popV version: 0.6.0
Browse files- .gitattributes +3 -0
- OnClass.data-00000-of-00001 +1 -1
- OnClass.index +0 -0
- OnClass.meta +0 -0
- OnClass.npz +2 -2
- README.md +0 -112
- accuracies.json +2 -2
- celltypist.pkl +1 -1
- svm_classifier_cuml.joblib → faiss_index.index +2 -2
- harmony_knn_classifier.joblib → harmony_knn_classifier.index +2 -2
- metadata.json +0 -31
- minified_ref_adata.h5ad +0 -3
- popv_output/predictions.csv +0 -0
- preprocessing.json +224 -224
- pynndescent_index.joblib +0 -3
- ref_labels.csv +0 -0
- scanvi/model.pt +2 -2
- scvi/model.pt +2 -2
- scvi_knn_classifier.joblib → scvi_knn_classifier.index +2 -2
- svm_classifier.joblib +2 -2
- xgboost_classifier.model +2 -2
.gitattributes
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README.md
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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:3.11.11
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- popV
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- 'tissue: Thymus'
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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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# Model description
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Tabula Sapiens is a benchmark, first-draft human cell atlas of over 1.1M cells from 28 organs of 24 normal human subjects. This work is the product of the Tabula Sapiens Consortium. Taking the organs from the same individual controls for genetic background, age, environment, and epigenetic effects, and allows detailed analysis and comparison of cell types that are shared between tissues.
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**Link to CELLxGENE**:
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Link to the [data](https://cellxgene.cziscience.com/e/0ced5e76-6040-47ff-8a72-93847965afc0.cxg/) in the CELLxGENE browser for interactive exploration of the data and download of the source data.
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**Training Code URL**:
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Not provided by uploader.
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# Metrics
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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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| 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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| CD4-positive, alpha-beta T cell | 748 | 0.76 | 0.85 | 0.85 | 0.72 | 0.00 | 0.77 | 0.71 | 0.79 | 0.85 |
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| CD4-positive, alpha-beta thymocyte | 447 | 0.70 | 0.52 | 0.76 | 0.63 | 0.00 | 0.60 | 0.61 | 0.70 | 0.74 |
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| B cell | 450 | 1.00 | 0.99 | 0.99 | 1.00 | 0.00 | 1.00 | 1.00 | 1.00 | 1.00 |
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| thymic fibroblast type 2 | 378 | 0.84 | 0.88 | 0.89 | 0.82 | 0.00 | 0.91 | 0.89 | 0.89 | 0.92 |
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| thymic fibroblast type 1 | 346 | 0.85 | 0.86 | 0.89 | 0.82 | 0.00 | 0.90 | 0.88 | 0.88 | 0.91 |
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| CD8-positive, alpha-beta T cell | 275 | 0.79 | 0.86 | 0.86 | 0.82 | 0.00 | 0.86 | 0.79 | 0.86 | 0.87 |
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| capillary endothelial cell | 270 | 0.79 | 0.84 | 0.90 | 0.79 | 0.00 | 0.83 | 0.83 | 0.82 | 0.86 |
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| naive thymus-derived CD4-positive, alpha-beta T cell | 259 | 0.48 | 0.44 | 0.51 | 0.31 | 0.00 | 0.49 | 0.35 | 0.51 | 0.54 |
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| smooth muscle cell | 228 | 0.98 | 0.97 | 0.97 | 0.98 | 0.00 | 0.99 | 0.98 | 0.98 | 0.99 |
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| vein endothelial cell | 213 | 0.82 | 0.82 | 0.90 | 0.77 | 0.00 | 0.84 | 0.84 | 0.84 | 0.87 |
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| plasma cell | 136 | 1.00 | 0.98 | 0.99 | 0.99 | 0.00 | 1.00 | 0.99 | 0.99 | 0.99 |
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| 46 |
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| endothelial cell of artery | 85 | 0.90 | 0.94 | 0.91 | 0.69 | 0.00 | 0.85 | 0.89 | 0.90 | 0.92 |
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| 47 |
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| macrophage | 86 | 0.98 | 0.98 | 0.97 | 0.98 | 0.00 | 0.98 | 0.99 | 1.00 | 0.99 |
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| CD8-positive, alpha-beta thymocyte | 71 | 0.68 | 0.78 | 0.85 | 0.52 | 0.00 | 0.72 | 0.67 | 0.73 | 0.82 |
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| thymocyte | 45 | 0.63 | 0.71 | 0.83 | 0.36 | 0.00 | 0.78 | 0.67 | 0.80 | 0.79 |
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| naive thymus-derived CD8-positive, alpha-beta T cell | 34 | 0.46 | 0.53 | 0.63 | 0.14 | 0.00 | 0.50 | 0.52 | 0.57 | 0.72 |
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| 51 |
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| natural killer cell | 46 | 0.89 | 0.97 | 0.93 | 0.92 | 0.00 | 0.90 | 0.94 | 0.94 | 0.98 |
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| endothelial cell of lymphatic vessel | 35 | 1.00 | 1.00 | 0.99 | 0.96 | 0.00 | 0.95 | 1.00 | 1.00 | 1.00 |
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| fibroblast | 23 | 0.46 | 0.22 | 0.18 | 0.77 | 0.00 | 0.73 | 0.79 | 0.75 | 0.84 |
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| vascular associated smooth muscle cell | 12 | 0.67 | 0.00 | 0.27 | 0.74 | 0.00 | 0.83 | 0.92 | 0.89 | 0.91 |
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| mesothelial cell | 16 | 0.93 | 0.93 | 0.97 | 0.88 | 0.00 | 0.91 | 0.94 | 0.88 | 0.97 |
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| erythrocyte | 18 | 0.91 | 1.00 | 0.91 | 0.94 | 0.00 | 0.94 | 0.97 | 0.97 | 0.97 |
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| neuro-medullary thymic epithelial cell | 14 | 0.96 | 0.96 | 0.92 | 0.96 | 0.00 | 0.93 | 1.00 | 0.96 | 1.00 |
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| neutrophil | 12 | 0.74 | 0.79 | 0.92 | 0.92 | 0.00 | 0.92 | 0.92 | 0.83 | 0.88 |
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| hematopoietic precursor cell | 10 | 0.80 | 0.18 | 0.95 | 0.90 | 0.00 | 0.90 | 0.89 | 0.82 | 0.84 |
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| myo-medullary thymic epithelial cell | 5 | 0.91 | 0.91 | 0.89 | 0.91 | 0.00 | 0.91 | 0.91 | 0.91 | 0.91 |
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| medullary thymic epithelial cell | 7 | 1.00 | 0.83 | 0.92 | 0.62 | 0.00 | 0.88 | 0.92 | 1.00 | 1.00 |
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| monocyte | 2 | 0.00 | 0.00 | 0.80 | 0.00 | 0.00 | 0.67 | 0.67 | 1.00 | 0.67 |
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| mast cell | 2 | 1.00 | 1.00 | 0.67 | 0.00 | 0.00 | 0.40 | 1.00 | 1.00 | 1.00 |
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| fast muscle cell | 0 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 |
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| 65 |
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| T follicular helper cell | 0 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 |
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| innate lymphoid cell | 0 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 |
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| 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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The train accuracies are computed on the training data.
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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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| CD4-positive, alpha-beta T cell | 6378 | 0.75 | 0.81 | 0.89 | 0.79 | 0.00 | 0.78 | 0.74 | 0.78 | 0.86 |
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| CD4-positive, alpha-beta thymocyte | 4116 | 0.72 | 0.44 | 0.85 | 0.78 | 0.00 | 0.74 | 0.69 | 0.75 | 0.81 |
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| B cell | 4012 | 1.00 | 0.99 | 1.00 | 1.00 | 0.00 | 1.00 | 1.00 | 1.00 | 1.00 |
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| thymic fibroblast type 2 | 3827 | 0.88 | 0.90 | 0.94 | 0.90 | 0.00 | 0.93 | 0.92 | 0.92 | 0.95 |
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| thymic fibroblast type 1 | 2924 | 0.86 | 0.86 | 0.93 | 0.87 | 0.00 | 0.91 | 0.90 | 0.90 | 0.93 |
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| CD8-positive, alpha-beta T cell | 2542 | 0.79 | 0.84 | 0.90 | 0.85 | 0.00 | 0.82 | 0.82 | 0.84 | 0.87 |
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| capillary endothelial cell | 2351 | 0.79 | 0.85 | 0.94 | 0.87 | 0.00 | 0.88 | 0.89 | 0.88 | 0.91 |
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| naive thymus-derived CD4-positive, alpha-beta T cell | 2264 | 0.48 | 0.41 | 0.67 | 0.55 | 0.00 | 0.55 | 0.50 | 0.55 | 0.64 |
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| 81 |
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| smooth muscle cell | 1997 | 0.96 | 0.94 | 0.99 | 0.98 | 0.00 | 0.99 | 0.99 | 0.99 | 0.99 |
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| 82 |
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| vein endothelial cell | 1835 | 0.82 | 0.82 | 0.93 | 0.83 | 0.00 | 0.87 | 0.89 | 0.88 | 0.91 |
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| 83 |
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| plasma cell | 1442 | 0.99 | 0.99 | 0.99 | 1.00 | 0.00 | 1.00 | 1.00 | 1.00 | 1.00 |
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| 84 |
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| endothelial cell of artery | 688 | 0.89 | 0.92 | 0.96 | 0.78 | 0.00 | 0.93 | 0.94 | 0.94 | 0.96 |
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| 85 |
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| macrophage | 684 | 0.98 | 0.98 | 0.99 | 0.97 | 0.00 | 0.98 | 1.00 | 1.00 | 0.99 |
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| 86 |
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| CD8-positive, alpha-beta thymocyte | 601 | 0.64 | 0.70 | 0.82 | 0.63 | 0.00 | 0.78 | 0.79 | 0.82 | 0.86 |
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| thymocyte | 410 | 0.66 | 0.67 | 0.83 | 0.49 | 0.00 | 0.84 | 0.81 | 0.88 | 0.92 |
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| naive thymus-derived CD8-positive, alpha-beta T cell | 400 | 0.46 | 0.45 | 0.73 | 0.18 | 0.00 | 0.69 | 0.66 | 0.75 | 0.77 |
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| 89 |
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| natural killer cell | 382 | 0.86 | 0.90 | 0.93 | 0.90 | 0.00 | 0.91 | 0.96 | 0.96 | 0.96 |
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| endothelial cell of lymphatic vessel | 336 | 0.97 | 0.97 | 0.98 | 0.93 | 0.00 | 0.95 | 0.99 | 0.97 | 0.99 |
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| fibroblast | 249 | 0.65 | 0.07 | 0.96 | 0.89 | 0.00 | 0.97 | 0.89 | 0.91 | 0.96 |
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| vascular associated smooth muscle cell | 229 | 0.69 | 0.03 | 0.96 | 0.86 | 0.00 | 0.97 | 0.97 | 0.95 | 0.98 |
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| 93 |
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| mesothelial cell | 159 | 0.94 | 0.90 | 0.96 | 0.93 | 0.00 | 0.98 | 0.97 | 0.97 | 0.98 |
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| erythrocyte | 134 | 0.94 | 0.91 | 0.93 | 0.95 | 0.00 | 0.97 | 0.98 | 0.94 | 0.98 |
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| neuro-medullary thymic epithelial cell | 121 | 0.92 | 0.91 | 0.90 | 0.90 | 0.00 | 0.98 | 1.00 | 0.98 | 0.98 |
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| neutrophil | 109 | 0.61 | 0.73 | 0.90 | 0.85 | 0.00 | 0.97 | 1.00 | 1.00 | 1.00 |
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| hematopoietic precursor cell | 82 | 0.74 | 0.07 | 0.89 | 0.87 | 0.00 | 0.97 | 1.00 | 0.99 | 0.99 |
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| myo-medullary thymic epithelial cell | 72 | 0.85 | 0.87 | 0.96 | 0.95 | 0.00 | 0.98 | 0.99 | 0.99 | 0.97 |
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| medullary thymic epithelial cell | 36 | 0.83 | 0.62 | 0.87 | 0.67 | 0.00 | 0.96 | 1.00 | 1.00 | 0.96 |
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| monocyte | 24 | 0.00 | 0.00 | 0.82 | 0.42 | 0.00 | 0.84 | 1.00 | 0.98 | 0.93 |
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| mast cell | 22 | 0.88 | 0.77 | 0.87 | 0.71 | 0.00 | 0.78 | 0.96 | 1.00 | 1.00 |
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| fast muscle cell | 21 | 0.00 | 0.28 | 0.98 | 0.85 | 0.00 | 0.98 | 1.00 | 1.00 | 0.98 |
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| T follicular helper cell | 6 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.33 | 0.86 | 0.75 | 0.83 |
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| innate lymphoid cell | 2 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.80 | 0.50 | 1.00 | 1.00 |
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| endothelial cell | 1 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 1.00 | 0.67 | 1.00 | 1.00 |
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</details>
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# References
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Tabula Sapiens reveals transcription factor expression, senescence effects, and sex-specific features in cell types from 28 human organs and tissues, The Tabula Sapiens Consortium; bioRxiv, doi: https://doi.org/10.1101/2024.12.03.626516
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accuracies.json
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"query_accuracy": "| Cell Type | N cells | celltypist | knn bbknn | knn harmony | knn on scvi | onclass | scanvi | svm | xgboost | Consensus Prediction |\n| --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- |\n| CD4-positive, alpha-beta T cell |
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"ref_accuracy": "| Cell Type | N cells | celltypist | knn bbknn | knn harmony | knn on scvi | onclass | scanvi | svm | xgboost | Consensus Prediction |\n| --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- |\n| CD4-positive, alpha-beta T cell |
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}
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| 2 |
+
"query_accuracy": "| Cell Type | N cells | celltypist | knn bbknn | knn harmony | knn on scvi | onclass | scanvi | svm | xgboost | Consensus Prediction |\n| --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- |\n| CD4-positive, alpha-beta T cell | 745 | 0.76 | 0.84 | 0.86 | 0.81 | 0.00 | 0.80 | 0.73 | 0.79 | 0.87 |\n| CD4-positive, alpha-beta thymocyte | 424 | 0.68 | 0.54 | 0.78 | 0.69 | 0.00 | 0.69 | 0.63 | 0.71 | 0.77 |\n| B cell | 453 | 1.00 | 1.00 | 0.99 | 1.00 | 0.00 | 1.00 | 1.00 | 1.00 | 1.00 |\n| thymic fibroblast type 2 | 381 | 0.85 | 0.90 | 0.91 | 0.92 | 0.00 | 0.91 | 0.89 | 0.90 | 0.94 |\n| thymic fibroblast type 1 | 337 | 0.85 | 0.89 | 0.89 | 0.91 | 0.00 | 0.90 | 0.89 | 0.89 | 0.92 |\n| CD8-positive, alpha-beta T cell | 290 | 0.80 | 0.87 | 0.87 | 0.84 | 0.00 | 0.85 | 0.84 | 0.87 | 0.88 |\n| capillary endothelial cell | 275 | 0.82 | 0.86 | 0.90 | 0.85 | 0.00 | 0.84 | 0.85 | 0.84 | 0.88 |\n| naive thymus-derived CD4-positive, alpha-beta T cell | 261 | 0.50 | 0.45 | 0.55 | 0.44 | 0.00 | 0.56 | 0.40 | 0.51 | 0.59 |\n| smooth muscle cell | 223 | 0.98 | 0.96 | 0.97 | 0.97 | 0.00 | 0.99 | 0.99 | 0.98 | 0.99 |\n| vein endothelial cell | 213 | 0.84 | 0.84 | 0.88 | 0.85 | 0.00 | 0.86 | 0.86 | 0.85 | 0.88 |\n| plasma cell | 138 | 1.00 | 1.00 | 1.00 | 0.99 | 0.00 | 0.99 | 1.00 | 1.00 | 1.00 |\n| endothelial cell of artery | 85 | 0.84 | 0.93 | 0.95 | 0.87 | 0.00 | 0.87 | 0.91 | 0.91 | 0.94 |\n| macrophage | 87 | 0.97 | 0.98 | 0.99 | 0.98 | 0.00 | 0.98 | 0.99 | 0.98 | 0.99 |\n| CD8-positive, alpha-beta thymocyte | 74 | 0.70 | 0.78 | 0.81 | 0.64 | 0.00 | 0.75 | 0.63 | 0.67 | 0.81 |\n| thymocyte | 48 | 0.68 | 0.76 | 0.79 | 0.80 | 0.00 | 0.63 | 0.65 | 0.81 | 0.84 |\n| naive thymus-derived CD8-positive, alpha-beta T cell | 38 | 0.58 | 0.54 | 0.54 | 0.00 | 0.00 | 0.55 | 0.47 | 0.59 | 0.66 |\n| natural killer cell | 44 | 0.89 | 0.98 | 0.95 | 0.89 | 0.00 | 0.82 | 0.90 | 0.94 | 0.97 |\n| endothelial cell of lymphatic vessel | 35 | 1.00 | 1.00 | 0.99 | 0.96 | 0.00 | 0.95 | 0.99 | 0.99 | 1.00 |\n| fibroblast | 22 | 0.45 | 0.19 | 0.29 | 0.08 | 0.00 | 1.00 | 0.74 | 0.84 | 0.85 |\n| vascular associated smooth muscle cell | 15 | 0.77 | 0.00 | 0.40 | 0.42 | 0.00 | 0.93 | 0.97 | 0.85 | 0.85 |\n| mesothelial cell | 15 | 0.74 | 0.93 | 0.93 | 0.73 | 0.00 | 0.85 | 0.85 | 0.90 | 0.90 |\n| erythrocyte | 17 | 0.91 | 0.94 | 0.88 | 0.91 | 0.00 | 0.94 | 0.91 | 0.94 | 0.94 |\n| neuro-medullary thymic epithelial cell | 15 | 0.97 | 0.97 | 0.89 | 0.97 | 0.00 | 0.94 | 0.97 | 0.97 | 1.00 |\n| neutrophil | 12 | 0.74 | 0.81 | 0.92 | 0.88 | 0.00 | 0.88 | 0.92 | 0.87 | 0.88 |\n| hematopoietic precursor cell | 10 | 0.80 | 0.43 | 0.90 | 0.90 | 0.00 | 0.90 | 0.90 | 0.86 | 0.84 |\n| myo-medullary thymic epithelial cell | 5 | 0.91 | 0.91 | 0.91 | 1.00 | 0.00 | 0.91 | 0.91 | 0.91 | 0.91 |\n| medullary thymic epithelial cell | 7 | 1.00 | 1.00 | 0.92 | 0.67 | 0.00 | 0.86 | 1.00 | 1.00 | 1.00 |\n| monocyte | 1 | 0.00 | 0.00 | 1.00 | 0.00 | 0.00 | 0.00 | 1.00 | 0.00 | 0.00 |\n| mast cell | 3 | 0.00 | 1.00 | 1.00 | 0.50 | 0.00 | 0.57 | 1.00 | 1.00 | 1.00 |\n| fast muscle cell | 0 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 |\n| T follicular helper cell | 0 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 |\n| innate lymphoid cell | 0 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 |\n| endothelial 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| CD4-positive, alpha-beta T cell | 6381 | 0.76 | 0.84 | 0.87 | 0.82 | 0.00 | 0.82 | 0.74 | 0.78 | 0.87 |\n| CD4-positive, alpha-beta thymocyte | 4139 | 0.72 | 0.53 | 0.82 | 0.75 | 0.00 | 0.76 | 0.69 | 0.75 | 0.81 |\n| B cell | 4009 | 1.00 | 1.00 | 1.00 | 1.00 | 0.00 | 1.00 | 1.00 | 1.00 | 1.00 |\n| thymic fibroblast type 2 | 3824 | 0.87 | 0.91 | 0.93 | 0.93 | 0.00 | 0.92 | 0.92 | 0.92 | 0.94 |\n| thymic fibroblast type 1 | 2933 | 0.84 | 0.89 | 0.91 | 0.89 | 0.00 | 0.90 | 0.90 | 0.90 | 0.92 |\n| CD8-positive, alpha-beta T cell | 2527 | 0.78 | 0.85 | 0.87 | 0.84 | 0.00 | 0.85 | 0.82 | 0.84 | 0.87 |\n| capillary endothelial cell | 2346 | 0.82 | 0.87 | 0.92 | 0.89 | 0.00 | 0.88 | 0.89 | 0.88 | 0.91 |\n| naive thymus-derived CD4-positive, alpha-beta T cell | 2262 | 0.49 | 0.45 | 0.60 | 0.54 | 0.00 | 0.60 | 0.50 | 0.57 | 0.65 |\n| smooth muscle cell | 2002 | 0.96 | 0.95 | 0.99 | 0.96 | 0.00 | 1.00 | 0.99 | 0.99 | 0.99 |\n| vein endothelial cell | 1835 | 0.83 | 0.84 | 0.91 | 0.87 | 0.00 | 0.88 | 0.89 | 0.88 | 0.91 |\n| plasma cell | 1440 | 0.99 | 0.99 | 0.99 | 0.99 | 0.00 | 0.99 | 1.00 | 1.00 | 1.00 |\n| endothelial cell of artery | 688 | 0.87 | 0.94 | 0.95 | 0.91 | 0.00 | 0.90 | 0.95 | 0.94 | 0.96 |\n| macrophage | 683 | 0.97 | 0.98 | 0.98 | 0.97 | 0.00 | 0.99 | 1.00 | 0.99 | 0.99 |\n| CD8-positive, alpha-beta thymocyte | 598 | 0.65 | 0.76 | 0.79 | 0.60 | 0.00 | 0.79 | 0.76 | 0.81 | 0.84 |\n| thymocyte | 407 | 0.68 | 0.71 | 0.80 | 0.74 | 0.00 | 0.73 | 0.83 | 0.87 | 0.91 |\n| naive thymus-derived CD8-positive, alpha-beta T cell | 396 | 0.57 | 0.54 | 0.66 | 0.13 | 0.00 | 0.68 | 0.68 | 0.74 | 0.79 |\n| natural killer cell | 384 | 0.88 | 0.92 | 0.92 | 0.86 | 0.00 | 0.87 | 0.95 | 0.95 | 0.96 |\n| endothelial cell of lymphatic vessel | 336 | 0.97 | 0.98 | 0.97 | 0.96 | 0.00 | 0.96 | 0.99 | 0.98 | 0.99 |\n| fibroblast | 250 | 0.65 | 0.31 | 0.90 | 0.29 | 0.00 | 0.99 | 0.86 | 0.91 | 0.95 |\n| vascular associated smooth muscle cell | 226 | 0.66 | 0.14 | 0.94 | 0.49 | 0.00 | 0.97 | 0.97 | 0.96 | 0.97 |\n| mesothelial cell | 160 | 0.87 | 0.94 | 0.95 | 0.91 | 0.00 | 0.96 | 0.97 | 0.98 | 0.97 |\n| erythrocyte | 135 | 0.93 | 0.93 | 0.92 | 0.94 | 0.00 | 0.94 | 0.94 | 0.95 | 0.97 |\n| neuro-medullary thymic epithelial cell | 120 | 0.92 | 0.94 | 0.87 | 0.87 | 0.00 | 0.95 | 1.00 | 0.98 | 0.95 |\n| neutrophil | 109 | 0.62 | 0.76 | 0.89 | 0.86 | 0.00 | 0.98 | 0.98 | 0.99 | 1.00 |\n| hematopoietic precursor cell | 82 | 0.74 | 0.36 | 0.87 | 0.86 | 0.00 | 0.96 | 0.99 | 0.99 | 0.99 |\n| myo-medullary thymic epithelial cell | 72 | 0.85 | 0.85 | 0.95 | 0.88 | 0.00 | 0.99 | 0.97 | 0.99 | 0.97 |\n| medullary thymic epithelial cell | 36 | 0.84 | 0.79 | 0.80 | 0.68 | 0.00 | 0.99 | 1.00 | 1.00 | 0.92 |\n| monocyte | 25 | 0.41 | 0.00 | 0.76 | 0.44 | 0.00 | 0.85 | 0.98 | 0.98 | 0.89 |\n| mast cell | 21 | 0.00 | 0.89 | 0.76 | 0.50 | 0.00 | 0.79 | 1.00 | 1.00 | 0.98 |\n| fast muscle cell | 21 | 0.00 | 0.09 | 0.95 | 0.38 | 0.00 | 0.95 | 1.00 | 1.00 | 0.98 |\n| T follicular helper cell | 6 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.29 | 0.75 | 0.75 | 0.83 |\n| innate lymphoid cell | 2 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.29 | 0.80 | 0.80 | 1.00 |\n| endothelial cell | 1 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.29 | 1.00 | 1.00 | 1.00 |"
|
| 4 |
}
|
celltypist.pkl
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metadata.json
DELETED
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{
|
| 2 |
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"popv_version": "0.5.0",
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"anndata_version": "0.11.3",
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"setup_dict": {
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|
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"unknown_celltype_label": "unassigned"
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|
| 9 |
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"prediction_keys": [
|
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"popv_celltypist_prediction",
|
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"popv_knn_bbknn_prediction",
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"method_kwargs": {},
|
| 20 |
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"methods": [
|
| 21 |
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|
| 22 |
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|
| 23 |
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"KNN_HARMONY",
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| 24 |
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|
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| 27 |
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"Support_Vector",
|
| 28 |
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"XGboost"
|
| 29 |
-
],
|
| 30 |
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"cellxgene_url": "https://cellxgene.cziscience.com/e/0ced5e76-6040-47ff-8a72-93847965afc0.cxg/"
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| 31 |
-
}
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minified_ref_adata.h5ad
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preprocessing.json
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|
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|
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|
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|
| 601 |
"ENSG00000104432",
|
| 602 |
"ENSG00000104442",
|
| 603 |
"ENSG00000104518",
|
| 604 |
-
"ENSG00000104626",
|
| 605 |
"ENSG00000104635",
|
| 606 |
"ENSG00000104738",
|
| 607 |
"ENSG00000104774",
|
|
@@ -620,7 +600,6 @@
|
|
| 620 |
"ENSG00000104980",
|
| 621 |
"ENSG00000105011",
|
| 622 |
"ENSG00000105146",
|
| 623 |
-
"ENSG00000105171",
|
| 624 |
"ENSG00000105173",
|
| 625 |
"ENSG00000105227",
|
| 626 |
"ENSG00000105229",
|
|
@@ -628,10 +607,10 @@
|
|
| 628 |
"ENSG00000105290",
|
| 629 |
"ENSG00000105298",
|
| 630 |
"ENSG00000105352",
|
|
|
|
| 631 |
"ENSG00000105374",
|
| 632 |
"ENSG00000105376",
|
| 633 |
"ENSG00000105383",
|
| 634 |
-
"ENSG00000105397",
|
| 635 |
"ENSG00000105486",
|
| 636 |
"ENSG00000105499",
|
| 637 |
"ENSG00000105509",
|
|
@@ -648,19 +627,18 @@
|
|
| 648 |
"ENSG00000105819",
|
| 649 |
"ENSG00000105835",
|
| 650 |
"ENSG00000105855",
|
| 651 |
-
"ENSG00000105865",
|
| 652 |
"ENSG00000105875",
|
| 653 |
"ENSG00000105889",
|
|
|
|
| 654 |
"ENSG00000105974",
|
| 655 |
"ENSG00000105976",
|
| 656 |
"ENSG00000105996",
|
| 657 |
"ENSG00000106013",
|
| 658 |
"ENSG00000106025",
|
| 659 |
-
"ENSG00000106049",
|
| 660 |
"ENSG00000106077",
|
| 661 |
"ENSG00000106086",
|
|
|
|
| 662 |
"ENSG00000106236",
|
| 663 |
-
"ENSG00000106258",
|
| 664 |
"ENSG00000106278",
|
| 665 |
"ENSG00000106290",
|
| 666 |
"ENSG00000106299",
|
|
@@ -685,14 +663,12 @@
|
|
| 685 |
"ENSG00000107021",
|
| 686 |
"ENSG00000107140",
|
| 687 |
"ENSG00000107147",
|
| 688 |
-
"ENSG00000107164",
|
| 689 |
"ENSG00000107175",
|
| 690 |
"ENSG00000107185",
|
| 691 |
"ENSG00000107331",
|
| 692 |
"ENSG00000107338",
|
| 693 |
"ENSG00000107438",
|
| 694 |
"ENSG00000107485",
|
| 695 |
-
"ENSG00000107731",
|
| 696 |
"ENSG00000107736",
|
| 697 |
"ENSG00000107742",
|
| 698 |
"ENSG00000107745",
|
|
@@ -701,7 +677,6 @@
|
|
| 701 |
"ENSG00000107796",
|
| 702 |
"ENSG00000107815",
|
| 703 |
"ENSG00000107821",
|
| 704 |
-
"ENSG00000107829",
|
| 705 |
"ENSG00000107833",
|
| 706 |
"ENSG00000107984",
|
| 707 |
"ENSG00000108091",
|
|
@@ -709,6 +684,7 @@
|
|
| 709 |
"ENSG00000108342",
|
| 710 |
"ENSG00000108370",
|
| 711 |
"ENSG00000108423",
|
|
|
|
| 712 |
"ENSG00000108469",
|
| 713 |
"ENSG00000108511",
|
| 714 |
"ENSG00000108515",
|
|
@@ -738,6 +714,7 @@
|
|
| 738 |
"ENSG00000109501",
|
| 739 |
"ENSG00000109519",
|
| 740 |
"ENSG00000109576",
|
|
|
|
| 741 |
"ENSG00000109738",
|
| 742 |
"ENSG00000109743",
|
| 743 |
"ENSG00000109846",
|
|
@@ -749,16 +726,13 @@
|
|
| 749 |
"ENSG00000110042",
|
| 750 |
"ENSG00000110048",
|
| 751 |
"ENSG00000110060",
|
| 752 |
-
"ENSG00000110074",
|
| 753 |
"ENSG00000110076",
|
| 754 |
"ENSG00000110077",
|
| 755 |
"ENSG00000110079",
|
| 756 |
"ENSG00000110104",
|
| 757 |
"ENSG00000110169",
|
| 758 |
-
"ENSG00000110172",
|
| 759 |
"ENSG00000110324",
|
| 760 |
"ENSG00000110427",
|
| 761 |
-
"ENSG00000110455",
|
| 762 |
"ENSG00000110514",
|
| 763 |
"ENSG00000110583",
|
| 764 |
"ENSG00000110619",
|
|
@@ -778,7 +752,6 @@
|
|
| 778 |
"ENSG00000111247",
|
| 779 |
"ENSG00000111261",
|
| 780 |
"ENSG00000111291",
|
| 781 |
-
"ENSG00000111300",
|
| 782 |
"ENSG00000111319",
|
| 783 |
"ENSG00000111331",
|
| 784 |
"ENSG00000111335",
|
|
@@ -805,13 +778,11 @@
|
|
| 805 |
"ENSG00000111725",
|
| 806 |
"ENSG00000111729",
|
| 807 |
"ENSG00000111796",
|
| 808 |
-
"ENSG00000112029",
|
| 809 |
"ENSG00000112053",
|
| 810 |
"ENSG00000112139",
|
| 811 |
"ENSG00000112149",
|
| 812 |
"ENSG00000112167",
|
| 813 |
"ENSG00000112175",
|
| 814 |
-
"ENSG00000112208",
|
| 815 |
"ENSG00000112218",
|
| 816 |
"ENSG00000112276",
|
| 817 |
"ENSG00000112282",
|
|
@@ -830,15 +801,13 @@
|
|
| 830 |
"ENSG00000112851",
|
| 831 |
"ENSG00000112855",
|
| 832 |
"ENSG00000112877",
|
|
|
|
| 833 |
"ENSG00000112981",
|
| 834 |
"ENSG00000112996",
|
| 835 |
"ENSG00000113088",
|
| 836 |
"ENSG00000113119",
|
| 837 |
"ENSG00000113161",
|
| 838 |
-
"ENSG00000113209",
|
| 839 |
-
"ENSG00000113212",
|
| 840 |
"ENSG00000113231",
|
| 841 |
-
"ENSG00000113248",
|
| 842 |
"ENSG00000113263",
|
| 843 |
"ENSG00000113272",
|
| 844 |
"ENSG00000113296",
|
|
@@ -857,7 +826,6 @@
|
|
| 857 |
"ENSG00000113924",
|
| 858 |
"ENSG00000114098",
|
| 859 |
"ENSG00000114166",
|
| 860 |
-
"ENSG00000114378",
|
| 861 |
"ENSG00000114388",
|
| 862 |
"ENSG00000114439",
|
| 863 |
"ENSG00000114491",
|
|
@@ -876,12 +844,9 @@
|
|
| 876 |
"ENSG00000115085",
|
| 877 |
"ENSG00000115137",
|
| 878 |
"ENSG00000115138",
|
| 879 |
-
"ENSG00000115145",
|
| 880 |
"ENSG00000115163",
|
| 881 |
"ENSG00000115165",
|
| 882 |
-
"ENSG00000115170",
|
| 883 |
"ENSG00000115211",
|
| 884 |
-
"ENSG00000115216",
|
| 885 |
"ENSG00000115267",
|
| 886 |
"ENSG00000115274",
|
| 887 |
"ENSG00000115282",
|
|
@@ -909,7 +874,6 @@
|
|
| 909 |
"ENSG00000116205",
|
| 910 |
"ENSG00000116337",
|
| 911 |
"ENSG00000116525",
|
| 912 |
-
"ENSG00000116574",
|
| 913 |
"ENSG00000116663",
|
| 914 |
"ENSG00000116675",
|
| 915 |
"ENSG00000116711",
|
|
@@ -972,7 +936,6 @@
|
|
| 972 |
"ENSG00000119392",
|
| 973 |
"ENSG00000119401",
|
| 974 |
"ENSG00000119408",
|
| 975 |
-
"ENSG00000119508",
|
| 976 |
"ENSG00000119599",
|
| 977 |
"ENSG00000119638",
|
| 978 |
"ENSG00000119684",
|
|
@@ -995,9 +958,6 @@
|
|
| 995 |
"ENSG00000120129",
|
| 996 |
"ENSG00000120137",
|
| 997 |
"ENSG00000120217",
|
| 998 |
-
"ENSG00000120256",
|
| 999 |
-
"ENSG00000120324",
|
| 1000 |
-
"ENSG00000120327",
|
| 1001 |
"ENSG00000120437",
|
| 1002 |
"ENSG00000120440",
|
| 1003 |
"ENSG00000120458",
|
|
@@ -1025,6 +985,7 @@
|
|
| 1025 |
"ENSG00000121807",
|
| 1026 |
"ENSG00000121897",
|
| 1027 |
"ENSG00000121903",
|
|
|
|
| 1028 |
"ENSG00000121966",
|
| 1029 |
"ENSG00000122034",
|
| 1030 |
"ENSG00000122122",
|
|
@@ -1041,7 +1002,6 @@
|
|
| 1041 |
"ENSG00000122696",
|
| 1042 |
"ENSG00000122711",
|
| 1043 |
"ENSG00000122778",
|
| 1044 |
-
"ENSG00000122783",
|
| 1045 |
"ENSG00000122861",
|
| 1046 |
"ENSG00000122862",
|
| 1047 |
"ENSG00000122877",
|
|
@@ -1076,7 +1036,6 @@
|
|
| 1076 |
"ENSG00000124257",
|
| 1077 |
"ENSG00000124279",
|
| 1078 |
"ENSG00000124508",
|
| 1079 |
-
"ENSG00000124523",
|
| 1080 |
"ENSG00000124532",
|
| 1081 |
"ENSG00000124575",
|
| 1082 |
"ENSG00000124587",
|
|
@@ -1104,6 +1063,7 @@
|
|
| 1104 |
"ENSG00000125384",
|
| 1105 |
"ENSG00000125434",
|
| 1106 |
"ENSG00000125445",
|
|
|
|
| 1107 |
"ENSG00000125454",
|
| 1108 |
"ENSG00000125457",
|
| 1109 |
"ENSG00000125505",
|
|
@@ -1113,10 +1073,10 @@
|
|
| 1113 |
"ENSG00000125630",
|
| 1114 |
"ENSG00000125650",
|
| 1115 |
"ENSG00000125726",
|
|
|
|
| 1116 |
"ENSG00000125731",
|
| 1117 |
"ENSG00000125775",
|
| 1118 |
"ENSG00000125779",
|
| 1119 |
-
"ENSG00000125812",
|
| 1120 |
"ENSG00000125814",
|
| 1121 |
"ENSG00000125848",
|
| 1122 |
"ENSG00000125869",
|
|
@@ -1148,6 +1108,7 @@
|
|
| 1148 |
"ENSG00000127329",
|
| 1149 |
"ENSG00000127364",
|
| 1150 |
"ENSG00000127399",
|
|
|
|
| 1151 |
"ENSG00000127463",
|
| 1152 |
"ENSG00000127526",
|
| 1153 |
"ENSG00000127530",
|
|
@@ -1175,13 +1136,13 @@
|
|
| 1175 |
"ENSG00000128298",
|
| 1176 |
"ENSG00000128340",
|
| 1177 |
"ENSG00000128342",
|
|
|
|
| 1178 |
"ENSG00000128394",
|
| 1179 |
"ENSG00000128408",
|
| 1180 |
"ENSG00000128482",
|
| 1181 |
"ENSG00000128578",
|
| 1182 |
"ENSG00000128590",
|
| 1183 |
"ENSG00000128591",
|
| 1184 |
-
"ENSG00000128606",
|
| 1185 |
"ENSG00000128645",
|
| 1186 |
"ENSG00000128656",
|
| 1187 |
"ENSG00000128917",
|
|
@@ -1200,10 +1161,9 @@
|
|
| 1200 |
"ENSG00000129465",
|
| 1201 |
"ENSG00000129472",
|
| 1202 |
"ENSG00000129538",
|
| 1203 |
-
"
|
| 1204 |
"ENSG00000129810",
|
| 1205 |
"ENSG00000129988",
|
| 1206 |
-
"ENSG00000129990",
|
| 1207 |
"ENSG00000130032",
|
| 1208 |
"ENSG00000130035",
|
| 1209 |
"ENSG00000130037",
|
|
@@ -1230,7 +1190,6 @@
|
|
| 1230 |
"ENSG00000130703",
|
| 1231 |
"ENSG00000130714",
|
| 1232 |
"ENSG00000130733",
|
| 1233 |
-
"ENSG00000130734",
|
| 1234 |
"ENSG00000130766",
|
| 1235 |
"ENSG00000130768",
|
| 1236 |
"ENSG00000130803",
|
|
@@ -1279,14 +1238,11 @@
|
|
| 1279 |
"ENSG00000132313",
|
| 1280 |
"ENSG00000132329",
|
| 1281 |
"ENSG00000132330",
|
| 1282 |
-
"ENSG00000132383",
|
| 1283 |
-
"ENSG00000132406",
|
| 1284 |
"ENSG00000132423",
|
| 1285 |
"ENSG00000132436",
|
| 1286 |
"ENSG00000132465",
|
| 1287 |
"ENSG00000132475",
|
| 1288 |
"ENSG00000132478",
|
| 1289 |
-
"ENSG00000132514",
|
| 1290 |
"ENSG00000132554",
|
| 1291 |
"ENSG00000132563",
|
| 1292 |
"ENSG00000132603",
|
|
@@ -1411,7 +1367,6 @@
|
|
| 1411 |
"ENSG00000135914",
|
| 1412 |
"ENSG00000135917",
|
| 1413 |
"ENSG00000135919",
|
| 1414 |
-
"ENSG00000135931",
|
| 1415 |
"ENSG00000135966",
|
| 1416 |
"ENSG00000135968",
|
| 1417 |
"ENSG00000136011",
|
|
@@ -1422,7 +1377,6 @@
|
|
| 1422 |
"ENSG00000136122",
|
| 1423 |
"ENSG00000136152",
|
| 1424 |
"ENSG00000136167",
|
| 1425 |
-
"ENSG00000136213",
|
| 1426 |
"ENSG00000136244",
|
| 1427 |
"ENSG00000136247",
|
| 1428 |
"ENSG00000136250",
|
|
@@ -1435,7 +1389,6 @@
|
|
| 1435 |
"ENSG00000136463",
|
| 1436 |
"ENSG00000136514",
|
| 1437 |
"ENSG00000136518",
|
| 1438 |
-
"ENSG00000136546",
|
| 1439 |
"ENSG00000136710",
|
| 1440 |
"ENSG00000136754",
|
| 1441 |
"ENSG00000136856",
|
|
@@ -1458,7 +1411,6 @@
|
|
| 1458 |
"ENSG00000137185",
|
| 1459 |
"ENSG00000137198",
|
| 1460 |
"ENSG00000137221",
|
| 1461 |
-
"ENSG00000137225",
|
| 1462 |
"ENSG00000137265",
|
| 1463 |
"ENSG00000137310",
|
| 1464 |
"ENSG00000137338",
|
|
@@ -1512,13 +1464,11 @@
|
|
| 1512 |
"ENSG00000138375",
|
| 1513 |
"ENSG00000138395",
|
| 1514 |
"ENSG00000138435",
|
| 1515 |
-
"ENSG00000138463",
|
| 1516 |
"ENSG00000138587",
|
| 1517 |
"ENSG00000138614",
|
| 1518 |
"ENSG00000138642",
|
| 1519 |
"ENSG00000138650",
|
| 1520 |
"ENSG00000138658",
|
| 1521 |
-
"ENSG00000138678",
|
| 1522 |
"ENSG00000138688",
|
| 1523 |
"ENSG00000138696",
|
| 1524 |
"ENSG00000138722",
|
|
@@ -1527,7 +1477,6 @@
|
|
| 1527 |
"ENSG00000138771",
|
| 1528 |
"ENSG00000138795",
|
| 1529 |
"ENSG00000138802",
|
| 1530 |
-
"ENSG00000138821",
|
| 1531 |
"ENSG00000138835",
|
| 1532 |
"ENSG00000138964",
|
| 1533 |
"ENSG00000139131",
|
|
@@ -1538,7 +1487,6 @@
|
|
| 1538 |
"ENSG00000139187",
|
| 1539 |
"ENSG00000139190",
|
| 1540 |
"ENSG00000139193",
|
| 1541 |
-
"ENSG00000139197",
|
| 1542 |
"ENSG00000139209",
|
| 1543 |
"ENSG00000139266",
|
| 1544 |
"ENSG00000139291",
|
|
@@ -1551,7 +1499,6 @@
|
|
| 1551 |
"ENSG00000139517",
|
| 1552 |
"ENSG00000139531",
|
| 1553 |
"ENSG00000139549",
|
| 1554 |
-
"ENSG00000139597",
|
| 1555 |
"ENSG00000139629",
|
| 1556 |
"ENSG00000139644",
|
| 1557 |
"ENSG00000139714",
|
|
@@ -1591,7 +1538,6 @@
|
|
| 1591 |
"ENSG00000140848",
|
| 1592 |
"ENSG00000140853",
|
| 1593 |
"ENSG00000140873",
|
| 1594 |
-
"ENSG00000140945",
|
| 1595 |
"ENSG00000140968",
|
| 1596 |
"ENSG00000140987",
|
| 1597 |
"ENSG00000141026",
|
|
@@ -1611,11 +1557,11 @@
|
|
| 1611 |
"ENSG00000141569",
|
| 1612 |
"ENSG00000141577",
|
| 1613 |
"ENSG00000141579",
|
|
|
|
| 1614 |
"ENSG00000141642",
|
| 1615 |
"ENSG00000141646",
|
| 1616 |
"ENSG00000141682",
|
| 1617 |
"ENSG00000141744",
|
| 1618 |
-
"ENSG00000141854",
|
| 1619 |
"ENSG00000141934",
|
| 1620 |
"ENSG00000141968",
|
| 1621 |
"ENSG00000142002",
|
|
@@ -1669,9 +1615,7 @@
|
|
| 1669 |
"ENSG00000143412",
|
| 1670 |
"ENSG00000143494",
|
| 1671 |
"ENSG00000143498",
|
| 1672 |
-
"ENSG00000143546",
|
| 1673 |
"ENSG00000143590",
|
| 1674 |
-
"ENSG00000143603",
|
| 1675 |
"ENSG00000143669",
|
| 1676 |
"ENSG00000143740",
|
| 1677 |
"ENSG00000143751",
|
|
@@ -1698,7 +1642,6 @@
|
|
| 1698 |
"ENSG00000144406",
|
| 1699 |
"ENSG00000144468",
|
| 1700 |
"ENSG00000144485",
|
| 1701 |
-
"ENSG00000144554",
|
| 1702 |
"ENSG00000144596",
|
| 1703 |
"ENSG00000144597",
|
| 1704 |
"ENSG00000144635",
|
|
@@ -1720,7 +1663,6 @@
|
|
| 1720 |
"ENSG00000145214",
|
| 1721 |
"ENSG00000145220",
|
| 1722 |
"ENSG00000145241",
|
| 1723 |
-
"ENSG00000145287",
|
| 1724 |
"ENSG00000145335",
|
| 1725 |
"ENSG00000145354",
|
| 1726 |
"ENSG00000145386",
|
|
@@ -1731,7 +1673,6 @@
|
|
| 1731 |
"ENSG00000145569",
|
| 1732 |
"ENSG00000145649",
|
| 1733 |
"ENSG00000145675",
|
| 1734 |
-
"ENSG00000145700",
|
| 1735 |
"ENSG00000145708",
|
| 1736 |
"ENSG00000145723",
|
| 1737 |
"ENSG00000145777",
|
|
@@ -1748,7 +1689,6 @@
|
|
| 1748 |
"ENSG00000146109",
|
| 1749 |
"ENSG00000146112",
|
| 1750 |
"ENSG00000146197",
|
| 1751 |
-
"ENSG00000146205",
|
| 1752 |
"ENSG00000146232",
|
| 1753 |
"ENSG00000146233",
|
| 1754 |
"ENSG00000146263",
|
|
@@ -1762,7 +1702,6 @@
|
|
| 1762 |
"ENSG00000146587",
|
| 1763 |
"ENSG00000146670",
|
| 1764 |
"ENSG00000146674",
|
| 1765 |
-
"ENSG00000146733",
|
| 1766 |
"ENSG00000146809",
|
| 1767 |
"ENSG00000146839",
|
| 1768 |
"ENSG00000146856",
|
|
@@ -1784,16 +1723,17 @@
|
|
| 1784 |
"ENSG00000147573",
|
| 1785 |
"ENSG00000147604",
|
| 1786 |
"ENSG00000147606",
|
| 1787 |
-
"ENSG00000147642",
|
| 1788 |
"ENSG00000147647",
|
| 1789 |
"ENSG00000147852",
|
| 1790 |
"ENSG00000147872",
|
| 1791 |
"ENSG00000147874",
|
| 1792 |
"ENSG00000147889",
|
|
|
|
| 1793 |
"ENSG00000148019",
|
| 1794 |
"ENSG00000148057",
|
| 1795 |
"ENSG00000148090",
|
| 1796 |
"ENSG00000148175",
|
|
|
|
| 1797 |
"ENSG00000148187",
|
| 1798 |
"ENSG00000148218",
|
| 1799 |
"ENSG00000148229",
|
|
@@ -1814,6 +1754,7 @@
|
|
| 1814 |
"ENSG00000148926",
|
| 1815 |
"ENSG00000149016",
|
| 1816 |
"ENSG00000149054",
|
|
|
|
| 1817 |
"ENSG00000149243",
|
| 1818 |
"ENSG00000149269",
|
| 1819 |
"ENSG00000149273",
|
|
@@ -1829,7 +1770,6 @@
|
|
| 1829 |
"ENSG00000149548",
|
| 1830 |
"ENSG00000149554",
|
| 1831 |
"ENSG00000149573",
|
| 1832 |
-
"ENSG00000149577",
|
| 1833 |
"ENSG00000149582",
|
| 1834 |
"ENSG00000149591",
|
| 1835 |
"ENSG00000149599",
|
|
@@ -1843,7 +1783,6 @@
|
|
| 1843 |
"ENSG00000150510",
|
| 1844 |
"ENSG00000150625",
|
| 1845 |
"ENSG00000150637",
|
| 1846 |
-
"ENSG00000150712",
|
| 1847 |
"ENSG00000150722",
|
| 1848 |
"ENSG00000150750",
|
| 1849 |
"ENSG00000150756",
|
|
@@ -1868,12 +1807,12 @@
|
|
| 1868 |
"ENSG00000151834",
|
| 1869 |
"ENSG00000151882",
|
| 1870 |
"ENSG00000151883",
|
| 1871 |
-
"ENSG00000151967",
|
| 1872 |
"ENSG00000152076",
|
| 1873 |
"ENSG00000152154",
|
| 1874 |
"ENSG00000152193",
|
| 1875 |
"ENSG00000152207",
|
| 1876 |
"ENSG00000152213",
|
|
|
|
| 1877 |
"ENSG00000152256",
|
| 1878 |
"ENSG00000152291",
|
| 1879 |
"ENSG00000152380",
|
|
@@ -1884,7 +1823,6 @@
|
|
| 1884 |
"ENSG00000152582",
|
| 1885 |
"ENSG00000152583",
|
| 1886 |
"ENSG00000152661",
|
| 1887 |
-
"ENSG00000152700",
|
| 1888 |
"ENSG00000152749",
|
| 1889 |
"ENSG00000152760",
|
| 1890 |
"ENSG00000152778",
|
|
@@ -1893,6 +1831,7 @@
|
|
| 1893 |
"ENSG00000152785",
|
| 1894 |
"ENSG00000152904",
|
| 1895 |
"ENSG00000152931",
|
|
|
|
| 1896 |
"ENSG00000152939",
|
| 1897 |
"ENSG00000152952",
|
| 1898 |
"ENSG00000152969",
|
|
@@ -1935,17 +1874,14 @@
|
|
| 1935 |
"ENSG00000154917",
|
| 1936 |
"ENSG00000154920",
|
| 1937 |
"ENSG00000155011",
|
| 1938 |
-
"ENSG00000155085",
|
| 1939 |
"ENSG00000155090",
|
| 1940 |
"ENSG00000155099",
|
| 1941 |
-
"ENSG00000155158",
|
| 1942 |
"ENSG00000155252",
|
| 1943 |
"ENSG00000155265",
|
| 1944 |
"ENSG00000155287",
|
| 1945 |
"ENSG00000155304",
|
| 1946 |
"ENSG00000155363",
|
| 1947 |
"ENSG00000155465",
|
| 1948 |
-
"ENSG00000155545",
|
| 1949 |
"ENSG00000155629",
|
| 1950 |
"ENSG00000155657",
|
| 1951 |
"ENSG00000155659",
|
|
@@ -1999,7 +1935,6 @@
|
|
| 1999 |
"ENSG00000157456",
|
| 2000 |
"ENSG00000157470",
|
| 2001 |
"ENSG00000157514",
|
| 2002 |
-
"ENSG00000157538",
|
| 2003 |
"ENSG00000157578",
|
| 2004 |
"ENSG00000157693",
|
| 2005 |
"ENSG00000157766",
|
|
@@ -2015,11 +1950,9 @@
|
|
| 2015 |
"ENSG00000158296",
|
| 2016 |
"ENSG00000158301",
|
| 2017 |
"ENSG00000158423",
|
| 2018 |
-
"ENSG00000158427",
|
| 2019 |
"ENSG00000158457",
|
| 2020 |
"ENSG00000158473",
|
| 2021 |
"ENSG00000158481",
|
| 2022 |
-
"ENSG00000158483",
|
| 2023 |
"ENSG00000158486",
|
| 2024 |
"ENSG00000158517",
|
| 2025 |
"ENSG00000158528",
|
|
@@ -2054,10 +1987,9 @@
|
|
| 2054 |
"ENSG00000159445",
|
| 2055 |
"ENSG00000159496",
|
| 2056 |
"ENSG00000159588",
|
| 2057 |
-
"ENSG00000159596",
|
| 2058 |
"ENSG00000159618",
|
|
|
|
| 2059 |
"ENSG00000159674",
|
| 2060 |
-
"ENSG00000159713",
|
| 2061 |
"ENSG00000159753",
|
| 2062 |
"ENSG00000159871",
|
| 2063 |
"ENSG00000159873",
|
|
@@ -2087,8 +2019,6 @@
|
|
| 2087 |
"ENSG00000160588",
|
| 2088 |
"ENSG00000160593",
|
| 2089 |
"ENSG00000160654",
|
| 2090 |
-
"ENSG00000160695",
|
| 2091 |
-
"ENSG00000160767",
|
| 2092 |
"ENSG00000160781",
|
| 2093 |
"ENSG00000160789",
|
| 2094 |
"ENSG00000160791",
|
|
@@ -2104,7 +2034,6 @@
|
|
| 2104 |
"ENSG00000160959",
|
| 2105 |
"ENSG00000161011",
|
| 2106 |
"ENSG00000161031",
|
| 2107 |
-
"ENSG00000161036",
|
| 2108 |
"ENSG00000161055",
|
| 2109 |
"ENSG00000161249",
|
| 2110 |
"ENSG00000161267",
|
|
@@ -2118,13 +2047,13 @@
|
|
| 2118 |
"ENSG00000161921",
|
| 2119 |
"ENSG00000161940",
|
| 2120 |
"ENSG00000161958",
|
| 2121 |
-
"ENSG00000161980",
|
| 2122 |
"ENSG00000162063",
|
| 2123 |
"ENSG00000162065",
|
| 2124 |
"ENSG00000162073",
|
| 2125 |
"ENSG00000162086",
|
| 2126 |
"ENSG00000162105",
|
| 2127 |
"ENSG00000162139",
|
|
|
|
| 2128 |
"ENSG00000162194",
|
| 2129 |
"ENSG00000162231",
|
| 2130 |
"ENSG00000162267",
|
|
@@ -2140,13 +2069,11 @@
|
|
| 2140 |
"ENSG00000162433",
|
| 2141 |
"ENSG00000162437",
|
| 2142 |
"ENSG00000162461",
|
| 2143 |
-
"ENSG00000162490",
|
| 2144 |
"ENSG00000162511",
|
| 2145 |
"ENSG00000162571",
|
| 2146 |
"ENSG00000162572",
|
| 2147 |
"ENSG00000162595",
|
| 2148 |
"ENSG00000162600",
|
| 2149 |
-
"ENSG00000162607",
|
| 2150 |
"ENSG00000162616",
|
| 2151 |
"ENSG00000162620",
|
| 2152 |
"ENSG00000162630",
|
|
@@ -2167,11 +2094,11 @@
|
|
| 2167 |
"ENSG00000162817",
|
| 2168 |
"ENSG00000162836",
|
| 2169 |
"ENSG00000162843",
|
| 2170 |
-
"ENSG00000162851",
|
| 2171 |
"ENSG00000162877",
|
| 2172 |
"ENSG00000162894",
|
| 2173 |
"ENSG00000162913",
|
| 2174 |
"ENSG00000162923",
|
|
|
|
| 2175 |
"ENSG00000162971",
|
| 2176 |
"ENSG00000162972",
|
| 2177 |
"ENSG00000162981",
|
|
@@ -2195,7 +2122,6 @@
|
|
| 2195 |
"ENSG00000163467",
|
| 2196 |
"ENSG00000163472",
|
| 2197 |
"ENSG00000163481",
|
| 2198 |
-
"ENSG00000163507",
|
| 2199 |
"ENSG00000163508",
|
| 2200 |
"ENSG00000163516",
|
| 2201 |
"ENSG00000163519",
|
|
@@ -2229,7 +2155,6 @@
|
|
| 2229 |
"ENSG00000163923",
|
| 2230 |
"ENSG00000163933",
|
| 2231 |
"ENSG00000163935",
|
| 2232 |
-
"ENSG00000163938",
|
| 2233 |
"ENSG00000163959",
|
| 2234 |
"ENSG00000163960",
|
| 2235 |
"ENSG00000163993",
|
|
@@ -2242,6 +2167,7 @@
|
|
| 2242 |
"ENSG00000164078",
|
| 2243 |
"ENSG00000164081",
|
| 2244 |
"ENSG00000164088",
|
|
|
|
| 2245 |
"ENSG00000164099",
|
| 2246 |
"ENSG00000164104",
|
| 2247 |
"ENSG00000164109",
|
|
@@ -2268,7 +2194,6 @@
|
|
| 2268 |
"ENSG00000164535",
|
| 2269 |
"ENSG00000164543",
|
| 2270 |
"ENSG00000164574",
|
| 2271 |
-
"ENSG00000164591",
|
| 2272 |
"ENSG00000164604",
|
| 2273 |
"ENSG00000164611",
|
| 2274 |
"ENSG00000164663",
|
|
@@ -2308,7 +2233,6 @@
|
|
| 2308 |
"ENSG00000165457",
|
| 2309 |
"ENSG00000165474",
|
| 2310 |
"ENSG00000165480",
|
| 2311 |
-
"ENSG00000165495",
|
| 2312 |
"ENSG00000165507",
|
| 2313 |
"ENSG00000165511",
|
| 2314 |
"ENSG00000165526",
|
|
@@ -2325,6 +2249,7 @@
|
|
| 2325 |
"ENSG00000165816",
|
| 2326 |
"ENSG00000165821",
|
| 2327 |
"ENSG00000165832",
|
|
|
|
| 2328 |
"ENSG00000165899",
|
| 2329 |
"ENSG00000165934",
|
| 2330 |
"ENSG00000165943",
|
|
@@ -2346,7 +2271,6 @@
|
|
| 2346 |
"ENSG00000166317",
|
| 2347 |
"ENSG00000166349",
|
| 2348 |
"ENSG00000166387",
|
| 2349 |
-
"ENSG00000166401",
|
| 2350 |
"ENSG00000166432",
|
| 2351 |
"ENSG00000166455",
|
| 2352 |
"ENSG00000166477",
|
|
@@ -2366,14 +2290,12 @@
|
|
| 2366 |
"ENSG00000166788",
|
| 2367 |
"ENSG00000166793",
|
| 2368 |
"ENSG00000166803",
|
| 2369 |
-
"ENSG00000166813",
|
| 2370 |
"ENSG00000166816",
|
| 2371 |
"ENSG00000166821",
|
| 2372 |
"ENSG00000166845",
|
| 2373 |
"ENSG00000166851",
|
| 2374 |
"ENSG00000166860",
|
| 2375 |
"ENSG00000166881",
|
| 2376 |
-
"ENSG00000166896",
|
| 2377 |
"ENSG00000166900",
|
| 2378 |
"ENSG00000166908",
|
| 2379 |
"ENSG00000166923",
|
|
@@ -2393,7 +2315,6 @@
|
|
| 2393 |
"ENSG00000167186",
|
| 2394 |
"ENSG00000167207",
|
| 2395 |
"ENSG00000167208",
|
| 2396 |
-
"ENSG00000167216",
|
| 2397 |
"ENSG00000167280",
|
| 2398 |
"ENSG00000167281",
|
| 2399 |
"ENSG00000167286",
|
|
@@ -2407,7 +2328,6 @@
|
|
| 2407 |
"ENSG00000167554",
|
| 2408 |
"ENSG00000167588",
|
| 2409 |
"ENSG00000167604",
|
| 2410 |
-
"ENSG00000167608",
|
| 2411 |
"ENSG00000167634",
|
| 2412 |
"ENSG00000167635",
|
| 2413 |
"ENSG00000167637",
|
|
@@ -2444,6 +2364,7 @@
|
|
| 2444 |
"ENSG00000168301",
|
| 2445 |
"ENSG00000168310",
|
| 2446 |
"ENSG00000168350",
|
|
|
|
| 2447 |
"ENSG00000168393",
|
| 2448 |
"ENSG00000168394",
|
| 2449 |
"ENSG00000168404",
|
|
@@ -2455,7 +2376,6 @@
|
|
| 2455 |
"ENSG00000168496",
|
| 2456 |
"ENSG00000168502",
|
| 2457 |
"ENSG00000168528",
|
| 2458 |
-
"ENSG00000168566",
|
| 2459 |
"ENSG00000168591",
|
| 2460 |
"ENSG00000168612",
|
| 2461 |
"ENSG00000168646",
|
|
@@ -2484,7 +2404,6 @@
|
|
| 2484 |
"ENSG00000169247",
|
| 2485 |
"ENSG00000169251",
|
| 2486 |
"ENSG00000169258",
|
| 2487 |
-
"ENSG00000169359",
|
| 2488 |
"ENSG00000169375",
|
| 2489 |
"ENSG00000169385",
|
| 2490 |
"ENSG00000169410",
|
|
@@ -2500,23 +2419,21 @@
|
|
| 2500 |
"ENSG00000169896",
|
| 2501 |
"ENSG00000169908",
|
| 2502 |
"ENSG00000169951",
|
| 2503 |
-
"ENSG00000169955",
|
| 2504 |
"ENSG00000169964",
|
| 2505 |
"ENSG00000170011",
|
| 2506 |
"ENSG00000170085",
|
| 2507 |
"ENSG00000170100",
|
| 2508 |
"ENSG00000170160",
|
|
|
|
| 2509 |
"ENSG00000170175",
|
| 2510 |
"ENSG00000170222",
|
| 2511 |
"ENSG00000170290",
|
| 2512 |
"ENSG00000170312",
|
| 2513 |
"ENSG00000170323",
|
| 2514 |
"ENSG00000170345",
|
| 2515 |
-
"ENSG00000170381",
|
| 2516 |
"ENSG00000170382",
|
| 2517 |
"ENSG00000170385",
|
| 2518 |
"ENSG00000170421",
|
| 2519 |
-
"ENSG00000170425",
|
| 2520 |
"ENSG00000170468",
|
| 2521 |
"ENSG00000170469",
|
| 2522 |
"ENSG00000170476",
|
|
@@ -2534,6 +2451,7 @@
|
|
| 2534 |
"ENSG00000170779",
|
| 2535 |
"ENSG00000170791",
|
| 2536 |
"ENSG00000170807",
|
|
|
|
| 2537 |
"ENSG00000170891",
|
| 2538 |
"ENSG00000170915",
|
| 2539 |
"ENSG00000170917",
|
|
@@ -2559,6 +2477,7 @@
|
|
| 2559 |
"ENSG00000171451",
|
| 2560 |
"ENSG00000171469",
|
| 2561 |
"ENSG00000171476",
|
|
|
|
| 2562 |
"ENSG00000171503",
|
| 2563 |
"ENSG00000171509",
|
| 2564 |
"ENSG00000171522",
|
|
@@ -2569,7 +2488,6 @@
|
|
| 2569 |
"ENSG00000171631",
|
| 2570 |
"ENSG00000171649",
|
| 2571 |
"ENSG00000171680",
|
| 2572 |
-
"ENSG00000171700",
|
| 2573 |
"ENSG00000171703",
|
| 2574 |
"ENSG00000171714",
|
| 2575 |
"ENSG00000171720",
|
|
@@ -2588,7 +2506,6 @@
|
|
| 2588 |
"ENSG00000172031",
|
| 2589 |
"ENSG00000172046",
|
| 2590 |
"ENSG00000172116",
|
| 2591 |
-
"ENSG00000172123",
|
| 2592 |
"ENSG00000172175",
|
| 2593 |
"ENSG00000172183",
|
| 2594 |
"ENSG00000172209",
|
|
@@ -2623,12 +2540,12 @@
|
|
| 2623 |
"ENSG00000172819",
|
| 2624 |
"ENSG00000172893",
|
| 2625 |
"ENSG00000172943",
|
|
|
|
| 2626 |
"ENSG00000173085",
|
| 2627 |
"ENSG00000173110",
|
| 2628 |
"ENSG00000173114",
|
| 2629 |
"ENSG00000173137",
|
| 2630 |
"ENSG00000173156",
|
| 2631 |
-
"ENSG00000173175",
|
| 2632 |
"ENSG00000173198",
|
| 2633 |
"ENSG00000173200",
|
| 2634 |
"ENSG00000173221",
|
|
@@ -2659,7 +2576,6 @@
|
|
| 2659 |
"ENSG00000173894",
|
| 2660 |
"ENSG00000173991",
|
| 2661 |
"ENSG00000174007",
|
| 2662 |
-
"ENSG00000174032",
|
| 2663 |
"ENSG00000174123",
|
| 2664 |
"ENSG00000174137",
|
| 2665 |
"ENSG00000174175",
|
|
@@ -2705,10 +2621,10 @@
|
|
| 2705 |
"ENSG00000175264",
|
| 2706 |
"ENSG00000175283",
|
| 2707 |
"ENSG00000175322",
|
| 2708 |
-
"ENSG00000175348",
|
| 2709 |
"ENSG00000175352",
|
| 2710 |
"ENSG00000175356",
|
| 2711 |
"ENSG00000175414",
|
|
|
|
| 2712 |
"ENSG00000175449",
|
| 2713 |
"ENSG00000175489",
|
| 2714 |
"ENSG00000175536",
|
|
@@ -2717,7 +2633,6 @@
|
|
| 2717 |
"ENSG00000175567",
|
| 2718 |
"ENSG00000175581",
|
| 2719 |
"ENSG00000175592",
|
| 2720 |
-
"ENSG00000175606",
|
| 2721 |
"ENSG00000175691",
|
| 2722 |
"ENSG00000175727",
|
| 2723 |
"ENSG00000175782",
|
|
@@ -2750,7 +2665,6 @@
|
|
| 2750 |
"ENSG00000176928",
|
| 2751 |
"ENSG00000176945",
|
| 2752 |
"ENSG00000176953",
|
| 2753 |
-
"ENSG00000177025",
|
| 2754 |
"ENSG00000177054",
|
| 2755 |
"ENSG00000177098",
|
| 2756 |
"ENSG00000177105",
|
|
@@ -2783,6 +2697,7 @@
|
|
| 2783 |
"ENSG00000177943",
|
| 2784 |
"ENSG00000177946",
|
| 2785 |
"ENSG00000177963",
|
|
|
|
| 2786 |
"ENSG00000177993",
|
| 2787 |
"ENSG00000178015",
|
| 2788 |
"ENSG00000178026",
|
|
@@ -2799,9 +2714,9 @@
|
|
| 2799 |
"ENSG00000178295",
|
| 2800 |
"ENSG00000178343",
|
| 2801 |
"ENSG00000178386",
|
| 2802 |
-
"ENSG00000178409",
|
| 2803 |
"ENSG00000178425",
|
| 2804 |
"ENSG00000178445",
|
|
|
|
| 2805 |
"ENSG00000178460",
|
| 2806 |
"ENSG00000178538",
|
| 2807 |
"ENSG00000178562",
|
|
@@ -2816,7 +2731,6 @@
|
|
| 2816 |
"ENSG00000178878",
|
| 2817 |
"ENSG00000178927",
|
| 2818 |
"ENSG00000178966",
|
| 2819 |
-
"ENSG00000178977",
|
| 2820 |
"ENSG00000178999",
|
| 2821 |
"ENSG00000179021",
|
| 2822 |
"ENSG00000179044",
|
|
@@ -2832,6 +2746,7 @@
|
|
| 2832 |
"ENSG00000179431",
|
| 2833 |
"ENSG00000179523",
|
| 2834 |
"ENSG00000179562",
|
|
|
|
| 2835 |
"ENSG00000179598",
|
| 2836 |
"ENSG00000179627",
|
| 2837 |
"ENSG00000179630",
|
|
@@ -2874,6 +2789,7 @@
|
|
| 2874 |
"ENSG00000180712",
|
| 2875 |
"ENSG00000180730",
|
| 2876 |
"ENSG00000180739",
|
|
|
|
| 2877 |
"ENSG00000180815",
|
| 2878 |
"ENSG00000180855",
|
| 2879 |
"ENSG00000180871",
|
|
@@ -2886,6 +2802,7 @@
|
|
| 2886 |
"ENSG00000181045",
|
| 2887 |
"ENSG00000181104",
|
| 2888 |
"ENSG00000181143",
|
|
|
|
| 2889 |
"ENSG00000181264",
|
| 2890 |
"ENSG00000181333",
|
| 2891 |
"ENSG00000181374",
|
|
@@ -2905,7 +2822,6 @@
|
|
| 2905 |
"ENSG00000182013",
|
| 2906 |
"ENSG00000182054",
|
| 2907 |
"ENSG00000182107",
|
| 2908 |
-
"ENSG00000182108",
|
| 2909 |
"ENSG00000182118",
|
| 2910 |
"ENSG00000182134",
|
| 2911 |
"ENSG00000182173",
|
|
@@ -2935,6 +2851,7 @@
|
|
| 2935 |
"ENSG00000182872",
|
| 2936 |
"ENSG00000182885",
|
| 2937 |
"ENSG00000182902",
|
|
|
|
| 2938 |
"ENSG00000182985",
|
| 2939 |
"ENSG00000183036",
|
| 2940 |
"ENSG00000183044",
|
|
@@ -2959,7 +2876,6 @@
|
|
| 2959 |
"ENSG00000183665",
|
| 2960 |
"ENSG00000183671",
|
| 2961 |
"ENSG00000183682",
|
| 2962 |
-
"ENSG00000183688",
|
| 2963 |
"ENSG00000183691",
|
| 2964 |
"ENSG00000183723",
|
| 2965 |
"ENSG00000183763",
|
|
@@ -2981,6 +2897,7 @@
|
|
| 2981 |
"ENSG00000184292",
|
| 2982 |
"ENSG00000184307",
|
| 2983 |
"ENSG00000184378",
|
|
|
|
| 2984 |
"ENSG00000184445",
|
| 2985 |
"ENSG00000184454",
|
| 2986 |
"ENSG00000184465",
|
|
@@ -3044,7 +2961,6 @@
|
|
| 3044 |
"ENSG00000186026",
|
| 3045 |
"ENSG00000186056",
|
| 3046 |
"ENSG00000186105",
|
| 3047 |
-
"ENSG00000186106",
|
| 3048 |
"ENSG00000186230",
|
| 3049 |
"ENSG00000186280",
|
| 3050 |
"ENSG00000186300",
|
|
@@ -3074,11 +2990,11 @@
|
|
| 3074 |
"ENSG00000186862",
|
| 3075 |
"ENSG00000186891",
|
| 3076 |
"ENSG00000186918",
|
|
|
|
| 3077 |
"ENSG00000187116",
|
| 3078 |
"ENSG00000187187",
|
| 3079 |
"ENSG00000187266",
|
| 3080 |
"ENSG00000187288",
|
| 3081 |
-
"ENSG00000187372",
|
| 3082 |
"ENSG00000187514",
|
| 3083 |
"ENSG00000187522",
|
| 3084 |
"ENSG00000187531",
|
|
@@ -3092,7 +3008,6 @@
|
|
| 3092 |
"ENSG00000187720",
|
| 3093 |
"ENSG00000187741",
|
| 3094 |
"ENSG00000187800",
|
| 3095 |
-
"ENSG00000187801",
|
| 3096 |
"ENSG00000187837",
|
| 3097 |
"ENSG00000187959",
|
| 3098 |
"ENSG00000187987",
|
|
@@ -3126,7 +3041,6 @@
|
|
| 3126 |
"ENSG00000188785",
|
| 3127 |
"ENSG00000188803",
|
| 3128 |
"ENSG00000188807",
|
| 3129 |
-
"ENSG00000188818",
|
| 3130 |
"ENSG00000188868",
|
| 3131 |
"ENSG00000188869",
|
| 3132 |
"ENSG00000188895",
|
|
@@ -3144,7 +3058,6 @@
|
|
| 3144 |
"ENSG00000189144",
|
| 3145 |
"ENSG00000189152",
|
| 3146 |
"ENSG00000189157",
|
| 3147 |
-
"ENSG00000189159",
|
| 3148 |
"ENSG00000189164",
|
| 3149 |
"ENSG00000189190",
|
| 3150 |
"ENSG00000189233",
|
|
@@ -3172,6 +3085,7 @@
|
|
| 3172 |
"ENSG00000196345",
|
| 3173 |
"ENSG00000196363",
|
| 3174 |
"ENSG00000196365",
|
|
|
|
| 3175 |
"ENSG00000196388",
|
| 3176 |
"ENSG00000196418",
|
| 3177 |
"ENSG00000196421",
|
|
@@ -3224,13 +3138,11 @@
|
|
| 3224 |
"ENSG00000197279",
|
| 3225 |
"ENSG00000197296",
|
| 3226 |
"ENSG00000197299",
|
| 3227 |
-
"ENSG00000197301",
|
| 3228 |
"ENSG00000197360",
|
| 3229 |
"ENSG00000197385",
|
| 3230 |
"ENSG00000197417",
|
| 3231 |
"ENSG00000197467",
|
| 3232 |
"ENSG00000197471",
|
| 3233 |
-
"ENSG00000197520",
|
| 3234 |
"ENSG00000197565",
|
| 3235 |
"ENSG00000197566",
|
| 3236 |
"ENSG00000197579",
|
|
@@ -3250,9 +3162,7 @@
|
|
| 3250 |
"ENSG00000197769",
|
| 3251 |
"ENSG00000197779",
|
| 3252 |
"ENSG00000197782",
|
| 3253 |
-
"ENSG00000197816",
|
| 3254 |
"ENSG00000197822",
|
| 3255 |
-
"ENSG00000197841",
|
| 3256 |
"ENSG00000197857",
|
| 3257 |
"ENSG00000197885",
|
| 3258 |
"ENSG00000197889",
|
|
@@ -3260,7 +3170,7 @@
|
|
| 3260 |
"ENSG00000197915",
|
| 3261 |
"ENSG00000197928",
|
| 3262 |
"ENSG00000197933",
|
| 3263 |
-
"
|
| 3264 |
"ENSG00000197992",
|
| 3265 |
"ENSG00000198039",
|
| 3266 |
"ENSG00000198046",
|
|
@@ -3296,7 +3206,9 @@
|
|
| 3296 |
"ENSG00000198691",
|
| 3297 |
"ENSG00000198712",
|
| 3298 |
"ENSG00000198727",
|
|
|
|
| 3299 |
"ENSG00000198740",
|
|
|
|
| 3300 |
"ENSG00000198771",
|
| 3301 |
"ENSG00000198783",
|
| 3302 |
"ENSG00000198786",
|
|
@@ -3328,7 +3240,6 @@
|
|
| 3328 |
"ENSG00000198948",
|
| 3329 |
"ENSG00000198951",
|
| 3330 |
"ENSG00000198959",
|
| 3331 |
-
"ENSG00000203280",
|
| 3332 |
"ENSG00000203722",
|
| 3333 |
"ENSG00000203724",
|
| 3334 |
"ENSG00000203727",
|
|
@@ -3341,19 +3252,14 @@
|
|
| 3341 |
"ENSG00000203993",
|
| 3342 |
"ENSG00000204104",
|
| 3343 |
"ENSG00000204179",
|
| 3344 |
-
"ENSG00000204228",
|
| 3345 |
"ENSG00000204248",
|
| 3346 |
"ENSG00000204252",
|
| 3347 |
-
"ENSG00000204261",
|
| 3348 |
"ENSG00000204287",
|
| 3349 |
"ENSG00000204305",
|
| 3350 |
"ENSG00000204314",
|
| 3351 |
"ENSG00000204351",
|
| 3352 |
"ENSG00000204380",
|
| 3353 |
"ENSG00000204381",
|
| 3354 |
-
"ENSG00000204385",
|
| 3355 |
-
"ENSG00000204410",
|
| 3356 |
-
"ENSG00000204428",
|
| 3357 |
"ENSG00000204444",
|
| 3358 |
"ENSG00000204475",
|
| 3359 |
"ENSG00000204482",
|
|
@@ -3363,13 +3269,13 @@
|
|
| 3363 |
"ENSG00000204576",
|
| 3364 |
"ENSG00000204592",
|
| 3365 |
"ENSG00000204604",
|
| 3366 |
-
"
|
| 3367 |
"ENSG00000204682",
|
| 3368 |
"ENSG00000204758",
|
| 3369 |
"ENSG00000204792",
|
| 3370 |
-
"ENSG00000204815",
|
| 3371 |
"ENSG00000204832",
|
| 3372 |
"ENSG00000204839",
|
|
|
|
| 3373 |
"ENSG00000204859",
|
| 3374 |
"ENSG00000204882",
|
| 3375 |
"ENSG00000204923",
|
|
@@ -3378,8 +3284,6 @@
|
|
| 3378 |
"ENSG00000204954",
|
| 3379 |
"ENSG00000204978",
|
| 3380 |
"ENSG00000205038",
|
| 3381 |
-
"ENSG00000205045",
|
| 3382 |
-
"ENSG00000205060",
|
| 3383 |
"ENSG00000205133",
|
| 3384 |
"ENSG00000205250",
|
| 3385 |
"ENSG00000205277",
|
|
@@ -3387,12 +3291,12 @@
|
|
| 3387 |
"ENSG00000205413",
|
| 3388 |
"ENSG00000205436",
|
| 3389 |
"ENSG00000205542",
|
| 3390 |
-
"ENSG00000205562",
|
| 3391 |
"ENSG00000205593",
|
| 3392 |
"ENSG00000205744",
|
| 3393 |
"ENSG00000205784",
|
| 3394 |
"ENSG00000205791",
|
| 3395 |
"ENSG00000205809",
|
|
|
|
| 3396 |
"ENSG00000205937",
|
| 3397 |
"ENSG00000206053",
|
| 3398 |
"ENSG00000206140",
|
|
@@ -3403,10 +3307,6 @@
|
|
| 3403 |
"ENSG00000211448",
|
| 3404 |
"ENSG00000211452",
|
| 3405 |
"ENSG00000211460",
|
| 3406 |
-
"ENSG00000211677",
|
| 3407 |
-
"ENSG00000211679",
|
| 3408 |
-
"ENSG00000211695",
|
| 3409 |
-
"ENSG00000211829",
|
| 3410 |
"ENSG00000212694",
|
| 3411 |
"ENSG00000212864",
|
| 3412 |
"ENSG00000212916",
|
|
@@ -3416,14 +3316,11 @@
|
|
| 3416 |
"ENSG00000213096",
|
| 3417 |
"ENSG00000213185",
|
| 3418 |
"ENSG00000213186",
|
| 3419 |
-
"ENSG00000213190",
|
| 3420 |
"ENSG00000213203",
|
| 3421 |
"ENSG00000213213",
|
| 3422 |
"ENSG00000213214",
|
| 3423 |
"ENSG00000213390",
|
| 3424 |
-
"ENSG00000213468",
|
| 3425 |
"ENSG00000213533",
|
| 3426 |
-
"ENSG00000213588",
|
| 3427 |
"ENSG00000213638",
|
| 3428 |
"ENSG00000213762",
|
| 3429 |
"ENSG00000213780",
|
|
@@ -3448,19 +3345,17 @@
|
|
| 3448 |
"ENSG00000214575",
|
| 3449 |
"ENSG00000214694",
|
| 3450 |
"ENSG00000214870",
|
| 3451 |
-
"
|
|
|
|
| 3452 |
"ENSG00000215305",
|
| 3453 |
"ENSG00000215375",
|
| 3454 |
-
"ENSG00000215790",
|
| 3455 |
"ENSG00000215883",
|
| 3456 |
"ENSG00000215912",
|
| 3457 |
"ENSG00000216490",
|
| 3458 |
"ENSG00000218537",
|
| 3459 |
"ENSG00000219607",
|
| 3460 |
-
"ENSG00000221829",
|
| 3461 |
"ENSG00000221838",
|
| 3462 |
"ENSG00000221883",
|
| 3463 |
-
"ENSG00000221886",
|
| 3464 |
"ENSG00000221909",
|
| 3465 |
"ENSG00000221916",
|
| 3466 |
"ENSG00000221944",
|
|
@@ -3468,15 +3363,14 @@
|
|
| 3468 |
"ENSG00000221949",
|
| 3469 |
"ENSG00000221963",
|
| 3470 |
"ENSG00000221990",
|
| 3471 |
-
"ENSG00000222041",
|
| 3472 |
"ENSG00000223387",
|
| 3473 |
-
"ENSG00000223537",
|
| 3474 |
"ENSG00000223552",
|
| 3475 |
"ENSG00000223573",
|
| 3476 |
"ENSG00000223609",
|
|
|
|
| 3477 |
"ENSG00000223658",
|
| 3478 |
"ENSG00000223685",
|
| 3479 |
-
"
|
| 3480 |
"ENSG00000224020",
|
| 3481 |
"ENSG00000224023",
|
| 3482 |
"ENSG00000224046",
|
|
@@ -3491,11 +3385,13 @@
|
|
| 3491 |
"ENSG00000224903",
|
| 3492 |
"ENSG00000224934",
|
| 3493 |
"ENSG00000224958",
|
| 3494 |
-
"
|
| 3495 |
"ENSG00000225177",
|
| 3496 |
"ENSG00000225190",
|
| 3497 |
"ENSG00000225194",
|
| 3498 |
"ENSG00000225234",
|
|
|
|
|
|
|
| 3499 |
"ENSG00000225342",
|
| 3500 |
"ENSG00000225361",
|
| 3501 |
"ENSG00000225377",
|
|
@@ -3504,11 +3400,9 @@
|
|
| 3504 |
"ENSG00000225697",
|
| 3505 |
"ENSG00000225731",
|
| 3506 |
"ENSG00000225792",
|
| 3507 |
-
"ENSG00000225828",
|
| 3508 |
"ENSG00000225830",
|
| 3509 |
"ENSG00000225880",
|
| 3510 |
"ENSG00000225937",
|
| 3511 |
-
"ENSG00000225938",
|
| 3512 |
"ENSG00000225975",
|
| 3513 |
"ENSG00000225978",
|
| 3514 |
"ENSG00000226026",
|
|
@@ -3521,31 +3415,38 @@
|
|
| 3521 |
"ENSG00000226686",
|
| 3522 |
"ENSG00000226696",
|
| 3523 |
"ENSG00000226711",
|
|
|
|
| 3524 |
"ENSG00000226808",
|
|
|
|
| 3525 |
"ENSG00000226887",
|
| 3526 |
"ENSG00000227053",
|
| 3527 |
"ENSG00000227057",
|
| 3528 |
"ENSG00000227165",
|
| 3529 |
-
"
|
| 3530 |
"ENSG00000227252",
|
| 3531 |
"ENSG00000227258",
|
|
|
|
| 3532 |
"ENSG00000227502",
|
|
|
|
| 3533 |
"ENSG00000227544",
|
| 3534 |
"ENSG00000227591",
|
| 3535 |
"ENSG00000227630",
|
| 3536 |
"ENSG00000227896",
|
| 3537 |
-
"ENSG00000227946",
|
| 3538 |
-
"ENSG00000228060",
|
| 3539 |
"ENSG00000228065",
|
|
|
|
| 3540 |
"ENSG00000228126",
|
|
|
|
| 3541 |
"ENSG00000228192",
|
| 3542 |
"ENSG00000228223",
|
|
|
|
| 3543 |
"ENSG00000228288",
|
| 3544 |
"ENSG00000228293",
|
| 3545 |
"ENSG00000228350",
|
|
|
|
| 3546 |
"ENSG00000228536",
|
| 3547 |
"ENSG00000228672",
|
| 3548 |
"ENSG00000228775",
|
|
|
|
| 3549 |
"ENSG00000229017",
|
| 3550 |
"ENSG00000229111",
|
| 3551 |
"ENSG00000229228",
|
|
@@ -3555,11 +3456,13 @@
|
|
| 3555 |
"ENSG00000229647",
|
| 3556 |
"ENSG00000229766",
|
| 3557 |
"ENSG00000229809",
|
| 3558 |
-
"ENSG00000230319",
|
| 3559 |
"ENSG00000230366",
|
| 3560 |
"ENSG00000230438",
|
| 3561 |
"ENSG00000230487",
|
| 3562 |
"ENSG00000230555",
|
|
|
|
|
|
|
|
|
|
| 3563 |
"ENSG00000230749",
|
| 3564 |
"ENSG00000230797",
|
| 3565 |
"ENSG00000230923",
|
|
@@ -3571,16 +3474,18 @@
|
|
| 3571 |
"ENSG00000231389",
|
| 3572 |
"ENSG00000231407",
|
| 3573 |
"ENSG00000231473",
|
| 3574 |
-
"
|
| 3575 |
"ENSG00000231621",
|
| 3576 |
"ENSG00000231663",
|
| 3577 |
"ENSG00000231690",
|
| 3578 |
"ENSG00000231728",
|
| 3579 |
"ENSG00000231768",
|
|
|
|
| 3580 |
"ENSG00000231770",
|
| 3581 |
"ENSG00000231890",
|
| 3582 |
"ENSG00000231908",
|
| 3583 |
"ENSG00000231943",
|
|
|
|
| 3584 |
"ENSG00000232098",
|
| 3585 |
"ENSG00000232310",
|
| 3586 |
"ENSG00000232354",
|
|
@@ -3591,15 +3496,14 @@
|
|
| 3591 |
"ENSG00000232759",
|
| 3592 |
"ENSG00000232810",
|
| 3593 |
"ENSG00000232931",
|
| 3594 |
-
"ENSG00000232940",
|
| 3595 |
"ENSG00000233070",
|
| 3596 |
"ENSG00000233098",
|
| 3597 |
-
"ENSG00000233110",
|
| 3598 |
"ENSG00000233175",
|
| 3599 |
"ENSG00000233184",
|
| 3600 |
-
"
|
|
|
|
| 3601 |
"ENSG00000233334",
|
| 3602 |
-
"
|
| 3603 |
"ENSG00000233705",
|
| 3604 |
"ENSG00000233757",
|
| 3605 |
"ENSG00000233766",
|
|
@@ -3613,76 +3517,83 @@
|
|
| 3613 |
"ENSG00000234546",
|
| 3614 |
"ENSG00000234690",
|
| 3615 |
"ENSG00000234745",
|
|
|
|
| 3616 |
"ENSG00000235016",
|
| 3617 |
"ENSG00000235092",
|
| 3618 |
"ENSG00000235098",
|
| 3619 |
-
"ENSG00000235106",
|
| 3620 |
"ENSG00000235109",
|
| 3621 |
"ENSG00000235159",
|
| 3622 |
"ENSG00000235162",
|
| 3623 |
"ENSG00000235194",
|
|
|
|
| 3624 |
"ENSG00000235280",
|
| 3625 |
"ENSG00000235501",
|
| 3626 |
"ENSG00000235532",
|
| 3627 |
"ENSG00000235560",
|
| 3628 |
"ENSG00000235576",
|
| 3629 |
"ENSG00000235724",
|
| 3630 |
-
"ENSG00000235731",
|
| 3631 |
"ENSG00000235790",
|
| 3632 |
"ENSG00000235865",
|
| 3633 |
"ENSG00000235888",
|
| 3634 |
"ENSG00000235897",
|
| 3635 |
"ENSG00000235919",
|
| 3636 |
"ENSG00000235947",
|
|
|
|
| 3637 |
"ENSG00000236081",
|
|
|
|
| 3638 |
"ENSG00000236104",
|
| 3639 |
-
"ENSG00000236120",
|
| 3640 |
"ENSG00000236144",
|
| 3641 |
"ENSG00000236213",
|
| 3642 |
-
"
|
| 3643 |
"ENSG00000236404",
|
| 3644 |
"ENSG00000236526",
|
| 3645 |
"ENSG00000236699",
|
|
|
|
|
|
|
| 3646 |
"ENSG00000236991",
|
| 3647 |
"ENSG00000237054",
|
|
|
|
| 3648 |
"ENSG00000237181",
|
| 3649 |
"ENSG00000237248",
|
| 3650 |
"ENSG00000237328",
|
|
|
|
|
|
|
|
|
|
| 3651 |
"ENSG00000237637",
|
| 3652 |
-
"ENSG00000237742",
|
| 3653 |
"ENSG00000237781",
|
| 3654 |
-
"ENSG00000237807",
|
| 3655 |
"ENSG00000237883",
|
| 3656 |
"ENSG00000237949",
|
| 3657 |
"ENSG00000237976",
|
| 3658 |
"ENSG00000238057",
|
| 3659 |
"ENSG00000238121",
|
| 3660 |
"ENSG00000238160",
|
| 3661 |
-
"ENSG00000238164",
|
| 3662 |
"ENSG00000238227",
|
| 3663 |
"ENSG00000239306",
|
|
|
|
|
|
|
| 3664 |
"ENSG00000239445",
|
| 3665 |
"ENSG00000239453",
|
| 3666 |
"ENSG00000239713",
|
| 3667 |
"ENSG00000240005",
|
| 3668 |
-
"
|
| 3669 |
"ENSG00000240230",
|
| 3670 |
"ENSG00000240288",
|
|
|
|
|
|
|
| 3671 |
"ENSG00000240563",
|
| 3672 |
"ENSG00000240583",
|
| 3673 |
"ENSG00000240747",
|
| 3674 |
"ENSG00000240770",
|
| 3675 |
-
"ENSG00000240790",
|
| 3676 |
"ENSG00000240889",
|
| 3677 |
-
"ENSG00000241106",
|
| 3678 |
"ENSG00000241258",
|
| 3679 |
-
"ENSG00000241322",
|
| 3680 |
"ENSG00000241644",
|
| 3681 |
"ENSG00000241769",
|
| 3682 |
"ENSG00000241839",
|
| 3683 |
"ENSG00000241852",
|
| 3684 |
"ENSG00000241933",
|
| 3685 |
"ENSG00000242474",
|
|
|
|
|
|
|
| 3686 |
"ENSG00000243156",
|
| 3687 |
"ENSG00000243224",
|
| 3688 |
"ENSG00000243414",
|
|
@@ -3697,12 +3608,14 @@
|
|
| 3697 |
"ENSG00000244694",
|
| 3698 |
"ENSG00000244734",
|
| 3699 |
"ENSG00000245017",
|
|
|
|
| 3700 |
"ENSG00000245105",
|
| 3701 |
"ENSG00000245164",
|
| 3702 |
"ENSG00000245281",
|
| 3703 |
"ENSG00000245317",
|
| 3704 |
"ENSG00000245498",
|
| 3705 |
"ENSG00000245522",
|
|
|
|
| 3706 |
"ENSG00000245532",
|
| 3707 |
"ENSG00000245552",
|
| 3708 |
"ENSG00000245556",
|
|
@@ -3726,9 +3639,9 @@
|
|
| 3726 |
"ENSG00000247317",
|
| 3727 |
"ENSG00000247373",
|
| 3728 |
"ENSG00000247400",
|
| 3729 |
-
"ENSG00000247595",
|
| 3730 |
"ENSG00000247796",
|
| 3731 |
"ENSG00000247877",
|
|
|
|
| 3732 |
"ENSG00000247950",
|
| 3733 |
"ENSG00000248008",
|
| 3734 |
"ENSG00000248049",
|
|
@@ -3736,11 +3649,11 @@
|
|
| 3736 |
"ENSG00000248323",
|
| 3737 |
"ENSG00000248483",
|
| 3738 |
"ENSG00000248485",
|
| 3739 |
-
"
|
| 3740 |
"ENSG00000248727",
|
|
|
|
| 3741 |
"ENSG00000248890",
|
| 3742 |
"ENSG00000248925",
|
| 3743 |
-
"ENSG00000249087",
|
| 3744 |
"ENSG00000249096",
|
| 3745 |
"ENSG00000249378",
|
| 3746 |
"ENSG00000249464",
|
|
@@ -3751,12 +3664,12 @@
|
|
| 3751 |
"ENSG00000249715",
|
| 3752 |
"ENSG00000249846",
|
| 3753 |
"ENSG00000250067",
|
| 3754 |
-
"ENSG00000250073",
|
| 3755 |
"ENSG00000250091",
|
|
|
|
| 3756 |
"ENSG00000250155",
|
|
|
|
| 3757 |
"ENSG00000250328",
|
| 3758 |
"ENSG00000250486",
|
| 3759 |
-
"ENSG00000250490",
|
| 3760 |
"ENSG00000250510",
|
| 3761 |
"ENSG00000250548",
|
| 3762 |
"ENSG00000250565",
|
|
@@ -3767,10 +3680,14 @@
|
|
| 3767 |
"ENSG00000251141",
|
| 3768 |
"ENSG00000251260",
|
| 3769 |
"ENSG00000251301",
|
|
|
|
| 3770 |
"ENSG00000251450",
|
| 3771 |
"ENSG00000251562",
|
| 3772 |
"ENSG00000251586",
|
|
|
|
| 3773 |
"ENSG00000253159",
|
|
|
|
|
|
|
| 3774 |
"ENSG00000253210",
|
| 3775 |
"ENSG00000253305",
|
| 3776 |
"ENSG00000253408",
|
|
@@ -3780,16 +3697,18 @@
|
|
| 3780 |
"ENSG00000253686",
|
| 3781 |
"ENSG00000253731",
|
| 3782 |
"ENSG00000253958",
|
| 3783 |
-
"ENSG00000254003",
|
| 3784 |
"ENSG00000254109",
|
| 3785 |
"ENSG00000254122",
|
| 3786 |
"ENSG00000254245",
|
|
|
|
| 3787 |
"ENSG00000254369",
|
| 3788 |
"ENSG00000254415",
|
| 3789 |
"ENSG00000254473",
|
| 3790 |
"ENSG00000254614",
|
| 3791 |
"ENSG00000254726",
|
| 3792 |
"ENSG00000254858",
|
|
|
|
|
|
|
| 3793 |
"ENSG00000255153",
|
| 3794 |
"ENSG00000255197",
|
| 3795 |
"ENSG00000255363",
|
|
@@ -3801,28 +3720,37 @@
|
|
| 3801 |
"ENSG00000255690",
|
| 3802 |
"ENSG00000255737",
|
| 3803 |
"ENSG00000255874",
|
|
|
|
| 3804 |
"ENSG00000256039",
|
| 3805 |
"ENSG00000256043",
|
| 3806 |
"ENSG00000256128",
|
| 3807 |
"ENSG00000256262",
|
| 3808 |
"ENSG00000256294",
|
| 3809 |
-
"ENSG00000256377",
|
| 3810 |
"ENSG00000256628",
|
| 3811 |
"ENSG00000256633",
|
| 3812 |
"ENSG00000256806",
|
| 3813 |
"ENSG00000257017",
|
| 3814 |
"ENSG00000257052",
|
| 3815 |
"ENSG00000257093",
|
|
|
|
| 3816 |
"ENSG00000257354",
|
| 3817 |
"ENSG00000257433",
|
| 3818 |
"ENSG00000257497",
|
| 3819 |
"ENSG00000257556",
|
| 3820 |
"ENSG00000257594",
|
|
|
|
| 3821 |
"ENSG00000258056",
|
| 3822 |
"ENSG00000258057",
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 3823 |
"ENSG00000258376",
|
| 3824 |
"ENSG00000258457",
|
| 3825 |
"ENSG00000258512",
|
|
|
|
|
|
|
| 3826 |
"ENSG00000258655",
|
| 3827 |
"ENSG00000258708",
|
| 3828 |
"ENSG00000258727",
|
|
@@ -3831,8 +3759,13 @@
|
|
| 3831 |
"ENSG00000258940",
|
| 3832 |
"ENSG00000259129",
|
| 3833 |
"ENSG00000259146",
|
|
|
|
|
|
|
| 3834 |
"ENSG00000259291",
|
|
|
|
| 3835 |
"ENSG00000259330",
|
|
|
|
|
|
|
| 3836 |
"ENSG00000259448",
|
| 3837 |
"ENSG00000259488",
|
| 3838 |
"ENSG00000259511",
|
|
@@ -3842,77 +3775,108 @@
|
|
| 3842 |
"ENSG00000259772",
|
| 3843 |
"ENSG00000259802",
|
| 3844 |
"ENSG00000259826",
|
|
|
|
| 3845 |
"ENSG00000259877",
|
| 3846 |
"ENSG00000259883",
|
|
|
|
| 3847 |
"ENSG00000259943",
|
|
|
|
| 3848 |
"ENSG00000260001",
|
| 3849 |
"ENSG00000260018",
|
| 3850 |
-
"
|
| 3851 |
"ENSG00000260135",
|
| 3852 |
"ENSG00000260219",
|
|
|
|
|
|
|
| 3853 |
"ENSG00000260317",
|
| 3854 |
"ENSG00000260352",
|
| 3855 |
"ENSG00000260442",
|
| 3856 |
"ENSG00000260456",
|
| 3857 |
"ENSG00000260475",
|
|
|
|
| 3858 |
"ENSG00000260528",
|
|
|
|
| 3859 |
"ENSG00000260572",
|
| 3860 |
-
"
|
| 3861 |
"ENSG00000260804",
|
| 3862 |
"ENSG00000260807",
|
| 3863 |
-
"ENSG00000260853",
|
| 3864 |
"ENSG00000260886",
|
| 3865 |
"ENSG00000260910",
|
| 3866 |
"ENSG00000260942",
|
| 3867 |
"ENSG00000260992",
|
| 3868 |
"ENSG00000261087",
|
|
|
|
|
|
|
| 3869 |
"ENSG00000261173",
|
|
|
|
| 3870 |
"ENSG00000261220",
|
|
|
|
| 3871 |
"ENSG00000261326",
|
| 3872 |
"ENSG00000261360",
|
| 3873 |
"ENSG00000261371",
|
| 3874 |
"ENSG00000261390",
|
| 3875 |
"ENSG00000261423",
|
|
|
|
| 3876 |
"ENSG00000261465",
|
| 3877 |
-
"
|
| 3878 |
"ENSG00000261801",
|
|
|
|
|
|
|
|
|
|
| 3879 |
"ENSG00000261934",
|
|
|
|
|
|
|
|
|
|
| 3880 |
"ENSG00000262136",
|
| 3881 |
"ENSG00000262165",
|
|
|
|
|
|
|
| 3882 |
"ENSG00000262468",
|
|
|
|
| 3883 |
"ENSG00000263002",
|
| 3884 |
"ENSG00000263004",
|
| 3885 |
"ENSG00000263072",
|
| 3886 |
"ENSG00000263155",
|
| 3887 |
-
"
|
| 3888 |
"ENSG00000263400",
|
| 3889 |
"ENSG00000263528",
|
|
|
|
| 3890 |
"ENSG00000263586",
|
|
|
|
|
|
|
| 3891 |
"ENSG00000263874",
|
|
|
|
| 3892 |
"ENSG00000264247",
|
| 3893 |
-
"ENSG00000264269",
|
| 3894 |
"ENSG00000264575",
|
|
|
|
|
|
|
| 3895 |
"ENSG00000264672",
|
| 3896 |
"ENSG00000264954",
|
| 3897 |
-
"
|
| 3898 |
"ENSG00000265096",
|
|
|
|
| 3899 |
"ENSG00000265142",
|
| 3900 |
"ENSG00000265190",
|
| 3901 |
-
"ENSG00000265688",
|
| 3902 |
"ENSG00000265817",
|
| 3903 |
"ENSG00000266010",
|
|
|
|
| 3904 |
"ENSG00000266094",
|
|
|
|
| 3905 |
"ENSG00000266258",
|
| 3906 |
-
"
|
| 3907 |
"ENSG00000266524",
|
| 3908 |
"ENSG00000266904",
|
| 3909 |
"ENSG00000266916",
|
|
|
|
| 3910 |
"ENSG00000267040",
|
|
|
|
| 3911 |
"ENSG00000267080",
|
| 3912 |
"ENSG00000267169",
|
| 3913 |
"ENSG00000267191",
|
| 3914 |
-
"ENSG00000267207",
|
| 3915 |
"ENSG00000267270",
|
|
|
|
|
|
|
|
|
|
| 3916 |
"ENSG00000267402",
|
| 3917 |
"ENSG00000267414",
|
| 3918 |
"ENSG00000267454",
|
|
@@ -3921,84 +3885,120 @@
|
|
| 3921 |
"ENSG00000267493",
|
| 3922 |
"ENSG00000267551",
|
| 3923 |
"ENSG00000267767",
|
|
|
|
|
|
|
|
|
|
|
|
|
| 3924 |
"ENSG00000268388",
|
|
|
|
|
|
|
|
|
|
| 3925 |
"ENSG00000268996",
|
| 3926 |
"ENSG00000269220",
|
| 3927 |
"ENSG00000269313",
|
|
|
|
| 3928 |
"ENSG00000269352",
|
|
|
|
| 3929 |
"ENSG00000269720",
|
|
|
|
|
|
|
| 3930 |
"ENSG00000270006",
|
| 3931 |
"ENSG00000270084",
|
| 3932 |
-
"
|
|
|
|
| 3933 |
"ENSG00000270194",
|
| 3934 |
"ENSG00000270362",
|
| 3935 |
"ENSG00000270547",
|
|
|
|
|
|
|
| 3936 |
"ENSG00000270673",
|
|
|
|
| 3937 |
"ENSG00000270761",
|
|
|
|
| 3938 |
"ENSG00000270959",
|
| 3939 |
"ENSG00000270964",
|
| 3940 |
"ENSG00000271119",
|
| 3941 |
-
"ENSG00000271133",
|
| 3942 |
"ENSG00000271270",
|
|
|
|
| 3943 |
"ENSG00000271383",
|
| 3944 |
-
"
|
| 3945 |
"ENSG00000271576",
|
| 3946 |
"ENSG00000271614",
|
| 3947 |
"ENSG00000271643",
|
|
|
|
|
|
|
| 3948 |
"ENSG00000271826",
|
| 3949 |
"ENSG00000271913",
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 3950 |
"ENSG00000272086",
|
|
|
|
| 3951 |
"ENSG00000272097",
|
| 3952 |
"ENSG00000272142",
|
|
|
|
| 3953 |
"ENSG00000272168",
|
|
|
|
| 3954 |
"ENSG00000272189",
|
| 3955 |
-
"
|
| 3956 |
"ENSG00000272273",
|
|
|
|
| 3957 |
"ENSG00000272333",
|
|
|
|
|
|
|
|
|
|
|
|
|
| 3958 |
"ENSG00000272398",
|
| 3959 |
"ENSG00000272462",
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 3960 |
"ENSG00000272695",
|
| 3961 |
"ENSG00000272716",
|
|
|
|
|
|
|
| 3962 |
"ENSG00000272841",
|
| 3963 |
"ENSG00000272853",
|
| 3964 |
"ENSG00000272894",
|
| 3965 |
"ENSG00000272913",
|
|
|
|
|
|
|
| 3966 |
"ENSG00000273008",
|
| 3967 |
"ENSG00000273033",
|
|
|
|
| 3968 |
"ENSG00000273079",
|
|
|
|
| 3969 |
"ENSG00000273142",
|
| 3970 |
-
"
|
|
|
|
|
|
|
|
|
|
|
|
|
| 3971 |
"ENSG00000273297",
|
|
|
|
| 3972 |
"ENSG00000273356",
|
|
|
|
| 3973 |
"ENSG00000273382",
|
| 3974 |
-
"
|
|
|
|
|
|
|
|
|
|
|
|
|
| 3975 |
"ENSG00000274180",
|
| 3976 |
"ENSG00000274286",
|
| 3977 |
-
"ENSG00000274736",
|
| 3978 |
-
"ENSG00000274750",
|
| 3979 |
-
"ENSG00000275302",
|
| 3980 |
-
"ENSG00000275395",
|
| 3981 |
"ENSG00000275714",
|
| 3982 |
-
"ENSG00000275835",
|
| 3983 |
"ENSG00000276045",
|
| 3984 |
-
"ENSG00000276070",
|
| 3985 |
-
"ENSG00000276293",
|
| 3986 |
"ENSG00000276600",
|
| 3987 |
"ENSG00000277075",
|
| 3988 |
-
"
|
| 3989 |
-
"ENSG00000277449",
|
| 3990 |
-
"ENSG00000277632",
|
| 3991 |
-
"ENSG00000278053",
|
| 3992 |
-
"ENSG00000278259",
|
| 3993 |
-
"ENSG00000278535",
|
| 3994 |
"ENSG00000278558",
|
| 3995 |
-
"ENSG00000278619",
|
| 3996 |
-
"ENSG00000278921",
|
| 3997 |
-
"ENSG00000279873",
|
| 3998 |
"ENSG00000280670",
|
| 3999 |
-
"ENSG00000281103",
|
| 4000 |
-
"ENSG00000281332",
|
| 4001 |
-
"ENSG00000281358",
|
| 4002 |
"ENSG00000291237"
|
| 4003 |
],
|
| 4004 |
"label_categories": [
|
|
@@ -4033,8 +4033,8 @@
|
|
| 4033 |
"thymic fibroblast type 1",
|
| 4034 |
"thymic fibroblast type 2",
|
| 4035 |
"thymocyte",
|
| 4036 |
-
"unassigned",
|
| 4037 |
"vascular associated smooth muscle cell",
|
| 4038 |
-
"vein endothelial cell"
|
|
|
|
| 4039 |
]
|
| 4040 |
}
|
|
|
|
| 10 |
"ENSG00000003987",
|
| 11 |
"ENSG00000004468",
|
| 12 |
"ENSG00000004487",
|
|
|
|
| 13 |
"ENSG00000004809",
|
| 14 |
"ENSG00000004897",
|
| 15 |
"ENSG00000004939",
|
|
|
|
| 40 |
"ENSG00000007968",
|
| 41 |
"ENSG00000008086",
|
| 42 |
"ENSG00000008300",
|
|
|
|
|
|
|
| 43 |
"ENSG00000008517",
|
| 44 |
"ENSG00000009790",
|
| 45 |
"ENSG00000009954",
|
|
|
|
| 60 |
"ENSG00000013374",
|
| 61 |
"ENSG00000013392",
|
| 62 |
"ENSG00000013503",
|
|
|
|
| 63 |
"ENSG00000013588",
|
| 64 |
"ENSG00000014257",
|
| 65 |
"ENSG00000014641",
|
|
|
|
| 69 |
"ENSG00000015475",
|
| 70 |
"ENSG00000016391",
|
| 71 |
"ENSG00000017483",
|
|
|
|
| 72 |
"ENSG00000018869",
|
| 73 |
"ENSG00000019102",
|
| 74 |
"ENSG00000019582",
|
|
|
|
| 90 |
"ENSG00000025772",
|
| 91 |
"ENSG00000026652",
|
| 92 |
"ENSG00000026751",
|
|
|
|
| 93 |
"ENSG00000028277",
|
| 94 |
"ENSG00000028310",
|
| 95 |
"ENSG00000029993",
|
|
|
|
| 97 |
"ENSG00000031698",
|
| 98 |
"ENSG00000032389",
|
| 99 |
"ENSG00000033011",
|
|
|
|
|
|
|
| 100 |
"ENSG00000034152",
|
| 101 |
"ENSG00000034971",
|
| 102 |
"ENSG00000035499",
|
| 103 |
"ENSG00000036473",
|
| 104 |
"ENSG00000036530",
|
| 105 |
"ENSG00000037474",
|
| 106 |
+
"ENSG00000037965",
|
| 107 |
"ENSG00000038002",
|
| 108 |
"ENSG00000039139",
|
| 109 |
"ENSG00000039560",
|
|
|
|
| 181 |
"ENSG00000065600",
|
| 182 |
"ENSG00000065618",
|
| 183 |
"ENSG00000065621",
|
|
|
|
| 184 |
"ENSG00000065970",
|
| 185 |
"ENSG00000066185",
|
| 186 |
"ENSG00000066230",
|
|
|
|
| 218 |
"ENSG00000069956",
|
| 219 |
"ENSG00000070190",
|
| 220 |
"ENSG00000070495",
|
|
|
|
| 221 |
"ENSG00000070669",
|
|
|
|
| 222 |
"ENSG00000070761",
|
| 223 |
"ENSG00000070950",
|
| 224 |
"ENSG00000071575",
|
|
|
|
| 231 |
"ENSG00000072315",
|
| 232 |
"ENSG00000072422",
|
| 233 |
"ENSG00000072571",
|
|
|
|
| 234 |
"ENSG00000072756",
|
| 235 |
"ENSG00000072786",
|
| 236 |
"ENSG00000072818",
|
|
|
|
| 283 |
"ENSG00000078304",
|
| 284 |
"ENSG00000078401",
|
| 285 |
"ENSG00000078589",
|
| 286 |
+
"ENSG00000078596",
|
| 287 |
"ENSG00000078900",
|
| 288 |
"ENSG00000079385",
|
| 289 |
"ENSG00000079459",
|
|
|
|
| 302 |
"ENSG00000081277",
|
| 303 |
"ENSG00000081386",
|
| 304 |
"ENSG00000081721",
|
|
|
|
| 305 |
"ENSG00000081853",
|
| 306 |
"ENSG00000082146",
|
| 307 |
"ENSG00000082497",
|
|
|
|
| 388 |
"ENSG00000091137",
|
| 389 |
"ENSG00000091181",
|
| 390 |
"ENSG00000091490",
|
|
|
|
| 391 |
"ENSG00000091622",
|
| 392 |
"ENSG00000091651",
|
| 393 |
"ENSG00000091732",
|
|
|
|
| 399 |
"ENSG00000092295",
|
| 400 |
"ENSG00000092445",
|
| 401 |
"ENSG00000092820",
|
|
|
|
| 402 |
"ENSG00000092853",
|
| 403 |
"ENSG00000092871",
|
| 404 |
"ENSG00000092931",
|
|
|
|
| 481 |
"ENSG00000100625",
|
| 482 |
"ENSG00000100721",
|
| 483 |
"ENSG00000100739",
|
|
|
|
| 484 |
"ENSG00000100888",
|
| 485 |
"ENSG00000100889",
|
| 486 |
"ENSG00000100906",
|
| 487 |
"ENSG00000100908",
|
| 488 |
"ENSG00000100918",
|
| 489 |
"ENSG00000100982",
|
|
|
|
| 490 |
"ENSG00000101004",
|
| 491 |
"ENSG00000101019",
|
| 492 |
"ENSG00000101079",
|
|
|
|
| 513 |
"ENSG00000101608",
|
| 514 |
"ENSG00000101654",
|
| 515 |
"ENSG00000101670",
|
|
|
|
| 516 |
"ENSG00000101844",
|
| 517 |
"ENSG00000101850",
|
| 518 |
"ENSG00000101888",
|
|
|
|
| 530 |
"ENSG00000102312",
|
| 531 |
"ENSG00000102383",
|
| 532 |
"ENSG00000102393",
|
|
|
|
| 533 |
"ENSG00000102468",
|
| 534 |
"ENSG00000102471",
|
| 535 |
"ENSG00000102678",
|
|
|
|
| 547 |
"ENSG00000102924",
|
| 548 |
"ENSG00000102967",
|
| 549 |
"ENSG00000102981",
|
| 550 |
+
"ENSG00000103021",
|
| 551 |
"ENSG00000103034",
|
| 552 |
"ENSG00000103043",
|
| 553 |
"ENSG00000103044",
|
|
|
|
| 556 |
"ENSG00000103160",
|
| 557 |
"ENSG00000103196",
|
| 558 |
"ENSG00000103241",
|
|
|
|
| 559 |
"ENSG00000103356",
|
| 560 |
"ENSG00000103365",
|
| 561 |
"ENSG00000103415",
|
| 562 |
"ENSG00000103429",
|
|
|
|
| 563 |
"ENSG00000103494",
|
| 564 |
"ENSG00000103496",
|
|
|
|
| 565 |
"ENSG00000103528",
|
| 566 |
"ENSG00000103540",
|
| 567 |
"ENSG00000103591",
|
|
|
|
| 582 |
"ENSG00000104432",
|
| 583 |
"ENSG00000104442",
|
| 584 |
"ENSG00000104518",
|
|
|
|
| 585 |
"ENSG00000104635",
|
| 586 |
"ENSG00000104738",
|
| 587 |
"ENSG00000104774",
|
|
|
|
| 600 |
"ENSG00000104980",
|
| 601 |
"ENSG00000105011",
|
| 602 |
"ENSG00000105146",
|
|
|
|
| 603 |
"ENSG00000105173",
|
| 604 |
"ENSG00000105227",
|
| 605 |
"ENSG00000105229",
|
|
|
|
| 607 |
"ENSG00000105290",
|
| 608 |
"ENSG00000105298",
|
| 609 |
"ENSG00000105352",
|
| 610 |
+
"ENSG00000105372",
|
| 611 |
"ENSG00000105374",
|
| 612 |
"ENSG00000105376",
|
| 613 |
"ENSG00000105383",
|
|
|
|
| 614 |
"ENSG00000105486",
|
| 615 |
"ENSG00000105499",
|
| 616 |
"ENSG00000105509",
|
|
|
|
| 627 |
"ENSG00000105819",
|
| 628 |
"ENSG00000105835",
|
| 629 |
"ENSG00000105855",
|
|
|
|
| 630 |
"ENSG00000105875",
|
| 631 |
"ENSG00000105889",
|
| 632 |
+
"ENSG00000105948",
|
| 633 |
"ENSG00000105974",
|
| 634 |
"ENSG00000105976",
|
| 635 |
"ENSG00000105996",
|
| 636 |
"ENSG00000106013",
|
| 637 |
"ENSG00000106025",
|
|
|
|
| 638 |
"ENSG00000106077",
|
| 639 |
"ENSG00000106086",
|
| 640 |
+
"ENSG00000106113",
|
| 641 |
"ENSG00000106236",
|
|
|
|
| 642 |
"ENSG00000106278",
|
| 643 |
"ENSG00000106290",
|
| 644 |
"ENSG00000106299",
|
|
|
|
| 663 |
"ENSG00000107021",
|
| 664 |
"ENSG00000107140",
|
| 665 |
"ENSG00000107147",
|
|
|
|
| 666 |
"ENSG00000107175",
|
| 667 |
"ENSG00000107185",
|
| 668 |
"ENSG00000107331",
|
| 669 |
"ENSG00000107338",
|
| 670 |
"ENSG00000107438",
|
| 671 |
"ENSG00000107485",
|
|
|
|
| 672 |
"ENSG00000107736",
|
| 673 |
"ENSG00000107742",
|
| 674 |
"ENSG00000107745",
|
|
|
|
| 677 |
"ENSG00000107796",
|
| 678 |
"ENSG00000107815",
|
| 679 |
"ENSG00000107821",
|
|
|
|
| 680 |
"ENSG00000107833",
|
| 681 |
"ENSG00000107984",
|
| 682 |
"ENSG00000108091",
|
|
|
|
| 684 |
"ENSG00000108342",
|
| 685 |
"ENSG00000108370",
|
| 686 |
"ENSG00000108423",
|
| 687 |
+
"ENSG00000108448",
|
| 688 |
"ENSG00000108469",
|
| 689 |
"ENSG00000108511",
|
| 690 |
"ENSG00000108515",
|
|
|
|
| 714 |
"ENSG00000109501",
|
| 715 |
"ENSG00000109519",
|
| 716 |
"ENSG00000109576",
|
| 717 |
+
"ENSG00000109625",
|
| 718 |
"ENSG00000109738",
|
| 719 |
"ENSG00000109743",
|
| 720 |
"ENSG00000109846",
|
|
|
|
| 726 |
"ENSG00000110042",
|
| 727 |
"ENSG00000110048",
|
| 728 |
"ENSG00000110060",
|
|
|
|
| 729 |
"ENSG00000110076",
|
| 730 |
"ENSG00000110077",
|
| 731 |
"ENSG00000110079",
|
| 732 |
"ENSG00000110104",
|
| 733 |
"ENSG00000110169",
|
|
|
|
| 734 |
"ENSG00000110324",
|
| 735 |
"ENSG00000110427",
|
|
|
|
| 736 |
"ENSG00000110514",
|
| 737 |
"ENSG00000110583",
|
| 738 |
"ENSG00000110619",
|
|
|
|
| 752 |
"ENSG00000111247",
|
| 753 |
"ENSG00000111261",
|
| 754 |
"ENSG00000111291",
|
|
|
|
| 755 |
"ENSG00000111319",
|
| 756 |
"ENSG00000111331",
|
| 757 |
"ENSG00000111335",
|
|
|
|
| 778 |
"ENSG00000111725",
|
| 779 |
"ENSG00000111729",
|
| 780 |
"ENSG00000111796",
|
|
|
|
| 781 |
"ENSG00000112053",
|
| 782 |
"ENSG00000112139",
|
| 783 |
"ENSG00000112149",
|
| 784 |
"ENSG00000112167",
|
| 785 |
"ENSG00000112175",
|
|
|
|
| 786 |
"ENSG00000112218",
|
| 787 |
"ENSG00000112276",
|
| 788 |
"ENSG00000112282",
|
|
|
|
| 801 |
"ENSG00000112851",
|
| 802 |
"ENSG00000112855",
|
| 803 |
"ENSG00000112877",
|
| 804 |
+
"ENSG00000112936",
|
| 805 |
"ENSG00000112981",
|
| 806 |
"ENSG00000112996",
|
| 807 |
"ENSG00000113088",
|
| 808 |
"ENSG00000113119",
|
| 809 |
"ENSG00000113161",
|
|
|
|
|
|
|
| 810 |
"ENSG00000113231",
|
|
|
|
| 811 |
"ENSG00000113263",
|
| 812 |
"ENSG00000113272",
|
| 813 |
"ENSG00000113296",
|
|
|
|
| 826 |
"ENSG00000113924",
|
| 827 |
"ENSG00000114098",
|
| 828 |
"ENSG00000114166",
|
|
|
|
| 829 |
"ENSG00000114388",
|
| 830 |
"ENSG00000114439",
|
| 831 |
"ENSG00000114491",
|
|
|
|
| 844 |
"ENSG00000115085",
|
| 845 |
"ENSG00000115137",
|
| 846 |
"ENSG00000115138",
|
|
|
|
| 847 |
"ENSG00000115163",
|
| 848 |
"ENSG00000115165",
|
|
|
|
| 849 |
"ENSG00000115211",
|
|
|
|
| 850 |
"ENSG00000115267",
|
| 851 |
"ENSG00000115274",
|
| 852 |
"ENSG00000115282",
|
|
|
|
| 874 |
"ENSG00000116205",
|
| 875 |
"ENSG00000116337",
|
| 876 |
"ENSG00000116525",
|
|
|
|
| 877 |
"ENSG00000116663",
|
| 878 |
"ENSG00000116675",
|
| 879 |
"ENSG00000116711",
|
|
|
|
| 936 |
"ENSG00000119392",
|
| 937 |
"ENSG00000119401",
|
| 938 |
"ENSG00000119408",
|
|
|
|
| 939 |
"ENSG00000119599",
|
| 940 |
"ENSG00000119638",
|
| 941 |
"ENSG00000119684",
|
|
|
|
| 958 |
"ENSG00000120129",
|
| 959 |
"ENSG00000120137",
|
| 960 |
"ENSG00000120217",
|
|
|
|
|
|
|
|
|
|
| 961 |
"ENSG00000120437",
|
| 962 |
"ENSG00000120440",
|
| 963 |
"ENSG00000120458",
|
|
|
|
| 985 |
"ENSG00000121807",
|
| 986 |
"ENSG00000121897",
|
| 987 |
"ENSG00000121903",
|
| 988 |
+
"ENSG00000121933",
|
| 989 |
"ENSG00000121966",
|
| 990 |
"ENSG00000122034",
|
| 991 |
"ENSG00000122122",
|
|
|
|
| 1002 |
"ENSG00000122696",
|
| 1003 |
"ENSG00000122711",
|
| 1004 |
"ENSG00000122778",
|
|
|
|
| 1005 |
"ENSG00000122861",
|
| 1006 |
"ENSG00000122862",
|
| 1007 |
"ENSG00000122877",
|
|
|
|
| 1036 |
"ENSG00000124257",
|
| 1037 |
"ENSG00000124279",
|
| 1038 |
"ENSG00000124508",
|
|
|
|
| 1039 |
"ENSG00000124532",
|
| 1040 |
"ENSG00000124575",
|
| 1041 |
"ENSG00000124587",
|
|
|
|
| 1063 |
"ENSG00000125384",
|
| 1064 |
"ENSG00000125434",
|
| 1065 |
"ENSG00000125445",
|
| 1066 |
+
"ENSG00000125447",
|
| 1067 |
"ENSG00000125454",
|
| 1068 |
"ENSG00000125457",
|
| 1069 |
"ENSG00000125505",
|
|
|
|
| 1073 |
"ENSG00000125630",
|
| 1074 |
"ENSG00000125650",
|
| 1075 |
"ENSG00000125726",
|
| 1076 |
+
"ENSG00000125730",
|
| 1077 |
"ENSG00000125731",
|
| 1078 |
"ENSG00000125775",
|
| 1079 |
"ENSG00000125779",
|
|
|
|
| 1080 |
"ENSG00000125814",
|
| 1081 |
"ENSG00000125848",
|
| 1082 |
"ENSG00000125869",
|
|
|
|
| 1108 |
"ENSG00000127329",
|
| 1109 |
"ENSG00000127364",
|
| 1110 |
"ENSG00000127399",
|
| 1111 |
+
"ENSG00000127418",
|
| 1112 |
"ENSG00000127463",
|
| 1113 |
"ENSG00000127526",
|
| 1114 |
"ENSG00000127530",
|
|
|
|
| 1136 |
"ENSG00000128298",
|
| 1137 |
"ENSG00000128340",
|
| 1138 |
"ENSG00000128342",
|
| 1139 |
+
"ENSG00000128383",
|
| 1140 |
"ENSG00000128394",
|
| 1141 |
"ENSG00000128408",
|
| 1142 |
"ENSG00000128482",
|
| 1143 |
"ENSG00000128578",
|
| 1144 |
"ENSG00000128590",
|
| 1145 |
"ENSG00000128591",
|
|
|
|
| 1146 |
"ENSG00000128645",
|
| 1147 |
"ENSG00000128656",
|
| 1148 |
"ENSG00000128917",
|
|
|
|
| 1161 |
"ENSG00000129465",
|
| 1162 |
"ENSG00000129472",
|
| 1163 |
"ENSG00000129538",
|
| 1164 |
+
"ENSG00000129744",
|
| 1165 |
"ENSG00000129810",
|
| 1166 |
"ENSG00000129988",
|
|
|
|
| 1167 |
"ENSG00000130032",
|
| 1168 |
"ENSG00000130035",
|
| 1169 |
"ENSG00000130037",
|
|
|
|
| 1190 |
"ENSG00000130703",
|
| 1191 |
"ENSG00000130714",
|
| 1192 |
"ENSG00000130733",
|
|
|
|
| 1193 |
"ENSG00000130766",
|
| 1194 |
"ENSG00000130768",
|
| 1195 |
"ENSG00000130803",
|
|
|
|
| 1238 |
"ENSG00000132313",
|
| 1239 |
"ENSG00000132329",
|
| 1240 |
"ENSG00000132330",
|
|
|
|
|
|
|
| 1241 |
"ENSG00000132423",
|
| 1242 |
"ENSG00000132436",
|
| 1243 |
"ENSG00000132465",
|
| 1244 |
"ENSG00000132475",
|
| 1245 |
"ENSG00000132478",
|
|
|
|
| 1246 |
"ENSG00000132554",
|
| 1247 |
"ENSG00000132563",
|
| 1248 |
"ENSG00000132603",
|
|
|
|
| 1367 |
"ENSG00000135914",
|
| 1368 |
"ENSG00000135917",
|
| 1369 |
"ENSG00000135919",
|
|
|
|
| 1370 |
"ENSG00000135966",
|
| 1371 |
"ENSG00000135968",
|
| 1372 |
"ENSG00000136011",
|
|
|
|
| 1377 |
"ENSG00000136122",
|
| 1378 |
"ENSG00000136152",
|
| 1379 |
"ENSG00000136167",
|
|
|
|
| 1380 |
"ENSG00000136244",
|
| 1381 |
"ENSG00000136247",
|
| 1382 |
"ENSG00000136250",
|
|
|
|
| 1389 |
"ENSG00000136463",
|
| 1390 |
"ENSG00000136514",
|
| 1391 |
"ENSG00000136518",
|
|
|
|
| 1392 |
"ENSG00000136710",
|
| 1393 |
"ENSG00000136754",
|
| 1394 |
"ENSG00000136856",
|
|
|
|
| 1411 |
"ENSG00000137185",
|
| 1412 |
"ENSG00000137198",
|
| 1413 |
"ENSG00000137221",
|
|
|
|
| 1414 |
"ENSG00000137265",
|
| 1415 |
"ENSG00000137310",
|
| 1416 |
"ENSG00000137338",
|
|
|
|
| 1464 |
"ENSG00000138375",
|
| 1465 |
"ENSG00000138395",
|
| 1466 |
"ENSG00000138435",
|
|
|
|
| 1467 |
"ENSG00000138587",
|
| 1468 |
"ENSG00000138614",
|
| 1469 |
"ENSG00000138642",
|
| 1470 |
"ENSG00000138650",
|
| 1471 |
"ENSG00000138658",
|
|
|
|
| 1472 |
"ENSG00000138688",
|
| 1473 |
"ENSG00000138696",
|
| 1474 |
"ENSG00000138722",
|
|
|
|
| 1477 |
"ENSG00000138771",
|
| 1478 |
"ENSG00000138795",
|
| 1479 |
"ENSG00000138802",
|
|
|
|
| 1480 |
"ENSG00000138835",
|
| 1481 |
"ENSG00000138964",
|
| 1482 |
"ENSG00000139131",
|
|
|
|
| 1487 |
"ENSG00000139187",
|
| 1488 |
"ENSG00000139190",
|
| 1489 |
"ENSG00000139193",
|
|
|
|
| 1490 |
"ENSG00000139209",
|
| 1491 |
"ENSG00000139266",
|
| 1492 |
"ENSG00000139291",
|
|
|
|
| 1499 |
"ENSG00000139517",
|
| 1500 |
"ENSG00000139531",
|
| 1501 |
"ENSG00000139549",
|
|
|
|
| 1502 |
"ENSG00000139629",
|
| 1503 |
"ENSG00000139644",
|
| 1504 |
"ENSG00000139714",
|
|
|
|
| 1538 |
"ENSG00000140848",
|
| 1539 |
"ENSG00000140853",
|
| 1540 |
"ENSG00000140873",
|
|
|
|
| 1541 |
"ENSG00000140968",
|
| 1542 |
"ENSG00000140987",
|
| 1543 |
"ENSG00000141026",
|
|
|
|
| 1557 |
"ENSG00000141569",
|
| 1558 |
"ENSG00000141577",
|
| 1559 |
"ENSG00000141579",
|
| 1560 |
+
"ENSG00000141622",
|
| 1561 |
"ENSG00000141642",
|
| 1562 |
"ENSG00000141646",
|
| 1563 |
"ENSG00000141682",
|
| 1564 |
"ENSG00000141744",
|
|
|
|
| 1565 |
"ENSG00000141934",
|
| 1566 |
"ENSG00000141968",
|
| 1567 |
"ENSG00000142002",
|
|
|
|
| 1615 |
"ENSG00000143412",
|
| 1616 |
"ENSG00000143494",
|
| 1617 |
"ENSG00000143498",
|
|
|
|
| 1618 |
"ENSG00000143590",
|
|
|
|
| 1619 |
"ENSG00000143669",
|
| 1620 |
"ENSG00000143740",
|
| 1621 |
"ENSG00000143751",
|
|
|
|
| 1642 |
"ENSG00000144406",
|
| 1643 |
"ENSG00000144468",
|
| 1644 |
"ENSG00000144485",
|
|
|
|
| 1645 |
"ENSG00000144596",
|
| 1646 |
"ENSG00000144597",
|
| 1647 |
"ENSG00000144635",
|
|
|
|
| 1663 |
"ENSG00000145214",
|
| 1664 |
"ENSG00000145220",
|
| 1665 |
"ENSG00000145241",
|
|
|
|
| 1666 |
"ENSG00000145335",
|
| 1667 |
"ENSG00000145354",
|
| 1668 |
"ENSG00000145386",
|
|
|
|
| 1673 |
"ENSG00000145569",
|
| 1674 |
"ENSG00000145649",
|
| 1675 |
"ENSG00000145675",
|
|
|
|
| 1676 |
"ENSG00000145708",
|
| 1677 |
"ENSG00000145723",
|
| 1678 |
"ENSG00000145777",
|
|
|
|
| 1689 |
"ENSG00000146109",
|
| 1690 |
"ENSG00000146112",
|
| 1691 |
"ENSG00000146197",
|
|
|
|
| 1692 |
"ENSG00000146232",
|
| 1693 |
"ENSG00000146233",
|
| 1694 |
"ENSG00000146263",
|
|
|
|
| 1702 |
"ENSG00000146587",
|
| 1703 |
"ENSG00000146670",
|
| 1704 |
"ENSG00000146674",
|
|
|
|
| 1705 |
"ENSG00000146809",
|
| 1706 |
"ENSG00000146839",
|
| 1707 |
"ENSG00000146856",
|
|
|
|
| 1723 |
"ENSG00000147573",
|
| 1724 |
"ENSG00000147604",
|
| 1725 |
"ENSG00000147606",
|
|
|
|
| 1726 |
"ENSG00000147647",
|
| 1727 |
"ENSG00000147852",
|
| 1728 |
"ENSG00000147872",
|
| 1729 |
"ENSG00000147874",
|
| 1730 |
"ENSG00000147889",
|
| 1731 |
+
"ENSG00000147894",
|
| 1732 |
"ENSG00000148019",
|
| 1733 |
"ENSG00000148057",
|
| 1734 |
"ENSG00000148090",
|
| 1735 |
"ENSG00000148175",
|
| 1736 |
+
"ENSG00000148180",
|
| 1737 |
"ENSG00000148187",
|
| 1738 |
"ENSG00000148218",
|
| 1739 |
"ENSG00000148229",
|
|
|
|
| 1754 |
"ENSG00000148926",
|
| 1755 |
"ENSG00000149016",
|
| 1756 |
"ENSG00000149054",
|
| 1757 |
+
"ENSG00000149131",
|
| 1758 |
"ENSG00000149243",
|
| 1759 |
"ENSG00000149269",
|
| 1760 |
"ENSG00000149273",
|
|
|
|
| 1770 |
"ENSG00000149548",
|
| 1771 |
"ENSG00000149554",
|
| 1772 |
"ENSG00000149573",
|
|
|
|
| 1773 |
"ENSG00000149582",
|
| 1774 |
"ENSG00000149591",
|
| 1775 |
"ENSG00000149599",
|
|
|
|
| 1783 |
"ENSG00000150510",
|
| 1784 |
"ENSG00000150625",
|
| 1785 |
"ENSG00000150637",
|
|
|
|
| 1786 |
"ENSG00000150722",
|
| 1787 |
"ENSG00000150750",
|
| 1788 |
"ENSG00000150756",
|
|
|
|
| 1807 |
"ENSG00000151834",
|
| 1808 |
"ENSG00000151882",
|
| 1809 |
"ENSG00000151883",
|
|
|
|
| 1810 |
"ENSG00000152076",
|
| 1811 |
"ENSG00000152154",
|
| 1812 |
"ENSG00000152193",
|
| 1813 |
"ENSG00000152207",
|
| 1814 |
"ENSG00000152213",
|
| 1815 |
+
"ENSG00000152234",
|
| 1816 |
"ENSG00000152256",
|
| 1817 |
"ENSG00000152291",
|
| 1818 |
"ENSG00000152380",
|
|
|
|
| 1823 |
"ENSG00000152582",
|
| 1824 |
"ENSG00000152583",
|
| 1825 |
"ENSG00000152661",
|
|
|
|
| 1826 |
"ENSG00000152749",
|
| 1827 |
"ENSG00000152760",
|
| 1828 |
"ENSG00000152778",
|
|
|
|
| 1831 |
"ENSG00000152785",
|
| 1832 |
"ENSG00000152904",
|
| 1833 |
"ENSG00000152931",
|
| 1834 |
+
"ENSG00000152932",
|
| 1835 |
"ENSG00000152939",
|
| 1836 |
"ENSG00000152952",
|
| 1837 |
"ENSG00000152969",
|
|
|
|
| 1874 |
"ENSG00000154917",
|
| 1875 |
"ENSG00000154920",
|
| 1876 |
"ENSG00000155011",
|
|
|
|
| 1877 |
"ENSG00000155090",
|
| 1878 |
"ENSG00000155099",
|
|
|
|
| 1879 |
"ENSG00000155252",
|
| 1880 |
"ENSG00000155265",
|
| 1881 |
"ENSG00000155287",
|
| 1882 |
"ENSG00000155304",
|
| 1883 |
"ENSG00000155363",
|
| 1884 |
"ENSG00000155465",
|
|
|
|
| 1885 |
"ENSG00000155629",
|
| 1886 |
"ENSG00000155657",
|
| 1887 |
"ENSG00000155659",
|
|
|
|
| 1935 |
"ENSG00000157456",
|
| 1936 |
"ENSG00000157470",
|
| 1937 |
"ENSG00000157514",
|
|
|
|
| 1938 |
"ENSG00000157578",
|
| 1939 |
"ENSG00000157693",
|
| 1940 |
"ENSG00000157766",
|
|
|
|
| 1950 |
"ENSG00000158296",
|
| 1951 |
"ENSG00000158301",
|
| 1952 |
"ENSG00000158423",
|
|
|
|
| 1953 |
"ENSG00000158457",
|
| 1954 |
"ENSG00000158473",
|
| 1955 |
"ENSG00000158481",
|
|
|
|
| 1956 |
"ENSG00000158486",
|
| 1957 |
"ENSG00000158517",
|
| 1958 |
"ENSG00000158528",
|
|
|
|
| 1987 |
"ENSG00000159445",
|
| 1988 |
"ENSG00000159496",
|
| 1989 |
"ENSG00000159588",
|
|
|
|
| 1990 |
"ENSG00000159618",
|
| 1991 |
+
"ENSG00000159648",
|
| 1992 |
"ENSG00000159674",
|
|
|
|
| 1993 |
"ENSG00000159753",
|
| 1994 |
"ENSG00000159871",
|
| 1995 |
"ENSG00000159873",
|
|
|
|
| 2019 |
"ENSG00000160588",
|
| 2020 |
"ENSG00000160593",
|
| 2021 |
"ENSG00000160654",
|
|
|
|
|
|
|
| 2022 |
"ENSG00000160781",
|
| 2023 |
"ENSG00000160789",
|
| 2024 |
"ENSG00000160791",
|
|
|
|
| 2034 |
"ENSG00000160959",
|
| 2035 |
"ENSG00000161011",
|
| 2036 |
"ENSG00000161031",
|
|
|
|
| 2037 |
"ENSG00000161055",
|
| 2038 |
"ENSG00000161249",
|
| 2039 |
"ENSG00000161267",
|
|
|
|
| 2047 |
"ENSG00000161921",
|
| 2048 |
"ENSG00000161940",
|
| 2049 |
"ENSG00000161958",
|
|
|
|
| 2050 |
"ENSG00000162063",
|
| 2051 |
"ENSG00000162065",
|
| 2052 |
"ENSG00000162073",
|
| 2053 |
"ENSG00000162086",
|
| 2054 |
"ENSG00000162105",
|
| 2055 |
"ENSG00000162139",
|
| 2056 |
+
"ENSG00000162148",
|
| 2057 |
"ENSG00000162194",
|
| 2058 |
"ENSG00000162231",
|
| 2059 |
"ENSG00000162267",
|
|
|
|
| 2069 |
"ENSG00000162433",
|
| 2070 |
"ENSG00000162437",
|
| 2071 |
"ENSG00000162461",
|
|
|
|
| 2072 |
"ENSG00000162511",
|
| 2073 |
"ENSG00000162571",
|
| 2074 |
"ENSG00000162572",
|
| 2075 |
"ENSG00000162595",
|
| 2076 |
"ENSG00000162600",
|
|
|
|
| 2077 |
"ENSG00000162616",
|
| 2078 |
"ENSG00000162620",
|
| 2079 |
"ENSG00000162630",
|
|
|
|
| 2094 |
"ENSG00000162817",
|
| 2095 |
"ENSG00000162836",
|
| 2096 |
"ENSG00000162843",
|
|
|
|
| 2097 |
"ENSG00000162877",
|
| 2098 |
"ENSG00000162894",
|
| 2099 |
"ENSG00000162913",
|
| 2100 |
"ENSG00000162923",
|
| 2101 |
+
"ENSG00000162947",
|
| 2102 |
"ENSG00000162971",
|
| 2103 |
"ENSG00000162972",
|
| 2104 |
"ENSG00000162981",
|
|
|
|
| 2122 |
"ENSG00000163467",
|
| 2123 |
"ENSG00000163472",
|
| 2124 |
"ENSG00000163481",
|
|
|
|
| 2125 |
"ENSG00000163508",
|
| 2126 |
"ENSG00000163516",
|
| 2127 |
"ENSG00000163519",
|
|
|
|
| 2155 |
"ENSG00000163923",
|
| 2156 |
"ENSG00000163933",
|
| 2157 |
"ENSG00000163935",
|
|
|
|
| 2158 |
"ENSG00000163959",
|
| 2159 |
"ENSG00000163960",
|
| 2160 |
"ENSG00000163993",
|
|
|
|
| 2167 |
"ENSG00000164078",
|
| 2168 |
"ENSG00000164081",
|
| 2169 |
"ENSG00000164088",
|
| 2170 |
+
"ENSG00000164093",
|
| 2171 |
"ENSG00000164099",
|
| 2172 |
"ENSG00000164104",
|
| 2173 |
"ENSG00000164109",
|
|
|
|
| 2194 |
"ENSG00000164535",
|
| 2195 |
"ENSG00000164543",
|
| 2196 |
"ENSG00000164574",
|
|
|
|
| 2197 |
"ENSG00000164604",
|
| 2198 |
"ENSG00000164611",
|
| 2199 |
"ENSG00000164663",
|
|
|
|
| 2233 |
"ENSG00000165457",
|
| 2234 |
"ENSG00000165474",
|
| 2235 |
"ENSG00000165480",
|
|
|
|
| 2236 |
"ENSG00000165507",
|
| 2237 |
"ENSG00000165511",
|
| 2238 |
"ENSG00000165526",
|
|
|
|
| 2249 |
"ENSG00000165816",
|
| 2250 |
"ENSG00000165821",
|
| 2251 |
"ENSG00000165832",
|
| 2252 |
+
"ENSG00000165837",
|
| 2253 |
"ENSG00000165899",
|
| 2254 |
"ENSG00000165934",
|
| 2255 |
"ENSG00000165943",
|
|
|
|
| 2271 |
"ENSG00000166317",
|
| 2272 |
"ENSG00000166349",
|
| 2273 |
"ENSG00000166387",
|
|
|
|
| 2274 |
"ENSG00000166432",
|
| 2275 |
"ENSG00000166455",
|
| 2276 |
"ENSG00000166477",
|
|
|
|
| 2290 |
"ENSG00000166788",
|
| 2291 |
"ENSG00000166793",
|
| 2292 |
"ENSG00000166803",
|
|
|
|
| 2293 |
"ENSG00000166816",
|
| 2294 |
"ENSG00000166821",
|
| 2295 |
"ENSG00000166845",
|
| 2296 |
"ENSG00000166851",
|
| 2297 |
"ENSG00000166860",
|
| 2298 |
"ENSG00000166881",
|
|
|
|
| 2299 |
"ENSG00000166900",
|
| 2300 |
"ENSG00000166908",
|
| 2301 |
"ENSG00000166923",
|
|
|
|
| 2315 |
"ENSG00000167186",
|
| 2316 |
"ENSG00000167207",
|
| 2317 |
"ENSG00000167208",
|
|
|
|
| 2318 |
"ENSG00000167280",
|
| 2319 |
"ENSG00000167281",
|
| 2320 |
"ENSG00000167286",
|
|
|
|
| 2328 |
"ENSG00000167554",
|
| 2329 |
"ENSG00000167588",
|
| 2330 |
"ENSG00000167604",
|
|
|
|
| 2331 |
"ENSG00000167634",
|
| 2332 |
"ENSG00000167635",
|
| 2333 |
"ENSG00000167637",
|
|
|
|
| 2364 |
"ENSG00000168301",
|
| 2365 |
"ENSG00000168310",
|
| 2366 |
"ENSG00000168350",
|
| 2367 |
+
"ENSG00000168389",
|
| 2368 |
"ENSG00000168393",
|
| 2369 |
"ENSG00000168394",
|
| 2370 |
"ENSG00000168404",
|
|
|
|
| 2376 |
"ENSG00000168496",
|
| 2377 |
"ENSG00000168502",
|
| 2378 |
"ENSG00000168528",
|
|
|
|
| 2379 |
"ENSG00000168591",
|
| 2380 |
"ENSG00000168612",
|
| 2381 |
"ENSG00000168646",
|
|
|
|
| 2404 |
"ENSG00000169247",
|
| 2405 |
"ENSG00000169251",
|
| 2406 |
"ENSG00000169258",
|
|
|
|
| 2407 |
"ENSG00000169375",
|
| 2408 |
"ENSG00000169385",
|
| 2409 |
"ENSG00000169410",
|
|
|
|
| 2419 |
"ENSG00000169896",
|
| 2420 |
"ENSG00000169908",
|
| 2421 |
"ENSG00000169951",
|
|
|
|
| 2422 |
"ENSG00000169964",
|
| 2423 |
"ENSG00000170011",
|
| 2424 |
"ENSG00000170085",
|
| 2425 |
"ENSG00000170100",
|
| 2426 |
"ENSG00000170160",
|
| 2427 |
+
"ENSG00000170166",
|
| 2428 |
"ENSG00000170175",
|
| 2429 |
"ENSG00000170222",
|
| 2430 |
"ENSG00000170290",
|
| 2431 |
"ENSG00000170312",
|
| 2432 |
"ENSG00000170323",
|
| 2433 |
"ENSG00000170345",
|
|
|
|
| 2434 |
"ENSG00000170382",
|
| 2435 |
"ENSG00000170385",
|
| 2436 |
"ENSG00000170421",
|
|
|
|
| 2437 |
"ENSG00000170468",
|
| 2438 |
"ENSG00000170469",
|
| 2439 |
"ENSG00000170476",
|
|
|
|
| 2451 |
"ENSG00000170779",
|
| 2452 |
"ENSG00000170791",
|
| 2453 |
"ENSG00000170807",
|
| 2454 |
+
"ENSG00000170846",
|
| 2455 |
"ENSG00000170891",
|
| 2456 |
"ENSG00000170915",
|
| 2457 |
"ENSG00000170917",
|
|
|
|
| 2477 |
"ENSG00000171451",
|
| 2478 |
"ENSG00000171469",
|
| 2479 |
"ENSG00000171476",
|
| 2480 |
+
"ENSG00000171495",
|
| 2481 |
"ENSG00000171503",
|
| 2482 |
"ENSG00000171509",
|
| 2483 |
"ENSG00000171522",
|
|
|
|
| 2488 |
"ENSG00000171631",
|
| 2489 |
"ENSG00000171649",
|
| 2490 |
"ENSG00000171680",
|
|
|
|
| 2491 |
"ENSG00000171703",
|
| 2492 |
"ENSG00000171714",
|
| 2493 |
"ENSG00000171720",
|
|
|
|
| 2506 |
"ENSG00000172031",
|
| 2507 |
"ENSG00000172046",
|
| 2508 |
"ENSG00000172116",
|
|
|
|
| 2509 |
"ENSG00000172175",
|
| 2510 |
"ENSG00000172183",
|
| 2511 |
"ENSG00000172209",
|
|
|
|
| 2540 |
"ENSG00000172819",
|
| 2541 |
"ENSG00000172893",
|
| 2542 |
"ENSG00000172943",
|
| 2543 |
+
"ENSG00000173013",
|
| 2544 |
"ENSG00000173085",
|
| 2545 |
"ENSG00000173110",
|
| 2546 |
"ENSG00000173114",
|
| 2547 |
"ENSG00000173137",
|
| 2548 |
"ENSG00000173156",
|
|
|
|
| 2549 |
"ENSG00000173198",
|
| 2550 |
"ENSG00000173200",
|
| 2551 |
"ENSG00000173221",
|
|
|
|
| 2576 |
"ENSG00000173894",
|
| 2577 |
"ENSG00000173991",
|
| 2578 |
"ENSG00000174007",
|
|
|
|
| 2579 |
"ENSG00000174123",
|
| 2580 |
"ENSG00000174137",
|
| 2581 |
"ENSG00000174175",
|
|
|
|
| 2621 |
"ENSG00000175264",
|
| 2622 |
"ENSG00000175283",
|
| 2623 |
"ENSG00000175322",
|
|
|
|
| 2624 |
"ENSG00000175352",
|
| 2625 |
"ENSG00000175356",
|
| 2626 |
"ENSG00000175414",
|
| 2627 |
+
"ENSG00000175426",
|
| 2628 |
"ENSG00000175449",
|
| 2629 |
"ENSG00000175489",
|
| 2630 |
"ENSG00000175536",
|
|
|
|
| 2633 |
"ENSG00000175567",
|
| 2634 |
"ENSG00000175581",
|
| 2635 |
"ENSG00000175592",
|
|
|
|
| 2636 |
"ENSG00000175691",
|
| 2637 |
"ENSG00000175727",
|
| 2638 |
"ENSG00000175782",
|
|
|
|
| 2665 |
"ENSG00000176928",
|
| 2666 |
"ENSG00000176945",
|
| 2667 |
"ENSG00000176953",
|
|
|
|
| 2668 |
"ENSG00000177054",
|
| 2669 |
"ENSG00000177098",
|
| 2670 |
"ENSG00000177105",
|
|
|
|
| 2697 |
"ENSG00000177943",
|
| 2698 |
"ENSG00000177946",
|
| 2699 |
"ENSG00000177963",
|
| 2700 |
+
"ENSG00000177990",
|
| 2701 |
"ENSG00000177993",
|
| 2702 |
"ENSG00000178015",
|
| 2703 |
"ENSG00000178026",
|
|
|
|
| 2714 |
"ENSG00000178295",
|
| 2715 |
"ENSG00000178343",
|
| 2716 |
"ENSG00000178386",
|
|
|
|
| 2717 |
"ENSG00000178425",
|
| 2718 |
"ENSG00000178445",
|
| 2719 |
+
"ENSG00000178457",
|
| 2720 |
"ENSG00000178460",
|
| 2721 |
"ENSG00000178538",
|
| 2722 |
"ENSG00000178562",
|
|
|
|
| 2731 |
"ENSG00000178878",
|
| 2732 |
"ENSG00000178927",
|
| 2733 |
"ENSG00000178966",
|
|
|
|
| 2734 |
"ENSG00000178999",
|
| 2735 |
"ENSG00000179021",
|
| 2736 |
"ENSG00000179044",
|
|
|
|
| 2746 |
"ENSG00000179431",
|
| 2747 |
"ENSG00000179523",
|
| 2748 |
"ENSG00000179562",
|
| 2749 |
+
"ENSG00000179593",
|
| 2750 |
"ENSG00000179598",
|
| 2751 |
"ENSG00000179627",
|
| 2752 |
"ENSG00000179630",
|
|
|
|
| 2789 |
"ENSG00000180712",
|
| 2790 |
"ENSG00000180730",
|
| 2791 |
"ENSG00000180739",
|
| 2792 |
+
"ENSG00000180806",
|
| 2793 |
"ENSG00000180815",
|
| 2794 |
"ENSG00000180855",
|
| 2795 |
"ENSG00000180871",
|
|
|
|
| 2802 |
"ENSG00000181045",
|
| 2803 |
"ENSG00000181104",
|
| 2804 |
"ENSG00000181143",
|
| 2805 |
+
"ENSG00000181163",
|
| 2806 |
"ENSG00000181264",
|
| 2807 |
"ENSG00000181333",
|
| 2808 |
"ENSG00000181374",
|
|
|
|
| 2822 |
"ENSG00000182013",
|
| 2823 |
"ENSG00000182054",
|
| 2824 |
"ENSG00000182107",
|
|
|
|
| 2825 |
"ENSG00000182118",
|
| 2826 |
"ENSG00000182134",
|
| 2827 |
"ENSG00000182173",
|
|
|
|
| 2851 |
"ENSG00000182872",
|
| 2852 |
"ENSG00000182885",
|
| 2853 |
"ENSG00000182902",
|
| 2854 |
+
"ENSG00000182957",
|
| 2855 |
"ENSG00000182985",
|
| 2856 |
"ENSG00000183036",
|
| 2857 |
"ENSG00000183044",
|
|
|
|
| 2876 |
"ENSG00000183665",
|
| 2877 |
"ENSG00000183671",
|
| 2878 |
"ENSG00000183682",
|
|
|
|
| 2879 |
"ENSG00000183691",
|
| 2880 |
"ENSG00000183723",
|
| 2881 |
"ENSG00000183763",
|
|
|
|
| 2897 |
"ENSG00000184292",
|
| 2898 |
"ENSG00000184307",
|
| 2899 |
"ENSG00000184378",
|
| 2900 |
+
"ENSG00000184389",
|
| 2901 |
"ENSG00000184445",
|
| 2902 |
"ENSG00000184454",
|
| 2903 |
"ENSG00000184465",
|
|
|
|
| 2961 |
"ENSG00000186026",
|
| 2962 |
"ENSG00000186056",
|
| 2963 |
"ENSG00000186105",
|
|
|
|
| 2964 |
"ENSG00000186230",
|
| 2965 |
"ENSG00000186280",
|
| 2966 |
"ENSG00000186300",
|
|
|
|
| 2990 |
"ENSG00000186862",
|
| 2991 |
"ENSG00000186891",
|
| 2992 |
"ENSG00000186918",
|
| 2993 |
+
"ENSG00000187048",
|
| 2994 |
"ENSG00000187116",
|
| 2995 |
"ENSG00000187187",
|
| 2996 |
"ENSG00000187266",
|
| 2997 |
"ENSG00000187288",
|
|
|
|
| 2998 |
"ENSG00000187514",
|
| 2999 |
"ENSG00000187522",
|
| 3000 |
"ENSG00000187531",
|
|
|
|
| 3008 |
"ENSG00000187720",
|
| 3009 |
"ENSG00000187741",
|
| 3010 |
"ENSG00000187800",
|
|
|
|
| 3011 |
"ENSG00000187837",
|
| 3012 |
"ENSG00000187959",
|
| 3013 |
"ENSG00000187987",
|
|
|
|
| 3041 |
"ENSG00000188785",
|
| 3042 |
"ENSG00000188803",
|
| 3043 |
"ENSG00000188807",
|
|
|
|
| 3044 |
"ENSG00000188868",
|
| 3045 |
"ENSG00000188869",
|
| 3046 |
"ENSG00000188895",
|
|
|
|
| 3058 |
"ENSG00000189144",
|
| 3059 |
"ENSG00000189152",
|
| 3060 |
"ENSG00000189157",
|
|
|
|
| 3061 |
"ENSG00000189164",
|
| 3062 |
"ENSG00000189190",
|
| 3063 |
"ENSG00000189233",
|
|
|
|
| 3085 |
"ENSG00000196345",
|
| 3086 |
"ENSG00000196363",
|
| 3087 |
"ENSG00000196365",
|
| 3088 |
+
"ENSG00000196381",
|
| 3089 |
"ENSG00000196388",
|
| 3090 |
"ENSG00000196418",
|
| 3091 |
"ENSG00000196421",
|
|
|
|
| 3138 |
"ENSG00000197279",
|
| 3139 |
"ENSG00000197296",
|
| 3140 |
"ENSG00000197299",
|
|
|
|
| 3141 |
"ENSG00000197360",
|
| 3142 |
"ENSG00000197385",
|
| 3143 |
"ENSG00000197417",
|
| 3144 |
"ENSG00000197467",
|
| 3145 |
"ENSG00000197471",
|
|
|
|
| 3146 |
"ENSG00000197565",
|
| 3147 |
"ENSG00000197566",
|
| 3148 |
"ENSG00000197579",
|
|
|
|
| 3162 |
"ENSG00000197769",
|
| 3163 |
"ENSG00000197779",
|
| 3164 |
"ENSG00000197782",
|
|
|
|
| 3165 |
"ENSG00000197822",
|
|
|
|
| 3166 |
"ENSG00000197857",
|
| 3167 |
"ENSG00000197885",
|
| 3168 |
"ENSG00000197889",
|
|
|
|
| 3170 |
"ENSG00000197915",
|
| 3171 |
"ENSG00000197928",
|
| 3172 |
"ENSG00000197933",
|
| 3173 |
+
"ENSG00000197953",
|
| 3174 |
"ENSG00000197992",
|
| 3175 |
"ENSG00000198039",
|
| 3176 |
"ENSG00000198046",
|
|
|
|
| 3206 |
"ENSG00000198691",
|
| 3207 |
"ENSG00000198712",
|
| 3208 |
"ENSG00000198727",
|
| 3209 |
+
"ENSG00000198734",
|
| 3210 |
"ENSG00000198740",
|
| 3211 |
+
"ENSG00000198743",
|
| 3212 |
"ENSG00000198771",
|
| 3213 |
"ENSG00000198783",
|
| 3214 |
"ENSG00000198786",
|
|
|
|
| 3240 |
"ENSG00000198948",
|
| 3241 |
"ENSG00000198951",
|
| 3242 |
"ENSG00000198959",
|
|
|
|
| 3243 |
"ENSG00000203722",
|
| 3244 |
"ENSG00000203724",
|
| 3245 |
"ENSG00000203727",
|
|
|
|
| 3252 |
"ENSG00000203993",
|
| 3253 |
"ENSG00000204104",
|
| 3254 |
"ENSG00000204179",
|
|
|
|
| 3255 |
"ENSG00000204248",
|
| 3256 |
"ENSG00000204252",
|
|
|
|
| 3257 |
"ENSG00000204287",
|
| 3258 |
"ENSG00000204305",
|
| 3259 |
"ENSG00000204314",
|
| 3260 |
"ENSG00000204351",
|
| 3261 |
"ENSG00000204380",
|
| 3262 |
"ENSG00000204381",
|
|
|
|
|
|
|
|
|
|
| 3263 |
"ENSG00000204444",
|
| 3264 |
"ENSG00000204475",
|
| 3265 |
"ENSG00000204482",
|
|
|
|
| 3269 |
"ENSG00000204576",
|
| 3270 |
"ENSG00000204592",
|
| 3271 |
"ENSG00000204604",
|
| 3272 |
+
"ENSG00000204620",
|
| 3273 |
"ENSG00000204682",
|
| 3274 |
"ENSG00000204758",
|
| 3275 |
"ENSG00000204792",
|
|
|
|
| 3276 |
"ENSG00000204832",
|
| 3277 |
"ENSG00000204839",
|
| 3278 |
+
"ENSG00000204851",
|
| 3279 |
"ENSG00000204859",
|
| 3280 |
"ENSG00000204882",
|
| 3281 |
"ENSG00000204923",
|
|
|
|
| 3284 |
"ENSG00000204954",
|
| 3285 |
"ENSG00000204978",
|
| 3286 |
"ENSG00000205038",
|
|
|
|
|
|
|
| 3287 |
"ENSG00000205133",
|
| 3288 |
"ENSG00000205250",
|
| 3289 |
"ENSG00000205277",
|
|
|
|
| 3291 |
"ENSG00000205413",
|
| 3292 |
"ENSG00000205436",
|
| 3293 |
"ENSG00000205542",
|
|
|
|
| 3294 |
"ENSG00000205593",
|
| 3295 |
"ENSG00000205744",
|
| 3296 |
"ENSG00000205784",
|
| 3297 |
"ENSG00000205791",
|
| 3298 |
"ENSG00000205809",
|
| 3299 |
+
"ENSG00000205929",
|
| 3300 |
"ENSG00000205937",
|
| 3301 |
"ENSG00000206053",
|
| 3302 |
"ENSG00000206140",
|
|
|
|
| 3307 |
"ENSG00000211448",
|
| 3308 |
"ENSG00000211452",
|
| 3309 |
"ENSG00000211460",
|
|
|
|
|
|
|
|
|
|
|
|
|
| 3310 |
"ENSG00000212694",
|
| 3311 |
"ENSG00000212864",
|
| 3312 |
"ENSG00000212916",
|
|
|
|
| 3316 |
"ENSG00000213096",
|
| 3317 |
"ENSG00000213185",
|
| 3318 |
"ENSG00000213186",
|
|
|
|
| 3319 |
"ENSG00000213203",
|
| 3320 |
"ENSG00000213213",
|
| 3321 |
"ENSG00000213214",
|
| 3322 |
"ENSG00000213390",
|
|
|
|
| 3323 |
"ENSG00000213533",
|
|
|
|
| 3324 |
"ENSG00000213638",
|
| 3325 |
"ENSG00000213762",
|
| 3326 |
"ENSG00000213780",
|
|
|
|
| 3345 |
"ENSG00000214575",
|
| 3346 |
"ENSG00000214694",
|
| 3347 |
"ENSG00000214870",
|
| 3348 |
+
"ENSG00000215014",
|
| 3349 |
+
"ENSG00000215022",
|
| 3350 |
"ENSG00000215305",
|
| 3351 |
"ENSG00000215375",
|
|
|
|
| 3352 |
"ENSG00000215883",
|
| 3353 |
"ENSG00000215912",
|
| 3354 |
"ENSG00000216490",
|
| 3355 |
"ENSG00000218537",
|
| 3356 |
"ENSG00000219607",
|
|
|
|
| 3357 |
"ENSG00000221838",
|
| 3358 |
"ENSG00000221883",
|
|
|
|
| 3359 |
"ENSG00000221909",
|
| 3360 |
"ENSG00000221916",
|
| 3361 |
"ENSG00000221944",
|
|
|
|
| 3363 |
"ENSG00000221949",
|
| 3364 |
"ENSG00000221963",
|
| 3365 |
"ENSG00000221990",
|
|
|
|
| 3366 |
"ENSG00000223387",
|
|
|
|
| 3367 |
"ENSG00000223552",
|
| 3368 |
"ENSG00000223573",
|
| 3369 |
"ENSG00000223609",
|
| 3370 |
+
"ENSG00000223642",
|
| 3371 |
"ENSG00000223658",
|
| 3372 |
"ENSG00000223685",
|
| 3373 |
+
"ENSG00000223969",
|
| 3374 |
"ENSG00000224020",
|
| 3375 |
"ENSG00000224023",
|
| 3376 |
"ENSG00000224046",
|
|
|
|
| 3385 |
"ENSG00000224903",
|
| 3386 |
"ENSG00000224934",
|
| 3387 |
"ENSG00000224958",
|
| 3388 |
+
"ENSG00000224985",
|
| 3389 |
"ENSG00000225177",
|
| 3390 |
"ENSG00000225190",
|
| 3391 |
"ENSG00000225194",
|
| 3392 |
"ENSG00000225234",
|
| 3393 |
+
"ENSG00000225298",
|
| 3394 |
+
"ENSG00000225335",
|
| 3395 |
"ENSG00000225342",
|
| 3396 |
"ENSG00000225361",
|
| 3397 |
"ENSG00000225377",
|
|
|
|
| 3400 |
"ENSG00000225697",
|
| 3401 |
"ENSG00000225731",
|
| 3402 |
"ENSG00000225792",
|
|
|
|
| 3403 |
"ENSG00000225830",
|
| 3404 |
"ENSG00000225880",
|
| 3405 |
"ENSG00000225937",
|
|
|
|
| 3406 |
"ENSG00000225975",
|
| 3407 |
"ENSG00000225978",
|
| 3408 |
"ENSG00000226026",
|
|
|
|
| 3415 |
"ENSG00000226686",
|
| 3416 |
"ENSG00000226696",
|
| 3417 |
"ENSG00000226711",
|
| 3418 |
+
"ENSG00000226792",
|
| 3419 |
"ENSG00000226808",
|
| 3420 |
+
"ENSG00000226816",
|
| 3421 |
"ENSG00000226887",
|
| 3422 |
"ENSG00000227053",
|
| 3423 |
"ENSG00000227057",
|
| 3424 |
"ENSG00000227165",
|
| 3425 |
+
"ENSG00000227218",
|
| 3426 |
"ENSG00000227252",
|
| 3427 |
"ENSG00000227258",
|
| 3428 |
+
"ENSG00000227388",
|
| 3429 |
"ENSG00000227502",
|
| 3430 |
+
"ENSG00000227540",
|
| 3431 |
"ENSG00000227544",
|
| 3432 |
"ENSG00000227591",
|
| 3433 |
"ENSG00000227630",
|
| 3434 |
"ENSG00000227896",
|
|
|
|
|
|
|
| 3435 |
"ENSG00000228065",
|
| 3436 |
+
"ENSG00000228084",
|
| 3437 |
"ENSG00000228126",
|
| 3438 |
+
"ENSG00000228172",
|
| 3439 |
"ENSG00000228192",
|
| 3440 |
"ENSG00000228223",
|
| 3441 |
+
"ENSG00000228274",
|
| 3442 |
"ENSG00000228288",
|
| 3443 |
"ENSG00000228293",
|
| 3444 |
"ENSG00000228350",
|
| 3445 |
+
"ENSG00000228427",
|
| 3446 |
"ENSG00000228536",
|
| 3447 |
"ENSG00000228672",
|
| 3448 |
"ENSG00000228775",
|
| 3449 |
+
"ENSG00000228925",
|
| 3450 |
"ENSG00000229017",
|
| 3451 |
"ENSG00000229111",
|
| 3452 |
"ENSG00000229228",
|
|
|
|
| 3456 |
"ENSG00000229647",
|
| 3457 |
"ENSG00000229766",
|
| 3458 |
"ENSG00000229809",
|
|
|
|
| 3459 |
"ENSG00000230366",
|
| 3460 |
"ENSG00000230438",
|
| 3461 |
"ENSG00000230487",
|
| 3462 |
"ENSG00000230555",
|
| 3463 |
+
"ENSG00000230648",
|
| 3464 |
+
"ENSG00000230709",
|
| 3465 |
+
"ENSG00000230747",
|
| 3466 |
"ENSG00000230749",
|
| 3467 |
"ENSG00000230797",
|
| 3468 |
"ENSG00000230923",
|
|
|
|
| 3474 |
"ENSG00000231389",
|
| 3475 |
"ENSG00000231407",
|
| 3476 |
"ENSG00000231473",
|
| 3477 |
+
"ENSG00000231566",
|
| 3478 |
"ENSG00000231621",
|
| 3479 |
"ENSG00000231663",
|
| 3480 |
"ENSG00000231690",
|
| 3481 |
"ENSG00000231728",
|
| 3482 |
"ENSG00000231768",
|
| 3483 |
+
"ENSG00000231769",
|
| 3484 |
"ENSG00000231770",
|
| 3485 |
"ENSG00000231890",
|
| 3486 |
"ENSG00000231908",
|
| 3487 |
"ENSG00000231943",
|
| 3488 |
+
"ENSG00000232063",
|
| 3489 |
"ENSG00000232098",
|
| 3490 |
"ENSG00000232310",
|
| 3491 |
"ENSG00000232354",
|
|
|
|
| 3496 |
"ENSG00000232759",
|
| 3497 |
"ENSG00000232810",
|
| 3498 |
"ENSG00000232931",
|
|
|
|
| 3499 |
"ENSG00000233070",
|
| 3500 |
"ENSG00000233098",
|
|
|
|
| 3501 |
"ENSG00000233175",
|
| 3502 |
"ENSG00000233184",
|
| 3503 |
+
"ENSG00000233230",
|
| 3504 |
+
"ENSG00000233251",
|
| 3505 |
"ENSG00000233334",
|
| 3506 |
+
"ENSG00000233621",
|
| 3507 |
"ENSG00000233705",
|
| 3508 |
"ENSG00000233757",
|
| 3509 |
"ENSG00000233766",
|
|
|
|
| 3517 |
"ENSG00000234546",
|
| 3518 |
"ENSG00000234690",
|
| 3519 |
"ENSG00000234745",
|
| 3520 |
+
"ENSG00000234936",
|
| 3521 |
"ENSG00000235016",
|
| 3522 |
"ENSG00000235092",
|
| 3523 |
"ENSG00000235098",
|
|
|
|
| 3524 |
"ENSG00000235109",
|
| 3525 |
"ENSG00000235159",
|
| 3526 |
"ENSG00000235162",
|
| 3527 |
"ENSG00000235194",
|
| 3528 |
+
"ENSG00000235236",
|
| 3529 |
"ENSG00000235280",
|
| 3530 |
"ENSG00000235501",
|
| 3531 |
"ENSG00000235532",
|
| 3532 |
"ENSG00000235560",
|
| 3533 |
"ENSG00000235576",
|
| 3534 |
"ENSG00000235724",
|
|
|
|
| 3535 |
"ENSG00000235790",
|
| 3536 |
"ENSG00000235865",
|
| 3537 |
"ENSG00000235888",
|
| 3538 |
"ENSG00000235897",
|
| 3539 |
"ENSG00000235919",
|
| 3540 |
"ENSG00000235947",
|
| 3541 |
+
"ENSG00000236008",
|
| 3542 |
"ENSG00000236081",
|
| 3543 |
+
"ENSG00000236094",
|
| 3544 |
"ENSG00000236104",
|
|
|
|
| 3545 |
"ENSG00000236144",
|
| 3546 |
"ENSG00000236213",
|
| 3547 |
+
"ENSG00000236255",
|
| 3548 |
"ENSG00000236404",
|
| 3549 |
"ENSG00000236526",
|
| 3550 |
"ENSG00000236699",
|
| 3551 |
+
"ENSG00000236833",
|
| 3552 |
+
"ENSG00000236935",
|
| 3553 |
"ENSG00000236991",
|
| 3554 |
"ENSG00000237054",
|
| 3555 |
+
"ENSG00000237126",
|
| 3556 |
"ENSG00000237181",
|
| 3557 |
"ENSG00000237248",
|
| 3558 |
"ENSG00000237328",
|
| 3559 |
+
"ENSG00000237343",
|
| 3560 |
+
"ENSG00000237429",
|
| 3561 |
+
"ENSG00000237461",
|
| 3562 |
"ENSG00000237637",
|
|
|
|
| 3563 |
"ENSG00000237781",
|
|
|
|
| 3564 |
"ENSG00000237883",
|
| 3565 |
"ENSG00000237949",
|
| 3566 |
"ENSG00000237976",
|
| 3567 |
"ENSG00000238057",
|
| 3568 |
"ENSG00000238121",
|
| 3569 |
"ENSG00000238160",
|
|
|
|
| 3570 |
"ENSG00000238227",
|
| 3571 |
"ENSG00000239306",
|
| 3572 |
+
"ENSG00000239332",
|
| 3573 |
+
"ENSG00000239407",
|
| 3574 |
"ENSG00000239445",
|
| 3575 |
"ENSG00000239453",
|
| 3576 |
"ENSG00000239713",
|
| 3577 |
"ENSG00000240005",
|
| 3578 |
+
"ENSG00000240219",
|
| 3579 |
"ENSG00000240230",
|
| 3580 |
"ENSG00000240288",
|
| 3581 |
+
"ENSG00000240350",
|
| 3582 |
+
"ENSG00000240401",
|
| 3583 |
"ENSG00000240563",
|
| 3584 |
"ENSG00000240583",
|
| 3585 |
"ENSG00000240747",
|
| 3586 |
"ENSG00000240770",
|
|
|
|
| 3587 |
"ENSG00000240889",
|
|
|
|
| 3588 |
"ENSG00000241258",
|
|
|
|
| 3589 |
"ENSG00000241644",
|
| 3590 |
"ENSG00000241769",
|
| 3591 |
"ENSG00000241839",
|
| 3592 |
"ENSG00000241852",
|
| 3593 |
"ENSG00000241933",
|
| 3594 |
"ENSG00000242474",
|
| 3595 |
+
"ENSG00000242553",
|
| 3596 |
+
"ENSG00000242861",
|
| 3597 |
"ENSG00000243156",
|
| 3598 |
"ENSG00000243224",
|
| 3599 |
"ENSG00000243414",
|
|
|
|
| 3608 |
"ENSG00000244694",
|
| 3609 |
"ENSG00000244734",
|
| 3610 |
"ENSG00000245017",
|
| 3611 |
+
"ENSG00000245025",
|
| 3612 |
"ENSG00000245105",
|
| 3613 |
"ENSG00000245164",
|
| 3614 |
"ENSG00000245281",
|
| 3615 |
"ENSG00000245317",
|
| 3616 |
"ENSG00000245498",
|
| 3617 |
"ENSG00000245522",
|
| 3618 |
+
"ENSG00000245526",
|
| 3619 |
"ENSG00000245532",
|
| 3620 |
"ENSG00000245552",
|
| 3621 |
"ENSG00000245556",
|
|
|
|
| 3639 |
"ENSG00000247317",
|
| 3640 |
"ENSG00000247373",
|
| 3641 |
"ENSG00000247400",
|
|
|
|
| 3642 |
"ENSG00000247796",
|
| 3643 |
"ENSG00000247877",
|
| 3644 |
+
"ENSG00000247934",
|
| 3645 |
"ENSG00000247950",
|
| 3646 |
"ENSG00000248008",
|
| 3647 |
"ENSG00000248049",
|
|
|
|
| 3649 |
"ENSG00000248323",
|
| 3650 |
"ENSG00000248483",
|
| 3651 |
"ENSG00000248485",
|
| 3652 |
+
"ENSG00000248712",
|
| 3653 |
"ENSG00000248727",
|
| 3654 |
+
"ENSG00000248787",
|
| 3655 |
"ENSG00000248890",
|
| 3656 |
"ENSG00000248925",
|
|
|
|
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