030560",
@@ -1692,12 +1673,14 @@
1692
  "ENSMUSG00000030588",
1693
  "ENSMUSG00000030605",
1694
  "ENSMUSG00000030606",
 
1695
  "ENSMUSG00000030630",
1696
  "ENSMUSG00000030638",
1697
  "ENSMUSG00000030652",
1698
  "ENSMUSG00000030659",
1699
  "ENSMUSG00000030666",
1700
  "ENSMUSG00000030669",
 
1701
  "ENSMUSG00000030683",
1702
  "ENSMUSG00000030685",
1703
  "ENSMUSG00000030693",
@@ -1706,7 +1689,6 @@
1706
  "ENSMUSG00000030713",
1707
  "ENSMUSG00000030717",
1708
  "ENSMUSG00000030724",
1709
- "ENSMUSG00000030730",
1710
  "ENSMUSG00000030732",
1711
  "ENSMUSG00000030742",
1712
  "ENSMUSG00000030757",
@@ -1717,6 +1699,7 @@
1717
  "ENSMUSG00000030787",
1718
  "ENSMUSG00000030789",
1719
  "ENSMUSG00000030790",
 
1720
  "ENSMUSG00000030793",
1721
  "ENSMUSG00000030811",
1722
  "ENSMUSG00000030827",
@@ -1733,6 +1716,7 @@
1733
  "ENSMUSG00000030922",
1734
  "ENSMUSG00000030945",
1735
  "ENSMUSG00000030954",
 
1736
  "ENSMUSG00000030963",
1737
  "ENSMUSG00000030981",
1738
  "ENSMUSG00000030994",
@@ -1740,6 +1724,7 @@
1740
  "ENSMUSG00000031022",
1741
  "ENSMUSG00000031027",
1742
  "ENSMUSG00000031028",
 
1743
  "ENSMUSG00000031097",
1744
  "ENSMUSG00000031104",
1745
  "ENSMUSG00000031109",
@@ -1748,11 +1733,13 @@
1748
  "ENSMUSG00000031139",
1749
  "ENSMUSG00000031142",
1750
  "ENSMUSG00000031147",
 
1751
  "ENSMUSG00000031156",
1752
- "ENSMUSG00000031162",
1753
  "ENSMUSG00000031168",
1754
  "ENSMUSG00000031170",
1755
  "ENSMUSG00000031173",
 
 
1756
  "ENSMUSG00000031239",
1757
  "ENSMUSG00000031250",
1758
  "ENSMUSG00000031253",
@@ -1760,12 +1747,15 @@
1760
  "ENSMUSG00000031278",
1761
  "ENSMUSG00000031283",
1762
  "ENSMUSG00000031292",
 
 
1763
  "ENSMUSG00000031297",
1764
  "ENSMUSG00000031302",
1765
  "ENSMUSG00000031342",
1766
  "ENSMUSG00000031358",
1767
  "ENSMUSG00000031360",
1768
  "ENSMUSG00000031364",
 
1769
  "ENSMUSG00000031373",
1770
  "ENSMUSG00000031375",
1771
  "ENSMUSG00000031376",
@@ -1778,10 +1768,14 @@
1778
  "ENSMUSG00000031425",
1779
  "ENSMUSG00000031428",
1780
  "ENSMUSG00000031432",
 
 
1781
  "ENSMUSG00000031448",
1782
  "ENSMUSG00000031451",
1783
  "ENSMUSG00000031453",
1784
  "ENSMUSG00000031461",
 
 
1785
  "ENSMUSG00000031483",
1786
  "ENSMUSG00000031489",
1787
  "ENSMUSG00000031494",
@@ -1812,7 +1806,6 @@
1812
  "ENSMUSG00000031722",
1813
  "ENSMUSG00000031725",
1814
  "ENSMUSG00000031734",
1815
- "ENSMUSG00000031740",
1816
  "ENSMUSG00000031748",
1817
  "ENSMUSG00000031750",
1818
  "ENSMUSG00000031757",
@@ -1826,6 +1819,7 @@
1826
  "ENSMUSG00000031779",
1827
  "ENSMUSG00000031780",
1828
  "ENSMUSG00000031786",
 
1829
  "ENSMUSG00000031816",
1830
  "ENSMUSG00000031825",
1831
  "ENSMUSG00000031831",
@@ -1855,16 +1849,17 @@
1855
  "ENSMUSG00000031957",
1856
  "ENSMUSG00000031958",
1857
  "ENSMUSG00000031962",
1858
- "ENSMUSG00000031967",
1859
  "ENSMUSG00000031969",
1860
  "ENSMUSG00000031970",
1861
  "ENSMUSG00000031972",
1862
  "ENSMUSG00000031980",
1863
- "ENSMUSG00000031982",
1864
  "ENSMUSG00000031990",
1865
  "ENSMUSG00000031994",
1866
  "ENSMUSG00000032010",
1867
  "ENSMUSG00000032017",
 
1868
  "ENSMUSG00000032024",
1869
  "ENSMUSG00000032036",
1870
  "ENSMUSG00000032046",
@@ -1900,6 +1895,7 @@
1900
  "ENSMUSG00000032268",
1901
  "ENSMUSG00000032281",
1902
  "ENSMUSG00000032291",
 
1903
  "ENSMUSG00000032305",
1904
  "ENSMUSG00000032310",
1905
  "ENSMUSG00000032315",
@@ -1936,37 +1932,31 @@
1936
  "ENSMUSG00000032523",
1937
  "ENSMUSG00000032530",
1938
  "ENSMUSG00000032532",
1939
- "ENSMUSG00000032537",
1940
  "ENSMUSG00000032553",
1941
  "ENSMUSG00000032554",
1942
  "ENSMUSG00000032565",
1943
  "ENSMUSG00000032572",
1944
  "ENSMUSG00000032579",
1945
  "ENSMUSG00000032589",
1946
- "ENSMUSG00000032615",
1947
  "ENSMUSG00000032641",
1948
  "ENSMUSG00000032648",
1949
- "ENSMUSG00000032661",
1950
  "ENSMUSG00000032673",
1951
  "ENSMUSG00000032679",
1952
  "ENSMUSG00000032680",
1953
  "ENSMUSG00000032725",
1954
  "ENSMUSG00000032735",
1955
- "ENSMUSG00000032744",
1956
  "ENSMUSG00000032750",
1957
  "ENSMUSG00000032758",
1958
  "ENSMUSG00000032763",
1959
  "ENSMUSG00000032766",
1960
  "ENSMUSG00000032769",
1961
- "ENSMUSG00000032773",
1962
  "ENSMUSG00000032788",
1963
- "ENSMUSG00000032807",
1964
  "ENSMUSG00000032808",
1965
  "ENSMUSG00000032818",
1966
  "ENSMUSG00000032826",
1967
  "ENSMUSG00000032841",
1968
  "ENSMUSG00000032854",
1969
- "ENSMUSG00000032860",
1970
  "ENSMUSG00000032867",
1971
  "ENSMUSG00000032869",
1972
  "ENSMUSG00000032878",
@@ -1996,13 +1986,16 @@
1996
  "ENSMUSG00000033207",
1997
  "ENSMUSG00000033208",
1998
  "ENSMUSG00000033214",
 
1999
  "ENSMUSG00000033253",
2000
  "ENSMUSG00000033313",
2001
  "ENSMUSG00000033316",
 
2002
  "ENSMUSG00000033327",
2003
  "ENSMUSG00000033350",
2004
  "ENSMUSG00000033355",
2005
  "ENSMUSG00000033365",
 
2006
  "ENSMUSG00000033379",
2007
  "ENSMUSG00000033419",
2008
  "ENSMUSG00000033430",
@@ -2010,10 +2003,8 @@
2010
  "ENSMUSG00000033488",
2011
  "ENSMUSG00000033501",
2012
  "ENSMUSG00000033508",
2013
- "ENSMUSG00000033510",
2014
  "ENSMUSG00000033533",
2015
  "ENSMUSG00000033544",
2016
- "ENSMUSG00000033578",
2017
  "ENSMUSG00000033579",
2018
  "ENSMUSG00000033595",
2019
  "ENSMUSG00000033615",
@@ -2021,19 +2012,19 @@
2021
  "ENSMUSG00000033634",
2022
  "ENSMUSG00000033688",
2023
  "ENSMUSG00000033726",
2024
- "ENSMUSG00000033763",
2025
  "ENSMUSG00000033765",
2026
  "ENSMUSG00000033773",
2027
  "ENSMUSG00000033781",
 
2028
  "ENSMUSG00000033792",
2029
  "ENSMUSG00000033825",
2030
  "ENSMUSG00000033831",
2031
  "ENSMUSG00000033860",
2032
- "ENSMUSG00000033883",
2033
  "ENSMUSG00000033904",
2034
  "ENSMUSG00000033906",
2035
  "ENSMUSG00000033910",
2036
  "ENSMUSG00000033917",
 
2037
  "ENSMUSG00000033960",
2038
  "ENSMUSG00000033981",
2039
  "ENSMUSG00000033983",
@@ -2045,9 +2036,9 @@
2045
  "ENSMUSG00000034112",
2046
  "ENSMUSG00000034139",
2047
  "ENSMUSG00000034145",
2048
- "ENSMUSG00000034151",
2049
  "ENSMUSG00000034161",
2050
  "ENSMUSG00000034171",
 
2051
  "ENSMUSG00000034190",
2052
  "ENSMUSG00000034194",
2053
  "ENSMUSG00000034209",
@@ -2060,17 +2051,19 @@
2060
  "ENSMUSG00000034387",
2061
  "ENSMUSG00000034412",
2062
  "ENSMUSG00000034416",
 
2063
  "ENSMUSG00000034450",
 
2064
  "ENSMUSG00000034459",
2065
  "ENSMUSG00000034467",
2066
  "ENSMUSG00000034471",
 
2067
  "ENSMUSG00000034488",
2068
  "ENSMUSG00000034528",
2069
- "ENSMUSG00000034532",
2070
  "ENSMUSG00000034543",
2071
  "ENSMUSG00000034617",
2072
  "ENSMUSG00000034634",
2073
- "ENSMUSG00000034641",
2074
  "ENSMUSG00000034648",
2075
  "ENSMUSG00000034652",
2076
  "ENSMUSG00000034664",
@@ -2078,7 +2071,6 @@
2078
  "ENSMUSG00000034708",
2079
  "ENSMUSG00000034714",
2080
  "ENSMUSG00000034731",
2081
- "ENSMUSG00000034732",
2082
  "ENSMUSG00000034744",
2083
  "ENSMUSG00000034758",
2084
  "ENSMUSG00000034783",
@@ -2091,11 +2083,13 @@
2091
  "ENSMUSG00000034845",
2092
  "ENSMUSG00000034855",
2093
  "ENSMUSG00000034871",
 
2094
  "ENSMUSG00000034881",
2095
  "ENSMUSG00000034906",
2096
  "ENSMUSG00000034911",
2097
  "ENSMUSG00000034912",
2098
  "ENSMUSG00000034923",
 
2099
  "ENSMUSG00000034947",
2100
  "ENSMUSG00000034958",
2101
  "ENSMUSG00000034968",
@@ -2110,9 +2104,10 @@
2110
  "ENSMUSG00000035131",
2111
  "ENSMUSG00000035165",
2112
  "ENSMUSG00000035171",
 
2113
  "ENSMUSG00000035186",
2114
- "ENSMUSG00000035235",
2115
  "ENSMUSG00000035237",
 
2116
  "ENSMUSG00000035246",
2117
  "ENSMUSG00000035295",
2118
  "ENSMUSG00000035296",
@@ -2127,12 +2122,13 @@
2127
  "ENSMUSG00000035486",
2128
  "ENSMUSG00000035551",
2129
  "ENSMUSG00000035557",
 
2130
  "ENSMUSG00000035640",
2131
- "ENSMUSG00000035666",
2132
  "ENSMUSG00000035678",
2133
  "ENSMUSG00000035686",
2134
- "ENSMUSG00000035699",
2135
  "ENSMUSG00000035713",
 
2136
  "ENSMUSG00000035754",
2137
  "ENSMUSG00000035769",
2138
  "ENSMUSG00000035775",
@@ -2143,6 +2139,7 @@
2143
  "ENSMUSG00000035818",
2144
  "ENSMUSG00000035845",
2145
  "ENSMUSG00000035864",
 
2146
  "ENSMUSG00000035878",
2147
  "ENSMUSG00000035896",
2148
  "ENSMUSG00000035910",
@@ -2152,15 +2149,14 @@
2152
  "ENSMUSG00000035964",
2153
  "ENSMUSG00000035969",
2154
  "ENSMUSG00000035984",
 
2155
  "ENSMUSG00000036023",
2156
  "ENSMUSG00000036046",
2157
- "ENSMUSG00000036057",
2158
  "ENSMUSG00000036061",
2159
  "ENSMUSG00000036062",
2160
  "ENSMUSG00000036067",
2161
  "ENSMUSG00000036083",
2162
  "ENSMUSG00000036095",
2163
- "ENSMUSG00000036106",
2164
  "ENSMUSG00000036117",
2165
  "ENSMUSG00000036120",
2166
  "ENSMUSG00000036139",
@@ -2169,6 +2165,8 @@
2169
  "ENSMUSG00000036180",
2170
  "ENSMUSG00000036206",
2171
  "ENSMUSG00000036208",
 
 
2172
  "ENSMUSG00000036256",
2173
  "ENSMUSG00000036264",
2174
  "ENSMUSG00000036281",
@@ -2177,6 +2175,8 @@
2177
  "ENSMUSG00000036353",
2178
  "ENSMUSG00000036362",
2179
  "ENSMUSG00000036390",
 
 
2180
  "ENSMUSG00000036422",
2181
  "ENSMUSG00000036437",
2182
  "ENSMUSG00000036446",
@@ -2187,30 +2187,28 @@
2187
  "ENSMUSG00000036537",
2188
  "ENSMUSG00000036552",
2189
  "ENSMUSG00000036564",
2190
- "ENSMUSG00000036570",
2191
  "ENSMUSG00000036578",
2192
  "ENSMUSG00000036594",
2193
  "ENSMUSG00000036598",
2194
  "ENSMUSG00000036599",
2195
  "ENSMUSG00000036602",
 
2196
  "ENSMUSG00000036611",
2197
  "ENSMUSG00000036634",
2198
  "ENSMUSG00000036636",
 
2199
  "ENSMUSG00000036698",
2200
  "ENSMUSG00000036699",
2201
  "ENSMUSG00000036731",
2202
  "ENSMUSG00000036737",
2203
  "ENSMUSG00000036766",
2204
- "ENSMUSG00000036777",
2205
  "ENSMUSG00000036800",
2206
- "ENSMUSG00000036814",
2207
  "ENSMUSG00000036819",
2208
  "ENSMUSG00000036820",
2209
  "ENSMUSG00000036826",
2210
  "ENSMUSG00000036850",
2211
  "ENSMUSG00000036858",
2212
  "ENSMUSG00000036872",
2213
- "ENSMUSG00000036885",
2214
  "ENSMUSG00000036887",
2215
  "ENSMUSG00000036892",
2216
  "ENSMUSG00000036896",
@@ -2222,16 +2220,15 @@
2222
  "ENSMUSG00000036925",
2223
  "ENSMUSG00000036931",
2224
  "ENSMUSG00000036938",
2225
- "ENSMUSG00000036941",
2226
  "ENSMUSG00000036961",
2227
  "ENSMUSG00000036972",
 
2228
  "ENSMUSG00000037010",
2229
  "ENSMUSG00000037031",
2230
  "ENSMUSG00000037032",
2231
  "ENSMUSG00000037033",
2232
  "ENSMUSG00000037034",
2233
  "ENSMUSG00000037053",
2234
- "ENSMUSG00000037060",
2235
  "ENSMUSG00000037071",
2236
  "ENSMUSG00000037085",
2237
  "ENSMUSG00000037095",
@@ -2241,17 +2238,15 @@
2241
  "ENSMUSG00000037166",
2242
  "ENSMUSG00000037169",
2243
  "ENSMUSG00000037202",
2244
- "ENSMUSG00000037206",
2245
  "ENSMUSG00000037259",
 
2246
  "ENSMUSG00000037280",
2247
  "ENSMUSG00000037344",
2248
- "ENSMUSG00000037347",
2249
  "ENSMUSG00000037348",
2250
  "ENSMUSG00000037362",
2251
  "ENSMUSG00000037379",
2252
  "ENSMUSG00000037386",
2253
  "ENSMUSG00000037440",
2254
- "ENSMUSG00000037455",
2255
  "ENSMUSG00000037463",
2256
  "ENSMUSG00000037492",
2257
  "ENSMUSG00000037536",
@@ -2264,7 +2259,6 @@
2264
  "ENSMUSG00000037638",
2265
  "ENSMUSG00000037649",
2266
  "ENSMUSG00000037653",
2267
- "ENSMUSG00000037656",
2268
  "ENSMUSG00000037664",
2269
  "ENSMUSG00000037706",
2270
  "ENSMUSG00000037709",
@@ -2274,26 +2268,26 @@
2274
  "ENSMUSG00000037747",
2275
  "ENSMUSG00000037752",
2276
  "ENSMUSG00000037754",
 
2277
  "ENSMUSG00000037771",
2278
  "ENSMUSG00000037797",
2279
  "ENSMUSG00000037798",
2280
- "ENSMUSG00000037816",
2281
  "ENSMUSG00000037818",
2282
  "ENSMUSG00000037847",
2283
  "ENSMUSG00000037852",
2284
  "ENSMUSG00000037872",
2285
  "ENSMUSG00000037885",
2286
  "ENSMUSG00000037936",
 
2287
  "ENSMUSG00000037944",
2288
  "ENSMUSG00000037971",
2289
  "ENSMUSG00000037977",
2290
  "ENSMUSG00000037984",
 
2291
  "ENSMUSG00000037993",
2292
  "ENSMUSG00000037994",
2293
- "ENSMUSG00000037995",
2294
  "ENSMUSG00000037996",
2295
  "ENSMUSG00000038007",
2296
- "ENSMUSG00000038011",
2297
  "ENSMUSG00000038015",
2298
  "ENSMUSG00000038023",
2299
  "ENSMUSG00000038026",
@@ -2303,6 +2297,7 @@
2303
  "ENSMUSG00000038086",
2304
  "ENSMUSG00000038092",
2305
  "ENSMUSG00000038112",
 
2306
  "ENSMUSG00000038122",
2307
  "ENSMUSG00000038126",
2308
  "ENSMUSG00000038132",
@@ -2312,7 +2307,6 @@
2312
  "ENSMUSG00000038188",
2313
  "ENSMUSG00000038195",
2314
  "ENSMUSG00000038204",
2315
- "ENSMUSG00000038209",
2316
  "ENSMUSG00000038224",
2317
  "ENSMUSG00000038235",
2318
  "ENSMUSG00000038239",
@@ -2335,9 +2329,7 @@
2335
  "ENSMUSG00000038402",
2336
  "ENSMUSG00000038408",
2337
  "ENSMUSG00000038415",
2338
- "ENSMUSG00000038417",
2339
  "ENSMUSG00000038421",
2340
- "ENSMUSG00000038451",
2341
  "ENSMUSG00000038457",
2342
  "ENSMUSG00000038486",
2343
  "ENSMUSG00000038496",
@@ -2365,7 +2357,6 @@
2365
  "ENSMUSG00000038642",
2366
  "ENSMUSG00000038644",
2367
  "ENSMUSG00000038670",
2368
- "ENSMUSG00000038692",
2369
  "ENSMUSG00000038695",
2370
  "ENSMUSG00000038700",
2371
  "ENSMUSG00000038704",
@@ -2383,10 +2374,11 @@
2383
  "ENSMUSG00000038871",
2384
  "ENSMUSG00000038880",
2385
  "ENSMUSG00000038884",
 
2386
  "ENSMUSG00000038902",
2387
  "ENSMUSG00000038909",
 
2388
  "ENSMUSG00000038936",
2389
- "ENSMUSG00000038987",
2390
  "ENSMUSG00000039004",
2391
  "ENSMUSG00000039037",
2392
  "ENSMUSG00000039058",
@@ -2401,7 +2393,6 @@
2401
  "ENSMUSG00000039126",
2402
  "ENSMUSG00000039137",
2403
  "ENSMUSG00000039154",
2404
- "ENSMUSG00000039158",
2405
  "ENSMUSG00000039194",
2406
  "ENSMUSG00000039196",
2407
  "ENSMUSG00000039199",
@@ -2417,8 +2408,8 @@
2417
  "ENSMUSG00000039349",
2418
  "ENSMUSG00000039372",
2419
  "ENSMUSG00000039375",
 
2420
  "ENSMUSG00000039377",
2421
- "ENSMUSG00000039382",
2422
  "ENSMUSG00000039385",
2423
  "ENSMUSG00000039391",
2424
  "ENSMUSG00000039405",
@@ -2439,11 +2430,10 @@
2439
  "ENSMUSG00000039546",
2440
  "ENSMUSG00000039552",
2441
  "ENSMUSG00000039556",
2442
- "ENSMUSG00000039577",
2443
  "ENSMUSG00000039601",
2444
- "ENSMUSG00000039611",
2445
  "ENSMUSG00000039632",
2446
  "ENSMUSG00000039633",
 
2447
  "ENSMUSG00000039637",
2448
  "ENSMUSG00000039661",
2449
  "ENSMUSG00000039670",
@@ -2455,14 +2445,11 @@
2455
  "ENSMUSG00000039809",
2456
  "ENSMUSG00000039826",
2457
  "ENSMUSG00000039830",
 
2458
  "ENSMUSG00000039860",
2459
  "ENSMUSG00000039873",
2460
  "ENSMUSG00000039878",
2461
  "ENSMUSG00000039904",
2462
- "ENSMUSG00000039908",
2463
- "ENSMUSG00000039914",
2464
- "ENSMUSG00000039934",
2465
- "ENSMUSG00000039956",
2466
  "ENSMUSG00000039976",
2467
  "ENSMUSG00000039977",
2468
  "ENSMUSG00000039982",
@@ -2477,17 +2464,18 @@
2477
  "ENSMUSG00000040121",
2478
  "ENSMUSG00000040134",
2479
  "ENSMUSG00000040138",
 
2480
  "ENSMUSG00000040164",
2481
  "ENSMUSG00000040170",
2482
  "ENSMUSG00000040181",
2483
  "ENSMUSG00000040183",
2484
  "ENSMUSG00000040205",
2485
  "ENSMUSG00000040229",
 
2486
  "ENSMUSG00000040264",
2487
  "ENSMUSG00000040272",
2488
  "ENSMUSG00000040276",
2489
  "ENSMUSG00000040280",
2490
- "ENSMUSG00000040282",
2491
  "ENSMUSG00000040283",
2492
  "ENSMUSG00000040287",
2493
  "ENSMUSG00000040289",
@@ -2504,6 +2492,7 @@
2504
  "ENSMUSG00000040435",
2505
  "ENSMUSG00000040441",
2506
  "ENSMUSG00000040447",
 
2507
  "ENSMUSG00000040511",
2508
  "ENSMUSG00000040524",
2509
  "ENSMUSG00000040543",
@@ -2517,8 +2506,8 @@
2517
  "ENSMUSG00000040640",
2518
  "ENSMUSG00000040648",
2519
  "ENSMUSG00000040669",
 
2520
  "ENSMUSG00000040694",
2521
- "ENSMUSG00000040703",
2522
  "ENSMUSG00000040724",
2523
  "ENSMUSG00000040751",
2524
  "ENSMUSG00000040752",
@@ -2534,7 +2523,6 @@
2534
  "ENSMUSG00000040899",
2535
  "ENSMUSG00000040913",
2536
  "ENSMUSG00000040935",
2537
- "ENSMUSG00000040936",
2538
  "ENSMUSG00000040938",
2539
  "ENSMUSG00000040950",
2540
  "ENSMUSG00000040966",
@@ -2543,7 +2531,6 @@
2543
  "ENSMUSG00000040985",
2544
  "ENSMUSG00000040998",
2545
  "ENSMUSG00000041012",
2546
- "ENSMUSG00000041014",
2547
  "ENSMUSG00000041046",
2548
  "ENSMUSG00000041052",
2549
  "ENSMUSG00000041073",
@@ -2565,14 +2552,11 @@
2565
  "ENSMUSG00000041377",
2566
  "ENSMUSG00000041378",
2567
  "ENSMUSG00000041415",
2568
- "ENSMUSG00000041420",
2569
  "ENSMUSG00000041423",
2570
  "ENSMUSG00000041429",
2571
  "ENSMUSG00000041445",
2572
  "ENSMUSG00000041460",
2573
- "ENSMUSG00000041476",
2574
  "ENSMUSG00000041479",
2575
- "ENSMUSG00000041481",
2576
  "ENSMUSG00000041515",
2577
  "ENSMUSG00000041540",
2578
  "ENSMUSG00000041544",
@@ -2614,25 +2598,22 @@
2614
  "ENSMUSG00000042066",
2615
  "ENSMUSG00000042096",
2616
  "ENSMUSG00000042106",
2617
- "ENSMUSG00000042109",
2618
- "ENSMUSG00000042115",
2619
  "ENSMUSG00000042116",
2620
  "ENSMUSG00000042118",
2621
  "ENSMUSG00000042129",
2622
  "ENSMUSG00000042156",
2623
  "ENSMUSG00000042179",
2624
  "ENSMUSG00000042182",
2625
- "ENSMUSG00000042185",
2626
  "ENSMUSG00000042240",
2627
  "ENSMUSG00000042246",
2628
  "ENSMUSG00000042248",
2629
  "ENSMUSG00000042250",
2630
  "ENSMUSG00000042254",
 
2631
  "ENSMUSG00000042262",
2632
  "ENSMUSG00000042265",
2633
  "ENSMUSG00000042268",
2634
  "ENSMUSG00000042269",
2635
- "ENSMUSG00000042275",
2636
  "ENSMUSG00000042308",
2637
  "ENSMUSG00000042371",
2638
  "ENSMUSG00000042379",
@@ -2654,12 +2635,7 @@
2654
  "ENSMUSG00000042532",
2655
  "ENSMUSG00000042581",
2656
  "ENSMUSG00000042589",
2657
- "ENSMUSG00000042604",
2658
  "ENSMUSG00000042607",
2659
- "ENSMUSG00000042616",
2660
- "ENSMUSG00000042628",
2661
- "ENSMUSG00000042632",
2662
- "ENSMUSG00000042642",
2663
  "ENSMUSG00000042662",
2664
  "ENSMUSG00000042671",
2665
  "ENSMUSG00000042678",
@@ -2670,6 +2646,7 @@
2670
  "ENSMUSG00000042770",
2671
  "ENSMUSG00000042784",
2672
  "ENSMUSG00000042787",
 
2673
  "ENSMUSG00000042804",
2674
  "ENSMUSG00000042808",
2675
  "ENSMUSG00000042812",
@@ -2680,7 +2657,6 @@
2680
  "ENSMUSG00000042854",
2681
  "ENSMUSG00000042873",
2682
  "ENSMUSG00000042895",
2683
- "ENSMUSG00000042961",
2684
  "ENSMUSG00000042985",
2685
  "ENSMUSG00000043013",
2686
  "ENSMUSG00000043020",
@@ -2688,6 +2664,7 @@
2688
  "ENSMUSG00000043051",
2689
  "ENSMUSG00000043110",
2690
  "ENSMUSG00000043122",
 
2691
  "ENSMUSG00000043230",
2692
  "ENSMUSG00000043243",
2693
  "ENSMUSG00000043251",
@@ -2699,13 +2676,17 @@
2699
  "ENSMUSG00000043448",
2700
  "ENSMUSG00000043458",
2701
  "ENSMUSG00000043460",
 
2702
  "ENSMUSG00000043467",
 
2703
  "ENSMUSG00000043501",
 
2704
  "ENSMUSG00000043556",
2705
  "ENSMUSG00000043592",
2706
  "ENSMUSG00000043613",
2707
  "ENSMUSG00000043671",
2708
  "ENSMUSG00000043673",
 
2709
  "ENSMUSG00000043753",
2710
  "ENSMUSG00000043760",
2711
  "ENSMUSG00000043807",
@@ -2713,15 +2694,17 @@
2713
  "ENSMUSG00000043832",
2714
  "ENSMUSG00000043833",
2715
  "ENSMUSG00000043932",
 
2716
  "ENSMUSG00000043999",
2717
  "ENSMUSG00000044006",
2718
  "ENSMUSG00000044026",
 
 
2719
  "ENSMUSG00000044041",
2720
  "ENSMUSG00000044043",
2721
  "ENSMUSG00000044052",
2722
  "ENSMUSG00000044067",
2723
  "ENSMUSG00000044071",
2724
- "ENSMUSG00000044081",
2725
  "ENSMUSG00000044092",
2726
  "ENSMUSG00000044117",
2727
  "ENSMUSG00000044139",
@@ -2730,7 +2713,6 @@
2730
  "ENSMUSG00000044206",
2731
  "ENSMUSG00000044217",
2732
  "ENSMUSG00000044231",
2733
- "ENSMUSG00000044252",
2734
  "ENSMUSG00000044258",
2735
  "ENSMUSG00000044276",
2736
  "ENSMUSG00000044287",
@@ -2740,13 +2722,14 @@
2740
  "ENSMUSG00000044312",
2741
  "ENSMUSG00000044317",
2742
  "ENSMUSG00000044338",
 
2743
  "ENSMUSG00000044361",
2744
  "ENSMUSG00000044390",
2745
  "ENSMUSG00000044430",
2746
- "ENSMUSG00000044465",
2747
  "ENSMUSG00000044468",
2748
  "ENSMUSG00000044469",
2749
  "ENSMUSG00000044526",
 
2750
  "ENSMUSG00000044534",
2751
  "ENSMUSG00000044551",
2752
  "ENSMUSG00000044583",
@@ -2760,8 +2743,8 @@
2760
  "ENSMUSG00000044708",
2761
  "ENSMUSG00000044726",
2762
  "ENSMUSG00000044734",
 
2763
  "ENSMUSG00000044748",
2764
- "ENSMUSG00000044788",
2765
  "ENSMUSG00000044811",
2766
  "ENSMUSG00000044816",
2767
  "ENSMUSG00000044847",
@@ -2769,6 +2752,7 @@
2769
  "ENSMUSG00000044912",
2770
  "ENSMUSG00000044921",
2771
  "ENSMUSG00000044938",
 
2772
  "ENSMUSG00000044982",
2773
  "ENSMUSG00000044988",
2774
  "ENSMUSG00000045007",
@@ -2777,6 +2761,7 @@
2777
  "ENSMUSG00000045087",
2778
  "ENSMUSG00000045091",
2779
  "ENSMUSG00000045098",
 
2780
  "ENSMUSG00000045103",
2781
  "ENSMUSG00000045107",
2782
  "ENSMUSG00000045136",
@@ -2802,7 +2787,9 @@
2802
  "ENSMUSG00000045589",
2803
  "ENSMUSG00000045594",
2804
  "ENSMUSG00000045613",
 
2805
  "ENSMUSG00000045625",
 
2806
  "ENSMUSG00000045657",
2807
  "ENSMUSG00000045664",
2808
  "ENSMUSG00000045667",
@@ -2821,27 +2808,26 @@
2821
  "ENSMUSG00000046008",
2822
  "ENSMUSG00000046010",
2823
  "ENSMUSG00000046020",
2824
- "ENSMUSG00000046031",
2825
  "ENSMUSG00000046034",
2826
  "ENSMUSG00000046056",
2827
  "ENSMUSG00000046093",
2828
  "ENSMUSG00000046095",
2829
  "ENSMUSG00000046159",
2830
  "ENSMUSG00000046160",
2831
- "ENSMUSG00000046167",
2832
  "ENSMUSG00000046178",
2833
  "ENSMUSG00000046192",
2834
  "ENSMUSG00000046240",
2835
  "ENSMUSG00000046242",
2836
  "ENSMUSG00000046275",
2837
  "ENSMUSG00000046317",
2838
- "ENSMUSG00000046337",
2839
  "ENSMUSG00000046378",
2840
  "ENSMUSG00000046387",
2841
  "ENSMUSG00000046442",
2842
  "ENSMUSG00000046447",
2843
  "ENSMUSG00000046470",
2844
  "ENSMUSG00000046523",
 
2845
  "ENSMUSG00000046561",
2846
  "ENSMUSG00000046574",
2847
  "ENSMUSG00000046607",
@@ -2860,7 +2846,6 @@
2860
  "ENSMUSG00000046844",
2861
  "ENSMUSG00000046854",
2862
  "ENSMUSG00000046856",
2863
- "ENSMUSG00000046908",
2864
  "ENSMUSG00000046909",
2865
  "ENSMUSG00000046947",
2866
  "ENSMUSG00000046957",
@@ -2871,9 +2856,8 @@
2871
  "ENSMUSG00000047037",
2872
  "ENSMUSG00000047085",
2873
  "ENSMUSG00000047109",
2874
- "ENSMUSG00000047216",
2875
  "ENSMUSG00000047228",
2876
- "ENSMUSG00000047238",
2877
  "ENSMUSG00000047242",
2878
  "ENSMUSG00000047250",
2879
  "ENSMUSG00000047261",
@@ -2881,17 +2865,15 @@
2881
  "ENSMUSG00000047293",
2882
  "ENSMUSG00000047307",
2883
  "ENSMUSG00000047330",
2884
- "ENSMUSG00000047363",
2885
  "ENSMUSG00000047388",
2886
  "ENSMUSG00000047423",
2887
  "ENSMUSG00000047443",
2888
  "ENSMUSG00000047446",
2889
- "ENSMUSG00000047462",
2890
  "ENSMUSG00000047473",
2891
  "ENSMUSG00000047495",
2892
  "ENSMUSG00000047501",
2893
- "ENSMUSG00000047511",
2894
  "ENSMUSG00000047517",
 
2895
  "ENSMUSG00000047592",
2896
  "ENSMUSG00000047613",
2897
  "ENSMUSG00000047631",
@@ -2901,19 +2883,15 @@
2901
  "ENSMUSG00000047720",
2902
  "ENSMUSG00000047730",
2903
  "ENSMUSG00000047747",
2904
- "ENSMUSG00000047757",
2905
- "ENSMUSG00000047786",
2906
  "ENSMUSG00000047797",
2907
  "ENSMUSG00000047798",
2908
  "ENSMUSG00000047810",
2909
  "ENSMUSG00000047841",
2910
  "ENSMUSG00000047842",
2911
  "ENSMUSG00000047875",
 
2912
  "ENSMUSG00000047884",
2913
- "ENSMUSG00000047898",
2914
  "ENSMUSG00000047910",
2915
- "ENSMUSG00000047911",
2916
- "ENSMUSG00000047938",
2917
  "ENSMUSG00000047976",
2918
  "ENSMUSG00000047992",
2919
  "ENSMUSG00000048001",
@@ -2977,6 +2955,9 @@
2977
  "ENSMUSG00000049130",
2978
  "ENSMUSG00000049134",
2979
  "ENSMUSG00000049148",
 
 
 
2980
  "ENSMUSG00000049241",
2981
  "ENSMUSG00000049265",
2982
  "ENSMUSG00000049281",
@@ -2994,6 +2975,7 @@
2994
  "ENSMUSG00000049521",
2995
  "ENSMUSG00000049555",
2996
  "ENSMUSG00000049583",
 
2997
  "ENSMUSG00000049612",
2998
  "ENSMUSG00000049624",
2999
  "ENSMUSG00000049625",
@@ -3019,14 +3001,12 @@
3019
  "ENSMUSG00000050089",
3020
  "ENSMUSG00000050105",
3021
  "ENSMUSG00000050121",
3022
- "ENSMUSG00000050147",
3023
  "ENSMUSG00000050164",
3024
  "ENSMUSG00000050195",
3025
  "ENSMUSG00000050201",
3026
  "ENSMUSG00000050212",
3027
  "ENSMUSG00000050232",
3028
  "ENSMUSG00000050234",
3029
- "ENSMUSG00000050272",
3030
  "ENSMUSG00000050321",
3031
  "ENSMUSG00000050335",
3032
  "ENSMUSG00000050345",
@@ -3069,27 +3049,23 @@
3069
  "ENSMUSG00000051212",
3070
  "ENSMUSG00000051242",
3071
  "ENSMUSG00000051279",
3072
- "ENSMUSG00000051351",
3073
  "ENSMUSG00000051359",
3074
  "ENSMUSG00000051397",
3075
  "ENSMUSG00000051439",
3076
  "ENSMUSG00000051497",
3077
  "ENSMUSG00000051504",
3078
  "ENSMUSG00000051515",
3079
- "ENSMUSG00000051599",
3080
  "ENSMUSG00000051652",
3081
  "ENSMUSG00000051669",
3082
  "ENSMUSG00000051682",
3083
- "ENSMUSG00000051735",
3084
  "ENSMUSG00000051747",
3085
  "ENSMUSG00000051839",
3086
  "ENSMUSG00000051844",
3087
  "ENSMUSG00000051879",
3088
  "ENSMUSG00000051910",
3089
  "ENSMUSG00000051920",
3090
- "ENSMUSG00000051978",
3091
  "ENSMUSG00000051985",
3092
- "ENSMUSG00000052026",
3093
  "ENSMUSG00000052102",
3094
  "ENSMUSG00000052125",
3095
  "ENSMUSG00000052133",
@@ -3110,9 +3086,10 @@
3110
  "ENSMUSG00000052374",
3111
  "ENSMUSG00000052384",
3112
  "ENSMUSG00000052387",
3113
- "ENSMUSG00000052396",
3114
  "ENSMUSG00000052423",
 
3115
  "ENSMUSG00000052520",
 
3116
  "ENSMUSG00000052551",
3117
  "ENSMUSG00000052562",
3118
  "ENSMUSG00000052581",
@@ -3122,7 +3099,6 @@
3122
  "ENSMUSG00000052713",
3123
  "ENSMUSG00000052727",
3124
  "ENSMUSG00000052794",
3125
- "ENSMUSG00000052854",
3126
  "ENSMUSG00000052906",
3127
  "ENSMUSG00000052974",
3128
  "ENSMUSG00000053004",
@@ -3131,6 +3107,7 @@
3131
  "ENSMUSG00000053062",
3132
  "ENSMUSG00000053080",
3133
  "ENSMUSG00000053110",
 
3134
  "ENSMUSG00000053137",
3135
  "ENSMUSG00000053141",
3136
  "ENSMUSG00000053153",
@@ -3154,10 +3131,11 @@
3154
  "ENSMUSG00000053617",
3155
  "ENSMUSG00000053644",
3156
  "ENSMUSG00000053654",
 
 
3157
  "ENSMUSG00000053730",
3158
  "ENSMUSG00000053765",
3159
  "ENSMUSG00000053797",
3160
- "ENSMUSG00000053799",
3161
  "ENSMUSG00000053838",
3162
  "ENSMUSG00000053963",
3163
  "ENSMUSG00000053964",
@@ -3165,6 +3143,7 @@
3165
  "ENSMUSG00000053977",
3166
  "ENSMUSG00000053985",
3167
  "ENSMUSG00000054013",
 
3168
  "ENSMUSG00000054072",
3169
  "ENSMUSG00000054091",
3170
  "ENSMUSG00000054099",
@@ -3176,12 +3155,12 @@
3176
  "ENSMUSG00000054203",
3177
  "ENSMUSG00000054204",
3178
  "ENSMUSG00000054206",
 
3179
  "ENSMUSG00000054381",
3180
  "ENSMUSG00000054385",
3181
  "ENSMUSG00000054400",
3182
  "ENSMUSG00000054417",
3183
  "ENSMUSG00000054422",
3184
- "ENSMUSG00000054423",
3185
  "ENSMUSG00000054426",
3186
  "ENSMUSG00000054434",
3187
  "ENSMUSG00000054459",
@@ -3191,19 +3170,16 @@
3191
  "ENSMUSG00000054612",
3192
  "ENSMUSG00000054630",
3193
  "ENSMUSG00000054641",
3194
- "ENSMUSG00000054672",
3195
  "ENSMUSG00000054675",
3196
  "ENSMUSG00000054679",
3197
  "ENSMUSG00000054690",
3198
  "ENSMUSG00000054716",
3199
  "ENSMUSG00000054737",
3200
- "ENSMUSG00000054752",
3201
  "ENSMUSG00000054792",
3202
  "ENSMUSG00000054793",
3203
  "ENSMUSG00000054827",
3204
  "ENSMUSG00000054855",
3205
  "ENSMUSG00000054893",
3206
- "ENSMUSG00000054894",
3207
  "ENSMUSG00000054932",
3208
  "ENSMUSG00000054934",
3209
  "ENSMUSG00000054967",
@@ -3225,7 +3201,6 @@
3225
  "ENSMUSG00000055301",
3226
  "ENSMUSG00000055312",
3227
  "ENSMUSG00000055368",
3228
- "ENSMUSG00000055373",
3229
  "ENSMUSG00000055407",
3230
  "ENSMUSG00000055421",
3231
  "ENSMUSG00000055430",
@@ -3238,23 +3213,21 @@
3238
  "ENSMUSG00000055730",
3239
  "ENSMUSG00000055733",
3240
  "ENSMUSG00000055761",
3241
- "ENSMUSG00000055835",
3242
  "ENSMUSG00000055865",
3243
- "ENSMUSG00000055866",
3244
  "ENSMUSG00000055912",
3245
  "ENSMUSG00000055917",
 
3246
  "ENSMUSG00000055945",
3247
- "ENSMUSG00000055991",
3248
  "ENSMUSG00000056025",
3249
  "ENSMUSG00000056035",
3250
  "ENSMUSG00000056054",
3251
- "ENSMUSG00000056069",
3252
  "ENSMUSG00000056071",
3253
  "ENSMUSG00000056121",
3254
  "ENSMUSG00000056162",
3255
  "ENSMUSG00000056185",
3256
  "ENSMUSG00000056222",
3257
- "ENSMUSG00000056267",
3258
  "ENSMUSG00000056270",
3259
  "ENSMUSG00000056290",
3260
  "ENSMUSG00000056296",
@@ -3262,13 +3235,15 @@
3262
  "ENSMUSG00000056370",
3263
  "ENSMUSG00000056399",
3264
  "ENSMUSG00000056413",
 
3265
  "ENSMUSG00000056481",
3266
  "ENSMUSG00000056486",
 
3267
  "ENSMUSG00000056492",
3268
  "ENSMUSG00000056515",
3269
  "ENSMUSG00000056569",
 
3270
  "ENSMUSG00000056666",
3271
- "ENSMUSG00000056737",
3272
  "ENSMUSG00000056812",
3273
  "ENSMUSG00000056870",
3274
  "ENSMUSG00000056899",
@@ -3309,6 +3284,7 @@
3309
  "ENSMUSG00000058254",
3310
  "ENSMUSG00000058290",
3311
  "ENSMUSG00000058297",
 
3312
  "ENSMUSG00000058354",
3313
  "ENSMUSG00000058396",
3314
  "ENSMUSG00000058402",
@@ -3335,13 +3311,13 @@
3335
  "ENSMUSG00000059108",
3336
  "ENSMUSG00000059146",
3337
  "ENSMUSG00000059173",
3338
- "ENSMUSG00000059183",
3339
  "ENSMUSG00000059187",
3340
  "ENSMUSG00000059213",
3341
  "ENSMUSG00000059230",
3342
  "ENSMUSG00000059277",
3343
  "ENSMUSG00000059280",
3344
  "ENSMUSG00000059305",
 
3345
  "ENSMUSG00000059326",
3346
  "ENSMUSG00000059395",
3347
  "ENSMUSG00000059412",
@@ -3357,6 +3333,7 @@
3357
  "ENSMUSG00000059668",
3358
  "ENSMUSG00000059674",
3359
  "ENSMUSG00000059741",
 
3360
  "ENSMUSG00000059854",
3361
  "ENSMUSG00000059857",
3362
  "ENSMUSG00000059895",
@@ -3367,23 +3344,23 @@
3367
  "ENSMUSG00000060002",
3368
  "ENSMUSG00000060012",
3369
  "ENSMUSG00000060044",
 
3370
  "ENSMUSG00000060180",
3371
- "ENSMUSG00000060188",
3372
  "ENSMUSG00000060224",
3373
  "ENSMUSG00000060240",
3374
- "ENSMUSG00000060268",
3375
  "ENSMUSG00000060284",
3376
  "ENSMUSG00000060314",
3377
- "ENSMUSG00000060317",
3378
  "ENSMUSG00000060371",
3379
  "ENSMUSG00000060397",
3380
  "ENSMUSG00000060402",
3381
  "ENSMUSG00000060407",
 
3382
  "ENSMUSG00000060459",
3383
  "ENSMUSG00000060509",
3384
  "ENSMUSG00000060534",
3385
  "ENSMUSG00000060548",
3386
- "ENSMUSG00000060568",
3387
  "ENSMUSG00000060572",
3388
  "ENSMUSG00000060586",
3389
  "ENSMUSG00000060600",
@@ -3397,6 +3374,7 @@
3397
  "ENSMUSG00000060924",
3398
  "ENSMUSG00000060961",
3399
  "ENSMUSG00000060962",
 
3400
  "ENSMUSG00000061068",
3401
  "ENSMUSG00000061086",
3402
  "ENSMUSG00000061100",
@@ -3440,6 +3418,7 @@
3440
  "ENSMUSG00000062300",
3441
  "ENSMUSG00000062309",
3442
  "ENSMUSG00000062345",
 
3443
  "ENSMUSG00000062380",
3444
  "ENSMUSG00000062432",
3445
  "ENSMUSG00000062488",
@@ -3451,13 +3430,12 @@
3451
  "ENSMUSG00000062591",
3452
  "ENSMUSG00000062609",
3453
  "ENSMUSG00000062624",
3454
- "ENSMUSG00000062694",
3455
- "ENSMUSG00000062751",
3456
  "ENSMUSG00000062760",
3457
  "ENSMUSG00000062762",
3458
  "ENSMUSG00000062778",
3459
  "ENSMUSG00000062785",
3460
  "ENSMUSG00000062929",
 
3461
  "ENSMUSG00000062949",
3462
  "ENSMUSG00000062960",
3463
  "ENSMUSG00000063011",
@@ -3488,8 +3466,8 @@
3488
  "ENSMUSG00000063687",
3489
  "ENSMUSG00000063698",
3490
  "ENSMUSG00000063727",
3491
- "ENSMUSG00000063730",
3492
  "ENSMUSG00000063767",
 
3493
  "ENSMUSG00000063796",
3494
  "ENSMUSG00000063849",
3495
  "ENSMUSG00000063887",
@@ -3506,8 +3484,11 @@
3506
  "ENSMUSG00000064105",
3507
  "ENSMUSG00000064115",
3508
  "ENSMUSG00000064125",
 
 
3509
  "ENSMUSG00000064225",
3510
  "ENSMUSG00000064232",
 
3511
  "ENSMUSG00000064254",
3512
  "ENSMUSG00000064284",
3513
  "ENSMUSG00000064293",
@@ -3515,6 +3496,7 @@
3515
  "ENSMUSG00000064325",
3516
  "ENSMUSG00000064329",
3517
  "ENSMUSG00000065987",
 
3518
  "ENSMUSG00000066026",
3519
  "ENSMUSG00000066058",
3520
  "ENSMUSG00000066071",
@@ -3545,6 +3527,7 @@
3545
  "ENSMUSG00000067158",
3546
  "ENSMUSG00000067199",
3547
  "ENSMUSG00000067235",
 
3548
  "ENSMUSG00000067338",
3549
  "ENSMUSG00000067341",
3550
  "ENSMUSG00000067370",
@@ -3576,6 +3559,8 @@
3576
  "ENSMUSG00000068341",
3577
  "ENSMUSG00000068373",
3578
  "ENSMUSG00000068547",
 
 
3579
  "ENSMUSG00000068614",
3580
  "ENSMUSG00000068663",
3581
  "ENSMUSG00000068680",
@@ -3593,7 +3578,6 @@
3593
  "ENSMUSG00000069170",
3594
  "ENSMUSG00000069171",
3595
  "ENSMUSG00000069208",
3596
- "ENSMUSG00000069272",
3597
  "ENSMUSG00000069372",
3598
  "ENSMUSG00000069441",
3599
  "ENSMUSG00000069456",
@@ -3604,6 +3588,7 @@
3604
  "ENSMUSG00000069763",
3605
  "ENSMUSG00000069792",
3606
  "ENSMUSG00000069805",
 
3607
  "ENSMUSG00000069919",
3608
  "ENSMUSG00000069922",
3609
  "ENSMUSG00000070003",
@@ -3631,6 +3616,7 @@
3631
  "ENSMUSG00000071177",
3632
  "ENSMUSG00000071178",
3633
  "ENSMUSG00000071181",
 
3634
  "ENSMUSG00000071234",
3635
  "ENSMUSG00000071341",
3636
  "ENSMUSG00000071347",
@@ -3655,26 +3641,27 @@
3655
  "ENSMUSG00000071658",
3656
  "ENSMUSG00000071661",
3657
  "ENSMUSG00000071713",
3658
- "ENSMUSG00000071714",
3659
  "ENSMUSG00000071722",
3660
  "ENSMUSG00000071724",
 
3661
  "ENSMUSG00000072235",
3662
  "ENSMUSG00000072294",
3663
  "ENSMUSG00000072423",
3664
  "ENSMUSG00000072437",
3665
  "ENSMUSG00000072596",
3666
  "ENSMUSG00000072601",
3667
- "ENSMUSG00000072662",
3668
  "ENSMUSG00000072663",
 
3669
  "ENSMUSG00000072849",
3670
  "ENSMUSG00000072941",
3671
  "ENSMUSG00000072949",
 
3672
  "ENSMUSG00000073096",
3673
- "ENSMUSG00000073164",
3674
  "ENSMUSG00000073176",
3675
  "ENSMUSG00000073236",
3676
  "ENSMUSG00000073242",
3677
  "ENSMUSG00000073400",
 
3678
  "ENSMUSG00000073409",
3679
  "ENSMUSG00000073414",
3680
  "ENSMUSG00000073418",
@@ -3687,6 +3674,7 @@
3687
  "ENSMUSG00000073491",
3688
  "ENSMUSG00000073530",
3689
  "ENSMUSG00000073538",
 
3690
  "ENSMUSG00000073633",
3691
  "ENSMUSG00000073658",
3692
  "ENSMUSG00000073680",
@@ -3699,11 +3687,11 @@
3699
  "ENSMUSG00000074060",
3700
  "ENSMUSG00000074063",
3701
  "ENSMUSG00000074093",
3702
- "ENSMUSG00000074102",
3703
  "ENSMUSG00000074115",
3704
  "ENSMUSG00000074136",
3705
  "ENSMUSG00000074155",
3706
  "ENSMUSG00000074170",
 
3707
  "ENSMUSG00000074199",
3708
  "ENSMUSG00000074207",
3709
  "ENSMUSG00000074254",
@@ -3713,7 +3701,6 @@
3713
  "ENSMUSG00000074342",
3714
  "ENSMUSG00000074361",
3715
  "ENSMUSG00000074385",
3716
- "ENSMUSG00000074388",
3717
  "ENSMUSG00000074472",
3718
  "ENSMUSG00000074622",
3719
  "ENSMUSG00000074637",
@@ -3726,12 +3713,13 @@
3726
  "ENSMUSG00000074676",
3727
  "ENSMUSG00000074731",
3728
  "ENSMUSG00000074738",
 
3729
  "ENSMUSG00000074768",
3730
  "ENSMUSG00000074771",
3731
  "ENSMUSG00000074785",
3732
  "ENSMUSG00000074818",
3733
  "ENSMUSG00000074825",
3734
- "ENSMUSG00000074881",
3735
  "ENSMUSG00000074896",
3736
  "ENSMUSG00000074912",
3737
  "ENSMUSG00000074968",
@@ -3743,18 +3731,16 @@
3743
  "ENSMUSG00000075270",
3744
  "ENSMUSG00000075284",
3745
  "ENSMUSG00000075318",
3746
- "ENSMUSG00000075324",
3747
  "ENSMUSG00000075334",
3748
  "ENSMUSG00000075370",
3749
  "ENSMUSG00000075410",
3750
  "ENSMUSG00000075420",
3751
  "ENSMUSG00000075528",
3752
  "ENSMUSG00000075543",
3753
- "ENSMUSG00000075551",
3754
  "ENSMUSG00000075553",
3755
  "ENSMUSG00000075588",
3756
  "ENSMUSG00000075602",
3757
- "ENSMUSG00000075702",
3758
  "ENSMUSG00000075707",
3759
  "ENSMUSG00000076435",
3760
  "ENSMUSG00000076439",
@@ -3764,16 +3750,19 @@
3764
  "ENSMUSG00000078252",
3765
  "ENSMUSG00000078307",
3766
  "ENSMUSG00000078349",
3767
- "ENSMUSG00000078435",
3768
  "ENSMUSG00000078444",
3769
  "ENSMUSG00000078451",
3770
  "ENSMUSG00000078532",
 
3771
  "ENSMUSG00000078588",
3772
  "ENSMUSG00000078591",
3773
  "ENSMUSG00000078597",
3774
  "ENSMUSG00000078598",
 
3775
  "ENSMUSG00000078700",
3776
  "ENSMUSG00000078773",
 
 
3777
  "ENSMUSG00000078783",
3778
  "ENSMUSG00000078798",
3779
  "ENSMUSG00000078816",
@@ -3784,12 +3773,15 @@
3784
  "ENSMUSG00000078922",
3785
  "ENSMUSG00000078949",
3786
  "ENSMUSG00000078954",
 
 
3787
  "ENSMUSG00000078994",
 
3788
  "ENSMUSG00000079015",
3789
  "ENSMUSG00000079018",
3790
- "ENSMUSG00000079022",
3791
  "ENSMUSG00000079033",
3792
- "ENSMUSG00000079037",
 
3793
  "ENSMUSG00000079056",
3794
  "ENSMUSG00000079110",
3795
  "ENSMUSG00000079157",
@@ -3799,7 +3791,6 @@
3799
  "ENSMUSG00000079259",
3800
  "ENSMUSG00000079262",
3801
  "ENSMUSG00000079277",
3802
- "ENSMUSG00000079298",
3803
  "ENSMUSG00000079304",
3804
  "ENSMUSG00000079334",
3805
  "ENSMUSG00000079363",
@@ -3808,6 +3799,8 @@
3808
  "ENSMUSG00000079436",
3809
  "ENSMUSG00000079478",
3810
  "ENSMUSG00000079484",
 
 
3811
  "ENSMUSG00000079495",
3812
  "ENSMUSG00000079502",
3813
  "ENSMUSG00000079547",
@@ -3822,20 +3815,19 @@
3822
  "ENSMUSG00000082101",
3823
  "ENSMUSG00000082229",
3824
  "ENSMUSG00000084174",
3825
- "ENSMUSG00000084950",
 
3826
  "ENSMUSG00000085041",
3827
  "ENSMUSG00000085084",
3828
  "ENSMUSG00000085129",
3829
- "ENSMUSG00000085162",
3830
  "ENSMUSG00000085287",
3831
  "ENSMUSG00000085298",
3832
- "ENSMUSG00000085338",
3833
  "ENSMUSG00000085389",
3834
  "ENSMUSG00000085440",
3835
  "ENSMUSG00000085457",
3836
  "ENSMUSG00000085723",
3837
  "ENSMUSG00000085776",
3838
- "ENSMUSG00000085808",
3839
  "ENSMUSG00000086006",
3840
  "ENSMUSG00000086013",
3841
  "ENSMUSG00000086040",
@@ -3845,18 +3837,15 @@
3845
  "ENSMUSG00000086284",
3846
  "ENSMUSG00000086327",
3847
  "ENSMUSG00000086363",
3848
- "ENSMUSG00000086392",
3849
  "ENSMUSG00000086404",
3850
  "ENSMUSG00000086429",
3851
  "ENSMUSG00000086446",
3852
  "ENSMUSG00000086496",
3853
  "ENSMUSG00000086537",
3854
- "ENSMUSG00000086544",
3855
  "ENSMUSG00000086598",
3856
  "ENSMUSG00000086763",
3857
  "ENSMUSG00000086784",
3858
  "ENSMUSG00000086822",
3859
- "ENSMUSG00000086918",
3860
  "ENSMUSG00000086968",
3861
  "ENSMUSG00000087006",
3862
  "ENSMUSG00000087038",
@@ -3865,12 +3854,11 @@
3865
  "ENSMUSG00000087177",
3866
  "ENSMUSG00000087194",
3867
  "ENSMUSG00000087211",
3868
- "ENSMUSG00000087252",
3869
  "ENSMUSG00000087334",
3870
- "ENSMUSG00000087480",
3871
  "ENSMUSG00000087519",
3872
- "ENSMUSG00000087625",
3873
  "ENSMUSG00000089727",
 
3874
  "ENSMUSG00000089857",
3875
  "ENSMUSG00000089872",
3876
  "ENSMUSG00000089998",
@@ -3878,6 +3866,7 @@
3878
  "ENSMUSG00000090077",
3879
  "ENSMUSG00000090084",
3880
  "ENSMUSG00000090113",
 
3881
  "ENSMUSG00000090125",
3882
  "ENSMUSG00000090171",
3883
  "ENSMUSG00000090173",
@@ -3901,8 +3890,6 @@
3901
  "ENSMUSG00000091475",
3902
  "ENSMUSG00000091510",
3903
  "ENSMUSG00000091523",
3904
- "ENSMUSG00000091636",
3905
- "ENSMUSG00000091649",
3906
  "ENSMUSG00000091694",
3907
  "ENSMUSG00000091735",
3908
  "ENSMUSG00000091867",
@@ -3912,17 +3899,19 @@
3912
  "ENSMUSG00000091994",
3913
  "ENSMUSG00000092008",
3914
  "ENSMUSG00000092060",
 
3915
  "ENSMUSG00000092171",
3916
  "ENSMUSG00000092210",
3917
  "ENSMUSG00000092305",
3918
  "ENSMUSG00000092341",
 
3919
  "ENSMUSG00000092417",
3920
  "ENSMUSG00000092586",
3921
  "ENSMUSG00000093772",
 
3922
  "ENSMUSG00000094500",
3923
  "ENSMUSG00000094732",
3924
  "ENSMUSG00000094806",
3925
- "ENSMUSG00000094845",
3926
  "ENSMUSG00000094910",
3927
  "ENSMUSG00000095139",
3928
  "ENSMUSG00000095325",
@@ -3939,26 +3928,28 @@
3939
  "ENSMUSG00000096971",
3940
  "ENSMUSG00000096981",
3941
  "ENSMUSG00000096995",
3942
- "ENSMUSG00000097006",
3943
  "ENSMUSG00000097021",
3944
  "ENSMUSG00000097023",
3945
  "ENSMUSG00000097040",
3946
  "ENSMUSG00000097177",
 
3947
  "ENSMUSG00000097209",
3948
  "ENSMUSG00000097216",
 
3949
  "ENSMUSG00000097318",
3950
  "ENSMUSG00000097333",
3951
  "ENSMUSG00000097350",
3952
- "ENSMUSG00000097368",
3953
  "ENSMUSG00000097391",
3954
  "ENSMUSG00000097397",
3955
  "ENSMUSG00000097448",
 
3956
  "ENSMUSG00000097493",
3957
  "ENSMUSG00000097503",
3958
  "ENSMUSG00000097536",
3959
  "ENSMUSG00000097545",
3960
  "ENSMUSG00000097636",
3961
  "ENSMUSG00000097675",
 
3962
  "ENSMUSG00000097767",
3963
  "ENSMUSG00000097828",
3964
  "ENSMUSG00000097855",
@@ -3973,9 +3964,11 @@
3973
  "ENSMUSG00000099696",
3974
  "ENSMUSG00000099707",
3975
  "ENSMUSG00000100001",
3976
- "ENSMUSG00000100084",
3977
  "ENSMUSG00000100147",
 
3978
  "ENSMUSG00000100252",
 
 
3979
  "ENSMUSG00000100632",
3980
  "ENSMUSG00000100798",
3981
  "ENSMUSG00000100837",
@@ -3983,22 +3976,29 @@
3983
  "ENSMUSG00000101009",
3984
  "ENSMUSG00000101013",
3985
  "ENSMUSG00000101225",
 
3986
  "ENSMUSG00000102101",
3987
  "ENSMUSG00000102418",
3988
  "ENSMUSG00000102543",
 
 
3989
  "ENSMUSG00000103711",
3990
- "ENSMUSG00000103897",
3991
  "ENSMUSG00000104148",
3992
  "ENSMUSG00000104445",
3993
- "ENSMUSG00000104667",
3994
  "ENSMUSG00000105076",
3995
  "ENSMUSG00000105265",
 
3996
  "ENSMUSG00000105891",
 
3997
  "ENSMUSG00000106379",
3998
  "ENSMUSG00000106847",
 
3999
  "ENSMUSG00000109006",
 
4000
  "ENSMUSG00000109628",
4001
  "ENSMUSG00000109644",
 
 
4002
  "ENSMUSG00000111761"
4003
  ],
4004
  "label_categories": [
@@ -4041,6 +4041,7 @@
4041
  "epithelial cell of large intestine",
4042
  "epithelial cell of proximal tubule",
4043
  "epithelial cell of thymus",
 
4044
  "fibroblast",
4045
  "fibroblast of cardiac tissue",
4046
  "fibroblast of lung",
@@ -4104,6 +4105,8 @@
4104
  "proerythroblast",
4105
  "professional antigen presenting cell",
4106
  "promonocyte",
 
 
4107
  "pulmonary interstitial fibroblast",
4108
  "regular atrial cardiac myocyte",
4109
  "regular ventricular cardiac myocyte",
@@ -4117,7 +4120,7 @@
4117
  "stromal cell",
4118
  "thymocyte",
4119
  "type B pancreatic cell",
4120
- "unassigned",
4121
- "vein endothelial cell"
4122
  ]
4123
  }
 
29
  "ENSMUSG00000000617",
30
  "ENSMUSG00000000627",
31
  "ENSMUSG00000000632",
 
32
  "ENSMUSG00000000724",
33
  "ENSMUSG00000000739",
34
  "ENSMUSG00000000753",
 
37
  "ENSMUSG00000000792",
38
  "ENSMUSG00000000805",
39
  "ENSMUSG00000000817",
 
40
  "ENSMUSG00000000903",
41
  "ENSMUSG00000000915",
 
42
  "ENSMUSG00000000982",
43
  "ENSMUSG00000000983",
44
  "ENSMUSG00000001020",
45
  "ENSMUSG00000001025",
 
46
  "ENSMUSG00000001029",
47
  "ENSMUSG00000001036",
48
  "ENSMUSG00000001062",
 
51
  "ENSMUSG00000001138",
52
  "ENSMUSG00000001150",
53
  "ENSMUSG00000001155",
54
+ "ENSMUSG00000001240",
55
  "ENSMUSG00000001249",
56
  "ENSMUSG00000001260",
57
  "ENSMUSG00000001270",
 
59
  "ENSMUSG00000001334",
60
  "ENSMUSG00000001348",
61
  "ENSMUSG00000001349",
62
+ "ENSMUSG00000001380",
63
  "ENSMUSG00000001403",
64
  "ENSMUSG00000001444",
65
  "ENSMUSG00000001493",
66
  "ENSMUSG00000001494",
67
+ "ENSMUSG00000001496",
68
  "ENSMUSG00000001506",
69
  "ENSMUSG00000001508",
70
  "ENSMUSG00000001520",
 
77
  "ENSMUSG00000001739",
78
  "ENSMUSG00000001750",
79
  "ENSMUSG00000001751",
 
80
  "ENSMUSG00000001785",
 
81
  "ENSMUSG00000001827",
82
  "ENSMUSG00000001833",
83
  "ENSMUSG00000001864",
 
96
  "ENSMUSG00000002103",
97
  "ENSMUSG00000002108",
98
  "ENSMUSG00000002204",
 
99
  "ENSMUSG00000002274",
100
  "ENSMUSG00000002279",
101
  "ENSMUSG00000002289",
102
  "ENSMUSG00000002329",
103
  "ENSMUSG00000002341",
104
  "ENSMUSG00000002342",
 
105
  "ENSMUSG00000002500",
106
  "ENSMUSG00000002504",
107
  "ENSMUSG00000002588",
108
+ "ENSMUSG00000002603",
109
  "ENSMUSG00000002732",
110
  "ENSMUSG00000002768",
111
  "ENSMUSG00000002769",
 
116
  "ENSMUSG00000002847",
117
  "ENSMUSG00000002930",
118
  "ENSMUSG00000002944",
 
119
  "ENSMUSG00000002985",
120
  "ENSMUSG00000003038",
121
  "ENSMUSG00000003053",
 
151
  "ENSMUSG00000004035",
152
  "ENSMUSG00000004038",
153
  "ENSMUSG00000004044",
154
+ "ENSMUSG00000004054",
155
  "ENSMUSG00000004070",
156
  "ENSMUSG00000004098",
157
  "ENSMUSG00000004113",
 
163
  "ENSMUSG00000004359",
164
  "ENSMUSG00000004360",
165
  "ENSMUSG00000004366",
 
166
  "ENSMUSG00000004415",
167
  "ENSMUSG00000004446",
168
  "ENSMUSG00000004473",
 
171
  "ENSMUSG00000004609",
172
  "ENSMUSG00000004612",
173
  "ENSMUSG00000004630",
 
174
  "ENSMUSG00000004633",
175
  "ENSMUSG00000004655",
176
  "ENSMUSG00000004661",
 
179
  "ENSMUSG00000004791",
180
  "ENSMUSG00000004814",
181
  "ENSMUSG00000004815",
182
+ "ENSMUSG00000004821",
183
  "ENSMUSG00000004837",
184
  "ENSMUSG00000004872",
185
  "ENSMUSG00000004892",
 
188
  "ENSMUSG00000004929",
189
  "ENSMUSG00000004933",
190
  "ENSMUSG00000004951",
191
+ "ENSMUSG00000004952",
192
  "ENSMUSG00000005078",
193
  "ENSMUSG00000005089",
194
+ "ENSMUSG00000005102",
195
  "ENSMUSG00000005107",
196
  "ENSMUSG00000005232",
197
  "ENSMUSG00000005237",
198
  "ENSMUSG00000005267",
199
  "ENSMUSG00000005268",
200
  "ENSMUSG00000005339",
 
201
  "ENSMUSG00000005360",
202
  "ENSMUSG00000005364",
 
203
  "ENSMUSG00000005373",
204
  "ENSMUSG00000005397",
205
  "ENSMUSG00000005413",
 
212
  "ENSMUSG00000005640",
213
  "ENSMUSG00000005681",
214
  "ENSMUSG00000005716",
215
+ "ENSMUSG00000005763",
216
  "ENSMUSG00000005800",
217
  "ENSMUSG00000005871",
218
  "ENSMUSG00000005958",
219
  "ENSMUSG00000005980",
220
  "ENSMUSG00000005983",
221
  "ENSMUSG00000006014",
222
+ "ENSMUSG00000006057",
223
  "ENSMUSG00000006143",
224
+ "ENSMUSG00000006179",
225
  "ENSMUSG00000006216",
226
  "ENSMUSG00000006221",
 
227
  "ENSMUSG00000006269",
228
  "ENSMUSG00000006273",
229
  "ENSMUSG00000006310",
 
236
  "ENSMUSG00000006386",
237
  "ENSMUSG00000006390",
238
  "ENSMUSG00000006398",
239
+ "ENSMUSG00000006403",
240
  "ENSMUSG00000006435",
241
  "ENSMUSG00000006469",
242
  "ENSMUSG00000006476",
 
252
  "ENSMUSG00000006675",
253
  "ENSMUSG00000006777",
254
  "ENSMUSG00000006782",
 
255
  "ENSMUSG00000007021",
256
  "ENSMUSG00000007097",
 
257
  "ENSMUSG00000007122",
258
  "ENSMUSG00000007216",
259
+ "ENSMUSG00000007279",
260
  "ENSMUSG00000007594",
261
  "ENSMUSG00000007653",
262
  "ENSMUSG00000007655",
 
272
  "ENSMUSG00000008496",
273
  "ENSMUSG00000008658",
274
  "ENSMUSG00000008734",
275
+ "ENSMUSG00000008843",
276
  "ENSMUSG00000008845",
277
  "ENSMUSG00000009092",
278
  "ENSMUSG00000009114",
 
281
  "ENSMUSG00000009216",
282
  "ENSMUSG00000009246",
283
  "ENSMUSG00000009281",
 
284
  "ENSMUSG00000009350",
285
  "ENSMUSG00000009394",
286
  "ENSMUSG00000009471",
 
294
  "ENSMUSG00000010044",
295
  "ENSMUSG00000010047",
296
  "ENSMUSG00000010064",
 
297
  "ENSMUSG00000010122",
298
+ "ENSMUSG00000010136",
299
  "ENSMUSG00000010307",
300
  "ENSMUSG00000010362",
301
  "ENSMUSG00000010476",
 
302
  "ENSMUSG00000010651",
303
  "ENSMUSG00000010803",
304
+ "ENSMUSG00000011148",
305
  "ENSMUSG00000011154",
306
  "ENSMUSG00000011267",
307
  "ENSMUSG00000011427",
 
310
  "ENSMUSG00000011751",
311
  "ENSMUSG00000012187",
312
  "ENSMUSG00000012428",
313
+ "ENSMUSG00000012819",
314
  "ENSMUSG00000013089",
 
315
  "ENSMUSG00000013495",
316
  "ENSMUSG00000013523",
317
+ "ENSMUSG00000013584",
318
  "ENSMUSG00000013643",
319
  "ENSMUSG00000013653",
320
  "ENSMUSG00000013698",
 
341
  "ENSMUSG00000015085",
342
  "ENSMUSG00000015090",
343
  "ENSMUSG00000015093",
 
344
  "ENSMUSG00000015149",
345
  "ENSMUSG00000015224",
346
  "ENSMUSG00000015312",
347
  "ENSMUSG00000015314",
348
  "ENSMUSG00000015354",
 
349
  "ENSMUSG00000015396",
350
  "ENSMUSG00000015401",
351
  "ENSMUSG00000015405",
 
359
  "ENSMUSG00000015709",
360
  "ENSMUSG00000015806",
361
  "ENSMUSG00000015829",
362
+ "ENSMUSG00000015852",
363
  "ENSMUSG00000015854",
364
  "ENSMUSG00000015947",
 
365
  "ENSMUSG00000016150",
366
  "ENSMUSG00000016179",
367
  "ENSMUSG00000016194",
368
  "ENSMUSG00000016255",
369
  "ENSMUSG00000016256",
 
370
  "ENSMUSG00000016356",
371
  "ENSMUSG00000016382",
 
372
  "ENSMUSG00000016529",
373
  "ENSMUSG00000016619",
374
  "ENSMUSG00000016624",
 
381
  "ENSMUSG00000017144",
382
  "ENSMUSG00000017195",
383
  "ENSMUSG00000017204",
 
384
  "ENSMUSG00000017300",
385
  "ENSMUSG00000017309",
386
  "ENSMUSG00000017311",
 
396
  "ENSMUSG00000017740",
397
  "ENSMUSG00000017754",
398
  "ENSMUSG00000017837",
 
399
  "ENSMUSG00000018196",
400
  "ENSMUSG00000018211",
401
  "ENSMUSG00000018238",
402
  "ENSMUSG00000018322",
403
  "ENSMUSG00000018339",
404
  "ENSMUSG00000018381",
405
+ "ENSMUSG00000018395",
406
  "ENSMUSG00000018398",
407
  "ENSMUSG00000018411",
408
  "ENSMUSG00000018417",
 
409
  "ENSMUSG00000018451",
410
  "ENSMUSG00000018459",
411
  "ENSMUSG00000018470",
 
416
  "ENSMUSG00000018593",
417
  "ENSMUSG00000018623",
418
  "ENSMUSG00000018634",
 
419
  "ENSMUSG00000018776",
420
  "ENSMUSG00000018819",
421
  "ENSMUSG00000018822",
 
423
  "ENSMUSG00000018844",
424
  "ENSMUSG00000018865",
425
  "ENSMUSG00000018893",
426
+ "ENSMUSG00000018899",
427
  "ENSMUSG00000018907",
428
  "ENSMUSG00000018916",
429
  "ENSMUSG00000018920",
 
436
  "ENSMUSG00000019080",
437
  "ENSMUSG00000019102",
438
  "ENSMUSG00000019122",
 
439
  "ENSMUSG00000019146",
440
  "ENSMUSG00000019178",
441
  "ENSMUSG00000019230",
 
447
  "ENSMUSG00000019373",
448
  "ENSMUSG00000019489",
449
  "ENSMUSG00000019539",
450
+ "ENSMUSG00000019699",
451
  "ENSMUSG00000019762",
452
  "ENSMUSG00000019768",
453
+ "ENSMUSG00000019785",
454
  "ENSMUSG00000019789",
455
  "ENSMUSG00000019803",
456
  "ENSMUSG00000019822",
 
460
  "ENSMUSG00000019851",
461
  "ENSMUSG00000019864",
462
  "ENSMUSG00000019874",
 
463
  "ENSMUSG00000019890",
464
  "ENSMUSG00000019892",
465
  "ENSMUSG00000019894",
466
+ "ENSMUSG00000019906",
467
  "ENSMUSG00000019916",
468
  "ENSMUSG00000019917",
469
  "ENSMUSG00000019929",
 
470
  "ENSMUSG00000019936",
471
  "ENSMUSG00000019987",
472
  "ENSMUSG00000019997",
 
479
  "ENSMUSG00000020051",
480
  "ENSMUSG00000020052",
481
  "ENSMUSG00000020053",
 
482
  "ENSMUSG00000020083",
 
483
  "ENSMUSG00000020096",
484
  "ENSMUSG00000020100",
485
  "ENSMUSG00000020101",
 
493
  "ENSMUSG00000020170",
494
  "ENSMUSG00000020178",
495
  "ENSMUSG00000020181",
496
+ "ENSMUSG00000020182",
497
  "ENSMUSG00000020216",
498
  "ENSMUSG00000020218",
499
  "ENSMUSG00000020231",
 
505
  "ENSMUSG00000020323",
506
  "ENSMUSG00000020327",
507
  "ENSMUSG00000020333",
 
 
508
  "ENSMUSG00000020363",
509
  "ENSMUSG00000020381",
 
510
  "ENSMUSG00000020399",
511
  "ENSMUSG00000020405",
512
  "ENSMUSG00000020407",
 
524
  "ENSMUSG00000020471",
525
  "ENSMUSG00000020472",
526
  "ENSMUSG00000020473",
 
527
  "ENSMUSG00000020475",
528
  "ENSMUSG00000020486",
529
  "ENSMUSG00000020522",
530
  "ENSMUSG00000020524",
531
+ "ENSMUSG00000020530",
532
  "ENSMUSG00000020542",
 
533
  "ENSMUSG00000020577",
534
  "ENSMUSG00000020581",
535
  "ENSMUSG00000020583",
536
+ "ENSMUSG00000020589",
537
  "ENSMUSG00000020591",
538
  "ENSMUSG00000020593",
539
  "ENSMUSG00000020598",
 
552
  "ENSMUSG00000020689",
553
  "ENSMUSG00000020696",
554
  "ENSMUSG00000020698",
555
+ "ENSMUSG00000020703",
556
  "ENSMUSG00000020704",
557
  "ENSMUSG00000020709",
558
  "ENSMUSG00000020712",
 
562
  "ENSMUSG00000020734",
563
  "ENSMUSG00000020740",
564
  "ENSMUSG00000020774",
 
565
  "ENSMUSG00000020785",
566
  "ENSMUSG00000020787",
567
  "ENSMUSG00000020799",
568
  "ENSMUSG00000020810",
569
  "ENSMUSG00000020811",
570
  "ENSMUSG00000020818",
571
+ "ENSMUSG00000020829",
572
  "ENSMUSG00000020836",
573
  "ENSMUSG00000020867",
574
  "ENSMUSG00000020872",
575
  "ENSMUSG00000020873",
 
576
  "ENSMUSG00000020884",
577
+ "ENSMUSG00000020886",
578
  "ENSMUSG00000020911",
579
  "ENSMUSG00000020912",
580
  "ENSMUSG00000020913",
581
  "ENSMUSG00000020916",
 
582
  "ENSMUSG00000020926",
583
  "ENSMUSG00000020928",
584
  "ENSMUSG00000020929",
 
593
  "ENSMUSG00000021032",
594
  "ENSMUSG00000021038",
595
  "ENSMUSG00000021055",
 
596
  "ENSMUSG00000021071",
597
  "ENSMUSG00000021087",
598
  "ENSMUSG00000021091",
599
  "ENSMUSG00000021095",
600
  "ENSMUSG00000021130",
601
  "ENSMUSG00000021135",
602
+ "ENSMUSG00000021140",
603
  "ENSMUSG00000021177",
604
  "ENSMUSG00000021186",
605
  "ENSMUSG00000021190",
 
610
  "ENSMUSG00000021221",
611
  "ENSMUSG00000021240",
612
  "ENSMUSG00000021250",
613
+ "ENSMUSG00000021263",
614
  "ENSMUSG00000021268",
615
  "ENSMUSG00000021278",
 
616
  "ENSMUSG00000021287",
617
  "ENSMUSG00000021294",
618
+ "ENSMUSG00000021301",
619
  "ENSMUSG00000021306",
620
  "ENSMUSG00000021313",
621
  "ENSMUSG00000021314",
 
636
  "ENSMUSG00000021453",
637
  "ENSMUSG00000021478",
638
  "ENSMUSG00000021490",
639
+ "ENSMUSG00000021492",
640
  "ENSMUSG00000021508",
641
  "ENSMUSG00000021514",
642
  "ENSMUSG00000021536",
 
659
  "ENSMUSG00000021702",
660
  "ENSMUSG00000021708",
661
  "ENSMUSG00000021719",
662
+ "ENSMUSG00000021730",
663
  "ENSMUSG00000021749",
664
  "ENSMUSG00000021750",
665
  "ENSMUSG00000021759",
666
+ "ENSMUSG00000021768",
667
  "ENSMUSG00000021773",
668
  "ENSMUSG00000021789",
 
669
  "ENSMUSG00000021795",
670
  "ENSMUSG00000021798",
671
  "ENSMUSG00000021814",
672
  "ENSMUSG00000021822",
673
  "ENSMUSG00000021835",
674
+ "ENSMUSG00000021850",
675
  "ENSMUSG00000021872",
676
  "ENSMUSG00000021898",
677
  "ENSMUSG00000021900",
678
  "ENSMUSG00000021902",
679
+ "ENSMUSG00000021904",
680
  "ENSMUSG00000021922",
681
  "ENSMUSG00000021939",
682
  "ENSMUSG00000021943",
 
699
  "ENSMUSG00000022057",
700
  "ENSMUSG00000022090",
701
  "ENSMUSG00000022097",
 
702
  "ENSMUSG00000022103",
703
  "ENSMUSG00000022112",
704
  "ENSMUSG00000022122",
 
707
  "ENSMUSG00000022131",
708
  "ENSMUSG00000022132",
709
  "ENSMUSG00000022142",
710
+ "ENSMUSG00000022148",
711
  "ENSMUSG00000022157",
712
  "ENSMUSG00000022159",
713
  "ENSMUSG00000022199",
 
725
  "ENSMUSG00000022296",
726
  "ENSMUSG00000022304",
727
  "ENSMUSG00000022305",
 
728
  "ENSMUSG00000022315",
729
  "ENSMUSG00000022321",
730
  "ENSMUSG00000022323",
 
737
  "ENSMUSG00000022367",
738
  "ENSMUSG00000022375",
739
  "ENSMUSG00000022377",
740
+ "ENSMUSG00000022383",
741
  "ENSMUSG00000022386",
742
  "ENSMUSG00000022415",
 
743
  "ENSMUSG00000022420",
744
  "ENSMUSG00000022421",
745
  "ENSMUSG00000022425",
 
746
  "ENSMUSG00000022434",
747
  "ENSMUSG00000022435",
748
  "ENSMUSG00000022436",
 
 
749
  "ENSMUSG00000022456",
750
  "ENSMUSG00000022472",
751
  "ENSMUSG00000022475",
 
757
  "ENSMUSG00000022501",
758
  "ENSMUSG00000022514",
759
  "ENSMUSG00000022517",
 
760
  "ENSMUSG00000022534",
761
  "ENSMUSG00000022540",
762
  "ENSMUSG00000022548",
 
764
  "ENSMUSG00000022559",
765
  "ENSMUSG00000022560",
766
  "ENSMUSG00000022561",
 
767
  "ENSMUSG00000022577",
768
  "ENSMUSG00000022580",
769
  "ENSMUSG00000022583",
 
836
  "ENSMUSG00000023073",
837
  "ENSMUSG00000023078",
838
  "ENSMUSG00000023084",
 
839
  "ENSMUSG00000023132",
840
  "ENSMUSG00000023147",
841
  "ENSMUSG00000023153",
 
846
  "ENSMUSG00000023247",
847
  "ENSMUSG00000023267",
848
  "ENSMUSG00000023284",
 
849
  "ENSMUSG00000023330",
850
  "ENSMUSG00000023336",
851
  "ENSMUSG00000023349",
 
893
  "ENSMUSG00000024109",
894
  "ENSMUSG00000024112",
895
  "ENSMUSG00000024131",
896
+ "ENSMUSG00000024134",
897
  "ENSMUSG00000024140",
898
  "ENSMUSG00000024142",
899
  "ENSMUSG00000024160",
900
+ "ENSMUSG00000024164",
901
  "ENSMUSG00000024168",
902
  "ENSMUSG00000024169",
903
  "ENSMUSG00000024176",
 
914
  "ENSMUSG00000024302",
915
  "ENSMUSG00000024304",
916
  "ENSMUSG00000024313",
917
+ "ENSMUSG00000024334",
918
  "ENSMUSG00000024347",
 
919
  "ENSMUSG00000024353",
920
  "ENSMUSG00000024354",
921
  "ENSMUSG00000024366",
922
+ "ENSMUSG00000024371",
923
  "ENSMUSG00000024379",
924
  "ENSMUSG00000024381",
925
  "ENSMUSG00000024386",
926
  "ENSMUSG00000024391",
927
  "ENSMUSG00000024395",
928
+ "ENSMUSG00000024399",
929
  "ENSMUSG00000024401",
930
  "ENSMUSG00000024402",
931
  "ENSMUSG00000024403",
 
950
  "ENSMUSG00000024621",
951
  "ENSMUSG00000024640",
952
  "ENSMUSG00000024644",
953
+ "ENSMUSG00000024647",
954
  "ENSMUSG00000024650",
955
  "ENSMUSG00000024653",
956
  "ENSMUSG00000024654",
 
966
  "ENSMUSG00000024681",
967
  "ENSMUSG00000024694",
968
  "ENSMUSG00000024727",
 
969
  "ENSMUSG00000024784",
970
  "ENSMUSG00000024786",
971
  "ENSMUSG00000024793",
972
  "ENSMUSG00000024803",
973
  "ENSMUSG00000024810",
974
  "ENSMUSG00000024826",
975
+ "ENSMUSG00000024827",
976
  "ENSMUSG00000024846",
 
 
977
  "ENSMUSG00000024857",
978
  "ENSMUSG00000024863",
979
  "ENSMUSG00000024871",
980
  "ENSMUSG00000024873",
981
+ "ENSMUSG00000024878",
982
  "ENSMUSG00000024889",
 
983
  "ENSMUSG00000024907",
984
  "ENSMUSG00000024910",
985
  "ENSMUSG00000024935",
 
991
  "ENSMUSG00000024975",
992
  "ENSMUSG00000024987",
993
  "ENSMUSG00000024990",
994
+ "ENSMUSG00000024992",
995
  "ENSMUSG00000025002",
996
  "ENSMUSG00000025013",
997
  "ENSMUSG00000025014",
 
1022
  "ENSMUSG00000025241",
1023
  "ENSMUSG00000025243",
1024
  "ENSMUSG00000025257",
1025
+ "ENSMUSG00000025260",
1026
  "ENSMUSG00000025270",
1027
  "ENSMUSG00000025279",
1028
+ "ENSMUSG00000025316",
1029
  "ENSMUSG00000025317",
1030
  "ENSMUSG00000025318",
1031
  "ENSMUSG00000025321",
1032
+ "ENSMUSG00000025324",
1033
  "ENSMUSG00000025348",
1034
  "ENSMUSG00000025350",
1035
  "ENSMUSG00000025372",
 
1039
  "ENSMUSG00000025413",
1040
  "ENSMUSG00000025417",
1041
  "ENSMUSG00000025425",
1042
+ "ENSMUSG00000025432",
1043
  "ENSMUSG00000025461",
1044
  "ENSMUSG00000025468",
1045
  "ENSMUSG00000025470",
1046
  "ENSMUSG00000025475",
1047
  "ENSMUSG00000025478",
1048
  "ENSMUSG00000025479",
1049
+ "ENSMUSG00000025482",
1050
  "ENSMUSG00000025484",
1051
  "ENSMUSG00000025486",
1052
  "ENSMUSG00000025488",
 
1056
  "ENSMUSG00000025505",
1057
  "ENSMUSG00000025511",
1058
  "ENSMUSG00000025521",
1059
+ "ENSMUSG00000025558",
1060
  "ENSMUSG00000025576",
1061
  "ENSMUSG00000025582",
1062
  "ENSMUSG00000025586",
1063
  "ENSMUSG00000025592",
1064
  "ENSMUSG00000025597",
1065
+ "ENSMUSG00000025602",
1066
  "ENSMUSG00000025608",
1067
  "ENSMUSG00000025610",
1068
  "ENSMUSG00000025658",
 
1072
  "ENSMUSG00000025739",
1073
  "ENSMUSG00000025743",
1074
  "ENSMUSG00000025746",
 
1075
  "ENSMUSG00000025777",
1076
  "ENSMUSG00000025784",
1077
  "ENSMUSG00000025787",
1078
  "ENSMUSG00000025804",
1079
  "ENSMUSG00000025854",
1080
  "ENSMUSG00000025855",
 
1081
  "ENSMUSG00000025867",
1082
+ "ENSMUSG00000025870",
1083
  "ENSMUSG00000025871",
1084
  "ENSMUSG00000025873",
1085
  "ENSMUSG00000025875",
 
1099
  "ENSMUSG00000026009",
1100
  "ENSMUSG00000026011",
1101
  "ENSMUSG00000026012",
1102
+ "ENSMUSG00000026037",
1103
  "ENSMUSG00000026043",
1104
  "ENSMUSG00000026047",
1105
  "ENSMUSG00000026051",
 
1113
  "ENSMUSG00000026147",
1114
  "ENSMUSG00000026163",
1115
  "ENSMUSG00000026166",
 
1116
  "ENSMUSG00000026182",
1117
  "ENSMUSG00000026185",
1118
  "ENSMUSG00000026189",
1119
  "ENSMUSG00000026201",
1120
  "ENSMUSG00000026203",
 
1121
  "ENSMUSG00000026208",
1122
  "ENSMUSG00000026224",
 
1123
  "ENSMUSG00000026235",
1124
  "ENSMUSG00000026241",
1125
  "ENSMUSG00000026247",
 
1128
  "ENSMUSG00000026272",
1129
  "ENSMUSG00000026285",
1130
  "ENSMUSG00000026295",
1131
+ "ENSMUSG00000026301",
1132
  "ENSMUSG00000026304",
1133
  "ENSMUSG00000026321",
1134
  "ENSMUSG00000026348",
 
1136
  "ENSMUSG00000026368",
1137
  "ENSMUSG00000026384",
1138
  "ENSMUSG00000026390",
1139
+ "ENSMUSG00000026393",
1140
  "ENSMUSG00000026405",
1141
  "ENSMUSG00000026407",
1142
  "ENSMUSG00000026414",
1143
  "ENSMUSG00000026415",
1144
  "ENSMUSG00000026417",
1145
  "ENSMUSG00000026418",
 
1146
  "ENSMUSG00000026421",
1147
  "ENSMUSG00000026424",
1148
  "ENSMUSG00000026429",
1149
+ "ENSMUSG00000026437",
1150
  "ENSMUSG00000026442",
1151
  "ENSMUSG00000026452",
1152
  "ENSMUSG00000026456",
 
1156
  "ENSMUSG00000026504",
1157
  "ENSMUSG00000026514",
1158
  "ENSMUSG00000026523",
1159
+ "ENSMUSG00000026525",
1160
  "ENSMUSG00000026527",
1161
  "ENSMUSG00000026532",
1162
  "ENSMUSG00000026542",
1163
  "ENSMUSG00000026548",
1164
  "ENSMUSG00000026558",
1165
+ "ENSMUSG00000026564",
1166
  "ENSMUSG00000026566",
1167
  "ENSMUSG00000026573",
1168
  "ENSMUSG00000026574",
 
1198
  "ENSMUSG00000026788",
1199
  "ENSMUSG00000026791",
1200
  "ENSMUSG00000026792",
 
1201
  "ENSMUSG00000026814",
1202
  "ENSMUSG00000026817",
1203
  "ENSMUSG00000026818",
 
1213
  "ENSMUSG00000026849",
1214
  "ENSMUSG00000026853",
1215
  "ENSMUSG00000026854",
1216
+ "ENSMUSG00000026873",
1217
  "ENSMUSG00000026874",
1218
  "ENSMUSG00000026875",
1219
  "ENSMUSG00000026879",
 
1233
  "ENSMUSG00000026991",
1234
  "ENSMUSG00000027001",
1235
  "ENSMUSG00000027070",
1236
+ "ENSMUSG00000027071",
1237
  "ENSMUSG00000027072",
1238
  "ENSMUSG00000027073",
1239
  "ENSMUSG00000027076",
1240
  "ENSMUSG00000027078",
1241
  "ENSMUSG00000027087",
1242
  "ENSMUSG00000027107",
 
 
1243
  "ENSMUSG00000027163",
 
1244
  "ENSMUSG00000027167",
1245
  "ENSMUSG00000027173",
1246
  "ENSMUSG00000027199",
 
1250
  "ENSMUSG00000027221",
1251
  "ENSMUSG00000027227",
1252
  "ENSMUSG00000027238",
1253
+ "ENSMUSG00000027249",
1254
  "ENSMUSG00000027254",
1255
  "ENSMUSG00000027261",
1256
  "ENSMUSG00000027270",
 
1261
  "ENSMUSG00000027322",
1262
  "ENSMUSG00000027335",
1263
  "ENSMUSG00000027338",
 
1264
  "ENSMUSG00000027350",
1265
  "ENSMUSG00000027359",
1266
  "ENSMUSG00000027360",
1267
+ "ENSMUSG00000027368",
1268
  "ENSMUSG00000027375",
1269
  "ENSMUSG00000027381",
1270
  "ENSMUSG00000027386",
1271
  "ENSMUSG00000027398",
1272
  "ENSMUSG00000027400",
1273
+ "ENSMUSG00000027408",
1274
  "ENSMUSG00000027419",
1275
  "ENSMUSG00000027428",
1276
  "ENSMUSG00000027434",
 
1278
  "ENSMUSG00000027438",
1279
  "ENSMUSG00000027447",
1280
  "ENSMUSG00000027457",
1281
+ "ENSMUSG00000027459",
1282
  "ENSMUSG00000027460",
1283
+ "ENSMUSG00000027463",
1284
  "ENSMUSG00000027474",
1285
  "ENSMUSG00000027475",
1286
  "ENSMUSG00000027483",
 
1293
  "ENSMUSG00000027524",
1294
  "ENSMUSG00000027525",
1295
  "ENSMUSG00000027533",
 
1296
  "ENSMUSG00000027544",
1297
  "ENSMUSG00000027556",
1298
  "ENSMUSG00000027559",
 
1313
  "ENSMUSG00000027670",
1314
  "ENSMUSG00000027674",
1315
  "ENSMUSG00000027692",
 
1316
  "ENSMUSG00000027713",
1317
  "ENSMUSG00000027716",
1318
  "ENSMUSG00000027737",
 
1321
  "ENSMUSG00000027752",
1322
  "ENSMUSG00000027761",
1323
  "ENSMUSG00000027777",
1324
+ "ENSMUSG00000027784",
1325
+ "ENSMUSG00000027793",
1326
  "ENSMUSG00000027796",
1327
  "ENSMUSG00000027797",
1328
  "ENSMUSG00000027800",
 
1345
  "ENSMUSG00000027913",
1346
  "ENSMUSG00000027931",
1347
  "ENSMUSG00000027933",
1348
+ "ENSMUSG00000027950",
1349
  "ENSMUSG00000027952",
1350
  "ENSMUSG00000027956",
1351
  "ENSMUSG00000027962",
1352
  "ENSMUSG00000027977",
1353
  "ENSMUSG00000027978",
1354
  "ENSMUSG00000027985",
 
1355
  "ENSMUSG00000027995",
1356
  "ENSMUSG00000027996",
1357
  "ENSMUSG00000027997",
 
1375
  "ENSMUSG00000028108",
1376
  "ENSMUSG00000028111",
1377
  "ENSMUSG00000028116",
1378
+ "ENSMUSG00000028128",
1379
  "ENSMUSG00000028139",
1380
  "ENSMUSG00000028148",
1381
  "ENSMUSG00000028167",
 
1403
  "ENSMUSG00000028356",
1404
  "ENSMUSG00000028357",
1405
  "ENSMUSG00000028362",
1406
+ "ENSMUSG00000028364",
1407
  "ENSMUSG00000028369",
1408
  "ENSMUSG00000028378",
1409
  "ENSMUSG00000028411",
 
1411
  "ENSMUSG00000028415",
1412
  "ENSMUSG00000028427",
1413
  "ENSMUSG00000028435",
1414
+ "ENSMUSG00000028441",
1415
  "ENSMUSG00000028444",
1416
  "ENSMUSG00000028445",
1417
  "ENSMUSG00000028459",
1418
  "ENSMUSG00000028460",
1419
  "ENSMUSG00000028461",
1420
  "ENSMUSG00000028464",
 
1421
  "ENSMUSG00000028494",
1422
  "ENSMUSG00000028497",
1423
  "ENSMUSG00000028517",
1424
  "ENSMUSG00000028524",
1425
  "ENSMUSG00000028528",
 
1426
  "ENSMUSG00000028553",
1427
  "ENSMUSG00000028567",
1428
  "ENSMUSG00000028571",
 
1429
  "ENSMUSG00000028581",
1430
  "ENSMUSG00000028591",
1431
  "ENSMUSG00000028599",
1432
  "ENSMUSG00000028600",
1433
  "ENSMUSG00000028601",
1434
+ "ENSMUSG00000028602",
1435
  "ENSMUSG00000028613",
1436
  "ENSMUSG00000028637",
1437
  "ENSMUSG00000028644",
1438
  "ENSMUSG00000028645",
1439
  "ENSMUSG00000028651",
 
1440
  "ENSMUSG00000028681",
1441
  "ENSMUSG00000028699",
1442
  "ENSMUSG00000028700",
 
1445
  "ENSMUSG00000028713",
1446
  "ENSMUSG00000028715",
1447
  "ENSMUSG00000028716",
1448
+ "ENSMUSG00000028736",
1449
  "ENSMUSG00000028744",
1450
  "ENSMUSG00000028766",
1451
  "ENSMUSG00000028773",
 
1455
  "ENSMUSG00000028785",
1456
  "ENSMUSG00000028825",
1457
  "ENSMUSG00000028832",
 
1458
  "ENSMUSG00000028836",
1459
  "ENSMUSG00000028845",
1460
  "ENSMUSG00000028850",
 
1468
  "ENSMUSG00000028914",
1469
  "ENSMUSG00000028917",
1470
  "ENSMUSG00000028937",
 
1471
  "ENSMUSG00000028965",
1472
  "ENSMUSG00000028972",
1473
  "ENSMUSG00000028976",
 
1491
  "ENSMUSG00000029163",
1492
  "ENSMUSG00000029168",
1493
  "ENSMUSG00000029175",
1494
+ "ENSMUSG00000029182",
1495
  "ENSMUSG00000029188",
1496
  "ENSMUSG00000029193",
1497
  "ENSMUSG00000029199",
 
1498
  "ENSMUSG00000029211",
1499
  "ENSMUSG00000029212",
 
1500
  "ENSMUSG00000029228",
1501
  "ENSMUSG00000029245",
1502
  "ENSMUSG00000029249",
 
1508
  "ENSMUSG00000029304",
1509
  "ENSMUSG00000029307",
1510
  "ENSMUSG00000029309",
 
1511
  "ENSMUSG00000029326",
1512
  "ENSMUSG00000029343",
1513
  "ENSMUSG00000029346",
 
1521
  "ENSMUSG00000029378",
1522
  "ENSMUSG00000029379",
1523
  "ENSMUSG00000029380",
1524
+ "ENSMUSG00000029392",
1525
  "ENSMUSG00000029402",
1526
  "ENSMUSG00000029413",
1527
  "ENSMUSG00000029417",
 
1528
  "ENSMUSG00000029445",
1529
  "ENSMUSG00000029452",
1530
  "ENSMUSG00000029461",
 
1533
  "ENSMUSG00000029477",
1534
  "ENSMUSG00000029484",
1535
  "ENSMUSG00000029486",
 
1536
  "ENSMUSG00000029522",
 
1537
  "ENSMUSG00000029530",
1538
  "ENSMUSG00000029534",
1539
  "ENSMUSG00000029544",
 
1543
  "ENSMUSG00000029597",
1544
  "ENSMUSG00000029608",
1545
  "ENSMUSG00000029610",
 
1546
  "ENSMUSG00000029630",
1547
  "ENSMUSG00000029641",
1548
  "ENSMUSG00000029648",
1549
  "ENSMUSG00000029661",
1550
+ "ENSMUSG00000029664",
1551
  "ENSMUSG00000029671",
1552
  "ENSMUSG00000029675",
1553
  "ENSMUSG00000029700",
 
1554
  "ENSMUSG00000029712",
1555
  "ENSMUSG00000029718",
1556
  "ENSMUSG00000029757",
 
1558
  "ENSMUSG00000029762",
1559
  "ENSMUSG00000029769",
1560
  "ENSMUSG00000029778",
1561
+ "ENSMUSG00000029798",
1562
  "ENSMUSG00000029802",
1563
  "ENSMUSG00000029810",
1564
  "ENSMUSG00000029816",
 
1576
  "ENSMUSG00000029925",
1577
  "ENSMUSG00000030000",
1578
  "ENSMUSG00000030004",
 
1579
  "ENSMUSG00000030017",
1580
  "ENSMUSG00000030022",
1581
  "ENSMUSG00000030030",
 
1590
  "ENSMUSG00000030088",
1591
  "ENSMUSG00000030092",
1592
  "ENSMUSG00000030093",
1593
+ "ENSMUSG00000030096",
1594
  "ENSMUSG00000030101",
1595
  "ENSMUSG00000030102",
1596
  "ENSMUSG00000030107",
 
1597
  "ENSMUSG00000030111",
1598
  "ENSMUSG00000030114",
1599
  "ENSMUSG00000030116",
 
1603
  "ENSMUSG00000030142",
1604
  "ENSMUSG00000030147",
1605
  "ENSMUSG00000030149",
1606
+ "ENSMUSG00000030158",
1607
  "ENSMUSG00000030159",
1608
  "ENSMUSG00000030160",
1609
  "ENSMUSG00000030161",
1610
+ "ENSMUSG00000030162",
1611
  "ENSMUSG00000030165",
1612
  "ENSMUSG00000030168",
1613
  "ENSMUSG00000030209",
 
1622
  "ENSMUSG00000030246",
1623
  "ENSMUSG00000030247",
1624
  "ENSMUSG00000030249",
 
1625
  "ENSMUSG00000030263",
1626
  "ENSMUSG00000030270",
1627
  "ENSMUSG00000030272",
 
1636
  "ENSMUSG00000030324",
1637
  "ENSMUSG00000030325",
1638
  "ENSMUSG00000030337",
 
1639
  "ENSMUSG00000030347",
1640
  "ENSMUSG00000030350",
1641
  "ENSMUSG00000030351",
 
1646
  "ENSMUSG00000030378",
1647
  "ENSMUSG00000030382",
1648
  "ENSMUSG00000030399",
 
1649
  "ENSMUSG00000030402",
1650
  "ENSMUSG00000030406",
 
1651
  "ENSMUSG00000030413",
1652
  "ENSMUSG00000030427",
1653
  "ENSMUSG00000030428",
1654
  "ENSMUSG00000030447",
 
1655
  "ENSMUSG00000030468",
1656
  "ENSMUSG00000030470",
1657
  "ENSMUSG00000030483",
 
1665
  "ENSMUSG00000030519",
1666
  "ENSMUSG00000030525",
1667
  "ENSMUSG00000030544",
 
1668
  "ENSMUSG00000030549",
1669
  "ENSMUSG00000030556",
1670
  "ENSMUSG00000030560",
 
1673
  "ENSMUSG00000030588",
1674
  "ENSMUSG00000030605",
1675
  "ENSMUSG00000030606",
1676
+ "ENSMUSG00000030621",
1677
  "ENSMUSG00000030630",
1678
  "ENSMUSG00000030638",
1679
  "ENSMUSG00000030652",
1680
  "ENSMUSG00000030659",
1681
  "ENSMUSG00000030666",
1682
  "ENSMUSG00000030669",
1683
+ "ENSMUSG00000030672",
1684
  "ENSMUSG00000030683",
1685
  "ENSMUSG00000030685",
1686
  "ENSMUSG00000030693",
 
1689
  "ENSMUSG00000030713",
1690
  "ENSMUSG00000030717",
1691
  "ENSMUSG00000030724",
 
1692
  "ENSMUSG00000030732",
1693
  "ENSMUSG00000030742",
1694
  "ENSMUSG00000030757",
 
1699
  "ENSMUSG00000030787",
1700
  "ENSMUSG00000030789",
1701
  "ENSMUSG00000030790",
1702
+ "ENSMUSG00000030792",
1703
  "ENSMUSG00000030793",
1704
  "ENSMUSG00000030811",
1705
  "ENSMUSG00000030827",
 
1716
  "ENSMUSG00000030922",
1717
  "ENSMUSG00000030945",
1718
  "ENSMUSG00000030954",
1719
+ "ENSMUSG00000030956",
1720
  "ENSMUSG00000030963",
1721
  "ENSMUSG00000030981",
1722
  "ENSMUSG00000030994",
 
1724
  "ENSMUSG00000031022",
1725
  "ENSMUSG00000031027",
1726
  "ENSMUSG00000031028",
1727
+ "ENSMUSG00000031090",
1728
  "ENSMUSG00000031097",
1729
  "ENSMUSG00000031104",
1730
  "ENSMUSG00000031109",
 
1733
  "ENSMUSG00000031139",
1734
  "ENSMUSG00000031142",
1735
  "ENSMUSG00000031147",
1736
+ "ENSMUSG00000031150",
1737
  "ENSMUSG00000031156",
 
1738
  "ENSMUSG00000031168",
1739
  "ENSMUSG00000031170",
1740
  "ENSMUSG00000031173",
1741
+ "ENSMUSG00000031196",
1742
+ "ENSMUSG00000031230",
1743
  "ENSMUSG00000031239",
1744
  "ENSMUSG00000031250",
1745
  "ENSMUSG00000031253",
 
1747
  "ENSMUSG00000031278",
1748
  "ENSMUSG00000031283",
1749
  "ENSMUSG00000031292",
1750
+ "ENSMUSG00000031293",
1751
+ "ENSMUSG00000031294",
1752
  "ENSMUSG00000031297",
1753
  "ENSMUSG00000031302",
1754
  "ENSMUSG00000031342",
1755
  "ENSMUSG00000031358",
1756
  "ENSMUSG00000031360",
1757
  "ENSMUSG00000031364",
1758
+ "ENSMUSG00000031372",
1759
  "ENSMUSG00000031373",
1760
  "ENSMUSG00000031375",
1761
  "ENSMUSG00000031376",
 
1768
  "ENSMUSG00000031425",
1769
  "ENSMUSG00000031428",
1770
  "ENSMUSG00000031432",
1771
+ "ENSMUSG00000031443",
1772
+ "ENSMUSG00000031444",
1773
  "ENSMUSG00000031448",
1774
  "ENSMUSG00000031451",
1775
  "ENSMUSG00000031453",
1776
  "ENSMUSG00000031461",
1777
+ "ENSMUSG00000031465",
1778
+ "ENSMUSG00000031478",
1779
  "ENSMUSG00000031483",
1780
  "ENSMUSG00000031489",
1781
  "ENSMUSG00000031494",
 
1806
  "ENSMUSG00000031722",
1807
  "ENSMUSG00000031725",
1808
  "ENSMUSG00000031734",
 
1809
  "ENSMUSG00000031748",
1810
  "ENSMUSG00000031750",
1811
  "ENSMUSG00000031757",
 
1819
  "ENSMUSG00000031779",
1820
  "ENSMUSG00000031780",
1821
  "ENSMUSG00000031786",
1822
+ "ENSMUSG00000031788",
1823
  "ENSMUSG00000031816",
1824
  "ENSMUSG00000031825",
1825
  "ENSMUSG00000031831",
 
1849
  "ENSMUSG00000031957",
1850
  "ENSMUSG00000031958",
1851
  "ENSMUSG00000031962",
1852
+ "ENSMUSG00000031966",
1853
  "ENSMUSG00000031969",
1854
  "ENSMUSG00000031970",
1855
  "ENSMUSG00000031972",
1856
  "ENSMUSG00000031980",
1857
+ "ENSMUSG00000031987",
1858
  "ENSMUSG00000031990",
1859
  "ENSMUSG00000031994",
1860
  "ENSMUSG00000032010",
1861
  "ENSMUSG00000032017",
1862
+ "ENSMUSG00000032021",
1863
  "ENSMUSG00000032024",
1864
  "ENSMUSG00000032036",
1865
  "ENSMUSG00000032046",
 
1895
  "ENSMUSG00000032268",
1896
  "ENSMUSG00000032281",
1897
  "ENSMUSG00000032291",
1898
+ "ENSMUSG00000032298",
1899
  "ENSMUSG00000032305",
1900
  "ENSMUSG00000032310",
1901
  "ENSMUSG00000032315",
 
1932
  "ENSMUSG00000032523",
1933
  "ENSMUSG00000032530",
1934
  "ENSMUSG00000032532",
 
1935
  "ENSMUSG00000032553",
1936
  "ENSMUSG00000032554",
1937
  "ENSMUSG00000032565",
1938
  "ENSMUSG00000032572",
1939
  "ENSMUSG00000032579",
1940
  "ENSMUSG00000032589",
 
1941
  "ENSMUSG00000032641",
1942
  "ENSMUSG00000032648",
1943
+ "ENSMUSG00000032649",
1944
  "ENSMUSG00000032673",
1945
  "ENSMUSG00000032679",
1946
  "ENSMUSG00000032680",
1947
  "ENSMUSG00000032725",
1948
  "ENSMUSG00000032735",
 
1949
  "ENSMUSG00000032750",
1950
  "ENSMUSG00000032758",
1951
  "ENSMUSG00000032763",
1952
  "ENSMUSG00000032766",
1953
  "ENSMUSG00000032769",
 
1954
  "ENSMUSG00000032788",
 
1955
  "ENSMUSG00000032808",
1956
  "ENSMUSG00000032818",
1957
  "ENSMUSG00000032826",
1958
  "ENSMUSG00000032841",
1959
  "ENSMUSG00000032854",
 
1960
  "ENSMUSG00000032867",
1961
  "ENSMUSG00000032869",
1962
  "ENSMUSG00000032878",
 
1986
  "ENSMUSG00000033207",
1987
  "ENSMUSG00000033208",
1988
  "ENSMUSG00000033214",
1989
+ "ENSMUSG00000033249",
1990
  "ENSMUSG00000033253",
1991
  "ENSMUSG00000033313",
1992
  "ENSMUSG00000033316",
1993
+ "ENSMUSG00000033318",
1994
  "ENSMUSG00000033327",
1995
  "ENSMUSG00000033350",
1996
  "ENSMUSG00000033355",
1997
  "ENSMUSG00000033365",
1998
+ "ENSMUSG00000033368",
1999
  "ENSMUSG00000033379",
2000
  "ENSMUSG00000033419",
2001
  "ENSMUSG00000033430",
 
2003
  "ENSMUSG00000033488",
2004
  "ENSMUSG00000033501",
2005
  "ENSMUSG00000033508",
 
2006
  "ENSMUSG00000033533",
2007
  "ENSMUSG00000033544",
 
2008
  "ENSMUSG00000033579",
2009
  "ENSMUSG00000033595",
2010
  "ENSMUSG00000033615",
 
2012
  "ENSMUSG00000033634",
2013
  "ENSMUSG00000033688",
2014
  "ENSMUSG00000033726",
 
2015
  "ENSMUSG00000033765",
2016
  "ENSMUSG00000033773",
2017
  "ENSMUSG00000033781",
2018
+ "ENSMUSG00000033788",
2019
  "ENSMUSG00000033792",
2020
  "ENSMUSG00000033825",
2021
  "ENSMUSG00000033831",
2022
  "ENSMUSG00000033860",
 
2023
  "ENSMUSG00000033904",
2024
  "ENSMUSG00000033906",
2025
  "ENSMUSG00000033910",
2026
  "ENSMUSG00000033917",
2027
+ "ENSMUSG00000033955",
2028
  "ENSMUSG00000033960",
2029
  "ENSMUSG00000033981",
2030
  "ENSMUSG00000033983",
 
2036
  "ENSMUSG00000034112",
2037
  "ENSMUSG00000034139",
2038
  "ENSMUSG00000034145",
 
2039
  "ENSMUSG00000034161",
2040
  "ENSMUSG00000034171",
2041
+ "ENSMUSG00000034177",
2042
  "ENSMUSG00000034190",
2043
  "ENSMUSG00000034194",
2044
  "ENSMUSG00000034209",
 
2051
  "ENSMUSG00000034387",
2052
  "ENSMUSG00000034412",
2053
  "ENSMUSG00000034416",
2054
+ "ENSMUSG00000034438",
2055
  "ENSMUSG00000034450",
2056
+ "ENSMUSG00000034457",
2057
  "ENSMUSG00000034459",
2058
  "ENSMUSG00000034467",
2059
  "ENSMUSG00000034471",
2060
+ "ENSMUSG00000034472",
2061
  "ENSMUSG00000034488",
2062
  "ENSMUSG00000034528",
 
2063
  "ENSMUSG00000034543",
2064
  "ENSMUSG00000034617",
2065
  "ENSMUSG00000034634",
2066
+ "ENSMUSG00000034639",
2067
  "ENSMUSG00000034648",
2068
  "ENSMUSG00000034652",
2069
  "ENSMUSG00000034664",
 
2071
  "ENSMUSG00000034708",
2072
  "ENSMUSG00000034714",
2073
  "ENSMUSG00000034731",
 
2074
  "ENSMUSG00000034744",
2075
  "ENSMUSG00000034758",
2076
  "ENSMUSG00000034783",
 
2083
  "ENSMUSG00000034845",
2084
  "ENSMUSG00000034855",
2085
  "ENSMUSG00000034871",
2086
+ "ENSMUSG00000034872",
2087
  "ENSMUSG00000034881",
2088
  "ENSMUSG00000034906",
2089
  "ENSMUSG00000034911",
2090
  "ENSMUSG00000034912",
2091
  "ENSMUSG00000034923",
2092
+ "ENSMUSG00000034936",
2093
  "ENSMUSG00000034947",
2094
  "ENSMUSG00000034958",
2095
  "ENSMUSG00000034968",
 
2104
  "ENSMUSG00000035131",
2105
  "ENSMUSG00000035165",
2106
  "ENSMUSG00000035171",
2107
+ "ENSMUSG00000035179",
2108
  "ENSMUSG00000035186",
 
2109
  "ENSMUSG00000035237",
2110
+ "ENSMUSG00000035245",
2111
  "ENSMUSG00000035246",
2112
  "ENSMUSG00000035295",
2113
  "ENSMUSG00000035296",
 
2122
  "ENSMUSG00000035486",
2123
  "ENSMUSG00000035551",
2124
  "ENSMUSG00000035557",
2125
+ "ENSMUSG00000035597",
2126
  "ENSMUSG00000035640",
 
2127
  "ENSMUSG00000035678",
2128
  "ENSMUSG00000035686",
2129
+ "ENSMUSG00000035692",
2130
  "ENSMUSG00000035713",
2131
+ "ENSMUSG00000035735",
2132
  "ENSMUSG00000035754",
2133
  "ENSMUSG00000035769",
2134
  "ENSMUSG00000035775",
 
2139
  "ENSMUSG00000035818",
2140
  "ENSMUSG00000035845",
2141
  "ENSMUSG00000035864",
2142
+ "ENSMUSG00000035875",
2143
  "ENSMUSG00000035878",
2144
  "ENSMUSG00000035896",
2145
  "ENSMUSG00000035910",
 
2149
  "ENSMUSG00000035964",
2150
  "ENSMUSG00000035969",
2151
  "ENSMUSG00000035984",
2152
+ "ENSMUSG00000036022",
2153
  "ENSMUSG00000036023",
2154
  "ENSMUSG00000036046",
 
2155
  "ENSMUSG00000036061",
2156
  "ENSMUSG00000036062",
2157
  "ENSMUSG00000036067",
2158
  "ENSMUSG00000036083",
2159
  "ENSMUSG00000036095",
 
2160
  "ENSMUSG00000036117",
2161
  "ENSMUSG00000036120",
2162
  "ENSMUSG00000036139",
 
2165
  "ENSMUSG00000036180",
2166
  "ENSMUSG00000036206",
2167
  "ENSMUSG00000036208",
2168
+ "ENSMUSG00000036218",
2169
+ "ENSMUSG00000036242",
2170
  "ENSMUSG00000036256",
2171
  "ENSMUSG00000036264",
2172
  "ENSMUSG00000036281",
 
2175
  "ENSMUSG00000036353",
2176
  "ENSMUSG00000036362",
2177
  "ENSMUSG00000036390",
2178
+ "ENSMUSG00000036395",
2179
+ "ENSMUSG00000036411",
2180
  "ENSMUSG00000036422",
2181
  "ENSMUSG00000036437",
2182
  "ENSMUSG00000036446",
 
2187
  "ENSMUSG00000036537",
2188
  "ENSMUSG00000036552",
2189
  "ENSMUSG00000036564",
 
2190
  "ENSMUSG00000036578",
2191
  "ENSMUSG00000036594",
2192
  "ENSMUSG00000036598",
2193
  "ENSMUSG00000036599",
2194
  "ENSMUSG00000036602",
2195
+ "ENSMUSG00000036606",
2196
  "ENSMUSG00000036611",
2197
  "ENSMUSG00000036634",
2198
  "ENSMUSG00000036636",
2199
+ "ENSMUSG00000036639",
2200
  "ENSMUSG00000036698",
2201
  "ENSMUSG00000036699",
2202
  "ENSMUSG00000036731",
2203
  "ENSMUSG00000036737",
2204
  "ENSMUSG00000036766",
 
2205
  "ENSMUSG00000036800",
 
2206
  "ENSMUSG00000036819",
2207
  "ENSMUSG00000036820",
2208
  "ENSMUSG00000036826",
2209
  "ENSMUSG00000036850",
2210
  "ENSMUSG00000036858",
2211
  "ENSMUSG00000036872",
 
2212
  "ENSMUSG00000036887",
2213
  "ENSMUSG00000036892",
2214
  "ENSMUSG00000036896",
 
2220
  "ENSMUSG00000036925",
2221
  "ENSMUSG00000036931",
2222
  "ENSMUSG00000036938",
 
2223
  "ENSMUSG00000036961",
2224
  "ENSMUSG00000036972",
2225
+ "ENSMUSG00000036975",
2226
  "ENSMUSG00000037010",
2227
  "ENSMUSG00000037031",
2228
  "ENSMUSG00000037032",
2229
  "ENSMUSG00000037033",
2230
  "ENSMUSG00000037034",
2231
  "ENSMUSG00000037053",
 
2232
  "ENSMUSG00000037071",
2233
  "ENSMUSG00000037085",
2234
  "ENSMUSG00000037095",
 
2238
  "ENSMUSG00000037166",
2239
  "ENSMUSG00000037169",
2240
  "ENSMUSG00000037202",
 
2241
  "ENSMUSG00000037259",
2242
+ "ENSMUSG00000037278",
2243
  "ENSMUSG00000037280",
2244
  "ENSMUSG00000037344",
 
2245
  "ENSMUSG00000037348",
2246
  "ENSMUSG00000037362",
2247
  "ENSMUSG00000037379",
2248
  "ENSMUSG00000037386",
2249
  "ENSMUSG00000037440",
 
2250
  "ENSMUSG00000037463",
2251
  "ENSMUSG00000037492",
2252
  "ENSMUSG00000037536",
 
2259
  "ENSMUSG00000037638",
2260
  "ENSMUSG00000037649",
2261
  "ENSMUSG00000037653",
 
2262
  "ENSMUSG00000037664",
2263
  "ENSMUSG00000037706",
2264
  "ENSMUSG00000037709",
 
2268
  "ENSMUSG00000037747",
2269
  "ENSMUSG00000037752",
2270
  "ENSMUSG00000037754",
2271
+ "ENSMUSG00000037759",
2272
  "ENSMUSG00000037771",
2273
  "ENSMUSG00000037797",
2274
  "ENSMUSG00000037798",
 
2275
  "ENSMUSG00000037818",
2276
  "ENSMUSG00000037847",
2277
  "ENSMUSG00000037852",
2278
  "ENSMUSG00000037872",
2279
  "ENSMUSG00000037885",
2280
  "ENSMUSG00000037936",
2281
+ "ENSMUSG00000037942",
2282
  "ENSMUSG00000037944",
2283
  "ENSMUSG00000037971",
2284
  "ENSMUSG00000037977",
2285
  "ENSMUSG00000037984",
2286
+ "ENSMUSG00000037989",
2287
  "ENSMUSG00000037993",
2288
  "ENSMUSG00000037994",
 
2289
  "ENSMUSG00000037996",
2290
  "ENSMUSG00000038007",
 
2291
  "ENSMUSG00000038015",
2292
  "ENSMUSG00000038023",
2293
  "ENSMUSG00000038026",
 
2297
  "ENSMUSG00000038086",
2298
  "ENSMUSG00000038092",
2299
  "ENSMUSG00000038112",
2300
+ "ENSMUSG00000038119",
2301
  "ENSMUSG00000038122",
2302
  "ENSMUSG00000038126",
2303
  "ENSMUSG00000038132",
 
2307
  "ENSMUSG00000038188",
2308
  "ENSMUSG00000038195",
2309
  "ENSMUSG00000038204",
 
2310
  "ENSMUSG00000038224",
2311
  "ENSMUSG00000038235",
2312
  "ENSMUSG00000038239",
 
2329
  "ENSMUSG00000038402",
2330
  "ENSMUSG00000038408",
2331
  "ENSMUSG00000038415",
 
2332
  "ENSMUSG00000038421",
 
2333
  "ENSMUSG00000038457",
2334
  "ENSMUSG00000038486",
2335
  "ENSMUSG00000038496",
 
2357
  "ENSMUSG00000038642",
2358
  "ENSMUSG00000038644",
2359
  "ENSMUSG00000038670",
 
2360
  "ENSMUSG00000038695",
2361
  "ENSMUSG00000038700",
2362
  "ENSMUSG00000038704",
 
2374
  "ENSMUSG00000038871",
2375
  "ENSMUSG00000038880",
2376
  "ENSMUSG00000038884",
2377
+ "ENSMUSG00000038893",
2378
  "ENSMUSG00000038902",
2379
  "ENSMUSG00000038909",
2380
+ "ENSMUSG00000038917",
2381
  "ENSMUSG00000038936",
 
2382
  "ENSMUSG00000039004",
2383
  "ENSMUSG00000039037",
2384
  "ENSMUSG00000039058",
 
2393
  "ENSMUSG00000039126",
2394
  "ENSMUSG00000039137",
2395
  "ENSMUSG00000039154",
 
2396
  "ENSMUSG00000039194",
2397
  "ENSMUSG00000039196",
2398
  "ENSMUSG00000039199",
 
2408
  "ENSMUSG00000039349",
2409
  "ENSMUSG00000039372",
2410
  "ENSMUSG00000039375",
2411
+ "ENSMUSG00000039376",
2412
  "ENSMUSG00000039377",
 
2413
  "ENSMUSG00000039385",
2414
  "ENSMUSG00000039391",
2415
  "ENSMUSG00000039405",
 
2430
  "ENSMUSG00000039546",
2431
  "ENSMUSG00000039552",
2432
  "ENSMUSG00000039556",
 
2433
  "ENSMUSG00000039601",
 
2434
  "ENSMUSG00000039632",
2435
  "ENSMUSG00000039633",
2436
+ "ENSMUSG00000039634",
2437
  "ENSMUSG00000039637",
2438
  "ENSMUSG00000039661",
2439
  "ENSMUSG00000039670",
 
2445
  "ENSMUSG00000039809",
2446
  "ENSMUSG00000039826",
2447
  "ENSMUSG00000039830",
2448
+ "ENSMUSG00000039851",
2449
  "ENSMUSG00000039860",
2450
  "ENSMUSG00000039873",
2451
  "ENSMUSG00000039878",
2452
  "ENSMUSG00000039904",
 
 
 
 
2453
  "ENSMUSG00000039976",
2454
  "ENSMUSG00000039977",
2455
  "ENSMUSG00000039982",
 
2464
  "ENSMUSG00000040121",
2465
  "ENSMUSG00000040134",
2466
  "ENSMUSG00000040138",
2467
+ "ENSMUSG00000040163",
2468
  "ENSMUSG00000040164",
2469
  "ENSMUSG00000040170",
2470
  "ENSMUSG00000040181",
2471
  "ENSMUSG00000040183",
2472
  "ENSMUSG00000040205",
2473
  "ENSMUSG00000040229",
2474
+ "ENSMUSG00000040231",
2475
  "ENSMUSG00000040264",
2476
  "ENSMUSG00000040272",
2477
  "ENSMUSG00000040276",
2478
  "ENSMUSG00000040280",
 
2479
  "ENSMUSG00000040283",
2480
  "ENSMUSG00000040287",
2481
  "ENSMUSG00000040289",
 
2492
  "ENSMUSG00000040435",
2493
  "ENSMUSG00000040441",
2494
  "ENSMUSG00000040447",
2495
+ "ENSMUSG00000040495",
2496
  "ENSMUSG00000040511",
2497
  "ENSMUSG00000040524",
2498
  "ENSMUSG00000040543",
 
2506
  "ENSMUSG00000040640",
2507
  "ENSMUSG00000040648",
2508
  "ENSMUSG00000040669",
2509
+ "ENSMUSG00000040680",
2510
  "ENSMUSG00000040694",
 
2511
  "ENSMUSG00000040724",
2512
  "ENSMUSG00000040751",
2513
  "ENSMUSG00000040752",
 
2523
  "ENSMUSG00000040899",
2524
  "ENSMUSG00000040913",
2525
  "ENSMUSG00000040935",
 
2526
  "ENSMUSG00000040938",
2527
  "ENSMUSG00000040950",
2528
  "ENSMUSG00000040966",
 
2531
  "ENSMUSG00000040985",
2532
  "ENSMUSG00000040998",
2533
  "ENSMUSG00000041012",
 
2534
  "ENSMUSG00000041046",
2535
  "ENSMUSG00000041052",
2536
  "ENSMUSG00000041073",
 
2552
  "ENSMUSG00000041377",
2553
  "ENSMUSG00000041378",
2554
  "ENSMUSG00000041415",
 
2555
  "ENSMUSG00000041423",
2556
  "ENSMUSG00000041429",
2557
  "ENSMUSG00000041445",
2558
  "ENSMUSG00000041460",
 
2559
  "ENSMUSG00000041479",
 
2560
  "ENSMUSG00000041515",
2561
  "ENSMUSG00000041540",
2562
  "ENSMUSG00000041544",
 
2598
  "ENSMUSG00000042066",
2599
  "ENSMUSG00000042096",
2600
  "ENSMUSG00000042106",
 
 
2601
  "ENSMUSG00000042116",
2602
  "ENSMUSG00000042118",
2603
  "ENSMUSG00000042129",
2604
  "ENSMUSG00000042156",
2605
  "ENSMUSG00000042179",
2606
  "ENSMUSG00000042182",
 
2607
  "ENSMUSG00000042240",
2608
  "ENSMUSG00000042246",
2609
  "ENSMUSG00000042248",
2610
  "ENSMUSG00000042250",
2611
  "ENSMUSG00000042254",
2612
+ "ENSMUSG00000042256",
2613
  "ENSMUSG00000042262",
2614
  "ENSMUSG00000042265",
2615
  "ENSMUSG00000042268",
2616
  "ENSMUSG00000042269",
 
2617
  "ENSMUSG00000042308",
2618
  "ENSMUSG00000042371",
2619
  "ENSMUSG00000042379",
 
2635
  "ENSMUSG00000042532",
2636
  "ENSMUSG00000042581",
2637
  "ENSMUSG00000042589",
 
2638
  "ENSMUSG00000042607",
 
 
 
 
2639
  "ENSMUSG00000042662",
2640
  "ENSMUSG00000042671",
2641
  "ENSMUSG00000042678",
 
2646
  "ENSMUSG00000042770",
2647
  "ENSMUSG00000042784",
2648
  "ENSMUSG00000042787",
2649
+ "ENSMUSG00000042788",
2650
  "ENSMUSG00000042804",
2651
  "ENSMUSG00000042808",
2652
  "ENSMUSG00000042812",
 
2657
  "ENSMUSG00000042854",
2658
  "ENSMUSG00000042873",
2659
  "ENSMUSG00000042895",
 
2660
  "ENSMUSG00000042985",
2661
  "ENSMUSG00000043013",
2662
  "ENSMUSG00000043020",
 
2664
  "ENSMUSG00000043051",
2665
  "ENSMUSG00000043110",
2666
  "ENSMUSG00000043122",
2667
+ "ENSMUSG00000043153",
2668
  "ENSMUSG00000043230",
2669
  "ENSMUSG00000043243",
2670
  "ENSMUSG00000043251",
 
2676
  "ENSMUSG00000043448",
2677
  "ENSMUSG00000043458",
2678
  "ENSMUSG00000043460",
2679
+ "ENSMUSG00000043463",
2680
  "ENSMUSG00000043467",
2681
+ "ENSMUSG00000043496",
2682
  "ENSMUSG00000043501",
2683
+ "ENSMUSG00000043531",
2684
  "ENSMUSG00000043556",
2685
  "ENSMUSG00000043592",
2686
  "ENSMUSG00000043613",
2687
  "ENSMUSG00000043671",
2688
  "ENSMUSG00000043673",
2689
+ "ENSMUSG00000043681",
2690
  "ENSMUSG00000043753",
2691
  "ENSMUSG00000043760",
2692
  "ENSMUSG00000043807",
 
2694
  "ENSMUSG00000043832",
2695
  "ENSMUSG00000043833",
2696
  "ENSMUSG00000043932",
2697
+ "ENSMUSG00000043953",
2698
  "ENSMUSG00000043999",
2699
  "ENSMUSG00000044006",
2700
  "ENSMUSG00000044026",
2701
+ "ENSMUSG00000044033",
2702
+ "ENSMUSG00000044037",
2703
  "ENSMUSG00000044041",
2704
  "ENSMUSG00000044043",
2705
  "ENSMUSG00000044052",
2706
  "ENSMUSG00000044067",
2707
  "ENSMUSG00000044071",
 
2708
  "ENSMUSG00000044092",
2709
  "ENSMUSG00000044117",
2710
  "ENSMUSG00000044139",
 
2713
  "ENSMUSG00000044206",
2714
  "ENSMUSG00000044217",
2715
  "ENSMUSG00000044231",
 
2716
  "ENSMUSG00000044258",
2717
  "ENSMUSG00000044276",
2718
  "ENSMUSG00000044287",
 
2722
  "ENSMUSG00000044312",
2723
  "ENSMUSG00000044317",
2724
  "ENSMUSG00000044338",
2725
+ "ENSMUSG00000044348",
2726
  "ENSMUSG00000044361",
2727
  "ENSMUSG00000044390",
2728
  "ENSMUSG00000044430",
 
2729
  "ENSMUSG00000044468",
2730
  "ENSMUSG00000044469",
2731
  "ENSMUSG00000044526",
2732
+ "ENSMUSG00000044528",
2733
  "ENSMUSG00000044534",
2734
  "ENSMUSG00000044551",
2735
  "ENSMUSG00000044583",
 
2743
  "ENSMUSG00000044708",
2744
  "ENSMUSG00000044726",
2745
  "ENSMUSG00000044734",
2746
+ "ENSMUSG00000044737",
2747
  "ENSMUSG00000044748",
 
2748
  "ENSMUSG00000044811",
2749
  "ENSMUSG00000044816",
2750
  "ENSMUSG00000044847",
 
2752
  "ENSMUSG00000044912",
2753
  "ENSMUSG00000044921",
2754
  "ENSMUSG00000044938",
2755
+ "ENSMUSG00000044968",
2756
  "ENSMUSG00000044982",
2757
  "ENSMUSG00000044988",
2758
  "ENSMUSG00000045007",
 
2761
  "ENSMUSG00000045087",
2762
  "ENSMUSG00000045091",
2763
  "ENSMUSG00000045098",
2764
+ "ENSMUSG00000045100",
2765
  "ENSMUSG00000045103",
2766
  "ENSMUSG00000045107",
2767
  "ENSMUSG00000045136",
 
2787
  "ENSMUSG00000045589",
2788
  "ENSMUSG00000045594",
2789
  "ENSMUSG00000045613",
2790
+ "ENSMUSG00000045620",
2791
  "ENSMUSG00000045625",
2792
+ "ENSMUSG00000045629",
2793
  "ENSMUSG00000045657",
2794
  "ENSMUSG00000045664",
2795
  "ENSMUSG00000045667",
 
2808
  "ENSMUSG00000046008",
2809
  "ENSMUSG00000046010",
2810
  "ENSMUSG00000046020",
 
2811
  "ENSMUSG00000046034",
2812
  "ENSMUSG00000046056",
2813
  "ENSMUSG00000046093",
2814
  "ENSMUSG00000046095",
2815
  "ENSMUSG00000046159",
2816
  "ENSMUSG00000046160",
 
2817
  "ENSMUSG00000046178",
2818
  "ENSMUSG00000046192",
2819
  "ENSMUSG00000046240",
2820
  "ENSMUSG00000046242",
2821
  "ENSMUSG00000046275",
2822
  "ENSMUSG00000046317",
2823
+ "ENSMUSG00000046323",
2824
  "ENSMUSG00000046378",
2825
  "ENSMUSG00000046387",
2826
  "ENSMUSG00000046442",
2827
  "ENSMUSG00000046447",
2828
  "ENSMUSG00000046470",
2829
  "ENSMUSG00000046523",
2830
+ "ENSMUSG00000046550",
2831
  "ENSMUSG00000046561",
2832
  "ENSMUSG00000046574",
2833
  "ENSMUSG00000046607",
 
2846
  "ENSMUSG00000046844",
2847
  "ENSMUSG00000046854",
2848
  "ENSMUSG00000046856",
 
2849
  "ENSMUSG00000046909",
2850
  "ENSMUSG00000046947",
2851
  "ENSMUSG00000046957",
 
2856
  "ENSMUSG00000047037",
2857
  "ENSMUSG00000047085",
2858
  "ENSMUSG00000047109",
2859
+ "ENSMUSG00000047150",
2860
  "ENSMUSG00000047228",
 
2861
  "ENSMUSG00000047242",
2862
  "ENSMUSG00000047250",
2863
  "ENSMUSG00000047261",
 
2865
  "ENSMUSG00000047293",
2866
  "ENSMUSG00000047307",
2867
  "ENSMUSG00000047330",
 
2868
  "ENSMUSG00000047388",
2869
  "ENSMUSG00000047423",
2870
  "ENSMUSG00000047443",
2871
  "ENSMUSG00000047446",
 
2872
  "ENSMUSG00000047473",
2873
  "ENSMUSG00000047495",
2874
  "ENSMUSG00000047501",
 
2875
  "ENSMUSG00000047517",
2876
+ "ENSMUSG00000047583",
2877
  "ENSMUSG00000047592",
2878
  "ENSMUSG00000047613",
2879
  "ENSMUSG00000047631",
 
2883
  "ENSMUSG00000047720",
2884
  "ENSMUSG00000047730",
2885
  "ENSMUSG00000047747",
 
 
2886
  "ENSMUSG00000047797",
2887
  "ENSMUSG00000047798",
2888
  "ENSMUSG00000047810",
2889
  "ENSMUSG00000047841",
2890
  "ENSMUSG00000047842",
2891
  "ENSMUSG00000047875",
2892
+ "ENSMUSG00000047880",
2893
  "ENSMUSG00000047884",
 
2894
  "ENSMUSG00000047910",
 
 
2895
  "ENSMUSG00000047976",
2896
  "ENSMUSG00000047992",
2897
  "ENSMUSG00000048001",
 
2955
  "ENSMUSG00000049130",
2956
  "ENSMUSG00000049134",
2957
  "ENSMUSG00000049148",
2958
+ "ENSMUSG00000049152",
2959
+ "ENSMUSG00000049154",
2960
+ "ENSMUSG00000049164",
2961
  "ENSMUSG00000049241",
2962
  "ENSMUSG00000049265",
2963
  "ENSMUSG00000049281",
 
2975
  "ENSMUSG00000049521",
2976
  "ENSMUSG00000049555",
2977
  "ENSMUSG00000049583",
2978
+ "ENSMUSG00000049598",
2979
  "ENSMUSG00000049612",
2980
  "ENSMUSG00000049624",
2981
  "ENSMUSG00000049625",
 
3001
  "ENSMUSG00000050089",
3002
  "ENSMUSG00000050105",
3003
  "ENSMUSG00000050121",
 
3004
  "ENSMUSG00000050164",
3005
  "ENSMUSG00000050195",
3006
  "ENSMUSG00000050201",
3007
  "ENSMUSG00000050212",
3008
  "ENSMUSG00000050232",
3009
  "ENSMUSG00000050234",
 
3010
  "ENSMUSG00000050321",
3011
  "ENSMUSG00000050335",
3012
  "ENSMUSG00000050345",
 
3049
  "ENSMUSG00000051212",
3050
  "ENSMUSG00000051242",
3051
  "ENSMUSG00000051279",
3052
+ "ENSMUSG00000051335",
3053
  "ENSMUSG00000051359",
3054
  "ENSMUSG00000051397",
3055
  "ENSMUSG00000051439",
3056
  "ENSMUSG00000051497",
3057
  "ENSMUSG00000051504",
3058
  "ENSMUSG00000051515",
 
3059
  "ENSMUSG00000051652",
3060
  "ENSMUSG00000051669",
3061
  "ENSMUSG00000051682",
 
3062
  "ENSMUSG00000051747",
3063
  "ENSMUSG00000051839",
3064
  "ENSMUSG00000051844",
3065
  "ENSMUSG00000051879",
3066
  "ENSMUSG00000051910",
3067
  "ENSMUSG00000051920",
 
3068
  "ENSMUSG00000051985",
 
3069
  "ENSMUSG00000052102",
3070
  "ENSMUSG00000052125",
3071
  "ENSMUSG00000052133",
 
3086
  "ENSMUSG00000052374",
3087
  "ENSMUSG00000052384",
3088
  "ENSMUSG00000052387",
 
3089
  "ENSMUSG00000052423",
3090
+ "ENSMUSG00000052477",
3091
  "ENSMUSG00000052520",
3092
+ "ENSMUSG00000052544",
3093
  "ENSMUSG00000052551",
3094
  "ENSMUSG00000052562",
3095
  "ENSMUSG00000052581",
 
3099
  "ENSMUSG00000052713",
3100
  "ENSMUSG00000052727",
3101
  "ENSMUSG00000052794",
 
3102
  "ENSMUSG00000052906",
3103
  "ENSMUSG00000052974",
3104
  "ENSMUSG00000053004",
 
3107
  "ENSMUSG00000053062",
3108
  "ENSMUSG00000053080",
3109
  "ENSMUSG00000053110",
3110
+ "ENSMUSG00000053111",
3111
  "ENSMUSG00000053137",
3112
  "ENSMUSG00000053141",
3113
  "ENSMUSG00000053153",
 
3131
  "ENSMUSG00000053617",
3132
  "ENSMUSG00000053644",
3133
  "ENSMUSG00000053654",
3134
+ "ENSMUSG00000053687",
3135
+ "ENSMUSG00000053714",
3136
  "ENSMUSG00000053730",
3137
  "ENSMUSG00000053765",
3138
  "ENSMUSG00000053797",
 
3139
  "ENSMUSG00000053838",
3140
  "ENSMUSG00000053963",
3141
  "ENSMUSG00000053964",
 
3143
  "ENSMUSG00000053977",
3144
  "ENSMUSG00000053985",
3145
  "ENSMUSG00000054013",
3146
+ "ENSMUSG00000054021",
3147
  "ENSMUSG00000054072",
3148
  "ENSMUSG00000054091",
3149
  "ENSMUSG00000054099",
 
3155
  "ENSMUSG00000054203",
3156
  "ENSMUSG00000054204",
3157
  "ENSMUSG00000054206",
3158
+ "ENSMUSG00000054263",
3159
  "ENSMUSG00000054381",
3160
  "ENSMUSG00000054385",
3161
  "ENSMUSG00000054400",
3162
  "ENSMUSG00000054417",
3163
  "ENSMUSG00000054422",
 
3164
  "ENSMUSG00000054426",
3165
  "ENSMUSG00000054434",
3166
  "ENSMUSG00000054459",
 
3170
  "ENSMUSG00000054612",
3171
  "ENSMUSG00000054630",
3172
  "ENSMUSG00000054641",
 
3173
  "ENSMUSG00000054675",
3174
  "ENSMUSG00000054679",
3175
  "ENSMUSG00000054690",
3176
  "ENSMUSG00000054716",
3177
  "ENSMUSG00000054737",
 
3178
  "ENSMUSG00000054792",
3179
  "ENSMUSG00000054793",
3180
  "ENSMUSG00000054827",
3181
  "ENSMUSG00000054855",
3182
  "ENSMUSG00000054893",
 
3183
  "ENSMUSG00000054932",
3184
  "ENSMUSG00000054934",
3185
  "ENSMUSG00000054967",
 
3201
  "ENSMUSG00000055301",
3202
  "ENSMUSG00000055312",
3203
  "ENSMUSG00000055368",
 
3204
  "ENSMUSG00000055407",
3205
  "ENSMUSG00000055421",
3206
  "ENSMUSG00000055430",
 
3213
  "ENSMUSG00000055730",
3214
  "ENSMUSG00000055733",
3215
  "ENSMUSG00000055761",
 
3216
  "ENSMUSG00000055865",
 
3217
  "ENSMUSG00000055912",
3218
  "ENSMUSG00000055917",
3219
+ "ENSMUSG00000055943",
3220
  "ENSMUSG00000055945",
3221
+ "ENSMUSG00000055980",
3222
  "ENSMUSG00000056025",
3223
  "ENSMUSG00000056035",
3224
  "ENSMUSG00000056054",
 
3225
  "ENSMUSG00000056071",
3226
  "ENSMUSG00000056121",
3227
  "ENSMUSG00000056162",
3228
  "ENSMUSG00000056185",
3229
  "ENSMUSG00000056222",
3230
+ "ENSMUSG00000056258",
3231
  "ENSMUSG00000056270",
3232
  "ENSMUSG00000056290",
3233
  "ENSMUSG00000056296",
 
3235
  "ENSMUSG00000056370",
3236
  "ENSMUSG00000056399",
3237
  "ENSMUSG00000056413",
3238
+ "ENSMUSG00000056458",
3239
  "ENSMUSG00000056481",
3240
  "ENSMUSG00000056486",
3241
+ "ENSMUSG00000056487",
3242
  "ENSMUSG00000056492",
3243
  "ENSMUSG00000056515",
3244
  "ENSMUSG00000056569",
3245
+ "ENSMUSG00000056592",
3246
  "ENSMUSG00000056666",
 
3247
  "ENSMUSG00000056812",
3248
  "ENSMUSG00000056870",
3249
  "ENSMUSG00000056899",
 
3284
  "ENSMUSG00000058254",
3285
  "ENSMUSG00000058290",
3286
  "ENSMUSG00000058297",
3287
+ "ENSMUSG00000058301",
3288
  "ENSMUSG00000058354",
3289
  "ENSMUSG00000058396",
3290
  "ENSMUSG00000058402",
 
3311
  "ENSMUSG00000059108",
3312
  "ENSMUSG00000059146",
3313
  "ENSMUSG00000059173",
 
3314
  "ENSMUSG00000059187",
3315
  "ENSMUSG00000059213",
3316
  "ENSMUSG00000059230",
3317
  "ENSMUSG00000059277",
3318
  "ENSMUSG00000059280",
3319
  "ENSMUSG00000059305",
3320
+ "ENSMUSG00000059323",
3321
  "ENSMUSG00000059326",
3322
  "ENSMUSG00000059395",
3323
  "ENSMUSG00000059412",
 
3333
  "ENSMUSG00000059668",
3334
  "ENSMUSG00000059674",
3335
  "ENSMUSG00000059741",
3336
+ "ENSMUSG00000059851",
3337
  "ENSMUSG00000059854",
3338
  "ENSMUSG00000059857",
3339
  "ENSMUSG00000059895",
 
3344
  "ENSMUSG00000060002",
3345
  "ENSMUSG00000060012",
3346
  "ENSMUSG00000060044",
3347
+ "ENSMUSG00000060177",
3348
  "ENSMUSG00000060180",
3349
+ "ENSMUSG00000060187",
3350
  "ENSMUSG00000060224",
3351
  "ENSMUSG00000060240",
3352
+ "ENSMUSG00000060244",
3353
  "ENSMUSG00000060284",
3354
  "ENSMUSG00000060314",
 
3355
  "ENSMUSG00000060371",
3356
  "ENSMUSG00000060397",
3357
  "ENSMUSG00000060402",
3358
  "ENSMUSG00000060407",
3359
+ "ENSMUSG00000060445",
3360
  "ENSMUSG00000060459",
3361
  "ENSMUSG00000060509",
3362
  "ENSMUSG00000060534",
3363
  "ENSMUSG00000060548",
 
3364
  "ENSMUSG00000060572",
3365
  "ENSMUSG00000060586",
3366
  "ENSMUSG00000060600",
 
3374
  "ENSMUSG00000060924",
3375
  "ENSMUSG00000060961",
3376
  "ENSMUSG00000060962",
3377
+ "ENSMUSG00000061039",
3378
  "ENSMUSG00000061068",
3379
  "ENSMUSG00000061086",
3380
  "ENSMUSG00000061100",
 
3418
  "ENSMUSG00000062300",
3419
  "ENSMUSG00000062309",
3420
  "ENSMUSG00000062345",
3421
+ "ENSMUSG00000062372",
3422
  "ENSMUSG00000062380",
3423
  "ENSMUSG00000062432",
3424
  "ENSMUSG00000062488",
 
3430
  "ENSMUSG00000062591",
3431
  "ENSMUSG00000062609",
3432
  "ENSMUSG00000062624",
 
 
3433
  "ENSMUSG00000062760",
3434
  "ENSMUSG00000062762",
3435
  "ENSMUSG00000062778",
3436
  "ENSMUSG00000062785",
3437
  "ENSMUSG00000062929",
3438
+ "ENSMUSG00000062944",
3439
  "ENSMUSG00000062949",
3440
  "ENSMUSG00000062960",
3441
  "ENSMUSG00000063011",
 
3466
  "ENSMUSG00000063687",
3467
  "ENSMUSG00000063698",
3468
  "ENSMUSG00000063727",
 
3469
  "ENSMUSG00000063767",
3470
+ "ENSMUSG00000063779",
3471
  "ENSMUSG00000063796",
3472
  "ENSMUSG00000063849",
3473
  "ENSMUSG00000063887",
 
3484
  "ENSMUSG00000064105",
3485
  "ENSMUSG00000064115",
3486
  "ENSMUSG00000064125",
3487
+ "ENSMUSG00000064177",
3488
+ "ENSMUSG00000064202",
3489
  "ENSMUSG00000064225",
3490
  "ENSMUSG00000064232",
3491
+ "ENSMUSG00000064246",
3492
  "ENSMUSG00000064254",
3493
  "ENSMUSG00000064284",
3494
  "ENSMUSG00000064293",
 
3496
  "ENSMUSG00000064325",
3497
  "ENSMUSG00000064329",
3498
  "ENSMUSG00000065987",
3499
+ "ENSMUSG00000066000",
3500
  "ENSMUSG00000066026",
3501
  "ENSMUSG00000066058",
3502
  "ENSMUSG00000066071",
 
3527
  "ENSMUSG00000067158",
3528
  "ENSMUSG00000067199",
3529
  "ENSMUSG00000067235",
3530
+ "ENSMUSG00000067279",
3531
  "ENSMUSG00000067338",
3532
  "ENSMUSG00000067341",
3533
  "ENSMUSG00000067370",
 
3559
  "ENSMUSG00000068341",
3560
  "ENSMUSG00000068373",
3561
  "ENSMUSG00000068547",
3562
+ "ENSMUSG00000068580",
3563
+ "ENSMUSG00000068606",
3564
  "ENSMUSG00000068614",
3565
  "ENSMUSG00000068663",
3566
  "ENSMUSG00000068680",
 
3578
  "ENSMUSG00000069170",
3579
  "ENSMUSG00000069171",
3580
  "ENSMUSG00000069208",
 
3581
  "ENSMUSG00000069372",
3582
  "ENSMUSG00000069441",
3583
  "ENSMUSG00000069456",
 
3588
  "ENSMUSG00000069763",
3589
  "ENSMUSG00000069792",
3590
  "ENSMUSG00000069805",
3591
+ "ENSMUSG00000069844",
3592
  "ENSMUSG00000069919",
3593
  "ENSMUSG00000069922",
3594
  "ENSMUSG00000070003",
 
3616
  "ENSMUSG00000071177",
3617
  "ENSMUSG00000071178",
3618
  "ENSMUSG00000071181",
3619
+ "ENSMUSG00000071230",
3620
  "ENSMUSG00000071234",
3621
  "ENSMUSG00000071341",
3622
  "ENSMUSG00000071347",
 
3641
  "ENSMUSG00000071658",
3642
  "ENSMUSG00000071661",
3643
  "ENSMUSG00000071713",
 
3644
  "ENSMUSG00000071722",
3645
  "ENSMUSG00000071724",
3646
+ "ENSMUSG00000071847",
3647
  "ENSMUSG00000072235",
3648
  "ENSMUSG00000072294",
3649
  "ENSMUSG00000072423",
3650
  "ENSMUSG00000072437",
3651
  "ENSMUSG00000072596",
3652
  "ENSMUSG00000072601",
 
3653
  "ENSMUSG00000072663",
3654
+ "ENSMUSG00000072664",
3655
  "ENSMUSG00000072849",
3656
  "ENSMUSG00000072941",
3657
  "ENSMUSG00000072949",
3658
+ "ENSMUSG00000073000",
3659
  "ENSMUSG00000073096",
 
3660
  "ENSMUSG00000073176",
3661
  "ENSMUSG00000073236",
3662
  "ENSMUSG00000073242",
3663
  "ENSMUSG00000073400",
3664
+ "ENSMUSG00000073402",
3665
  "ENSMUSG00000073409",
3666
  "ENSMUSG00000073414",
3667
  "ENSMUSG00000073418",
 
3674
  "ENSMUSG00000073491",
3675
  "ENSMUSG00000073530",
3676
  "ENSMUSG00000073538",
3677
+ "ENSMUSG00000073555",
3678
  "ENSMUSG00000073633",
3679
  "ENSMUSG00000073658",
3680
  "ENSMUSG00000073680",
 
3687
  "ENSMUSG00000074060",
3688
  "ENSMUSG00000074063",
3689
  "ENSMUSG00000074093",
 
3690
  "ENSMUSG00000074115",
3691
  "ENSMUSG00000074136",
3692
  "ENSMUSG00000074155",
3693
  "ENSMUSG00000074170",
3694
+ "ENSMUSG00000074194",
3695
  "ENSMUSG00000074199",
3696
  "ENSMUSG00000074207",
3697
  "ENSMUSG00000074254",
 
3701
  "ENSMUSG00000074342",
3702
  "ENSMUSG00000074361",
3703
  "ENSMUSG00000074385",
 
3704
  "ENSMUSG00000074472",
3705
  "ENSMUSG00000074622",
3706
  "ENSMUSG00000074637",
 
3713
  "ENSMUSG00000074676",
3714
  "ENSMUSG00000074731",
3715
  "ENSMUSG00000074738",
3716
+ "ENSMUSG00000074743",
3717
  "ENSMUSG00000074768",
3718
  "ENSMUSG00000074771",
3719
  "ENSMUSG00000074785",
3720
  "ENSMUSG00000074818",
3721
  "ENSMUSG00000074825",
3722
+ "ENSMUSG00000074826",
3723
  "ENSMUSG00000074896",
3724
  "ENSMUSG00000074912",
3725
  "ENSMUSG00000074968",
 
3731
  "ENSMUSG00000075270",
3732
  "ENSMUSG00000075284",
3733
  "ENSMUSG00000075318",
 
3734
  "ENSMUSG00000075334",
3735
  "ENSMUSG00000075370",
3736
  "ENSMUSG00000075410",
3737
  "ENSMUSG00000075420",
3738
  "ENSMUSG00000075528",
3739
  "ENSMUSG00000075543",
 
3740
  "ENSMUSG00000075553",
3741
  "ENSMUSG00000075588",
3742
  "ENSMUSG00000075602",
3743
+ "ENSMUSG00000075704",
3744
  "ENSMUSG00000075707",
3745
  "ENSMUSG00000076435",
3746
  "ENSMUSG00000076439",
 
3750
  "ENSMUSG00000078252",
3751
  "ENSMUSG00000078307",
3752
  "ENSMUSG00000078349",
 
3753
  "ENSMUSG00000078444",
3754
  "ENSMUSG00000078451",
3755
  "ENSMUSG00000078532",
3756
+ "ENSMUSG00000078580",
3757
  "ENSMUSG00000078588",
3758
  "ENSMUSG00000078591",
3759
  "ENSMUSG00000078597",
3760
  "ENSMUSG00000078598",
3761
+ "ENSMUSG00000078650",
3762
  "ENSMUSG00000078700",
3763
  "ENSMUSG00000078773",
3764
+ "ENSMUSG00000078776",
3765
+ "ENSMUSG00000078780",
3766
  "ENSMUSG00000078783",
3767
  "ENSMUSG00000078798",
3768
  "ENSMUSG00000078816",
 
3773
  "ENSMUSG00000078922",
3774
  "ENSMUSG00000078949",
3775
  "ENSMUSG00000078954",
3776
+ "ENSMUSG00000078958",
3777
+ "ENSMUSG00000078964",
3778
  "ENSMUSG00000078994",
3779
+ "ENSMUSG00000079012",
3780
  "ENSMUSG00000079015",
3781
  "ENSMUSG00000079018",
 
3782
  "ENSMUSG00000079033",
3783
+ "ENSMUSG00000079038",
3784
+ "ENSMUSG00000079055",
3785
  "ENSMUSG00000079056",
3786
  "ENSMUSG00000079110",
3787
  "ENSMUSG00000079157",
 
3791
  "ENSMUSG00000079259",
3792
  "ENSMUSG00000079262",
3793
  "ENSMUSG00000079277",
 
3794
  "ENSMUSG00000079304",
3795
  "ENSMUSG00000079334",
3796
  "ENSMUSG00000079363",
 
3799
  "ENSMUSG00000079436",
3800
  "ENSMUSG00000079478",
3801
  "ENSMUSG00000079484",
3802
+ "ENSMUSG00000079492",
3803
+ "ENSMUSG00000079494",
3804
  "ENSMUSG00000079495",
3805
  "ENSMUSG00000079502",
3806
  "ENSMUSG00000079547",
 
3815
  "ENSMUSG00000082101",
3816
  "ENSMUSG00000082229",
3817
  "ENSMUSG00000084174",
3818
+ "ENSMUSG00000084808",
3819
+ "ENSMUSG00000084826",
3820
  "ENSMUSG00000085041",
3821
  "ENSMUSG00000085084",
3822
  "ENSMUSG00000085129",
 
3823
  "ENSMUSG00000085287",
3824
  "ENSMUSG00000085298",
 
3825
  "ENSMUSG00000085389",
3826
  "ENSMUSG00000085440",
3827
  "ENSMUSG00000085457",
3828
  "ENSMUSG00000085723",
3829
  "ENSMUSG00000085776",
3830
+ "ENSMUSG00000085967",
3831
  "ENSMUSG00000086006",
3832
  "ENSMUSG00000086013",
3833
  "ENSMUSG00000086040",
 
3837
  "ENSMUSG00000086284",
3838
  "ENSMUSG00000086327",
3839
  "ENSMUSG00000086363",
 
3840
  "ENSMUSG00000086404",
3841
  "ENSMUSG00000086429",
3842
  "ENSMUSG00000086446",
3843
  "ENSMUSG00000086496",
3844
  "ENSMUSG00000086537",
 
3845
  "ENSMUSG00000086598",
3846
  "ENSMUSG00000086763",
3847
  "ENSMUSG00000086784",
3848
  "ENSMUSG00000086822",
 
3849
  "ENSMUSG00000086968",
3850
  "ENSMUSG00000087006",
3851
  "ENSMUSG00000087038",
 
3854
  "ENSMUSG00000087177",
3855
  "ENSMUSG00000087194",
3856
  "ENSMUSG00000087211",
 
3857
  "ENSMUSG00000087334",
 
3858
  "ENSMUSG00000087519",
3859
+ "ENSMUSG00000089707",
3860
  "ENSMUSG00000089727",
3861
+ "ENSMUSG00000089762",
3862
  "ENSMUSG00000089857",
3863
  "ENSMUSG00000089872",
3864
  "ENSMUSG00000089998",
 
3866
  "ENSMUSG00000090077",
3867
  "ENSMUSG00000090084",
3868
  "ENSMUSG00000090113",
3869
+ "ENSMUSG00000090122",
3870
  "ENSMUSG00000090125",
3871
  "ENSMUSG00000090171",
3872
  "ENSMUSG00000090173",
 
3890
  "ENSMUSG00000091475",
3891
  "ENSMUSG00000091510",
3892
  "ENSMUSG00000091523",
 
 
3893
  "ENSMUSG00000091694",
3894
  "ENSMUSG00000091735",
3895
  "ENSMUSG00000091867",
 
3899
  "ENSMUSG00000091994",
3900
  "ENSMUSG00000092008",
3901
  "ENSMUSG00000092060",
3902
+ "ENSMUSG00000092130",
3903
  "ENSMUSG00000092171",
3904
  "ENSMUSG00000092210",
3905
  "ENSMUSG00000092305",
3906
  "ENSMUSG00000092341",
3907
+ "ENSMUSG00000092397",
3908
  "ENSMUSG00000092417",
3909
  "ENSMUSG00000092586",
3910
  "ENSMUSG00000093772",
3911
+ "ENSMUSG00000093789",
3912
  "ENSMUSG00000094500",
3913
  "ENSMUSG00000094732",
3914
  "ENSMUSG00000094806",
 
3915
  "ENSMUSG00000094910",
3916
  "ENSMUSG00000095139",
3917
  "ENSMUSG00000095325",
 
3928
  "ENSMUSG00000096971",
3929
  "ENSMUSG00000096981",
3930
  "ENSMUSG00000096995",
 
3931
  "ENSMUSG00000097021",
3932
  "ENSMUSG00000097023",
3933
  "ENSMUSG00000097040",
3934
  "ENSMUSG00000097177",
3935
+ "ENSMUSG00000097191",
3936
  "ENSMUSG00000097209",
3937
  "ENSMUSG00000097216",
3938
+ "ENSMUSG00000097248",
3939
  "ENSMUSG00000097318",
3940
  "ENSMUSG00000097333",
3941
  "ENSMUSG00000097350",
 
3942
  "ENSMUSG00000097391",
3943
  "ENSMUSG00000097397",
3944
  "ENSMUSG00000097448",
3945
+ "ENSMUSG00000097466",
3946
  "ENSMUSG00000097493",
3947
  "ENSMUSG00000097503",
3948
  "ENSMUSG00000097536",
3949
  "ENSMUSG00000097545",
3950
  "ENSMUSG00000097636",
3951
  "ENSMUSG00000097675",
3952
+ "ENSMUSG00000097697",
3953
  "ENSMUSG00000097767",
3954
  "ENSMUSG00000097828",
3955
  "ENSMUSG00000097855",
 
3964
  "ENSMUSG00000099696",
3965
  "ENSMUSG00000099707",
3966
  "ENSMUSG00000100001",
 
3967
  "ENSMUSG00000100147",
3968
+ "ENSMUSG00000100182",
3969
  "ENSMUSG00000100252",
3970
+ "ENSMUSG00000100301",
3971
+ "ENSMUSG00000100315",
3972
  "ENSMUSG00000100632",
3973
  "ENSMUSG00000100798",
3974
  "ENSMUSG00000100837",
 
3976
  "ENSMUSG00000101009",
3977
  "ENSMUSG00000101013",
3978
  "ENSMUSG00000101225",
3979
+ "ENSMUSG00000101605",
3980
  "ENSMUSG00000102101",
3981
  "ENSMUSG00000102418",
3982
  "ENSMUSG00000102543",
3983
+ "ENSMUSG00000102548",
3984
+ "ENSMUSG00000103677",
3985
  "ENSMUSG00000103711",
 
3986
  "ENSMUSG00000104148",
3987
  "ENSMUSG00000104445",
 
3988
  "ENSMUSG00000105076",
3989
  "ENSMUSG00000105265",
3990
+ "ENSMUSG00000105773",
3991
  "ENSMUSG00000105891",
3992
+ "ENSMUSG00000105960",
3993
  "ENSMUSG00000106379",
3994
  "ENSMUSG00000106847",
3995
+ "ENSMUSG00000108129",
3996
  "ENSMUSG00000109006",
3997
+ "ENSMUSG00000109270",
3998
  "ENSMUSG00000109628",
3999
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4000
+ "ENSMUSG00000109722",
4001
+ "ENSMUSG00000110235",
4002
  "ENSMUSG00000111761"
4003
  ],
4004
  "label_categories": [
 
4041
  "epithelial cell of large intestine",
4042
  "epithelial cell of proximal tubule",
4043
  "epithelial cell of thymus",
4044
+ "fenestrated endothelial cell",
4045
  "fibroblast",
4046
  "fibroblast of cardiac tissue",
4047
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4105
  "proerythroblast",
4106
  "professional antigen presenting cell",
4107
  "promonocyte",
4108
+ "pulmonary alveolar type 1 cell",
4109
+ "pulmonary alveolar type 2 cell",
4110
  "pulmonary interstitial fibroblast",
4111
  "regular atrial cardiac myocyte",
4112
  "regular ventricular cardiac myocyte",
 
4120
  "stromal cell",
4121
  "thymocyte",
4122
  "type B pancreatic cell",
4123
+ "vein endothelial cell",
4124
+ "unassigned"
4125
  ]
4126
  }
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The diff for this file is too large to render. See raw diff
 
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