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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/f16a8f4d-bc97-43c5-a2f6-bbda952e4c5c.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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- | B cell | 3640 | 0.86 | 0.90 | 0.86 | 0.87 | 0.00 | 0.87 | 0.72 | 0.79 | 0.91 |
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- | mesenchymal stem cell | 1646 | 0.87 | 0.88 | 0.87 | 0.75 | 0.00 | 0.66 | 0.91 | 0.86 | 0.93 |
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- | basal cell of epidermis | 1572 | 0.86 | 0.87 | 0.82 | 0.87 | 0.00 | 0.83 | 0.86 | 0.83 | 0.91 |
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- | granulocyte | 1651 | 0.82 | 0.86 | 0.82 | 0.80 | 0.00 | 0.82 | 0.74 | 0.85 | 0.89 |
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- | endothelial cell | 1404 | 0.87 | 0.88 | 0.82 | 0.71 | 0.00 | 0.70 | 0.90 | 0.86 | 0.91 |
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- | microglial cell | 1326 | 0.99 | 0.99 | 0.95 | 0.98 | 0.00 | 0.97 | 0.98 | 0.99 | 0.99 |
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- | T cell | 1244 | 0.78 | 0.80 | 0.66 | 0.63 | 0.00 | 0.73 | 0.65 | 0.74 | 0.81 |
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- | keratinocyte | 1231 | 0.85 | 0.88 | 0.80 | 0.86 | 0.00 | 0.81 | 0.88 | 0.86 | 0.91 |
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- | macrophage | 979 | 0.41 | 0.67 | 0.61 | 0.53 | 0.00 | 0.42 | 0.51 | 0.55 | 0.71 |
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- | classical monocyte | 795 | 0.81 | 0.61 | 0.62 | 0.65 | 0.00 | 0.77 | 0.80 | 0.82 | 0.90 |
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- | granulocytopoietic cell | 806 | 0.65 | 0.80 | 0.66 | 0.67 | 0.00 | 0.63 | 0.68 | 0.80 | 0.82 |
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- | bladder urothelial cell | 634 | 0.98 | 0.98 | 0.94 | 0.92 | 0.00 | 0.83 | 0.99 | 0.98 | 0.98 |
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- | mesenchymal stem cell of adipose tissue | 610 | 0.85 | 0.85 | 0.69 | 0.60 | 0.00 | 0.59 | 0.90 | 0.80 | 0.89 |
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- | fibroblast of cardiac tissue | 616 | 0.96 | 0.95 | 0.80 | 0.67 | 0.00 | 0.58 | 0.96 | 0.92 | 0.97 |
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- | endothelial cell of coronary artery | 583 | 0.85 | 0.88 | 0.64 | 0.50 | 0.00 | 0.37 | 0.89 | 0.85 | 0.92 |
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- | skeletal muscle satellite cell | 420 | 0.97 | 0.97 | 0.93 | 0.97 | 0.00 | 0.96 | 0.96 | 0.94 | 0.97 |
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- | proerythroblast | 442 | 0.50 | 0.53 | 0.45 | 0.26 | 0.00 | 0.62 | 0.45 | 0.65 | 0.64 |
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- | kidney proximal convoluted tubule epithelial cell | 436 | 0.86 | 0.87 | 0.28 | 0.81 | 0.00 | 0.75 | 0.87 | 0.87 | 0.88 |
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- | bronchial smooth muscle cell | 430 | 0.93 | 0.95 | 0.85 | 0.84 | 0.00 | 0.88 | 0.95 | 0.94 | 0.95 |
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- | myeloid cell | 440 | 0.51 | 0.62 | 0.46 | 0.51 | 0.00 | 0.38 | 0.70 | 0.67 | 0.74 |
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- | hepatocyte | 382 | 0.99 | 0.98 | 0.99 | 0.98 | 0.00 | 0.96 | 0.99 | 0.99 | 0.99 |
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- | type B pancreatic cell | 418 | 0.97 | 0.97 | 0.95 | 0.97 | 0.00 | 0.98 | 0.98 | 0.97 | 0.98 |
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- | bladder cell | 383 | 0.97 | 0.96 | 0.93 | 0.67 | 0.00 | 0.78 | 0.99 | 0.95 | 0.99 |
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- | promonocyte | 387 | 0.71 | 0.74 | 0.73 | 0.59 | 0.00 | 0.67 | 0.74 | 0.79 | 0.84 |
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- | DN4 thymocyte | 338 | 0.38 | 0.51 | 0.32 | 0.33 | 0.00 | 0.17 | 0.54 | 0.63 | 0.53 |
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- | basal cell | 360 | 0.98 | 0.97 | 0.98 | 0.95 | 0.00 | 0.92 | 0.98 | 0.96 | 0.98 |
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- | monocyte | 393 | 0.64 | 0.58 | 0.56 | 0.33 | 0.00 | 0.56 | 0.76 | 0.75 | 0.82 |
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- | enterocyte of epithelium of large intestine | 403 | 0.90 | 0.93 | 0.84 | 0.91 | 0.00 | 0.90 | 0.93 | 0.92 | 0.94 |
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- | thymocyte | 372 | 0.74 | 0.74 | 0.65 | 0.83 | 0.00 | 0.80 | 0.88 | 0.91 | 0.86 |
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- | epithelial cell of proximal tubule | 298 | 0.82 | 0.81 | 0.73 | 0.71 | 0.00 | 0.76 | 0.80 | 0.80 | 0.83 |
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- | natural killer cell | 330 | 0.85 | 0.85 | 0.72 | 0.74 | 0.00 | 0.79 | 0.78 | 0.83 | 0.85 |
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- | naive B cell | 342 | 0.46 | 0.25 | 0.55 | 0.47 | 0.00 | 0.48 | 0.49 | 0.51 | 0.61 |
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- | hematopoietic stem cell | 342 | 0.90 | 0.93 | 0.89 | 0.90 | 0.00 | 0.88 | 0.94 | 0.93 | 0.94 |
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- | mature NK T cell | 324 | 0.63 | 0.66 | 0.49 | 0.18 | 0.00 | 0.52 | 0.56 | 0.68 | 0.71 |
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- | fibroblast | 307 | 0.45 | 0.24 | 0.46 | 0.47 | 0.00 | 0.26 | 0.62 | 0.60 | 0.64 |
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- | stromal cell | 340 | 0.74 | 0.53 | 0.70 | 0.32 | 0.00 | 0.35 | 0.89 | 0.73 | 0.87 |
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- | keratinocyte stem cell | 301 | 0.94 | 0.92 | 0.86 | 0.90 | 0.00 | 0.85 | 0.93 | 0.91 | 0.94 |
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- | erythroblast | 266 | 0.65 | 0.69 | 0.68 | 0.56 | 0.00 | 0.62 | 0.69 | 0.74 | 0.80 |
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- | Kupffer cell | 292 | 0.97 | 0.93 | 0.73 | 0.56 | 0.00 | 0.90 | 0.97 | 0.97 | 0.98 |
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- | megakaryocyte-erythroid progenitor cell | 250 | 0.57 | 0.63 | 0.56 | 0.52 | 0.00 | 0.62 | 0.61 | 0.69 | 0.75 |
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- | pancreatic acinar cell | 280 | 0.95 | 0.93 | 0.95 | 0.97 | 0.00 | 0.98 | 0.99 | 0.97 | 0.99 |
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- | luminal epithelial cell of mammary gland | 261 | 0.93 | 0.93 | 0.94 | 0.79 | 0.00 | 0.89 | 0.95 | 0.93 | 0.97 |
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- | professional antigen presenting cell | 221 | 0.03 | 0.01 | 0.08 | 0.00 | 0.00 | 0.00 | 0.35 | 0.35 | 0.05 |
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- | epidermal cell | 249 | 0.87 | 0.87 | 0.81 | 0.81 | 0.00 | 0.85 | 0.89 | 0.85 | 0.90 |
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- | hematopoietic precursor cell | 217 | 0.64 | 0.76 | 0.42 | 0.34 | 0.00 | 0.40 | 0.69 | 0.75 | 0.82 |
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- | oligodendrocyte | 201 | 0.97 | 0.97 | 0.95 | 0.97 | 0.00 | 0.98 | 0.99 | 0.98 | 0.98 |
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- | fibroblast of lung | 188 | 0.96 | 0.96 | 0.93 | 0.92 | 0.00 | 0.95 | 0.98 | 0.95 | 0.97 |
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- | CD8-positive, alpha-beta T cell | 201 | 0.43 | 0.50 | 0.31 | 0.31 | 0.00 | 0.44 | 0.45 | 0.58 | 0.59 |
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- | epithelial cell of large intestine | 214 | 0.82 | 0.83 | 0.56 | 0.78 | 0.00 | 0.79 | 0.85 | 0.84 | 0.87 |
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- | intestinal crypt stem cell | 192 | 0.84 | 0.88 | 0.65 | 0.83 | 0.00 | 0.83 | 0.87 | 0.84 | 0.90 |
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- | chondrocyte | 185 | 0.72 | 0.62 | 0.75 | 0.63 | 0.00 | 0.73 | 0.83 | 0.78 | 0.78 |
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- | immature T cell | 187 | 0.72 | 0.00 | 0.13 | 0.61 | 0.00 | 0.53 | 0.83 | 0.86 | 0.72 |
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- | precursor B cell | 170 | 0.71 | 0.83 | 0.67 | 0.72 | 0.00 | 0.57 | 0.79 | 0.81 | 0.88 |
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- | intermediate monocyte | 193 | 0.23 | 0.03 | 0.31 | 0.33 | 0.00 | 0.61 | 0.53 | 0.56 | 0.65 |
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- | large intestine goblet cell | 171 | 0.80 | 0.85 | 0.76 | 0.79 | 0.00 | 0.83 | 0.92 | 0.86 | 0.88 |
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- | CD4-positive, alpha-beta T cell | 172 | 0.00 | 0.46 | 0.19 | 0.27 | 0.00 | 0.37 | 0.39 | 0.43 | 0.50 |
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- | smooth muscle cell | 184 | 0.64 | 0.80 | 0.73 | 0.66 | 0.00 | 0.75 | 0.86 | 0.82 | 0.78 |
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- | leukocyte | 167 | 0.49 | 0.57 | 0.31 | 0.31 | 0.00 | 0.27 | 0.57 | 0.64 | 0.73 |
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- | plasma cell | 160 | 0.51 | 0.65 | 0.53 | 0.40 | 0.00 | 0.58 | 0.52 | 0.63 | 0.67 |
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- | lymphocyte | 164 | 0.26 | 0.29 | 0.26 | 0.12 | 0.00 | 0.06 | 0.23 | 0.39 | 0.36 |
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- | naive T cell | 160 | 0.79 | 0.86 | 0.86 | 0.82 | 0.00 | 0.77 | 0.87 | 0.85 | 0.87 |
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- | kidney loop of Henle thick ascending limb epithelial cell | 162 | 0.91 | 0.93 | 0.67 | 0.76 | 0.00 | 0.46 | 0.92 | 0.92 | 0.96 |
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- | immature B cell | 126 | 0.76 | 0.73 | 0.65 | 0.73 | 0.00 | 0.68 | 0.52 | 0.60 | 0.80 |
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- | alveolar macrophage | 132 | 0.92 | 0.92 | 0.82 | 0.91 | 0.00 | 0.95 | 0.97 | 0.94 | 0.96 |
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- | endothelial cell of hepatic sinusoid | 134 | 0.97 | 0.96 | 0.95 | 0.72 | 0.00 | 0.83 | 0.97 | 0.96 | 0.98 |
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- | lung macrophage | 120 | 0.84 | 0.08 | 0.46 | 0.20 | 0.00 | 0.84 | 0.85 | 0.78 | 0.93 |
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- | non-classical monocyte | 140 | 0.59 | 0.69 | 0.58 | 0.58 | 0.00 | 0.71 | 0.80 | 0.74 | 0.77 |
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- | endocardial cell | 100 | 0.93 | 0.93 | 0.92 | 0.82 | 0.00 | 0.87 | 0.87 | 0.84 | 0.91 |
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- | double negative thymocyte | 92 | 0.62 | 0.00 | 0.26 | 0.13 | 0.00 | 0.37 | 0.69 | 0.73 | 0.75 |
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- | late pro-B cell | 91 | 0.71 | 0.74 | 0.46 | 0.63 | 0.00 | 0.49 | 0.54 | 0.79 | 0.83 |
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- | kidney collecting duct principal cell | 114 | 0.74 | 0.91 | 0.81 | 0.81 | 0.00 | 0.88 | 0.95 | 0.90 | 0.95 |
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- | basal epithelial cell of tracheobronchial tree | 87 | 0.91 | 0.73 | 0.84 | 0.70 | 0.00 | 0.57 | 0.89 | 0.82 | 0.95 |
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- | mesenchymal cell | 98 | 0.31 | 0.00 | 0.04 | 0.06 | 0.00 | 0.04 | 0.48 | 0.52 | 0.46 |
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- | pancreatic A cell | 84 | 0.66 | 0.72 | 0.56 | 0.77 | 0.00 | 0.85 | 0.87 | 0.86 | 0.85 |
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- | adventitial cell | 86 | 0.69 | 0.62 | 0.57 | 0.20 | 0.00 | 0.14 | 0.85 | 0.54 | 0.78 |
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- | epithelial cell | 83 | 0.41 | 0.12 | 0.58 | 0.52 | 0.00 | 0.20 | 0.52 | 0.63 | 0.67 |
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- | kidney distal convoluted tubule epithelial cell | 62 | 0.74 | 0.85 | 0.71 | 0.31 | 0.00 | 0.86 | 0.89 | 0.82 | 0.89 |
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- | neutrophil | 78 | 0.57 | 0.66 | 0.39 | 0.50 | 0.00 | 0.47 | 0.71 | 0.65 | 0.74 |
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- | pancreatic ductal cell | 72 | 0.92 | 0.76 | 0.83 | 0.86 | 0.00 | 0.88 | 0.94 | 0.88 | 0.92 |
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- | myeloid dendritic cell | 48 | 0.36 | 0.48 | 0.40 | 0.40 | 0.00 | 0.44 | 0.63 | 0.45 | 0.62 |
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- | astrocyte | 61 | 0.90 | 0.94 | 0.94 | 0.95 | 0.00 | 0.94 | 0.96 | 0.89 | 0.97 |
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- | secretory cell | 56 | 0.25 | 0.51 | 0.37 | 0.42 | 0.00 | 0.69 | 0.86 | 0.82 | 0.73 |
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- | myeloid leukocyte | 57 | 0.62 | 0.41 | 0.46 | 0.18 | 0.00 | 0.27 | 0.54 | 0.58 | 0.78 |
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- | plasmatocyte | 42 | 0.75 | 0.78 | 0.48 | 0.64 | 0.00 | 0.61 | 0.83 | 0.77 | 0.87 |
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- | neuron | 47 | 0.62 | 0.64 | 0.82 | 0.78 | 0.00 | 0.85 | 0.87 | 0.79 | 0.86 |
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- | brain pericyte | 41 | 0.44 | 0.79 | 0.57 | 0.70 | 0.00 | 0.82 | 0.93 | 0.87 | 0.83 |
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- | vein endothelial cell | 57 | 0.48 | 0.80 | 0.62 | 0.51 | 0.00 | 0.79 | 0.85 | 0.76 | 0.86 |
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- | pancreatic D cell | 39 | 0.00 | 0.56 | 0.48 | 0.86 | 0.00 | 0.88 | 0.91 | 0.93 | 0.91 |
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- | kidney collecting duct epithelial cell | 33 | 0.37 | 0.60 | 0.17 | 0.70 | 0.00 | 0.54 | 0.84 | 0.77 | 0.88 |
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- | aortic endothelial cell | 0 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 |
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- | brush cell | 43 | 0.84 | 0.72 | 0.24 | 0.79 | 0.00 | 0.72 | 0.81 | 0.81 | 0.87 |
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- | erythroid progenitor cell, mammalian | 38 | 0.49 | 0.00 | 0.70 | 0.16 | 0.00 | 0.19 | 0.69 | 0.55 | 0.83 |
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- | regular atrial cardiac myocyte | 32 | 0.32 | 0.47 | 0.32 | 0.41 | 0.00 | 0.38 | 0.52 | 0.53 | 0.62 |
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- | kidney cortex artery cell | 42 | 0.77 | 0.85 | 0.65 | 0.26 | 0.00 | 0.32 | 0.71 | 0.61 | 0.82 |
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- | erythrocyte | 44 | 0.82 | 0.64 | 0.60 | 0.79 | 0.00 | 0.70 | 0.81 | 0.86 | 0.89 |
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- | mesangial cell | 38 | 0.00 | 0.79 | 0.45 | 0.22 | 0.00 | 0.30 | 0.78 | 0.63 | 0.80 |
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- | kidney loop of Henle ascending limb epithelial cell | 23 | 0.27 | 0.49 | 0.29 | 0.13 | 0.00 | 0.27 | 0.54 | 0.54 | 0.69 |
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- | cardiac muscle cell | 42 | 0.81 | 0.81 | 0.72 | 0.91 | 0.00 | 0.89 | 1.00 | 0.97 | 0.99 |
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- | mature alpha-beta T cell | 37 | 0.00 | 0.20 | 0.10 | 0.38 | 0.00 | 0.32 | 0.38 | 0.49 | 0.31 |
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- | basophil | 31 | 0.54 | 0.69 | 0.75 | 0.58 | 0.00 | 0.40 | 0.67 | 0.52 | 0.81 |
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- | cardiac valve cell | 24 | 0.63 | 0.71 | 0.48 | 0.68 | 0.00 | 0.70 | 0.82 | 0.73 | 0.77 |
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- | oligodendrocyte precursor cell | 38 | 0.97 | 0.97 | 0.96 | 0.97 | 0.00 | 0.96 | 0.99 | 0.99 | 0.99 |
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- | Schwann cell | 26 | 0.74 | 0.81 | 0.76 | 0.75 | 0.00 | 0.74 | 0.80 | 0.69 | 0.79 |
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- | pulmonary interstitial fibroblast | 23 | 0.92 | 0.85 | 0.81 | 0.82 | 0.00 | 0.81 | 0.90 | 0.94 | 0.96 |
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- | smooth muscle cell of trachea | 23 | 0.00 | 0.29 | 0.32 | 0.27 | 0.00 | 0.07 | 0.52 | 0.52 | 0.27 |
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- | granulocyte monocyte progenitor cell | 31 | 0.00 | 0.63 | 0.74 | 0.73 | 0.00 | 0.75 | 0.91 | 0.85 | 0.92 |
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- | interneuron | 22 | 0.51 | 0.59 | 0.45 | 0.68 | 0.00 | 0.76 | 0.89 | 0.75 | 0.81 |
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- | pancreatic PP cell | 27 | 0.00 | 0.14 | 0.20 | 0.59 | 0.00 | 0.73 | 0.75 | 0.81 | 0.58 |
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- | smooth muscle cell of the pulmonary artery | 20 | 0.00 | 0.62 | 0.57 | 0.40 | 0.00 | 0.33 | 0.83 | 0.77 | 0.76 |
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- | cell of skeletal muscle | 22 | 0.89 | 0.91 | 0.72 | 0.93 | 0.00 | 0.92 | 0.89 | 0.90 | 0.93 |
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- | brush cell of epithelium proper of large intestine | 15 | 0.49 | 0.70 | 0.22 | 0.81 | 0.00 | 0.67 | 0.91 | 0.88 | 0.83 |
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- | Langerhans cell | 22 | 0.91 | 0.86 | 0.53 | 0.66 | 0.00 | 0.48 | 0.79 | 0.83 | 0.93 |
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- | stem cell of epidermis | 13 | 0.00 | 0.00 | 0.42 | 0.47 | 0.00 | 0.44 | 0.59 | 0.42 | 0.76 |
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- | regulatory T cell | 15 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.16 | 0.17 | 0.12 | 0.00 |
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- | epithelial cell of thymus | 19 | 0.10 | 0.00 | 0.23 | 0.27 | 0.00 | 0.06 | 0.57 | 0.39 | 0.25 |
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- | enteroendocrine cell | 13 | 0.75 | 0.67 | 0.56 | 0.73 | 0.00 | 0.86 | 1.00 | 0.69 | 0.83 |
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- | kidney capillary endothelial cell | 16 | 0.24 | 0.45 | 0.48 | 0.07 | 0.00 | 0.34 | 0.26 | 0.28 | 0.34 |
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- | neuroepithelial stem cell | 21 | 0.25 | 0.31 | 0.58 | 0.52 | 0.00 | 0.33 | 0.87 | 0.58 | 0.70 |
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- | macrophage dendritic cell progenitor | 14 | 0.00 | 0.38 | 0.46 | 0.42 | 0.00 | 0.36 | 0.60 | 0.47 | 0.67 |
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- | DN3 thymocyte | 18 | 0.00 | 0.10 | 0.10 | 0.71 | 0.00 | 0.61 | 0.74 | 0.67 | 0.65 |
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- | regular ventricular cardiac myocyte | 6 | 0.27 | 0.00 | 0.36 | 0.40 | 0.00 | 0.71 | 0.62 | 0.57 | 0.67 |
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- | endothelial cell of lymphatic vessel | 6 | 0.00 | 0.40 | 0.91 | 0.17 | 0.00 | 0.16 | 0.44 | 0.35 | 0.62 |
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- | ciliated columnar cell of tracheobronchial tree | 8 | 0.00 | 0.76 | 0.80 | 0.89 | 0.00 | 0.40 | 1.00 | 0.93 | 1.00 |
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- | plasmacytoid dendritic cell | 10 | 0.00 | 0.18 | 0.50 | 0.00 | 0.00 | 0.13 | 0.55 | 0.36 | 0.67 |
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- | dendritic cell | 10 | 0.00 | 0.27 | 0.24 | 0.18 | 0.00 | 0.16 | 0.41 | 0.42 | 0.48 |
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- | medium spiny neuron | 12 | 0.00 | 0.59 | 0.80 | 0.70 | 0.00 | 0.92 | 1.00 | 0.92 | 0.96 |
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- | pericyte | 11 | 0.88 | 0.92 | 0.96 | 0.73 | 0.00 | 0.92 | 0.85 | 0.88 | 0.96 |
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- | neural stem cell | 12 | 0.29 | 0.50 | 0.70 | 0.91 | 0.00 | 0.72 | 1.00 | 0.96 | 0.96 |
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- | kidney proximal straight tubule epithelial cell | 9 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.20 | 0.26 | 0.00 |
164
- | blood cell | 12 | 0.31 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.36 | 0.21 | 0.33 |
165
- | immature NK T cell | 11 | 0.00 | 0.17 | 0.25 | 0.15 | 0.00 | 0.15 | 0.40 | 0.24 | 0.53 |
166
- | cardiac neuron | 8 | 0.00 | 0.00 | 0.22 | 0.33 | 0.00 | 0.50 | 0.50 | 0.44 | 0.50 |
167
- | mast cell | 10 | 0.00 | 0.00 | 0.40 | 0.27 | 0.00 | 0.00 | 0.56 | 0.69 | 0.50 |
168
- | mucus secreting cell | 9 | 0.00 | 0.40 | 0.71 | 0.56 | 0.00 | 0.47 | 0.80 | 0.84 | 0.94 |
169
- | early pro-B cell | 9 | 0.00 | 0.50 | 0.62 | 0.50 | 0.00 | 0.67 | 0.63 | 0.70 | 0.62 |
170
- | pancreatic stellate cell | 12 | 0.80 | 0.40 | 0.50 | 0.53 | 0.00 | 0.13 | 0.56 | 0.88 | 0.86 |
171
- | ependymal cell | 8 | 0.82 | 0.80 | 0.93 | 0.89 | 0.00 | 0.76 | 0.89 | 0.89 | 0.94 |
172
- | Bergmann glial cell | 6 | 0.00 | 0.67 | 0.67 | 0.73 | 0.00 | 0.71 | 0.91 | 0.80 | 0.91 |
173
- | neuroendocrine cell | 4 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.57 | 0.50 | 0.00 |
174
- | fibrocyte | 0 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 |
175
- | hepatic stellate cell | 2 | 0.00 | 1.00 | 0.67 | 0.57 | 0.00 | 0.22 | 1.00 | 0.67 | 1.00 |
176
- | club cell | 2 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 |
177
- | respiratory basal cell | 1 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 |
178
- | kidney interstitial fibroblast | 2 | 0.00 | 0.00 | 0.00 | 1.00 | 0.00 | 0.15 | 0.40 | 0.40 | 1.00 |
179
- | lymphoid lineage restricted progenitor cell | 0 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 |
180
- | lung neuroendocrine cell | 0 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 |
181
- | kidney cell | 0 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 |
182
- | duct epithelial cell | 1 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 1.00 | 0.00 | 0.00 |
183
-
184
- The train accuracies are computed on the training data.
185
-
186
- | Cell Type | N cells | celltypist | knn bbknn | knn harmony | knn on scvi | onclass | scanvi | svm | xgboost | Consensus Prediction |
187
- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- |
188
- | B cell | 32688 | 0.85 | 0.90 | 0.89 | 0.93 | 0.00 | 0.93 | 0.73 | 0.79 | 0.95 |
189
- | mesenchymal stem cell | 14492 | 0.86 | 0.86 | 0.92 | 0.89 | 0.00 | 0.91 | 0.91 | 0.85 | 0.95 |
190
- | basal cell of epidermis | 14065 | 0.85 | 0.87 | 0.91 | 0.92 | 0.00 | 0.85 | 0.86 | 0.84 | 0.92 |
191
- | granulocyte | 13911 | 0.80 | 0.84 | 0.90 | 0.91 | 0.00 | 0.86 | 0.74 | 0.85 | 0.91 |
192
- | endothelial cell | 13412 | 0.86 | 0.86 | 0.87 | 0.86 | 0.00 | 0.86 | 0.90 | 0.86 | 0.95 |
193
- | microglial cell | 11942 | 0.99 | 0.99 | 0.95 | 0.99 | 0.00 | 0.97 | 0.99 | 0.99 | 0.99 |
194
- | T cell | 11498 | 0.77 | 0.79 | 0.77 | 0.84 | 0.00 | 0.89 | 0.68 | 0.75 | 0.88 |
195
- | keratinocyte | 11126 | 0.86 | 0.87 | 0.91 | 0.93 | 0.00 | 0.88 | 0.89 | 0.86 | 0.92 |
196
- | macrophage | 8645 | 0.45 | 0.63 | 0.83 | 0.77 | 0.00 | 0.74 | 0.56 | 0.60 | 0.82 |
197
- | classical monocyte | 7327 | 0.83 | 0.54 | 0.78 | 0.90 | 0.00 | 0.89 | 0.82 | 0.84 | 0.93 |
198
- | granulocytopoietic cell | 7276 | 0.65 | 0.79 | 0.85 | 0.86 | 0.00 | 0.76 | 0.70 | 0.81 | 0.88 |
199
- | bladder urothelial cell | 5999 | 0.98 | 0.98 | 0.97 | 0.97 | 0.00 | 0.97 | 0.99 | 0.98 | 0.99 |
200
- | mesenchymal stem cell of adipose tissue | 6012 | 0.81 | 0.81 | 0.84 | 0.76 | 0.00 | 0.94 | 0.90 | 0.81 | 0.93 |
201
- | fibroblast of cardiac tissue | 5705 | 0.94 | 0.93 | 0.86 | 0.82 | 0.00 | 0.94 | 0.95 | 0.92 | 0.97 |
202
- | endothelial cell of coronary artery | 5404 | 0.82 | 0.83 | 0.80 | 0.79 | 0.00 | 0.92 | 0.91 | 0.86 | 0.96 |
203
- | skeletal muscle satellite cell | 4356 | 0.98 | 0.97 | 0.95 | 0.98 | 0.00 | 0.96 | 0.97 | 0.96 | 0.98 |
204
- | proerythroblast | 4235 | 0.54 | 0.52 | 0.73 | 0.77 | 0.00 | 0.76 | 0.55 | 0.69 | 0.75 |
205
- | kidney proximal convoluted tubule epithelial cell | 4024 | 0.84 | 0.81 | 0.89 | 0.89 | 0.00 | 0.87 | 0.90 | 0.89 | 0.92 |
206
- | bronchial smooth muscle cell | 4024 | 0.94 | 0.96 | 0.82 | 0.90 | 0.00 | 0.93 | 0.96 | 0.95 | 0.97 |
207
- | myeloid cell | 3977 | 0.51 | 0.56 | 0.73 | 0.70 | 0.00 | 0.85 | 0.72 | 0.72 | 0.86 |
208
- | hepatocyte | 3690 | 0.99 | 0.98 | 0.98 | 0.98 | 0.00 | 0.97 | 0.99 | 0.99 | 0.99 |
209
- | type B pancreatic cell | 3598 | 0.97 | 0.97 | 0.97 | 0.98 | 0.00 | 0.98 | 0.99 | 0.98 | 0.99 |
210
- | bladder cell | 3627 | 0.97 | 0.95 | 0.98 | 0.81 | 0.00 | 0.96 | 0.99 | 0.94 | 0.99 |
211
- | promonocyte | 3455 | 0.69 | 0.70 | 0.85 | 0.86 | 0.00 | 0.87 | 0.77 | 0.81 | 0.88 |
212
- | DN4 thymocyte | 3418 | 0.35 | 0.46 | 0.60 | 0.68 | 0.00 | 0.88 | 0.63 | 0.69 | 0.78 |
213
- | basal cell | 3366 | 0.98 | 0.97 | 0.98 | 0.97 | 0.00 | 0.97 | 0.99 | 0.97 | 0.99 |
214
- | monocyte | 3281 | 0.66 | 0.53 | 0.77 | 0.81 | 0.00 | 0.86 | 0.80 | 0.81 | 0.90 |
215
- | enterocyte of epithelium of large intestine | 3264 | 0.90 | 0.92 | 0.94 | 0.94 | 0.00 | 0.93 | 0.94 | 0.94 | 0.96 |
216
- | thymocyte | 3145 | 0.74 | 0.75 | 0.86 | 0.93 | 0.00 | 0.91 | 0.91 | 0.92 | 0.96 |
217
- | epithelial cell of proximal tubule | 3138 | 0.81 | 0.77 | 0.86 | 0.84 | 0.00 | 0.87 | 0.87 | 0.85 | 0.89 |
218
- | natural killer cell | 3029 | 0.82 | 0.80 | 0.74 | 0.86 | 0.00 | 0.87 | 0.81 | 0.84 | 0.88 |
219
- | naive B cell | 3015 | 0.44 | 0.20 | 0.89 | 0.66 | 0.00 | 0.76 | 0.52 | 0.56 | 0.83 |
220
- | hematopoietic stem cell | 3000 | 0.92 | 0.93 | 0.94 | 0.94 | 0.00 | 0.92 | 0.95 | 0.94 | 0.96 |
221
- | mature NK T cell | 2837 | 0.60 | 0.61 | 0.61 | 0.79 | 0.00 | 0.82 | 0.64 | 0.71 | 0.78 |
222
- | fibroblast | 2836 | 0.46 | 0.26 | 0.69 | 0.66 | 0.00 | 0.70 | 0.67 | 0.65 | 0.79 |
223
- | stromal cell | 2783 | 0.68 | 0.35 | 0.88 | 0.75 | 0.00 | 0.97 | 0.88 | 0.70 | 0.92 |
224
- | keratinocyte stem cell | 2755 | 0.94 | 0.92 | 0.92 | 0.94 | 0.00 | 0.94 | 0.94 | 0.91 | 0.96 |
225
- | erythroblast | 2652 | 0.65 | 0.69 | 0.83 | 0.84 | 0.00 | 0.83 | 0.72 | 0.77 | 0.85 |
226
- | Kupffer cell | 2515 | 0.97 | 0.94 | 0.88 | 0.94 | 0.00 | 0.97 | 0.98 | 0.97 | 0.99 |
227
- | megakaryocyte-erythroid progenitor cell | 2542 | 0.57 | 0.64 | 0.77 | 0.76 | 0.00 | 0.79 | 0.66 | 0.74 | 0.81 |
228
- | pancreatic acinar cell | 2436 | 0.96 | 0.96 | 0.95 | 0.99 | 0.00 | 0.98 | 0.99 | 0.99 | 0.99 |
229
- | luminal epithelial cell of mammary gland | 2410 | 0.92 | 0.91 | 0.98 | 0.93 | 0.00 | 0.97 | 0.97 | 0.94 | 0.98 |
230
- | professional antigen presenting cell | 2381 | 0.06 | 0.01 | 0.30 | 0.53 | 0.00 | 0.92 | 0.39 | 0.42 | 0.56 |
231
- | epidermal cell | 1978 | 0.84 | 0.86 | 0.89 | 0.89 | 0.00 | 0.82 | 0.88 | 0.85 | 0.91 |
232
- | hematopoietic precursor cell | 1927 | 0.60 | 0.71 | 0.66 | 0.81 | 0.00 | 0.91 | 0.73 | 0.81 | 0.89 |
233
- | oligodendrocyte | 1893 | 0.98 | 0.99 | 0.97 | 0.99 | 0.00 | 0.99 | 1.00 | 0.99 | 0.99 |
234
- | fibroblast of lung | 1816 | 0.96 | 0.95 | 0.92 | 0.94 | 0.00 | 0.97 | 0.99 | 0.97 | 0.98 |
235
- | CD8-positive, alpha-beta T cell | 1739 | 0.46 | 0.49 | 0.51 | 0.64 | 0.00 | 0.66 | 0.58 | 0.65 | 0.73 |
236
- | epithelial cell of large intestine | 1719 | 0.78 | 0.78 | 0.85 | 0.83 | 0.00 | 0.84 | 0.88 | 0.87 | 0.89 |
237
- | intestinal crypt stem cell | 1726 | 0.81 | 0.85 | 0.89 | 0.90 | 0.00 | 0.88 | 0.90 | 0.88 | 0.92 |
238
- | chondrocyte | 1720 | 0.75 | 0.62 | 0.85 | 0.84 | 0.00 | 0.87 | 0.89 | 0.88 | 0.86 |
239
- | immature T cell | 1597 | 0.71 | 0.00 | 0.83 | 0.94 | 0.00 | 0.93 | 0.87 | 0.90 | 0.96 |
240
- | precursor B cell | 1601 | 0.71 | 0.86 | 0.93 | 0.89 | 0.00 | 0.89 | 0.84 | 0.89 | 0.93 |
241
- | intermediate monocyte | 1568 | 0.19 | 0.04 | 0.48 | 0.67 | 0.00 | 0.68 | 0.58 | 0.60 | 0.75 |
242
- | large intestine goblet cell | 1574 | 0.81 | 0.84 | 0.92 | 0.87 | 0.00 | 0.93 | 0.95 | 0.92 | 0.95 |
243
- | CD4-positive, alpha-beta T cell | 1549 | 0.00 | 0.39 | 0.47 | 0.59 | 0.00 | 0.64 | 0.49 | 0.60 | 0.74 |
244
- | smooth muscle cell | 1520 | 0.64 | 0.75 | 0.83 | 0.89 | 0.00 | 0.87 | 0.88 | 0.84 | 0.84 |
245
- | leukocyte | 1491 | 0.48 | 0.49 | 0.70 | 0.66 | 0.00 | 0.79 | 0.61 | 0.70 | 0.91 |
246
- | plasma cell | 1486 | 0.52 | 0.62 | 0.81 | 0.81 | 0.00 | 0.80 | 0.57 | 0.68 | 0.80 |
247
- | lymphocyte | 1437 | 0.23 | 0.22 | 0.67 | 0.60 | 0.00 | 0.85 | 0.32 | 0.49 | 0.73 |
248
- | naive T cell | 1408 | 0.79 | 0.86 | 0.93 | 0.92 | 0.00 | 0.81 | 0.90 | 0.88 | 0.90 |
249
- | kidney loop of Henle thick ascending limb epithelial cell | 1392 | 0.90 | 0.91 | 0.93 | 0.85 | 0.00 | 0.92 | 0.96 | 0.96 | 0.96 |
250
- | immature B cell | 1289 | 0.80 | 0.71 | 0.82 | 0.81 | 0.00 | 0.82 | 0.62 | 0.72 | 0.90 |
251
- | alveolar macrophage | 1234 | 0.94 | 0.94 | 0.93 | 0.94 | 0.00 | 0.96 | 0.98 | 0.95 | 0.98 |
252
- | endothelial cell of hepatic sinusoid | 1156 | 0.95 | 0.94 | 0.87 | 0.85 | 0.00 | 0.87 | 0.97 | 0.96 | 0.98 |
253
- | lung macrophage | 1046 | 0.84 | 0.04 | 0.72 | 0.91 | 0.00 | 0.94 | 0.91 | 0.87 | 0.96 |
254
- | non-classical monocyte | 1018 | 0.53 | 0.64 | 0.83 | 0.83 | 0.00 | 0.91 | 0.81 | 0.78 | 0.83 |
255
- | endocardial cell | 953 | 0.92 | 0.92 | 0.94 | 0.87 | 0.00 | 0.92 | 0.92 | 0.85 | 0.96 |
256
- | double negative thymocyte | 879 | 0.61 | 0.00 | 0.65 | 0.79 | 0.00 | 0.89 | 0.77 | 0.82 | 0.92 |
257
- | late pro-B cell | 852 | 0.75 | 0.80 | 0.85 | 0.88 | 0.00 | 0.79 | 0.72 | 0.88 | 0.94 |
258
- | kidney collecting duct principal cell | 826 | 0.73 | 0.89 | 0.91 | 0.88 | 0.00 | 0.89 | 0.97 | 0.96 | 0.97 |
259
- | basal epithelial cell of tracheobronchial tree | 838 | 0.82 | 0.74 | 0.94 | 0.81 | 0.00 | 0.84 | 0.92 | 0.87 | 0.96 |
260
- | mesenchymal cell | 781 | 0.23 | 0.00 | 0.41 | 0.30 | 0.00 | 0.44 | 0.56 | 0.56 | 0.55 |
261
- | pancreatic A cell | 746 | 0.65 | 0.75 | 0.87 | 0.88 | 0.00 | 0.92 | 0.95 | 0.94 | 0.93 |
262
- | adventitial cell | 725 | 0.66 | 0.59 | 0.86 | 0.54 | 0.00 | 0.70 | 0.84 | 0.65 | 0.92 |
263
- | epithelial cell | 680 | 0.43 | 0.03 | 0.85 | 0.70 | 0.00 | 0.66 | 0.58 | 0.67 | 0.82 |
264
- | kidney distal convoluted tubule epithelial cell | 682 | 0.82 | 0.88 | 0.88 | 0.74 | 0.00 | 0.95 | 0.97 | 0.96 | 0.96 |
265
- | neutrophil | 626 | 0.51 | 0.50 | 0.76 | 0.83 | 0.00 | 0.76 | 0.73 | 0.67 | 0.88 |
266
- | pancreatic ductal cell | 574 | 0.93 | 0.80 | 0.98 | 0.95 | 0.00 | 0.97 | 0.98 | 0.97 | 0.99 |
267
- | myeloid dendritic cell | 570 | 0.47 | 0.53 | 0.87 | 0.65 | 0.00 | 0.86 | 0.75 | 0.62 | 0.80 |
268
- | astrocyte | 531 | 0.91 | 0.93 | 0.97 | 0.95 | 0.00 | 0.97 | 1.00 | 0.99 | 0.99 |
269
- | secretory cell | 507 | 0.26 | 0.35 | 0.82 | 0.69 | 0.00 | 0.90 | 0.93 | 0.88 | 0.93 |
270
- | myeloid leukocyte | 458 | 0.57 | 0.33 | 0.86 | 0.55 | 0.00 | 0.69 | 0.63 | 0.71 | 0.94 |
271
- | plasmatocyte | 454 | 0.81 | 0.78 | 0.91 | 0.82 | 0.00 | 0.82 | 0.89 | 0.88 | 0.95 |
272
- | neuron | 437 | 0.61 | 0.57 | 0.86 | 0.81 | 0.00 | 0.78 | 0.95 | 0.91 | 0.93 |
273
- | brain pericyte | 443 | 0.53 | 0.73 | 0.68 | 0.87 | 0.00 | 0.86 | 0.97 | 0.93 | 0.92 |
274
- | vein endothelial cell | 414 | 0.48 | 0.77 | 0.80 | 0.70 | 0.00 | 0.78 | 0.86 | 0.80 | 0.93 |
275
- | pancreatic D cell | 424 | 0.00 | 0.69 | 0.90 | 0.91 | 0.00 | 0.93 | 0.98 | 0.97 | 0.98 |
276
- | kidney collecting duct epithelial cell | 425 | 0.39 | 0.51 | 0.84 | 0.86 | 0.00 | 0.95 | 0.91 | 0.87 | 0.94 |
277
- | aortic endothelial cell | 421 | 0.16 | 0.00 | 0.27 | 0.43 | 0.00 | 0.70 | 0.38 | 0.32 | 0.74 |
278
- | brush cell | 371 | 0.80 | 0.53 | 0.93 | 0.93 | 0.00 | 0.73 | 0.88 | 0.85 | 0.91 |
279
- | erythroid progenitor cell, mammalian | 371 | 0.60 | 0.00 | 0.89 | 0.83 | 0.00 | 0.35 | 0.76 | 0.64 | 0.93 |
280
- | regular atrial cardiac myocyte | 364 | 0.40 | 0.42 | 0.77 | 0.71 | 0.00 | 0.71 | 0.77 | 0.73 | 0.88 |
281
- | kidney cortex artery cell | 339 | 0.78 | 0.83 | 0.75 | 0.50 | 0.00 | 0.40 | 0.75 | 0.71 | 0.79 |
282
- | erythrocyte | 312 | 0.69 | 0.50 | 0.84 | 0.90 | 0.00 | 0.81 | 0.81 | 0.84 | 0.92 |
283
- | mesangial cell | 316 | 0.00 | 0.64 | 0.67 | 0.74 | 0.00 | 0.69 | 0.84 | 0.77 | 0.94 |
284
- | kidney loop of Henle ascending limb epithelial cell | 321 | 0.41 | 0.60 | 0.66 | 0.48 | 0.00 | 0.70 | 0.86 | 0.86 | 0.77 |
285
- | cardiac muscle cell | 292 | 0.69 | 0.63 | 0.83 | 0.96 | 0.00 | 0.97 | 0.99 | 0.96 | 0.99 |
286
- | mature alpha-beta T cell | 293 | 0.00 | 0.12 | 0.40 | 0.42 | 0.00 | 0.70 | 0.59 | 0.63 | 0.79 |
287
- | basophil | 294 | 0.45 | 0.67 | 0.85 | 0.81 | 0.00 | 0.61 | 0.74 | 0.75 | 0.85 |
288
- | cardiac valve cell | 291 | 0.73 | 0.82 | 0.75 | 0.87 | 0.00 | 0.85 | 0.93 | 0.89 | 0.91 |
289
- | oligodendrocyte precursor cell | 274 | 0.95 | 0.97 | 0.97 | 0.98 | 0.00 | 0.98 | 0.99 | 1.00 | 1.00 |
290
- | Schwann cell | 248 | 0.71 | 0.71 | 0.86 | 0.84 | 0.00 | 0.82 | 0.86 | 0.84 | 0.82 |
291
- | pulmonary interstitial fibroblast | 248 | 0.94 | 0.85 | 0.91 | 0.89 | 0.00 | 0.94 | 0.91 | 0.96 | 0.96 |
292
- | smooth muscle cell of trachea | 229 | 0.00 | 0.02 | 0.53 | 0.46 | 0.00 | 0.81 | 0.71 | 0.72 | 0.84 |
293
- | granulocyte monocyte progenitor cell | 219 | 0.00 | 0.57 | 0.86 | 0.82 | 0.00 | 0.59 | 0.81 | 0.77 | 0.87 |
294
- | interneuron | 218 | 0.52 | 0.56 | 0.81 | 0.74 | 0.00 | 0.78 | 0.97 | 0.91 | 0.91 |
295
- | pancreatic PP cell | 201 | 0.00 | 0.05 | 0.72 | 0.78 | 0.00 | 0.85 | 0.92 | 0.93 | 0.93 |
296
- | smooth muscle cell of the pulmonary artery | 189 | 0.00 | 0.70 | 0.79 | 0.42 | 0.00 | 0.48 | 0.87 | 0.78 | 0.88 |
297
- | cell of skeletal muscle | 170 | 0.95 | 0.90 | 0.76 | 0.94 | 0.00 | 0.94 | 0.96 | 0.96 | 0.97 |
298
- | brush cell of epithelium proper of large intestine | 160 | 0.66 | 0.70 | 0.85 | 0.87 | 0.00 | 0.83 | 0.97 | 0.94 | 0.92 |
299
- | Langerhans cell | 153 | 0.91 | 0.78 | 0.91 | 0.77 | 0.00 | 0.68 | 0.90 | 0.78 | 0.96 |
300
- | stem cell of epidermis | 158 | 0.00 | 0.00 | 0.74 | 0.79 | 0.00 | 0.37 | 0.60 | 0.61 | 0.89 |
301
- | regulatory T cell | 155 | 0.00 | 0.06 | 0.20 | 0.22 | 0.00 | 0.44 | 0.52 | 0.35 | 0.77 |
302
- | epithelial cell of thymus | 146 | 0.23 | 0.03 | 0.72 | 0.54 | 0.00 | 0.56 | 0.86 | 0.58 | 0.93 |
303
- | enteroendocrine cell | 148 | 0.86 | 0.76 | 0.94 | 0.84 | 0.00 | 0.89 | 0.98 | 0.95 | 0.95 |
304
- | kidney capillary endothelial cell | 145 | 0.24 | 0.50 | 0.38 | 0.32 | 0.00 | 0.31 | 0.31 | 0.32 | 0.30 |
305
- | neuroepithelial stem cell | 130 | 0.17 | 0.08 | 0.87 | 0.69 | 0.00 | 0.54 | 0.93 | 0.69 | 0.82 |
306
- | macrophage dendritic cell progenitor | 134 | 0.00 | 0.28 | 0.80 | 0.84 | 0.00 | 0.66 | 0.79 | 0.70 | 0.89 |
307
- | DN3 thymocyte | 128 | 0.00 | 0.01 | 0.42 | 0.81 | 0.00 | 0.67 | 0.80 | 0.75 | 0.87 |
308
- | regular ventricular cardiac myocyte | 135 | 0.46 | 0.04 | 0.89 | 0.79 | 0.00 | 0.91 | 0.95 | 0.99 | 0.97 |
309
- | endothelial cell of lymphatic vessel | 133 | 0.00 | 0.43 | 0.94 | 0.66 | 0.00 | 0.31 | 0.64 | 0.48 | 0.89 |
310
- | ciliated columnar cell of tracheobronchial tree | 119 | 0.00 | 0.82 | 0.76 | 0.93 | 0.00 | 0.67 | 0.96 | 0.94 | 0.97 |
311
- | plasmacytoid dendritic cell | 112 | 0.00 | 0.23 | 0.87 | 0.67 | 0.00 | 0.44 | 0.72 | 0.70 | 0.90 |
312
- | dendritic cell | 97 | 0.00 | 0.36 | 0.76 | 0.60 | 0.00 | 0.65 | 0.69 | 0.55 | 0.81 |
313
- | medium spiny neuron | 91 | 0.00 | 0.12 | 0.93 | 0.87 | 0.00 | 0.94 | 1.00 | 0.99 | 0.99 |
314
- | pericyte | 88 | 0.80 | 0.86 | 0.81 | 0.86 | 0.00 | 0.83 | 0.91 | 0.91 | 0.94 |
315
- | neural stem cell | 85 | 0.46 | 0.53 | 0.88 | 0.92 | 0.00 | 0.79 | 0.96 | 0.94 | 0.96 |
316
- | kidney proximal straight tubule epithelial cell | 86 | 0.00 | 0.00 | 0.09 | 0.00 | 0.00 | 0.25 | 0.60 | 0.45 | 0.41 |
317
- | blood cell | 76 | 0.22 | 0.00 | 0.32 | 0.13 | 0.00 | 0.24 | 0.40 | 0.29 | 0.39 |
318
- | immature NK T cell | 73 | 0.00 | 0.02 | 0.35 | 0.47 | 0.00 | 0.44 | 0.63 | 0.52 | 0.74 |
319
- | cardiac neuron | 73 | 0.00 | 0.14 | 0.80 | 0.70 | 0.00 | 0.79 | 0.84 | 0.74 | 0.92 |
320
- | mast cell | 66 | 0.00 | 0.00 | 0.62 | 0.87 | 0.00 | 0.73 | 0.63 | 0.67 | 0.85 |
321
- | mucus secreting cell | 64 | 0.00 | 0.36 | 0.89 | 0.83 | 0.00 | 0.88 | 0.98 | 0.95 | 0.99 |
322
- | early pro-B cell | 63 | 0.00 | 0.54 | 0.76 | 0.77 | 0.00 | 0.81 | 0.79 | 0.77 | 0.93 |
323
- | pancreatic stellate cell | 57 | 0.81 | 0.69 | 0.90 | 0.57 | 0.00 | 0.22 | 0.54 | 0.85 | 0.94 |
324
- | ependymal cell | 47 | 0.88 | 0.49 | 0.95 | 0.92 | 0.00 | 0.67 | 1.00 | 0.96 | 1.00 |
325
- | Bergmann glial cell | 48 | 0.00 | 0.54 | 0.79 | 0.79 | 0.00 | 0.84 | 1.00 | 1.00 | 0.96 |
326
- | neuroendocrine cell | 44 | 0.00 | 0.00 | 0.15 | 0.43 | 0.00 | 0.76 | 0.96 | 0.81 | 0.51 |
327
- | fibrocyte | 39 | 0.00 | 0.00 | 0.43 | 0.36 | 0.00 | 0.22 | 0.73 | 0.57 | 0.77 |
328
- | hepatic stellate cell | 37 | 0.00 | 0.10 | 0.82 | 0.85 | 0.00 | 0.36 | 0.96 | 0.86 | 0.99 |
329
- | club cell | 35 | 0.13 | 0.41 | 0.27 | 0.16 | 0.00 | 0.19 | 0.23 | 0.22 | 0.17 |
330
- | respiratory basal cell | 33 | 0.00 | 0.00 | 0.95 | 0.69 | 0.00 | 0.39 | 0.99 | 0.86 | 0.91 |
331
- | kidney interstitial fibroblast | 14 | 0.00 | 0.00 | 0.78 | 0.90 | 0.00 | 0.36 | 0.38 | 0.78 | 0.93 |
332
- | lymphoid lineage restricted progenitor cell | 13 | 0.96 | 0.00 | 0.87 | 0.78 | 0.00 | 0.25 | 0.09 | 0.96 | 0.96 |
333
- | lung neuroendocrine cell | 8 | 0.00 | 0.00 | 1.00 | 0.67 | 0.00 | 0.59 | 0.62 | 1.00 | 1.00 |
334
- | kidney cell | 3 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.32 | 0.11 | 0.75 | 0.50 |
335
- | duct epithelial cell | 1 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.07 | 0.25 | 0.67 | 0.00 |
336
-
337
- </details>
338
-
339
-
340
- # References
341
-
342
- 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| B cell | 3640 | 0.86 | 0.90 | 0.86 | 0.87 | 0.00 | 0.87 | 0.72 | 0.79 | 0.91 |\n| mesenchymal stem cell | 1646 | 0.87 | 0.88 | 0.87 | 0.75 | 0.00 | 0.66 | 0.91 | 0.86 | 0.93 |\n| basal cell of epidermis | 1572 | 0.86 | 0.87 | 0.82 | 0.87 | 0.00 | 0.83 | 0.86 | 0.83 | 0.91 |\n| granulocyte | 1651 | 0.82 | 0.86 | 0.82 | 0.80 | 0.00 | 0.82 | 0.74 | 0.85 | 0.89 |\n| endothelial cell | 1404 | 0.87 | 0.88 | 0.82 | 0.71 | 0.00 | 0.70 | 0.90 | 0.86 | 0.91 |\n| microglial cell | 1326 | 0.99 | 0.99 | 0.95 | 0.98 | 0.00 | 0.97 | 0.98 | 0.99 | 0.99 |\n| T cell | 1244 | 0.78 | 0.80 | 0.66 | 0.63 | 0.00 | 0.73 | 0.65 | 0.74 | 0.81 |\n| keratinocyte | 1231 | 0.85 | 0.88 | 0.80 | 0.86 | 0.00 | 0.81 | 0.88 | 0.86 | 0.91 |\n| macrophage | 979 | 0.41 | 0.67 | 0.61 | 0.53 | 0.00 | 0.42 | 0.51 | 0.55 | 0.71 |\n| classical monocyte | 795 | 0.81 | 0.61 | 0.62 | 0.65 | 0.00 | 0.77 | 0.80 | 0.82 | 0.90 |\n| granulocytopoietic cell | 806 | 0.65 | 0.80 | 0.66 | 0.67 | 0.00 | 0.63 | 0.68 | 0.80 | 0.82 |\n| bladder urothelial cell | 634 | 0.98 | 0.98 | 0.94 | 0.92 | 0.00 | 0.83 | 0.99 | 0.98 | 0.98 |\n| mesenchymal stem cell of adipose tissue | 610 | 0.85 | 0.85 | 0.69 | 0.60 | 0.00 | 0.59 | 0.90 | 0.80 | 0.89 |\n| fibroblast of cardiac tissue | 616 | 0.96 | 0.95 | 0.80 | 0.67 | 0.00 | 0.58 | 0.96 | 0.92 | 0.97 |\n| endothelial cell of coronary artery | 583 | 0.85 | 0.88 | 0.64 | 0.50 | 0.00 | 0.37 | 0.89 | 0.85 | 0.92 |\n| skeletal muscle satellite cell | 420 | 0.97 | 0.97 | 0.93 | 0.97 | 0.00 | 0.96 | 0.96 | 0.94 | 0.97 |\n| proerythroblast | 442 | 0.50 | 0.53 | 0.45 | 0.26 | 0.00 | 0.62 | 0.45 | 0.65 | 0.64 |\n| kidney proximal convoluted tubule epithelial cell | 436 | 0.86 | 0.87 | 0.28 | 0.81 | 0.00 | 0.75 | 0.87 | 0.87 | 0.88 |\n| bronchial smooth muscle cell | 430 | 0.93 | 0.95 | 0.85 | 0.84 | 0.00 | 0.88 | 0.95 | 0.94 | 0.95 |\n| myeloid cell | 440 | 0.51 | 0.62 | 0.46 | 0.51 | 0.00 | 0.38 | 0.70 | 0.67 | 0.74 |\n| hepatocyte | 382 | 0.99 | 0.98 | 0.99 | 0.98 | 0.00 | 0.96 | 0.99 | 0.99 | 0.99 |\n| type B pancreatic cell | 418 | 0.97 | 0.97 | 0.95 | 0.97 | 0.00 | 0.98 | 0.98 | 0.97 | 0.98 |\n| bladder cell | 383 | 0.97 | 0.96 | 0.93 | 0.67 | 0.00 | 0.78 | 0.99 | 0.95 | 0.99 |\n| promonocyte | 387 | 0.71 | 0.74 | 0.73 | 0.59 | 0.00 | 0.67 | 0.74 | 0.79 | 0.84 |\n| DN4 thymocyte | 338 | 0.38 | 0.51 | 0.32 | 0.33 | 0.00 | 0.17 | 0.54 | 0.63 | 0.53 |\n| basal cell | 360 | 0.98 | 0.97 | 0.98 | 0.95 | 0.00 | 0.92 | 0.98 | 0.96 | 0.98 |\n| monocyte | 393 | 0.64 | 0.58 | 0.56 | 0.33 | 0.00 | 0.56 | 0.76 | 0.75 | 0.82 |\n| enterocyte of epithelium of large intestine | 403 | 0.90 | 0.93 | 0.84 | 0.91 | 0.00 | 0.90 | 0.93 | 0.92 | 0.94 |\n| thymocyte | 372 | 0.74 | 0.74 | 0.65 | 0.83 | 0.00 | 0.80 | 0.88 | 0.91 | 0.86 |\n| epithelial cell of proximal tubule | 298 | 0.82 | 0.81 | 0.73 | 0.71 | 0.00 | 0.76 | 0.80 | 0.80 | 0.83 |\n| natural killer cell | 330 | 0.85 | 0.85 | 0.72 | 0.74 | 0.00 | 0.79 | 0.78 | 0.83 | 0.85 |\n| naive B cell | 342 | 0.46 | 0.25 | 0.55 | 0.47 | 0.00 | 0.48 | 0.49 | 0.51 | 0.61 |\n| hematopoietic stem cell | 342 | 0.90 | 0.93 | 0.89 | 0.90 | 0.00 | 0.88 | 0.94 | 0.93 | 0.94 |\n| mature NK T cell | 324 | 0.63 | 0.66 | 0.49 | 0.18 | 0.00 | 0.52 | 0.56 | 0.68 | 0.71 |\n| fibroblast | 307 | 0.45 | 0.24 | 0.46 | 0.47 | 0.00 | 0.26 | 0.62 | 0.60 | 0.64 |\n| stromal cell | 340 | 0.74 | 0.53 | 0.70 | 0.32 | 0.00 | 0.35 | 0.89 | 0.73 | 0.87 |\n| keratinocyte stem cell | 301 | 0.94 | 0.92 | 0.86 | 0.90 | 0.00 | 0.85 | 0.93 | 0.91 | 0.94 |\n| erythroblast | 266 | 0.65 | 0.69 | 0.68 | 0.56 | 0.00 | 0.62 | 0.69 | 0.74 | 0.80 |\n| Kupffer cell | 292 | 0.97 | 0.93 | 0.73 | 0.56 | 0.00 | 0.90 | 0.97 | 0.97 | 0.98 |\n| megakaryocyte-erythroid progenitor cell | 250 | 0.57 | 0.63 | 0.56 | 0.52 | 0.00 | 0.62 | 0.61 | 0.69 | 0.75 |\n| pancreatic acinar cell | 280 | 0.95 | 0.93 | 0.95 | 0.97 | 0.00 | 0.98 | 0.99 | 0.97 | 0.99 |\n| luminal epithelial cell of mammary gland | 261 | 0.93 | 0.93 | 0.94 | 0.79 | 0.00 | 0.89 | 0.95 | 0.93 | 0.97 |\n| professional antigen presenting cell | 221 | 0.03 | 0.01 | 0.08 | 0.00 | 0.00 | 0.00 | 0.35 | 0.35 | 0.05 |\n| epidermal cell | 249 | 0.87 | 0.87 | 0.81 | 0.81 | 0.00 | 0.85 | 0.89 | 0.85 | 0.90 |\n| hematopoietic precursor cell | 217 | 0.64 | 0.76 | 0.42 | 0.34 | 0.00 | 0.40 | 0.69 | 0.75 | 0.82 |\n| oligodendrocyte | 201 | 0.97 | 0.97 | 0.95 | 0.97 | 0.00 | 0.98 | 0.99 | 0.98 | 0.98 |\n| fibroblast of lung | 188 | 0.96 | 0.96 | 0.93 | 0.92 | 0.00 | 0.95 | 0.98 | 0.95 | 0.97 |\n| CD8-positive, alpha-beta T cell | 201 | 0.43 | 0.50 | 0.31 | 0.31 | 0.00 | 0.44 | 0.45 | 0.58 | 0.59 |\n| epithelial cell of large intestine | 214 | 0.82 | 0.83 | 0.56 | 0.78 | 0.00 | 0.79 | 0.85 | 0.84 | 0.87 |\n| intestinal crypt stem cell | 192 | 0.84 | 0.88 | 0.65 | 0.83 | 0.00 | 0.83 | 0.87 | 0.84 | 0.90 |\n| chondrocyte | 185 | 0.72 | 0.62 | 0.75 | 0.63 | 0.00 | 0.73 | 0.83 | 0.78 | 0.78 |\n| immature T cell | 187 | 0.72 | 0.00 | 0.13 | 0.61 | 0.00 | 0.53 | 0.83 | 0.86 | 0.72 |\n| precursor B cell | 170 | 0.71 | 0.83 | 0.67 | 0.72 | 0.00 | 0.57 | 0.79 | 0.81 | 0.88 |\n| intermediate monocyte | 193 | 0.23 | 0.03 | 0.31 | 0.33 | 0.00 | 0.61 | 0.53 | 0.56 | 0.65 |\n| large intestine goblet cell | 171 | 0.80 | 0.85 | 0.76 | 0.79 | 0.00 | 0.83 | 0.92 | 0.86 | 0.88 |\n| CD4-positive, alpha-beta T cell | 172 | 0.00 | 0.46 | 0.19 | 0.27 | 0.00 | 0.37 | 0.39 | 0.43 | 0.50 |\n| smooth muscle cell | 184 | 0.64 | 0.80 | 0.73 | 0.66 | 0.00 | 0.75 | 0.86 | 0.82 | 0.78 |\n| leukocyte | 167 | 0.49 | 0.57 | 0.31 | 0.31 | 0.00 | 0.27 | 0.57 | 0.64 | 0.73 |\n| plasma cell | 160 | 0.51 | 0.65 | 0.53 | 0.40 | 0.00 | 0.58 | 0.52 | 0.63 | 0.67 |\n| lymphocyte | 164 | 0.26 | 0.29 | 0.26 | 0.12 | 0.00 | 0.06 | 0.23 | 0.39 | 0.36 |\n| naive T cell | 160 | 0.79 | 0.86 | 0.86 | 0.82 | 0.00 | 0.77 | 0.87 | 0.85 | 0.87 |\n| kidney loop of Henle thick ascending limb epithelial cell | 162 | 0.91 | 0.93 | 0.67 | 0.76 | 0.00 | 0.46 | 0.92 | 0.92 | 0.96 |\n| immature B cell | 126 | 0.76 | 0.73 | 0.65 | 0.73 | 0.00 | 0.68 | 0.52 | 0.60 | 0.80 |\n| alveolar macrophage | 132 | 0.92 | 0.92 | 0.82 | 0.91 | 0.00 | 0.95 | 0.97 | 0.94 | 0.96 |\n| endothelial cell of hepatic sinusoid | 134 | 0.97 | 0.96 | 0.95 | 0.72 | 0.00 | 0.83 | 0.97 | 0.96 | 0.98 |\n| lung macrophage | 120 | 0.84 | 0.08 | 0.46 | 0.20 | 0.00 | 0.84 | 0.85 | 0.78 | 0.93 |\n| non-classical monocyte | 140 | 0.59 | 0.69 | 0.58 | 0.58 | 0.00 | 0.71 | 0.80 | 0.74 | 0.77 |\n| endocardial cell | 100 | 0.93 | 0.93 | 0.92 | 0.82 | 0.00 | 0.87 | 0.87 | 0.84 | 0.91 |\n| double negative thymocyte | 92 | 0.62 | 0.00 | 0.26 | 0.13 | 0.00 | 0.37 | 0.69 | 0.73 | 0.75 |\n| late pro-B cell | 91 | 0.71 | 0.74 | 0.46 | 0.63 | 0.00 | 0.49 | 0.54 | 0.79 | 0.83 |\n| kidney collecting duct principal cell | 114 | 0.74 | 0.91 | 0.81 | 0.81 | 0.00 | 0.88 | 0.95 | 0.90 | 0.95 |\n| basal epithelial cell of tracheobronchial tree | 87 | 0.91 | 0.73 | 0.84 | 0.70 | 0.00 | 0.57 | 0.89 | 0.82 | 0.95 |\n| mesenchymal cell | 98 | 0.31 | 0.00 | 0.04 | 0.06 | 0.00 | 0.04 | 0.48 | 0.52 | 0.46 |\n| pancreatic A cell | 84 | 0.66 | 0.72 | 0.56 | 0.77 | 0.00 | 0.85 | 0.87 | 0.86 | 0.85 |\n| adventitial cell | 86 | 0.69 | 0.62 | 0.57 | 0.20 | 0.00 | 0.14 | 0.85 | 0.54 | 0.78 |\n| epithelial cell | 83 | 0.41 | 0.12 | 0.58 | 0.52 | 0.00 | 0.20 | 0.52 | 0.63 | 0.67 |\n| kidney distal convoluted tubule epithelial cell | 62 | 0.74 | 0.85 | 0.71 | 0.31 | 0.00 | 0.86 | 0.89 | 0.82 | 0.89 |\n| neutrophil | 78 | 0.57 | 0.66 | 0.39 | 0.50 | 0.00 | 0.47 | 0.71 | 0.65 | 0.74 |\n| pancreatic ductal cell | 72 | 0.92 | 0.76 | 0.83 | 0.86 | 0.00 | 0.88 | 0.94 | 0.88 | 0.92 |\n| myeloid dendritic cell | 48 | 0.36 | 0.48 | 0.40 | 0.40 | 0.00 | 0.44 | 0.63 | 0.45 | 0.62 |\n| astrocyte | 61 | 0.90 | 0.94 | 0.94 | 0.95 | 0.00 | 0.94 | 0.96 | 0.89 | 0.97 |\n| secretory cell | 56 | 0.25 | 0.51 | 0.37 | 0.42 | 0.00 | 0.69 | 0.86 | 0.82 | 0.73 |\n| myeloid leukocyte | 57 | 0.62 | 0.41 | 0.46 | 0.18 | 0.00 | 0.27 | 0.54 | 0.58 | 0.78 |\n| plasmatocyte | 42 | 0.75 | 0.78 | 0.48 | 0.64 | 0.00 | 0.61 | 0.83 | 0.77 | 0.87 |\n| neuron | 47 | 0.62 | 0.64 | 0.82 | 0.78 | 0.00 | 0.85 | 0.87 | 0.79 | 0.86 |\n| brain pericyte | 41 | 0.44 | 0.79 | 0.57 | 0.70 | 0.00 | 0.82 | 0.93 | 0.87 | 0.83 |\n| vein endothelial cell | 57 | 0.48 | 0.80 | 0.62 | 0.51 | 0.00 | 0.79 | 0.85 | 0.76 | 0.86 |\n| pancreatic D cell | 39 | 0.00 | 0.56 | 0.48 | 0.86 | 0.00 | 0.88 | 0.91 | 0.93 | 0.91 |\n| kidney collecting duct epithelial cell | 33 | 0.37 | 0.60 | 0.17 | 0.70 | 0.00 | 0.54 | 0.84 | 0.77 | 0.88 |\n| aortic endothelial cell | 0 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 |\n| brush cell | 43 | 0.84 | 0.72 | 0.24 | 0.79 | 0.00 | 0.72 | 0.81 | 0.81 | 0.87 |\n| erythroid progenitor cell, mammalian | 38 | 0.49 | 0.00 | 0.70 | 0.16 | 0.00 | 0.19 | 0.69 | 0.55 | 0.83 |\n| regular atrial cardiac myocyte | 32 | 0.32 | 0.47 | 0.32 | 0.41 | 0.00 | 0.38 | 0.52 | 0.53 | 0.62 |\n| kidney cortex artery cell | 42 | 0.77 | 0.85 | 0.65 | 0.26 | 0.00 | 0.32 | 0.71 | 0.61 | 0.82 |\n| erythrocyte | 44 | 0.82 | 0.64 | 0.60 | 0.79 | 0.00 | 0.70 | 0.81 | 0.86 | 0.89 |\n| mesangial cell | 38 | 0.00 | 0.79 | 0.45 | 0.22 | 0.00 | 0.30 | 0.78 | 0.63 | 0.80 |\n| kidney loop of Henle ascending limb epithelial cell | 23 | 0.27 | 0.49 | 0.29 | 0.13 | 0.00 | 0.27 | 0.54 | 0.54 | 0.69 |\n| cardiac muscle cell | 42 | 0.81 | 0.81 | 0.72 | 0.91 | 0.00 | 0.89 | 1.00 | 0.97 | 0.99 |\n| mature alpha-beta T cell | 37 | 0.00 | 0.20 | 0.10 | 0.38 | 0.00 | 0.32 | 0.38 | 0.49 | 0.31 |\n| basophil | 31 | 0.54 | 0.69 | 0.75 | 0.58 | 0.00 | 0.40 | 0.67 | 0.52 | 0.81 |\n| cardiac valve cell | 24 | 0.63 | 0.71 | 0.48 | 0.68 | 0.00 | 0.70 | 0.82 | 0.73 | 0.77 |\n| oligodendrocyte precursor cell | 38 | 0.97 | 0.97 | 0.96 | 0.97 | 0.00 | 0.96 | 0.99 | 0.99 | 0.99 |\n| Schwann cell | 26 | 0.74 | 0.81 | 0.76 | 0.75 | 0.00 | 0.74 | 0.80 | 0.69 | 0.79 |\n| pulmonary interstitial fibroblast | 23 | 0.92 | 0.85 | 0.81 | 0.82 | 0.00 | 0.81 | 0.90 | 0.94 | 0.96 |\n| smooth muscle cell of trachea | 23 | 0.00 | 0.29 | 0.32 | 0.27 | 0.00 | 0.07 | 0.52 | 0.52 | 0.27 |\n| granulocyte monocyte progenitor cell | 31 | 0.00 | 0.63 | 0.74 | 0.73 | 0.00 | 0.75 | 0.91 | 0.85 | 0.92 |\n| interneuron | 22 | 0.51 | 0.59 | 0.45 | 0.68 | 0.00 | 0.76 | 0.89 | 0.75 | 0.81 |\n| pancreatic PP cell | 27 | 0.00 | 0.14 | 0.20 | 0.59 | 0.00 | 0.73 | 0.75 | 0.81 | 0.58 |\n| smooth muscle cell of the pulmonary artery | 20 | 0.00 | 0.62 | 0.57 | 0.40 | 0.00 | 0.33 | 0.83 | 0.77 | 0.76 |\n| cell of skeletal muscle | 22 | 0.89 | 0.91 | 0.72 | 0.93 | 0.00 | 0.92 | 0.89 | 0.90 | 0.93 |\n| brush cell of epithelium proper of large intestine | 15 | 0.49 | 0.70 | 0.22 | 0.81 | 0.00 | 0.67 | 0.91 | 0.88 | 0.83 |\n| Langerhans cell | 22 | 0.91 | 0.86 | 0.53 | 0.66 | 0.00 | 0.48 | 0.79 | 0.83 | 0.93 |\n| stem cell of epidermis | 13 | 0.00 | 0.00 | 0.42 | 0.47 | 0.00 | 0.44 | 0.59 | 0.42 | 0.76 |\n| regulatory T cell | 15 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.16 | 0.17 | 0.12 | 0.00 |\n| epithelial cell of thymus | 19 | 0.10 | 0.00 | 0.23 | 0.27 | 0.00 | 0.06 | 0.57 | 0.39 | 0.25 |\n| enteroendocrine cell | 13 | 0.75 | 0.67 | 0.56 | 0.73 | 0.00 | 0.86 | 1.00 | 0.69 | 0.83 |\n| kidney capillary endothelial cell | 16 | 0.24 | 0.45 | 0.48 | 0.07 | 0.00 | 0.34 | 0.26 | 0.28 | 0.34 |\n| neuroepithelial stem cell | 21 | 0.25 | 0.31 | 0.58 | 0.52 | 0.00 | 0.33 | 0.87 | 0.58 | 0.70 |\n| macrophage dendritic cell progenitor | 14 | 0.00 | 0.38 | 0.46 | 0.42 | 0.00 | 0.36 | 0.60 | 0.47 | 0.67 |\n| DN3 thymocyte | 18 | 0.00 | 0.10 | 0.10 | 0.71 | 0.00 | 0.61 | 0.74 | 0.67 | 0.65 |\n| regular ventricular cardiac myocyte | 6 | 0.27 | 0.00 | 0.36 | 0.40 | 0.00 | 0.71 | 0.62 | 0.57 | 0.67 |\n| endothelial cell of lymphatic vessel | 6 | 0.00 | 0.40 | 0.91 | 0.17 | 0.00 | 0.16 | 0.44 | 0.35 | 0.62 |\n| ciliated columnar cell of tracheobronchial tree | 8 | 0.00 | 0.76 | 0.80 | 0.89 | 0.00 | 0.40 | 1.00 | 0.93 | 1.00 |\n| plasmacytoid dendritic cell | 10 | 0.00 | 0.18 | 0.50 | 0.00 | 0.00 | 0.13 | 0.55 | 0.36 | 0.67 |\n| dendritic cell | 10 | 0.00 | 0.27 | 0.24 | 0.18 | 0.00 | 0.16 | 0.41 | 0.42 | 0.48 |\n| medium spiny neuron | 12 | 0.00 | 0.59 | 0.80 | 0.70 | 0.00 | 0.92 | 1.00 | 0.92 | 0.96 |\n| pericyte | 11 | 0.88 | 0.92 | 0.96 | 0.73 | 0.00 | 0.92 | 0.85 | 0.88 | 0.96 |\n| neural stem cell | 12 | 0.29 | 0.50 | 0.70 | 0.91 | 0.00 | 0.72 | 1.00 | 0.96 | 0.96 |\n| kidney proximal straight tubule epithelial cell | 9 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.20 | 0.26 | 0.00 |\n| blood cell | 12 | 0.31 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.36 | 0.21 | 0.33 |\n| immature NK T cell | 11 | 0.00 | 0.17 | 0.25 | 0.15 | 0.00 | 0.15 | 0.40 | 0.24 | 0.53 |\n| cardiac neuron | 8 | 0.00 | 0.00 | 0.22 | 0.33 | 0.00 | 0.50 | 0.50 | 0.44 | 0.50 |\n| mast cell | 10 | 0.00 | 0.00 | 0.40 | 0.27 | 0.00 | 0.00 | 0.56 | 0.69 | 0.50 |\n| mucus secreting cell | 9 | 0.00 | 0.40 | 0.71 | 0.56 | 0.00 | 0.47 | 0.80 | 0.84 | 0.94 |\n| early pro-B cell | 9 | 0.00 | 0.50 | 0.62 | 0.50 | 0.00 | 0.67 | 0.63 | 0.70 | 0.62 |\n| pancreatic stellate cell | 12 | 0.80 | 0.40 | 0.50 | 0.53 | 0.00 | 0.13 | 0.56 | 0.88 | 0.86 |\n| ependymal cell | 8 | 0.82 | 0.80 | 0.93 | 0.89 | 0.00 | 0.76 | 0.89 | 0.89 | 0.94 |\n| Bergmann glial cell | 6 | 0.00 | 0.67 | 0.67 | 0.73 | 0.00 | 0.71 | 0.91 | 0.80 | 0.91 |\n| neuroendocrine cell | 4 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.57 | 0.50 | 0.00 |\n| fibrocyte | 0 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 |\n| hepatic stellate cell | 2 | 0.00 | 1.00 | 0.67 | 0.57 | 0.00 | 0.22 | 1.00 | 0.67 | 1.00 |\n| club cell | 2 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 |\n| respiratory basal cell | 1 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 |\n| kidney interstitial fibroblast | 2 | 0.00 | 0.00 | 0.00 | 1.00 | 0.00 | 0.15 | 0.40 | 0.40 | 1.00 |\n| lymphoid lineage restricted progenitor 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| kidney cell | 0 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 |\n| duct epithelial cell | 1 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 1.00 | 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| B cell | 32688 | 0.85 | 0.90 | 0.89 | 0.93 | 0.00 | 0.93 | 0.73 | 0.79 | 0.95 |\n| mesenchymal stem cell | 14492 | 0.86 | 0.86 | 0.92 | 0.89 | 0.00 | 0.91 | 0.91 | 0.85 | 0.95 |\n| basal cell of epidermis | 14065 | 0.85 | 0.87 | 0.91 | 0.92 | 0.00 | 0.85 | 0.86 | 0.84 | 0.92 |\n| granulocyte | 13911 | 0.80 | 0.84 | 0.90 | 0.91 | 0.00 | 0.86 | 0.74 | 0.85 | 0.91 |\n| endothelial cell | 13412 | 0.86 | 0.86 | 0.87 | 0.86 | 0.00 | 0.86 | 0.90 | 0.86 | 0.95 |\n| microglial cell | 11942 | 0.99 | 0.99 | 0.95 | 0.99 | 0.00 | 0.97 | 0.99 | 0.99 | 0.99 |\n| T cell | 11498 | 0.77 | 0.79 | 0.77 | 0.84 | 0.00 | 0.89 | 0.68 | 0.75 | 0.88 |\n| keratinocyte | 11126 | 0.86 | 0.87 | 0.91 | 0.93 | 0.00 | 0.88 | 0.89 | 0.86 | 0.92 |\n| macrophage | 8645 | 0.45 | 0.63 | 0.83 | 0.77 | 0.00 | 0.74 | 0.56 | 0.60 | 0.82 |\n| classical monocyte | 7327 | 0.83 | 0.54 | 0.78 | 0.90 | 0.00 | 0.89 | 0.82 | 0.84 | 0.93 |\n| granulocytopoietic cell | 7276 | 0.65 | 0.79 | 0.85 | 0.86 | 0.00 | 0.76 | 0.70 | 0.81 | 0.88 |\n| bladder urothelial cell | 5999 | 0.98 | 0.98 | 0.97 | 0.97 | 0.00 | 0.97 | 0.99 | 0.98 | 0.99 |\n| mesenchymal stem cell of adipose tissue | 6012 | 0.81 | 0.81 | 0.84 | 0.76 | 0.00 | 0.94 | 0.90 | 0.81 | 0.93 |\n| fibroblast of cardiac tissue | 5705 | 0.94 | 0.93 | 0.86 | 0.82 | 0.00 | 0.94 | 0.95 | 0.92 | 0.97 |\n| endothelial cell of coronary artery | 5404 | 0.82 | 0.83 | 0.80 | 0.79 | 0.00 | 0.92 | 0.91 | 0.86 | 0.96 |\n| skeletal muscle satellite cell | 4356 | 0.98 | 0.97 | 0.95 | 0.98 | 0.00 | 0.96 | 0.97 | 0.96 | 0.98 |\n| proerythroblast | 4235 | 0.54 | 0.52 | 0.73 | 0.77 | 0.00 | 0.76 | 0.55 | 0.69 | 0.75 |\n| kidney proximal convoluted tubule epithelial cell | 4024 | 0.84 | 0.81 | 0.89 | 0.89 | 0.00 | 0.87 | 0.90 | 0.89 | 0.92 |\n| bronchial smooth muscle cell | 4024 | 0.94 | 0.96 | 0.82 | 0.90 | 0.00 | 0.93 | 0.96 | 0.95 | 0.97 |\n| myeloid cell | 3977 | 0.51 | 0.56 | 0.73 | 0.70 | 0.00 | 0.85 | 0.72 | 0.72 | 0.86 |\n| hepatocyte | 3690 | 0.99 | 0.98 | 0.98 | 0.98 | 0.00 | 0.97 | 0.99 | 0.99 | 0.99 |\n| type B pancreatic cell | 3598 | 0.97 | 0.97 | 0.97 | 0.98 | 0.00 | 0.98 | 0.99 | 0.98 | 0.99 |\n| bladder cell | 3627 | 0.97 | 0.95 | 0.98 | 0.81 | 0.00 | 0.96 | 0.99 | 0.94 | 0.99 |\n| promonocyte | 3455 | 0.69 | 0.70 | 0.85 | 0.86 | 0.00 | 0.87 | 0.77 | 0.81 | 0.88 |\n| DN4 thymocyte | 3418 | 0.35 | 0.46 | 0.60 | 0.68 | 0.00 | 0.88 | 0.63 | 0.69 | 0.78 |\n| basal cell | 3366 | 0.98 | 0.97 | 0.98 | 0.97 | 0.00 | 0.97 | 0.99 | 0.97 | 0.99 |\n| monocyte | 3281 | 0.66 | 0.53 | 0.77 | 0.81 | 0.00 | 0.86 | 0.80 | 0.81 | 0.90 |\n| enterocyte of epithelium of large intestine | 3264 | 0.90 | 0.92 | 0.94 | 0.94 | 0.00 | 0.93 | 0.94 | 0.94 | 0.96 |\n| thymocyte | 3145 | 0.74 | 0.75 | 0.86 | 0.93 | 0.00 | 0.91 | 0.91 | 0.92 | 0.96 |\n| epithelial cell of proximal tubule | 3138 | 0.81 | 0.77 | 0.86 | 0.84 | 0.00 | 0.87 | 0.87 | 0.85 | 0.89 |\n| natural killer cell | 3029 | 0.82 | 0.80 | 0.74 | 0.86 | 0.00 | 0.87 | 0.81 | 0.84 | 0.88 |\n| naive B cell | 3015 | 0.44 | 0.20 | 0.89 | 0.66 | 0.00 | 0.76 | 0.52 | 0.56 | 0.83 |\n| hematopoietic stem cell | 3000 | 0.92 | 0.93 | 0.94 | 0.94 | 0.00 | 0.92 | 0.95 | 0.94 | 0.96 |\n| mature NK T cell | 2837 | 0.60 | 0.61 | 0.61 | 0.79 | 0.00 | 0.82 | 0.64 | 0.71 | 0.78 |\n| fibroblast | 2836 | 0.46 | 0.26 | 0.69 | 0.66 | 0.00 | 0.70 | 0.67 | 0.65 | 0.79 |\n| stromal cell | 2783 | 0.68 | 0.35 | 0.88 | 0.75 | 0.00 | 0.97 | 0.88 | 0.70 | 0.92 |\n| keratinocyte stem cell | 2755 | 0.94 | 0.92 | 0.92 | 0.94 | 0.00 | 0.94 | 0.94 | 0.91 | 0.96 |\n| erythroblast | 2652 | 0.65 | 0.69 | 0.83 | 0.84 | 0.00 | 0.83 | 0.72 | 0.77 | 0.85 |\n| Kupffer cell | 2515 | 0.97 | 0.94 | 0.88 | 0.94 | 0.00 | 0.97 | 0.98 | 0.97 | 0.99 |\n| megakaryocyte-erythroid progenitor cell | 2542 | 0.57 | 0.64 | 0.77 | 0.76 | 0.00 | 0.79 | 0.66 | 0.74 | 0.81 |\n| pancreatic acinar cell | 2436 | 0.96 | 0.96 | 0.95 | 0.99 | 0.00 | 0.98 | 0.99 | 0.99 | 0.99 |\n| luminal epithelial cell of mammary gland | 2410 | 0.92 | 0.91 | 0.98 | 0.93 | 0.00 | 0.97 | 0.97 | 0.94 | 0.98 |\n| professional antigen presenting cell | 2381 | 0.06 | 0.01 | 0.30 | 0.53 | 0.00 | 0.92 | 0.39 | 0.42 | 0.56 |\n| epidermal cell | 1978 | 0.84 | 0.86 | 0.89 | 0.89 | 0.00 | 0.82 | 0.88 | 0.85 | 0.91 |\n| hematopoietic precursor cell | 1927 | 0.60 | 0.71 | 0.66 | 0.81 | 0.00 | 0.91 | 0.73 | 0.81 | 0.89 |\n| oligodendrocyte | 1893 | 0.98 | 0.99 | 0.97 | 0.99 | 0.00 | 0.99 | 1.00 | 0.99 | 0.99 |\n| fibroblast of lung | 1816 | 0.96 | 0.95 | 0.92 | 0.94 | 0.00 | 0.97 | 0.99 | 0.97 | 0.98 |\n| CD8-positive, alpha-beta T cell | 1739 | 0.46 | 0.49 | 0.51 | 0.64 | 0.00 | 0.66 | 0.58 | 0.65 | 0.73 |\n| epithelial cell of large intestine | 1719 | 0.78 | 0.78 | 0.85 | 0.83 | 0.00 | 0.84 | 0.88 | 0.87 | 0.89 |\n| intestinal crypt stem cell | 1726 | 0.81 | 0.85 | 0.89 | 0.90 | 0.00 | 0.88 | 0.90 | 0.88 | 0.92 |\n| chondrocyte | 1720 | 0.75 | 0.62 | 0.85 | 0.84 | 0.00 | 0.87 | 0.89 | 0.88 | 0.86 |\n| immature T cell | 1597 | 0.71 | 0.00 | 0.83 | 0.94 | 0.00 | 0.93 | 0.87 | 0.90 | 0.96 |\n| precursor B cell | 1601 | 0.71 | 0.86 | 0.93 | 0.89 | 0.00 | 0.89 | 0.84 | 0.89 | 0.93 |\n| intermediate monocyte | 1568 | 0.19 | 0.04 | 0.48 | 0.67 | 0.00 | 0.68 | 0.58 | 0.60 | 0.75 |\n| large intestine goblet cell | 1574 | 0.81 | 0.84 | 0.92 | 0.87 | 0.00 | 0.93 | 0.95 | 0.92 | 0.95 |\n| CD4-positive, alpha-beta T cell | 1549 | 0.00 | 0.39 | 0.47 | 0.59 | 0.00 | 0.64 | 0.49 | 0.60 | 0.74 |\n| smooth muscle cell | 1520 | 0.64 | 0.75 | 0.83 | 0.89 | 0.00 | 0.87 | 0.88 | 0.84 | 0.84 |\n| leukocyte | 1491 | 0.48 | 0.49 | 0.70 | 0.66 | 0.00 | 0.79 | 0.61 | 0.70 | 0.91 |\n| plasma cell | 1486 | 0.52 | 0.62 | 0.81 | 0.81 | 0.00 | 0.80 | 0.57 | 0.68 | 0.80 |\n| lymphocyte | 1437 | 0.23 | 0.22 | 0.67 | 0.60 | 0.00 | 0.85 | 0.32 | 0.49 | 0.73 |\n| naive T cell | 1408 | 0.79 | 0.86 | 0.93 | 0.92 | 0.00 | 0.81 | 0.90 | 0.88 | 0.90 |\n| kidney loop of Henle thick ascending limb epithelial cell | 1392 | 0.90 | 0.91 | 0.93 | 0.85 | 0.00 | 0.92 | 0.96 | 0.96 | 0.96 |\n| immature B cell | 1289 | 0.80 | 0.71 | 0.82 | 0.81 | 0.00 | 0.82 | 0.62 | 0.72 | 0.90 |\n| alveolar macrophage | 1234 | 0.94 | 0.94 | 0.93 | 0.94 | 0.00 | 0.96 | 0.98 | 0.95 | 0.98 |\n| endothelial cell of hepatic sinusoid | 1156 | 0.95 | 0.94 | 0.87 | 0.85 | 0.00 | 0.87 | 0.97 | 0.96 | 0.98 |\n| lung macrophage | 1046 | 0.84 | 0.04 | 0.72 | 0.91 | 0.00 | 0.94 | 0.91 | 0.87 | 0.96 |\n| non-classical monocyte | 1018 | 0.53 | 0.64 | 0.83 | 0.83 | 0.00 | 0.91 | 0.81 | 0.78 | 0.83 |\n| endocardial cell | 953 | 0.92 | 0.92 | 0.94 | 0.87 | 0.00 | 0.92 | 0.92 | 0.85 | 0.96 |\n| double negative thymocyte | 879 | 0.61 | 0.00 | 0.65 | 0.79 | 0.00 | 0.89 | 0.77 | 0.82 | 0.92 |\n| late pro-B cell | 852 | 0.75 | 0.80 | 0.85 | 0.88 | 0.00 | 0.79 | 0.72 | 0.88 | 0.94 |\n| kidney collecting duct principal cell | 826 | 0.73 | 0.89 | 0.91 | 0.88 | 0.00 | 0.89 | 0.97 | 0.96 | 0.97 |\n| basal epithelial cell of tracheobronchial tree | 838 | 0.82 | 0.74 | 0.94 | 0.81 | 0.00 | 0.84 | 0.92 | 0.87 | 0.96 |\n| mesenchymal cell | 781 | 0.23 | 0.00 | 0.41 | 0.30 | 0.00 | 0.44 | 0.56 | 0.56 | 0.55 |\n| pancreatic A cell | 746 | 0.65 | 0.75 | 0.87 | 0.88 | 0.00 | 0.92 | 0.95 | 0.94 | 0.93 |\n| adventitial cell | 725 | 0.66 | 0.59 | 0.86 | 0.54 | 0.00 | 0.70 | 0.84 | 0.65 | 0.92 |\n| epithelial cell | 680 | 0.43 | 0.03 | 0.85 | 0.70 | 0.00 | 0.66 | 0.58 | 0.67 | 0.82 |\n| kidney distal convoluted tubule epithelial cell | 682 | 0.82 | 0.88 | 0.88 | 0.74 | 0.00 | 0.95 | 0.97 | 0.96 | 0.96 |\n| neutrophil | 626 | 0.51 | 0.50 | 0.76 | 0.83 | 0.00 | 0.76 | 0.73 | 0.67 | 0.88 |\n| pancreatic ductal cell | 574 | 0.93 | 0.80 | 0.98 | 0.95 | 0.00 | 0.97 | 0.98 | 0.97 | 0.99 |\n| myeloid dendritic cell | 570 | 0.47 | 0.53 | 0.87 | 0.65 | 0.00 | 0.86 | 0.75 | 0.62 | 0.80 |\n| astrocyte | 531 | 0.91 | 0.93 | 0.97 | 0.95 | 0.00 | 0.97 | 1.00 | 0.99 | 0.99 |\n| secretory cell | 507 | 0.26 | 0.35 | 0.82 | 0.69 | 0.00 | 0.90 | 0.93 | 0.88 | 0.93 |\n| myeloid leukocyte | 458 | 0.57 | 0.33 | 0.86 | 0.55 | 0.00 | 0.69 | 0.63 | 0.71 | 0.94 |\n| plasmatocyte | 454 | 0.81 | 0.78 | 0.91 | 0.82 | 0.00 | 0.82 | 0.89 | 0.88 | 0.95 |\n| neuron | 437 | 0.61 | 0.57 | 0.86 | 0.81 | 0.00 | 0.78 | 0.95 | 0.91 | 0.93 |\n| brain pericyte | 443 | 0.53 | 0.73 | 0.68 | 0.87 | 0.00 | 0.86 | 0.97 | 0.93 | 0.92 |\n| vein endothelial cell | 414 | 0.48 | 0.77 | 0.80 | 0.70 | 0.00 | 0.78 | 0.86 | 0.80 | 0.93 |\n| pancreatic D cell | 424 | 0.00 | 0.69 | 0.90 | 0.91 | 0.00 | 0.93 | 0.98 | 0.97 | 0.98 |\n| kidney collecting duct epithelial cell | 425 | 0.39 | 0.51 | 0.84 | 0.86 | 0.00 | 0.95 | 0.91 | 0.87 | 0.94 |\n| aortic endothelial cell | 421 | 0.16 | 0.00 | 0.27 | 0.43 | 0.00 | 0.70 | 0.38 | 0.32 | 0.74 |\n| brush cell | 371 | 0.80 | 0.53 | 0.93 | 0.93 | 0.00 | 0.73 | 0.88 | 0.85 | 0.91 |\n| erythroid progenitor cell, mammalian | 371 | 0.60 | 0.00 | 0.89 | 0.83 | 0.00 | 0.35 | 0.76 | 0.64 | 0.93 |\n| regular atrial cardiac myocyte | 364 | 0.40 | 0.42 | 0.77 | 0.71 | 0.00 | 0.71 | 0.77 | 0.73 | 0.88 |\n| kidney cortex artery cell | 339 | 0.78 | 0.83 | 0.75 | 0.50 | 0.00 | 0.40 | 0.75 | 0.71 | 0.79 |\n| erythrocyte | 312 | 0.69 | 0.50 | 0.84 | 0.90 | 0.00 | 0.81 | 0.81 | 0.84 | 0.92 |\n| mesangial cell | 316 | 0.00 | 0.64 | 0.67 | 0.74 | 0.00 | 0.69 | 0.84 | 0.77 | 0.94 |\n| kidney loop of Henle ascending limb epithelial cell | 321 | 0.41 | 0.60 | 0.66 | 0.48 | 0.00 | 0.70 | 0.86 | 0.86 | 0.77 |\n| cardiac muscle cell | 292 | 0.69 | 0.63 | 0.83 | 0.96 | 0.00 | 0.97 | 0.99 | 0.96 | 0.99 |\n| mature alpha-beta T cell | 293 | 0.00 | 0.12 | 0.40 | 0.42 | 0.00 | 0.70 | 0.59 | 0.63 | 0.79 |\n| basophil | 294 | 0.45 | 0.67 | 0.85 | 0.81 | 0.00 | 0.61 | 0.74 | 0.75 | 0.85 |\n| cardiac valve cell | 291 | 0.73 | 0.82 | 0.75 | 0.87 | 0.00 | 0.85 | 0.93 | 0.89 | 0.91 |\n| oligodendrocyte precursor cell | 274 | 0.95 | 0.97 | 0.97 | 0.98 | 0.00 | 0.98 | 0.99 | 1.00 | 1.00 |\n| Schwann cell | 248 | 0.71 | 0.71 | 0.86 | 0.84 | 0.00 | 0.82 | 0.86 | 0.84 | 0.82 |\n| pulmonary interstitial fibroblast | 248 | 0.94 | 0.85 | 0.91 | 0.89 | 0.00 | 0.94 | 0.91 | 0.96 | 0.96 |\n| smooth muscle cell of trachea | 229 | 0.00 | 0.02 | 0.53 | 0.46 | 0.00 | 0.81 | 0.71 | 0.72 | 0.84 |\n| granulocyte monocyte progenitor cell | 219 | 0.00 | 0.57 | 0.86 | 0.82 | 0.00 | 0.59 | 0.81 | 0.77 | 0.87 |\n| interneuron | 218 | 0.52 | 0.56 | 0.81 | 0.74 | 0.00 | 0.78 | 0.97 | 0.91 | 0.91 |\n| pancreatic PP cell | 201 | 0.00 | 0.05 | 0.72 | 0.78 | 0.00 | 0.85 | 0.92 | 0.93 | 0.93 |\n| smooth muscle cell of the pulmonary artery | 189 | 0.00 | 0.70 | 0.79 | 0.42 | 0.00 | 0.48 | 0.87 | 0.78 | 0.88 |\n| cell of skeletal muscle | 170 | 0.95 | 0.90 | 0.76 | 0.94 | 0.00 | 0.94 | 0.96 | 0.96 | 0.97 |\n| brush cell of epithelium proper of large intestine | 160 | 0.66 | 0.70 | 0.85 | 0.87 | 0.00 | 0.83 | 0.97 | 0.94 | 0.92 |\n| Langerhans cell | 153 | 0.91 | 0.78 | 0.91 | 0.77 | 0.00 | 0.68 | 0.90 | 0.78 | 0.96 |\n| stem cell of epidermis | 158 | 0.00 | 0.00 | 0.74 | 0.79 | 0.00 | 0.37 | 0.60 | 0.61 | 0.89 |\n| regulatory T cell | 155 | 0.00 | 0.06 | 0.20 | 0.22 | 0.00 | 0.44 | 0.52 | 0.35 | 0.77 |\n| epithelial cell of thymus | 146 | 0.23 | 0.03 | 0.72 | 0.54 | 0.00 | 0.56 | 0.86 | 0.58 | 0.93 |\n| enteroendocrine cell | 148 | 0.86 | 0.76 | 0.94 | 0.84 | 0.00 | 0.89 | 0.98 | 0.95 | 0.95 |\n| kidney capillary endothelial cell | 145 | 0.24 | 0.50 | 0.38 | 0.32 | 0.00 | 0.31 | 0.31 | 0.32 | 0.30 |\n| neuroepithelial stem cell | 130 | 0.17 | 0.08 | 0.87 | 0.69 | 0.00 | 0.54 | 0.93 | 0.69 | 0.82 |\n| macrophage dendritic cell progenitor | 134 | 0.00 | 0.28 | 0.80 | 0.84 | 0.00 | 0.66 | 0.79 | 0.70 | 0.89 |\n| DN3 thymocyte | 128 | 0.00 | 0.01 | 0.42 | 0.81 | 0.00 | 0.67 | 0.80 | 0.75 | 0.87 |\n| regular ventricular cardiac myocyte | 135 | 0.46 | 0.04 | 0.89 | 0.79 | 0.00 | 0.91 | 0.95 | 0.99 | 0.97 |\n| endothelial cell of lymphatic vessel | 133 | 0.00 | 0.43 | 0.94 | 0.66 | 0.00 | 0.31 | 0.64 | 0.48 | 0.89 |\n| ciliated columnar cell of tracheobronchial tree | 119 | 0.00 | 0.82 | 0.76 | 0.93 | 0.00 | 0.67 | 0.96 | 0.94 | 0.97 |\n| plasmacytoid dendritic cell | 112 | 0.00 | 0.23 | 0.87 | 0.67 | 0.00 | 0.44 | 0.72 | 0.70 | 0.90 |\n| dendritic cell | 97 | 0.00 | 0.36 | 0.76 | 0.60 | 0.00 | 0.65 | 0.69 | 0.55 | 0.81 |\n| medium spiny neuron | 91 | 0.00 | 0.12 | 0.93 | 0.87 | 0.00 | 0.94 | 1.00 | 0.99 | 0.99 |\n| pericyte | 88 | 0.80 | 0.86 | 0.81 | 0.86 | 0.00 | 0.83 | 0.91 | 0.91 | 0.94 |\n| neural stem cell | 85 | 0.46 | 0.53 | 0.88 | 0.92 | 0.00 | 0.79 | 0.96 | 0.94 | 0.96 |\n| kidney proximal straight tubule epithelial cell | 86 | 0.00 | 0.00 | 0.09 | 0.00 | 0.00 | 0.25 | 0.60 | 0.45 | 0.41 |\n| blood cell | 76 | 0.22 | 0.00 | 0.32 | 0.13 | 0.00 | 0.24 | 0.40 | 0.29 | 0.39 |\n| immature NK T cell | 73 | 0.00 | 0.02 | 0.35 | 0.47 | 0.00 | 0.44 | 0.63 | 0.52 | 0.74 |\n| cardiac neuron | 73 | 0.00 | 0.14 | 0.80 | 0.70 | 0.00 | 0.79 | 0.84 | 0.74 | 0.92 |\n| mast cell | 66 | 0.00 | 0.00 | 0.62 | 0.87 | 0.00 | 0.73 | 0.63 | 0.67 | 0.85 |\n| mucus secreting cell | 64 | 0.00 | 0.36 | 0.89 | 0.83 | 0.00 | 0.88 | 0.98 | 0.95 | 0.99 |\n| early pro-B cell | 63 | 0.00 | 0.54 | 0.76 | 0.77 | 0.00 | 0.81 | 0.79 | 0.77 | 0.93 |\n| pancreatic stellate cell | 57 | 0.81 | 0.69 | 0.90 | 0.57 | 0.00 | 0.22 | 0.54 | 0.85 | 0.94 |\n| ependymal cell | 47 | 0.88 | 0.49 | 0.95 | 0.92 | 0.00 | 0.67 | 1.00 | 0.96 | 1.00 |\n| Bergmann glial cell | 48 | 0.00 | 0.54 | 0.79 | 0.79 | 0.00 | 0.84 | 1.00 | 1.00 | 0.96 |\n| neuroendocrine cell | 44 | 0.00 | 0.00 | 0.15 | 0.43 | 0.00 | 0.76 | 0.96 | 0.81 | 0.51 |\n| fibrocyte | 39 | 0.00 | 0.00 | 0.43 | 0.36 | 0.00 | 0.22 | 0.73 | 0.57 | 0.77 |\n| hepatic stellate cell | 37 | 0.00 | 0.10 | 0.82 | 0.85 | 0.00 | 0.36 | 0.96 | 0.86 | 0.99 |\n| club cell | 35 | 0.13 | 0.41 | 0.27 | 0.16 | 0.00 | 0.19 | 0.23 | 0.22 | 0.17 |\n| respiratory basal cell | 33 | 0.00 | 0.00 | 0.95 | 0.69 | 0.00 | 0.39 | 0.99 | 0.86 | 0.91 |\n| kidney interstitial fibroblast | 14 | 0.00 | 0.00 | 0.78 | 0.90 | 0.00 | 0.36 | 0.38 | 0.78 | 0.93 |\n| lymphoid lineage restricted progenitor cell | 13 | 0.96 | 0.00 | 0.87 | 0.78 | 0.00 | 0.25 | 0.09 | 0.96 | 0.96 |\n| lung neuroendocrine cell | 8 | 0.00 | 0.00 | 1.00 | 0.67 | 0.00 | 0.59 | 0.62 | 1.00 | 1.00 |\n| kidney cell | 3 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.32 | 0.11 | 0.75 | 0.50 |\n| duct epithelial cell | 1 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.07 | 0.25 | 0.67 | 0.00 |"
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| B cell | 3685 | 0.86 | 0.90 | 0.85 | 0.89 | 0.00 | 0.89 | 0.76 | 0.79 | 0.91 |\n| mesenchymal stem cell | 1657 | 0.86 | 0.88 | 0.92 | 0.75 | 0.00 | 0.79 | 0.90 | 0.87 | 0.94 |\n| basal cell of epidermis | 1507 | 0.84 | 0.87 | 0.83 | 0.88 | 0.00 | 0.83 | 0.86 | 0.81 | 0.90 |\n| granulocyte | 1605 | 0.83 | 0.86 | 0.79 | 0.85 | 0.00 | 0.80 | 0.74 | 0.84 | 0.89 |\n| endothelial cell | 1485 | 0.87 | 0.93 | 0.84 | 0.78 | 0.00 | 0.78 | 0.88 | 0.85 | 0.93 |\n| microglial cell | 1338 | 0.99 | 0.99 | 0.95 | 0.99 | 0.00 | 0.98 | 0.99 | 0.99 | 1.00 |\n| T cell | 1266 | 0.78 | 0.82 | 0.67 | 0.70 | 0.00 | 0.62 | 0.66 | 0.74 | 0.84 |\n| keratinocyte | 1253 | 0.83 | 0.88 | 0.82 | 0.88 | 0.00 | 0.87 | 0.88 | 0.86 | 0.90 |\n| macrophage | 967 | 0.49 | 0.67 | 0.60 | 0.59 | 0.00 | 0.27 | 0.51 | 0.55 | 0.71 |\n| classical monocyte | 825 | 0.80 | 0.64 | 0.60 | 0.51 | 0.00 | 0.56 | 0.76 | 0.81 | 0.86 |\n| granulocytopoietic cell | 834 | 0.65 | 0.82 | 0.65 | 0.75 | 0.00 | 0.63 | 0.66 | 0.77 | 0.83 |\n| bladder urothelial cell | 642 | 0.98 | 0.98 | 0.97 | 0.97 | 0.00 | 0.94 | 0.99 | 0.97 | 0.99 |\n| mesenchymal stem cell of adipose tissue | 664 | 0.80 | 0.84 | 0.77 | 0.66 | 0.00 | 0.67 | 0.92 | 0.81 | 0.89 |\n| fibroblast of cardiac tissue | 644 | 0.95 | 0.95 | 0.85 | 0.61 | 0.00 | 0.67 | 0.95 | 0.91 | 0.96 |\n| endothelial cell of coronary artery | 564 | 0.81 | 0.88 | 0.64 | 0.57 | 0.00 | 0.58 | 0.88 | 0.81 | 0.91 |\n| skeletal muscle satellite cell | 469 | 0.98 | 0.97 | 0.96 | 0.97 | 0.00 | 0.96 | 0.97 | 0.96 | 0.98 |\n| proerythroblast | 449 | 0.56 | 0.56 | 0.49 | 0.55 | 0.00 | 0.27 | 0.50 | 0.66 | 0.61 |\n| kidney proximal convoluted tubule epithelial cell | 438 | 0.82 | 0.86 | 0.35 | 0.80 | 0.00 | 0.87 | 0.87 | 0.87 | 0.88 |\n| bronchial smooth muscle cell | 428 | 0.95 | 0.96 | 0.84 | 0.90 | 0.00 | 0.91 | 0.96 | 0.93 | 0.96 |\n| myeloid cell | 422 | 0.56 | 0.66 | 0.45 | 0.55 | 0.00 | 0.42 | 0.72 | 0.68 | 0.75 |\n| hepatocyte | 371 | 0.98 | 1.00 | 0.98 | 0.99 | 0.00 | 0.99 | 0.99 | 0.99 | 0.99 |\n| type B pancreatic cell | 410 | 0.96 | 0.97 | 0.97 | 0.96 | 0.00 | 0.97 | 0.98 | 0.97 | 0.98 |\n| bladder cell | 391 | 0.98 | 0.96 | 0.97 | 0.73 | 0.00 | 0.86 | 0.98 | 0.95 | 0.99 |\n| promonocyte | 415 | 0.63 | 0.74 | 0.70 | 0.63 | 0.00 | 0.71 | 0.78 | 0.82 | 0.85 |\n| DN4 thymocyte | 385 | 0.42 | 0.51 | 0.37 | 0.38 | 0.00 | 0.10 | 0.54 | 0.63 | 0.58 |\n| basal cell | 350 | 0.97 | 0.97 | 0.97 | 0.97 | 0.00 | 0.96 | 0.97 | 0.96 | 0.98 |\n| monocyte | 395 | 0.63 | 0.60 | 0.52 | 0.46 | 0.00 | 0.53 | 0.73 | 0.78 | 0.81 |\n| enterocyte of epithelium of large intestine | 373 | 0.92 | 0.93 | 0.87 | 0.95 | 0.00 | 0.89 | 0.94 | 0.93 | 0.95 |\n| thymocyte | 356 | 0.77 | 0.75 | 0.62 | 0.86 | 0.00 | 0.89 | 0.90 | 0.94 | 0.92 |\n| epithelial cell of proximal tubule | 309 | 0.79 | 0.81 | 0.73 | 0.71 | 0.00 | 0.82 | 0.79 | 0.80 | 0.83 |\n| natural killer cell | 321 | 0.83 | 0.82 | 0.74 | 0.80 | 0.00 | 0.74 | 0.76 | 0.80 | 0.83 |\n| naive B cell | 357 | 0.45 | 0.23 | 0.34 | 0.32 | 0.00 | 0.36 | 0.51 | 0.54 | 0.47 |\n| hematopoietic stem cell | 354 | 0.92 | 0.93 | 0.87 | 0.90 | 0.00 | 0.89 | 0.94 | 0.93 | 0.95 |\n| mature NK T cell | 285 | 0.57 | 0.62 | 0.50 | 0.36 | 0.00 | 0.37 | 0.55 | 0.64 | 0.68 |\n| fibroblast | 304 | 0.34 | 0.31 | 0.50 | 0.48 | 0.00 | 0.31 | 0.58 | 0.56 | 0.58 |\n| stromal cell | 309 | 0.65 | 0.50 | 0.84 | 0.33 | 0.00 | 0.51 | 0.86 | 0.71 | 0.86 |\n| keratinocyte stem cell | 329 | 0.93 | 0.94 | 0.88 | 0.93 | 0.00 | 0.89 | 0.95 | 0.88 | 0.96 |\n| erythroblast | 300 | 0.65 | 0.73 | 0.71 | 0.71 | 0.00 | 0.63 | 0.68 | 0.73 | 0.80 |\n| Kupffer cell | 296 | 0.97 | 0.95 | 0.65 | 0.84 | 0.00 | 0.90 | 0.97 | 0.97 | 0.98 |\n| megakaryocyte-erythroid progenitor cell | 283 | 0.51 | 0.65 | 0.58 | 0.60 | 0.00 | 0.63 | 0.55 | 0.66 | 0.71 |\n| pancreatic acinar cell | 251 | 0.98 | 0.98 | 0.94 | 1.00 | 0.00 | 1.00 | 0.99 | 0.99 | 0.99 |\n| luminal epithelial cell of mammary gland | 264 | 0.92 | 0.91 | 0.95 | 0.92 | 0.00 | 0.89 | 0.93 | 0.93 | 0.95 |\n| professional antigen presenting cell | 251 | 0.11 | 0.00 | 0.07 | 0.03 | 0.00 | 0.00 | 0.41 | 0.37 | 0.08 |\n| epidermal cell | 214 | 0.88 | 0.87 | 0.82 | 0.88 | 0.00 | 0.82 | 0.87 | 0.85 | 0.90 |\n| hematopoietic precursor cell | 207 | 0.60 | 0.76 | 0.41 | 0.39 | 0.00 | 0.39 | 0.67 | 0.75 | 0.78 |\n| oligodendrocyte | 176 | 0.97 | 0.98 | 0.96 | 0.99 | 0.00 | 0.99 | 0.99 | 0.99 | 0.99 |\n| fibroblast of lung | 170 | 0.95 | 0.94 | 0.95 | 0.89 | 0.00 | 0.93 | 0.96 | 0.94 | 0.95 |\n| CD8-positive, alpha-beta T cell | 199 | 0.44 | 0.51 | 0.23 | 0.34 | 0.00 | 0.31 | 0.49 | 0.57 | 0.60 |\n| epithelial cell of large intestine | 192 | 0.74 | 0.79 | 0.55 | 0.78 | 0.00 | 0.68 | 0.87 | 0.83 | 0.84 |\n| intestinal crypt stem cell | 182 | 0.73 | 0.87 | 0.75 | 0.84 | 0.00 | 0.76 | 0.87 | 0.84 | 0.88 |\n| chondrocyte | 169 | 0.76 | 0.63 | 0.78 | 0.74 | 0.00 | 0.68 | 0.77 | 0.80 | 0.78 |\n| immature T cell | 184 | 0.63 | 0.00 | 0.15 | 0.71 | 0.00 | 0.85 | 0.84 | 0.88 | 0.83 |\n| precursor B cell | 183 | 0.69 | 0.87 | 0.60 | 0.75 | 0.00 | 0.77 | 0.76 | 0.84 | 0.85 |\n| intermediate monocyte | 182 | 0.45 | 0.06 | 0.41 | 0.27 | 0.00 | 0.49 | 0.45 | 0.51 | 0.57 |\n| large intestine goblet cell | 173 | 0.79 | 0.87 | 0.83 | 0.82 | 0.00 | 0.79 | 0.91 | 0.88 | 0.90 |\n| CD4-positive, alpha-beta T cell | 162 | 0.20 | 0.41 | 0.09 | 0.29 | 0.00 | 0.28 | 0.36 | 0.43 | 0.48 |\n| smooth muscle cell | 164 | 0.64 | 0.77 | 0.71 | 0.68 | 0.00 | 0.73 | 0.84 | 0.80 | 0.78 |\n| leukocyte | 180 | 0.46 | 0.55 | 0.31 | 0.44 | 0.00 | 0.36 | 0.63 | 0.64 | 0.72 |\n| plasma cell | 155 | 0.53 | 0.63 | 0.50 | 0.58 | 0.00 | 0.46 | 0.55 | 0.62 | 0.70 |\n| lymphocyte | 169 | 0.27 | 0.24 | 0.21 | 0.12 | 0.00 | 0.02 | 0.27 | 0.33 | 0.38 |\n| naive T cell | 158 | 0.78 | 0.83 | 0.87 | 0.82 | 0.00 | 0.86 | 0.83 | 0.85 | 0.85 |\n| kidney loop of Henle thick ascending limb epithelial cell | 157 | 0.91 | 0.92 | 0.68 | 0.73 | 0.00 | 0.78 | 0.91 | 0.90 | 0.93 |\n| immature B cell | 149 | 0.65 | 0.72 | 0.61 | 0.78 | 0.00 | 0.66 | 0.53 | 0.65 | 0.83 |\n| alveolar macrophage | 145 | 0.93 | 0.93 | 0.91 | 0.94 | 0.00 | 0.95 | 0.91 | 0.93 | 0.96 |\n| endothelial cell of hepatic sinusoid | 141 | 0.95 | 0.97 | 0.88 | 0.91 | 0.00 | 0.95 | 0.99 | 0.96 | 0.98 |\n| fenestrated endothelial cell | 144 | 0.80 | 0.92 | 0.68 | 0.57 | 0.00 | 0.79 | 0.87 | 0.84 | 0.93 |\n| lung macrophage | 105 | 0.80 | 0.04 | 0.31 | 0.33 | 0.00 | 0.69 | 0.79 | 0.77 | 0.90 |\n| non-classical monocyte | 110 | 0.62 | 0.68 | 0.48 | 0.60 | 0.00 | 0.62 | 0.77 | 0.71 | 0.73 |\n| endocardial cell | 104 | 0.91 | 0.92 | 0.90 | 0.82 | 0.00 | 0.86 | 0.85 | 0.85 | 0.90 |\n| double negative thymocyte | 102 | 0.59 | 0.00 | 0.35 | 0.49 | 0.00 | 0.72 | 0.70 | 0.72 | 0.78 |\n| kidney collecting duct principal cell | 77 | 0.75 | 0.83 | 0.72 | 0.71 | 0.00 | 0.84 | 0.88 | 0.83 | 0.90 |\n| late pro-B cell | 74 | 0.78 | 0.84 | 0.42 | 0.62 | 0.00 | 0.61 | 0.62 | 0.84 | 0.83 |\n| basal epithelial cell of tracheobronchial tree | 84 | 0.80 | 0.85 | 0.88 | 0.72 | 0.00 | 0.74 | 0.91 | 0.81 | 0.94 |\n| mesenchymal cell | 84 | 0.29 | 0.00 | 0.21 | 0.02 | 0.00 | 0.05 | 0.40 | 0.49 | 0.46 |\n| pancreatic A cell | 75 | 0.62 | 0.73 | 0.71 | 0.75 | 0.00 | 0.85 | 0.88 | 0.89 | 0.82 |\n| adventitial cell | 72 | 0.64 | 0.50 | 0.44 | 0.22 | 0.00 | 0.33 | 0.68 | 0.55 | 0.77 |\n| epithelial cell | 73 | 0.45 | 0.07 | 0.65 | 0.46 | 0.00 | 0.30 | 0.54 | 0.59 | 0.63 |\n| kidney distal convoluted tubule epithelial cell | 76 | 0.84 | 0.84 | 0.50 | 0.26 | 0.00 | 0.90 | 0.92 | 0.88 | 0.92 |\n| neutrophil | 71 | 0.46 | 0.51 | 0.23 | 0.52 | 0.00 | 0.36 | 0.62 | 0.58 | 0.66 |\n| pancreatic ductal cell | 41 | 0.99 | 0.94 | 0.88 | 0.96 | 0.00 | 0.95 | 0.92 | 0.93 | 0.98 |\n| myeloid dendritic cell | 57 | 0.42 | 0.55 | 0.46 | 0.42 | 0.00 | 0.28 | 0.59 | 0.52 | 0.62 |\n| astrocyte | 40 | 0.86 | 0.93 | 0.92 | 0.95 | 0.00 | 0.95 | 0.95 | 0.92 | 0.95 |\n| secretory cell | 63 | 0.25 | 0.57 | 0.55 | 0.40 | 0.00 | 0.69 | 0.87 | 0.80 | 0.77 |\n| myeloid leukocyte | 49 | 0.31 | 0.30 | 0.37 | 0.24 | 0.00 | 0.24 | 0.48 | 0.54 | 0.76 |\n| plasmatocyte | 57 | 0.76 | 0.83 | 0.82 | 0.74 | 0.00 | 0.81 | 0.79 | 0.78 | 0.83 |\n| brain pericyte | 35 | 0.45 | 0.75 | 0.55 | 0.75 | 0.00 | 0.67 | 0.88 | 0.89 | 0.84 |\n| neuron | 46 | 0.46 | 0.57 | 0.73 | 0.73 | 0.00 | 0.77 | 0.80 | 0.80 | 0.83 |\n| vein endothelial cell | 60 | 0.66 | 0.81 | 0.65 | 0.48 | 0.00 | 0.76 | 0.88 | 0.82 | 0.87 |\n| kidney collecting duct epithelial cell | 25 | 0.32 | 0.50 | 0.12 | 0.42 | 0.00 | 0.58 | 0.58 | 0.66 | 0.84 |\n| pancreatic D cell | 50 | 0.30 | 0.75 | 0.62 | 0.87 | 0.00 | 0.93 | 0.96 | 0.94 | 0.91 |\n| aortic endothelial cell | 16 | 0.12 | 0.00 | 0.18 | 0.00 | 0.00 | 0.07 | 0.13 | 0.09 | 0.31 |\n| brush cell | 35 | 0.85 | 0.64 | 0.29 | 0.87 | 0.00 | 0.78 | 0.78 | 0.81 | 0.91 |\n| erythroid progenitor cell, mammalian | 47 | 0.67 | 0.00 | 0.43 | 0.19 | 0.00 | 0.28 | 0.52 | 0.62 | 0.82 |\n| regular atrial cardiac myocyte | 24 | 0.29 | 0.42 | 0.30 | 0.29 | 0.00 | 0.28 | 0.41 | 0.55 | 0.68 |\n| kidney cortex artery cell | 32 | 0.69 | 0.85 | 0.53 | 0.29 | 0.00 | 0.57 | 0.76 | 0.76 | 0.91 |\n| erythrocyte | 26 | 0.62 | 0.60 | 0.65 | 0.76 | 0.00 | 0.79 | 0.66 | 0.75 | 0.91 |\n| mesangial cell | 36 | 0.00 | 0.70 | 0.38 | 0.30 | 0.00 | 0.45 | 0.78 | 0.64 | 0.80 |\n| kidney loop of Henle ascending limb epithelial cell | 30 | 0.00 | 0.53 | 0.34 | 0.18 | 0.00 | 0.48 | 0.60 | 0.60 | 0.62 |\n| cardiac muscle cell | 40 | 0.79 | 0.85 | 0.66 | 0.93 | 0.00 | 0.22 | 0.99 | 0.96 | 1.00 |\n| mature alpha-beta T cell | 34 | 0.00 | 0.16 | 0.00 | 0.33 | 0.00 | 0.38 | 0.26 | 0.46 | 0.31 |\n| basophil | 32 | 0.68 | 0.66 | 0.62 | 0.57 | 0.00 | 0.40 | 0.59 | 0.64 | 0.73 |\n| cardiac valve cell | 34 | 0.72 | 0.84 | 0.64 | 0.72 | 0.00 | 0.77 | 0.89 | 0.89 | 0.87 |\n| oligodendrocyte precursor cell | 35 | 0.90 | 1.00 | 0.97 | 0.99 | 0.00 | 0.91 | 0.99 | 0.97 | 0.99 |\n| pulmonary alveolar type 2 cell | 33 | 0.94 | 0.93 | 0.96 | 0.97 | 0.00 | 0.91 | 0.94 | 0.86 | 0.94 |\n| Schwann cell | 21 | 0.75 | 0.78 | 0.86 | 0.76 | 0.00 | 0.79 | 0.69 | 0.78 | 0.79 |\n| pulmonary interstitial fibroblast | 32 | 0.88 | 0.84 | 0.73 | 0.86 | 0.00 | 0.94 | 0.93 | 0.97 | 0.95 |\n| smooth muscle cell of trachea | 24 | 0.00 | 0.08 | 0.15 | 0.21 | 0.00 | 0.20 | 0.58 | 0.48 | 0.15 |\n| granulocyte monocyte progenitor cell | 29 | 0.00 | 0.61 | 0.74 | 0.59 | 0.00 | 0.63 | 0.89 | 0.75 | 0.87 |\n| interneuron | 30 | 0.00 | 0.61 | 0.49 | 0.63 | 0.00 | 0.88 | 0.95 | 0.80 | 0.90 |\n| pancreatic PP cell | 30 | 0.00 | 0.06 | 0.18 | 0.33 | 0.00 | 0.75 | 0.83 | 0.92 | 0.46 |\n| smooth muscle cell of the pulmonary artery | 25 | 0.00 | 0.63 | 0.56 | 0.30 | 0.00 | 0.47 | 0.77 | 0.49 | 0.74 |\n| cell of skeletal muscle | 23 | 0.94 | 0.89 | 0.84 | 0.93 | 0.00 | 0.85 | 0.94 | 0.92 | 0.96 |\n| brush cell of epithelium proper of large intestine | 16 | 0.48 | 0.59 | 0.11 | 0.71 | 0.00 | 0.81 | 0.91 | 0.88 | 0.78 |\n| Langerhans cell | 12 | 0.88 | 0.76 | 0.40 | 0.41 | 0.00 | 0.69 | 0.74 | 0.69 | 0.78 |\n| stem cell of epidermis | 23 | 0.00 | 0.00 | 0.47 | 0.52 | 0.00 | 0.35 | 0.74 | 0.62 | 0.72 |\n| regulatory T cell | 13 | 0.00 | 0.14 | 0.00 | 0.00 | 0.00 | 0.06 | 0.06 | 0.14 | 0.33 |\n| epithelial cell of thymus | 20 | 0.00 | 0.00 | 0.33 | 0.33 | 0.00 | 0.13 | 0.40 | 0.28 | 0.29 |\n| enteroendocrine cell | 16 | 0.00 | 0.70 | 0.38 | 0.81 | 0.00 | 0.86 | 0.91 | 0.80 | 0.88 |\n| kidney capillary endothelial cell | 7 | 0.00 | 0.44 | 0.44 | 0.00 | 0.00 | 0.47 | 0.35 | 0.42 | 0.73 |\n| neuroepithelial stem cell | 17 | 0.00 | 0.45 | 0.52 | 0.60 | 0.00 | 0.40 | 0.79 | 0.53 | 0.90 |\n| macrophage dendritic cell progenitor | 18 | 0.00 | 0.34 | 0.58 | 0.10 | 0.00 | 0.65 | 0.44 | 0.42 | 0.67 |\n| DN3 thymocyte | 12 | 0.00 | 0.00 | 0.00 | 0.73 | 0.00 | 0.59 | 0.49 | 0.59 | 0.73 |\n| regular ventricular cardiac myocyte | 13 | 0.50 | 0.14 | 0.75 | 0.80 | 0.00 | 0.96 | 0.81 | 0.86 | 0.92 |\n| endothelial cell of lymphatic vessel | 6 | 0.00 | 0.60 | 0.67 | 0.38 | 0.00 | 0.11 | 0.30 | 0.21 | 0.67 |\n| ciliated columnar cell of tracheobronchial tree | 15 | 0.00 | 0.72 | 0.86 | 0.94 | 0.00 | 0.83 | 0.91 | 0.83 | 0.93 |\n| plasmacytoid dendritic cell | 17 | 0.00 | 0.21 | 0.10 | 0.43 | 0.00 | 0.38 | 0.36 | 0.33 | 0.65 |\n| dendritic cell | 10 | 0.00 | 0.47 | 0.40 | 0.43 | 0.00 | 0.20 | 0.56 | 0.53 | 0.69 |\n| medium spiny neuron | 11 | 0.00 | 0.31 | 0.53 | 0.60 | 0.00 | 0.79 | 0.95 | 0.95 | 0.71 |\n| pericyte | 7 | 0.74 | 0.88 | 0.88 | 1.00 | 0.00 | 0.93 | 0.88 | 0.82 | 0.93 |\n| neural stem cell | 7 | 0.00 | 0.73 | 0.60 | 0.92 | 0.00 | 0.93 | 0.92 | 0.75 | 0.92 |\n| kidney proximal straight tubule epithelial cell | 7 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.17 | 0.00 |\n| blood cell | 7 | 0.16 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.09 | 0.17 | 0.00 |\n| immature NK T cell | 10 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.40 | 0.30 | 0.31 | 0.00 |\n| cardiac neuron | 6 | 0.00 | 0.44 | 0.50 | 0.25 | 0.00 | 0.50 | 0.46 | 0.53 | 0.50 |\n| mast cell | 9 | 0.00 | 0.00 | 0.20 | 0.50 | 0.00 | 0.12 | 0.48 | 0.64 | 0.50 |\n| mucus secreting cell | 6 | 0.00 | 0.34 | 0.67 | 0.77 | 0.00 | 0.55 | 0.80 | 1.00 | 1.00 |\n| early pro-B cell | 6 | 0.00 | 0.50 | 0.00 | 0.25 | 0.00 | 0.56 | 0.40 | 0.50 | 0.67 |\n| pancreatic stellate cell | 9 | 0.57 | 0.36 | 0.36 | 0.36 | 0.00 | 0.30 | 0.52 | 0.53 | 0.62 |\n| ependymal cell | 4 | 0.75 | 0.86 | 0.86 | 1.00 | 0.00 | 0.67 | 0.86 | 0.86 | 0.86 |\n| Bergmann glial cell | 7 | 0.00 | 0.60 | 0.60 | 0.92 | 0.00 | 0.88 | 0.92 | 0.73 | 0.83 |\n| neuroendocrine cell | 3 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 |\n| fibrocyte | 1 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 |\n| hepatic stellate cell | 2 | 0.00 | 0.00 | 1.00 | 0.67 | 0.00 | 0.40 | 1.00 | 0.50 | 1.00 |\n| club cell | 2 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 |\n| respiratory basal cell | 8 | 0.00 | 0.00 | 0.00 | 0.67 | 0.00 | 0.52 | 0.93 | 0.93 | 0.67 |\n| kidney interstitial fibroblast | 1 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.50 | 0.00 | 0.00 |\n| lymphoid lineage restricted progenitor cell | 4 | 1.00 | 0.00 | 0.40 | 0.00 | 0.00 | 0.62 | 1.00 | 1.00 | 1.00 |\n| lung neuroendocrine cell | 1 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.33 | 1.00 | 0.00 | 0.00 |\n| pulmonary alveolar type 1 cell | 1 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.33 | 1.00 | 0.00 | 1.00 |\n| kidney cell | 0 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 |\n| duct epithelial 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| B cell | 32645 | 0.86 | 0.89 | 0.86 | 0.91 | 0.00 | 0.95 | 0.77 | 0.79 | 0.93 |\n| mesenchymal stem cell | 14483 | 0.86 | 0.87 | 0.94 | 0.83 | 0.00 | 0.93 | 0.91 | 0.87 | 0.95 |\n| basal cell of epidermis | 14129 | 0.85 | 0.87 | 0.89 | 0.91 | 0.00 | 0.81 | 0.87 | 0.83 | 0.91 |\n| granulocyte | 13957 | 0.82 | 0.84 | 0.87 | 0.89 | 0.00 | 0.89 | 0.76 | 0.84 | 0.90 |\n| endothelial cell | 13327 | 0.86 | 0.90 | 0.86 | 0.85 | 0.00 | 0.92 | 0.89 | 0.86 | 0.95 |\n| microglial cell | 11930 | 0.99 | 0.99 | 0.92 | 0.99 | 0.00 | 0.98 | 0.99 | 0.99 | 0.99 |\n| T cell | 11470 | 0.76 | 0.79 | 0.72 | 0.78 | 0.00 | 0.86 | 0.66 | 0.76 | 0.86 |\n| keratinocyte | 11101 | 0.84 | 0.88 | 0.89 | 0.92 | 0.00 | 0.88 | 0.89 | 0.86 | 0.92 |\n| macrophage | 8654 | 0.49 | 0.65 | 0.73 | 0.71 | 0.00 | 0.65 | 0.54 | 0.58 | 0.78 |\n| classical monocyte | 7299 | 0.81 | 0.56 | 0.73 | 0.82 | 0.00 | 0.83 | 0.82 | 0.84 | 0.92 |\n| granulocytopoietic cell | 7248 | 0.64 | 0.79 | 0.80 | 0.78 | 0.00 | 0.82 | 0.72 | 0.79 | 0.85 |\n| bladder urothelial cell | 5993 | 0.99 | 0.98 | 0.97 | 0.97 | 0.00 | 0.97 | 0.99 | 0.98 | 0.99 |\n| mesenchymal stem cell of adipose tissue | 5958 | 0.79 | 0.82 | 0.84 | 0.69 | 0.00 | 0.95 | 0.92 | 0.84 | 0.93 |\n| fibroblast of cardiac tissue | 5682 | 0.94 | 0.93 | 0.84 | 0.70 | 0.00 | 0.96 | 0.96 | 0.91 | 0.97 |\n| endothelial cell of coronary artery | 5423 | 0.81 | 0.84 | 0.77 | 0.73 | 0.00 | 0.94 | 0.90 | 0.86 | 0.95 |\n| skeletal muscle satellite cell | 4307 | 0.98 | 0.97 | 0.96 | 0.98 | 0.00 | 0.97 | 0.97 | 0.96 | 0.98 |\n| proerythroblast | 4228 | 0.56 | 0.52 | 0.64 | 0.69 | 0.00 | 0.77 | 0.57 | 0.69 | 0.71 |\n| kidney proximal convoluted tubule epithelial cell | 4022 | 0.82 | 0.82 | 0.87 | 0.86 | 0.00 | 0.90 | 0.90 | 0.90 | 0.91 |\n| bronchial smooth muscle cell | 4025 | 0.96 | 0.96 | 0.78 | 0.90 | 0.00 | 0.95 | 0.96 | 0.94 | 0.97 |\n| myeloid cell | 3995 | 0.54 | 0.59 | 0.66 | 0.64 | 0.00 | 0.82 | 0.76 | 0.73 | 0.84 |\n| hepatocyte | 3701 | 0.98 | 0.98 | 0.98 | 0.99 | 0.00 | 0.98 | 0.99 | 0.99 | 0.99 |\n| type B pancreatic cell | 3606 | 0.97 | 0.97 | 0.95 | 0.98 | 0.00 | 0.98 | 0.99 | 0.98 | 0.99 |\n| bladder cell | 3619 | 0.97 | 0.95 | 0.99 | 0.81 | 0.00 | 0.98 | 0.99 | 0.95 | 0.99 |\n| promonocyte | 3427 | 0.60 | 0.70 | 0.79 | 0.81 | 0.00 | 0.89 | 0.81 | 0.83 | 0.87 |\n| DN4 thymocyte | 3371 | 0.40 | 0.46 | 0.50 | 0.56 | 0.00 | 0.91 | 0.61 | 0.68 | 0.74 |\n| basal cell | 3376 | 0.98 | 0.97 | 0.98 | 0.96 | 0.00 | 0.97 | 0.98 | 0.97 | 0.99 |\n| monocyte | 3278 | 0.62 | 0.54 | 0.65 | 0.68 | 0.00 | 0.86 | 0.78 | 0.80 | 0.88 |\n| enterocyte of epithelium of large intestine | 3294 | 0.91 | 0.92 | 0.93 | 0.94 | 0.00 | 0.92 | 0.95 | 0.94 | 0.95 |\n| thymocyte | 3161 | 0.80 | 0.74 | 0.82 | 0.92 | 0.00 | 0.93 | 0.92 | 0.94 | 0.96 |\n| epithelial cell of proximal tubule | 3126 | 0.80 | 0.77 | 0.84 | 0.82 | 0.00 | 0.87 | 0.86 | 0.86 | 0.87 |\n| natural killer cell | 3038 | 0.83 | 0.81 | 0.69 | 0.82 | 0.00 | 0.83 | 0.80 | 0.84 | 0.87 |\n| naive B cell | 3000 | 0.45 | 0.20 | 0.78 | 0.45 | 0.00 | 0.87 | 0.54 | 0.55 | 0.81 |\n| hematopoietic stem cell | 2988 | 0.91 | 0.93 | 0.90 | 0.93 | 0.00 | 0.91 | 0.94 | 0.94 | 0.95 |\n| mature NK T cell | 2876 | 0.59 | 0.63 | 0.54 | 0.74 | 0.00 | 0.85 | 0.64 | 0.72 | 0.77 |\n| fibroblast | 2838 | 0.32 | 0.27 | 0.66 | 0.57 | 0.00 | 0.76 | 0.66 | 0.64 | 0.73 |\n| stromal cell | 2814 | 0.66 | 0.39 | 0.94 | 0.52 | 0.00 | 0.92 | 0.87 | 0.74 | 0.93 |\n| keratinocyte stem cell | 2728 | 0.92 | 0.92 | 0.91 | 0.93 | 0.00 | 0.92 | 0.94 | 0.89 | 0.96 |\n| erythroblast | 2618 | 0.60 | 0.68 | 0.77 | 0.79 | 0.00 | 0.86 | 0.70 | 0.74 | 0.82 |\n| Kupffer cell | 2508 | 0.96 | 0.94 | 0.85 | 0.93 | 0.00 | 0.95 | 0.98 | 0.97 | 0.98 |\n| megakaryocyte-erythroid progenitor cell | 2509 | 0.53 | 0.63 | 0.69 | 0.66 | 0.00 | 0.73 | 0.64 | 0.72 | 0.77 |\n| pancreatic acinar cell | 2466 | 0.98 | 0.95 | 0.92 | 0.99 | 0.00 | 0.98 | 0.99 | 0.99 | 0.99 |\n| luminal epithelial cell of mammary gland | 2407 | 0.92 | 0.91 | 0.97 | 0.92 | 0.00 | 0.96 | 0.94 | 0.95 | 0.97 |\n| professional antigen presenting cell | 2358 | 0.06 | 0.01 | 0.13 | 0.07 | 0.00 | 0.91 | 0.46 | 0.41 | 0.18 |\n| epidermal cell | 2011 | 0.85 | 0.86 | 0.87 | 0.88 | 0.00 | 0.84 | 0.86 | 0.86 | 0.91 |\n| hematopoietic precursor cell | 1937 | 0.62 | 0.71 | 0.53 | 0.67 | 0.00 | 0.92 | 0.73 | 0.81 | 0.87 |\n| oligodendrocyte | 1918 | 0.98 | 0.99 | 0.95 | 0.99 | 0.00 | 0.99 | 1.00 | 0.99 | 0.99 |\n| fibroblast of lung | 1836 | 0.96 | 0.95 | 0.91 | 0.91 | 0.00 | 0.98 | 0.98 | 0.96 | 0.98 |\n| CD8-positive, alpha-beta T cell | 1741 | 0.45 | 0.50 | 0.27 | 0.52 | 0.00 | 0.66 | 0.59 | 0.66 | 0.70 |\n| epithelial cell of large intestine | 1741 | 0.74 | 0.79 | 0.82 | 0.79 | 0.00 | 0.78 | 0.88 | 0.88 | 0.88 |\n| intestinal crypt stem cell | 1736 | 0.74 | 0.85 | 0.87 | 0.86 | 0.00 | 0.85 | 0.90 | 0.89 | 0.91 |\n| chondrocyte | 1736 | 0.73 | 0.63 | 0.83 | 0.81 | 0.00 | 0.87 | 0.87 | 0.88 | 0.87 |\n| immature T cell | 1600 | 0.68 | 0.00 | 0.76 | 0.91 | 0.00 | 0.93 | 0.89 | 0.90 | 0.95 |\n| precursor B cell | 1588 | 0.70 | 0.84 | 0.89 | 0.84 | 0.00 | 0.86 | 0.84 | 0.87 | 0.90 |\n| intermediate monocyte | 1579 | 0.43 | 0.07 | 0.44 | 0.59 | 0.00 | 0.57 | 0.59 | 0.63 | 0.74 |\n| large intestine goblet cell | 1572 | 0.82 | 0.84 | 0.90 | 0.84 | 0.00 | 0.91 | 0.94 | 0.92 | 0.94 |\n| CD4-positive, alpha-beta T cell | 1559 | 0.22 | 0.35 | 0.27 | 0.38 | 0.00 | 0.66 | 0.50 | 0.56 | 0.64 |\n| smooth muscle cell | 1540 | 0.64 | 0.76 | 0.80 | 0.80 | 0.00 | 0.89 | 0.88 | 0.85 | 0.83 |\n| leukocyte | 1478 | 0.43 | 0.49 | 0.52 | 0.58 | 0.00 | 0.72 | 0.65 | 0.70 | 0.88 |\n| plasma cell | 1491 | 0.53 | 0.63 | 0.75 | 0.73 | 0.00 | 0.81 | 0.63 | 0.69 | 0.79 |\n| lymphocyte | 1432 | 0.26 | 0.23 | 0.59 | 0.27 | 0.00 | 0.81 | 0.34 | 0.46 | 0.64 |\n| naive T cell | 1410 | 0.79 | 0.86 | 0.89 | 0.88 | 0.00 | 0.88 | 0.87 | 0.90 | 0.90 |\n| kidney loop of Henle thick ascending limb epithelial cell | 1397 | 0.91 | 0.92 | 0.92 | 0.83 | 0.00 | 0.88 | 0.96 | 0.96 | 0.95 |\n| immature B cell | 1266 | 0.68 | 0.70 | 0.73 | 0.78 | 0.00 | 0.82 | 0.67 | 0.72 | 0.89 |\n| alveolar macrophage | 1221 | 0.94 | 0.94 | 0.91 | 0.93 | 0.00 | 0.93 | 0.95 | 0.95 | 0.98 |\n| endothelial cell of hepatic sinusoid | 1149 | 0.94 | 0.95 | 0.84 | 0.93 | 0.00 | 0.95 | 0.97 | 0.96 | 0.98 |\n| fenestrated endothelial cell | 1145 | 0.74 | 0.85 | 0.66 | 0.65 | 0.00 | 0.86 | 0.93 | 0.86 | 0.95 |\n| lung macrophage | 1061 | 0.85 | 0.04 | 0.55 | 0.90 | 0.00 | 0.87 | 0.86 | 0.86 | 0.95 |\n| non-classical monocyte | 1049 | 0.60 | 0.65 | 0.84 | 0.75 | 0.00 | 0.83 | 0.79 | 0.77 | 0.79 |\n| endocardial cell | 949 | 0.92 | 0.92 | 0.92 | 0.87 | 0.00 | 0.91 | 0.92 | 0.90 | 0.95 |\n| double negative thymocyte | 869 | 0.62 | 0.00 | 0.59 | 0.64 | 0.00 | 0.85 | 0.74 | 0.78 | 0.88 |\n| kidney collecting duct principal cell | 866 | 0.77 | 0.91 | 0.91 | 0.86 | 0.00 | 0.92 | 0.96 | 0.95 | 0.97 |\n| late pro-B cell | 869 | 0.76 | 0.79 | 0.82 | 0.77 | 0.00 | 0.81 | 0.75 | 0.88 | 0.94 |\n| basal epithelial cell of tracheobronchial tree | 839 | 0.81 | 0.85 | 0.90 | 0.75 | 0.00 | 0.90 | 0.93 | 0.85 | 0.96 |\n| mesenchymal cell | 795 | 0.29 | 0.00 | 0.26 | 0.15 | 0.00 | 0.46 | 0.51 | 0.58 | 0.54 |\n| pancreatic A cell | 755 | 0.66 | 0.74 | 0.83 | 0.87 | 0.00 | 0.93 | 0.94 | 0.94 | 0.93 |\n| adventitial cell | 742 | 0.69 | 0.56 | 0.81 | 0.33 | 0.00 | 0.87 | 0.83 | 0.65 | 0.89 |\n| epithelial cell | 689 | 0.43 | 0.04 | 0.75 | 0.58 | 0.00 | 0.82 | 0.70 | 0.70 | 0.80 |\n| kidney distal convoluted tubule epithelial cell | 668 | 0.81 | 0.89 | 0.90 | 0.69 | 0.00 | 0.93 | 0.96 | 0.95 | 0.94 |\n| neutrophil | 634 | 0.50 | 0.50 | 0.63 | 0.72 | 0.00 | 0.72 | 0.67 | 0.65 | 0.79 |\n| pancreatic ductal cell | 601 | 0.98 | 0.79 | 0.97 | 0.94 | 0.00 | 0.96 | 0.96 | 0.96 | 0.98 |\n| myeloid dendritic cell | 561 | 0.47 | 0.53 | 0.79 | 0.50 | 0.00 | 0.64 | 0.72 | 0.62 | 0.77 |\n| astrocyte | 552 | 0.89 | 0.93 | 0.96 | 0.96 | 0.00 | 0.96 | 0.99 | 0.99 | 0.99 |\n| secretory cell | 500 | 0.28 | 0.34 | 0.76 | 0.49 | 0.00 | 0.85 | 0.92 | 0.88 | 0.89 |\n| myeloid leukocyte | 467 | 0.45 | 0.38 | 0.77 | 0.37 | 0.00 | 0.77 | 0.62 | 0.67 | 0.94 |\n| plasmatocyte | 439 | 0.73 | 0.81 | 0.88 | 0.79 | 0.00 | 0.92 | 0.90 | 0.90 | 0.94 |\n| brain pericyte | 449 | 0.54 | 0.74 | 0.62 | 0.82 | 0.00 | 0.90 | 0.96 | 0.92 | 0.93 |\n| neuron | 438 | 0.49 | 0.56 | 0.80 | 0.76 | 0.00 | 0.83 | 0.92 | 0.90 | 0.94 |\n| vein endothelial cell | 412 | 0.60 | 0.78 | 0.75 | 0.64 | 0.00 | 0.85 | 0.87 | 0.80 | 0.90 |\n| kidney collecting duct epithelial cell | 440 | 0.33 | 0.55 | 0.82 | 0.75 | 0.00 | 0.93 | 0.87 | 0.88 | 0.93 |\n| pancreatic D cell | 412 | 0.28 | 0.69 | 0.85 | 0.91 | 0.00 | 0.94 | 0.97 | 0.96 | 0.96 |\n| aortic endothelial cell | 420 | 0.09 | 0.01 | 0.07 | 0.26 | 0.00 | 0.64 | 0.41 | 0.34 | 0.76 |\n| brush cell | 379 | 0.82 | 0.51 | 0.92 | 0.90 | 0.00 | 0.83 | 0.88 | 0.84 | 0.89 |\n| erythroid progenitor cell, mammalian | 362 | 0.68 | 0.00 | 0.74 | 0.64 | 0.00 | 0.48 | 0.62 | 0.58 | 0.96 |\n| regular atrial cardiac myocyte | 372 | 0.35 | 0.41 | 0.59 | 0.62 | 0.00 | 0.55 | 0.69 | 0.77 | 0.82 |\n| kidney cortex artery cell | 349 | 0.74 | 0.84 | 0.69 | 0.55 | 0.00 | 0.85 | 0.88 | 0.86 | 0.95 |\n| erythrocyte | 330 | 0.60 | 0.49 | 0.67 | 0.83 | 0.00 | 0.90 | 0.80 | 0.85 | 0.94 |\n| mesangial cell | 314 | 0.00 | 0.67 | 0.53 | 0.64 | 0.00 | 0.82 | 0.86 | 0.81 | 0.93 |\n| kidney loop of Henle ascending limb epithelial cell | 314 | 0.00 | 0.59 | 0.55 | 0.40 | 0.00 | 0.64 | 0.86 | 0.88 | 0.71 |\n| cardiac muscle cell | 294 | 0.69 | 0.68 | 0.77 | 0.94 | 0.00 | 1.00 | 1.00 | 0.99 | 0.99 |\n| mature alpha-beta T cell | 296 | 0.00 | 0.11 | 0.15 | 0.29 | 0.00 | 0.68 | 0.55 | 0.61 | 0.75 |\n| basophil | 293 | 0.65 | 0.65 | 0.80 | 0.71 | 0.00 | 0.65 | 0.67 | 0.72 | 0.81 |\n| cardiac valve cell | 281 | 0.71 | 0.82 | 0.71 | 0.84 | 0.00 | 0.88 | 0.92 | 0.93 | 0.91 |\n| oligodendrocyte precursor cell | 277 | 0.91 | 0.97 | 0.96 | 0.97 | 0.00 | 0.90 | 1.00 | 0.99 | 1.00 |\n| pulmonary alveolar type 2 cell | 259 | 0.94 | 0.94 | 0.95 | 0.94 | 0.00 | 0.95 | 0.97 | 0.94 | 0.96 |\n| Schwann cell | 253 | 0.71 | 0.71 | 0.77 | 0.76 | 0.00 | 0.88 | 0.79 | 0.81 | 0.80 |\n| pulmonary interstitial fibroblast | 239 | 0.88 | 0.86 | 0.87 | 0.88 | 0.00 | 0.89 | 0.91 | 0.94 | 0.97 |\n| smooth muscle cell of trachea | 228 | 0.00 | 0.04 | 0.27 | 0.46 | 0.00 | 0.75 | 0.72 | 0.75 | 0.76 |\n| granulocyte monocyte progenitor cell | 221 | 0.00 | 0.56 | 0.77 | 0.73 | 0.00 | 0.54 | 0.76 | 0.78 | 0.85 |\n| interneuron | 210 | 0.00 | 0.53 | 0.69 | 0.70 | 0.00 | 0.89 | 0.97 | 0.94 | 0.95 |\n| pancreatic PP cell | 198 | 0.00 | 0.09 | 0.63 | 0.71 | 0.00 | 0.88 | 0.92 | 0.92 | 0.90 |\n| smooth muscle cell of the pulmonary artery | 184 | 0.00 | 0.75 | 0.76 | 0.46 | 0.00 | 0.59 | 0.83 | 0.67 | 0.86 |\n| cell of skeletal muscle | 169 | 0.94 | 0.92 | 0.67 | 0.93 | 0.00 | 0.92 | 0.92 | 0.94 | 0.95 |\n| brush cell of epithelium proper of large intestine | 159 | 0.55 | 0.72 | 0.77 | 0.78 | 0.00 | 0.84 | 0.97 | 0.95 | 0.90 |\n| Langerhans cell | 163 | 0.92 | 0.81 | 0.86 | 0.72 | 0.00 | 0.72 | 0.78 | 0.83 | 0.97 |\n| stem cell of epidermis | 148 | 0.00 | 0.00 | 0.60 | 0.75 | 0.00 | 0.16 | 0.61 | 0.64 | 0.84 |\n| regulatory T cell | 157 | 0.00 | 0.02 | 0.00 | 0.01 | 0.00 | 0.26 | 0.41 | 0.40 | 0.75 |\n| epithelial cell of thymus | 145 | 0.00 | 0.00 | 0.62 | 0.42 | 0.00 | 0.44 | 0.73 | 0.59 | 0.85 |\n| enteroendocrine cell | 145 | 0.00 | 0.74 | 0.88 | 0.86 | 0.00 | 0.92 | 0.98 | 0.96 | 0.98 |\n| kidney capillary endothelial cell | 154 | 0.00 | 0.37 | 0.32 | 0.33 | 0.00 | 0.78 | 0.90 | 0.89 | 0.94 |\n| neuroepithelial stem cell | 134 | 0.00 | 0.07 | 0.81 | 0.50 | 0.00 | 0.55 | 0.85 | 0.66 | 0.93 |\n| macrophage dendritic cell progenitor | 130 | 0.00 | 0.32 | 0.74 | 0.65 | 0.00 | 0.61 | 0.66 | 0.63 | 0.89 |\n| DN3 thymocyte | 134 | 0.00 | 0.00 | 0.15 | 0.71 | 0.00 | 0.79 | 0.66 | 0.73 | 0.85 |\n| regular ventricular cardiac myocyte | 131 | 0.46 | 0.03 | 0.80 | 0.75 | 0.00 | 0.94 | 0.94 | 0.98 | 0.99 |\n| endothelial cell of lymphatic vessel | 134 | 0.00 | 0.47 | 0.94 | 0.57 | 0.00 | 0.32 | 0.66 | 0.54 | 0.91 |\n| ciliated columnar cell of tracheobronchial tree | 112 | 0.00 | 0.82 | 0.92 | 0.88 | 0.00 | 0.91 | 0.91 | 0.97 | 0.99 |\n| plasmacytoid dendritic cell | 105 | 0.00 | 0.28 | 0.80 | 0.32 | 0.00 | 0.40 | 0.58 | 0.51 | 0.78 |\n| dendritic cell | 97 | 0.00 | 0.26 | 0.60 | 0.35 | 0.00 | 0.41 | 0.61 | 0.60 | 0.79 |\n| medium spiny neuron | 92 | 0.00 | 0.00 | 0.92 | 0.75 | 0.00 | 0.79 | 1.00 | 0.97 | 0.98 |\n| pericyte | 92 | 0.81 | 0.88 | 0.80 | 0.84 | 0.00 | 0.88 | 0.95 | 0.89 | 0.94 |\n| neural stem cell | 90 | 0.00 | 0.61 | 0.75 | 0.86 | 0.00 | 0.86 | 0.96 | 0.98 | 0.97 |\n| kidney proximal straight tubule epithelial cell | 88 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.43 | 0.64 | 0.43 | 0.35 |\n| blood cell | 81 | 0.18 | 0.00 | 0.18 | 0.00 | 0.00 | 0.21 | 0.27 | 0.31 | 0.39 |\n| immature NK T cell | 74 | 0.00 | 0.14 | 0.20 | 0.19 | 0.00 | 0.49 | 0.42 | 0.53 | 0.62 |\n| cardiac neuron | 75 | 0.00 | 0.26 | 0.60 | 0.46 | 0.00 | 0.64 | 0.83 | 0.82 | 0.88 |\n| mast cell | 67 | 0.00 | 0.00 | 0.55 | 0.65 | 0.00 | 0.69 | 0.72 | 0.65 | 0.94 |\n| mucus secreting cell | 67 | 0.00 | 0.39 | 0.75 | 0.76 | 0.00 | 0.96 | 0.99 | 0.94 | 1.00 |\n| early pro-B cell | 66 | 0.00 | 0.55 | 0.74 | 0.45 | 0.00 | 0.84 | 0.76 | 0.82 | 0.93 |\n| pancreatic stellate cell | 60 | 0.84 | 0.67 | 0.90 | 0.60 | 0.00 | 0.54 | 0.72 | 0.86 | 0.93 |\n| ependymal cell | 51 | 0.60 | 0.83 | 0.90 | 0.87 | 0.00 | 0.90 | 0.99 | 1.00 | 1.00 |\n| Bergmann glial cell | 47 | 0.00 | 0.52 | 0.75 | 0.85 | 0.00 | 0.80 | 1.00 | 0.99 | 0.97 |\n| neuroendocrine cell | 45 | 0.00 | 0.00 | 0.00 | 0.04 | 0.00 | 0.68 | 0.87 | 0.72 | 0.24 |\n| fibrocyte | 41 | 0.00 | 0.00 | 0.00 | 0.30 | 0.00 | 0.37 | 0.43 | 0.63 | 0.68 |\n| hepatic stellate cell | 37 | 0.00 | 0.36 | 0.24 | 0.68 | 0.00 | 0.76 | 0.90 | 0.88 | 0.97 |\n| club cell | 35 | 0.00 | 0.43 | 0.50 | 0.57 | 0.00 | 0.70 | 0.80 | 0.80 | 0.70 |\n| respiratory basal cell | 26 | 0.00 | 0.00 | 0.92 | 0.43 | 0.00 | 0.65 | 0.85 | 0.98 | 0.90 |\n| kidney interstitial fibroblast | 15 | 0.00 | 0.00 | 0.97 | 0.63 | 0.00 | 0.32 | 0.62 | 0.77 | 0.97 |\n| lymphoid lineage restricted progenitor cell | 9 | 0.94 | 0.00 | 0.80 | 0.20 | 0.00 | 0.32 | 0.95 | 0.95 | 0.94 |\n| lung neuroendocrine cell | 7 | 0.00 | 0.00 | 0.73 | 0.22 | 0.00 | 0.52 | 0.93 | 0.93 | 0.93 |\n| pulmonary alveolar type 1 cell | 3 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.33 | 1.00 | 1.00 | 1.00 |\n| kidney cell | 3 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.10 | 0.19 | 1.00 | 0.50 |\n| duct epithelial cell | 2 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.57 | 0.57 | 0.10 | 0.00 |"
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  "ENSMUSG00000020429",
522
- "ENSMUSG00000020431",
523
  "ENSMUSG00000020436",
524
  "ENSMUSG00000020439",
525
  "ENSMUSG00000020467",
@@ -558,17 +546,16 @@
558
  "ENSMUSG00000020696",
559
  "ENSMUSG00000020698",
560
  "ENSMUSG00000020702",
 
561
  "ENSMUSG00000020709",
562
- "ENSMUSG00000020712",
563
- "ENSMUSG00000020716",
564
  "ENSMUSG00000020721",
565
  "ENSMUSG00000020722",
566
  "ENSMUSG00000020723",
567
  "ENSMUSG00000020734",
568
  "ENSMUSG00000020740",
569
  "ENSMUSG00000020774",
 
570
  "ENSMUSG00000020785",
571
- "ENSMUSG00000020787",
572
  "ENSMUSG00000020798",
573
  "ENSMUSG00000020799",
574
  "ENSMUSG00000020805",
@@ -579,7 +566,6 @@
579
  "ENSMUSG00000020867",
580
  "ENSMUSG00000020872",
581
  "ENSMUSG00000020873",
582
- "ENSMUSG00000020876",
583
  "ENSMUSG00000020878",
584
  "ENSMUSG00000020884",
585
  "ENSMUSG00000020886",
@@ -590,7 +576,6 @@
590
  "ENSMUSG00000020921",
591
  "ENSMUSG00000020926",
592
  "ENSMUSG00000020928",
593
- "ENSMUSG00000020929",
594
  "ENSMUSG00000020932",
595
  "ENSMUSG00000020950",
596
  "ENSMUSG00000020953",
@@ -602,11 +587,11 @@
602
  "ENSMUSG00000021032",
603
  "ENSMUSG00000021055",
604
  "ENSMUSG00000021066",
605
- "ENSMUSG00000021071",
606
  "ENSMUSG00000021081",
607
  "ENSMUSG00000021087",
608
  "ENSMUSG00000021091",
609
  "ENSMUSG00000021095",
 
610
  "ENSMUSG00000021177",
611
  "ENSMUSG00000021186",
612
  "ENSMUSG00000021190",
@@ -617,11 +602,12 @@
617
  "ENSMUSG00000021221",
618
  "ENSMUSG00000021240",
619
  "ENSMUSG00000021250",
 
620
  "ENSMUSG00000021268",
621
  "ENSMUSG00000021278",
622
- "ENSMUSG00000021286",
623
  "ENSMUSG00000021287",
624
  "ENSMUSG00000021294",
 
625
  "ENSMUSG00000021306",
626
  "ENSMUSG00000021313",
627
  "ENSMUSG00000021314",
@@ -641,12 +627,10 @@
641
  "ENSMUSG00000021423",
642
  "ENSMUSG00000021453",
643
  "ENSMUSG00000021458",
644
- "ENSMUSG00000021461",
645
  "ENSMUSG00000021490",
 
646
  "ENSMUSG00000021508",
647
- "ENSMUSG00000021514",
648
  "ENSMUSG00000021534",
649
- "ENSMUSG00000021536",
650
  "ENSMUSG00000021539",
651
  "ENSMUSG00000021541",
652
  "ENSMUSG00000021548",
@@ -663,6 +647,7 @@
663
  "ENSMUSG00000021646",
664
  "ENSMUSG00000021647",
665
  "ENSMUSG00000021665",
 
666
  "ENSMUSG00000021694",
667
  "ENSMUSG00000021700",
668
  "ENSMUSG00000021702",
@@ -672,6 +657,7 @@
672
  "ENSMUSG00000021743",
673
  "ENSMUSG00000021749",
674
  "ENSMUSG00000021750",
 
675
  "ENSMUSG00000021773",
676
  "ENSMUSG00000021789",
677
  "ENSMUSG00000021795",
@@ -684,7 +670,6 @@
684
  "ENSMUSG00000021898",
685
  "ENSMUSG00000021900",
686
  "ENSMUSG00000021902",
687
- "ENSMUSG00000021904",
688
  "ENSMUSG00000021922",
689
  "ENSMUSG00000021932",
690
  "ENSMUSG00000021939",
@@ -705,6 +690,7 @@
705
  "ENSMUSG00000022057",
706
  "ENSMUSG00000022090",
707
  "ENSMUSG00000022097",
 
708
  "ENSMUSG00000022103",
709
  "ENSMUSG00000022112",
710
  "ENSMUSG00000022122",
@@ -712,25 +698,23 @@
712
  "ENSMUSG00000022131",
713
  "ENSMUSG00000022132",
714
  "ENSMUSG00000022142",
 
715
  "ENSMUSG00000022157",
716
  "ENSMUSG00000022159",
717
- "ENSMUSG00000022160",
718
  "ENSMUSG00000022199",
719
  "ENSMUSG00000022203",
720
  "ENSMUSG00000022212",
721
  "ENSMUSG00000022215",
722
- "ENSMUSG00000022220",
723
  "ENSMUSG00000022225",
724
- "ENSMUSG00000022236",
725
  "ENSMUSG00000022240",
726
  "ENSMUSG00000022244",
727
- "ENSMUSG00000022265",
728
  "ENSMUSG00000022296",
729
  "ENSMUSG00000022303",
730
  "ENSMUSG00000022304",
731
  "ENSMUSG00000022305",
732
  "ENSMUSG00000022315",
733
  "ENSMUSG00000022321",
 
734
  "ENSMUSG00000022332",
735
  "ENSMUSG00000022340",
736
  "ENSMUSG00000022347",
@@ -759,6 +743,7 @@
759
  "ENSMUSG00000022494",
760
  "ENSMUSG00000022501",
761
  "ENSMUSG00000022514",
 
762
  "ENSMUSG00000022519",
763
  "ENSMUSG00000022534",
764
  "ENSMUSG00000022540",
@@ -776,7 +761,6 @@
776
  "ENSMUSG00000022595",
777
  "ENSMUSG00000022596",
778
  "ENSMUSG00000022602",
779
- "ENSMUSG00000022610",
780
  "ENSMUSG00000022613",
781
  "ENSMUSG00000022650",
782
  "ENSMUSG00000022651",
@@ -788,11 +772,9 @@
788
  "ENSMUSG00000022683",
789
  "ENSMUSG00000022696",
790
  "ENSMUSG00000022723",
791
- "ENSMUSG00000022742",
792
  "ENSMUSG00000022762",
793
  "ENSMUSG00000022763",
794
  "ENSMUSG00000022787",
795
- "ENSMUSG00000022803",
796
  "ENSMUSG00000022807",
797
  "ENSMUSG00000022814",
798
  "ENSMUSG00000022821",
@@ -823,6 +805,7 @@
823
  "ENSMUSG00000023025",
824
  "ENSMUSG00000023031",
825
  "ENSMUSG00000023033",
 
826
  "ENSMUSG00000023036",
827
  "ENSMUSG00000023039",
828
  "ENSMUSG00000023041",
@@ -835,7 +818,6 @@
835
  "ENSMUSG00000023070",
836
  "ENSMUSG00000023073",
837
  "ENSMUSG00000023078",
838
- "ENSMUSG00000023104",
839
  "ENSMUSG00000023120",
840
  "ENSMUSG00000023132",
841
  "ENSMUSG00000023147",
@@ -846,8 +828,6 @@
846
  "ENSMUSG00000023236",
847
  "ENSMUSG00000023247",
848
  "ENSMUSG00000023267",
849
- "ENSMUSG00000023279",
850
- "ENSMUSG00000023284",
851
  "ENSMUSG00000023328",
852
  "ENSMUSG00000023330",
853
  "ENSMUSG00000023336",
@@ -861,6 +841,7 @@
861
  "ENSMUSG00000023484",
862
  "ENSMUSG00000023495",
863
  "ENSMUSG00000023707",
 
864
  "ENSMUSG00000023827",
865
  "ENSMUSG00000023829",
866
  "ENSMUSG00000023868",
@@ -878,6 +859,7 @@
878
  "ENSMUSG00000023959",
879
  "ENSMUSG00000023961",
880
  "ENSMUSG00000023966",
 
881
  "ENSMUSG00000023987",
882
  "ENSMUSG00000023992",
883
  "ENSMUSG00000023993",
@@ -893,10 +875,10 @@
893
  "ENSMUSG00000024065",
894
  "ENSMUSG00000024084",
895
  "ENSMUSG00000024109",
896
- "ENSMUSG00000024112",
897
  "ENSMUSG00000024131",
898
  "ENSMUSG00000024140",
899
  "ENSMUSG00000024160",
 
900
  "ENSMUSG00000024168",
901
  "ENSMUSG00000024169",
902
  "ENSMUSG00000024171",
@@ -904,14 +886,13 @@
904
  "ENSMUSG00000024176",
905
  "ENSMUSG00000024184",
906
  "ENSMUSG00000024190",
 
907
  "ENSMUSG00000024215",
908
  "ENSMUSG00000024225",
909
  "ENSMUSG00000024245",
910
- "ENSMUSG00000024261",
911
  "ENSMUSG00000024268",
912
  "ENSMUSG00000024286",
913
  "ENSMUSG00000024301",
914
- "ENSMUSG00000024302",
915
  "ENSMUSG00000024313",
916
  "ENSMUSG00000024347",
917
  "ENSMUSG00000024349",
@@ -919,17 +900,17 @@
919
  "ENSMUSG00000024354",
920
  "ENSMUSG00000024365",
921
  "ENSMUSG00000024366",
 
922
  "ENSMUSG00000024379",
923
- "ENSMUSG00000024381",
924
  "ENSMUSG00000024386",
925
  "ENSMUSG00000024391",
926
  "ENSMUSG00000024395",
 
927
  "ENSMUSG00000024401",
928
  "ENSMUSG00000024402",
929
  "ENSMUSG00000024403",
930
  "ENSMUSG00000024411",
931
  "ENSMUSG00000024420",
932
- "ENSMUSG00000024423",
933
  "ENSMUSG00000024427",
934
  "ENSMUSG00000024440",
935
  "ENSMUSG00000024451",
@@ -937,7 +918,6 @@
937
  "ENSMUSG00000024486",
938
  "ENSMUSG00000024500",
939
  "ENSMUSG00000024526",
940
- "ENSMUSG00000024529",
941
  "ENSMUSG00000024533",
942
  "ENSMUSG00000024552",
943
  "ENSMUSG00000024565",
@@ -956,7 +936,6 @@
956
  "ENSMUSG00000024659",
957
  "ENSMUSG00000024661",
958
  "ENSMUSG00000024663",
959
- "ENSMUSG00000024664",
960
  "ENSMUSG00000024669",
961
  "ENSMUSG00000024670",
962
  "ENSMUSG00000024672",
@@ -990,7 +969,6 @@
990
  "ENSMUSG00000024935",
991
  "ENSMUSG00000024944",
992
  "ENSMUSG00000024957",
993
- "ENSMUSG00000024958",
994
  "ENSMUSG00000024960",
995
  "ENSMUSG00000024962",
996
  "ENSMUSG00000024975",
@@ -1005,10 +983,9 @@
1005
  "ENSMUSG00000025083",
1006
  "ENSMUSG00000025091",
1007
  "ENSMUSG00000025092",
1008
- "ENSMUSG00000025127",
1009
  "ENSMUSG00000025129",
 
1010
  "ENSMUSG00000025150",
1011
- "ENSMUSG00000025153",
1012
  "ENSMUSG00000025154",
1013
  "ENSMUSG00000025156",
1014
  "ENSMUSG00000025163",
@@ -1019,6 +996,7 @@
1019
  "ENSMUSG00000025189",
1020
  "ENSMUSG00000025202",
1021
  "ENSMUSG00000025203",
 
1022
  "ENSMUSG00000025213",
1023
  "ENSMUSG00000025226",
1024
  "ENSMUSG00000025229",
@@ -1027,10 +1005,13 @@
1027
  "ENSMUSG00000025243",
1028
  "ENSMUSG00000025257",
1029
  "ENSMUSG00000025270",
 
1030
  "ENSMUSG00000025279",
 
1031
  "ENSMUSG00000025317",
1032
  "ENSMUSG00000025318",
1033
  "ENSMUSG00000025321",
 
1034
  "ENSMUSG00000025350",
1035
  "ENSMUSG00000025372",
1036
  "ENSMUSG00000025373",
@@ -1041,7 +1022,6 @@
1041
  "ENSMUSG00000025417",
1042
  "ENSMUSG00000025418",
1043
  "ENSMUSG00000025425",
1044
- "ENSMUSG00000025432",
1045
  "ENSMUSG00000025461",
1046
  "ENSMUSG00000025468",
1047
  "ENSMUSG00000025470",
@@ -1051,16 +1031,13 @@
1051
  "ENSMUSG00000025486",
1052
  "ENSMUSG00000025488",
1053
  "ENSMUSG00000025491",
1054
- "ENSMUSG00000025492",
1055
  "ENSMUSG00000025495",
1056
- "ENSMUSG00000025496",
1057
  "ENSMUSG00000025505",
1058
  "ENSMUSG00000025511",
1059
  "ENSMUSG00000025521",
1060
  "ENSMUSG00000025573",
1061
  "ENSMUSG00000025576",
1062
  "ENSMUSG00000025582",
1063
- "ENSMUSG00000025586",
1064
  "ENSMUSG00000025592",
1065
  "ENSMUSG00000025597",
1066
  "ENSMUSG00000025608",
@@ -1080,22 +1057,21 @@
1080
  "ENSMUSG00000025804",
1081
  "ENSMUSG00000025854",
1082
  "ENSMUSG00000025855",
1083
- "ENSMUSG00000025856",
1084
  "ENSMUSG00000025867",
1085
  "ENSMUSG00000025870",
1086
  "ENSMUSG00000025871",
1087
  "ENSMUSG00000025873",
1088
- "ENSMUSG00000025875",
1089
  "ENSMUSG00000025889",
1090
  "ENSMUSG00000025892",
1091
  "ENSMUSG00000025898",
1092
  "ENSMUSG00000025899",
1093
  "ENSMUSG00000025902",
1094
  "ENSMUSG00000025905",
1095
- "ENSMUSG00000025911",
1096
  "ENSMUSG00000025929",
 
1097
  "ENSMUSG00000025932",
1098
  "ENSMUSG00000025934",
 
1099
  "ENSMUSG00000025955",
1100
  "ENSMUSG00000025963",
1101
  "ENSMUSG00000025991",
@@ -1103,6 +1079,7 @@
1103
  "ENSMUSG00000026009",
1104
  "ENSMUSG00000026011",
1105
  "ENSMUSG00000026012",
 
1106
  "ENSMUSG00000026043",
1107
  "ENSMUSG00000026047",
1108
  "ENSMUSG00000026051",
@@ -1113,9 +1090,11 @@
1113
  "ENSMUSG00000026088",
1114
  "ENSMUSG00000026109",
1115
  "ENSMUSG00000026141",
 
1116
  "ENSMUSG00000026163",
1117
  "ENSMUSG00000026166",
1118
  "ENSMUSG00000026171",
 
1119
  "ENSMUSG00000026185",
1120
  "ENSMUSG00000026189",
1121
  "ENSMUSG00000026193",
@@ -1124,6 +1103,7 @@
1124
  "ENSMUSG00000026204",
1125
  "ENSMUSG00000026208",
1126
  "ENSMUSG00000026224",
 
1127
  "ENSMUSG00000026235",
1128
  "ENSMUSG00000026241",
1129
  "ENSMUSG00000026247",
@@ -1133,10 +1113,12 @@
1133
  "ENSMUSG00000026272",
1134
  "ENSMUSG00000026285",
1135
  "ENSMUSG00000026295",
 
1136
  "ENSMUSG00000026308",
1137
  "ENSMUSG00000026321",
1138
  "ENSMUSG00000026348",
1139
  "ENSMUSG00000026358",
 
1140
  "ENSMUSG00000026368",
1141
  "ENSMUSG00000026384",
1142
  "ENSMUSG00000026387",
@@ -1148,12 +1130,11 @@
1148
  "ENSMUSG00000026415",
1149
  "ENSMUSG00000026417",
1150
  "ENSMUSG00000026418",
 
1151
  "ENSMUSG00000026421",
1152
  "ENSMUSG00000026424",
1153
  "ENSMUSG00000026429",
1154
- "ENSMUSG00000026437",
1155
  "ENSMUSG00000026442",
1156
- "ENSMUSG00000026452",
1157
  "ENSMUSG00000026456",
1158
  "ENSMUSG00000026458",
1159
  "ENSMUSG00000026459",
@@ -1163,11 +1144,13 @@
1163
  "ENSMUSG00000026504",
1164
  "ENSMUSG00000026514",
1165
  "ENSMUSG00000026523",
 
1166
  "ENSMUSG00000026527",
1167
  "ENSMUSG00000026542",
1168
  "ENSMUSG00000026544",
1169
  "ENSMUSG00000026548",
1170
  "ENSMUSG00000026558",
 
1171
  "ENSMUSG00000026566",
1172
  "ENSMUSG00000026572",
1173
  "ENSMUSG00000026573",
@@ -1199,7 +1182,6 @@
1199
  "ENSMUSG00000026736",
1200
  "ENSMUSG00000026737",
1201
  "ENSMUSG00000026749",
1202
- "ENSMUSG00000026761",
1203
  "ENSMUSG00000026764",
1204
  "ENSMUSG00000026786",
1205
  "ENSMUSG00000026787",
@@ -1207,12 +1189,13 @@
1207
  "ENSMUSG00000026791",
1208
  "ENSMUSG00000026792",
1209
  "ENSMUSG00000026797",
 
1210
  "ENSMUSG00000026814",
1211
  "ENSMUSG00000026817",
1212
  "ENSMUSG00000026818",
1213
  "ENSMUSG00000026820",
1214
  "ENSMUSG00000026822",
1215
- "ENSMUSG00000026824",
1216
  "ENSMUSG00000026830",
1217
  "ENSMUSG00000026831",
1218
  "ENSMUSG00000026833",
@@ -1222,8 +1205,6 @@
1222
  "ENSMUSG00000026849",
1223
  "ENSMUSG00000026853",
1224
  "ENSMUSG00000026854",
1225
- "ENSMUSG00000026873",
1226
- "ENSMUSG00000026874",
1227
  "ENSMUSG00000026875",
1228
  "ENSMUSG00000026879",
1229
  "ENSMUSG00000026888",
@@ -1236,24 +1217,25 @@
1236
  "ENSMUSG00000026938",
1237
  "ENSMUSG00000026939",
1238
  "ENSMUSG00000026944",
 
1239
  "ENSMUSG00000026961",
1240
  "ENSMUSG00000026972",
1241
  "ENSMUSG00000026976",
1242
  "ENSMUSG00000026981",
1243
  "ENSMUSG00000026991",
1244
- "ENSMUSG00000027001",
1245
  "ENSMUSG00000027070",
 
1246
  "ENSMUSG00000027072",
1247
  "ENSMUSG00000027073",
1248
  "ENSMUSG00000027076",
1249
  "ENSMUSG00000027077",
1250
  "ENSMUSG00000027078",
 
1251
  "ENSMUSG00000027102",
1252
  "ENSMUSG00000027107",
1253
  "ENSMUSG00000027163",
1254
- "ENSMUSG00000027167",
1255
  "ENSMUSG00000027173",
1256
- "ENSMUSG00000027189",
1257
  "ENSMUSG00000027199",
1258
  "ENSMUSG00000027202",
1259
  "ENSMUSG00000027204",
@@ -1261,6 +1243,7 @@
1261
  "ENSMUSG00000027221",
1262
  "ENSMUSG00000027227",
1263
  "ENSMUSG00000027238",
 
1264
  "ENSMUSG00000027261",
1265
  "ENSMUSG00000027273",
1266
  "ENSMUSG00000027286",
@@ -1278,18 +1261,16 @@
1278
  "ENSMUSG00000027386",
1279
  "ENSMUSG00000027398",
1280
  "ENSMUSG00000027400",
1281
- "ENSMUSG00000027412",
1282
  "ENSMUSG00000027416",
1283
  "ENSMUSG00000027419",
1284
  "ENSMUSG00000027428",
1285
- "ENSMUSG00000027434",
1286
  "ENSMUSG00000027435",
1287
  "ENSMUSG00000027438",
1288
  "ENSMUSG00000027446",
1289
  "ENSMUSG00000027447",
1290
- "ENSMUSG00000027457",
1291
  "ENSMUSG00000027460",
1292
- "ENSMUSG00000027463",
1293
  "ENSMUSG00000027475",
1294
  "ENSMUSG00000027483",
1295
  "ENSMUSG00000027485",
@@ -1314,6 +1295,7 @@
1314
  "ENSMUSG00000027583",
1315
  "ENSMUSG00000027584",
1316
  "ENSMUSG00000027611",
 
1317
  "ENSMUSG00000027639",
1318
  "ENSMUSG00000027652",
1319
  "ENSMUSG00000027656",
@@ -1321,6 +1303,7 @@
1321
  "ENSMUSG00000027669",
1322
  "ENSMUSG00000027670",
1323
  "ENSMUSG00000027674",
 
1324
  "ENSMUSG00000027712",
1325
  "ENSMUSG00000027713",
1326
  "ENSMUSG00000027716",
@@ -1330,12 +1313,11 @@
1330
  "ENSMUSG00000027750",
1331
  "ENSMUSG00000027752",
1332
  "ENSMUSG00000027761",
1333
- "ENSMUSG00000027784",
1334
  "ENSMUSG00000027796",
1335
  "ENSMUSG00000027797",
1336
  "ENSMUSG00000027800",
1337
  "ENSMUSG00000027801",
1338
- "ENSMUSG00000027805",
1339
  "ENSMUSG00000027827",
1340
  "ENSMUSG00000027832",
1341
  "ENSMUSG00000027833",
@@ -1353,7 +1335,6 @@
1353
  "ENSMUSG00000027896",
1354
  "ENSMUSG00000027908",
1355
  "ENSMUSG00000027912",
1356
- "ENSMUSG00000027923",
1357
  "ENSMUSG00000027931",
1358
  "ENSMUSG00000027933",
1359
  "ENSMUSG00000027935",
@@ -1363,6 +1344,8 @@
1363
  "ENSMUSG00000027962",
1364
  "ENSMUSG00000027977",
1365
  "ENSMUSG00000027978",
 
 
1366
  "ENSMUSG00000027996",
1367
  "ENSMUSG00000027997",
1368
  "ENSMUSG00000027998",
@@ -1371,17 +1354,21 @@
1371
  "ENSMUSG00000028011",
1372
  "ENSMUSG00000028017",
1373
  "ENSMUSG00000028031",
 
1374
  "ENSMUSG00000028037",
1375
  "ENSMUSG00000028047",
1376
  "ENSMUSG00000028059",
1377
  "ENSMUSG00000028069",
1378
  "ENSMUSG00000028071",
1379
  "ENSMUSG00000028078",
 
1380
  "ENSMUSG00000028100",
1381
  "ENSMUSG00000028102",
1382
  "ENSMUSG00000028108",
1383
  "ENSMUSG00000028111",
1384
  "ENSMUSG00000028116",
 
 
1385
  "ENSMUSG00000028139",
1386
  "ENSMUSG00000028148",
1387
  "ENSMUSG00000028167",
@@ -1399,7 +1386,6 @@
1399
  "ENSMUSG00000028328",
1400
  "ENSMUSG00000028332",
1401
  "ENSMUSG00000028334",
1402
- "ENSMUSG00000028347",
1403
  "ENSMUSG00000028354",
1404
  "ENSMUSG00000028356",
1405
  "ENSMUSG00000028362",
@@ -1410,15 +1396,16 @@
1410
  "ENSMUSG00000028411",
1411
  "ENSMUSG00000028412",
1412
  "ENSMUSG00000028415",
 
1413
  "ENSMUSG00000028427",
1414
  "ENSMUSG00000028435",
 
1415
  "ENSMUSG00000028444",
1416
  "ENSMUSG00000028445",
1417
  "ENSMUSG00000028459",
1418
  "ENSMUSG00000028460",
1419
  "ENSMUSG00000028461",
1420
  "ENSMUSG00000028464",
1421
- "ENSMUSG00000028468",
1422
  "ENSMUSG00000028494",
1423
  "ENSMUSG00000028524",
1424
  "ENSMUSG00000028528",
@@ -1447,7 +1434,6 @@
1447
  "ENSMUSG00000028713",
1448
  "ENSMUSG00000028715",
1449
  "ENSMUSG00000028716",
1450
- "ENSMUSG00000028736",
1451
  "ENSMUSG00000028744",
1452
  "ENSMUSG00000028766",
1453
  "ENSMUSG00000028773",
@@ -1460,9 +1446,7 @@
1460
  "ENSMUSG00000028832",
1461
  "ENSMUSG00000028833",
1462
  "ENSMUSG00000028836",
1463
- "ENSMUSG00000028845",
1464
  "ENSMUSG00000028850",
1465
- "ENSMUSG00000028865",
1466
  "ENSMUSG00000028871",
1467
  "ENSMUSG00000028876",
1468
  "ENSMUSG00000028884",
@@ -1492,17 +1476,18 @@
1492
  "ENSMUSG00000029126",
1493
  "ENSMUSG00000029127",
1494
  "ENSMUSG00000029151",
 
1495
  "ENSMUSG00000029163",
1496
  "ENSMUSG00000029168",
 
1497
  "ENSMUSG00000029188",
1498
  "ENSMUSG00000029193",
1499
- "ENSMUSG00000029199",
1500
  "ENSMUSG00000029205",
1501
- "ENSMUSG00000029211",
1502
  "ENSMUSG00000029212",
1503
  "ENSMUSG00000029219",
1504
  "ENSMUSG00000029223",
1505
  "ENSMUSG00000029228",
 
1506
  "ENSMUSG00000029249",
1507
  "ENSMUSG00000029263",
1508
  "ENSMUSG00000029267",
@@ -1513,6 +1498,7 @@
1513
  "ENSMUSG00000029306",
1514
  "ENSMUSG00000029307",
1515
  "ENSMUSG00000029309",
 
1516
  "ENSMUSG00000029326",
1517
  "ENSMUSG00000029343",
1518
  "ENSMUSG00000029346",
@@ -1522,6 +1508,7 @@
1522
  "ENSMUSG00000029372",
1523
  "ENSMUSG00000029373",
1524
  "ENSMUSG00000029375",
 
1525
  "ENSMUSG00000029378",
1526
  "ENSMUSG00000029379",
1527
  "ENSMUSG00000029380",
@@ -1531,7 +1518,6 @@
1531
  "ENSMUSG00000029417",
1532
  "ENSMUSG00000029436",
1533
  "ENSMUSG00000029445",
1534
- "ENSMUSG00000029452",
1535
  "ENSMUSG00000029461",
1536
  "ENSMUSG00000029467",
1537
  "ENSMUSG00000029468",
@@ -1556,15 +1542,16 @@
1556
  "ENSMUSG00000029621",
1557
  "ENSMUSG00000029641",
1558
  "ENSMUSG00000029648",
 
1559
  "ENSMUSG00000029661",
1560
  "ENSMUSG00000029664",
1561
  "ENSMUSG00000029671",
1562
  "ENSMUSG00000029675",
1563
  "ENSMUSG00000029683",
1564
  "ENSMUSG00000029700",
1565
- "ENSMUSG00000029708",
1566
  "ENSMUSG00000029712",
1567
  "ENSMUSG00000029718",
 
1568
  "ENSMUSG00000029757",
1569
  "ENSMUSG00000029761",
1570
  "ENSMUSG00000029762",
@@ -1575,7 +1562,6 @@
1575
  "ENSMUSG00000029810",
1576
  "ENSMUSG00000029816",
1577
  "ENSMUSG00000029819",
1578
- "ENSMUSG00000029829",
1579
  "ENSMUSG00000029838",
1580
  "ENSMUSG00000029843",
1581
  "ENSMUSG00000029861",
@@ -1590,7 +1576,6 @@
1590
  "ENSMUSG00000030017",
1591
  "ENSMUSG00000030022",
1592
  "ENSMUSG00000030030",
1593
- "ENSMUSG00000030031",
1594
  "ENSMUSG00000030032",
1595
  "ENSMUSG00000030043",
1596
  "ENSMUSG00000030048",
@@ -1601,9 +1586,7 @@
1601
  "ENSMUSG00000030088",
1602
  "ENSMUSG00000030092",
1603
  "ENSMUSG00000030093",
1604
- "ENSMUSG00000030096",
1605
  "ENSMUSG00000030101",
1606
- "ENSMUSG00000030102",
1607
  "ENSMUSG00000030107",
1608
  "ENSMUSG00000030108",
1609
  "ENSMUSG00000030111",
@@ -1620,7 +1603,6 @@
1620
  "ENSMUSG00000030159",
1621
  "ENSMUSG00000030161",
1622
  "ENSMUSG00000030165",
1623
- "ENSMUSG00000030168",
1624
  "ENSMUSG00000030173",
1625
  "ENSMUSG00000030209",
1626
  "ENSMUSG00000030214",
@@ -1636,7 +1618,6 @@
1636
  "ENSMUSG00000030249",
1637
  "ENSMUSG00000030256",
1638
  "ENSMUSG00000030263",
1639
- "ENSMUSG00000030270",
1640
  "ENSMUSG00000030272",
1641
  "ENSMUSG00000030278",
1642
  "ENSMUSG00000030283",
@@ -1645,17 +1626,19 @@
1645
  "ENSMUSG00000030310",
1646
  "ENSMUSG00000030317",
1647
  "ENSMUSG00000030319",
 
1648
  "ENSMUSG00000030325",
1649
  "ENSMUSG00000030337",
1650
  "ENSMUSG00000030342",
1651
- "ENSMUSG00000030347",
1652
  "ENSMUSG00000030350",
1653
  "ENSMUSG00000030351",
1654
  "ENSMUSG00000030353",
1655
  "ENSMUSG00000030359",
 
1656
  "ENSMUSG00000030376",
1657
  "ENSMUSG00000030382",
1658
  "ENSMUSG00000030399",
 
1659
  "ENSMUSG00000030402",
1660
  "ENSMUSG00000030406",
1661
  "ENSMUSG00000030410",
@@ -1663,7 +1646,6 @@
1663
  "ENSMUSG00000030427",
1664
  "ENSMUSG00000030428",
1665
  "ENSMUSG00000030433",
1666
- "ENSMUSG00000030447",
1667
  "ENSMUSG00000030450",
1668
  "ENSMUSG00000030451",
1669
  "ENSMUSG00000030468",
@@ -1682,13 +1664,14 @@
1682
  "ENSMUSG00000030545",
1683
  "ENSMUSG00000030546",
1684
  "ENSMUSG00000030549",
1685
- "ENSMUSG00000030556",
1686
  "ENSMUSG00000030560",
1687
  "ENSMUSG00000030579",
1688
  "ENSMUSG00000030584",
1689
  "ENSMUSG00000030588",
1690
  "ENSMUSG00000030605",
1691
  "ENSMUSG00000030606",
 
 
1692
  "ENSMUSG00000030638",
1693
  "ENSMUSG00000030652",
1694
  "ENSMUSG00000030659",
@@ -1701,6 +1684,7 @@
1701
  "ENSMUSG00000030711",
1702
  "ENSMUSG00000030713",
1703
  "ENSMUSG00000030717",
 
1704
  "ENSMUSG00000030730",
1705
  "ENSMUSG00000030732",
1706
  "ENSMUSG00000030742",
@@ -1731,12 +1715,13 @@
1731
  "ENSMUSG00000030954",
1732
  "ENSMUSG00000030956",
1733
  "ENSMUSG00000030963",
1734
- "ENSMUSG00000030968",
1735
  "ENSMUSG00000030994",
1736
  "ENSMUSG00000031012",
1737
  "ENSMUSG00000031022",
1738
- "ENSMUSG00000031027",
1739
  "ENSMUSG00000031028",
 
 
1740
  "ENSMUSG00000031104",
1741
  "ENSMUSG00000031105",
1742
  "ENSMUSG00000031109",
@@ -1758,26 +1743,31 @@
1758
  "ENSMUSG00000031271",
1759
  "ENSMUSG00000031278",
1760
  "ENSMUSG00000031283",
1761
- "ENSMUSG00000031292",
 
1762
  "ENSMUSG00000031297",
1763
  "ENSMUSG00000031302",
1764
  "ENSMUSG00000031342",
1765
- "ENSMUSG00000031358",
1766
  "ENSMUSG00000031360",
1767
  "ENSMUSG00000031364",
 
1768
  "ENSMUSG00000031375",
1769
  "ENSMUSG00000031376",
1770
  "ENSMUSG00000031384",
1771
  "ENSMUSG00000031385",
1772
  "ENSMUSG00000031388",
1773
  "ENSMUSG00000031390",
 
1774
  "ENSMUSG00000031425",
1775
  "ENSMUSG00000031428",
1776
  "ENSMUSG00000031432",
 
 
1777
  "ENSMUSG00000031448",
1778
  "ENSMUSG00000031451",
1779
  "ENSMUSG00000031453",
1780
  "ENSMUSG00000031461",
 
1781
  "ENSMUSG00000031478",
1782
  "ENSMUSG00000031483",
1783
  "ENSMUSG00000031489",
@@ -1809,7 +1799,7 @@
1809
  "ENSMUSG00000031722",
1810
  "ENSMUSG00000031725",
1811
  "ENSMUSG00000031734",
1812
- "ENSMUSG00000031748",
1813
  "ENSMUSG00000031750",
1814
  "ENSMUSG00000031757",
1815
  "ENSMUSG00000031760",
@@ -1832,11 +1822,11 @@
1832
  "ENSMUSG00000031849",
1833
  "ENSMUSG00000031851",
1834
  "ENSMUSG00000031871",
 
1835
  "ENSMUSG00000031880",
1836
  "ENSMUSG00000031881",
1837
  "ENSMUSG00000031883",
1838
  "ENSMUSG00000031891",
1839
- "ENSMUSG00000031893",
1840
  "ENSMUSG00000031896",
1841
  "ENSMUSG00000031903",
1842
  "ENSMUSG00000031907",
@@ -1848,6 +1838,7 @@
1848
  "ENSMUSG00000031957",
1849
  "ENSMUSG00000031958",
1850
  "ENSMUSG00000031962",
 
1851
  "ENSMUSG00000031967",
1852
  "ENSMUSG00000031969",
1853
  "ENSMUSG00000031970",
@@ -1858,10 +1849,7 @@
1858
  "ENSMUSG00000031990",
1859
  "ENSMUSG00000031994",
1860
  "ENSMUSG00000032010",
1861
- "ENSMUSG00000032017",
1862
- "ENSMUSG00000032021",
1863
  "ENSMUSG00000032036",
1864
- "ENSMUSG00000032044",
1865
  "ENSMUSG00000032046",
1866
  "ENSMUSG00000032057",
1867
  "ENSMUSG00000032060",
@@ -1879,8 +1867,10 @@
1879
  "ENSMUSG00000032101",
1880
  "ENSMUSG00000032103",
1881
  "ENSMUSG00000032118",
 
1882
  "ENSMUSG00000032123",
1883
  "ENSMUSG00000032125",
 
1884
  "ENSMUSG00000032128",
1885
  "ENSMUSG00000032131",
1886
  "ENSMUSG00000032172",
@@ -1888,7 +1878,6 @@
1888
  "ENSMUSG00000032182",
1889
  "ENSMUSG00000032186",
1890
  "ENSMUSG00000032192",
1891
- "ENSMUSG00000032224",
1892
  "ENSMUSG00000032226",
1893
  "ENSMUSG00000032257",
1894
  "ENSMUSG00000032262",
@@ -1910,17 +1899,18 @@
1910
  "ENSMUSG00000032359",
1911
  "ENSMUSG00000032360",
1912
  "ENSMUSG00000032363",
 
1913
  "ENSMUSG00000032368",
1914
  "ENSMUSG00000032372",
1915
  "ENSMUSG00000032380",
1916
  "ENSMUSG00000032387",
1917
  "ENSMUSG00000032401",
1918
- "ENSMUSG00000032417",
1919
  "ENSMUSG00000032452",
1920
  "ENSMUSG00000032470",
1921
  "ENSMUSG00000032473",
1922
  "ENSMUSG00000032482",
1923
  "ENSMUSG00000032484",
 
1924
  "ENSMUSG00000032492",
1925
  "ENSMUSG00000032495",
1926
  "ENSMUSG00000032496",
@@ -1935,12 +1925,14 @@
1935
  "ENSMUSG00000032553",
1936
  "ENSMUSG00000032554",
1937
  "ENSMUSG00000032556",
 
1938
  "ENSMUSG00000032565",
1939
  "ENSMUSG00000032572",
1940
  "ENSMUSG00000032579",
1941
  "ENSMUSG00000032589",
1942
  "ENSMUSG00000032615",
1943
  "ENSMUSG00000032625",
 
1944
  "ENSMUSG00000032661",
1945
  "ENSMUSG00000032673",
1946
  "ENSMUSG00000032679",
@@ -1953,9 +1945,7 @@
1953
  "ENSMUSG00000032763",
1954
  "ENSMUSG00000032766",
1955
  "ENSMUSG00000032769",
1956
- "ENSMUSG00000032773",
1957
  "ENSMUSG00000032788",
1958
- "ENSMUSG00000032808",
1959
  "ENSMUSG00000032818",
1960
  "ENSMUSG00000032826",
1961
  "ENSMUSG00000032841",
@@ -1991,7 +1981,6 @@
1991
  "ENSMUSG00000033249",
1992
  "ENSMUSG00000033253",
1993
  "ENSMUSG00000033287",
1994
- "ENSMUSG00000033313",
1995
  "ENSMUSG00000033316",
1996
  "ENSMUSG00000033327",
1997
  "ENSMUSG00000033350",
@@ -2030,19 +2019,18 @@
2030
  "ENSMUSG00000033981",
2031
  "ENSMUSG00000033983",
2032
  "ENSMUSG00000034000",
2033
- "ENSMUSG00000034021",
2034
  "ENSMUSG00000034035",
 
2035
  "ENSMUSG00000034108",
2036
  "ENSMUSG00000034112",
2037
  "ENSMUSG00000034139",
2038
- "ENSMUSG00000034145",
2039
  "ENSMUSG00000034151",
2040
  "ENSMUSG00000034161",
2041
  "ENSMUSG00000034171",
2042
  "ENSMUSG00000034177",
2043
- "ENSMUSG00000034190",
2044
  "ENSMUSG00000034194",
2045
  "ENSMUSG00000034209",
 
2046
  "ENSMUSG00000034227",
2047
  "ENSMUSG00000034248",
2048
  "ENSMUSG00000034274",
@@ -2051,21 +2039,18 @@
2051
  "ENSMUSG00000034359",
2052
  "ENSMUSG00000034412",
2053
  "ENSMUSG00000034416",
2054
- "ENSMUSG00000034429",
2055
  "ENSMUSG00000034438",
2056
- "ENSMUSG00000034449",
2057
  "ENSMUSG00000034450",
2058
  "ENSMUSG00000034457",
2059
  "ENSMUSG00000034459",
2060
  "ENSMUSG00000034467",
2061
  "ENSMUSG00000034471",
2062
- "ENSMUSG00000034472",
2063
  "ENSMUSG00000034488",
2064
  "ENSMUSG00000034528",
2065
  "ENSMUSG00000034532",
 
2066
  "ENSMUSG00000034634",
2067
  "ENSMUSG00000034639",
2068
- "ENSMUSG00000034641",
2069
  "ENSMUSG00000034648",
2070
  "ENSMUSG00000034652",
2071
  "ENSMUSG00000034664",
@@ -2091,9 +2076,7 @@
2091
  "ENSMUSG00000034872",
2092
  "ENSMUSG00000034906",
2093
  "ENSMUSG00000034911",
2094
- "ENSMUSG00000034912",
2095
  "ENSMUSG00000034923",
2096
- "ENSMUSG00000034936",
2097
  "ENSMUSG00000034947",
2098
  "ENSMUSG00000034958",
2099
  "ENSMUSG00000034968",
@@ -2106,10 +2089,12 @@
2106
  "ENSMUSG00000035109",
2107
  "ENSMUSG00000035165",
2108
  "ENSMUSG00000035171",
 
2109
  "ENSMUSG00000035186",
2110
  "ENSMUSG00000035237",
2111
  "ENSMUSG00000035246",
2112
  "ENSMUSG00000035295",
 
2113
  "ENSMUSG00000035311",
2114
  "ENSMUSG00000035352",
2115
  "ENSMUSG00000035355",
@@ -2131,6 +2116,7 @@
2131
  "ENSMUSG00000035686",
2132
  "ENSMUSG00000035713",
2133
  "ENSMUSG00000035754",
 
2134
  "ENSMUSG00000035769",
2135
  "ENSMUSG00000035775",
2136
  "ENSMUSG00000035783",
@@ -2153,8 +2139,6 @@
2153
  "ENSMUSG00000036023",
2154
  "ENSMUSG00000036027",
2155
  "ENSMUSG00000036046",
2156
- "ENSMUSG00000036057",
2157
- "ENSMUSG00000036061",
2158
  "ENSMUSG00000036067",
2159
  "ENSMUSG00000036083",
2160
  "ENSMUSG00000036095",
@@ -2179,6 +2163,7 @@
2179
  "ENSMUSG00000036362",
2180
  "ENSMUSG00000036390",
2181
  "ENSMUSG00000036395",
 
2182
  "ENSMUSG00000036422",
2183
  "ENSMUSG00000036435",
2184
  "ENSMUSG00000036437",
@@ -2187,6 +2172,7 @@
2187
  "ENSMUSG00000036466",
2188
  "ENSMUSG00000036469",
2189
  "ENSMUSG00000036503",
 
2190
  "ENSMUSG00000036564",
2191
  "ENSMUSG00000036570",
2192
  "ENSMUSG00000036578",
@@ -2197,12 +2183,11 @@
2197
  "ENSMUSG00000036606",
2198
  "ENSMUSG00000036634",
2199
  "ENSMUSG00000036636",
2200
- "ENSMUSG00000036639",
2201
  "ENSMUSG00000036655",
2202
  "ENSMUSG00000036699",
2203
  "ENSMUSG00000036737",
2204
- "ENSMUSG00000036745",
2205
  "ENSMUSG00000036766",
 
2206
  "ENSMUSG00000036777",
2207
  "ENSMUSG00000036800",
2208
  "ENSMUSG00000036814",
@@ -2212,7 +2197,6 @@
2212
  "ENSMUSG00000036854",
2213
  "ENSMUSG00000036858",
2214
  "ENSMUSG00000036872",
2215
- "ENSMUSG00000036885",
2216
  "ENSMUSG00000036887",
2217
  "ENSMUSG00000036892",
2218
  "ENSMUSG00000036896",
@@ -2225,7 +2209,6 @@
2225
  "ENSMUSG00000036931",
2226
  "ENSMUSG00000036938",
2227
  "ENSMUSG00000036941",
2228
- "ENSMUSG00000036949",
2229
  "ENSMUSG00000036961",
2230
  "ENSMUSG00000036972",
2231
  "ENSMUSG00000036975",
@@ -2246,10 +2229,12 @@
2246
  "ENSMUSG00000037171",
2247
  "ENSMUSG00000037196",
2248
  "ENSMUSG00000037202",
 
2249
  "ENSMUSG00000037278",
2250
  "ENSMUSG00000037280",
2251
  "ENSMUSG00000037306",
2252
  "ENSMUSG00000037344",
 
2253
  "ENSMUSG00000037348",
2254
  "ENSMUSG00000037362",
2255
  "ENSMUSG00000037379",
@@ -2270,17 +2255,15 @@
2270
  "ENSMUSG00000037636",
2271
  "ENSMUSG00000037638",
2272
  "ENSMUSG00000037649",
2273
- "ENSMUSG00000037653",
2274
  "ENSMUSG00000037656",
2275
  "ENSMUSG00000037664",
2276
  "ENSMUSG00000037706",
2277
- "ENSMUSG00000037709",
2278
  "ENSMUSG00000037716",
2279
  "ENSMUSG00000037735",
2280
- "ENSMUSG00000037736",
2281
  "ENSMUSG00000037747",
 
2282
  "ENSMUSG00000037754",
2283
- "ENSMUSG00000037759",
2284
  "ENSMUSG00000037797",
2285
  "ENSMUSG00000037798",
2286
  "ENSMUSG00000037816",
@@ -2288,6 +2271,7 @@
2288
  "ENSMUSG00000037852",
2289
  "ENSMUSG00000037936",
2290
  "ENSMUSG00000037944",
 
2291
  "ENSMUSG00000037977",
2292
  "ENSMUSG00000037984",
2293
  "ENSMUSG00000037989",
@@ -2298,7 +2282,6 @@
2298
  "ENSMUSG00000038023",
2299
  "ENSMUSG00000038026",
2300
  "ENSMUSG00000038034",
2301
- "ENSMUSG00000038037",
2302
  "ENSMUSG00000038067",
2303
  "ENSMUSG00000038077",
2304
  "ENSMUSG00000038086",
@@ -2312,9 +2295,9 @@
2312
  "ENSMUSG00000038173",
2313
  "ENSMUSG00000038179",
2314
  "ENSMUSG00000038188",
 
2315
  "ENSMUSG00000038204",
2316
  "ENSMUSG00000038216",
2317
- "ENSMUSG00000038217",
2318
  "ENSMUSG00000038224",
2319
  "ENSMUSG00000038235",
2320
  "ENSMUSG00000038239",
@@ -2326,20 +2309,17 @@
2326
  "ENSMUSG00000038304",
2327
  "ENSMUSG00000038312",
2328
  "ENSMUSG00000038346",
2329
- "ENSMUSG00000038347",
2330
  "ENSMUSG00000038352",
2331
- "ENSMUSG00000038354",
2332
  "ENSMUSG00000038357",
2333
  "ENSMUSG00000038370",
2334
  "ENSMUSG00000038388",
2335
  "ENSMUSG00000038400",
2336
  "ENSMUSG00000038402",
2337
  "ENSMUSG00000038408",
2338
- "ENSMUSG00000038415",
2339
  "ENSMUSG00000038417",
2340
  "ENSMUSG00000038421",
 
2341
  "ENSMUSG00000038486",
2342
- "ENSMUSG00000038496",
2343
  "ENSMUSG00000038508",
2344
  "ENSMUSG00000038510",
2345
  "ENSMUSG00000038517",
@@ -2348,7 +2328,6 @@
2348
  "ENSMUSG00000038530",
2349
  "ENSMUSG00000038540",
2350
  "ENSMUSG00000038552",
2351
- "ENSMUSG00000038555",
2352
  "ENSMUSG00000038567",
2353
  "ENSMUSG00000038576",
2354
  "ENSMUSG00000038580",
@@ -2361,13 +2340,14 @@
2361
  "ENSMUSG00000038644",
2362
  "ENSMUSG00000038670",
2363
  "ENSMUSG00000038692",
2364
- "ENSMUSG00000038695",
2365
  "ENSMUSG00000038700",
2366
  "ENSMUSG00000038704",
2367
  "ENSMUSG00000038725",
2368
  "ENSMUSG00000038738",
2369
  "ENSMUSG00000038742",
2370
  "ENSMUSG00000038754",
 
 
2371
  "ENSMUSG00000038791",
2372
  "ENSMUSG00000038793",
2373
  "ENSMUSG00000038805",
@@ -2378,12 +2358,12 @@
2378
  "ENSMUSG00000038884",
2379
  "ENSMUSG00000038893",
2380
  "ENSMUSG00000038902",
 
2381
  "ENSMUSG00000038936",
2382
  "ENSMUSG00000038984",
2383
  "ENSMUSG00000039004",
2384
  "ENSMUSG00000039037",
2385
  "ENSMUSG00000039057",
2386
- "ENSMUSG00000039058",
2387
  "ENSMUSG00000039059",
2388
  "ENSMUSG00000039068",
2389
  "ENSMUSG00000039070",
@@ -2410,17 +2390,17 @@
2410
  "ENSMUSG00000039323",
2411
  "ENSMUSG00000039345",
2412
  "ENSMUSG00000039347",
 
2413
  "ENSMUSG00000039357",
2414
  "ENSMUSG00000039372",
2415
  "ENSMUSG00000039375",
2416
  "ENSMUSG00000039376",
 
2417
  "ENSMUSG00000039382",
2418
  "ENSMUSG00000039385",
2419
  "ENSMUSG00000039391",
2420
  "ENSMUSG00000039395",
2421
  "ENSMUSG00000039405",
2422
- "ENSMUSG00000039410",
2423
- "ENSMUSG00000039419",
2424
  "ENSMUSG00000039427",
2425
  "ENSMUSG00000039438",
2426
  "ENSMUSG00000039450",
@@ -2430,19 +2410,21 @@
2430
  "ENSMUSG00000039476",
2431
  "ENSMUSG00000039483",
2432
  "ENSMUSG00000039485",
 
2433
  "ENSMUSG00000039521",
2434
  "ENSMUSG00000039533",
2435
  "ENSMUSG00000039542",
2436
  "ENSMUSG00000039546",
2437
  "ENSMUSG00000039552",
2438
  "ENSMUSG00000039556",
 
2439
  "ENSMUSG00000039601",
2440
  "ENSMUSG00000039632",
2441
  "ENSMUSG00000039633",
2442
  "ENSMUSG00000039634",
 
2443
  "ENSMUSG00000039661",
2444
  "ENSMUSG00000039672",
2445
- "ENSMUSG00000039699",
2446
  "ENSMUSG00000039706",
2447
  "ENSMUSG00000039710",
2448
  "ENSMUSG00000039714",
@@ -2452,6 +2434,7 @@
2452
  "ENSMUSG00000039809",
2453
  "ENSMUSG00000039826",
2454
  "ENSMUSG00000039830",
 
2455
  "ENSMUSG00000039860",
2456
  "ENSMUSG00000039878",
2457
  "ENSMUSG00000039904",
@@ -2472,6 +2455,7 @@
2472
  "ENSMUSG00000040134",
2473
  "ENSMUSG00000040138",
2474
  "ENSMUSG00000040163",
 
2475
  "ENSMUSG00000040170",
2476
  "ENSMUSG00000040181",
2477
  "ENSMUSG00000040183",
@@ -2500,6 +2484,7 @@
2500
  "ENSMUSG00000040441",
2501
  "ENSMUSG00000040447",
2502
  "ENSMUSG00000040485",
 
2503
  "ENSMUSG00000040511",
2504
  "ENSMUSG00000040524",
2505
  "ENSMUSG00000040533",
@@ -2507,10 +2492,10 @@
2507
  "ENSMUSG00000040552",
2508
  "ENSMUSG00000040564",
2509
  "ENSMUSG00000040592",
 
2510
  "ENSMUSG00000040627",
2511
  "ENSMUSG00000040629",
2512
  "ENSMUSG00000040648",
2513
- "ENSMUSG00000040669",
2514
  "ENSMUSG00000040694",
2515
  "ENSMUSG00000040703",
2516
  "ENSMUSG00000040724",
@@ -2540,12 +2525,10 @@
2540
  "ENSMUSG00000041014",
2541
  "ENSMUSG00000041046",
2542
  "ENSMUSG00000041052",
2543
- "ENSMUSG00000041073",
2544
  "ENSMUSG00000041078",
2545
  "ENSMUSG00000041120",
2546
  "ENSMUSG00000041134",
2547
  "ENSMUSG00000041141",
2548
- "ENSMUSG00000041161",
2549
  "ENSMUSG00000041202",
2550
  "ENSMUSG00000041205",
2551
  "ENSMUSG00000041241",
@@ -2560,7 +2543,6 @@
2560
  "ENSMUSG00000041377",
2561
  "ENSMUSG00000041378",
2562
  "ENSMUSG00000041380",
2563
- "ENSMUSG00000041415",
2564
  "ENSMUSG00000041420",
2565
  "ENSMUSG00000041423",
2566
  "ENSMUSG00000041429",
@@ -2568,6 +2550,7 @@
2568
  "ENSMUSG00000041460",
2569
  "ENSMUSG00000041476",
2570
  "ENSMUSG00000041479",
 
2571
  "ENSMUSG00000041515",
2572
  "ENSMUSG00000041540",
2573
  "ENSMUSG00000041556",
@@ -2576,6 +2559,7 @@
2576
  "ENSMUSG00000041577",
2577
  "ENSMUSG00000041607",
2578
  "ENSMUSG00000041616",
 
2579
  "ENSMUSG00000041633",
2580
  "ENSMUSG00000041644",
2581
  "ENSMUSG00000041654",
@@ -2603,13 +2587,12 @@
2603
  "ENSMUSG00000042046",
2604
  "ENSMUSG00000042066",
2605
  "ENSMUSG00000042078",
 
2606
  "ENSMUSG00000042116",
2607
  "ENSMUSG00000042118",
2608
  "ENSMUSG00000042129",
2609
- "ENSMUSG00000042156",
2610
  "ENSMUSG00000042179",
2611
  "ENSMUSG00000042182",
2612
- "ENSMUSG00000042185",
2613
  "ENSMUSG00000042240",
2614
  "ENSMUSG00000042246",
2615
  "ENSMUSG00000042248",
@@ -2617,7 +2600,7 @@
2617
  "ENSMUSG00000042254",
2618
  "ENSMUSG00000042262",
2619
  "ENSMUSG00000042265",
2620
- "ENSMUSG00000042268",
2621
  "ENSMUSG00000042275",
2622
  "ENSMUSG00000042282",
2623
  "ENSMUSG00000042308",
@@ -2642,11 +2625,11 @@
2642
  "ENSMUSG00000042529",
2643
  "ENSMUSG00000042532",
2644
  "ENSMUSG00000042540",
 
2645
  "ENSMUSG00000042589",
2646
  "ENSMUSG00000042604",
2647
  "ENSMUSG00000042607",
2648
  "ENSMUSG00000042628",
2649
- "ENSMUSG00000042642",
2650
  "ENSMUSG00000042662",
2651
  "ENSMUSG00000042671",
2652
  "ENSMUSG00000042678",
@@ -2658,8 +2641,10 @@
2658
  "ENSMUSG00000042770",
2659
  "ENSMUSG00000042784",
2660
  "ENSMUSG00000042787",
 
2661
  "ENSMUSG00000042804",
2662
  "ENSMUSG00000042808",
 
2663
  "ENSMUSG00000042842",
2664
  "ENSMUSG00000042845",
2665
  "ENSMUSG00000042846",
@@ -2670,6 +2655,7 @@
2670
  "ENSMUSG00000043013",
2671
  "ENSMUSG00000043020",
2672
  "ENSMUSG00000043050",
 
2673
  "ENSMUSG00000043068",
2674
  "ENSMUSG00000043110",
2675
  "ENSMUSG00000043122",
@@ -2677,7 +2663,6 @@
2677
  "ENSMUSG00000043164",
2678
  "ENSMUSG00000043230",
2679
  "ENSMUSG00000043243",
2680
- "ENSMUSG00000043251",
2681
  "ENSMUSG00000043257",
2682
  "ENSMUSG00000043366",
2683
  "ENSMUSG00000043421",
@@ -2685,13 +2670,15 @@
2685
  "ENSMUSG00000043448",
2686
  "ENSMUSG00000043458",
2687
  "ENSMUSG00000043460",
 
2688
  "ENSMUSG00000043467",
2689
  "ENSMUSG00000043501",
2690
- "ENSMUSG00000043531",
2691
  "ENSMUSG00000043556",
 
2692
  "ENSMUSG00000043613",
2693
  "ENSMUSG00000043671",
2694
  "ENSMUSG00000043673",
 
2695
  "ENSMUSG00000043753",
2696
  "ENSMUSG00000043760",
2697
  "ENSMUSG00000043807",
@@ -2699,11 +2686,10 @@
2699
  "ENSMUSG00000043832",
2700
  "ENSMUSG00000043833",
2701
  "ENSMUSG00000043932",
2702
- "ENSMUSG00000043953",
2703
  "ENSMUSG00000043999",
2704
  "ENSMUSG00000044005",
2705
  "ENSMUSG00000044006",
2706
- "ENSMUSG00000044037",
2707
  "ENSMUSG00000044041",
2708
  "ENSMUSG00000044043",
2709
  "ENSMUSG00000044052",
@@ -2719,6 +2705,7 @@
2719
  "ENSMUSG00000044206",
2720
  "ENSMUSG00000044216",
2721
  "ENSMUSG00000044217",
 
2722
  "ENSMUSG00000044252",
2723
  "ENSMUSG00000044258",
2724
  "ENSMUSG00000044276",
@@ -2734,23 +2721,19 @@
2734
  "ENSMUSG00000044362",
2735
  "ENSMUSG00000044390",
2736
  "ENSMUSG00000044400",
2737
- "ENSMUSG00000044429",
2738
  "ENSMUSG00000044430",
2739
- "ENSMUSG00000044465",
2740
  "ENSMUSG00000044469",
2741
- "ENSMUSG00000044475",
2742
  "ENSMUSG00000044502",
2743
  "ENSMUSG00000044519",
2744
  "ENSMUSG00000044526",
 
2745
  "ENSMUSG00000044551",
2746
  "ENSMUSG00000044583",
2747
  "ENSMUSG00000044594",
2748
- "ENSMUSG00000044636",
2749
  "ENSMUSG00000044647",
2750
  "ENSMUSG00000044674",
2751
  "ENSMUSG00000044676",
2752
  "ENSMUSG00000044689",
2753
- "ENSMUSG00000044707",
2754
  "ENSMUSG00000044708",
2755
  "ENSMUSG00000044734",
2756
  "ENSMUSG00000044748",
@@ -2760,14 +2743,11 @@
2760
  "ENSMUSG00000044835",
2761
  "ENSMUSG00000044847",
2762
  "ENSMUSG00000044860",
2763
- "ENSMUSG00000044906",
2764
  "ENSMUSG00000044912",
2765
  "ENSMUSG00000044921",
2766
  "ENSMUSG00000044938",
2767
- "ENSMUSG00000044968",
2768
  "ENSMUSG00000044982",
2769
  "ENSMUSG00000044988",
2770
- "ENSMUSG00000045007",
2771
  "ENSMUSG00000045027",
2772
  "ENSMUSG00000045083",
2773
  "ENSMUSG00000045087",
@@ -2775,6 +2755,7 @@
2775
  "ENSMUSG00000045100",
2776
  "ENSMUSG00000045103",
2777
  "ENSMUSG00000045136",
 
2778
  "ENSMUSG00000045179",
2779
  "ENSMUSG00000045201",
2780
  "ENSMUSG00000045232",
@@ -2788,23 +2769,22 @@
2788
  "ENSMUSG00000045381",
2789
  "ENSMUSG00000045410",
2790
  "ENSMUSG00000045475",
2791
- "ENSMUSG00000045498",
2792
  "ENSMUSG00000045532",
2793
  "ENSMUSG00000045538",
2794
  "ENSMUSG00000045545",
 
2795
  "ENSMUSG00000045573",
2796
  "ENSMUSG00000045594",
2797
  "ENSMUSG00000045608",
2798
  "ENSMUSG00000045613",
 
2799
  "ENSMUSG00000045625",
2800
  "ENSMUSG00000045657",
2801
  "ENSMUSG00000045664",
2802
  "ENSMUSG00000045667",
2803
  "ENSMUSG00000045689",
2804
- "ENSMUSG00000045691",
2805
  "ENSMUSG00000045731",
2806
  "ENSMUSG00000045763",
2807
- "ENSMUSG00000045790",
2808
  "ENSMUSG00000045822",
2809
  "ENSMUSG00000045930",
2810
  "ENSMUSG00000045932",
@@ -2824,9 +2804,9 @@
2824
  "ENSMUSG00000046178",
2825
  "ENSMUSG00000046182",
2826
  "ENSMUSG00000046192",
2827
- "ENSMUSG00000046207",
2828
  "ENSMUSG00000046213",
2829
  "ENSMUSG00000046240",
 
2830
  "ENSMUSG00000046259",
2831
  "ENSMUSG00000046275",
2832
  "ENSMUSG00000046317",
@@ -2839,7 +2819,6 @@
2839
  "ENSMUSG00000046447",
2840
  "ENSMUSG00000046470",
2841
  "ENSMUSG00000046480",
2842
- "ENSMUSG00000046490",
2843
  "ENSMUSG00000046491",
2844
  "ENSMUSG00000046500",
2845
  "ENSMUSG00000046523",
@@ -2848,7 +2827,6 @@
2848
  "ENSMUSG00000046607",
2849
  "ENSMUSG00000046623",
2850
  "ENSMUSG00000046637",
2851
- "ENSMUSG00000046699",
2852
  "ENSMUSG00000046709",
2853
  "ENSMUSG00000046804",
2854
  "ENSMUSG00000046811",
@@ -2856,15 +2834,16 @@
2856
  "ENSMUSG00000046818",
2857
  "ENSMUSG00000046826",
2858
  "ENSMUSG00000046834",
2859
- "ENSMUSG00000046844",
2860
  "ENSMUSG00000046856",
2861
  "ENSMUSG00000046886",
2862
  "ENSMUSG00000046947",
 
2863
  "ENSMUSG00000046959",
2864
  "ENSMUSG00000046999",
2865
  "ENSMUSG00000047003",
2866
  "ENSMUSG00000047036",
2867
  "ENSMUSG00000047037",
 
2868
  "ENSMUSG00000047098",
2869
  "ENSMUSG00000047109",
2870
  "ENSMUSG00000047216",
@@ -2875,6 +2854,7 @@
2875
  "ENSMUSG00000047281",
2876
  "ENSMUSG00000047293",
2877
  "ENSMUSG00000047330",
 
2878
  "ENSMUSG00000047388",
2879
  "ENSMUSG00000047423",
2880
  "ENSMUSG00000047428",
@@ -2882,6 +2862,7 @@
2882
  "ENSMUSG00000047473",
2883
  "ENSMUSG00000047495",
2884
  "ENSMUSG00000047501",
 
2885
  "ENSMUSG00000047517",
2886
  "ENSMUSG00000047583",
2887
  "ENSMUSG00000047613",
@@ -2895,10 +2876,8 @@
2895
  "ENSMUSG00000047797",
2896
  "ENSMUSG00000047810",
2897
  "ENSMUSG00000047842",
2898
- "ENSMUSG00000047861",
2899
  "ENSMUSG00000047875",
2900
  "ENSMUSG00000047884",
2901
- "ENSMUSG00000047909",
2902
  "ENSMUSG00000047910",
2903
  "ENSMUSG00000047911",
2904
  "ENSMUSG00000047938",
@@ -2927,7 +2906,6 @@
2927
  "ENSMUSG00000048373",
2928
  "ENSMUSG00000048387",
2929
  "ENSMUSG00000048440",
2930
- "ENSMUSG00000048450",
2931
  "ENSMUSG00000048455",
2932
  "ENSMUSG00000048480",
2933
  "ENSMUSG00000048482",
@@ -2938,7 +2916,6 @@
2938
  "ENSMUSG00000048583",
2939
  "ENSMUSG00000048621",
2940
  "ENSMUSG00000048644",
2941
- "ENSMUSG00000048707",
2942
  "ENSMUSG00000048720",
2943
  "ENSMUSG00000048728",
2944
  "ENSMUSG00000048747",
@@ -2951,18 +2928,20 @@
2951
  "ENSMUSG00000048834",
2952
  "ENSMUSG00000048856",
2953
  "ENSMUSG00000048939",
2954
- "ENSMUSG00000048978",
2955
  "ENSMUSG00000048988",
2956
  "ENSMUSG00000049037",
2957
  "ENSMUSG00000049086",
2958
  "ENSMUSG00000049093",
2959
  "ENSMUSG00000049100",
2960
  "ENSMUSG00000049107",
2961
- "ENSMUSG00000049122",
2962
  "ENSMUSG00000049128",
2963
  "ENSMUSG00000049130",
2964
  "ENSMUSG00000049134",
2965
  "ENSMUSG00000049148",
 
 
 
 
2966
  "ENSMUSG00000049281",
2967
  "ENSMUSG00000049303",
2968
  "ENSMUSG00000049314",
@@ -2972,29 +2951,23 @@
2972
  "ENSMUSG00000049353",
2973
  "ENSMUSG00000049382",
2974
  "ENSMUSG00000049404",
2975
- "ENSMUSG00000049420",
2976
  "ENSMUSG00000049421",
2977
  "ENSMUSG00000049422",
2978
- "ENSMUSG00000049436",
2979
  "ENSMUSG00000049491",
2980
- "ENSMUSG00000049493",
2981
  "ENSMUSG00000049521",
2982
  "ENSMUSG00000049551",
2983
  "ENSMUSG00000049555",
2984
- "ENSMUSG00000049598",
2985
  "ENSMUSG00000049612",
2986
  "ENSMUSG00000049624",
2987
- "ENSMUSG00000049625",
2988
  "ENSMUSG00000049641",
2989
  "ENSMUSG00000049670",
2990
  "ENSMUSG00000049685",
2991
  "ENSMUSG00000049709",
2992
- "ENSMUSG00000049721",
2993
  "ENSMUSG00000049723",
2994
  "ENSMUSG00000049807",
2995
  "ENSMUSG00000049878",
2996
  "ENSMUSG00000049892",
2997
- "ENSMUSG00000049907",
2998
  "ENSMUSG00000049939",
2999
  "ENSMUSG00000049940",
3000
  "ENSMUSG00000049950",
@@ -3031,6 +3004,7 @@
3031
  "ENSMUSG00000050503",
3032
  "ENSMUSG00000050505",
3033
  "ENSMUSG00000050538",
 
3034
  "ENSMUSG00000050558",
3035
  "ENSMUSG00000050578",
3036
  "ENSMUSG00000050625",
@@ -3049,22 +3023,20 @@
3049
  "ENSMUSG00000050854",
3050
  "ENSMUSG00000050875",
3051
  "ENSMUSG00000050919",
3052
- "ENSMUSG00000050944",
3053
- "ENSMUSG00000050947",
3054
  "ENSMUSG00000050965",
3055
  "ENSMUSG00000050967",
3056
  "ENSMUSG00000051029",
3057
- "ENSMUSG00000051041",
3058
  "ENSMUSG00000051048",
3059
  "ENSMUSG00000051067",
3060
  "ENSMUSG00000051079",
3061
  "ENSMUSG00000051159",
 
3062
  "ENSMUSG00000051209",
3063
  "ENSMUSG00000051212",
3064
  "ENSMUSG00000051228",
3065
  "ENSMUSG00000051242",
3066
  "ENSMUSG00000051279",
3067
- "ENSMUSG00000051335",
3068
  "ENSMUSG00000051346",
3069
  "ENSMUSG00000051351",
3070
  "ENSMUSG00000051359",
@@ -3099,7 +3071,7 @@
3099
  "ENSMUSG00000052221",
3100
  "ENSMUSG00000052229",
3101
  "ENSMUSG00000052271",
3102
- "ENSMUSG00000052296",
3103
  "ENSMUSG00000052299",
3104
  "ENSMUSG00000052316",
3105
  "ENSMUSG00000052336",
@@ -3108,25 +3080,26 @@
3108
  "ENSMUSG00000052387",
3109
  "ENSMUSG00000052423",
3110
  "ENSMUSG00000052435",
 
3111
  "ENSMUSG00000052520",
3112
- "ENSMUSG00000052544",
3113
  "ENSMUSG00000052551",
3114
  "ENSMUSG00000052562",
3115
  "ENSMUSG00000052581",
3116
  "ENSMUSG00000052584",
3117
  "ENSMUSG00000052613",
3118
  "ENSMUSG00000052698",
 
3119
  "ENSMUSG00000052794",
3120
  "ENSMUSG00000052854",
3121
  "ENSMUSG00000052906",
3122
  "ENSMUSG00000052955",
3123
  "ENSMUSG00000052974",
3124
  "ENSMUSG00000052981",
 
3125
  "ENSMUSG00000053024",
3126
  "ENSMUSG00000053025",
3127
  "ENSMUSG00000053044",
3128
  "ENSMUSG00000053062",
3129
- "ENSMUSG00000053080",
3130
  "ENSMUSG00000053110",
3131
  "ENSMUSG00000053111",
3132
  "ENSMUSG00000053137",
@@ -3141,7 +3114,6 @@
3141
  "ENSMUSG00000053297",
3142
  "ENSMUSG00000053310",
3143
  "ENSMUSG00000053318",
3144
- "ENSMUSG00000053353",
3145
  "ENSMUSG00000053398",
3146
  "ENSMUSG00000053469",
3147
  "ENSMUSG00000053475",
@@ -3154,7 +3126,9 @@
3154
  "ENSMUSG00000053617",
3155
  "ENSMUSG00000053644",
3156
  "ENSMUSG00000053654",
 
3157
  "ENSMUSG00000053702",
 
3158
  "ENSMUSG00000053730",
3159
  "ENSMUSG00000053765",
3160
  "ENSMUSG00000053797",
@@ -3168,7 +3142,7 @@
3168
  "ENSMUSG00000054021",
3169
  "ENSMUSG00000054072",
3170
  "ENSMUSG00000054079",
3171
- "ENSMUSG00000054134",
3172
  "ENSMUSG00000054146",
3173
  "ENSMUSG00000054162",
3174
  "ENSMUSG00000054169",
@@ -3177,8 +3151,8 @@
3177
  "ENSMUSG00000054203",
3178
  "ENSMUSG00000054206",
3179
  "ENSMUSG00000054258",
3180
- "ENSMUSG00000054263",
3181
  "ENSMUSG00000054381",
 
3182
  "ENSMUSG00000054385",
3183
  "ENSMUSG00000054400",
3184
  "ENSMUSG00000054417",
@@ -3219,9 +3193,9 @@
3219
  "ENSMUSG00000055041",
3220
  "ENSMUSG00000055061",
3221
  "ENSMUSG00000055069",
 
3222
  "ENSMUSG00000055102",
3223
  "ENSMUSG00000055128",
3224
- "ENSMUSG00000055148",
3225
  "ENSMUSG00000055170",
3226
  "ENSMUSG00000055202",
3227
  "ENSMUSG00000055214",
@@ -3249,20 +3223,21 @@
3249
  "ENSMUSG00000055761",
3250
  "ENSMUSG00000055835",
3251
  "ENSMUSG00000055865",
 
3252
  "ENSMUSG00000055912",
3253
  "ENSMUSG00000055917",
3254
  "ENSMUSG00000055937",
3255
  "ENSMUSG00000055945",
3256
- "ENSMUSG00000055991",
3257
  "ENSMUSG00000056035",
3258
  "ENSMUSG00000056054",
3259
  "ENSMUSG00000056071",
 
3260
  "ENSMUSG00000056121",
3261
  "ENSMUSG00000056162",
3262
- "ENSMUSG00000056185",
3263
  "ENSMUSG00000056222",
3264
  "ENSMUSG00000056258",
3265
  "ENSMUSG00000056267",
 
3266
  "ENSMUSG00000056290",
3267
  "ENSMUSG00000056296",
3268
  "ENSMUSG00000056328",
@@ -3272,6 +3247,7 @@
3272
  "ENSMUSG00000056427",
3273
  "ENSMUSG00000056481",
3274
  "ENSMUSG00000056486",
 
3275
  "ENSMUSG00000056515",
3276
  "ENSMUSG00000056529",
3277
  "ENSMUSG00000056569",
@@ -3286,7 +3262,6 @@
3286
  "ENSMUSG00000056973",
3287
  "ENSMUSG00000056978",
3288
  "ENSMUSG00000057003",
3289
- "ENSMUSG00000057068",
3290
  "ENSMUSG00000057123",
3291
  "ENSMUSG00000057134",
3292
  "ENSMUSG00000057143",
@@ -3329,8 +3304,6 @@
3329
  "ENSMUSG00000058589",
3330
  "ENSMUSG00000058620",
3331
  "ENSMUSG00000058669",
3332
- "ENSMUSG00000058704",
3333
- "ENSMUSG00000058715",
3334
  "ENSMUSG00000058728",
3335
  "ENSMUSG00000058740",
3336
  "ENSMUSG00000058741",
@@ -3354,29 +3327,29 @@
3354
  "ENSMUSG00000059277",
3355
  "ENSMUSG00000059280",
3356
  "ENSMUSG00000059305",
3357
- "ENSMUSG00000059323",
3358
  "ENSMUSG00000059326",
3359
  "ENSMUSG00000059361",
3360
  "ENSMUSG00000059395",
3361
  "ENSMUSG00000059412",
 
3362
  "ENSMUSG00000059430",
3363
  "ENSMUSG00000059439",
3364
- "ENSMUSG00000059463",
3365
  "ENSMUSG00000059481",
3366
  "ENSMUSG00000059498",
3367
  "ENSMUSG00000059534",
3368
  "ENSMUSG00000059639",
3369
  "ENSMUSG00000059654",
3370
  "ENSMUSG00000059668",
 
3371
  "ENSMUSG00000059741",
3372
  "ENSMUSG00000059854",
3373
  "ENSMUSG00000059857",
 
3374
  "ENSMUSG00000059908",
3375
  "ENSMUSG00000059956",
3376
  "ENSMUSG00000059974",
3377
  "ENSMUSG00000059994",
3378
  "ENSMUSG00000060002",
3379
- "ENSMUSG00000060012",
3380
  "ENSMUSG00000060044",
3381
  "ENSMUSG00000060177",
3382
  "ENSMUSG00000060180",
@@ -3385,6 +3358,7 @@
3385
  "ENSMUSG00000060204",
3386
  "ENSMUSG00000060224",
3387
  "ENSMUSG00000060240",
 
3388
  "ENSMUSG00000060284",
3389
  "ENSMUSG00000060314",
3390
  "ENSMUSG00000060317",
@@ -3392,9 +3366,9 @@
3392
  "ENSMUSG00000060397",
3393
  "ENSMUSG00000060402",
3394
  "ENSMUSG00000060407",
 
3395
  "ENSMUSG00000060459",
3396
  "ENSMUSG00000060509",
3397
- "ENSMUSG00000060534",
3398
  "ENSMUSG00000060548",
3399
  "ENSMUSG00000060560",
3400
  "ENSMUSG00000060568",
@@ -3411,7 +3385,6 @@
3411
  "ENSMUSG00000060961",
3412
  "ENSMUSG00000060962",
3413
  "ENSMUSG00000060985",
3414
- "ENSMUSG00000061039",
3415
  "ENSMUSG00000061068",
3416
  "ENSMUSG00000061080",
3417
  "ENSMUSG00000061086",
@@ -3444,6 +3417,7 @@
3444
  "ENSMUSG00000061911",
3445
  "ENSMUSG00000061959",
3446
  "ENSMUSG00000062012",
 
3447
  "ENSMUSG00000062078",
3448
  "ENSMUSG00000062082",
3449
  "ENSMUSG00000062098",
@@ -3451,13 +3425,14 @@
3451
  "ENSMUSG00000062151",
3452
  "ENSMUSG00000062181",
3453
  "ENSMUSG00000062184",
3454
- "ENSMUSG00000062252",
3455
  "ENSMUSG00000062257",
3456
  "ENSMUSG00000062309",
3457
  "ENSMUSG00000062329",
3458
  "ENSMUSG00000062345",
 
3459
  "ENSMUSG00000062380",
3460
  "ENSMUSG00000062391",
 
3461
  "ENSMUSG00000062444",
3462
  "ENSMUSG00000062478",
3463
  "ENSMUSG00000062515",
@@ -3468,15 +3443,14 @@
3468
  "ENSMUSG00000062591",
3469
  "ENSMUSG00000062609",
3470
  "ENSMUSG00000062624",
3471
- "ENSMUSG00000062751",
3472
  "ENSMUSG00000062762",
3473
- "ENSMUSG00000062785",
3474
- "ENSMUSG00000062929",
3475
  "ENSMUSG00000062949",
3476
  "ENSMUSG00000062960",
3477
  "ENSMUSG00000063011",
3478
- "ENSMUSG00000063077",
3479
  "ENSMUSG00000063089",
 
3480
  "ENSMUSG00000063177",
3481
  "ENSMUSG00000063232",
3482
  "ENSMUSG00000063234",
@@ -3488,10 +3462,8 @@
3488
  "ENSMUSG00000063434",
3489
  "ENSMUSG00000063445",
3490
  "ENSMUSG00000063522",
3491
- "ENSMUSG00000063531",
3492
  "ENSMUSG00000063590",
3493
  "ENSMUSG00000063594",
3494
- "ENSMUSG00000063600",
3495
  "ENSMUSG00000063626",
3496
  "ENSMUSG00000063632",
3497
  "ENSMUSG00000063651",
@@ -3501,23 +3473,23 @@
3501
  "ENSMUSG00000063730",
3502
  "ENSMUSG00000063767",
3503
  "ENSMUSG00000063796",
3504
- "ENSMUSG00000063849",
3505
  "ENSMUSG00000063887",
3506
  "ENSMUSG00000063903",
3507
  "ENSMUSG00000063931",
3508
  "ENSMUSG00000064023",
3509
  "ENSMUSG00000064036",
3510
- "ENSMUSG00000064037",
3511
  "ENSMUSG00000064057",
 
3512
  "ENSMUSG00000064068",
3513
  "ENSMUSG00000064080",
3514
- "ENSMUSG00000064105",
3515
  "ENSMUSG00000064115",
 
3516
  "ENSMUSG00000064140",
3517
  "ENSMUSG00000064158",
 
3518
  "ENSMUSG00000064254",
3519
  "ENSMUSG00000064293",
3520
- "ENSMUSG00000064307",
3521
  "ENSMUSG00000064325",
3522
  "ENSMUSG00000064329",
3523
  "ENSMUSG00000065987",
@@ -3560,18 +3532,16 @@
3560
  "ENSMUSG00000067341",
3561
  "ENSMUSG00000067370",
3562
  "ENSMUSG00000067377",
3563
- "ENSMUSG00000067571",
3564
  "ENSMUSG00000067586",
3565
- "ENSMUSG00000067591",
3566
  "ENSMUSG00000067594",
3567
  "ENSMUSG00000067599",
 
3568
  "ENSMUSG00000067656",
3569
  "ENSMUSG00000067704",
3570
  "ENSMUSG00000067780",
3571
  "ENSMUSG00000067786",
3572
  "ENSMUSG00000067787",
3573
  "ENSMUSG00000067818",
3574
- "ENSMUSG00000067928",
3575
  "ENSMUSG00000068037",
3576
  "ENSMUSG00000068079",
3577
  "ENSMUSG00000068083",
@@ -3589,6 +3559,8 @@
3589
  "ENSMUSG00000068335",
3590
  "ENSMUSG00000068341",
3591
  "ENSMUSG00000068373",
 
 
3592
  "ENSMUSG00000068614",
3593
  "ENSMUSG00000068663",
3594
  "ENSMUSG00000068680",
@@ -3596,15 +3568,14 @@
3596
  "ENSMUSG00000068696",
3597
  "ENSMUSG00000068697",
3598
  "ENSMUSG00000068699",
 
3599
  "ENSMUSG00000068745",
3600
- "ENSMUSG00000068747",
3601
  "ENSMUSG00000068748",
3602
  "ENSMUSG00000068762",
3603
  "ENSMUSG00000068859",
3604
  "ENSMUSG00000068874",
3605
  "ENSMUSG00000068877",
3606
  "ENSMUSG00000068923",
3607
- "ENSMUSG00000069171",
3608
  "ENSMUSG00000069208",
3609
  "ENSMUSG00000069372",
3610
  "ENSMUSG00000069441",
@@ -3616,11 +3587,9 @@
3616
  "ENSMUSG00000069805",
3617
  "ENSMUSG00000069830",
3618
  "ENSMUSG00000069835",
3619
- "ENSMUSG00000069844",
3620
  "ENSMUSG00000069855",
3621
  "ENSMUSG00000069919",
3622
  "ENSMUSG00000069922",
3623
- "ENSMUSG00000070003",
3624
  "ENSMUSG00000070044",
3625
  "ENSMUSG00000070280",
3626
  "ENSMUSG00000070304",
@@ -3630,10 +3599,8 @@
3630
  "ENSMUSG00000070348",
3631
  "ENSMUSG00000070423",
3632
  "ENSMUSG00000070427",
3633
- "ENSMUSG00000070473",
3634
  "ENSMUSG00000070504",
3635
  "ENSMUSG00000070509",
3636
- "ENSMUSG00000070527",
3637
  "ENSMUSG00000070564",
3638
  "ENSMUSG00000070570",
3639
  "ENSMUSG00000070704",
@@ -3652,7 +3619,6 @@
3652
  "ENSMUSG00000071178",
3653
  "ENSMUSG00000071181",
3654
  "ENSMUSG00000071202",
3655
- "ENSMUSG00000071229",
3656
  "ENSMUSG00000071230",
3657
  "ENSMUSG00000071341",
3658
  "ENSMUSG00000071347",
@@ -3665,8 +3631,6 @@
3665
  "ENSMUSG00000071553",
3666
  "ENSMUSG00000071561",
3667
  "ENSMUSG00000071562",
3668
- "ENSMUSG00000071632",
3669
- "ENSMUSG00000071633",
3670
  "ENSMUSG00000071636",
3671
  "ENSMUSG00000071637",
3672
  "ENSMUSG00000071649",
@@ -3675,7 +3639,7 @@
3675
  "ENSMUSG00000071657",
3676
  "ENSMUSG00000071658",
3677
  "ENSMUSG00000071661",
3678
- "ENSMUSG00000071713",
3679
  "ENSMUSG00000071722",
3680
  "ENSMUSG00000071858",
3681
  "ENSMUSG00000072235",
@@ -3683,20 +3647,25 @@
3683
  "ENSMUSG00000072423",
3684
  "ENSMUSG00000072437",
3685
  "ENSMUSG00000072473",
 
3686
  "ENSMUSG00000072572",
 
3687
  "ENSMUSG00000072625",
3688
  "ENSMUSG00000072663",
 
3689
  "ENSMUSG00000072683",
 
3690
  "ENSMUSG00000072849",
3691
  "ENSMUSG00000072941",
3692
  "ENSMUSG00000072949",
 
3693
  "ENSMUSG00000073063",
3694
  "ENSMUSG00000073096",
3695
  "ENSMUSG00000073164",
3696
  "ENSMUSG00000073176",
3697
- "ENSMUSG00000073209",
3698
  "ENSMUSG00000073236",
3699
  "ENSMUSG00000073400",
 
3700
  "ENSMUSG00000073409",
3701
  "ENSMUSG00000073418",
3702
  "ENSMUSG00000073421",
@@ -3706,6 +3675,8 @@
3706
  "ENSMUSG00000073435",
3707
  "ENSMUSG00000073436",
3708
  "ENSMUSG00000073530",
 
 
3709
  "ENSMUSG00000073599",
3710
  "ENSMUSG00000073633",
3711
  "ENSMUSG00000073680",
@@ -3730,11 +3701,13 @@
3730
  "ENSMUSG00000074336",
3731
  "ENSMUSG00000074342",
3732
  "ENSMUSG00000074375",
 
3733
  "ENSMUSG00000074388",
3734
  "ENSMUSG00000074397",
3735
  "ENSMUSG00000074472",
3736
  "ENSMUSG00000074486",
3737
  "ENSMUSG00000074491",
 
3738
  "ENSMUSG00000074622",
3739
  "ENSMUSG00000074637",
3740
  "ENSMUSG00000074646",
@@ -3744,12 +3717,12 @@
3744
  "ENSMUSG00000074673",
3745
  "ENSMUSG00000074676",
3746
  "ENSMUSG00000074731",
 
3747
  "ENSMUSG00000074758",
3748
  "ENSMUSG00000074768",
3749
- "ENSMUSG00000074785",
3750
  "ENSMUSG00000074818",
3751
  "ENSMUSG00000074825",
3752
- "ENSMUSG00000074874",
3753
  "ENSMUSG00000074896",
3754
  "ENSMUSG00000074912",
3755
  "ENSMUSG00000074919",
@@ -3759,7 +3732,6 @@
3759
  "ENSMUSG00000075010",
3760
  "ENSMUSG00000075025",
3761
  "ENSMUSG00000075044",
3762
- "ENSMUSG00000075224",
3763
  "ENSMUSG00000075270",
3764
  "ENSMUSG00000075284",
3765
  "ENSMUSG00000075324",
@@ -3768,35 +3740,42 @@
3768
  "ENSMUSG00000075402",
3769
  "ENSMUSG00000075478",
3770
  "ENSMUSG00000075528",
 
3771
  "ENSMUSG00000075553",
3772
  "ENSMUSG00000075588",
 
3773
  "ENSMUSG00000075602",
3774
  "ENSMUSG00000075707",
3775
  "ENSMUSG00000076434",
 
3776
  "ENSMUSG00000076439",
3777
- "ENSMUSG00000078235",
3778
  "ENSMUSG00000078252",
3779
  "ENSMUSG00000078307",
3780
  "ENSMUSG00000078349",
3781
- "ENSMUSG00000078435",
3782
  "ENSMUSG00000078444",
3783
  "ENSMUSG00000078451",
3784
  "ENSMUSG00000078532",
 
3785
  "ENSMUSG00000078588",
3786
  "ENSMUSG00000078591",
3787
  "ENSMUSG00000078597",
3788
  "ENSMUSG00000078598",
 
 
3789
  "ENSMUSG00000078773",
 
3790
  "ENSMUSG00000078780",
3791
  "ENSMUSG00000078783",
3792
  "ENSMUSG00000078798",
3793
  "ENSMUSG00000078810",
3794
  "ENSMUSG00000078853",
3795
- "ENSMUSG00000078877",
3796
  "ENSMUSG00000078919",
3797
  "ENSMUSG00000078921",
3798
  "ENSMUSG00000078922",
3799
  "ENSMUSG00000078949",
 
 
3800
  "ENSMUSG00000078994",
3801
  "ENSMUSG00000079013",
3802
  "ENSMUSG00000079015",
@@ -3806,7 +3785,8 @@
3806
  "ENSMUSG00000079037",
3807
  "ENSMUSG00000079055",
3808
  "ENSMUSG00000079056",
3809
- "ENSMUSG00000079157",
 
3810
  "ENSMUSG00000079168",
3811
  "ENSMUSG00000079186",
3812
  "ENSMUSG00000079235",
@@ -3825,30 +3805,38 @@
3825
  "ENSMUSG00000079598",
3826
  "ENSMUSG00000079657",
3827
  "ENSMUSG00000079671",
 
3828
  "ENSMUSG00000080727",
3829
  "ENSMUSG00000081225",
3830
  "ENSMUSG00000081534",
3831
  "ENSMUSG00000082229",
3832
  "ENSMUSG00000084174",
 
 
3833
  "ENSMUSG00000084904",
3834
  "ENSMUSG00000084950",
3835
  "ENSMUSG00000085041",
3836
- "ENSMUSG00000085079",
3837
  "ENSMUSG00000085084",
 
 
3838
  "ENSMUSG00000085287",
3839
  "ENSMUSG00000085298",
3840
  "ENSMUSG00000085338",
 
3841
  "ENSMUSG00000085394",
3842
  "ENSMUSG00000085457",
3843
  "ENSMUSG00000085582",
3844
  "ENSMUSG00000085723",
 
3845
  "ENSMUSG00000086006",
 
3846
  "ENSMUSG00000086040",
3847
  "ENSMUSG00000086070",
3848
  "ENSMUSG00000086155",
 
3849
  "ENSMUSG00000086332",
3850
  "ENSMUSG00000086363",
3851
- "ENSMUSG00000086369",
3852
  "ENSMUSG00000086429",
3853
  "ENSMUSG00000086496",
3854
  "ENSMUSG00000086537",
@@ -3863,9 +3851,9 @@
3863
  "ENSMUSG00000087095",
3864
  "ENSMUSG00000087143",
3865
  "ENSMUSG00000087166",
3866
- "ENSMUSG00000087177",
3867
  "ENSMUSG00000087194",
3868
  "ENSMUSG00000087252",
 
3869
  "ENSMUSG00000087334",
3870
  "ENSMUSG00000087480",
3871
  "ENSMUSG00000087519",
@@ -3877,9 +3865,9 @@
3877
  "ENSMUSG00000089872",
3878
  "ENSMUSG00000090063",
3879
  "ENSMUSG00000090077",
3880
- "ENSMUSG00000090083",
3881
  "ENSMUSG00000090084",
3882
  "ENSMUSG00000090113",
 
3883
  "ENSMUSG00000090125",
3884
  "ENSMUSG00000090171",
3885
  "ENSMUSG00000090173",
@@ -3890,9 +3878,11 @@
3890
  "ENSMUSG00000090260",
3891
  "ENSMUSG00000090291",
3892
  "ENSMUSG00000090307",
 
3893
  "ENSMUSG00000090369",
3894
  "ENSMUSG00000090546",
3895
  "ENSMUSG00000090698",
 
3896
  "ENSMUSG00000090942",
3897
  "ENSMUSG00000091002",
3898
  "ENSMUSG00000091345",
@@ -3913,13 +3903,16 @@
3913
  "ENSMUSG00000091994",
3914
  "ENSMUSG00000092008",
3915
  "ENSMUSG00000092060",
 
3916
  "ENSMUSG00000092164",
3917
  "ENSMUSG00000092171",
3918
  "ENSMUSG00000092210",
3919
  "ENSMUSG00000092305",
3920
  "ENSMUSG00000092341",
 
3921
  "ENSMUSG00000092417",
3922
  "ENSMUSG00000092586",
 
3923
  "ENSMUSG00000094732",
3924
  "ENSMUSG00000094806",
3925
  "ENSMUSG00000094845",
@@ -3935,49 +3928,51 @@
3935
  "ENSMUSG00000096525",
3936
  "ENSMUSG00000096847",
3937
  "ENSMUSG00000096852",
 
3938
  "ENSMUSG00000096965",
3939
  "ENSMUSG00000096971",
3940
  "ENSMUSG00000096981",
3941
  "ENSMUSG00000096995",
3942
- "ENSMUSG00000097006",
3943
  "ENSMUSG00000097021",
3944
  "ENSMUSG00000097040",
3945
  "ENSMUSG00000097177",
3946
  "ENSMUSG00000097191",
3947
- "ENSMUSG00000097209",
3948
  "ENSMUSG00000097216",
 
3949
  "ENSMUSG00000097318",
3950
  "ENSMUSG00000097333",
3951
  "ENSMUSG00000097350",
 
3952
  "ENSMUSG00000097397",
3953
  "ENSMUSG00000097466",
3954
- "ENSMUSG00000097493",
3955
  "ENSMUSG00000097503",
3956
  "ENSMUSG00000097536",
 
3957
  "ENSMUSG00000097675",
3958
  "ENSMUSG00000097697",
 
3959
  "ENSMUSG00000097767",
3960
  "ENSMUSG00000097828",
3961
  "ENSMUSG00000097855",
3962
  "ENSMUSG00000097934",
3963
  "ENSMUSG00000098008",
 
3964
  "ENSMUSG00000098134",
3965
  "ENSMUSG00000098488",
3966
  "ENSMUSG00000098557",
3967
- "ENSMUSG00000098682",
3968
  "ENSMUSG00000098912",
3969
  "ENSMUSG00000099170",
3970
  "ENSMUSG00000099269",
3971
  "ENSMUSG00000099681",
3972
- "ENSMUSG00000099696",
3973
  "ENSMUSG00000099707",
3974
  "ENSMUSG00000100001",
3975
  "ENSMUSG00000100147",
 
3976
  "ENSMUSG00000100315",
3977
  "ENSMUSG00000100632",
3978
  "ENSMUSG00000100798",
3979
  "ENSMUSG00000100837",
3980
- "ENSMUSG00000100876",
3981
  "ENSMUSG00000101009",
3982
  "ENSMUSG00000101013",
3983
  "ENSMUSG00000101225",
@@ -3985,20 +3980,25 @@
3985
  "ENSMUSG00000102091",
3986
  "ENSMUSG00000102416",
3987
  "ENSMUSG00000102418",
3988
- "ENSMUSG00000102543",
 
3989
  "ENSMUSG00000103711",
3990
- "ENSMUSG00000103897",
3991
  "ENSMUSG00000104148",
3992
  "ENSMUSG00000104445",
 
3993
  "ENSMUSG00000105076",
3994
  "ENSMUSG00000105265",
3995
  "ENSMUSG00000105891",
 
3996
  "ENSMUSG00000106333",
3997
  "ENSMUSG00000106379",
3998
  "ENSMUSG00000106847",
3999
  "ENSMUSG00000109006",
 
4000
  "ENSMUSG00000109305",
4001
  "ENSMUSG00000109628",
 
 
4002
  "ENSMUSG00000111761"
4003
  ],
4004
  "label_categories": [
@@ -4055,6 +4055,7 @@
4055
  "erythroblast",
4056
  "erythrocyte",
4057
  "erythroid progenitor cell, mammalian",
 
4058
  "fibroblast",
4059
  "fibroblast of cardiac tissue",
4060
  "fibroblast of lung",
@@ -4135,6 +4136,8 @@
4135
  "proerythroblast",
4136
  "professional antigen presenting cell",
4137
  "promonocyte",
 
 
4138
  "pulmonary interstitial fibroblast",
4139
  "regular atrial cardiac myocyte",
4140
  "regular ventricular cardiac myocyte",
@@ -4149,7 +4152,7 @@
4149
  "stromal cell",
4150
  "thymocyte",
4151
  "type B pancreatic cell",
4152
- "unassigned",
4153
- "vein endothelial cell"
4154
  ]
4155
  }
 
1
  {
2
  "gene_names": [
3
+ "ENSMUSG00000000031",
4
  "ENSMUSG00000000049",
5
+ "ENSMUSG00000000094",
6
  "ENSMUSG00000000154",
7
  "ENSMUSG00000000157",
8
  "ENSMUSG00000000159",
 
9
  "ENSMUSG00000000197",
10
  "ENSMUSG00000000202",
11
  "ENSMUSG00000000214",
 
20
  "ENSMUSG00000000402",
21
  "ENSMUSG00000000409",
22
  "ENSMUSG00000000435",
 
23
  "ENSMUSG00000000440",
24
  "ENSMUSG00000000489",
25
+ "ENSMUSG00000000552",
26
  "ENSMUSG00000000560",
27
  "ENSMUSG00000000562",
28
  "ENSMUSG00000000594",
29
  "ENSMUSG00000000617",
30
+ "ENSMUSG00000000627",
31
  "ENSMUSG00000000632",
32
  "ENSMUSG00000000673",
33
  "ENSMUSG00000000724",
34
  "ENSMUSG00000000731",
35
  "ENSMUSG00000000739",
36
  "ENSMUSG00000000753",
37
+ "ENSMUSG00000000766",
38
  "ENSMUSG00000000776",
39
  "ENSMUSG00000000792",
40
  "ENSMUSG00000000805",
41
  "ENSMUSG00000000817",
42
  "ENSMUSG00000000876",
 
43
  "ENSMUSG00000000903",
44
  "ENSMUSG00000000915",
45
  "ENSMUSG00000000934",
46
  "ENSMUSG00000000982",
47
  "ENSMUSG00000001021",
48
  "ENSMUSG00000001025",
 
49
  "ENSMUSG00000001029",
50
  "ENSMUSG00000001036",
 
51
  "ENSMUSG00000001103",
52
  "ENSMUSG00000001120",
53
  "ENSMUSG00000001128",
54
  "ENSMUSG00000001131",
55
  "ENSMUSG00000001138",
 
56
  "ENSMUSG00000001155",
57
  "ENSMUSG00000001240",
58
  "ENSMUSG00000001249",
 
62
  "ENSMUSG00000001334",
63
  "ENSMUSG00000001348",
64
  "ENSMUSG00000001349",
65
+ "ENSMUSG00000001380",
66
  "ENSMUSG00000001403",
67
  "ENSMUSG00000001415",
68
  "ENSMUSG00000001444",
69
+ "ENSMUSG00000001473",
70
  "ENSMUSG00000001493",
71
  "ENSMUSG00000001494",
72
  "ENSMUSG00000001496",
 
76
  "ENSMUSG00000001558",
77
  "ENSMUSG00000001569",
78
  "ENSMUSG00000001622",
 
79
  "ENSMUSG00000001663",
80
  "ENSMUSG00000001670",
81
  "ENSMUSG00000001739",
 
95
  "ENSMUSG00000002007",
96
  "ENSMUSG00000002032",
97
  "ENSMUSG00000002033",
 
98
  "ENSMUSG00000002059",
99
  "ENSMUSG00000002083",
100
  "ENSMUSG00000002100",
 
102
  "ENSMUSG00000002108",
103
  "ENSMUSG00000002204",
104
  "ENSMUSG00000002233",
 
105
  "ENSMUSG00000002279",
106
  "ENSMUSG00000002289",
107
  "ENSMUSG00000002329",
 
109
  "ENSMUSG00000002342",
110
  "ENSMUSG00000002396",
111
  "ENSMUSG00000002428",
112
+ "ENSMUSG00000002500",
113
  "ENSMUSG00000002504",
114
  "ENSMUSG00000002588",
115
  "ENSMUSG00000002660",
 
132
  "ENSMUSG00000003308",
133
  "ENSMUSG00000003355",
134
  "ENSMUSG00000003363",
135
+ "ENSMUSG00000003378",
136
  "ENSMUSG00000003379",
137
  "ENSMUSG00000003410",
138
  "ENSMUSG00000003411",
 
148
  "ENSMUSG00000003604",
149
  "ENSMUSG00000003657",
150
  "ENSMUSG00000003665",
 
 
151
  "ENSMUSG00000003812",
152
  "ENSMUSG00000003872",
153
  "ENSMUSG00000003934",
 
159
  "ENSMUSG00000004098",
160
  "ENSMUSG00000004113",
161
  "ENSMUSG00000004151",
162
+ "ENSMUSG00000004266",
163
  "ENSMUSG00000004267",
164
  "ENSMUSG00000004268",
165
  "ENSMUSG00000004296",
 
170
  "ENSMUSG00000004366",
171
  "ENSMUSG00000004371",
172
  "ENSMUSG00000004446",
173
+ "ENSMUSG00000004473",
174
  "ENSMUSG00000004552",
175
  "ENSMUSG00000004558",
176
  "ENSMUSG00000004609",
 
186
  "ENSMUSG00000004821",
187
  "ENSMUSG00000004837",
188
  "ENSMUSG00000004872",
 
189
  "ENSMUSG00000004892",
190
  "ENSMUSG00000004894",
191
  "ENSMUSG00000004902",
 
194
  "ENSMUSG00000004961",
195
  "ENSMUSG00000005078",
196
  "ENSMUSG00000005089",
 
197
  "ENSMUSG00000005107",
198
  "ENSMUSG00000005232",
 
199
  "ENSMUSG00000005268",
200
  "ENSMUSG00000005339",
201
  "ENSMUSG00000005357",
202
  "ENSMUSG00000005360",
203
+ "ENSMUSG00000005364",
204
+ "ENSMUSG00000005373",
205
  "ENSMUSG00000005397",
206
  "ENSMUSG00000005413",
 
207
  "ENSMUSG00000005483",
208
  "ENSMUSG00000005547",
209
  "ENSMUSG00000005553",
210
  "ENSMUSG00000005611",
211
+ "ENSMUSG00000005628",
212
  "ENSMUSG00000005640",
213
  "ENSMUSG00000005681",
214
  "ENSMUSG00000005716",
 
217
  "ENSMUSG00000005980",
218
  "ENSMUSG00000005983",
219
  "ENSMUSG00000006014",
 
220
  "ENSMUSG00000006216",
221
  "ENSMUSG00000006221",
222
+ "ENSMUSG00000006235",
223
  "ENSMUSG00000006269",
224
  "ENSMUSG00000006273",
225
  "ENSMUSG00000006310",
 
227
  "ENSMUSG00000006342",
228
  "ENSMUSG00000006344",
229
  "ENSMUSG00000006345",
230
+ "ENSMUSG00000006356",
231
  "ENSMUSG00000006369",
 
232
  "ENSMUSG00000006390",
233
  "ENSMUSG00000006398",
234
  "ENSMUSG00000006403",
 
248
  "ENSMUSG00000006777",
249
  "ENSMUSG00000006782",
250
  "ENSMUSG00000006784",
 
251
  "ENSMUSG00000006920",
252
  "ENSMUSG00000007021",
253
  "ENSMUSG00000007097",
 
254
  "ENSMUSG00000007216",
 
255
  "ENSMUSG00000007379",
 
256
  "ENSMUSG00000007653",
257
  "ENSMUSG00000007655",
258
  "ENSMUSG00000007872",
259
  "ENSMUSG00000007877",
260
  "ENSMUSG00000007891",
261
  "ENSMUSG00000007908",
262
+ "ENSMUSG00000007944",
263
+ "ENSMUSG00000007946",
264
  "ENSMUSG00000008153",
265
  "ENSMUSG00000008301",
266
  "ENSMUSG00000008489",
 
283
  "ENSMUSG00000009471",
284
  "ENSMUSG00000009614",
285
  "ENSMUSG00000009633",
 
286
  "ENSMUSG00000009654",
287
  "ENSMUSG00000009681",
288
  "ENSMUSG00000009876",
 
296
  "ENSMUSG00000010476",
297
  "ENSMUSG00000010651",
298
  "ENSMUSG00000010803",
299
+ "ENSMUSG00000011148",
300
  "ENSMUSG00000011427",
301
  "ENSMUSG00000011463",
302
  "ENSMUSG00000011589",
 
309
  "ENSMUSG00000013415",
310
  "ENSMUSG00000013495",
311
  "ENSMUSG00000013523",
312
+ "ENSMUSG00000013584",
313
  "ENSMUSG00000013653",
 
314
  "ENSMUSG00000013707",
315
  "ENSMUSG00000013787",
316
  "ENSMUSG00000013921",
317
  "ENSMUSG00000013936",
 
318
  "ENSMUSG00000014039",
319
  "ENSMUSG00000014164",
320
  "ENSMUSG00000014198",
321
  "ENSMUSG00000014303",
322
  "ENSMUSG00000014402",
323
+ "ENSMUSG00000014453",
324
  "ENSMUSG00000014542",
325
  "ENSMUSG00000014602",
326
  "ENSMUSG00000014603",
 
327
  "ENSMUSG00000014771",
 
328
  "ENSMUSG00000014778",
329
  "ENSMUSG00000014813",
330
  "ENSMUSG00000014846",
 
340
  "ENSMUSG00000015314",
341
  "ENSMUSG00000015354",
342
  "ENSMUSG00000015396",
 
343
  "ENSMUSG00000015437",
344
  "ENSMUSG00000015452",
345
  "ENSMUSG00000015467",
 
353
  "ENSMUSG00000015721",
354
  "ENSMUSG00000015806",
355
  "ENSMUSG00000015829",
356
+ "ENSMUSG00000015852",
357
  "ENSMUSG00000015854",
358
  "ENSMUSG00000015890",
359
  "ENSMUSG00000015947",
 
371
  "ENSMUSG00000016619",
372
  "ENSMUSG00000016624",
373
  "ENSMUSG00000016637",
 
374
  "ENSMUSG00000016995",
375
  "ENSMUSG00000017002",
376
  "ENSMUSG00000017007",
377
  "ENSMUSG00000017009",
378
  "ENSMUSG00000017144",
379
  "ENSMUSG00000017195",
380
+ "ENSMUSG00000017204",
381
+ "ENSMUSG00000017299",
382
  "ENSMUSG00000017300",
383
  "ENSMUSG00000017309",
384
  "ENSMUSG00000017311",
 
394
  "ENSMUSG00000017737",
395
  "ENSMUSG00000017740",
396
  "ENSMUSG00000017754",
397
+ "ENSMUSG00000017837",
398
  "ENSMUSG00000017950",
399
  "ENSMUSG00000018211",
400
  "ENSMUSG00000018238",
 
406
  "ENSMUSG00000018411",
407
  "ENSMUSG00000018417",
408
  "ENSMUSG00000018451",
 
 
409
  "ENSMUSG00000018486",
410
  "ENSMUSG00000018548",
411
  "ENSMUSG00000018566",
 
428
  "ENSMUSG00000018924",
429
  "ENSMUSG00000018927",
430
  "ENSMUSG00000018930",
431
+ "ENSMUSG00000018965",
432
  "ENSMUSG00000018974",
 
433
  "ENSMUSG00000019080",
434
  "ENSMUSG00000019102",
435
  "ENSMUSG00000019122",
436
  "ENSMUSG00000019124",
437
  "ENSMUSG00000019146",
438
  "ENSMUSG00000019178",
 
439
  "ENSMUSG00000019235",
440
  "ENSMUSG00000019278",
441
  "ENSMUSG00000019302",
442
  "ENSMUSG00000019326",
443
  "ENSMUSG00000019373",
444
  "ENSMUSG00000019429",
445
+ "ENSMUSG00000019489",
446
  "ENSMUSG00000019539",
447
  "ENSMUSG00000019699",
448
  "ENSMUSG00000019761",
449
  "ENSMUSG00000019762",
 
450
  "ENSMUSG00000019789",
451
  "ENSMUSG00000019803",
452
  "ENSMUSG00000019822",
453
  "ENSMUSG00000019828",
 
454
  "ENSMUSG00000019832",
455
  "ENSMUSG00000019851",
456
  "ENSMUSG00000019864",
457
  "ENSMUSG00000019874",
458
  "ENSMUSG00000019890",
459
  "ENSMUSG00000019892",
 
460
  "ENSMUSG00000019909",
461
  "ENSMUSG00000019916",
462
  "ENSMUSG00000019917",
 
481
  "ENSMUSG00000020131",
482
  "ENSMUSG00000020150",
483
  "ENSMUSG00000020151",
 
484
  "ENSMUSG00000020154",
485
  "ENSMUSG00000020155",
486
  "ENSMUSG00000020170",
487
  "ENSMUSG00000020178",
488
  "ENSMUSG00000020181",
489
+ "ENSMUSG00000020182",
490
  "ENSMUSG00000020211",
491
  "ENSMUSG00000020216",
492
  "ENSMUSG00000020218",
493
  "ENSMUSG00000020220",
 
494
  "ENSMUSG00000020241",
495
  "ENSMUSG00000020262",
496
  "ENSMUSG00000020305",
 
504
  "ENSMUSG00000020401",
505
  "ENSMUSG00000020405",
506
  "ENSMUSG00000020407",
 
507
  "ENSMUSG00000020411",
508
  "ENSMUSG00000020413",
509
  "ENSMUSG00000020427",
510
  "ENSMUSG00000020429",
 
511
  "ENSMUSG00000020436",
512
  "ENSMUSG00000020439",
513
  "ENSMUSG00000020467",
 
546
  "ENSMUSG00000020696",
547
  "ENSMUSG00000020698",
548
  "ENSMUSG00000020702",
549
+ "ENSMUSG00000020703",
550
  "ENSMUSG00000020709",
 
 
551
  "ENSMUSG00000020721",
552
  "ENSMUSG00000020722",
553
  "ENSMUSG00000020723",
554
  "ENSMUSG00000020734",
555
  "ENSMUSG00000020740",
556
  "ENSMUSG00000020774",
557
+ "ENSMUSG00000020780",
558
  "ENSMUSG00000020785",
 
559
  "ENSMUSG00000020798",
560
  "ENSMUSG00000020799",
561
  "ENSMUSG00000020805",
 
566
  "ENSMUSG00000020867",
567
  "ENSMUSG00000020872",
568
  "ENSMUSG00000020873",
 
569
  "ENSMUSG00000020878",
570
  "ENSMUSG00000020884",
571
  "ENSMUSG00000020886",
 
576
  "ENSMUSG00000020921",
577
  "ENSMUSG00000020926",
578
  "ENSMUSG00000020928",
 
579
  "ENSMUSG00000020932",
580
  "ENSMUSG00000020950",
581
  "ENSMUSG00000020953",
 
587
  "ENSMUSG00000021032",
588
  "ENSMUSG00000021055",
589
  "ENSMUSG00000021066",
 
590
  "ENSMUSG00000021081",
591
  "ENSMUSG00000021087",
592
  "ENSMUSG00000021091",
593
  "ENSMUSG00000021095",
594
+ "ENSMUSG00000021140",
595
  "ENSMUSG00000021177",
596
  "ENSMUSG00000021186",
597
  "ENSMUSG00000021190",
 
602
  "ENSMUSG00000021221",
603
  "ENSMUSG00000021240",
604
  "ENSMUSG00000021250",
605
+ "ENSMUSG00000021263",
606
  "ENSMUSG00000021268",
607
  "ENSMUSG00000021278",
 
608
  "ENSMUSG00000021287",
609
  "ENSMUSG00000021294",
610
+ "ENSMUSG00000021301",
611
  "ENSMUSG00000021306",
612
  "ENSMUSG00000021313",
613
  "ENSMUSG00000021314",
 
627
  "ENSMUSG00000021423",
628
  "ENSMUSG00000021453",
629
  "ENSMUSG00000021458",
 
630
  "ENSMUSG00000021490",
631
+ "ENSMUSG00000021492",
632
  "ENSMUSG00000021508",
 
633
  "ENSMUSG00000021534",
 
634
  "ENSMUSG00000021539",
635
  "ENSMUSG00000021541",
636
  "ENSMUSG00000021548",
 
647
  "ENSMUSG00000021646",
648
  "ENSMUSG00000021647",
649
  "ENSMUSG00000021665",
650
+ "ENSMUSG00000021680",
651
  "ENSMUSG00000021694",
652
  "ENSMUSG00000021700",
653
  "ENSMUSG00000021702",
 
657
  "ENSMUSG00000021743",
658
  "ENSMUSG00000021749",
659
  "ENSMUSG00000021750",
660
+ "ENSMUSG00000021768",
661
  "ENSMUSG00000021773",
662
  "ENSMUSG00000021789",
663
  "ENSMUSG00000021795",
 
670
  "ENSMUSG00000021898",
671
  "ENSMUSG00000021900",
672
  "ENSMUSG00000021902",
 
673
  "ENSMUSG00000021922",
674
  "ENSMUSG00000021932",
675
  "ENSMUSG00000021939",
 
690
  "ENSMUSG00000022057",
691
  "ENSMUSG00000022090",
692
  "ENSMUSG00000022097",
693
+ "ENSMUSG00000022102",
694
  "ENSMUSG00000022103",
695
  "ENSMUSG00000022112",
696
  "ENSMUSG00000022122",
 
698
  "ENSMUSG00000022131",
699
  "ENSMUSG00000022132",
700
  "ENSMUSG00000022142",
701
+ "ENSMUSG00000022148",
702
  "ENSMUSG00000022157",
703
  "ENSMUSG00000022159",
 
704
  "ENSMUSG00000022199",
705
  "ENSMUSG00000022203",
706
  "ENSMUSG00000022212",
707
  "ENSMUSG00000022215",
 
708
  "ENSMUSG00000022225",
 
709
  "ENSMUSG00000022240",
710
  "ENSMUSG00000022244",
 
711
  "ENSMUSG00000022296",
712
  "ENSMUSG00000022303",
713
  "ENSMUSG00000022304",
714
  "ENSMUSG00000022305",
715
  "ENSMUSG00000022315",
716
  "ENSMUSG00000022321",
717
+ "ENSMUSG00000022330",
718
  "ENSMUSG00000022332",
719
  "ENSMUSG00000022340",
720
  "ENSMUSG00000022347",
 
743
  "ENSMUSG00000022494",
744
  "ENSMUSG00000022501",
745
  "ENSMUSG00000022514",
746
+ "ENSMUSG00000022517",
747
  "ENSMUSG00000022519",
748
  "ENSMUSG00000022534",
749
  "ENSMUSG00000022540",
 
761
  "ENSMUSG00000022595",
762
  "ENSMUSG00000022596",
763
  "ENSMUSG00000022602",
 
764
  "ENSMUSG00000022613",
765
  "ENSMUSG00000022650",
766
  "ENSMUSG00000022651",
 
772
  "ENSMUSG00000022683",
773
  "ENSMUSG00000022696",
774
  "ENSMUSG00000022723",
 
775
  "ENSMUSG00000022762",
776
  "ENSMUSG00000022763",
777
  "ENSMUSG00000022787",
 
778
  "ENSMUSG00000022807",
779
  "ENSMUSG00000022814",
780
  "ENSMUSG00000022821",
 
805
  "ENSMUSG00000023025",
806
  "ENSMUSG00000023031",
807
  "ENSMUSG00000023033",
808
+ "ENSMUSG00000023034",
809
  "ENSMUSG00000023036",
810
  "ENSMUSG00000023039",
811
  "ENSMUSG00000023041",
 
818
  "ENSMUSG00000023070",
819
  "ENSMUSG00000023073",
820
  "ENSMUSG00000023078",
 
821
  "ENSMUSG00000023120",
822
  "ENSMUSG00000023132",
823
  "ENSMUSG00000023147",
 
828
  "ENSMUSG00000023236",
829
  "ENSMUSG00000023247",
830
  "ENSMUSG00000023267",
 
 
831
  "ENSMUSG00000023328",
832
  "ENSMUSG00000023330",
833
  "ENSMUSG00000023336",
 
841
  "ENSMUSG00000023484",
842
  "ENSMUSG00000023495",
843
  "ENSMUSG00000023707",
844
+ "ENSMUSG00000023805",
845
  "ENSMUSG00000023827",
846
  "ENSMUSG00000023829",
847
  "ENSMUSG00000023868",
 
859
  "ENSMUSG00000023959",
860
  "ENSMUSG00000023961",
861
  "ENSMUSG00000023966",
862
+ "ENSMUSG00000023979",
863
  "ENSMUSG00000023987",
864
  "ENSMUSG00000023992",
865
  "ENSMUSG00000023993",
 
875
  "ENSMUSG00000024065",
876
  "ENSMUSG00000024084",
877
  "ENSMUSG00000024109",
 
878
  "ENSMUSG00000024131",
879
  "ENSMUSG00000024140",
880
  "ENSMUSG00000024160",
881
+ "ENSMUSG00000024164",
882
  "ENSMUSG00000024168",
883
  "ENSMUSG00000024169",
884
  "ENSMUSG00000024171",
 
886
  "ENSMUSG00000024176",
887
  "ENSMUSG00000024184",
888
  "ENSMUSG00000024190",
889
+ "ENSMUSG00000024207",
890
  "ENSMUSG00000024215",
891
  "ENSMUSG00000024225",
892
  "ENSMUSG00000024245",
 
893
  "ENSMUSG00000024268",
894
  "ENSMUSG00000024286",
895
  "ENSMUSG00000024301",
 
896
  "ENSMUSG00000024313",
897
  "ENSMUSG00000024347",
898
  "ENSMUSG00000024349",
 
900
  "ENSMUSG00000024354",
901
  "ENSMUSG00000024365",
902
  "ENSMUSG00000024366",
903
+ "ENSMUSG00000024371",
904
  "ENSMUSG00000024379",
 
905
  "ENSMUSG00000024386",
906
  "ENSMUSG00000024391",
907
  "ENSMUSG00000024395",
908
+ "ENSMUSG00000024399",
909
  "ENSMUSG00000024401",
910
  "ENSMUSG00000024402",
911
  "ENSMUSG00000024403",
912
  "ENSMUSG00000024411",
913
  "ENSMUSG00000024420",
 
914
  "ENSMUSG00000024427",
915
  "ENSMUSG00000024440",
916
  "ENSMUSG00000024451",
 
918
  "ENSMUSG00000024486",
919
  "ENSMUSG00000024500",
920
  "ENSMUSG00000024526",
 
921
  "ENSMUSG00000024533",
922
  "ENSMUSG00000024552",
923
  "ENSMUSG00000024565",
 
936
  "ENSMUSG00000024659",
937
  "ENSMUSG00000024661",
938
  "ENSMUSG00000024663",
 
939
  "ENSMUSG00000024669",
940
  "ENSMUSG00000024670",
941
  "ENSMUSG00000024672",
 
969
  "ENSMUSG00000024935",
970
  "ENSMUSG00000024944",
971
  "ENSMUSG00000024957",
 
972
  "ENSMUSG00000024960",
973
  "ENSMUSG00000024962",
974
  "ENSMUSG00000024975",
 
983
  "ENSMUSG00000025083",
984
  "ENSMUSG00000025091",
985
  "ENSMUSG00000025092",
 
986
  "ENSMUSG00000025129",
987
+ "ENSMUSG00000025147",
988
  "ENSMUSG00000025150",
 
989
  "ENSMUSG00000025154",
990
  "ENSMUSG00000025156",
991
  "ENSMUSG00000025163",
 
996
  "ENSMUSG00000025189",
997
  "ENSMUSG00000025202",
998
  "ENSMUSG00000025203",
999
+ "ENSMUSG00000025208",
1000
  "ENSMUSG00000025213",
1001
  "ENSMUSG00000025226",
1002
  "ENSMUSG00000025229",
 
1005
  "ENSMUSG00000025243",
1006
  "ENSMUSG00000025257",
1007
  "ENSMUSG00000025270",
1008
+ "ENSMUSG00000025272",
1009
  "ENSMUSG00000025279",
1010
+ "ENSMUSG00000025316",
1011
  "ENSMUSG00000025317",
1012
  "ENSMUSG00000025318",
1013
  "ENSMUSG00000025321",
1014
+ "ENSMUSG00000025348",
1015
  "ENSMUSG00000025350",
1016
  "ENSMUSG00000025372",
1017
  "ENSMUSG00000025373",
 
1022
  "ENSMUSG00000025417",
1023
  "ENSMUSG00000025418",
1024
  "ENSMUSG00000025425",
 
1025
  "ENSMUSG00000025461",
1026
  "ENSMUSG00000025468",
1027
  "ENSMUSG00000025470",
 
1031
  "ENSMUSG00000025486",
1032
  "ENSMUSG00000025488",
1033
  "ENSMUSG00000025491",
 
1034
  "ENSMUSG00000025495",
 
1035
  "ENSMUSG00000025505",
1036
  "ENSMUSG00000025511",
1037
  "ENSMUSG00000025521",
1038
  "ENSMUSG00000025573",
1039
  "ENSMUSG00000025576",
1040
  "ENSMUSG00000025582",
 
1041
  "ENSMUSG00000025592",
1042
  "ENSMUSG00000025597",
1043
  "ENSMUSG00000025608",
 
1057
  "ENSMUSG00000025804",
1058
  "ENSMUSG00000025854",
1059
  "ENSMUSG00000025855",
 
1060
  "ENSMUSG00000025867",
1061
  "ENSMUSG00000025870",
1062
  "ENSMUSG00000025871",
1063
  "ENSMUSG00000025873",
 
1064
  "ENSMUSG00000025889",
1065
  "ENSMUSG00000025892",
1066
  "ENSMUSG00000025898",
1067
  "ENSMUSG00000025899",
1068
  "ENSMUSG00000025902",
1069
  "ENSMUSG00000025905",
 
1070
  "ENSMUSG00000025929",
1071
+ "ENSMUSG00000025930",
1072
  "ENSMUSG00000025932",
1073
  "ENSMUSG00000025934",
1074
+ "ENSMUSG00000025952",
1075
  "ENSMUSG00000025955",
1076
  "ENSMUSG00000025963",
1077
  "ENSMUSG00000025991",
 
1079
  "ENSMUSG00000026009",
1080
  "ENSMUSG00000026011",
1081
  "ENSMUSG00000026012",
1082
+ "ENSMUSG00000026037",
1083
  "ENSMUSG00000026043",
1084
  "ENSMUSG00000026047",
1085
  "ENSMUSG00000026051",
 
1090
  "ENSMUSG00000026088",
1091
  "ENSMUSG00000026109",
1092
  "ENSMUSG00000026141",
1093
+ "ENSMUSG00000026147",
1094
  "ENSMUSG00000026163",
1095
  "ENSMUSG00000026166",
1096
  "ENSMUSG00000026171",
1097
+ "ENSMUSG00000026182",
1098
  "ENSMUSG00000026185",
1099
  "ENSMUSG00000026189",
1100
  "ENSMUSG00000026193",
 
1103
  "ENSMUSG00000026204",
1104
  "ENSMUSG00000026208",
1105
  "ENSMUSG00000026224",
1106
+ "ENSMUSG00000026228",
1107
  "ENSMUSG00000026235",
1108
  "ENSMUSG00000026241",
1109
  "ENSMUSG00000026247",
 
1113
  "ENSMUSG00000026272",
1114
  "ENSMUSG00000026285",
1115
  "ENSMUSG00000026295",
1116
+ "ENSMUSG00000026301",
1117
  "ENSMUSG00000026308",
1118
  "ENSMUSG00000026321",
1119
  "ENSMUSG00000026348",
1120
  "ENSMUSG00000026358",
1121
+ "ENSMUSG00000026365",
1122
  "ENSMUSG00000026368",
1123
  "ENSMUSG00000026384",
1124
  "ENSMUSG00000026387",
 
1130
  "ENSMUSG00000026415",
1131
  "ENSMUSG00000026417",
1132
  "ENSMUSG00000026418",
1133
+ "ENSMUSG00000026420",
1134
  "ENSMUSG00000026421",
1135
  "ENSMUSG00000026424",
1136
  "ENSMUSG00000026429",
 
1137
  "ENSMUSG00000026442",
 
1138
  "ENSMUSG00000026456",
1139
  "ENSMUSG00000026458",
1140
  "ENSMUSG00000026459",
 
1144
  "ENSMUSG00000026504",
1145
  "ENSMUSG00000026514",
1146
  "ENSMUSG00000026523",
1147
+ "ENSMUSG00000026525",
1148
  "ENSMUSG00000026527",
1149
  "ENSMUSG00000026542",
1150
  "ENSMUSG00000026544",
1151
  "ENSMUSG00000026548",
1152
  "ENSMUSG00000026558",
1153
+ "ENSMUSG00000026564",
1154
  "ENSMUSG00000026566",
1155
  "ENSMUSG00000026572",
1156
  "ENSMUSG00000026573",
 
1182
  "ENSMUSG00000026736",
1183
  "ENSMUSG00000026737",
1184
  "ENSMUSG00000026749",
 
1185
  "ENSMUSG00000026764",
1186
  "ENSMUSG00000026786",
1187
  "ENSMUSG00000026787",
 
1189
  "ENSMUSG00000026791",
1190
  "ENSMUSG00000026792",
1191
  "ENSMUSG00000026797",
1192
+ "ENSMUSG00000026799",
1193
  "ENSMUSG00000026814",
1194
  "ENSMUSG00000026817",
1195
  "ENSMUSG00000026818",
1196
  "ENSMUSG00000026820",
1197
  "ENSMUSG00000026822",
1198
+ "ENSMUSG00000026825",
1199
  "ENSMUSG00000026830",
1200
  "ENSMUSG00000026831",
1201
  "ENSMUSG00000026833",
 
1205
  "ENSMUSG00000026849",
1206
  "ENSMUSG00000026853",
1207
  "ENSMUSG00000026854",
 
 
1208
  "ENSMUSG00000026875",
1209
  "ENSMUSG00000026879",
1210
  "ENSMUSG00000026888",
 
1217
  "ENSMUSG00000026938",
1218
  "ENSMUSG00000026939",
1219
  "ENSMUSG00000026944",
1220
+ "ENSMUSG00000026959",
1221
  "ENSMUSG00000026961",
1222
  "ENSMUSG00000026972",
1223
  "ENSMUSG00000026976",
1224
  "ENSMUSG00000026981",
1225
  "ENSMUSG00000026991",
 
1226
  "ENSMUSG00000027070",
1227
+ "ENSMUSG00000027071",
1228
  "ENSMUSG00000027072",
1229
  "ENSMUSG00000027073",
1230
  "ENSMUSG00000027076",
1231
  "ENSMUSG00000027077",
1232
  "ENSMUSG00000027078",
1233
+ "ENSMUSG00000027087",
1234
  "ENSMUSG00000027102",
1235
  "ENSMUSG00000027107",
1236
  "ENSMUSG00000027163",
1237
+ "ENSMUSG00000027165",
1238
  "ENSMUSG00000027173",
 
1239
  "ENSMUSG00000027199",
1240
  "ENSMUSG00000027202",
1241
  "ENSMUSG00000027204",
 
1243
  "ENSMUSG00000027221",
1244
  "ENSMUSG00000027227",
1245
  "ENSMUSG00000027238",
1246
+ "ENSMUSG00000027249",
1247
  "ENSMUSG00000027261",
1248
  "ENSMUSG00000027273",
1249
  "ENSMUSG00000027286",
 
1261
  "ENSMUSG00000027386",
1262
  "ENSMUSG00000027398",
1263
  "ENSMUSG00000027400",
1264
+ "ENSMUSG00000027408",
1265
  "ENSMUSG00000027416",
1266
  "ENSMUSG00000027419",
1267
  "ENSMUSG00000027428",
 
1268
  "ENSMUSG00000027435",
1269
  "ENSMUSG00000027438",
1270
  "ENSMUSG00000027446",
1271
  "ENSMUSG00000027447",
1272
+ "ENSMUSG00000027459",
1273
  "ENSMUSG00000027460",
 
1274
  "ENSMUSG00000027475",
1275
  "ENSMUSG00000027483",
1276
  "ENSMUSG00000027485",
 
1295
  "ENSMUSG00000027583",
1296
  "ENSMUSG00000027584",
1297
  "ENSMUSG00000027611",
1298
+ "ENSMUSG00000027636",
1299
  "ENSMUSG00000027639",
1300
  "ENSMUSG00000027652",
1301
  "ENSMUSG00000027656",
 
1303
  "ENSMUSG00000027669",
1304
  "ENSMUSG00000027670",
1305
  "ENSMUSG00000027674",
1306
+ "ENSMUSG00000027692",
1307
  "ENSMUSG00000027712",
1308
  "ENSMUSG00000027713",
1309
  "ENSMUSG00000027716",
 
1313
  "ENSMUSG00000027750",
1314
  "ENSMUSG00000027752",
1315
  "ENSMUSG00000027761",
1316
+ "ENSMUSG00000027777",
1317
  "ENSMUSG00000027796",
1318
  "ENSMUSG00000027797",
1319
  "ENSMUSG00000027800",
1320
  "ENSMUSG00000027801",
 
1321
  "ENSMUSG00000027827",
1322
  "ENSMUSG00000027832",
1323
  "ENSMUSG00000027833",
 
1335
  "ENSMUSG00000027896",
1336
  "ENSMUSG00000027908",
1337
  "ENSMUSG00000027912",
 
1338
  "ENSMUSG00000027931",
1339
  "ENSMUSG00000027933",
1340
  "ENSMUSG00000027935",
 
1344
  "ENSMUSG00000027962",
1345
  "ENSMUSG00000027977",
1346
  "ENSMUSG00000027978",
1347
+ "ENSMUSG00000027985",
1348
+ "ENSMUSG00000027995",
1349
  "ENSMUSG00000027996",
1350
  "ENSMUSG00000027997",
1351
  "ENSMUSG00000027998",
 
1354
  "ENSMUSG00000028011",
1355
  "ENSMUSG00000028017",
1356
  "ENSMUSG00000028031",
1357
+ "ENSMUSG00000028036",
1358
  "ENSMUSG00000028037",
1359
  "ENSMUSG00000028047",
1360
  "ENSMUSG00000028059",
1361
  "ENSMUSG00000028069",
1362
  "ENSMUSG00000028071",
1363
  "ENSMUSG00000028078",
1364
+ "ENSMUSG00000028086",
1365
  "ENSMUSG00000028100",
1366
  "ENSMUSG00000028102",
1367
  "ENSMUSG00000028108",
1368
  "ENSMUSG00000028111",
1369
  "ENSMUSG00000028116",
1370
+ "ENSMUSG00000028128",
1371
+ "ENSMUSG00000028132",
1372
  "ENSMUSG00000028139",
1373
  "ENSMUSG00000028148",
1374
  "ENSMUSG00000028167",
 
1386
  "ENSMUSG00000028328",
1387
  "ENSMUSG00000028332",
1388
  "ENSMUSG00000028334",
 
1389
  "ENSMUSG00000028354",
1390
  "ENSMUSG00000028356",
1391
  "ENSMUSG00000028362",
 
1396
  "ENSMUSG00000028411",
1397
  "ENSMUSG00000028412",
1398
  "ENSMUSG00000028415",
1399
+ "ENSMUSG00000028417",
1400
  "ENSMUSG00000028427",
1401
  "ENSMUSG00000028435",
1402
+ "ENSMUSG00000028441",
1403
  "ENSMUSG00000028444",
1404
  "ENSMUSG00000028445",
1405
  "ENSMUSG00000028459",
1406
  "ENSMUSG00000028460",
1407
  "ENSMUSG00000028461",
1408
  "ENSMUSG00000028464",
 
1409
  "ENSMUSG00000028494",
1410
  "ENSMUSG00000028524",
1411
  "ENSMUSG00000028528",
 
1434
  "ENSMUSG00000028713",
1435
  "ENSMUSG00000028715",
1436
  "ENSMUSG00000028716",
 
1437
  "ENSMUSG00000028744",
1438
  "ENSMUSG00000028766",
1439
  "ENSMUSG00000028773",
 
1446
  "ENSMUSG00000028832",
1447
  "ENSMUSG00000028833",
1448
  "ENSMUSG00000028836",
 
1449
  "ENSMUSG00000028850",
 
1450
  "ENSMUSG00000028871",
1451
  "ENSMUSG00000028876",
1452
  "ENSMUSG00000028884",
 
1476
  "ENSMUSG00000029126",
1477
  "ENSMUSG00000029127",
1478
  "ENSMUSG00000029151",
1479
+ "ENSMUSG00000029161",
1480
  "ENSMUSG00000029163",
1481
  "ENSMUSG00000029168",
1482
+ "ENSMUSG00000029182",
1483
  "ENSMUSG00000029188",
1484
  "ENSMUSG00000029193",
 
1485
  "ENSMUSG00000029205",
 
1486
  "ENSMUSG00000029212",
1487
  "ENSMUSG00000029219",
1488
  "ENSMUSG00000029223",
1489
  "ENSMUSG00000029228",
1490
+ "ENSMUSG00000029245",
1491
  "ENSMUSG00000029249",
1492
  "ENSMUSG00000029263",
1493
  "ENSMUSG00000029267",
 
1498
  "ENSMUSG00000029306",
1499
  "ENSMUSG00000029307",
1500
  "ENSMUSG00000029309",
1501
+ "ENSMUSG00000029321",
1502
  "ENSMUSG00000029326",
1503
  "ENSMUSG00000029343",
1504
  "ENSMUSG00000029346",
 
1508
  "ENSMUSG00000029372",
1509
  "ENSMUSG00000029373",
1510
  "ENSMUSG00000029375",
1511
+ "ENSMUSG00000029376",
1512
  "ENSMUSG00000029378",
1513
  "ENSMUSG00000029379",
1514
  "ENSMUSG00000029380",
 
1518
  "ENSMUSG00000029417",
1519
  "ENSMUSG00000029436",
1520
  "ENSMUSG00000029445",
 
1521
  "ENSMUSG00000029461",
1522
  "ENSMUSG00000029467",
1523
  "ENSMUSG00000029468",
 
1542
  "ENSMUSG00000029621",
1543
  "ENSMUSG00000029641",
1544
  "ENSMUSG00000029648",
1545
+ "ENSMUSG00000029651",
1546
  "ENSMUSG00000029661",
1547
  "ENSMUSG00000029664",
1548
  "ENSMUSG00000029671",
1549
  "ENSMUSG00000029675",
1550
  "ENSMUSG00000029683",
1551
  "ENSMUSG00000029700",
 
1552
  "ENSMUSG00000029712",
1553
  "ENSMUSG00000029718",
1554
+ "ENSMUSG00000029723",
1555
  "ENSMUSG00000029757",
1556
  "ENSMUSG00000029761",
1557
  "ENSMUSG00000029762",
 
1562
  "ENSMUSG00000029810",
1563
  "ENSMUSG00000029816",
1564
  "ENSMUSG00000029819",
 
1565
  "ENSMUSG00000029838",
1566
  "ENSMUSG00000029843",
1567
  "ENSMUSG00000029861",
 
1576
  "ENSMUSG00000030017",
1577
  "ENSMUSG00000030022",
1578
  "ENSMUSG00000030030",
 
1579
  "ENSMUSG00000030032",
1580
  "ENSMUSG00000030043",
1581
  "ENSMUSG00000030048",
 
1586
  "ENSMUSG00000030088",
1587
  "ENSMUSG00000030092",
1588
  "ENSMUSG00000030093",
 
1589
  "ENSMUSG00000030101",
 
1590
  "ENSMUSG00000030107",
1591
  "ENSMUSG00000030108",
1592
  "ENSMUSG00000030111",
 
1603
  "ENSMUSG00000030159",
1604
  "ENSMUSG00000030161",
1605
  "ENSMUSG00000030165",
 
1606
  "ENSMUSG00000030173",
1607
  "ENSMUSG00000030209",
1608
  "ENSMUSG00000030214",
 
1618
  "ENSMUSG00000030249",
1619
  "ENSMUSG00000030256",
1620
  "ENSMUSG00000030263",
 
1621
  "ENSMUSG00000030272",
1622
  "ENSMUSG00000030278",
1623
  "ENSMUSG00000030283",
 
1626
  "ENSMUSG00000030310",
1627
  "ENSMUSG00000030317",
1628
  "ENSMUSG00000030319",
1629
+ "ENSMUSG00000030324",
1630
  "ENSMUSG00000030325",
1631
  "ENSMUSG00000030337",
1632
  "ENSMUSG00000030342",
 
1633
  "ENSMUSG00000030350",
1634
  "ENSMUSG00000030351",
1635
  "ENSMUSG00000030353",
1636
  "ENSMUSG00000030359",
1637
+ "ENSMUSG00000030361",
1638
  "ENSMUSG00000030376",
1639
  "ENSMUSG00000030382",
1640
  "ENSMUSG00000030399",
1641
+ "ENSMUSG00000030401",
1642
  "ENSMUSG00000030402",
1643
  "ENSMUSG00000030406",
1644
  "ENSMUSG00000030410",
 
1646
  "ENSMUSG00000030427",
1647
  "ENSMUSG00000030428",
1648
  "ENSMUSG00000030433",
 
1649
  "ENSMUSG00000030450",
1650
  "ENSMUSG00000030451",
1651
  "ENSMUSG00000030468",
 
1664
  "ENSMUSG00000030545",
1665
  "ENSMUSG00000030546",
1666
  "ENSMUSG00000030549",
 
1667
  "ENSMUSG00000030560",
1668
  "ENSMUSG00000030579",
1669
  "ENSMUSG00000030584",
1670
  "ENSMUSG00000030588",
1671
  "ENSMUSG00000030605",
1672
  "ENSMUSG00000030606",
1673
+ "ENSMUSG00000030621",
1674
+ "ENSMUSG00000030630",
1675
  "ENSMUSG00000030638",
1676
  "ENSMUSG00000030652",
1677
  "ENSMUSG00000030659",
 
1684
  "ENSMUSG00000030711",
1685
  "ENSMUSG00000030713",
1686
  "ENSMUSG00000030717",
1687
+ "ENSMUSG00000030724",
1688
  "ENSMUSG00000030730",
1689
  "ENSMUSG00000030732",
1690
  "ENSMUSG00000030742",
 
1715
  "ENSMUSG00000030954",
1716
  "ENSMUSG00000030956",
1717
  "ENSMUSG00000030963",
1718
+ "ENSMUSG00000030981",
1719
  "ENSMUSG00000030994",
1720
  "ENSMUSG00000031012",
1721
  "ENSMUSG00000031022",
 
1722
  "ENSMUSG00000031028",
1723
+ "ENSMUSG00000031090",
1724
+ "ENSMUSG00000031097",
1725
  "ENSMUSG00000031104",
1726
  "ENSMUSG00000031105",
1727
  "ENSMUSG00000031109",
 
1743
  "ENSMUSG00000031271",
1744
  "ENSMUSG00000031278",
1745
  "ENSMUSG00000031283",
1746
+ "ENSMUSG00000031293",
1747
+ "ENSMUSG00000031294",
1748
  "ENSMUSG00000031297",
1749
  "ENSMUSG00000031302",
1750
  "ENSMUSG00000031342",
 
1751
  "ENSMUSG00000031360",
1752
  "ENSMUSG00000031364",
1753
+ "ENSMUSG00000031373",
1754
  "ENSMUSG00000031375",
1755
  "ENSMUSG00000031376",
1756
  "ENSMUSG00000031384",
1757
  "ENSMUSG00000031385",
1758
  "ENSMUSG00000031388",
1759
  "ENSMUSG00000031390",
1760
+ "ENSMUSG00000031399",
1761
  "ENSMUSG00000031425",
1762
  "ENSMUSG00000031428",
1763
  "ENSMUSG00000031432",
1764
+ "ENSMUSG00000031443",
1765
+ "ENSMUSG00000031444",
1766
  "ENSMUSG00000031448",
1767
  "ENSMUSG00000031451",
1768
  "ENSMUSG00000031453",
1769
  "ENSMUSG00000031461",
1770
+ "ENSMUSG00000031465",
1771
  "ENSMUSG00000031478",
1772
  "ENSMUSG00000031483",
1773
  "ENSMUSG00000031489",
 
1799
  "ENSMUSG00000031722",
1800
  "ENSMUSG00000031725",
1801
  "ENSMUSG00000031734",
1802
+ "ENSMUSG00000031740",
1803
  "ENSMUSG00000031750",
1804
  "ENSMUSG00000031757",
1805
  "ENSMUSG00000031760",
 
1822
  "ENSMUSG00000031849",
1823
  "ENSMUSG00000031851",
1824
  "ENSMUSG00000031871",
1825
+ "ENSMUSG00000031872",
1826
  "ENSMUSG00000031880",
1827
  "ENSMUSG00000031881",
1828
  "ENSMUSG00000031883",
1829
  "ENSMUSG00000031891",
 
1830
  "ENSMUSG00000031896",
1831
  "ENSMUSG00000031903",
1832
  "ENSMUSG00000031907",
 
1838
  "ENSMUSG00000031957",
1839
  "ENSMUSG00000031958",
1840
  "ENSMUSG00000031962",
1841
+ "ENSMUSG00000031966",
1842
  "ENSMUSG00000031967",
1843
  "ENSMUSG00000031969",
1844
  "ENSMUSG00000031970",
 
1849
  "ENSMUSG00000031990",
1850
  "ENSMUSG00000031994",
1851
  "ENSMUSG00000032010",
 
 
1852
  "ENSMUSG00000032036",
 
1853
  "ENSMUSG00000032046",
1854
  "ENSMUSG00000032057",
1855
  "ENSMUSG00000032060",
 
1867
  "ENSMUSG00000032101",
1868
  "ENSMUSG00000032103",
1869
  "ENSMUSG00000032118",
1870
+ "ENSMUSG00000032122",
1871
  "ENSMUSG00000032123",
1872
  "ENSMUSG00000032125",
1873
+ "ENSMUSG00000032126",
1874
  "ENSMUSG00000032128",
1875
  "ENSMUSG00000032131",
1876
  "ENSMUSG00000032172",
 
1878
  "ENSMUSG00000032182",
1879
  "ENSMUSG00000032186",
1880
  "ENSMUSG00000032192",
 
1881
  "ENSMUSG00000032226",
1882
  "ENSMUSG00000032257",
1883
  "ENSMUSG00000032262",
 
1899
  "ENSMUSG00000032359",
1900
  "ENSMUSG00000032360",
1901
  "ENSMUSG00000032363",
1902
+ "ENSMUSG00000032366",
1903
  "ENSMUSG00000032368",
1904
  "ENSMUSG00000032372",
1905
  "ENSMUSG00000032380",
1906
  "ENSMUSG00000032387",
1907
  "ENSMUSG00000032401",
 
1908
  "ENSMUSG00000032452",
1909
  "ENSMUSG00000032470",
1910
  "ENSMUSG00000032473",
1911
  "ENSMUSG00000032482",
1912
  "ENSMUSG00000032484",
1913
+ "ENSMUSG00000032487",
1914
  "ENSMUSG00000032492",
1915
  "ENSMUSG00000032495",
1916
  "ENSMUSG00000032496",
 
1925
  "ENSMUSG00000032553",
1926
  "ENSMUSG00000032554",
1927
  "ENSMUSG00000032556",
1928
+ "ENSMUSG00000032564",
1929
  "ENSMUSG00000032565",
1930
  "ENSMUSG00000032572",
1931
  "ENSMUSG00000032579",
1932
  "ENSMUSG00000032589",
1933
  "ENSMUSG00000032615",
1934
  "ENSMUSG00000032625",
1935
+ "ENSMUSG00000032641",
1936
  "ENSMUSG00000032661",
1937
  "ENSMUSG00000032673",
1938
  "ENSMUSG00000032679",
 
1945
  "ENSMUSG00000032763",
1946
  "ENSMUSG00000032766",
1947
  "ENSMUSG00000032769",
 
1948
  "ENSMUSG00000032788",
 
1949
  "ENSMUSG00000032818",
1950
  "ENSMUSG00000032826",
1951
  "ENSMUSG00000032841",
 
1981
  "ENSMUSG00000033249",
1982
  "ENSMUSG00000033253",
1983
  "ENSMUSG00000033287",
 
1984
  "ENSMUSG00000033316",
1985
  "ENSMUSG00000033327",
1986
  "ENSMUSG00000033350",
 
2019
  "ENSMUSG00000033981",
2020
  "ENSMUSG00000033983",
2021
  "ENSMUSG00000034000",
 
2022
  "ENSMUSG00000034035",
2023
+ "ENSMUSG00000034098",
2024
  "ENSMUSG00000034108",
2025
  "ENSMUSG00000034112",
2026
  "ENSMUSG00000034139",
 
2027
  "ENSMUSG00000034151",
2028
  "ENSMUSG00000034161",
2029
  "ENSMUSG00000034171",
2030
  "ENSMUSG00000034177",
 
2031
  "ENSMUSG00000034194",
2032
  "ENSMUSG00000034209",
2033
+ "ENSMUSG00000034224",
2034
  "ENSMUSG00000034227",
2035
  "ENSMUSG00000034248",
2036
  "ENSMUSG00000034274",
 
2039
  "ENSMUSG00000034359",
2040
  "ENSMUSG00000034412",
2041
  "ENSMUSG00000034416",
 
2042
  "ENSMUSG00000034438",
 
2043
  "ENSMUSG00000034450",
2044
  "ENSMUSG00000034457",
2045
  "ENSMUSG00000034459",
2046
  "ENSMUSG00000034467",
2047
  "ENSMUSG00000034471",
 
2048
  "ENSMUSG00000034488",
2049
  "ENSMUSG00000034528",
2050
  "ENSMUSG00000034532",
2051
+ "ENSMUSG00000034551",
2052
  "ENSMUSG00000034634",
2053
  "ENSMUSG00000034639",
 
2054
  "ENSMUSG00000034648",
2055
  "ENSMUSG00000034652",
2056
  "ENSMUSG00000034664",
 
2076
  "ENSMUSG00000034872",
2077
  "ENSMUSG00000034906",
2078
  "ENSMUSG00000034911",
 
2079
  "ENSMUSG00000034923",
 
2080
  "ENSMUSG00000034947",
2081
  "ENSMUSG00000034958",
2082
  "ENSMUSG00000034968",
 
2089
  "ENSMUSG00000035109",
2090
  "ENSMUSG00000035165",
2091
  "ENSMUSG00000035171",
2092
+ "ENSMUSG00000035179",
2093
  "ENSMUSG00000035186",
2094
  "ENSMUSG00000035237",
2095
  "ENSMUSG00000035246",
2096
  "ENSMUSG00000035295",
2097
+ "ENSMUSG00000035296",
2098
  "ENSMUSG00000035311",
2099
  "ENSMUSG00000035352",
2100
  "ENSMUSG00000035355",
 
2116
  "ENSMUSG00000035686",
2117
  "ENSMUSG00000035713",
2118
  "ENSMUSG00000035754",
2119
+ "ENSMUSG00000035759",
2120
  "ENSMUSG00000035769",
2121
  "ENSMUSG00000035775",
2122
  "ENSMUSG00000035783",
 
2139
  "ENSMUSG00000036023",
2140
  "ENSMUSG00000036027",
2141
  "ENSMUSG00000036046",
 
 
2142
  "ENSMUSG00000036067",
2143
  "ENSMUSG00000036083",
2144
  "ENSMUSG00000036095",
 
2163
  "ENSMUSG00000036362",
2164
  "ENSMUSG00000036390",
2165
  "ENSMUSG00000036395",
2166
+ "ENSMUSG00000036411",
2167
  "ENSMUSG00000036422",
2168
  "ENSMUSG00000036435",
2169
  "ENSMUSG00000036437",
 
2172
  "ENSMUSG00000036466",
2173
  "ENSMUSG00000036469",
2174
  "ENSMUSG00000036503",
2175
+ "ENSMUSG00000036537",
2176
  "ENSMUSG00000036564",
2177
  "ENSMUSG00000036570",
2178
  "ENSMUSG00000036578",
 
2183
  "ENSMUSG00000036606",
2184
  "ENSMUSG00000036634",
2185
  "ENSMUSG00000036636",
 
2186
  "ENSMUSG00000036655",
2187
  "ENSMUSG00000036699",
2188
  "ENSMUSG00000036737",
 
2189
  "ENSMUSG00000036766",
2190
+ "ENSMUSG00000036769",
2191
  "ENSMUSG00000036777",
2192
  "ENSMUSG00000036800",
2193
  "ENSMUSG00000036814",
 
2197
  "ENSMUSG00000036854",
2198
  "ENSMUSG00000036858",
2199
  "ENSMUSG00000036872",
 
2200
  "ENSMUSG00000036887",
2201
  "ENSMUSG00000036892",
2202
  "ENSMUSG00000036896",
 
2209
  "ENSMUSG00000036931",
2210
  "ENSMUSG00000036938",
2211
  "ENSMUSG00000036941",
 
2212
  "ENSMUSG00000036961",
2213
  "ENSMUSG00000036972",
2214
  "ENSMUSG00000036975",
 
2229
  "ENSMUSG00000037171",
2230
  "ENSMUSG00000037196",
2231
  "ENSMUSG00000037202",
2232
+ "ENSMUSG00000037224",
2233
  "ENSMUSG00000037278",
2234
  "ENSMUSG00000037280",
2235
  "ENSMUSG00000037306",
2236
  "ENSMUSG00000037344",
2237
+ "ENSMUSG00000037347",
2238
  "ENSMUSG00000037348",
2239
  "ENSMUSG00000037362",
2240
  "ENSMUSG00000037379",
 
2255
  "ENSMUSG00000037636",
2256
  "ENSMUSG00000037638",
2257
  "ENSMUSG00000037649",
 
2258
  "ENSMUSG00000037656",
2259
  "ENSMUSG00000037664",
2260
  "ENSMUSG00000037706",
 
2261
  "ENSMUSG00000037716",
2262
  "ENSMUSG00000037735",
 
2263
  "ENSMUSG00000037747",
2264
+ "ENSMUSG00000037752",
2265
  "ENSMUSG00000037754",
2266
+ "ENSMUSG00000037771",
2267
  "ENSMUSG00000037797",
2268
  "ENSMUSG00000037798",
2269
  "ENSMUSG00000037816",
 
2271
  "ENSMUSG00000037852",
2272
  "ENSMUSG00000037936",
2273
  "ENSMUSG00000037944",
2274
+ "ENSMUSG00000037971",
2275
  "ENSMUSG00000037977",
2276
  "ENSMUSG00000037984",
2277
  "ENSMUSG00000037989",
 
2282
  "ENSMUSG00000038023",
2283
  "ENSMUSG00000038026",
2284
  "ENSMUSG00000038034",
 
2285
  "ENSMUSG00000038067",
2286
  "ENSMUSG00000038077",
2287
  "ENSMUSG00000038086",
 
2295
  "ENSMUSG00000038173",
2296
  "ENSMUSG00000038179",
2297
  "ENSMUSG00000038188",
2298
+ "ENSMUSG00000038195",
2299
  "ENSMUSG00000038204",
2300
  "ENSMUSG00000038216",
 
2301
  "ENSMUSG00000038224",
2302
  "ENSMUSG00000038235",
2303
  "ENSMUSG00000038239",
 
2309
  "ENSMUSG00000038304",
2310
  "ENSMUSG00000038312",
2311
  "ENSMUSG00000038346",
 
2312
  "ENSMUSG00000038352",
 
2313
  "ENSMUSG00000038357",
2314
  "ENSMUSG00000038370",
2315
  "ENSMUSG00000038388",
2316
  "ENSMUSG00000038400",
2317
  "ENSMUSG00000038402",
2318
  "ENSMUSG00000038408",
 
2319
  "ENSMUSG00000038417",
2320
  "ENSMUSG00000038421",
2321
+ "ENSMUSG00000038451",
2322
  "ENSMUSG00000038486",
 
2323
  "ENSMUSG00000038508",
2324
  "ENSMUSG00000038510",
2325
  "ENSMUSG00000038517",
 
2328
  "ENSMUSG00000038530",
2329
  "ENSMUSG00000038540",
2330
  "ENSMUSG00000038552",
 
2331
  "ENSMUSG00000038567",
2332
  "ENSMUSG00000038576",
2333
  "ENSMUSG00000038580",
 
2340
  "ENSMUSG00000038644",
2341
  "ENSMUSG00000038670",
2342
  "ENSMUSG00000038692",
 
2343
  "ENSMUSG00000038700",
2344
  "ENSMUSG00000038704",
2345
  "ENSMUSG00000038725",
2346
  "ENSMUSG00000038738",
2347
  "ENSMUSG00000038742",
2348
  "ENSMUSG00000038754",
2349
+ "ENSMUSG00000038781",
2350
+ "ENSMUSG00000038782",
2351
  "ENSMUSG00000038791",
2352
  "ENSMUSG00000038793",
2353
  "ENSMUSG00000038805",
 
2358
  "ENSMUSG00000038884",
2359
  "ENSMUSG00000038893",
2360
  "ENSMUSG00000038902",
2361
+ "ENSMUSG00000038917",
2362
  "ENSMUSG00000038936",
2363
  "ENSMUSG00000038984",
2364
  "ENSMUSG00000039004",
2365
  "ENSMUSG00000039037",
2366
  "ENSMUSG00000039057",
 
2367
  "ENSMUSG00000039059",
2368
  "ENSMUSG00000039068",
2369
  "ENSMUSG00000039070",
 
2390
  "ENSMUSG00000039323",
2391
  "ENSMUSG00000039345",
2392
  "ENSMUSG00000039347",
2393
+ "ENSMUSG00000039349",
2394
  "ENSMUSG00000039357",
2395
  "ENSMUSG00000039372",
2396
  "ENSMUSG00000039375",
2397
  "ENSMUSG00000039376",
2398
+ "ENSMUSG00000039377",
2399
  "ENSMUSG00000039382",
2400
  "ENSMUSG00000039385",
2401
  "ENSMUSG00000039391",
2402
  "ENSMUSG00000039395",
2403
  "ENSMUSG00000039405",
 
 
2404
  "ENSMUSG00000039427",
2405
  "ENSMUSG00000039438",
2406
  "ENSMUSG00000039450",
 
2410
  "ENSMUSG00000039476",
2411
  "ENSMUSG00000039483",
2412
  "ENSMUSG00000039485",
2413
+ "ENSMUSG00000039518",
2414
  "ENSMUSG00000039521",
2415
  "ENSMUSG00000039533",
2416
  "ENSMUSG00000039542",
2417
  "ENSMUSG00000039546",
2418
  "ENSMUSG00000039552",
2419
  "ENSMUSG00000039556",
2420
+ "ENSMUSG00000039577",
2421
  "ENSMUSG00000039601",
2422
  "ENSMUSG00000039632",
2423
  "ENSMUSG00000039633",
2424
  "ENSMUSG00000039634",
2425
+ "ENSMUSG00000039637",
2426
  "ENSMUSG00000039661",
2427
  "ENSMUSG00000039672",
 
2428
  "ENSMUSG00000039706",
2429
  "ENSMUSG00000039710",
2430
  "ENSMUSG00000039714",
 
2434
  "ENSMUSG00000039809",
2435
  "ENSMUSG00000039826",
2436
  "ENSMUSG00000039830",
2437
+ "ENSMUSG00000039851",
2438
  "ENSMUSG00000039860",
2439
  "ENSMUSG00000039878",
2440
  "ENSMUSG00000039904",
 
2455
  "ENSMUSG00000040134",
2456
  "ENSMUSG00000040138",
2457
  "ENSMUSG00000040163",
2458
+ "ENSMUSG00000040164",
2459
  "ENSMUSG00000040170",
2460
  "ENSMUSG00000040181",
2461
  "ENSMUSG00000040183",
 
2484
  "ENSMUSG00000040441",
2485
  "ENSMUSG00000040447",
2486
  "ENSMUSG00000040485",
2487
+ "ENSMUSG00000040495",
2488
  "ENSMUSG00000040511",
2489
  "ENSMUSG00000040524",
2490
  "ENSMUSG00000040533",
 
2492
  "ENSMUSG00000040552",
2493
  "ENSMUSG00000040564",
2494
  "ENSMUSG00000040592",
2495
+ "ENSMUSG00000040621",
2496
  "ENSMUSG00000040627",
2497
  "ENSMUSG00000040629",
2498
  "ENSMUSG00000040648",
 
2499
  "ENSMUSG00000040694",
2500
  "ENSMUSG00000040703",
2501
  "ENSMUSG00000040724",
 
2525
  "ENSMUSG00000041014",
2526
  "ENSMUSG00000041046",
2527
  "ENSMUSG00000041052",
 
2528
  "ENSMUSG00000041078",
2529
  "ENSMUSG00000041120",
2530
  "ENSMUSG00000041134",
2531
  "ENSMUSG00000041141",
 
2532
  "ENSMUSG00000041202",
2533
  "ENSMUSG00000041205",
2534
  "ENSMUSG00000041241",
 
2543
  "ENSMUSG00000041377",
2544
  "ENSMUSG00000041378",
2545
  "ENSMUSG00000041380",
 
2546
  "ENSMUSG00000041420",
2547
  "ENSMUSG00000041423",
2548
  "ENSMUSG00000041429",
 
2550
  "ENSMUSG00000041460",
2551
  "ENSMUSG00000041476",
2552
  "ENSMUSG00000041479",
2553
+ "ENSMUSG00000041481",
2554
  "ENSMUSG00000041515",
2555
  "ENSMUSG00000041540",
2556
  "ENSMUSG00000041556",
 
2559
  "ENSMUSG00000041577",
2560
  "ENSMUSG00000041607",
2561
  "ENSMUSG00000041616",
2562
+ "ENSMUSG00000041617",
2563
  "ENSMUSG00000041633",
2564
  "ENSMUSG00000041644",
2565
  "ENSMUSG00000041654",
 
2587
  "ENSMUSG00000042046",
2588
  "ENSMUSG00000042066",
2589
  "ENSMUSG00000042078",
2590
+ "ENSMUSG00000042115",
2591
  "ENSMUSG00000042116",
2592
  "ENSMUSG00000042118",
2593
  "ENSMUSG00000042129",
 
2594
  "ENSMUSG00000042179",
2595
  "ENSMUSG00000042182",
 
2596
  "ENSMUSG00000042240",
2597
  "ENSMUSG00000042246",
2598
  "ENSMUSG00000042248",
 
2600
  "ENSMUSG00000042254",
2601
  "ENSMUSG00000042262",
2602
  "ENSMUSG00000042265",
2603
+ "ENSMUSG00000042269",
2604
  "ENSMUSG00000042275",
2605
  "ENSMUSG00000042282",
2606
  "ENSMUSG00000042308",
 
2625
  "ENSMUSG00000042529",
2626
  "ENSMUSG00000042532",
2627
  "ENSMUSG00000042540",
2628
+ "ENSMUSG00000042581",
2629
  "ENSMUSG00000042589",
2630
  "ENSMUSG00000042604",
2631
  "ENSMUSG00000042607",
2632
  "ENSMUSG00000042628",
 
2633
  "ENSMUSG00000042662",
2634
  "ENSMUSG00000042671",
2635
  "ENSMUSG00000042678",
 
2641
  "ENSMUSG00000042770",
2642
  "ENSMUSG00000042784",
2643
  "ENSMUSG00000042787",
2644
+ "ENSMUSG00000042788",
2645
  "ENSMUSG00000042804",
2646
  "ENSMUSG00000042808",
2647
+ "ENSMUSG00000042821",
2648
  "ENSMUSG00000042842",
2649
  "ENSMUSG00000042845",
2650
  "ENSMUSG00000042846",
 
2655
  "ENSMUSG00000043013",
2656
  "ENSMUSG00000043020",
2657
  "ENSMUSG00000043050",
2658
+ "ENSMUSG00000043051",
2659
  "ENSMUSG00000043068",
2660
  "ENSMUSG00000043110",
2661
  "ENSMUSG00000043122",
 
2663
  "ENSMUSG00000043164",
2664
  "ENSMUSG00000043230",
2665
  "ENSMUSG00000043243",
 
2666
  "ENSMUSG00000043257",
2667
  "ENSMUSG00000043366",
2668
  "ENSMUSG00000043421",
 
2670
  "ENSMUSG00000043448",
2671
  "ENSMUSG00000043458",
2672
  "ENSMUSG00000043460",
2673
+ "ENSMUSG00000043463",
2674
  "ENSMUSG00000043467",
2675
  "ENSMUSG00000043501",
 
2676
  "ENSMUSG00000043556",
2677
+ "ENSMUSG00000043592",
2678
  "ENSMUSG00000043613",
2679
  "ENSMUSG00000043671",
2680
  "ENSMUSG00000043673",
2681
+ "ENSMUSG00000043681",
2682
  "ENSMUSG00000043753",
2683
  "ENSMUSG00000043760",
2684
  "ENSMUSG00000043807",
 
2686
  "ENSMUSG00000043832",
2687
  "ENSMUSG00000043833",
2688
  "ENSMUSG00000043932",
 
2689
  "ENSMUSG00000043999",
2690
  "ENSMUSG00000044005",
2691
  "ENSMUSG00000044006",
2692
+ "ENSMUSG00000044033",
2693
  "ENSMUSG00000044041",
2694
  "ENSMUSG00000044043",
2695
  "ENSMUSG00000044052",
 
2705
  "ENSMUSG00000044206",
2706
  "ENSMUSG00000044216",
2707
  "ENSMUSG00000044217",
2708
+ "ENSMUSG00000044231",
2709
  "ENSMUSG00000044252",
2710
  "ENSMUSG00000044258",
2711
  "ENSMUSG00000044276",
 
2721
  "ENSMUSG00000044362",
2722
  "ENSMUSG00000044390",
2723
  "ENSMUSG00000044400",
 
2724
  "ENSMUSG00000044430",
 
2725
  "ENSMUSG00000044469",
 
2726
  "ENSMUSG00000044502",
2727
  "ENSMUSG00000044519",
2728
  "ENSMUSG00000044526",
2729
+ "ENSMUSG00000044528",
2730
  "ENSMUSG00000044551",
2731
  "ENSMUSG00000044583",
2732
  "ENSMUSG00000044594",
 
2733
  "ENSMUSG00000044647",
2734
  "ENSMUSG00000044674",
2735
  "ENSMUSG00000044676",
2736
  "ENSMUSG00000044689",
 
2737
  "ENSMUSG00000044708",
2738
  "ENSMUSG00000044734",
2739
  "ENSMUSG00000044748",
 
2743
  "ENSMUSG00000044835",
2744
  "ENSMUSG00000044847",
2745
  "ENSMUSG00000044860",
 
2746
  "ENSMUSG00000044912",
2747
  "ENSMUSG00000044921",
2748
  "ENSMUSG00000044938",
 
2749
  "ENSMUSG00000044982",
2750
  "ENSMUSG00000044988",
 
2751
  "ENSMUSG00000045027",
2752
  "ENSMUSG00000045083",
2753
  "ENSMUSG00000045087",
 
2755
  "ENSMUSG00000045100",
2756
  "ENSMUSG00000045103",
2757
  "ENSMUSG00000045136",
2758
+ "ENSMUSG00000045165",
2759
  "ENSMUSG00000045179",
2760
  "ENSMUSG00000045201",
2761
  "ENSMUSG00000045232",
 
2769
  "ENSMUSG00000045381",
2770
  "ENSMUSG00000045410",
2771
  "ENSMUSG00000045475",
 
2772
  "ENSMUSG00000045532",
2773
  "ENSMUSG00000045538",
2774
  "ENSMUSG00000045545",
2775
+ "ENSMUSG00000045551",
2776
  "ENSMUSG00000045573",
2777
  "ENSMUSG00000045594",
2778
  "ENSMUSG00000045608",
2779
  "ENSMUSG00000045613",
2780
+ "ENSMUSG00000045620",
2781
  "ENSMUSG00000045625",
2782
  "ENSMUSG00000045657",
2783
  "ENSMUSG00000045664",
2784
  "ENSMUSG00000045667",
2785
  "ENSMUSG00000045689",
 
2786
  "ENSMUSG00000045731",
2787
  "ENSMUSG00000045763",
 
2788
  "ENSMUSG00000045822",
2789
  "ENSMUSG00000045930",
2790
  "ENSMUSG00000045932",
 
2804
  "ENSMUSG00000046178",
2805
  "ENSMUSG00000046182",
2806
  "ENSMUSG00000046192",
 
2807
  "ENSMUSG00000046213",
2808
  "ENSMUSG00000046240",
2809
+ "ENSMUSG00000046245",
2810
  "ENSMUSG00000046259",
2811
  "ENSMUSG00000046275",
2812
  "ENSMUSG00000046317",
 
2819
  "ENSMUSG00000046447",
2820
  "ENSMUSG00000046470",
2821
  "ENSMUSG00000046480",
 
2822
  "ENSMUSG00000046491",
2823
  "ENSMUSG00000046500",
2824
  "ENSMUSG00000046523",
 
2827
  "ENSMUSG00000046607",
2828
  "ENSMUSG00000046623",
2829
  "ENSMUSG00000046637",
 
2830
  "ENSMUSG00000046709",
2831
  "ENSMUSG00000046804",
2832
  "ENSMUSG00000046811",
 
2834
  "ENSMUSG00000046818",
2835
  "ENSMUSG00000046826",
2836
  "ENSMUSG00000046834",
 
2837
  "ENSMUSG00000046856",
2838
  "ENSMUSG00000046886",
2839
  "ENSMUSG00000046947",
2840
+ "ENSMUSG00000046957",
2841
  "ENSMUSG00000046959",
2842
  "ENSMUSG00000046999",
2843
  "ENSMUSG00000047003",
2844
  "ENSMUSG00000047036",
2845
  "ENSMUSG00000047037",
2846
+ "ENSMUSG00000047085",
2847
  "ENSMUSG00000047098",
2848
  "ENSMUSG00000047109",
2849
  "ENSMUSG00000047216",
 
2854
  "ENSMUSG00000047281",
2855
  "ENSMUSG00000047293",
2856
  "ENSMUSG00000047330",
2857
+ "ENSMUSG00000047363",
2858
  "ENSMUSG00000047388",
2859
  "ENSMUSG00000047423",
2860
  "ENSMUSG00000047428",
 
2862
  "ENSMUSG00000047473",
2863
  "ENSMUSG00000047495",
2864
  "ENSMUSG00000047501",
2865
+ "ENSMUSG00000047511",
2866
  "ENSMUSG00000047517",
2867
  "ENSMUSG00000047583",
2868
  "ENSMUSG00000047613",
 
2876
  "ENSMUSG00000047797",
2877
  "ENSMUSG00000047810",
2878
  "ENSMUSG00000047842",
 
2879
  "ENSMUSG00000047875",
2880
  "ENSMUSG00000047884",
 
2881
  "ENSMUSG00000047910",
2882
  "ENSMUSG00000047911",
2883
  "ENSMUSG00000047938",
 
2906
  "ENSMUSG00000048373",
2907
  "ENSMUSG00000048387",
2908
  "ENSMUSG00000048440",
 
2909
  "ENSMUSG00000048455",
2910
  "ENSMUSG00000048480",
2911
  "ENSMUSG00000048482",
 
2916
  "ENSMUSG00000048583",
2917
  "ENSMUSG00000048621",
2918
  "ENSMUSG00000048644",
 
2919
  "ENSMUSG00000048720",
2920
  "ENSMUSG00000048728",
2921
  "ENSMUSG00000048747",
 
2928
  "ENSMUSG00000048834",
2929
  "ENSMUSG00000048856",
2930
  "ENSMUSG00000048939",
 
2931
  "ENSMUSG00000048988",
2932
  "ENSMUSG00000049037",
2933
  "ENSMUSG00000049086",
2934
  "ENSMUSG00000049093",
2935
  "ENSMUSG00000049100",
2936
  "ENSMUSG00000049107",
 
2937
  "ENSMUSG00000049128",
2938
  "ENSMUSG00000049130",
2939
  "ENSMUSG00000049134",
2940
  "ENSMUSG00000049148",
2941
+ "ENSMUSG00000049152",
2942
+ "ENSMUSG00000049154",
2943
+ "ENSMUSG00000049164",
2944
+ "ENSMUSG00000049265",
2945
  "ENSMUSG00000049281",
2946
  "ENSMUSG00000049303",
2947
  "ENSMUSG00000049314",
 
2951
  "ENSMUSG00000049353",
2952
  "ENSMUSG00000049382",
2953
  "ENSMUSG00000049404",
 
2954
  "ENSMUSG00000049421",
2955
  "ENSMUSG00000049422",
 
2956
  "ENSMUSG00000049491",
 
2957
  "ENSMUSG00000049521",
2958
  "ENSMUSG00000049551",
2959
  "ENSMUSG00000049555",
2960
+ "ENSMUSG00000049583",
2961
  "ENSMUSG00000049612",
2962
  "ENSMUSG00000049624",
 
2963
  "ENSMUSG00000049641",
2964
  "ENSMUSG00000049670",
2965
  "ENSMUSG00000049685",
2966
  "ENSMUSG00000049709",
 
2967
  "ENSMUSG00000049723",
2968
  "ENSMUSG00000049807",
2969
  "ENSMUSG00000049878",
2970
  "ENSMUSG00000049892",
 
2971
  "ENSMUSG00000049939",
2972
  "ENSMUSG00000049940",
2973
  "ENSMUSG00000049950",
 
3004
  "ENSMUSG00000050503",
3005
  "ENSMUSG00000050505",
3006
  "ENSMUSG00000050538",
3007
+ "ENSMUSG00000050556",
3008
  "ENSMUSG00000050558",
3009
  "ENSMUSG00000050578",
3010
  "ENSMUSG00000050625",
 
3023
  "ENSMUSG00000050854",
3024
  "ENSMUSG00000050875",
3025
  "ENSMUSG00000050919",
 
 
3026
  "ENSMUSG00000050965",
3027
  "ENSMUSG00000050967",
3028
  "ENSMUSG00000051029",
3029
+ "ENSMUSG00000051043",
3030
  "ENSMUSG00000051048",
3031
  "ENSMUSG00000051067",
3032
  "ENSMUSG00000051079",
3033
  "ENSMUSG00000051159",
3034
+ "ENSMUSG00000051184",
3035
  "ENSMUSG00000051209",
3036
  "ENSMUSG00000051212",
3037
  "ENSMUSG00000051228",
3038
  "ENSMUSG00000051242",
3039
  "ENSMUSG00000051279",
 
3040
  "ENSMUSG00000051346",
3041
  "ENSMUSG00000051351",
3042
  "ENSMUSG00000051359",
 
3071
  "ENSMUSG00000052221",
3072
  "ENSMUSG00000052229",
3073
  "ENSMUSG00000052271",
3074
+ "ENSMUSG00000052295",
3075
  "ENSMUSG00000052299",
3076
  "ENSMUSG00000052316",
3077
  "ENSMUSG00000052336",
 
3080
  "ENSMUSG00000052387",
3081
  "ENSMUSG00000052423",
3082
  "ENSMUSG00000052435",
3083
+ "ENSMUSG00000052477",
3084
  "ENSMUSG00000052520",
 
3085
  "ENSMUSG00000052551",
3086
  "ENSMUSG00000052562",
3087
  "ENSMUSG00000052581",
3088
  "ENSMUSG00000052584",
3089
  "ENSMUSG00000052613",
3090
  "ENSMUSG00000052698",
3091
+ "ENSMUSG00000052713",
3092
  "ENSMUSG00000052794",
3093
  "ENSMUSG00000052854",
3094
  "ENSMUSG00000052906",
3095
  "ENSMUSG00000052955",
3096
  "ENSMUSG00000052974",
3097
  "ENSMUSG00000052981",
3098
+ "ENSMUSG00000053004",
3099
  "ENSMUSG00000053024",
3100
  "ENSMUSG00000053025",
3101
  "ENSMUSG00000053044",
3102
  "ENSMUSG00000053062",
 
3103
  "ENSMUSG00000053110",
3104
  "ENSMUSG00000053111",
3105
  "ENSMUSG00000053137",
 
3114
  "ENSMUSG00000053297",
3115
  "ENSMUSG00000053310",
3116
  "ENSMUSG00000053318",
 
3117
  "ENSMUSG00000053398",
3118
  "ENSMUSG00000053469",
3119
  "ENSMUSG00000053475",
 
3126
  "ENSMUSG00000053617",
3127
  "ENSMUSG00000053644",
3128
  "ENSMUSG00000053654",
3129
+ "ENSMUSG00000053687",
3130
  "ENSMUSG00000053702",
3131
+ "ENSMUSG00000053714",
3132
  "ENSMUSG00000053730",
3133
  "ENSMUSG00000053765",
3134
  "ENSMUSG00000053797",
 
3142
  "ENSMUSG00000054021",
3143
  "ENSMUSG00000054072",
3144
  "ENSMUSG00000054079",
3145
+ "ENSMUSG00000054099",
3146
  "ENSMUSG00000054146",
3147
  "ENSMUSG00000054162",
3148
  "ENSMUSG00000054169",
 
3151
  "ENSMUSG00000054203",
3152
  "ENSMUSG00000054206",
3153
  "ENSMUSG00000054258",
 
3154
  "ENSMUSG00000054381",
3155
+ "ENSMUSG00000054383",
3156
  "ENSMUSG00000054385",
3157
  "ENSMUSG00000054400",
3158
  "ENSMUSG00000054417",
 
3193
  "ENSMUSG00000055041",
3194
  "ENSMUSG00000055061",
3195
  "ENSMUSG00000055069",
3196
+ "ENSMUSG00000055078",
3197
  "ENSMUSG00000055102",
3198
  "ENSMUSG00000055128",
 
3199
  "ENSMUSG00000055170",
3200
  "ENSMUSG00000055202",
3201
  "ENSMUSG00000055214",
 
3223
  "ENSMUSG00000055761",
3224
  "ENSMUSG00000055835",
3225
  "ENSMUSG00000055865",
3226
+ "ENSMUSG00000055866",
3227
  "ENSMUSG00000055912",
3228
  "ENSMUSG00000055917",
3229
  "ENSMUSG00000055937",
3230
  "ENSMUSG00000055945",
 
3231
  "ENSMUSG00000056035",
3232
  "ENSMUSG00000056054",
3233
  "ENSMUSG00000056071",
3234
+ "ENSMUSG00000056089",
3235
  "ENSMUSG00000056121",
3236
  "ENSMUSG00000056162",
 
3237
  "ENSMUSG00000056222",
3238
  "ENSMUSG00000056258",
3239
  "ENSMUSG00000056267",
3240
+ "ENSMUSG00000056270",
3241
  "ENSMUSG00000056290",
3242
  "ENSMUSG00000056296",
3243
  "ENSMUSG00000056328",
 
3247
  "ENSMUSG00000056427",
3248
  "ENSMUSG00000056481",
3249
  "ENSMUSG00000056486",
3250
+ "ENSMUSG00000056487",
3251
  "ENSMUSG00000056515",
3252
  "ENSMUSG00000056529",
3253
  "ENSMUSG00000056569",
 
3262
  "ENSMUSG00000056973",
3263
  "ENSMUSG00000056978",
3264
  "ENSMUSG00000057003",
 
3265
  "ENSMUSG00000057123",
3266
  "ENSMUSG00000057134",
3267
  "ENSMUSG00000057143",
 
3304
  "ENSMUSG00000058589",
3305
  "ENSMUSG00000058620",
3306
  "ENSMUSG00000058669",
 
 
3307
  "ENSMUSG00000058728",
3308
  "ENSMUSG00000058740",
3309
  "ENSMUSG00000058741",
 
3327
  "ENSMUSG00000059277",
3328
  "ENSMUSG00000059280",
3329
  "ENSMUSG00000059305",
 
3330
  "ENSMUSG00000059326",
3331
  "ENSMUSG00000059361",
3332
  "ENSMUSG00000059395",
3333
  "ENSMUSG00000059412",
3334
+ "ENSMUSG00000059423",
3335
  "ENSMUSG00000059430",
3336
  "ENSMUSG00000059439",
 
3337
  "ENSMUSG00000059481",
3338
  "ENSMUSG00000059498",
3339
  "ENSMUSG00000059534",
3340
  "ENSMUSG00000059639",
3341
  "ENSMUSG00000059654",
3342
  "ENSMUSG00000059668",
3343
+ "ENSMUSG00000059674",
3344
  "ENSMUSG00000059741",
3345
  "ENSMUSG00000059854",
3346
  "ENSMUSG00000059857",
3347
+ "ENSMUSG00000059895",
3348
  "ENSMUSG00000059908",
3349
  "ENSMUSG00000059956",
3350
  "ENSMUSG00000059974",
3351
  "ENSMUSG00000059994",
3352
  "ENSMUSG00000060002",
 
3353
  "ENSMUSG00000060044",
3354
  "ENSMUSG00000060177",
3355
  "ENSMUSG00000060180",
 
3358
  "ENSMUSG00000060204",
3359
  "ENSMUSG00000060224",
3360
  "ENSMUSG00000060240",
3361
+ "ENSMUSG00000060244",
3362
  "ENSMUSG00000060284",
3363
  "ENSMUSG00000060314",
3364
  "ENSMUSG00000060317",
 
3366
  "ENSMUSG00000060397",
3367
  "ENSMUSG00000060402",
3368
  "ENSMUSG00000060407",
3369
+ "ENSMUSG00000060445",
3370
  "ENSMUSG00000060459",
3371
  "ENSMUSG00000060509",
 
3372
  "ENSMUSG00000060548",
3373
  "ENSMUSG00000060560",
3374
  "ENSMUSG00000060568",
 
3385
  "ENSMUSG00000060961",
3386
  "ENSMUSG00000060962",
3387
  "ENSMUSG00000060985",
 
3388
  "ENSMUSG00000061068",
3389
  "ENSMUSG00000061080",
3390
  "ENSMUSG00000061086",
 
3417
  "ENSMUSG00000061911",
3418
  "ENSMUSG00000061959",
3419
  "ENSMUSG00000062012",
3420
+ "ENSMUSG00000062077",
3421
  "ENSMUSG00000062078",
3422
  "ENSMUSG00000062082",
3423
  "ENSMUSG00000062098",
 
3425
  "ENSMUSG00000062151",
3426
  "ENSMUSG00000062181",
3427
  "ENSMUSG00000062184",
 
3428
  "ENSMUSG00000062257",
3429
  "ENSMUSG00000062309",
3430
  "ENSMUSG00000062329",
3431
  "ENSMUSG00000062345",
3432
+ "ENSMUSG00000062372",
3433
  "ENSMUSG00000062380",
3434
  "ENSMUSG00000062391",
3435
+ "ENSMUSG00000062432",
3436
  "ENSMUSG00000062444",
3437
  "ENSMUSG00000062478",
3438
  "ENSMUSG00000062515",
 
3443
  "ENSMUSG00000062591",
3444
  "ENSMUSG00000062609",
3445
  "ENSMUSG00000062624",
3446
+ "ENSMUSG00000062694",
3447
  "ENSMUSG00000062762",
3448
+ "ENSMUSG00000062944",
 
3449
  "ENSMUSG00000062949",
3450
  "ENSMUSG00000062960",
3451
  "ENSMUSG00000063011",
 
3452
  "ENSMUSG00000063089",
3453
+ "ENSMUSG00000063130",
3454
  "ENSMUSG00000063177",
3455
  "ENSMUSG00000063232",
3456
  "ENSMUSG00000063234",
 
3462
  "ENSMUSG00000063434",
3463
  "ENSMUSG00000063445",
3464
  "ENSMUSG00000063522",
 
3465
  "ENSMUSG00000063590",
3466
  "ENSMUSG00000063594",
 
3467
  "ENSMUSG00000063626",
3468
  "ENSMUSG00000063632",
3469
  "ENSMUSG00000063651",
 
3473
  "ENSMUSG00000063730",
3474
  "ENSMUSG00000063767",
3475
  "ENSMUSG00000063796",
 
3476
  "ENSMUSG00000063887",
3477
  "ENSMUSG00000063903",
3478
  "ENSMUSG00000063931",
3479
  "ENSMUSG00000064023",
3480
  "ENSMUSG00000064036",
3481
+ "ENSMUSG00000064052",
3482
  "ENSMUSG00000064057",
3483
+ "ENSMUSG00000064063",
3484
  "ENSMUSG00000064068",
3485
  "ENSMUSG00000064080",
 
3486
  "ENSMUSG00000064115",
3487
+ "ENSMUSG00000064138",
3488
  "ENSMUSG00000064140",
3489
  "ENSMUSG00000064158",
3490
+ "ENSMUSG00000064202",
3491
  "ENSMUSG00000064254",
3492
  "ENSMUSG00000064293",
 
3493
  "ENSMUSG00000064325",
3494
  "ENSMUSG00000064329",
3495
  "ENSMUSG00000065987",
 
3532
  "ENSMUSG00000067341",
3533
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3536
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3537
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3538
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3539
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3562
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3570
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3571
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3572
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3573
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3590
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3601
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3602
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3603
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3604
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3605
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3606
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3619
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3620
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3621
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3622
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3623
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3624
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3631
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3632
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3633
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3634
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3635
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3636
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3639
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3642
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3645
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3647
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3652
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3655
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3657
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3660
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3661
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3663
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3666
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3667
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3668
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3669
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3670
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3671
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3676
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3678
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3679
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3680
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3681
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3682
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3703
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3704
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3710
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3711
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3712
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3713
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3718
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3719
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3720
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3721
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3722
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3723
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3724
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3725
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3726
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3727
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3728
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3732
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3733
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3734
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3735
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3736
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3737
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3740
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3741
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3742
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3743
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3744
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3745
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3746
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3748
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3750
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3751
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3752
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3753
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3754
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3755
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3756
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3757
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3758
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3759
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4000
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4001
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4002
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4003
  ],
4004
  "label_categories": [
 
4055
  "erythroblast",
4056
  "erythrocyte",
4057
  "erythroid progenitor cell, mammalian",
4058
+ "fenestrated endothelial cell",
4059
  "fibroblast",
4060
  "fibroblast of cardiac tissue",
4061
  "fibroblast of lung",
 
4136
  "proerythroblast",
4137
  "professional antigen presenting cell",
4138
  "promonocyte",
4139
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4140
+ "pulmonary alveolar type 2 cell",
4141
  "pulmonary interstitial fibroblast",
4142
  "regular atrial cardiac myocyte",
4143
  "regular ventricular cardiac myocyte",
 
4152
  "stromal cell",
4153
  "thymocyte",
4154
  "type B pancreatic cell",
4155
+ "vein endothelial cell",
4156
+ "unassigned"
4157
  ]
4158
  }
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