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README.md DELETED
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- ---
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- library_name: popV
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- license: cc-by-4.0
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- tags:
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- - biology
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- - genomics
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- - single-cell
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- - anndata_version:0.11.3
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- - python_version:3.11.11
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- - popV
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- - 'tissue: Large_Intestine'
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- ---
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-
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- Popular Vote (popV) model for automated cell type annotation of single-cell RNA-seq data. We provide here pretrained models
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- for plug-in use in your own analysis.
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- Follow our [tutorial](https://github.com/YosefLab/popV/blob/main/tabula_sapiens_tutorial.ipynb) to learn how to use the model for cell type annotation.
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-
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- # Model description
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-
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- 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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-
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- **Link to CELLxGENE**:
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- Link to the [data](https://cellxgene.cziscience.com/e/7357cee7-9f7f-4ab0-8cec-90de8f047e38.cxg/) in the CELLxGENE browser for interactive exploration of the data and download of the source data.
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-
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- **Training Code URL**:
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- Not provided by uploader.
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-
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- # Metrics
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-
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- We provide here accuracies for each of the experts and the ensemble model. The validation set accuracies are
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- computed on a 10% random subset of the data that was not used for training.
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-
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- | Cell Type | N cells | celltypist | knn bbknn | knn harmony | knn on scvi | onclass | scanvi | svm | xgboost | Consensus Prediction |
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- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- |
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- | enterocyte of epithelium of large intestine | 467 | 0.82 | 0.84 | 0.83 | 0.86 | 0.00 | 0.87 | 0.81 | 0.86 | 0.85 |
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- | CD4-positive, alpha-beta T cell | 419 | 0.84 | 0.88 | 0.87 | 0.61 | 0.00 | 0.80 | 0.84 | 0.87 | 0.90 |
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- | plasma cell | 315 | 0.98 | 0.98 | 0.97 | 0.99 | 0.00 | 0.99 | 0.99 | 0.98 | 0.99 |
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- | CD8-positive, alpha-beta T cell | 295 | 0.80 | 0.85 | 0.83 | 0.45 | 0.00 | 0.77 | 0.82 | 0.85 | 0.88 |
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- | fibroblast | 236 | 0.97 | 0.97 | 0.97 | 0.96 | 0.00 | 0.96 | 0.97 | 0.97 | 0.97 |
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- | B cell | 225 | 0.99 | 0.98 | 0.98 | 0.98 | 0.00 | 0.99 | 0.99 | 0.98 | 0.99 |
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- | gamma-delta T cell | 190 | 0.88 | 0.90 | 0.92 | 0.55 | 0.00 | 0.83 | 0.88 | 0.90 | 0.92 |
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- | intestinal crypt stem cell of colon | 152 | 0.82 | 0.86 | 0.83 | 0.79 | 0.00 | 0.78 | 0.82 | 0.82 | 0.88 |
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- | large intestine goblet cell | 180 | 0.92 | 0.95 | 0.94 | 0.63 | 0.00 | 0.70 | 0.92 | 0.88 | 0.92 |
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- | enteroglial cell | 76 | 0.99 | 0.97 | 0.97 | 0.99 | 0.00 | 0.97 | 0.99 | 0.99 | 0.99 |
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- | regulatory T cell | 59 | 0.63 | 0.66 | 0.67 | 0.38 | 0.00 | 0.51 | 0.71 | 0.74 | 0.77 |
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- | mast cell | 46 | 0.99 | 0.98 | 0.98 | 0.96 | 0.00 | 0.99 | 0.99 | 0.99 | 0.99 |
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- | myeloid leukocyte | 33 | 0.83 | 0.93 | 0.91 | 0.85 | 0.00 | 0.93 | 0.93 | 0.96 | 0.98 |
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- | colon endothelial cell | 38 | 0.93 | 0.90 | 0.92 | 0.89 | 0.00 | 0.90 | 0.95 | 0.96 | 0.95 |
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- | colon macrophage | 36 | 0.79 | 0.86 | 0.79 | 0.83 | 0.00 | 0.89 | 0.89 | 0.95 | 0.94 |
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- | transit amplifying cell of colon | 26 | 0.72 | 0.60 | 0.65 | 0.49 | 0.00 | 0.51 | 0.62 | 0.71 | 0.73 |
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- | naive thymus-derived CD4-positive, alpha-beta T cell | 22 | 0.82 | 0.84 | 0.71 | 0.24 | 0.00 | 0.79 | 0.74 | 0.80 | 0.84 |
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- | paneth cell of colon | 20 | 0.56 | 0.36 | 0.58 | 0.70 | 0.00 | 0.62 | 0.71 | 0.51 | 0.75 |
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- | tuft cell of colon | 18 | 0.97 | 1.00 | 1.00 | 0.88 | 0.00 | 0.82 | 0.97 | 0.92 | 0.97 |
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- | myofibroblast cell | 8 | 0.73 | 0.84 | 0.89 | 0.86 | 0.00 | 0.94 | 1.00 | 0.84 | 0.84 |
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- | monocyte | 4 | 0.86 | 0.86 | 0.40 | 0.67 | 0.00 | 0.86 | 0.86 | 0.86 | 0.86 |
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- | mature NK T cell | 6 | 0.00 | 0.25 | 0.00 | 0.29 | 0.00 | 0.18 | 0.55 | 0.60 | 0.25 |
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- | type L enteroendocrine cell | 3 | 0.44 | 0.67 | 0.57 | 0.80 | 0.00 | 0.44 | 0.80 | 0.40 | 0.80 |
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- | myeloid dendritic cell | 3 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.50 | 0.00 |
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- | enterochromaffin-like cell | 3 | 0.00 | 1.00 | 0.00 | 0.50 | 0.00 | 0.67 | 0.80 | 0.86 | 0.80 |
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- | natural killer cell | 1 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.18 | 0.00 | 0.00 | 0.00 |
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- | innate lymphoid cell | 2 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.25 | 0.00 | 0.00 | 0.00 |
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- | neutrophil | 0 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 |
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-
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- The train accuracies are computed on the training data.
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-
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- | Cell Type | N cells | celltypist | knn bbknn | knn harmony | knn on scvi | onclass | scanvi | svm | xgboost | Consensus Prediction |
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- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- |
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- | enterocyte of epithelium of large intestine | 4100 | 0.84 | 0.85 | 0.87 | 0.91 | 0.00 | 0.89 | 0.85 | 0.89 | 0.88 |
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- | CD4-positive, alpha-beta T cell | 3821 | 0.85 | 0.88 | 0.91 | 0.77 | 0.00 | 0.86 | 0.87 | 0.90 | 0.92 |
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- | plasma cell | 2993 | 0.98 | 0.98 | 0.99 | 0.99 | 0.00 | 0.98 | 0.99 | 0.98 | 0.99 |
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- | CD8-positive, alpha-beta T cell | 2667 | 0.79 | 0.84 | 0.88 | 0.63 | 0.00 | 0.81 | 0.85 | 0.88 | 0.89 |
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- | fibroblast | 2361 | 0.98 | 0.98 | 0.98 | 0.98 | 0.00 | 0.98 | 0.99 | 0.99 | 0.99 |
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- | B cell | 1844 | 0.99 | 0.99 | 0.99 | 0.98 | 0.00 | 0.98 | 0.99 | 0.99 | 0.99 |
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- | gamma-delta T cell | 1666 | 0.91 | 0.92 | 0.95 | 0.68 | 0.00 | 0.89 | 0.92 | 0.93 | 0.96 |
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- | intestinal crypt stem cell of colon | 1580 | 0.84 | 0.86 | 0.91 | 0.87 | 0.00 | 0.85 | 0.90 | 0.87 | 0.92 |
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- | large intestine goblet cell | 1377 | 0.92 | 0.95 | 0.94 | 0.67 | 0.00 | 0.70 | 0.94 | 0.94 | 0.95 |
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- | enteroglial cell | 772 | 0.99 | 0.98 | 0.99 | 0.99 | 0.00 | 0.99 | 0.99 | 0.99 | 0.99 |
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- | regulatory T cell | 574 | 0.73 | 0.71 | 0.81 | 0.45 | 0.00 | 0.70 | 0.80 | 0.81 | 0.87 |
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- | mast cell | 347 | 0.98 | 0.97 | 0.98 | 0.95 | 0.00 | 0.98 | 0.99 | 0.99 | 0.99 |
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- | myeloid leukocyte | 321 | 0.85 | 0.90 | 0.92 | 0.87 | 0.00 | 0.94 | 0.99 | 1.00 | 0.96 |
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- | colon endothelial cell | 310 | 0.90 | 0.88 | 0.93 | 0.91 | 0.00 | 0.93 | 0.99 | 0.96 | 0.94 |
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- | colon macrophage | 292 | 0.79 | 0.85 | 0.86 | 0.81 | 0.00 | 0.95 | 0.99 | 1.00 | 0.94 |
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- | transit amplifying cell of colon | 211 | 0.75 | 0.69 | 0.81 | 0.65 | 0.00 | 0.52 | 0.80 | 0.80 | 0.87 |
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- | naive thymus-derived CD4-positive, alpha-beta T cell | 206 | 0.68 | 0.64 | 0.76 | 0.42 | 0.00 | 0.75 | 0.83 | 0.82 | 0.84 |
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- | paneth cell of colon | 197 | 0.63 | 0.35 | 0.81 | 0.78 | 0.00 | 0.79 | 0.85 | 0.58 | 0.89 |
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- | tuft cell of colon | 160 | 0.93 | 0.96 | 0.95 | 0.92 | 0.00 | 0.85 | 0.98 | 0.96 | 0.97 |
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- | myofibroblast cell | 74 | 0.82 | 0.83 | 0.88 | 0.87 | 0.00 | 0.93 | 1.00 | 0.98 | 0.95 |
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- | monocyte | 62 | 0.78 | 0.80 | 0.79 | 0.74 | 0.00 | 0.97 | 0.99 | 0.98 | 0.93 |
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- | mature NK T cell | 41 | 0.00 | 0.49 | 0.69 | 0.48 | 0.00 | 0.69 | 0.95 | 0.96 | 0.91 |
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- | type L enteroendocrine cell | 41 | 0.77 | 0.88 | 0.94 | 0.71 | 0.00 | 0.79 | 0.99 | 0.92 | 1.00 |
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- | myeloid dendritic cell | 37 | 0.00 | 0.14 | 0.45 | 0.19 | 0.00 | 0.90 | 1.00 | 1.00 | 0.75 |
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- | enterochromaffin-like cell | 24 | 0.00 | 0.79 | 0.88 | 0.82 | 0.00 | 0.63 | 1.00 | 0.94 | 0.96 |
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- | natural killer cell | 13 | 0.00 | 0.00 | 0.13 | 0.14 | 0.00 | 0.36 | 1.00 | 0.96 | 0.92 |
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- | innate lymphoid cell | 11 | 0.00 | 0.00 | 0.53 | 0.15 | 0.00 | 0.61 | 0.96 | 1.00 | 0.78 |
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- | neutrophil | 9 | 0.00 | 0.00 | 0.36 | 0.71 | 0.00 | 0.90 | 1.00 | 0.95 | 1.00 |
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-
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- </details>
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-
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-
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- # References
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-
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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
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
accuracies.json CHANGED
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  {
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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| enterocyte of epithelium of large intestine | 467 | 0.82 | 0.84 | 0.83 | 0.86 | 0.00 | 0.87 | 0.81 | 0.86 | 0.85 |\n| CD4-positive, alpha-beta T cell | 419 | 0.84 | 0.88 | 0.87 | 0.61 | 0.00 | 0.80 | 0.84 | 0.87 | 0.90 |\n| plasma cell | 315 | 0.98 | 0.98 | 0.97 | 0.99 | 0.00 | 0.99 | 0.99 | 0.98 | 0.99 |\n| CD8-positive, alpha-beta T cell | 295 | 0.80 | 0.85 | 0.83 | 0.45 | 0.00 | 0.77 | 0.82 | 0.85 | 0.88 |\n| fibroblast | 236 | 0.97 | 0.97 | 0.97 | 0.96 | 0.00 | 0.96 | 0.97 | 0.97 | 0.97 |\n| B cell | 225 | 0.99 | 0.98 | 0.98 | 0.98 | 0.00 | 0.99 | 0.99 | 0.98 | 0.99 |\n| gamma-delta T cell | 190 | 0.88 | 0.90 | 0.92 | 0.55 | 0.00 | 0.83 | 0.88 | 0.90 | 0.92 |\n| intestinal crypt stem cell of colon | 152 | 0.82 | 0.86 | 0.83 | 0.79 | 0.00 | 0.78 | 0.82 | 0.82 | 0.88 |\n| large intestine goblet cell | 180 | 0.92 | 0.95 | 0.94 | 0.63 | 0.00 | 0.70 | 0.92 | 0.88 | 0.92 |\n| enteroglial cell | 76 | 0.99 | 0.97 | 0.97 | 0.99 | 0.00 | 0.97 | 0.99 | 0.99 | 0.99 |\n| regulatory T cell | 59 | 0.63 | 0.66 | 0.67 | 0.38 | 0.00 | 0.51 | 0.71 | 0.74 | 0.77 |\n| mast cell | 46 | 0.99 | 0.98 | 0.98 | 0.96 | 0.00 | 0.99 | 0.99 | 0.99 | 0.99 |\n| myeloid leukocyte | 33 | 0.83 | 0.93 | 0.91 | 0.85 | 0.00 | 0.93 | 0.93 | 0.96 | 0.98 |\n| colon endothelial cell | 38 | 0.93 | 0.90 | 0.92 | 0.89 | 0.00 | 0.90 | 0.95 | 0.96 | 0.95 |\n| colon macrophage | 36 | 0.79 | 0.86 | 0.79 | 0.83 | 0.00 | 0.89 | 0.89 | 0.95 | 0.94 |\n| transit amplifying cell of colon | 26 | 0.72 | 0.60 | 0.65 | 0.49 | 0.00 | 0.51 | 0.62 | 0.71 | 0.73 |\n| naive thymus-derived CD4-positive, alpha-beta T cell | 22 | 0.82 | 0.84 | 0.71 | 0.24 | 0.00 | 0.79 | 0.74 | 0.80 | 0.84 |\n| paneth cell of colon | 20 | 0.56 | 0.36 | 0.58 | 0.70 | 0.00 | 0.62 | 0.71 | 0.51 | 0.75 |\n| tuft cell of colon | 18 | 0.97 | 1.00 | 1.00 | 0.88 | 0.00 | 0.82 | 0.97 | 0.92 | 0.97 |\n| myofibroblast cell | 8 | 0.73 | 0.84 | 0.89 | 0.86 | 0.00 | 0.94 | 1.00 | 0.84 | 0.84 |\n| monocyte | 4 | 0.86 | 0.86 | 0.40 | 0.67 | 0.00 | 0.86 | 0.86 | 0.86 | 0.86 |\n| mature NK T cell | 6 | 0.00 | 0.25 | 0.00 | 0.29 | 0.00 | 0.18 | 0.55 | 0.60 | 0.25 |\n| type L enteroendocrine cell | 3 | 0.44 | 0.67 | 0.57 | 0.80 | 0.00 | 0.44 | 0.80 | 0.40 | 0.80 |\n| myeloid dendritic cell | 3 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.50 | 0.00 |\n| enterochromaffin-like cell | 3 | 0.00 | 1.00 | 0.00 | 0.50 | 0.00 | 0.67 | 0.80 | 0.86 | 0.80 |\n| natural killer cell | 1 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.18 | 0.00 | 0.00 | 0.00 |\n| innate lymphoid cell | 2 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.25 | 0.00 | 0.00 | 0.00 |\n| neutrophil | 0 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 |",
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- "ref_accuracy": "| Cell Type | N cells | celltypist | knn bbknn | knn harmony | knn on scvi | onclass | scanvi | svm | xgboost | Consensus Prediction |\n| --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- |\n| enterocyte of epithelium of large intestine | 4100 | 0.84 | 0.85 | 0.87 | 0.91 | 0.00 | 0.89 | 0.85 | 0.89 | 0.88 |\n| CD4-positive, alpha-beta T cell | 3821 | 0.85 | 0.88 | 0.91 | 0.77 | 0.00 | 0.86 | 0.87 | 0.90 | 0.92 |\n| plasma cell | 2993 | 0.98 | 0.98 | 0.99 | 0.99 | 0.00 | 0.98 | 0.99 | 0.98 | 0.99 |\n| CD8-positive, alpha-beta T cell | 2667 | 0.79 | 0.84 | 0.88 | 0.63 | 0.00 | 0.81 | 0.85 | 0.88 | 0.89 |\n| fibroblast | 2361 | 0.98 | 0.98 | 0.98 | 0.98 | 0.00 | 0.98 | 0.99 | 0.99 | 0.99 |\n| B cell | 1844 | 0.99 | 0.99 | 0.99 | 0.98 | 0.00 | 0.98 | 0.99 | 0.99 | 0.99 |\n| gamma-delta T cell | 1666 | 0.91 | 0.92 | 0.95 | 0.68 | 0.00 | 0.89 | 0.92 | 0.93 | 0.96 |\n| intestinal crypt stem cell of colon | 1580 | 0.84 | 0.86 | 0.91 | 0.87 | 0.00 | 0.85 | 0.90 | 0.87 | 0.92 |\n| large intestine goblet cell | 1377 | 0.92 | 0.95 | 0.94 | 0.67 | 0.00 | 0.70 | 0.94 | 0.94 | 0.95 |\n| enteroglial cell | 772 | 0.99 | 0.98 | 0.99 | 0.99 | 0.00 | 0.99 | 0.99 | 0.99 | 0.99 |\n| regulatory T cell | 574 | 0.73 | 0.71 | 0.81 | 0.45 | 0.00 | 0.70 | 0.80 | 0.81 | 0.87 |\n| mast cell | 347 | 0.98 | 0.97 | 0.98 | 0.95 | 0.00 | 0.98 | 0.99 | 0.99 | 0.99 |\n| myeloid leukocyte | 321 | 0.85 | 0.90 | 0.92 | 0.87 | 0.00 | 0.94 | 0.99 | 1.00 | 0.96 |\n| colon endothelial cell | 310 | 0.90 | 0.88 | 0.93 | 0.91 | 0.00 | 0.93 | 0.99 | 0.96 | 0.94 |\n| colon macrophage | 292 | 0.79 | 0.85 | 0.86 | 0.81 | 0.00 | 0.95 | 0.99 | 1.00 | 0.94 |\n| transit amplifying cell of colon | 211 | 0.75 | 0.69 | 0.81 | 0.65 | 0.00 | 0.52 | 0.80 | 0.80 | 0.87 |\n| naive thymus-derived CD4-positive, alpha-beta T cell | 206 | 0.68 | 0.64 | 0.76 | 0.42 | 0.00 | 0.75 | 0.83 | 0.82 | 0.84 |\n| paneth cell of colon | 197 | 0.63 | 0.35 | 0.81 | 0.78 | 0.00 | 0.79 | 0.85 | 0.58 | 0.89 |\n| tuft cell of colon | 160 | 0.93 | 0.96 | 0.95 | 0.92 | 0.00 | 0.85 | 0.98 | 0.96 | 0.97 |\n| myofibroblast cell | 74 | 0.82 | 0.83 | 0.88 | 0.87 | 0.00 | 0.93 | 1.00 | 0.98 | 0.95 |\n| monocyte | 62 | 0.78 | 0.80 | 0.79 | 0.74 | 0.00 | 0.97 | 0.99 | 0.98 | 0.93 |\n| mature NK T cell | 41 | 0.00 | 0.49 | 0.69 | 0.48 | 0.00 | 0.69 | 0.95 | 0.96 | 0.91 |\n| type L enteroendocrine cell | 41 | 0.77 | 0.88 | 0.94 | 0.71 | 0.00 | 0.79 | 0.99 | 0.92 | 1.00 |\n| myeloid dendritic cell | 37 | 0.00 | 0.14 | 0.45 | 0.19 | 0.00 | 0.90 | 1.00 | 1.00 | 0.75 |\n| enterochromaffin-like cell | 24 | 0.00 | 0.79 | 0.88 | 0.82 | 0.00 | 0.63 | 1.00 | 0.94 | 0.96 |\n| natural killer cell | 13 | 0.00 | 0.00 | 0.13 | 0.14 | 0.00 | 0.36 | 1.00 | 0.96 | 0.92 |\n| innate lymphoid cell | 11 | 0.00 | 0.00 | 0.53 | 0.15 | 0.00 | 0.61 | 0.96 | 1.00 | 0.78 |\n| neutrophil | 9 | 0.00 | 0.00 | 0.36 | 0.71 | 0.00 | 0.90 | 1.00 | 0.95 | 1.00 |"
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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| enterocyte of epithelium of large intestine | 469 | 0.92 | 0.92 | 0.91 | 0.85 | 0.00 | 0.85 | 0.90 | 0.92 | 0.94 |\n| CD4-positive, alpha-beta T cell | 411 | 0.84 | 0.88 | 0.88 | 0.83 | 0.00 | 0.78 | 0.85 | 0.87 | 0.90 |\n| plasma cell | 314 | 0.99 | 0.98 | 0.97 | 0.96 | 0.00 | 0.96 | 0.98 | 0.99 | 0.99 |\n| CD8-positive, alpha-beta T cell | 288 | 0.77 | 0.85 | 0.84 | 0.68 | 0.00 | 0.75 | 0.80 | 0.82 | 0.85 |\n| fibroblast | 251 | 0.96 | 0.98 | 0.97 | 0.97 | 0.00 | 0.96 | 0.98 | 0.98 | 0.98 |\n| B cell | 222 | 0.98 | 0.99 | 0.98 | 0.97 | 0.00 | 0.98 | 0.98 | 0.98 | 0.99 |\n| gamma-delta T cell | 194 | 0.88 | 0.92 | 0.91 | 0.75 | 0.00 | 0.83 | 0.89 | 0.89 | 0.92 |\n| intestinal crypt stem cell of colon | 158 | 0.83 | 0.82 | 0.85 | 0.79 | 0.00 | 0.81 | 0.81 | 0.87 | 0.88 |\n| large intestine goblet cell | 169 | 0.90 | 0.94 | 0.94 | 0.88 | 0.00 | 0.90 | 0.92 | 0.91 | 0.92 |\n| BEST4+ enteroycte | 122 | 0.88 | 0.89 | 0.93 | 0.80 | 0.00 | 0.85 | 0.91 | 0.92 | 0.92 |\n| enteroglial cell | 76 | 0.99 | 0.99 | 0.98 | 0.95 | 0.00 | 0.98 | 0.99 | 0.99 | 0.99 |\n| regulatory T cell | 64 | 0.66 | 0.63 | 0.67 | 0.44 | 0.00 | 0.56 | 0.64 | 0.68 | 0.72 |\n| mast cell | 48 | 0.98 | 0.98 | 0.98 | 0.98 | 0.00 | 0.98 | 0.98 | 0.96 | 0.98 |\n| myeloid leukocyte | 30 | 0.86 | 0.88 | 0.93 | 0.92 | 0.00 | 0.88 | 0.91 | 0.97 | 0.95 |\n| colon endothelial cell | 39 | 0.96 | 0.95 | 0.99 | 0.94 | 0.00 | 0.93 | 0.99 | 0.97 | 1.00 |\n| colon macrophage | 38 | 0.83 | 0.83 | 0.87 | 0.88 | 0.00 | 0.83 | 0.90 | 0.89 | 0.92 |\n| transit amplifying cell of colon | 22 | 0.73 | 0.57 | 0.67 | 0.38 | 0.00 | 0.58 | 0.68 | 0.71 | 0.72 |\n| naive thymus-derived CD4-positive, alpha-beta T cell | 25 | 0.77 | 0.63 | 0.74 | 0.49 | 0.00 | 0.66 | 0.62 | 0.75 | 0.79 |\n| paneth cell of colon | 22 | 0.54 | 0.41 | 0.60 | 0.65 | 0.00 | 0.67 | 0.77 | 0.84 | 0.82 |\n| tuft cell of colon | 15 | 1.00 | 0.97 | 1.00 | 0.90 | 0.00 | 0.88 | 1.00 | 1.00 | 1.00 |\n| myofibroblast cell | 12 | 0.80 | 0.92 | 0.96 | 1.00 | 0.00 | 0.89 | 0.96 | 0.88 | 0.92 |\n| monocyte | 3 | 0.80 | 0.80 | 0.57 | 0.67 | 0.00 | 0.67 | 0.80 | 0.67 | 0.80 |\n| mature NK T cell | 4 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.67 | 0.60 | 0.50 | 0.00 |\n| type L enteroendocrine cell | 4 | 0.62 | 0.80 | 0.67 | 0.75 | 0.00 | 0.67 | 0.89 | 0.89 | 0.89 |\n| myeloid dendritic cell | 2 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.29 | 0.50 | 0.00 | 0.00 |\n| enterochromaffin-like cell | 4 | 0.00 | 0.86 | 0.00 | 0.33 | 0.00 | 0.86 | 1.00 | 1.00 | 1.00 |\n| natural killer cell | 1 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.20 | 0.00 | 0.00 | 0.00 |\n| innate lymphoid cell | 2 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.29 | 0.00 | 0.50 | 0.00 |\n| neutrophil | 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| enterocyte of epithelium of large intestine | 4098 | 0.93 | 0.93 | 0.93 | 0.89 | 0.00 | 0.87 | 0.93 | 0.95 | 0.96 |\n| CD4-positive, alpha-beta T cell | 3829 | 0.85 | 0.89 | 0.90 | 0.85 | 0.00 | 0.83 | 0.87 | 0.90 | 0.91 |\n| plasma cell | 2994 | 0.98 | 0.98 | 0.98 | 0.96 | 0.00 | 0.97 | 0.99 | 0.99 | 0.99 |\n| CD8-positive, alpha-beta T cell | 2674 | 0.79 | 0.86 | 0.85 | 0.74 | 0.00 | 0.81 | 0.84 | 0.87 | 0.87 |\n| fibroblast | 2346 | 0.98 | 0.98 | 0.98 | 0.97 | 0.00 | 0.97 | 0.99 | 0.99 | 0.98 |\n| B cell | 1847 | 0.98 | 0.99 | 0.99 | 0.97 | 0.00 | 0.98 | 0.99 | 0.99 | 0.99 |\n| gamma-delta T cell | 1662 | 0.90 | 0.93 | 0.93 | 0.79 | 0.00 | 0.87 | 0.92 | 0.93 | 0.94 |\n| intestinal crypt stem cell of colon | 1574 | 0.84 | 0.86 | 0.89 | 0.86 | 0.00 | 0.82 | 0.90 | 0.92 | 0.93 |\n| large intestine goblet cell | 1388 | 0.93 | 0.94 | 0.95 | 0.91 | 0.00 | 0.93 | 0.95 | 0.96 | 0.96 |\n| BEST4+ enteroycte | 968 | 0.88 | 0.92 | 0.94 | 0.84 | 0.00 | 0.87 | 0.94 | 0.94 | 0.94 |\n| enteroglial cell | 772 | 0.99 | 0.98 | 0.98 | 0.97 | 0.00 | 0.98 | 0.99 | 0.99 | 0.99 |\n| regulatory T cell | 569 | 0.73 | 0.74 | 0.77 | 0.53 | 0.00 | 0.67 | 0.80 | 0.83 | 0.89 |\n| mast cell | 345 | 0.97 | 0.97 | 0.98 | 0.96 | 0.00 | 0.97 | 0.99 | 0.98 | 0.99 |\n| myeloid leukocyte | 324 | 0.87 | 0.91 | 0.91 | 0.93 | 0.00 | 0.96 | 1.00 | 1.00 | 0.98 |\n| colon endothelial cell | 309 | 0.90 | 0.88 | 0.91 | 0.90 | 0.00 | 0.91 | 0.97 | 0.96 | 0.93 |\n| colon macrophage | 290 | 0.81 | 0.86 | 0.86 | 0.88 | 0.00 | 0.95 | 1.00 | 0.99 | 0.94 |\n| transit amplifying cell of colon | 215 | 0.72 | 0.69 | 0.72 | 0.53 | 0.00 | 0.60 | 0.85 | 0.82 | 0.83 |\n| naive thymus-derived CD4-positive, alpha-beta T cell | 203 | 0.71 | 0.68 | 0.73 | 0.42 | 0.00 | 0.66 | 0.84 | 0.85 | 0.83 |\n| paneth cell of colon | 195 | 0.61 | 0.35 | 0.74 | 0.72 | 0.00 | 0.74 | 0.90 | 0.94 | 0.91 |\n| tuft cell of colon | 163 | 0.93 | 0.95 | 0.93 | 0.93 | 0.00 | 0.95 | 0.96 | 0.96 | 0.96 |\n| myofibroblast cell | 70 | 0.83 | 0.81 | 0.85 | 0.88 | 0.00 | 0.88 | 1.00 | 0.99 | 0.92 |\n| monocyte | 63 | 0.77 | 0.79 | 0.74 | 0.73 | 0.00 | 0.93 | 0.98 | 0.99 | 0.91 |\n| mature NK T cell | 43 | 0.00 | 0.49 | 0.24 | 0.33 | 0.00 | 0.85 | 0.97 | 0.99 | 0.75 |\n| type L enteroendocrine cell | 40 | 0.76 | 0.84 | 0.87 | 0.68 | 0.00 | 0.78 | 1.00 | 0.99 | 0.95 |\n| myeloid dendritic cell | 38 | 0.00 | 0.15 | 0.26 | 0.26 | 0.00 | 0.82 | 1.00 | 1.00 | 0.57 |\n| enterochromaffin-like cell | 23 | 0.00 | 0.63 | 0.77 | 0.65 | 0.00 | 0.74 | 0.96 | 0.98 | 0.93 |\n| natural killer cell | 13 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.49 | 0.96 | 0.93 | 1.00 |\n| innate lymphoid cell | 11 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.76 | 1.00 | 1.00 | 0.43 |\n| neutrophil | 9 | 0.00 | 0.00 | 0.00 | 0.20 | 0.00 | 0.90 | 1.00 | 0.95 | 0.94 |"
4
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@@ -559,6 +552,7 @@
559
  "ENSG00000102409",
560
  "ENSG00000102452",
561
  "ENSG00000102547",
 
562
  "ENSG00000102678",
563
  "ENSG00000102755",
564
  "ENSG00000102760",
@@ -574,15 +568,14 @@
574
  "ENSG00000102978",
575
  "ENSG00000102981",
576
  "ENSG00000103005",
 
577
  "ENSG00000103037",
578
- "ENSG00000103042",
579
  "ENSG00000103061",
580
  "ENSG00000103066",
581
  "ENSG00000103148",
582
  "ENSG00000103150",
583
  "ENSG00000103160",
584
  "ENSG00000103174",
585
- "ENSG00000103175",
586
  "ENSG00000103184",
587
  "ENSG00000103196",
588
  "ENSG00000103197",
@@ -594,7 +587,6 @@
594
  "ENSG00000103269",
595
  "ENSG00000103313",
596
  "ENSG00000103316",
597
- "ENSG00000103319",
598
  "ENSG00000103343",
599
  "ENSG00000103351",
600
  "ENSG00000103353",
@@ -627,23 +619,26 @@
627
  "ENSG00000104723",
628
  "ENSG00000104728",
629
  "ENSG00000104774",
 
630
  "ENSG00000104814",
631
  "ENSG00000104881",
632
  "ENSG00000104883",
 
633
  "ENSG00000104921",
634
  "ENSG00000104951",
635
  "ENSG00000104998",
636
  "ENSG00000105011",
637
  "ENSG00000105072",
 
638
  "ENSG00000105173",
639
  "ENSG00000105186",
640
  "ENSG00000105229",
641
  "ENSG00000105255",
642
  "ENSG00000105270",
 
643
  "ENSG00000105497",
644
  "ENSG00000105499",
645
  "ENSG00000105509",
646
- "ENSG00000105514",
647
  "ENSG00000105516",
648
  "ENSG00000105520",
649
  "ENSG00000105538",
@@ -662,6 +657,7 @@
662
  "ENSG00000105894",
663
  "ENSG00000105928",
664
  "ENSG00000105974",
 
665
  "ENSG00000106034",
666
  "ENSG00000106066",
667
  "ENSG00000106105",
@@ -680,6 +676,8 @@
680
  "ENSG00000106804",
681
  "ENSG00000106809",
682
  "ENSG00000106819",
 
 
683
  "ENSG00000106952",
684
  "ENSG00000107021",
685
  "ENSG00000107164",
@@ -690,7 +688,6 @@
690
  "ENSG00000107551",
691
  "ENSG00000107554",
692
  "ENSG00000107562",
693
- "ENSG00000107614",
694
  "ENSG00000107651",
695
  "ENSG00000107719",
696
  "ENSG00000107742",
@@ -707,9 +704,10 @@
707
  "ENSG00000108387",
708
  "ENSG00000108423",
709
  "ENSG00000108439",
710
- "ENSG00000108443",
711
  "ENSG00000108469",
712
  "ENSG00000108515",
 
713
  "ENSG00000108559",
714
  "ENSG00000108578",
715
  "ENSG00000108599",
@@ -720,6 +718,7 @@
720
  "ENSG00000108691",
721
  "ENSG00000108733",
722
  "ENSG00000108771",
 
723
  "ENSG00000108797",
724
  "ENSG00000108798",
725
  "ENSG00000108823",
@@ -740,14 +739,13 @@
740
  "ENSG00000109846",
741
  "ENSG00000109929",
742
  "ENSG00000109943",
743
- "ENSG00000109944",
744
  "ENSG00000109971",
745
  "ENSG00000110002",
746
  "ENSG00000110060",
747
  "ENSG00000110076",
748
  "ENSG00000110077",
749
  "ENSG00000110079",
750
- "ENSG00000110080",
751
  "ENSG00000110324",
752
  "ENSG00000110395",
753
  "ENSG00000110436",
@@ -766,8 +764,8 @@
766
  "ENSG00000110944",
767
  "ENSG00000111057",
768
  "ENSG00000111110",
 
769
  "ENSG00000111231",
770
- "ENSG00000111245",
771
  "ENSG00000111247",
772
  "ENSG00000111252",
773
  "ENSG00000111269",
@@ -790,13 +788,11 @@
790
  "ENSG00000111665",
791
  "ENSG00000111674",
792
  "ENSG00000111701",
793
- "ENSG00000111725",
794
- "ENSG00000111785",
795
- "ENSG00000111796",
796
  "ENSG00000111799",
797
  "ENSG00000111801",
798
  "ENSG00000111817",
799
  "ENSG00000111846",
 
800
  "ENSG00000111886",
801
  "ENSG00000111912",
802
  "ENSG00000111961",
@@ -809,7 +805,6 @@
809
  "ENSG00000112183",
810
  "ENSG00000112186",
811
  "ENSG00000112208",
812
- "ENSG00000112245",
813
  "ENSG00000112280",
814
  "ENSG00000112282",
815
  "ENSG00000112297",
@@ -818,7 +813,6 @@
818
  "ENSG00000112367",
819
  "ENSG00000112414",
820
  "ENSG00000112425",
821
- "ENSG00000112473",
822
  "ENSG00000112541",
823
  "ENSG00000112562",
824
  "ENSG00000112685",
@@ -826,12 +820,12 @@
826
  "ENSG00000112759",
827
  "ENSG00000112796",
828
  "ENSG00000112799",
 
829
  "ENSG00000113083",
830
  "ENSG00000113088",
831
  "ENSG00000113108",
832
  "ENSG00000113119",
833
  "ENSG00000113140",
834
- "ENSG00000113141",
835
  "ENSG00000113263",
836
  "ENSG00000113296",
837
  "ENSG00000113356",
@@ -840,7 +834,6 @@
840
  "ENSG00000113657",
841
  "ENSG00000113749",
842
  "ENSG00000113790",
843
- "ENSG00000113810",
844
  "ENSG00000113812",
845
  "ENSG00000113838",
846
  "ENSG00000113916",
@@ -850,9 +843,9 @@
850
  "ENSG00000114166",
851
  "ENSG00000114270",
852
  "ENSG00000114388",
 
853
  "ENSG00000114473",
854
  "ENSG00000114491",
855
- "ENSG00000114503",
856
  "ENSG00000114544",
857
  "ENSG00000114738",
858
  "ENSG00000114739",
@@ -861,7 +854,6 @@
861
  "ENSG00000114948",
862
  "ENSG00000114988",
863
  "ENSG00000114999",
864
- "ENSG00000115008",
865
  "ENSG00000115009",
866
  "ENSG00000115041",
867
  "ENSG00000115042",
@@ -872,7 +864,6 @@
872
  "ENSG00000115170",
873
  "ENSG00000115226",
874
  "ENSG00000115255",
875
- "ENSG00000115266",
876
  "ENSG00000115267",
877
  "ENSG00000115275",
878
  "ENSG00000115290",
@@ -885,17 +876,17 @@
885
  "ENSG00000115421",
886
  "ENSG00000115423",
887
  "ENSG00000115461",
888
- "ENSG00000115468",
889
  "ENSG00000115474",
890
- "ENSG00000115514",
891
  "ENSG00000115520",
892
  "ENSG00000115525",
 
893
  "ENSG00000115590",
894
  "ENSG00000115594",
895
  "ENSG00000115602",
896
  "ENSG00000115604",
897
  "ENSG00000115607",
898
  "ENSG00000115648",
 
899
  "ENSG00000115661",
900
  "ENSG00000115687",
901
  "ENSG00000115718",
@@ -913,7 +904,6 @@
913
  "ENSG00000116157",
914
  "ENSG00000116176",
915
  "ENSG00000116194",
916
- "ENSG00000116198",
917
  "ENSG00000116199",
918
  "ENSG00000116205",
919
  "ENSG00000116212",
@@ -933,6 +923,7 @@
933
  "ENSG00000116852",
934
  "ENSG00000116885",
935
  "ENSG00000116903",
 
936
  "ENSG00000116962",
937
  "ENSG00000116983",
938
  "ENSG00000116985",
@@ -952,18 +943,16 @@
952
  "ENSG00000117385",
953
  "ENSG00000117399",
954
  "ENSG00000117408",
955
- "ENSG00000117411",
956
  "ENSG00000117472",
957
  "ENSG00000117477",
958
  "ENSG00000117519",
959
- "ENSG00000117533",
960
  "ENSG00000117543",
961
  "ENSG00000117560",
962
  "ENSG00000117594",
963
  "ENSG00000117597",
964
  "ENSG00000117602",
965
  "ENSG00000117632",
966
- "ENSG00000117643",
967
  "ENSG00000117682",
968
  "ENSG00000117724",
969
  "ENSG00000117748",
@@ -985,8 +974,8 @@
985
  "ENSG00000118515",
986
  "ENSG00000118518",
987
  "ENSG00000118523",
988
- "ENSG00000118557",
989
  "ENSG00000118596",
 
990
  "ENSG00000118785",
991
  "ENSG00000118894",
992
  "ENSG00000118898",
@@ -1007,6 +996,7 @@
1007
  "ENSG00000119865",
1008
  "ENSG00000119888",
1009
  "ENSG00000119917",
 
1010
  "ENSG00000119922",
1011
  "ENSG00000119927",
1012
  "ENSG00000119938",
@@ -1018,7 +1008,7 @@
1018
  "ENSG00000120129",
1019
  "ENSG00000120156",
1020
  "ENSG00000120158",
1021
- "ENSG00000120217",
1022
  "ENSG00000120256",
1023
  "ENSG00000120280",
1024
  "ENSG00000120334",
@@ -1040,7 +1030,9 @@
1040
  "ENSG00000121152",
1041
  "ENSG00000121207",
1042
  "ENSG00000121281",
 
1043
  "ENSG00000121406",
 
1044
  "ENSG00000121440",
1045
  "ENSG00000121577",
1046
  "ENSG00000121594",
@@ -1051,8 +1043,8 @@
1051
  "ENSG00000121864",
1052
  "ENSG00000121897",
1053
  "ENSG00000121903",
1054
- "ENSG00000121957",
1055
  "ENSG00000121966",
 
1056
  "ENSG00000122025",
1057
  "ENSG00000122121",
1058
  "ENSG00000122122",
@@ -1075,6 +1067,7 @@
1075
  "ENSG00000122877",
1076
  "ENSG00000122966",
1077
  "ENSG00000122970",
 
1078
  "ENSG00000123119",
1079
  "ENSG00000123191",
1080
  "ENSG00000123243",
@@ -1095,11 +1088,12 @@
1095
  "ENSG00000124006",
1096
  "ENSG00000124067",
1097
  "ENSG00000124098",
1098
- "ENSG00000124102",
1099
  "ENSG00000124104",
1100
  "ENSG00000124120",
 
1101
  "ENSG00000124207",
1102
  "ENSG00000124212",
 
1103
  "ENSG00000124217",
1104
  "ENSG00000124253",
1105
  "ENSG00000124279",
@@ -1128,12 +1122,15 @@
1128
  "ENSG00000125384",
1129
  "ENSG00000125434",
1130
  "ENSG00000125457",
 
1131
  "ENSG00000125484",
 
1132
  "ENSG00000125538",
1133
  "ENSG00000125618",
1134
  "ENSG00000125630",
1135
  "ENSG00000125637",
1136
  "ENSG00000125675",
 
1137
  "ENSG00000125735",
1138
  "ENSG00000125740",
1139
  "ENSG00000125775",
@@ -1145,15 +1142,14 @@
1145
  "ENSG00000125846",
1146
  "ENSG00000125868",
1147
  "ENSG00000125885",
1148
- "ENSG00000125898",
1149
  "ENSG00000125910",
1150
  "ENSG00000125945",
1151
  "ENSG00000125962",
1152
  "ENSG00000126003",
1153
  "ENSG00000126016",
1154
  "ENSG00000126062",
 
1155
  "ENSG00000126353",
1156
- "ENSG00000126561",
1157
  "ENSG00000126603",
1158
  "ENSG00000126773",
1159
  "ENSG00000126785",
@@ -1167,7 +1163,7 @@
1167
  "ENSG00000126903",
1168
  "ENSG00000126945",
1169
  "ENSG00000126947",
1170
- "ENSG00000126953",
1171
  "ENSG00000127083",
1172
  "ENSG00000127129",
1173
  "ENSG00000127191",
@@ -1187,7 +1183,6 @@
1187
  "ENSG00000127989",
1188
  "ENSG00000127990",
1189
  "ENSG00000128016",
1190
- "ENSG00000128040",
1191
  "ENSG00000128052",
1192
  "ENSG00000128059",
1193
  "ENSG00000128165",
@@ -1240,7 +1235,6 @@
1240
  "ENSG00000130147",
1241
  "ENSG00000130150",
1242
  "ENSG00000130176",
1243
- "ENSG00000130270",
1244
  "ENSG00000130300",
1245
  "ENSG00000130304",
1246
  "ENSG00000130305",
@@ -1249,7 +1243,6 @@
1249
  "ENSG00000130382",
1250
  "ENSG00000130508",
1251
  "ENSG00000130513",
1252
- "ENSG00000130544",
1253
  "ENSG00000130558",
1254
  "ENSG00000130559",
1255
  "ENSG00000130590",
@@ -1266,6 +1259,7 @@
1266
  "ENSG00000130821",
1267
  "ENSG00000130830",
1268
  "ENSG00000130844",
 
1269
  "ENSG00000130935",
1270
  "ENSG00000130962",
1271
  "ENSG00000131015",
@@ -1288,7 +1282,6 @@
1288
  "ENSG00000131471",
1289
  "ENSG00000131620",
1290
  "ENSG00000131634",
1291
- "ENSG00000131669",
1292
  "ENSG00000131711",
1293
  "ENSG00000131748",
1294
  "ENSG00000131779",
@@ -1306,10 +1299,11 @@
1306
  "ENSG00000132004",
1307
  "ENSG00000132010",
1308
  "ENSG00000132016",
1309
- "ENSG00000132128",
1310
  "ENSG00000132182",
1311
  "ENSG00000132185",
1312
  "ENSG00000132205",
 
 
1313
  "ENSG00000132329",
1314
  "ENSG00000132330",
1315
  "ENSG00000132357",
@@ -1329,13 +1323,10 @@
1329
  "ENSG00000132704",
1330
  "ENSG00000132718",
1331
  "ENSG00000132744",
1332
- "ENSG00000132768",
1333
  "ENSG00000132773",
1334
  "ENSG00000132792",
1335
  "ENSG00000132825",
1336
  "ENSG00000132840",
1337
- "ENSG00000132846",
1338
- "ENSG00000132854",
1339
  "ENSG00000132879",
1340
  "ENSG00000132915",
1341
  "ENSG00000132938",
@@ -1345,7 +1336,6 @@
1345
  "ENSG00000133067",
1346
  "ENSG00000133083",
1347
  "ENSG00000133110",
1348
- "ENSG00000133247",
1349
  "ENSG00000133256",
1350
  "ENSG00000133328",
1351
  "ENSG00000133392",
@@ -1367,20 +1357,16 @@
1367
  "ENSG00000134028",
1368
  "ENSG00000134057",
1369
  "ENSG00000134061",
1370
- "ENSG00000134107",
1371
  "ENSG00000134121",
1372
  "ENSG00000134183",
1373
- "ENSG00000134184",
1374
  "ENSG00000134193",
1375
  "ENSG00000134198",
1376
  "ENSG00000134201",
1377
  "ENSG00000134240",
1378
  "ENSG00000134245",
1379
- "ENSG00000134250",
1380
  "ENSG00000134256",
1381
  "ENSG00000134259",
1382
  "ENSG00000134324",
1383
- "ENSG00000134326",
1384
  "ENSG00000134330",
1385
  "ENSG00000134333",
1386
  "ENSG00000134343",
@@ -1393,8 +1379,6 @@
1393
  "ENSG00000134594",
1394
  "ENSG00000134602",
1395
  "ENSG00000134769",
1396
- "ENSG00000134802",
1397
- "ENSG00000134830",
1398
  "ENSG00000134864",
1399
  "ENSG00000134874",
1400
  "ENSG00000134955",
@@ -1403,32 +1387,33 @@
1403
  "ENSG00000135047",
1404
  "ENSG00000135063",
1405
  "ENSG00000135069",
 
1406
  "ENSG00000135148",
1407
  "ENSG00000135218",
1408
  "ENSG00000135297",
1409
  "ENSG00000135299",
1410
  "ENSG00000135318",
1411
  "ENSG00000135336",
 
1412
  "ENSG00000135363",
1413
  "ENSG00000135372",
1414
  "ENSG00000135407",
1415
- "ENSG00000135414",
1416
  "ENSG00000135424",
1417
  "ENSG00000135426",
1418
  "ENSG00000135439",
1419
  "ENSG00000135451",
1420
  "ENSG00000135469",
1421
  "ENSG00000135476",
1422
- "ENSG00000135480",
1423
  "ENSG00000135482",
1424
  "ENSG00000135547",
1425
  "ENSG00000135604",
 
1426
  "ENSG00000135636",
1427
  "ENSG00000135643",
1428
  "ENSG00000135686",
1429
  "ENSG00000135698",
1430
- "ENSG00000135723",
1431
  "ENSG00000135744",
 
1432
  "ENSG00000135773",
1433
  "ENSG00000135801",
1434
  "ENSG00000135821",
@@ -1437,11 +1422,12 @@
1437
  "ENSG00000135898",
1438
  "ENSG00000135914",
1439
  "ENSG00000135919",
1440
- "ENSG00000135929",
1441
  "ENSG00000135951",
1442
  "ENSG00000135956",
1443
  "ENSG00000135960",
1444
  "ENSG00000135966",
 
 
1445
  "ENSG00000136014",
1446
  "ENSG00000136114",
1447
  "ENSG00000136122",
@@ -1454,7 +1440,6 @@
1454
  "ENSG00000136235",
1455
  "ENSG00000136244",
1456
  "ENSG00000136319",
1457
- "ENSG00000136367",
1458
  "ENSG00000136378",
1459
  "ENSG00000136383",
1460
  "ENSG00000136404",
@@ -1468,7 +1453,6 @@
1468
  "ENSG00000136634",
1469
  "ENSG00000136689",
1470
  "ENSG00000136717",
1471
- "ENSG00000136802",
1472
  "ENSG00000136811",
1473
  "ENSG00000136826",
1474
  "ENSG00000136842",
@@ -1480,12 +1464,12 @@
1480
  "ENSG00000136960",
1481
  "ENSG00000136982",
1482
  "ENSG00000136997",
 
1483
  "ENSG00000137033",
1484
  "ENSG00000137040",
1485
  "ENSG00000137054",
1486
  "ENSG00000137078",
1487
  "ENSG00000137101",
1488
- "ENSG00000137124",
1489
  "ENSG00000137135",
1490
  "ENSG00000137168",
1491
  "ENSG00000137185",
@@ -1515,7 +1499,6 @@
1515
  "ENSG00000137573",
1516
  "ENSG00000137575",
1517
  "ENSG00000137642",
1518
- "ENSG00000137692",
1519
  "ENSG00000137709",
1520
  "ENSG00000137727",
1521
  "ENSG00000137752",
@@ -1532,12 +1515,10 @@
1532
  "ENSG00000137944",
1533
  "ENSG00000137948",
1534
  "ENSG00000137959",
1535
- "ENSG00000137962",
1536
  "ENSG00000137965",
1537
  "ENSG00000137968",
1538
  "ENSG00000138061",
1539
  "ENSG00000138074",
1540
- "ENSG00000138092",
1541
  "ENSG00000138111",
1542
  "ENSG00000138135",
1543
  "ENSG00000138152",
@@ -1554,7 +1535,6 @@
1554
  "ENSG00000138413",
1555
  "ENSG00000138435",
1556
  "ENSG00000138587",
1557
- "ENSG00000138614",
1558
  "ENSG00000138615",
1559
  "ENSG00000138617",
1560
  "ENSG00000138642",
@@ -1569,7 +1549,6 @@
1569
  "ENSG00000138964",
1570
  "ENSG00000139055",
1571
  "ENSG00000139133",
1572
- "ENSG00000139187",
1573
  "ENSG00000139190",
1574
  "ENSG00000139194",
1575
  "ENSG00000139211",
@@ -1597,7 +1576,6 @@
1597
  "ENSG00000140092",
1598
  "ENSG00000140104",
1599
  "ENSG00000140105",
1600
- "ENSG00000140265",
1601
  "ENSG00000140280",
1602
  "ENSG00000140285",
1603
  "ENSG00000140320",
@@ -1627,11 +1605,9 @@
1627
  "ENSG00000140993",
1628
  "ENSG00000141012",
1629
  "ENSG00000141013",
1630
- "ENSG00000141034",
1631
  "ENSG00000141040",
1632
  "ENSG00000141084",
1633
  "ENSG00000141101",
1634
- "ENSG00000141295",
1635
  "ENSG00000141338",
1636
  "ENSG00000141391",
1637
  "ENSG00000141404",
@@ -1639,13 +1615,12 @@
1639
  "ENSG00000141449",
1640
  "ENSG00000141452",
1641
  "ENSG00000141469",
1642
- "ENSG00000141505",
1643
  "ENSG00000141540",
1644
  "ENSG00000141543",
1645
  "ENSG00000141642",
1646
  "ENSG00000141744",
1647
  "ENSG00000141756",
1648
- "ENSG00000141873",
1649
  "ENSG00000141956",
1650
  "ENSG00000141968",
1651
  "ENSG00000142102",
@@ -1664,19 +1639,16 @@
1664
  "ENSG00000142959",
1665
  "ENSG00000142961",
1666
  "ENSG00000142973",
1667
- "ENSG00000143001",
1668
  "ENSG00000143110",
1669
  "ENSG00000143119",
1670
  "ENSG00000143126",
1671
  "ENSG00000143127",
1672
  "ENSG00000143147",
1673
- "ENSG00000143149",
1674
  "ENSG00000143196",
1675
  "ENSG00000143217",
1676
  "ENSG00000143226",
1677
  "ENSG00000143228",
1678
  "ENSG00000143248",
1679
- "ENSG00000143258",
1680
  "ENSG00000143297",
1681
  "ENSG00000143315",
1682
  "ENSG00000143320",
@@ -1686,17 +1658,14 @@
1686
  "ENSG00000143363",
1687
  "ENSG00000143365",
1688
  "ENSG00000143369",
1689
- "ENSG00000143376",
1690
  "ENSG00000143387",
1691
  "ENSG00000143390",
1692
- "ENSG00000143393",
1693
  "ENSG00000143409",
1694
  "ENSG00000143416",
1695
  "ENSG00000143450",
1696
  "ENSG00000143452",
1697
  "ENSG00000143479",
1698
  "ENSG00000143498",
1699
- "ENSG00000143499",
1700
  "ENSG00000143502",
1701
  "ENSG00000143507",
1702
  "ENSG00000143546",
@@ -1710,17 +1679,13 @@
1710
  "ENSG00000143851",
1711
  "ENSG00000143858",
1712
  "ENSG00000143867",
1713
- "ENSG00000143889",
1714
  "ENSG00000143933",
1715
  "ENSG00000143942",
1716
- "ENSG00000143995",
1717
  "ENSG00000144026",
1718
  "ENSG00000144031",
1719
  "ENSG00000144043",
1720
  "ENSG00000144048",
1721
  "ENSG00000144057",
1722
- "ENSG00000144061",
1723
- "ENSG00000144115",
1724
  "ENSG00000144120",
1725
  "ENSG00000144134",
1726
  "ENSG00000144136",
@@ -1732,6 +1697,8 @@
1732
  "ENSG00000144233",
1733
  "ENSG00000144362",
1734
  "ENSG00000144369",
 
 
1735
  "ENSG00000144504",
1736
  "ENSG00000144647",
1737
  "ENSG00000144648",
@@ -1741,14 +1708,16 @@
1741
  "ENSG00000144736",
1742
  "ENSG00000144792",
1743
  "ENSG00000144810",
1744
- "ENSG00000144852",
1745
  "ENSG00000144857",
1746
  "ENSG00000144891",
1747
  "ENSG00000145014",
 
1748
  "ENSG00000145293",
1749
  "ENSG00000145335",
1750
  "ENSG00000145362",
1751
  "ENSG00000145365",
 
1752
  "ENSG00000145423",
1753
  "ENSG00000145476",
1754
  "ENSG00000145545",
@@ -1758,17 +1727,16 @@
1758
  "ENSG00000145824",
1759
  "ENSG00000145832",
1760
  "ENSG00000145850",
1761
- "ENSG00000145916",
1762
  "ENSG00000145945",
1763
  "ENSG00000146021",
1764
  "ENSG00000146038",
 
1765
  "ENSG00000146054",
1766
  "ENSG00000146085",
1767
  "ENSG00000146094",
1768
  "ENSG00000146122",
1769
  "ENSG00000146147",
1770
  "ENSG00000146197",
1771
- "ENSG00000146243",
1772
  "ENSG00000146285",
1773
  "ENSG00000146374",
1774
  "ENSG00000146409",
@@ -1776,14 +1744,10 @@
1776
  "ENSG00000146477",
1777
  "ENSG00000146535",
1778
  "ENSG00000146587",
1779
- "ENSG00000146592",
1780
  "ENSG00000146670",
1781
  "ENSG00000146674",
1782
- "ENSG00000146700",
1783
- "ENSG00000146707",
1784
  "ENSG00000146858",
1785
  "ENSG00000146859",
1786
- "ENSG00000146938",
1787
  "ENSG00000146950",
1788
  "ENSG00000147027",
1789
  "ENSG00000147036",
@@ -1791,7 +1755,6 @@
1791
  "ENSG00000147100",
1792
  "ENSG00000147113",
1793
  "ENSG00000147118",
1794
- "ENSG00000147119",
1795
  "ENSG00000147121",
1796
  "ENSG00000147130",
1797
  "ENSG00000147138",
@@ -1813,7 +1776,6 @@
1813
  "ENSG00000147912",
1814
  "ENSG00000148019",
1815
  "ENSG00000148053",
1816
- "ENSG00000148057",
1817
  "ENSG00000148153",
1818
  "ENSG00000148175",
1819
  "ENSG00000148180",
@@ -1832,36 +1794,36 @@
1832
  "ENSG00000149090",
1833
  "ENSG00000149131",
1834
  "ENSG00000149150",
1835
- "ENSG00000149308",
 
1836
  "ENSG00000149451",
1837
  "ENSG00000149483",
1838
  "ENSG00000149485",
1839
  "ENSG00000149489",
 
1840
  "ENSG00000149557",
1841
  "ENSG00000149564",
1842
  "ENSG00000149582",
1843
  "ENSG00000149591",
1844
  "ENSG00000149636",
1845
  "ENSG00000149679",
1846
- "ENSG00000149781",
1847
  "ENSG00000149792",
1848
  "ENSG00000149809",
1849
  "ENSG00000149927",
1850
  "ENSG00000149929",
 
1851
  "ENSG00000150048",
1852
  "ENSG00000150051",
1853
  "ENSG00000150275",
1854
  "ENSG00000150347",
1855
  "ENSG00000150394",
1856
- "ENSG00000150433",
1857
- "ENSG00000150456",
1858
  "ENSG00000150471",
1859
  "ENSG00000150556",
1860
  "ENSG00000150636",
1861
  "ENSG00000150722",
1862
  "ENSG00000150756",
1863
  "ENSG00000150776",
1864
- "ENSG00000150977",
1865
  "ENSG00000151062",
1866
  "ENSG00000151065",
1867
  "ENSG00000151093",
@@ -1873,10 +1835,10 @@
1873
  "ENSG00000151470",
1874
  "ENSG00000151651",
1875
  "ENSG00000151726",
 
1876
  "ENSG00000151778",
1877
  "ENSG00000151789",
1878
  "ENSG00000151835",
1879
- "ENSG00000151838",
1880
  "ENSG00000151892",
1881
  "ENSG00000151929",
1882
  "ENSG00000152049",
@@ -1889,6 +1851,7 @@
1889
  "ENSG00000152229",
1890
  "ENSG00000152234",
1891
  "ENSG00000152240",
 
1892
  "ENSG00000152256",
1893
  "ENSG00000152292",
1894
  "ENSG00000152359",
@@ -1905,6 +1868,7 @@
1905
  "ENSG00000152583",
1906
  "ENSG00000152661",
1907
  "ENSG00000152683",
 
1908
  "ENSG00000152749",
1909
  "ENSG00000152766",
1910
  "ENSG00000152778",
@@ -1914,12 +1878,10 @@
1914
  "ENSG00000152926",
1915
  "ENSG00000152942",
1916
  "ENSG00000152944",
1917
- "ENSG00000152953",
1918
  "ENSG00000153029",
1919
  "ENSG00000153044",
1920
  "ENSG00000153157",
1921
  "ENSG00000153283",
1922
- "ENSG00000153291",
1923
  "ENSG00000153339",
1924
  "ENSG00000153531",
1925
  "ENSG00000153558",
@@ -1937,7 +1899,6 @@
1937
  "ENSG00000154165",
1938
  "ENSG00000154175",
1939
  "ENSG00000154188",
1940
- "ENSG00000154262",
1941
  "ENSG00000154265",
1942
  "ENSG00000154277",
1943
  "ENSG00000154319",
@@ -1952,7 +1913,6 @@
1952
  "ENSG00000154553",
1953
  "ENSG00000154556",
1954
  "ENSG00000154642",
1955
- "ENSG00000154654",
1956
  "ENSG00000154721",
1957
  "ENSG00000154734",
1958
  "ENSG00000154736",
@@ -1968,27 +1928,22 @@
1968
  "ENSG00000155066",
1969
  "ENSG00000155090",
1970
  "ENSG00000155097",
1971
- "ENSG00000155099",
1972
  "ENSG00000155189",
1973
- "ENSG00000155254",
1974
- "ENSG00000155287",
1975
  "ENSG00000155304",
1976
- "ENSG00000155307",
1977
  "ENSG00000155393",
1978
  "ENSG00000155465",
1979
  "ENSG00000155561",
1980
  "ENSG00000155592",
1981
  "ENSG00000155629",
 
1982
  "ENSG00000155657",
1983
  "ENSG00000155659",
1984
  "ENSG00000155666",
1985
  "ENSG00000155729",
1986
  "ENSG00000155749",
1987
- "ENSG00000155755",
1988
  "ENSG00000155816",
1989
  "ENSG00000155850",
1990
  "ENSG00000155858",
1991
- "ENSG00000155876",
1992
  "ENSG00000155893",
1993
  "ENSG00000155906",
1994
  "ENSG00000155926",
@@ -1996,15 +1951,13 @@
1996
  "ENSG00000155961",
1997
  "ENSG00000155962",
1998
  "ENSG00000155966",
1999
- "ENSG00000155975",
2000
- "ENSG00000155980",
2001
  "ENSG00000156042",
2002
  "ENSG00000156127",
2003
  "ENSG00000156218",
2004
  "ENSG00000156239",
2005
  "ENSG00000156265",
2006
  "ENSG00000156345",
2007
- "ENSG00000156384",
2008
  "ENSG00000156427",
2009
  "ENSG00000156469",
2010
  "ENSG00000156471",
@@ -2028,7 +1981,6 @@
2028
  "ENSG00000157303",
2029
  "ENSG00000157353",
2030
  "ENSG00000157368",
2031
- "ENSG00000157404",
2032
  "ENSG00000157423",
2033
  "ENSG00000157456",
2034
  "ENSG00000157510",
@@ -2045,6 +1997,7 @@
2045
  "ENSG00000157796",
2046
  "ENSG00000157890",
2047
  "ENSG00000158023",
 
2048
  "ENSG00000158062",
2049
  "ENSG00000158079",
2050
  "ENSG00000158156",
@@ -2054,7 +2007,6 @@
2054
  "ENSG00000158258",
2055
  "ENSG00000158296",
2056
  "ENSG00000158352",
2057
- "ENSG00000158402",
2058
  "ENSG00000158423",
2059
  "ENSG00000158445",
2060
  "ENSG00000158473",
@@ -2065,19 +2017,18 @@
2065
  "ENSG00000158717",
2066
  "ENSG00000158859",
2067
  "ENSG00000158882",
 
2068
  "ENSG00000159063",
2069
  "ENSG00000159082",
2070
  "ENSG00000159111",
2071
- "ENSG00000159131",
2072
  "ENSG00000159176",
2073
  "ENSG00000159200",
 
2074
  "ENSG00000159259",
2075
  "ENSG00000159348",
2076
  "ENSG00000159388",
2077
  "ENSG00000159403",
2078
  "ENSG00000159423",
2079
- "ENSG00000159433",
2080
- "ENSG00000159450",
2081
  "ENSG00000159496",
2082
  "ENSG00000159588",
2083
  "ENSG00000159618",
@@ -2096,8 +2047,10 @@
2096
  "ENSG00000160180",
2097
  "ENSG00000160182",
2098
  "ENSG00000160183",
 
2099
  "ENSG00000160219",
2100
  "ENSG00000160229",
 
2101
  "ENSG00000160255",
2102
  "ENSG00000160307",
2103
  "ENSG00000160323",
@@ -2105,7 +2058,6 @@
2105
  "ENSG00000160352",
2106
  "ENSG00000160360",
2107
  "ENSG00000160392",
2108
- "ENSG00000160408",
2109
  "ENSG00000160410",
2110
  "ENSG00000160593",
2111
  "ENSG00000160703",
@@ -2113,7 +2065,6 @@
2113
  "ENSG00000160791",
2114
  "ENSG00000160801",
2115
  "ENSG00000160862",
2116
- "ENSG00000160868",
2117
  "ENSG00000160917",
2118
  "ENSG00000160957",
2119
  "ENSG00000160961",
@@ -2125,9 +2076,9 @@
2125
  "ENSG00000161270",
2126
  "ENSG00000161277",
2127
  "ENSG00000161381",
2128
- "ENSG00000161509",
2129
  "ENSG00000161513",
2130
  "ENSG00000161551",
 
2131
  "ENSG00000161638",
2132
  "ENSG00000161647",
2133
  "ENSG00000161653",
@@ -2136,13 +2087,12 @@
2136
  "ENSG00000161888",
2137
  "ENSG00000161896",
2138
  "ENSG00000161956",
 
2139
  "ENSG00000162065",
2140
  "ENSG00000162066",
2141
  "ENSG00000162086",
2142
- "ENSG00000162139",
2143
  "ENSG00000162341",
2144
  "ENSG00000162373",
2145
- "ENSG00000162377",
2146
  "ENSG00000162396",
2147
  "ENSG00000162407",
2148
  "ENSG00000162413",
@@ -2161,7 +2111,6 @@
2161
  "ENSG00000162614",
2162
  "ENSG00000162618",
2163
  "ENSG00000162630",
2164
- "ENSG00000162645",
2165
  "ENSG00000162654",
2166
  "ENSG00000162676",
2167
  "ENSG00000162692",
@@ -2180,6 +2129,8 @@
2180
  "ENSG00000162869",
2181
  "ENSG00000162896",
2182
  "ENSG00000162927",
 
 
2183
  "ENSG00000162949",
2184
  "ENSG00000162971",
2185
  "ENSG00000162976",
@@ -2199,6 +2150,7 @@
2199
  "ENSG00000163220",
2200
  "ENSG00000163239",
2201
  "ENSG00000163281",
 
2202
  "ENSG00000163291",
2203
  "ENSG00000163312",
2204
  "ENSG00000163347",
@@ -2216,7 +2168,7 @@
2216
  "ENSG00000163467",
2217
  "ENSG00000163472",
2218
  "ENSG00000163481",
2219
- "ENSG00000163492",
2220
  "ENSG00000163507",
2221
  "ENSG00000163519",
2222
  "ENSG00000163520",
@@ -2227,6 +2179,7 @@
2227
  "ENSG00000163563",
2228
  "ENSG00000163576",
2229
  "ENSG00000163577",
 
2230
  "ENSG00000163596",
2231
  "ENSG00000163599",
2232
  "ENSG00000163600",
@@ -2245,11 +2198,13 @@
2245
  "ENSG00000163795",
2246
  "ENSG00000163798",
2247
  "ENSG00000163808",
 
2248
  "ENSG00000163818",
2249
  "ENSG00000163820",
2250
  "ENSG00000163823",
2251
  "ENSG00000163864",
2252
  "ENSG00000163879",
 
2253
  "ENSG00000163909",
2254
  "ENSG00000163918",
2255
  "ENSG00000163923",
@@ -2262,7 +2217,6 @@
2262
  "ENSG00000164038",
2263
  "ENSG00000164048",
2264
  "ENSG00000164051",
2265
- "ENSG00000164056",
2266
  "ENSG00000164068",
2267
  "ENSG00000164070",
2268
  "ENSG00000164077",
@@ -2274,7 +2228,6 @@
2274
  "ENSG00000164106",
2275
  "ENSG00000164107",
2276
  "ENSG00000164109",
2277
- "ENSG00000164114",
2278
  "ENSG00000164116",
2279
  "ENSG00000164117",
2280
  "ENSG00000164120",
@@ -2286,19 +2239,17 @@
2286
  "ENSG00000164284",
2287
  "ENSG00000164294",
2288
  "ENSG00000164296",
 
2289
  "ENSG00000164304",
2290
  "ENSG00000164306",
2291
  "ENSG00000164309",
2292
- "ENSG00000164330",
2293
  "ENSG00000164332",
2294
  "ENSG00000164338",
2295
  "ENSG00000164344",
2296
  "ENSG00000164366",
2297
  "ENSG00000164379",
2298
- "ENSG00000164398",
2299
  "ENSG00000164404",
2300
  "ENSG00000164411",
2301
- "ENSG00000164430",
2302
  "ENSG00000164484",
2303
  "ENSG00000164530",
2304
  "ENSG00000164532",
@@ -2312,10 +2263,8 @@
2312
  "ENSG00000164687",
2313
  "ENSG00000164690",
2314
  "ENSG00000164692",
2315
- "ENSG00000164707",
2316
  "ENSG00000164741",
2317
  "ENSG00000164742",
2318
- "ENSG00000164751",
2319
  "ENSG00000164761",
2320
  "ENSG00000164764",
2321
  "ENSG00000164794",
@@ -2327,7 +2276,6 @@
2327
  "ENSG00000164929",
2328
  "ENSG00000164930",
2329
  "ENSG00000164949",
2330
- "ENSG00000164951",
2331
  "ENSG00000164953",
2332
  "ENSG00000165028",
2333
  "ENSG00000165029",
@@ -2336,12 +2284,15 @@
2336
  "ENSG00000165072",
2337
  "ENSG00000165091",
2338
  "ENSG00000165092",
 
2339
  "ENSG00000165124",
2340
  "ENSG00000165168",
2341
  "ENSG00000165195",
 
2342
  "ENSG00000165215",
2343
  "ENSG00000165240",
2344
  "ENSG00000165259",
 
2345
  "ENSG00000165271",
2346
  "ENSG00000165379",
2347
  "ENSG00000165409",
@@ -2359,7 +2310,6 @@
2359
  "ENSG00000165660",
2360
  "ENSG00000165702",
2361
  "ENSG00000165730",
2362
- "ENSG00000165752",
2363
  "ENSG00000165757",
2364
  "ENSG00000165795",
2365
  "ENSG00000165810",
@@ -2379,6 +2329,7 @@
2379
  "ENSG00000166133",
2380
  "ENSG00000166135",
2381
  "ENSG00000166147",
 
2382
  "ENSG00000166173",
2383
  "ENSG00000166183",
2384
  "ENSG00000166188",
@@ -2418,9 +2369,7 @@
2418
  "ENSG00000166848",
2419
  "ENSG00000166851",
2420
  "ENSG00000166855",
2421
- "ENSG00000166860",
2422
  "ENSG00000166863",
2423
- "ENSG00000166908",
2424
  "ENSG00000166923",
2425
  "ENSG00000166927",
2426
  "ENSG00000166959",
@@ -2438,14 +2387,12 @@
2438
  "ENSG00000167325",
2439
  "ENSG00000167333",
2440
  "ENSG00000167363",
2441
- "ENSG00000167378",
2442
  "ENSG00000167384",
2443
  "ENSG00000167394",
2444
  "ENSG00000167434",
2445
  "ENSG00000167447",
2446
  "ENSG00000167513",
2447
  "ENSG00000167515",
2448
- "ENSG00000167525",
2449
  "ENSG00000167528",
2450
  "ENSG00000167549",
2451
  "ENSG00000167550",
@@ -2454,9 +2401,6 @@
2454
  "ENSG00000167562",
2455
  "ENSG00000167601",
2456
  "ENSG00000167613",
2457
- "ENSG00000167625",
2458
- "ENSG00000167634",
2459
- "ENSG00000167635",
2460
  "ENSG00000167637",
2461
  "ENSG00000167641",
2462
  "ENSG00000167653",
@@ -2493,6 +2437,7 @@
2493
  "ENSG00000168229",
2494
  "ENSG00000168243",
2495
  "ENSG00000168268",
 
2496
  "ENSG00000168301",
2497
  "ENSG00000168306",
2498
  "ENSG00000168309",
@@ -2507,14 +2452,17 @@
2507
  "ENSG00000168612",
2508
  "ENSG00000168621",
2509
  "ENSG00000168646",
 
2510
  "ENSG00000168661",
2511
  "ENSG00000168672",
2512
  "ENSG00000168679",
2513
  "ENSG00000168685",
 
2514
  "ENSG00000168748",
2515
  "ENSG00000168754",
2516
  "ENSG00000168758",
2517
  "ENSG00000168778",
 
2518
  "ENSG00000168803",
2519
  "ENSG00000168806",
2520
  "ENSG00000168824",
@@ -2523,12 +2471,10 @@
2523
  "ENSG00000168874",
2524
  "ENSG00000168906",
2525
  "ENSG00000168917",
2526
- "ENSG00000168918",
2527
  "ENSG00000168955",
2528
  "ENSG00000168994",
2529
  "ENSG00000169018",
2530
  "ENSG00000169083",
2531
- "ENSG00000169087",
2532
  "ENSG00000169105",
2533
  "ENSG00000169122",
2534
  "ENSG00000169129",
@@ -2548,7 +2494,6 @@
2548
  "ENSG00000169418",
2549
  "ENSG00000169429",
2550
  "ENSG00000169439",
2551
- "ENSG00000169490",
2552
  "ENSG00000169508",
2553
  "ENSG00000169583",
2554
  "ENSG00000169604",
@@ -2565,14 +2510,13 @@
2565
  "ENSG00000169972",
2566
  "ENSG00000169981",
2567
  "ENSG00000169992",
 
2568
  "ENSG00000170011",
2569
  "ENSG00000170037",
2570
  "ENSG00000170100",
2571
  "ENSG00000170185",
2572
  "ENSG00000170222",
2573
- "ENSG00000170234",
2574
  "ENSG00000170236",
2575
- "ENSG00000170260",
2576
  "ENSG00000170264",
2577
  "ENSG00000170271",
2578
  "ENSG00000170312",
@@ -2591,6 +2535,7 @@
2591
  "ENSG00000170558",
2592
  "ENSG00000170571",
2593
  "ENSG00000170619",
 
2594
  "ENSG00000170627",
2595
  "ENSG00000170631",
2596
  "ENSG00000170633",
@@ -2611,6 +2556,7 @@
2611
  "ENSG00000171056",
2612
  "ENSG00000171103",
2613
  "ENSG00000171115",
 
2614
  "ENSG00000171169",
2615
  "ENSG00000171223",
2616
  "ENSG00000171224",
@@ -2623,7 +2569,6 @@
2623
  "ENSG00000171320",
2624
  "ENSG00000171345",
2625
  "ENSG00000171346",
2626
- "ENSG00000171451",
2627
  "ENSG00000171469",
2628
  "ENSG00000171476",
2629
  "ENSG00000171488",
@@ -2631,6 +2576,7 @@
2631
  "ENSG00000171517",
2632
  "ENSG00000171566",
2633
  "ENSG00000171606",
 
2634
  "ENSG00000171631",
2635
  "ENSG00000171649",
2636
  "ENSG00000171659",
@@ -2652,9 +2598,10 @@
2652
  "ENSG00000172037",
2653
  "ENSG00000172116",
2654
  "ENSG00000172123",
 
2655
  "ENSG00000172171",
2656
  "ENSG00000172215",
2657
- "ENSG00000172296",
2658
  "ENSG00000172331",
2659
  "ENSG00000172349",
2660
  "ENSG00000172379",
@@ -2663,7 +2610,6 @@
2663
  "ENSG00000172409",
2664
  "ENSG00000172426",
2665
  "ENSG00000172432",
2666
- "ENSG00000172469",
2667
  "ENSG00000172508",
2668
  "ENSG00000172543",
2669
  "ENSG00000172548",
@@ -2677,13 +2623,16 @@
2677
  "ENSG00000172748",
2678
  "ENSG00000172766",
2679
  "ENSG00000172817",
 
2680
  "ENSG00000172824",
2681
  "ENSG00000172840",
2682
  "ENSG00000172889",
 
2683
  "ENSG00000172935",
2684
  "ENSG00000172943",
2685
  "ENSG00000172992",
2686
  "ENSG00000173011",
 
2687
  "ENSG00000173040",
2688
  "ENSG00000173080",
2689
  "ENSG00000173083",
@@ -2703,7 +2652,9 @@
2703
  "ENSG00000173531",
2704
  "ENSG00000173545",
2705
  "ENSG00000173546",
 
2706
  "ENSG00000173585",
 
2707
  "ENSG00000173698",
2708
  "ENSG00000173706",
2709
  "ENSG00000173805",
@@ -2723,6 +2674,7 @@
2723
  "ENSG00000174099",
2724
  "ENSG00000174123",
2725
  "ENSG00000174125",
 
2726
  "ENSG00000174177",
2727
  "ENSG00000174282",
2728
  "ENSG00000174327",
@@ -2733,7 +2685,6 @@
2733
  "ENSG00000174527",
2734
  "ENSG00000174600",
2735
  "ENSG00000174628",
2736
- "ENSG00000174640",
2737
  "ENSG00000174684",
2738
  "ENSG00000174718",
2739
  "ENSG00000174791",
@@ -2741,6 +2692,7 @@
2741
  "ENSG00000174804",
2742
  "ENSG00000174807",
2743
  "ENSG00000174808",
 
2744
  "ENSG00000174915",
2745
  "ENSG00000174946",
2746
  "ENSG00000174992",
@@ -2754,7 +2706,6 @@
2754
  "ENSG00000175283",
2755
  "ENSG00000175287",
2756
  "ENSG00000175311",
2757
- "ENSG00000175352",
2758
  "ENSG00000175395",
2759
  "ENSG00000175445",
2760
  "ENSG00000175449",
@@ -2778,7 +2729,6 @@
2778
  "ENSG00000175899",
2779
  "ENSG00000175906",
2780
  "ENSG00000175928",
2781
- "ENSG00000175938",
2782
  "ENSG00000175970",
2783
  "ENSG00000176014",
2784
  "ENSG00000176022",
@@ -2788,7 +2738,6 @@
2788
  "ENSG00000176204",
2789
  "ENSG00000176208",
2790
  "ENSG00000176225",
2791
- "ENSG00000176244",
2792
  "ENSG00000176396",
2793
  "ENSG00000176399",
2794
  "ENSG00000176401",
@@ -2812,11 +2761,9 @@
2812
  "ENSG00000177272",
2813
  "ENSG00000177302",
2814
  "ENSG00000177337",
2815
- "ENSG00000177363",
2816
  "ENSG00000177370",
2817
  "ENSG00000177374",
2818
  "ENSG00000177383",
2819
- "ENSG00000177406",
2820
  "ENSG00000177427",
2821
  "ENSG00000177432",
2822
  "ENSG00000177453",
@@ -2828,7 +2775,6 @@
2828
  "ENSG00000177575",
2829
  "ENSG00000177613",
2830
  "ENSG00000177688",
2831
- "ENSG00000177692",
2832
  "ENSG00000177721",
2833
  "ENSG00000177732",
2834
  "ENSG00000177842",
@@ -2839,7 +2785,7 @@
2839
  "ENSG00000177946",
2840
  "ENSG00000177963",
2841
  "ENSG00000177981",
2842
- "ENSG00000178026",
2843
  "ENSG00000178053",
2844
  "ENSG00000178163",
2845
  "ENSG00000178202",
@@ -2850,7 +2796,6 @@
2850
  "ENSG00000178301",
2851
  "ENSG00000178338",
2852
  "ENSG00000178343",
2853
- "ENSG00000178401",
2854
  "ENSG00000178460",
2855
  "ENSG00000178462",
2856
  "ENSG00000178498",
@@ -2861,9 +2806,9 @@
2861
  "ENSG00000178700",
2862
  "ENSG00000178726",
2863
  "ENSG00000178750",
2864
- "ENSG00000178761",
2865
  "ENSG00000178860",
2866
  "ENSG00000178878",
 
2867
  "ENSG00000178971",
2868
  "ENSG00000178977",
2869
  "ENSG00000178988",
@@ -2885,7 +2830,6 @@
2885
  "ENSG00000179627",
2886
  "ENSG00000179630",
2887
  "ENSG00000179674",
2888
- "ENSG00000179750",
2889
  "ENSG00000179776",
2890
  "ENSG00000179841",
2891
  "ENSG00000179859",
@@ -2895,7 +2839,6 @@
2895
  "ENSG00000179915",
2896
  "ENSG00000179941",
2897
  "ENSG00000179965",
2898
- "ENSG00000179981",
2899
  "ENSG00000179988",
2900
  "ENSG00000180061",
2901
  "ENSG00000180089",
@@ -2907,14 +2850,12 @@
2907
  "ENSG00000180423",
2908
  "ENSG00000180425",
2909
  "ENSG00000180447",
2910
- "ENSG00000180448",
2911
  "ENSG00000180543",
2912
  "ENSG00000180644",
2913
  "ENSG00000180787",
2914
  "ENSG00000180855",
2915
  "ENSG00000180879",
2916
  "ENSG00000180881",
2917
- "ENSG00000180917",
2918
  "ENSG00000181004",
2919
  "ENSG00000181007",
2920
  "ENSG00000181045",
@@ -2925,23 +2866,24 @@
2925
  "ENSG00000181264",
2926
  "ENSG00000181350",
2927
  "ENSG00000181374",
 
2928
  "ENSG00000181444",
2929
- "ENSG00000181449",
2930
  "ENSG00000181450",
2931
  "ENSG00000181458",
2932
  "ENSG00000181467",
2933
  "ENSG00000181472",
2934
  "ENSG00000181481",
 
2935
  "ENSG00000181619",
2936
  "ENSG00000181626",
2937
  "ENSG00000181634",
 
2938
  "ENSG00000181666",
2939
  "ENSG00000181751",
2940
  "ENSG00000181847",
2941
  "ENSG00000181852",
2942
  "ENSG00000181873",
2943
  "ENSG00000181896",
2944
- "ENSG00000181904",
2945
  "ENSG00000181915",
2946
  "ENSG00000181938",
2947
  "ENSG00000181982",
@@ -2979,12 +2921,9 @@
2979
  "ENSG00000182810",
2980
  "ENSG00000182836",
2981
  "ENSG00000182866",
2982
- "ENSG00000182902",
2983
  "ENSG00000182916",
2984
- "ENSG00000182952",
2985
- "ENSG00000182963",
2986
  "ENSG00000182973",
2987
- "ENSG00000182983",
2988
  "ENSG00000182986",
2989
  "ENSG00000182993",
2990
  "ENSG00000183034",
@@ -3005,20 +2944,19 @@
3005
  "ENSG00000183476",
3006
  "ENSG00000183542",
3007
  "ENSG00000183549",
3008
- "ENSG00000183569",
3009
  "ENSG00000183578",
3010
  "ENSG00000183597",
3011
- "ENSG00000183621",
3012
  "ENSG00000183628",
3013
  "ENSG00000183655",
3014
  "ENSG00000183665",
3015
- "ENSG00000183722",
3016
  "ENSG00000183751",
3017
  "ENSG00000183765",
3018
  "ENSG00000183775",
3019
  "ENSG00000183801",
3020
  "ENSG00000183813",
3021
  "ENSG00000183814",
 
3022
  "ENSG00000183856",
3023
  "ENSG00000183914",
3024
  "ENSG00000183918",
@@ -3061,7 +2999,6 @@
3061
  "ENSG00000184786",
3062
  "ENSG00000184788",
3063
  "ENSG00000184809",
3064
- "ENSG00000184857",
3065
  "ENSG00000184860",
3066
  "ENSG00000184867",
3067
  "ENSG00000184898",
@@ -3069,8 +3006,8 @@
3069
  "ENSG00000184925",
3070
  "ENSG00000184939",
3071
  "ENSG00000184956",
3072
- "ENSG00000184967",
3073
  "ENSG00000184979",
 
3074
  "ENSG00000185049",
3075
  "ENSG00000185065",
3076
  "ENSG00000185070",
@@ -3079,7 +3016,6 @@
3079
  "ENSG00000185130",
3080
  "ENSG00000185215",
3081
  "ENSG00000185220",
3082
- "ENSG00000185246",
3083
  "ENSG00000185250",
3084
  "ENSG00000185252",
3085
  "ENSG00000185272",
@@ -3097,7 +3033,6 @@
3097
  "ENSG00000185585",
3098
  "ENSG00000185614",
3099
  "ENSG00000185621",
3100
- "ENSG00000185633",
3101
  "ENSG00000185634",
3102
  "ENSG00000185652",
3103
  "ENSG00000185669",
@@ -3106,6 +3041,7 @@
3106
  "ENSG00000185761",
3107
  "ENSG00000185798",
3108
  "ENSG00000185862",
 
3109
  "ENSG00000185880",
3110
  "ENSG00000185900",
3111
  "ENSG00000185909",
@@ -3123,13 +3059,13 @@
3123
  "ENSG00000186141",
3124
  "ENSG00000186188",
3125
  "ENSG00000186193",
3126
- "ENSG00000186265",
3127
  "ENSG00000186272",
3128
  "ENSG00000186281",
3129
  "ENSG00000186283",
 
3130
  "ENSG00000186364",
3131
  "ENSG00000186409",
3132
- "ENSG00000186416",
3133
  "ENSG00000186487",
3134
  "ENSG00000186496",
3135
  "ENSG00000186517",
@@ -3144,22 +3080,23 @@
3144
  "ENSG00000186812",
3145
  "ENSG00000186818",
3146
  "ENSG00000186994",
 
3147
  "ENSG00000187098",
3148
  "ENSG00000187122",
3149
  "ENSG00000187123",
3150
  "ENSG00000187134",
3151
  "ENSG00000187151",
 
3152
  "ENSG00000187187",
3153
  "ENSG00000187189",
3154
  "ENSG00000187240",
 
3155
  "ENSG00000187266",
3156
  "ENSG00000187288",
3157
  "ENSG00000187325",
3158
  "ENSG00000187498",
3159
- "ENSG00000187510",
3160
  "ENSG00000187535",
3161
  "ENSG00000187554",
3162
- "ENSG00000187601",
3163
  "ENSG00000187607",
3164
  "ENSG00000187626",
3165
  "ENSG00000187650",
@@ -3170,27 +3107,27 @@
3170
  "ENSG00000187775",
3171
  "ENSG00000187790",
3172
  "ENSG00000187792",
3173
- "ENSG00000187800",
3174
  "ENSG00000187815",
3175
  "ENSG00000187860",
 
3176
  "ENSG00000187908",
3177
  "ENSG00000187950",
3178
  "ENSG00000187955",
3179
  "ENSG00000187961",
3180
- "ENSG00000187987",
3181
  "ENSG00000188001",
3182
  "ENSG00000188021",
3183
  "ENSG00000188042",
3184
  "ENSG00000188060",
3185
  "ENSG00000188070",
3186
  "ENSG00000188167",
 
3187
  "ENSG00000188175",
3188
  "ENSG00000188185",
3189
  "ENSG00000188211",
3190
  "ENSG00000188215",
3191
  "ENSG00000188227",
3192
  "ENSG00000188257",
3193
- "ENSG00000188283",
3194
  "ENSG00000188315",
3195
  "ENSG00000188321",
3196
  "ENSG00000188343",
@@ -3201,6 +3138,7 @@
3201
  "ENSG00000188493",
3202
  "ENSG00000188511",
3203
  "ENSG00000188549",
 
3204
  "ENSG00000188636",
3205
  "ENSG00000188643",
3206
  "ENSG00000188659",
@@ -3216,7 +3154,6 @@
3216
  "ENSG00000188868",
3217
  "ENSG00000188878",
3218
  "ENSG00000188886",
3219
- "ENSG00000188916",
3220
  "ENSG00000188917",
3221
  "ENSG00000188993",
3222
  "ENSG00000188997",
@@ -3225,7 +3162,6 @@
3225
  "ENSG00000189057",
3226
  "ENSG00000189058",
3227
  "ENSG00000189067",
3228
- "ENSG00000189120",
3229
  "ENSG00000189143",
3230
  "ENSG00000189157",
3231
  "ENSG00000189164",
@@ -3238,7 +3174,6 @@
3238
  "ENSG00000189350",
3239
  "ENSG00000189369",
3240
  "ENSG00000189420",
3241
- "ENSG00000196074",
3242
  "ENSG00000196091",
3243
  "ENSG00000196118",
3244
  "ENSG00000196123",
@@ -3248,29 +3183,30 @@
3248
  "ENSG00000196159",
3249
  "ENSG00000196166",
3250
  "ENSG00000196188",
 
3251
  "ENSG00000196214",
3252
  "ENSG00000196227",
3253
  "ENSG00000196335",
3254
  "ENSG00000196338",
3255
  "ENSG00000196365",
 
 
3256
  "ENSG00000196376",
3257
  "ENSG00000196378",
3258
  "ENSG00000196388",
3259
  "ENSG00000196411",
3260
- "ENSG00000196417",
3261
  "ENSG00000196421",
3262
  "ENSG00000196422",
3263
  "ENSG00000196466",
3264
  "ENSG00000196476",
3265
  "ENSG00000196557",
3266
  "ENSG00000196569",
 
3267
  "ENSG00000196616",
3268
  "ENSG00000196646",
3269
  "ENSG00000196653",
3270
  "ENSG00000196663",
3271
  "ENSG00000196670",
3272
- "ENSG00000196700",
3273
- "ENSG00000196705",
3274
  "ENSG00000196739",
3275
  "ENSG00000196741",
3276
  "ENSG00000196747",
@@ -3284,10 +3220,8 @@
3284
  "ENSG00000196923",
3285
  "ENSG00000196943",
3286
  "ENSG00000196967",
3287
- "ENSG00000196968",
3288
  "ENSG00000196981",
3289
  "ENSG00000197037",
3290
- "ENSG00000197044",
3291
  "ENSG00000197050",
3292
  "ENSG00000197054",
3293
  "ENSG00000197057",
@@ -3298,22 +3232,22 @@
3298
  "ENSG00000197134",
3299
  "ENSG00000197140",
3300
  "ENSG00000197162",
3301
- "ENSG00000197180",
3302
  "ENSG00000197249",
3303
  "ENSG00000197256",
 
3304
  "ENSG00000197275",
3305
  "ENSG00000197279",
3306
  "ENSG00000197291",
3307
- "ENSG00000197301",
3308
  "ENSG00000197363",
3309
  "ENSG00000197372",
3310
- "ENSG00000197406",
3311
  "ENSG00000197415",
3312
  "ENSG00000197417",
3313
  "ENSG00000197471",
3314
  "ENSG00000197497",
3315
  "ENSG00000197520",
3316
  "ENSG00000197540",
 
3317
  "ENSG00000197561",
3318
  "ENSG00000197566",
3319
  "ENSG00000197579",
@@ -3332,23 +3266,22 @@
3332
  "ENSG00000197766",
3333
  "ENSG00000197771",
3334
  "ENSG00000197779",
3335
- "ENSG00000197798",
3336
  "ENSG00000197841",
3337
  "ENSG00000197859",
3338
  "ENSG00000197860",
3339
  "ENSG00000197880",
3340
  "ENSG00000197885",
3341
- "ENSG00000197933",
3342
  "ENSG00000197937",
3343
  "ENSG00000197943",
3344
  "ENSG00000197951",
3345
  "ENSG00000198000",
3346
  "ENSG00000198010",
3347
- "ENSG00000198026",
3348
  "ENSG00000198046",
 
3349
  "ENSG00000198121",
3350
  "ENSG00000198125",
3351
  "ENSG00000198131",
 
3352
  "ENSG00000198205",
3353
  "ENSG00000198208",
3354
  "ENSG00000198246",
@@ -3367,14 +3300,12 @@
3367
  "ENSG00000198522",
3368
  "ENSG00000198523",
3369
  "ENSG00000198538",
3370
- "ENSG00000198542",
3371
  "ENSG00000198554",
3372
  "ENSG00000198576",
3373
  "ENSG00000198598",
3374
  "ENSG00000198642",
3375
  "ENSG00000198689",
3376
  "ENSG00000198712",
3377
- "ENSG00000198715",
3378
  "ENSG00000198718",
3379
  "ENSG00000198727",
3380
  "ENSG00000198732",
@@ -3390,9 +3321,7 @@
3390
  "ENSG00000198826",
3391
  "ENSG00000198830",
3392
  "ENSG00000198837",
3393
- "ENSG00000198855",
3394
  "ENSG00000198860",
3395
- "ENSG00000198870",
3396
  "ENSG00000198876",
3397
  "ENSG00000198885",
3398
  "ENSG00000198886",
@@ -3400,7 +3329,6 @@
3400
  "ENSG00000198890",
3401
  "ENSG00000198892",
3402
  "ENSG00000198899",
3403
- "ENSG00000198920",
3404
  "ENSG00000198924",
3405
  "ENSG00000198932",
3406
  "ENSG00000198933",
@@ -3408,9 +3336,11 @@
3408
  "ENSG00000198939",
3409
  "ENSG00000198954",
3410
  "ENSG00000198959",
 
3411
  "ENSG00000203706",
3412
  "ENSG00000203747",
3413
  "ENSG00000203778",
 
3414
  "ENSG00000203930",
3415
  "ENSG00000204086",
3416
  "ENSG00000204131",
@@ -3418,7 +3348,6 @@
3418
  "ENSG00000204161",
3419
  "ENSG00000204175",
3420
  "ENSG00000204209",
3421
- "ENSG00000204237",
3422
  "ENSG00000204262",
3423
  "ENSG00000204287",
3424
  "ENSG00000204301",
@@ -3430,18 +3359,16 @@
3430
  "ENSG00000204381",
3431
  "ENSG00000204389",
3432
  "ENSG00000204390",
3433
- "ENSG00000204394",
3434
- "ENSG00000204420",
3435
  "ENSG00000204421",
3436
  "ENSG00000204442",
3437
  "ENSG00000204514",
3438
  "ENSG00000204516",
3439
  "ENSG00000204519",
3440
  "ENSG00000204540",
 
3441
  "ENSG00000204592",
3442
  "ENSG00000204599",
3443
  "ENSG00000204713",
3444
- "ENSG00000204815",
3445
  "ENSG00000204856",
3446
  "ENSG00000204899",
3447
  "ENSG00000204936",
@@ -3453,12 +3380,14 @@
3453
  "ENSG00000205181",
3454
  "ENSG00000205208",
3455
  "ENSG00000205221",
 
3456
  "ENSG00000205362",
3457
  "ENSG00000205413",
3458
  "ENSG00000205436",
3459
  "ENSG00000205502",
3460
  "ENSG00000205542",
3461
  "ENSG00000205559",
 
3462
  "ENSG00000205643",
3463
  "ENSG00000205659",
3464
  "ENSG00000205710",
@@ -3476,10 +3405,6 @@
3476
  "ENSG00000211445",
3477
  "ENSG00000211460",
3478
  "ENSG00000211584",
3479
- "ENSG00000211677",
3480
- "ENSG00000211679",
3481
- "ENSG00000211829",
3482
- "ENSG00000212719",
3483
  "ENSG00000212747",
3484
  "ENSG00000212864",
3485
  "ENSG00000213020",
@@ -3488,10 +3413,9 @@
3488
  "ENSG00000213185",
3489
  "ENSG00000213190",
3490
  "ENSG00000213203",
3491
- "ENSG00000213316",
3492
  "ENSG00000213398",
 
3493
  "ENSG00000213533",
3494
- "ENSG00000213588",
3495
  "ENSG00000213626",
3496
  "ENSG00000213638",
3497
  "ENSG00000213658",
@@ -3500,19 +3424,19 @@
3500
  "ENSG00000213762",
3501
  "ENSG00000213799",
3502
  "ENSG00000213901",
3503
- "ENSG00000213988",
3504
  "ENSG00000213996",
3505
  "ENSG00000214013",
3506
  "ENSG00000214106",
3507
  "ENSG00000214146",
3508
  "ENSG00000214290",
3509
- "ENSG00000214309",
3510
  "ENSG00000214367",
3511
  "ENSG00000214456",
3512
  "ENSG00000214548",
3513
  "ENSG00000214595",
3514
  "ENSG00000214842",
3515
- "ENSG00000214944",
 
3516
  "ENSG00000215018",
3517
  "ENSG00000215068",
3518
  "ENSG00000215218",
@@ -3526,19 +3450,20 @@
3526
  "ENSG00000218357",
3527
  "ENSG00000221829",
3528
  "ENSG00000221838",
 
3529
  "ENSG00000221890",
3530
  "ENSG00000221916",
3531
  "ENSG00000221923",
3532
  "ENSG00000221944",
3533
  "ENSG00000221949",
3534
  "ENSG00000221955",
3535
- "ENSG00000221988",
3536
  "ENSG00000223501",
 
3537
  "ENSG00000223546",
3538
  "ENSG00000223573",
3539
  "ENSG00000223734",
3540
  "ENSG00000223855",
3541
- "ENSG00000223865",
3542
  "ENSG00000223882",
3543
  "ENSG00000223960",
3544
  "ENSG00000224046",
@@ -3549,17 +3474,17 @@
3549
  "ENSG00000224429",
3550
  "ENSG00000224509",
3551
  "ENSG00000224536",
 
3552
  "ENSG00000224660",
 
3553
  "ENSG00000224790",
3554
  "ENSG00000224897",
3555
- "ENSG00000224934",
3556
- "ENSG00000224977",
3557
  "ENSG00000225177",
3558
  "ENSG00000225265",
3559
- "ENSG00000225269",
3560
  "ENSG00000225361",
3561
  "ENSG00000225439",
3562
- "ENSG00000225611",
3563
  "ENSG00000225746",
3564
  "ENSG00000225828",
3565
  "ENSG00000225830",
@@ -3567,7 +3492,6 @@
3567
  "ENSG00000225891",
3568
  "ENSG00000226200",
3569
  "ENSG00000226251",
3570
- "ENSG00000226445",
3571
  "ENSG00000226476",
3572
  "ENSG00000226711",
3573
  "ENSG00000226833",
@@ -3575,17 +3499,21 @@
3575
  "ENSG00000227051",
3576
  "ENSG00000227124",
3577
  "ENSG00000227268",
3578
- "ENSG00000227403",
3579
  "ENSG00000227409",
3580
  "ENSG00000227502",
3581
  "ENSG00000227507",
3582
  "ENSG00000227533",
 
3583
  "ENSG00000227630",
3584
  "ENSG00000227702",
3585
- "ENSG00000228013",
3586
- "ENSG00000228060",
3587
- "ENSG00000228109",
 
 
3588
  "ENSG00000228242",
 
 
3589
  "ENSG00000228486",
3590
  "ENSG00000228506",
3591
  "ENSG00000228824",
@@ -3596,18 +3524,20 @@
3596
  "ENSG00000229056",
3597
  "ENSG00000229111",
3598
  "ENSG00000229124",
 
 
3599
  "ENSG00000229236",
3600
  "ENSG00000229334",
3601
  "ENSG00000229474",
3602
  "ENSG00000229539",
3603
  "ENSG00000229619",
 
3604
  "ENSG00000229891",
3605
- "ENSG00000229893",
3606
  "ENSG00000230013",
 
3607
  "ENSG00000230091",
3608
  "ENSG00000230438",
3609
- "ENSG00000230513",
3610
- "ENSG00000230533",
3611
  "ENSG00000230555",
3612
  "ENSG00000230561",
3613
  "ENSG00000230630",
@@ -3623,10 +3553,12 @@
3623
  "ENSG00000231389",
3624
  "ENSG00000231407",
3625
  "ENSG00000231473",
 
3626
  "ENSG00000231890",
3627
  "ENSG00000232046",
3628
- "ENSG00000232098",
3629
  "ENSG00000232104",
 
 
3630
  "ENSG00000232613",
3631
  "ENSG00000232618",
3632
  "ENSG00000232645",
@@ -3634,21 +3566,21 @@
3634
  "ENSG00000232810",
3635
  "ENSG00000232859",
3636
  "ENSG00000232912",
3637
- "ENSG00000232940",
3638
  "ENSG00000233058",
3639
  "ENSG00000233117",
 
3640
  "ENSG00000233308",
3641
- "ENSG00000233334",
3642
  "ENSG00000233355",
3643
  "ENSG00000233436",
3644
  "ENSG00000233554",
 
3645
  "ENSG00000233654",
3646
  "ENSG00000233730",
 
3647
  "ENSG00000233791",
3648
  "ENSG00000234072",
3649
  "ENSG00000234155",
3650
  "ENSG00000234171",
3651
- "ENSG00000234184",
3652
  "ENSG00000234444",
3653
  "ENSG00000234465",
3654
  "ENSG00000234494",
@@ -3658,54 +3590,57 @@
3658
  "ENSG00000234707",
3659
  "ENSG00000234719",
3660
  "ENSG00000234883",
3661
- "ENSG00000234956",
3662
- "ENSG00000234997",
3663
  "ENSG00000235016",
3664
  "ENSG00000235026",
3665
  "ENSG00000235033",
3666
- "ENSG00000235092",
3667
  "ENSG00000235106",
3668
  "ENSG00000235169",
3669
  "ENSG00000235173",
3670
  "ENSG00000235314",
3671
  "ENSG00000235366",
 
3672
  "ENSG00000235527",
3673
  "ENSG00000235560",
3674
  "ENSG00000235703",
3675
  "ENSG00000235706",
3676
  "ENSG00000235724",
3677
  "ENSG00000235740",
 
3678
  "ENSG00000235865",
3679
  "ENSG00000235947",
3680
  "ENSG00000236137",
 
 
3681
  "ENSG00000236423",
3682
  "ENSG00000236617",
3683
  "ENSG00000236682",
3684
  "ENSG00000236914",
3685
  "ENSG00000236915",
 
3686
  "ENSG00000237036",
 
3687
  "ENSG00000237181",
3688
  "ENSG00000237232",
3689
  "ENSG00000237298",
3690
  "ENSG00000237310",
 
3691
  "ENSG00000237440",
 
3692
  "ENSG00000237515",
3693
  "ENSG00000237753",
 
3694
  "ENSG00000237949",
3695
  "ENSG00000237989",
3696
  "ENSG00000238058",
3697
  "ENSG00000238113",
3698
  "ENSG00000238120",
3699
  "ENSG00000238121",
3700
- "ENSG00000238164",
3701
  "ENSG00000238197",
3702
  "ENSG00000238227",
3703
- "ENSG00000239636",
3704
- "ENSG00000239705",
3705
  "ENSG00000239713",
3706
  "ENSG00000239779",
3707
  "ENSG00000240038",
3708
- "ENSG00000240053",
3709
  "ENSG00000240184",
3710
  "ENSG00000240204",
3711
  "ENSG00000240288",
@@ -3713,6 +3648,7 @@
3713
  "ENSG00000240857",
3714
  "ENSG00000240891",
3715
  "ENSG00000241163",
 
3716
  "ENSG00000241484",
3717
  "ENSG00000241544",
3718
  "ENSG00000241560",
@@ -3721,23 +3657,26 @@
3721
  "ENSG00000241839",
3722
  "ENSG00000241852",
3723
  "ENSG00000241933",
3724
- "ENSG00000241956",
3725
  "ENSG00000242110",
3726
  "ENSG00000242732",
3727
  "ENSG00000243150",
3728
  "ENSG00000243244",
3729
- "ENSG00000243649",
 
3730
  "ENSG00000243766",
3731
  "ENSG00000243811",
3732
  "ENSG00000243943",
3733
- "ENSG00000244005",
3734
  "ENSG00000244041",
3735
  "ENSG00000244265",
3736
- "ENSG00000244405",
 
3737
  "ENSG00000244509",
3738
  "ENSG00000244558",
3739
  "ENSG00000244968",
 
 
3740
  "ENSG00000245149",
 
3741
  "ENSG00000245164",
3742
  "ENSG00000245275",
3743
  "ENSG00000245281",
@@ -3754,87 +3693,88 @@
3754
  "ENSG00000245694",
3755
  "ENSG00000245812",
3756
  "ENSG00000246089",
3757
- "ENSG00000246214",
3758
  "ENSG00000246228",
 
3759
  "ENSG00000246334",
3760
  "ENSG00000246740",
3761
  "ENSG00000246763",
3762
  "ENSG00000246859",
3763
  "ENSG00000246889",
3764
- "ENSG00000247077",
3765
  "ENSG00000247081",
3766
  "ENSG00000247092",
3767
  "ENSG00000247095",
3768
- "ENSG00000247151",
3769
  "ENSG00000247363",
3770
  "ENSG00000247400",
3771
- "ENSG00000247624",
3772
  "ENSG00000247626",
3773
  "ENSG00000247746",
3774
  "ENSG00000247796",
3775
  "ENSG00000247877",
3776
  "ENSG00000247950",
3777
  "ENSG00000248008",
 
3778
  "ENSG00000248174",
3779
  "ENSG00000248323",
3780
- "ENSG00000248429",
3781
  "ENSG00000248441",
3782
  "ENSG00000248464",
3783
  "ENSG00000248473",
 
3784
  "ENSG00000248866",
3785
- "ENSG00000248874",
3786
  "ENSG00000248925",
3787
- "ENSG00000249087",
3788
  "ENSG00000249115",
3789
- "ENSG00000249241",
3790
  "ENSG00000249249",
3791
  "ENSG00000249307",
 
3792
  "ENSG00000249471",
3793
  "ENSG00000249572",
3794
  "ENSG00000249669",
3795
  "ENSG00000249673",
 
3796
  "ENSG00000249816",
3797
  "ENSG00000249825",
 
3798
  "ENSG00000250159",
3799
  "ENSG00000250365",
3800
  "ENSG00000250565",
3801
- "ENSG00000250742",
3802
  "ENSG00000251015",
3803
  "ENSG00000251072",
3804
  "ENSG00000251075",
 
3805
  "ENSG00000251141",
3806
  "ENSG00000251369",
 
3807
  "ENSG00000251562",
3808
  "ENSG00000251637",
 
3809
  "ENSG00000253250",
3810
  "ENSG00000253276",
3811
  "ENSG00000253368",
3812
- "ENSG00000253395",
3813
- "ENSG00000253513",
3814
  "ENSG00000253549",
3815
  "ENSG00000253552",
3816
- "ENSG00000253598",
3817
  "ENSG00000253633",
3818
- "ENSG00000253716",
3819
  "ENSG00000253719",
3820
  "ENSG00000253846",
3821
  "ENSG00000254004",
3822
  "ENSG00000254109",
 
3823
  "ENSG00000254470",
 
 
 
3824
  "ENSG00000254858",
3825
  "ENSG00000254860",
3826
  "ENSG00000255052",
3827
  "ENSG00000255153",
3828
- "ENSG00000255236",
3829
  "ENSG00000255284",
3830
  "ENSG00000255423",
3831
  "ENSG00000255559",
3832
  "ENSG00000255561",
3833
  "ENSG00000255867",
3834
  "ENSG00000255874",
 
3835
  "ENSG00000256039",
3836
  "ENSG00000256087",
3837
- "ENSG00000256120",
3838
  "ENSG00000256193",
3839
  "ENSG00000256223",
3840
  "ENSG00000256235",
@@ -3845,164 +3785,225 @@
3845
  "ENSG00000256806",
3846
  "ENSG00000257093",
3847
  "ENSG00000257097",
 
 
 
 
3848
  "ENSG00000257335",
3849
  "ENSG00000257433",
3850
  "ENSG00000257702",
3851
- "ENSG00000257839",
3852
  "ENSG00000257913",
3853
- "ENSG00000258136",
3854
  "ENSG00000258474",
3855
  "ENSG00000258498",
3856
  "ENSG00000258537",
 
3857
  "ENSG00000258655",
3858
  "ENSG00000258730",
3859
  "ENSG00000258738",
 
3860
  "ENSG00000258791",
 
3861
  "ENSG00000258940",
3862
  "ENSG00000258947",
 
 
3863
  "ENSG00000259291",
3864
  "ENSG00000259330",
 
3865
  "ENSG00000259349",
 
3866
  "ENSG00000259438",
3867
- "ENSG00000259459",
3868
  "ENSG00000259577",
3869
  "ENSG00000259687",
 
3870
  "ENSG00000259772",
3871
  "ENSG00000259802",
3872
  "ENSG00000259818",
 
3873
  "ENSG00000259826",
3874
- "ENSG00000259867",
3875
  "ENSG00000259883",
 
3876
  "ENSG00000259943",
 
 
3877
  "ENSG00000260018",
 
3878
  "ENSG00000260219",
3879
- "ENSG00000260236",
 
3880
  "ENSG00000260278",
3881
  "ENSG00000260314",
3882
  "ENSG00000260329",
 
3883
  "ENSG00000260475",
3884
  "ENSG00000260493",
 
 
3885
  "ENSG00000260572",
3886
- "ENSG00000260778",
3887
  "ENSG00000260790",
 
3888
  "ENSG00000260806",
3889
  "ENSG00000260852",
3890
  "ENSG00000260898",
 
 
3891
  "ENSG00000260942",
 
3892
  "ENSG00000261087",
 
3893
  "ENSG00000261150",
3894
  "ENSG00000261173",
3895
  "ENSG00000261220",
 
3896
  "ENSG00000261302",
3897
  "ENSG00000261326",
3898
  "ENSG00000261360",
3899
  "ENSG00000261366",
3900
  "ENSG00000261371",
3901
  "ENSG00000261416",
3902
- "ENSG00000261437",
3903
  "ENSG00000261485",
3904
- "ENSG00000261488",
3905
  "ENSG00000261644",
 
 
3906
  "ENSG00000262155",
3907
  "ENSG00000262468",
 
3908
  "ENSG00000262728",
 
3909
  "ENSG00000262919",
3910
  "ENSG00000263002",
3911
  "ENSG00000263072",
 
3912
  "ENSG00000263465",
 
 
3913
  "ENSG00000263884",
 
3914
  "ENSG00000264235",
3915
  "ENSG00000264247",
3916
- "ENSG00000264964",
 
 
3917
  "ENSG00000265458",
3918
  "ENSG00000265666",
3919
- "ENSG00000265688",
3920
- "ENSG00000265752",
3921
  "ENSG00000266028",
3922
  "ENSG00000266094",
3923
  "ENSG00000266256",
3924
  "ENSG00000266258",
 
3925
  "ENSG00000266835",
3926
  "ENSG00000266904",
3927
  "ENSG00000266962",
3928
  "ENSG00000267064",
3929
  "ENSG00000267147",
3930
  "ENSG00000267191",
 
3931
  "ENSG00000267296",
 
3932
  "ENSG00000267365",
3933
  "ENSG00000267416",
3934
  "ENSG00000267498",
3935
- "ENSG00000267534",
3936
  "ENSG00000267680",
3937
- "ENSG00000267710",
3938
  "ENSG00000267796",
3939
  "ENSG00000267871",
 
 
3940
  "ENSG00000268001",
3941
  "ENSG00000268006",
3942
- "ENSG00000269086",
 
 
 
3943
  "ENSG00000269113",
3944
  "ENSG00000269190",
 
3945
  "ENSG00000269220",
3946
  "ENSG00000269313",
3947
  "ENSG00000269343",
3948
  "ENSG00000269696",
3949
  "ENSG00000269929",
 
3950
  "ENSG00000270006",
3951
- "ENSG00000270164",
 
3952
  "ENSG00000270177",
 
 
3953
  "ENSG00000270362",
3954
  "ENSG00000270419",
 
 
 
 
 
3955
  "ENSG00000270959",
 
3956
  "ENSG00000271122",
3957
- "ENSG00000271503",
3958
  "ENSG00000271601",
3959
  "ENSG00000271605",
 
 
 
 
 
 
 
3960
  "ENSG00000271991",
 
3961
  "ENSG00000272138",
3962
  "ENSG00000272145",
3963
  "ENSG00000272189",
 
3964
  "ENSG00000272333",
 
 
 
 
3965
  "ENSG00000272398",
3966
  "ENSG00000272462",
 
 
3967
  "ENSG00000272568",
 
 
3968
  "ENSG00000272663",
3969
  "ENSG00000272686",
3970
  "ENSG00000272716",
 
 
3971
  "ENSG00000272853",
 
3972
  "ENSG00000272894",
 
 
3973
  "ENSG00000273015",
3974
- "ENSG00000273062",
 
 
 
3975
  "ENSG00000273142",
3976
- "ENSG00000273148",
 
 
 
 
3977
  "ENSG00000273382",
3978
- "ENSG00000273820",
3979
- "ENSG00000274180",
3980
- "ENSG00000274211",
3981
  "ENSG00000274349",
3982
- "ENSG00000274750",
3983
- "ENSG00000275004",
3984
- "ENSG00000275302",
3985
- "ENSG00000275395",
3986
- "ENSG00000275835",
3987
- "ENSG00000276023",
3988
  "ENSG00000276045",
3989
- "ENSG00000276293",
3990
- "ENSG00000277449",
3991
- "ENSG00000277632",
3992
- "ENSG00000278053",
3993
  "ENSG00000278129",
3994
- "ENSG00000278619",
3995
- "ENSG00000278768",
3996
- "ENSG00000280213",
3997
  "ENSG00000280670",
3998
- "ENSG00000280927",
3999
- "ENSG00000281501",
4000
- "ENSG00000281649",
4001
  "ENSG00000290292",
4002
  "ENSG00000291237"
4003
  ],
4004
  "label_categories": [
4005
  "B cell",
 
4006
  "CD4-positive, alpha-beta T cell",
4007
  "CD8-positive, alpha-beta T cell",
4008
  "colon endothelial cell",
 
6
  "ENSG00000001617",
7
  "ENSG00000002587",
8
  "ENSG00000002919",
9
+ "ENSG00000003137",
10
  "ENSG00000003393",
11
  "ENSG00000003436",
12
  "ENSG00000003509",
 
14
  "ENSG00000003989",
15
  "ENSG00000004139",
16
  "ENSG00000004142",
17
+ "ENSG00000004700",
18
  "ENSG00000004799",
19
  "ENSG00000004975",
20
  "ENSG00000005073",
 
21
  "ENSG00000005187",
22
  "ENSG00000005189",
23
  "ENSG00000005194",
 
34
  "ENSG00000006530",
35
  "ENSG00000006534",
36
  "ENSG00000006576",
 
37
  "ENSG00000007038",
38
+ "ENSG00000007171",
39
  "ENSG00000007216",
40
  "ENSG00000007264",
 
 
41
  "ENSG00000008394",
42
  "ENSG00000008513",
43
  "ENSG00000008838",
 
47
  "ENSG00000010292",
48
  "ENSG00000010322",
49
  "ENSG00000010327",
50
+ "ENSG00000010361",
51
  "ENSG00000010539",
52
  "ENSG00000010610",
53
  "ENSG00000010671",
 
67
  "ENSG00000012817",
68
  "ENSG00000013016",
69
  "ENSG00000013288",
 
70
  "ENSG00000013392",
71
  "ENSG00000013523",
72
  "ENSG00000013573",
 
77
  "ENSG00000014257",
78
  "ENSG00000014919",
79
  "ENSG00000015413",
80
+ "ENSG00000015479",
81
  "ENSG00000015532",
82
  "ENSG00000016082",
83
  "ENSG00000016402",
84
+ "ENSG00000016490",
85
  "ENSG00000016602",
86
  "ENSG00000016864",
87
  "ENSG00000017483",
88
  "ENSG00000018280",
89
  "ENSG00000018625",
90
  "ENSG00000019485",
 
91
  "ENSG00000019549",
92
  "ENSG00000019582",
93
  "ENSG00000019991",
 
101
  "ENSG00000024422",
102
  "ENSG00000024526",
103
  "ENSG00000024862",
 
104
  "ENSG00000025772",
105
  "ENSG00000026025",
106
  "ENSG00000026103",
107
  "ENSG00000026508",
108
  "ENSG00000026559",
109
  "ENSG00000026751",
 
110
  "ENSG00000027697",
111
  "ENSG00000029534",
112
  "ENSG00000030066",
 
120
  "ENSG00000036448",
121
  "ENSG00000037042",
122
  "ENSG00000038274",
 
123
  "ENSG00000038427",
 
124
  "ENSG00000039987",
125
  "ENSG00000040275",
126
  "ENSG00000041880",
 
131
  "ENSG00000043143",
132
  "ENSG00000043462",
133
  "ENSG00000043514",
134
+ "ENSG00000044012",
135
  "ENSG00000044090",
136
  "ENSG00000044459",
137
  "ENSG00000044524",
 
143
  "ENSG00000047457",
144
  "ENSG00000047597",
145
  "ENSG00000047617",
146
+ "ENSG00000047621",
147
  "ENSG00000048342",
148
  "ENSG00000048462",
149
  "ENSG00000048540",
 
155
  "ENSG00000050730",
156
  "ENSG00000051108",
157
  "ENSG00000051180",
 
158
  "ENSG00000053501",
159
  "ENSG00000053747",
160
  "ENSG00000053900",
 
164
  "ENSG00000055163",
165
  "ENSG00000055211",
166
  "ENSG00000055732",
 
167
  "ENSG00000056736",
168
  "ENSG00000056998",
169
  "ENSG00000057019",
 
198
  "ENSG00000064692",
199
  "ENSG00000064703",
200
  "ENSG00000064989",
 
 
201
  "ENSG00000065183",
202
  "ENSG00000065268",
203
  "ENSG00000065325",
 
214
  "ENSG00000066279",
215
  "ENSG00000066583",
216
  "ENSG00000066629",
 
217
  "ENSG00000066697",
218
  "ENSG00000066739",
219
  "ENSG00000066926",
220
+ "ENSG00000067082",
221
  "ENSG00000067177",
222
  "ENSG00000067191",
223
  "ENSG00000067221",
224
  "ENSG00000067365",
225
+ "ENSG00000067369",
226
  "ENSG00000067646",
 
227
  "ENSG00000068354",
228
  "ENSG00000068394",
229
  "ENSG00000068489",
 
234
  "ENSG00000069535",
235
  "ENSG00000069943",
236
  "ENSG00000070182",
 
237
  "ENSG00000070367",
238
  "ENSG00000070404",
239
  "ENSG00000070501",
 
248
  "ENSG00000071246",
249
  "ENSG00000071282",
250
  "ENSG00000071539",
 
251
  "ENSG00000071909",
252
  "ENSG00000071967",
253
  "ENSG00000071991",
 
263
  "ENSG00000073536",
264
  "ENSG00000073670",
265
  "ENSG00000073756",
 
266
  "ENSG00000073910",
267
  "ENSG00000074047",
268
  "ENSG00000074181",
 
271
  "ENSG00000074657",
272
  "ENSG00000074935",
273
  "ENSG00000074966",
 
274
  "ENSG00000075188",
275
  "ENSG00000075213",
276
  "ENSG00000075275",
277
  "ENSG00000075336",
278
  "ENSG00000075340",
279
+ "ENSG00000075407",
280
  "ENSG00000075413",
281
  "ENSG00000075624",
282
  "ENSG00000075643",
 
299
  "ENSG00000078081",
300
  "ENSG00000078098",
301
  "ENSG00000078237",
 
302
  "ENSG00000078401",
303
  "ENSG00000078589",
304
  "ENSG00000078596",
 
331
  "ENSG00000083817",
332
  "ENSG00000083828",
333
  "ENSG00000083844",
 
334
  "ENSG00000084444",
335
+ "ENSG00000084710",
336
  "ENSG00000084731",
337
  "ENSG00000084774",
338
  "ENSG00000085063",
339
  "ENSG00000085382",
340
  "ENSG00000085433",
341
  "ENSG00000085465",
342
+ "ENSG00000085514",
343
  "ENSG00000085662",
344
  "ENSG00000085788",
345
  "ENSG00000085999",
 
354
  "ENSG00000087086",
355
  "ENSG00000087087",
356
  "ENSG00000087245",
357
+ "ENSG00000087250",
358
  "ENSG00000087303",
359
  "ENSG00000087510",
360
  "ENSG00000087589",
361
  "ENSG00000088035",
362
  "ENSG00000088298",
363
+ "ENSG00000088305",
364
  "ENSG00000088325",
365
  "ENSG00000088387",
366
  "ENSG00000088451",
 
373
  "ENSG00000089012",
374
  "ENSG00000089041",
375
  "ENSG00000089050",
376
+ "ENSG00000089091",
377
  "ENSG00000089101",
378
  "ENSG00000089127",
379
  "ENSG00000089234",
380
  "ENSG00000089335",
381
  "ENSG00000089685",
382
  "ENSG00000089692",
383
+ "ENSG00000089723",
384
  "ENSG00000089775",
385
  "ENSG00000089847",
386
  "ENSG00000090097",
 
395
  "ENSG00000091138",
396
  "ENSG00000091181",
397
  "ENSG00000091317",
398
+ "ENSG00000091428",
399
  "ENSG00000091592",
400
  "ENSG00000091656",
401
  "ENSG00000091732",
 
416
  "ENSG00000092929",
417
  "ENSG00000092964",
418
  "ENSG00000092969",
419
+ "ENSG00000093009",
420
  "ENSG00000093072",
421
  "ENSG00000093183",
422
  "ENSG00000093217",
 
432
  "ENSG00000096384",
433
  "ENSG00000096654",
434
  "ENSG00000097046",
 
435
  "ENSG00000099250",
436
  "ENSG00000099256",
437
  "ENSG00000099260",
438
  "ENSG00000099290",
439
+ "ENSG00000099326",
440
+ "ENSG00000099381",
441
  "ENSG00000099715",
442
  "ENSG00000099860",
443
  "ENSG00000099866",
444
  "ENSG00000099889",
445
  "ENSG00000099937",
 
446
  "ENSG00000099985",
447
  "ENSG00000099998",
448
  "ENSG00000100014",
 
459
  "ENSG00000100139",
460
  "ENSG00000100146",
461
  "ENSG00000100147",
 
462
  "ENSG00000100228",
463
  "ENSG00000100234",
464
  "ENSG00000100246",
 
493
  "ENSG00000100739",
494
  "ENSG00000100749",
495
  "ENSG00000100802",
 
496
  "ENSG00000100842",
497
  "ENSG00000100906",
498
  "ENSG00000100916",
 
501
  "ENSG00000101000",
502
  "ENSG00000101049",
503
  "ENSG00000101057",
504
+ "ENSG00000101074",
505
  "ENSG00000101082",
506
  "ENSG00000101096",
507
  "ENSG00000101104",
 
517
  "ENSG00000101336",
518
  "ENSG00000101347",
519
  "ENSG00000101400",
520
+ "ENSG00000101407",
521
  "ENSG00000101442",
522
  "ENSG00000101457",
523
  "ENSG00000101474",
524
  "ENSG00000101574",
525
  "ENSG00000101751",
526
  "ENSG00000101811",
 
527
  "ENSG00000101842",
528
  "ENSG00000101888",
529
  "ENSG00000101901",
 
533
  "ENSG00000101955",
534
  "ENSG00000101986",
535
  "ENSG00000101997",
 
536
  "ENSG00000102010",
537
  "ENSG00000102024",
538
  "ENSG00000102038",
 
552
  "ENSG00000102409",
553
  "ENSG00000102452",
554
  "ENSG00000102547",
555
+ "ENSG00000102595",
556
  "ENSG00000102678",
557
  "ENSG00000102755",
558
  "ENSG00000102760",
 
568
  "ENSG00000102978",
569
  "ENSG00000102981",
570
  "ENSG00000103005",
571
+ "ENSG00000103021",
572
  "ENSG00000103037",
 
573
  "ENSG00000103061",
574
  "ENSG00000103066",
575
  "ENSG00000103148",
576
  "ENSG00000103150",
577
  "ENSG00000103160",
578
  "ENSG00000103174",
 
579
  "ENSG00000103184",
580
  "ENSG00000103196",
581
  "ENSG00000103197",
 
587
  "ENSG00000103269",
588
  "ENSG00000103313",
589
  "ENSG00000103316",
 
590
  "ENSG00000103343",
591
  "ENSG00000103351",
592
  "ENSG00000103353",
 
619
  "ENSG00000104723",
620
  "ENSG00000104728",
621
  "ENSG00000104774",
622
+ "ENSG00000104808",
623
  "ENSG00000104814",
624
  "ENSG00000104881",
625
  "ENSG00000104883",
626
+ "ENSG00000104889",
627
  "ENSG00000104921",
628
  "ENSG00000104951",
629
  "ENSG00000104998",
630
  "ENSG00000105011",
631
  "ENSG00000105072",
632
+ "ENSG00000105131",
633
  "ENSG00000105173",
634
  "ENSG00000105186",
635
  "ENSG00000105229",
636
  "ENSG00000105255",
637
  "ENSG00000105270",
638
+ "ENSG00000105388",
639
  "ENSG00000105497",
640
  "ENSG00000105499",
641
  "ENSG00000105509",
 
642
  "ENSG00000105516",
643
  "ENSG00000105520",
644
  "ENSG00000105538",
 
657
  "ENSG00000105894",
658
  "ENSG00000105928",
659
  "ENSG00000105974",
660
+ "ENSG00000106031",
661
  "ENSG00000106034",
662
  "ENSG00000106066",
663
  "ENSG00000106105",
 
676
  "ENSG00000106804",
677
  "ENSG00000106809",
678
  "ENSG00000106819",
679
+ "ENSG00000106823",
680
+ "ENSG00000106868",
681
  "ENSG00000106952",
682
  "ENSG00000107021",
683
  "ENSG00000107164",
 
688
  "ENSG00000107551",
689
  "ENSG00000107554",
690
  "ENSG00000107562",
 
691
  "ENSG00000107651",
692
  "ENSG00000107719",
693
  "ENSG00000107742",
 
704
  "ENSG00000108387",
705
  "ENSG00000108423",
706
  "ENSG00000108439",
707
+ "ENSG00000108448",
708
  "ENSG00000108469",
709
  "ENSG00000108515",
710
+ "ENSG00000108518",
711
  "ENSG00000108559",
712
  "ENSG00000108578",
713
  "ENSG00000108599",
 
718
  "ENSG00000108691",
719
  "ENSG00000108733",
720
  "ENSG00000108771",
721
+ "ENSG00000108786",
722
  "ENSG00000108797",
723
  "ENSG00000108798",
724
  "ENSG00000108823",
 
739
  "ENSG00000109846",
740
  "ENSG00000109929",
741
  "ENSG00000109943",
 
742
  "ENSG00000109971",
743
  "ENSG00000110002",
744
  "ENSG00000110060",
745
  "ENSG00000110076",
746
  "ENSG00000110077",
747
  "ENSG00000110079",
748
+ "ENSG00000110104",
749
  "ENSG00000110324",
750
  "ENSG00000110395",
751
  "ENSG00000110436",
 
764
  "ENSG00000110944",
765
  "ENSG00000111057",
766
  "ENSG00000111110",
767
+ "ENSG00000111224",
768
  "ENSG00000111231",
 
769
  "ENSG00000111247",
770
  "ENSG00000111252",
771
  "ENSG00000111269",
 
788
  "ENSG00000111665",
789
  "ENSG00000111674",
790
  "ENSG00000111701",
 
 
 
791
  "ENSG00000111799",
792
  "ENSG00000111801",
793
  "ENSG00000111817",
794
  "ENSG00000111846",
795
+ "ENSG00000111879",
796
  "ENSG00000111886",
797
  "ENSG00000111912",
798
  "ENSG00000111961",
 
805
  "ENSG00000112183",
806
  "ENSG00000112186",
807
  "ENSG00000112208",
 
808
  "ENSG00000112280",
809
  "ENSG00000112282",
810
  "ENSG00000112297",
 
813
  "ENSG00000112367",
814
  "ENSG00000112414",
815
  "ENSG00000112425",
 
816
  "ENSG00000112541",
817
  "ENSG00000112562",
818
  "ENSG00000112685",
 
820
  "ENSG00000112759",
821
  "ENSG00000112796",
822
  "ENSG00000112799",
823
+ "ENSG00000112936",
824
  "ENSG00000113083",
825
  "ENSG00000113088",
826
  "ENSG00000113108",
827
  "ENSG00000113119",
828
  "ENSG00000113140",
 
829
  "ENSG00000113263",
830
  "ENSG00000113296",
831
  "ENSG00000113356",
 
834
  "ENSG00000113657",
835
  "ENSG00000113749",
836
  "ENSG00000113790",
 
837
  "ENSG00000113812",
838
  "ENSG00000113838",
839
  "ENSG00000113916",
 
843
  "ENSG00000114166",
844
  "ENSG00000114270",
845
  "ENSG00000114388",
846
+ "ENSG00000114405",
847
  "ENSG00000114473",
848
  "ENSG00000114491",
 
849
  "ENSG00000114544",
850
  "ENSG00000114738",
851
  "ENSG00000114739",
 
854
  "ENSG00000114948",
855
  "ENSG00000114988",
856
  "ENSG00000114999",
 
857
  "ENSG00000115009",
858
  "ENSG00000115041",
859
  "ENSG00000115042",
 
864
  "ENSG00000115170",
865
  "ENSG00000115226",
866
  "ENSG00000115255",
 
867
  "ENSG00000115267",
868
  "ENSG00000115275",
869
  "ENSG00000115290",
 
876
  "ENSG00000115421",
877
  "ENSG00000115423",
878
  "ENSG00000115461",
 
879
  "ENSG00000115474",
 
880
  "ENSG00000115520",
881
  "ENSG00000115525",
882
+ "ENSG00000115526",
883
  "ENSG00000115590",
884
  "ENSG00000115594",
885
  "ENSG00000115602",
886
  "ENSG00000115604",
887
  "ENSG00000115607",
888
  "ENSG00000115648",
889
+ "ENSG00000115652",
890
  "ENSG00000115661",
891
  "ENSG00000115687",
892
  "ENSG00000115718",
 
904
  "ENSG00000116157",
905
  "ENSG00000116176",
906
  "ENSG00000116194",
 
907
  "ENSG00000116199",
908
  "ENSG00000116205",
909
  "ENSG00000116212",
 
923
  "ENSG00000116852",
924
  "ENSG00000116885",
925
  "ENSG00000116903",
926
+ "ENSG00000116922",
927
  "ENSG00000116962",
928
  "ENSG00000116983",
929
  "ENSG00000116985",
 
943
  "ENSG00000117385",
944
  "ENSG00000117399",
945
  "ENSG00000117408",
 
946
  "ENSG00000117472",
947
  "ENSG00000117477",
948
  "ENSG00000117519",
949
+ "ENSG00000117525",
950
  "ENSG00000117543",
951
  "ENSG00000117560",
952
  "ENSG00000117594",
953
  "ENSG00000117597",
954
  "ENSG00000117602",
955
  "ENSG00000117632",
 
956
  "ENSG00000117682",
957
  "ENSG00000117724",
958
  "ENSG00000117748",
 
974
  "ENSG00000118515",
975
  "ENSG00000118518",
976
  "ENSG00000118523",
 
977
  "ENSG00000118596",
978
+ "ENSG00000118655",
979
  "ENSG00000118785",
980
  "ENSG00000118894",
981
  "ENSG00000118898",
 
996
  "ENSG00000119865",
997
  "ENSG00000119888",
998
  "ENSG00000119917",
999
+ "ENSG00000119919",
1000
  "ENSG00000119922",
1001
  "ENSG00000119927",
1002
  "ENSG00000119938",
 
1008
  "ENSG00000120129",
1009
  "ENSG00000120156",
1010
  "ENSG00000120158",
1011
+ "ENSG00000120215",
1012
  "ENSG00000120256",
1013
  "ENSG00000120280",
1014
  "ENSG00000120334",
 
1030
  "ENSG00000121152",
1031
  "ENSG00000121207",
1032
  "ENSG00000121281",
1033
+ "ENSG00000121297",
1034
  "ENSG00000121406",
1035
+ "ENSG00000121417",
1036
  "ENSG00000121440",
1037
  "ENSG00000121577",
1038
  "ENSG00000121594",
 
1043
  "ENSG00000121864",
1044
  "ENSG00000121897",
1045
  "ENSG00000121903",
 
1046
  "ENSG00000121966",
1047
+ "ENSG00000122008",
1048
  "ENSG00000122025",
1049
  "ENSG00000122121",
1050
  "ENSG00000122122",
 
1067
  "ENSG00000122877",
1068
  "ENSG00000122966",
1069
  "ENSG00000122970",
1070
+ "ENSG00000123080",
1071
  "ENSG00000123119",
1072
  "ENSG00000123191",
1073
  "ENSG00000123243",
 
1088
  "ENSG00000124006",
1089
  "ENSG00000124067",
1090
  "ENSG00000124098",
 
1091
  "ENSG00000124104",
1092
  "ENSG00000124120",
1093
+ "ENSG00000124181",
1094
  "ENSG00000124207",
1095
  "ENSG00000124212",
1096
+ "ENSG00000124215",
1097
  "ENSG00000124217",
1098
  "ENSG00000124253",
1099
  "ENSG00000124279",
 
1122
  "ENSG00000125384",
1123
  "ENSG00000125434",
1124
  "ENSG00000125457",
1125
+ "ENSG00000125459",
1126
  "ENSG00000125484",
1127
+ "ENSG00000125508",
1128
  "ENSG00000125538",
1129
  "ENSG00000125618",
1130
  "ENSG00000125630",
1131
  "ENSG00000125637",
1132
  "ENSG00000125675",
1133
+ "ENSG00000125730",
1134
  "ENSG00000125735",
1135
  "ENSG00000125740",
1136
  "ENSG00000125775",
 
1142
  "ENSG00000125846",
1143
  "ENSG00000125868",
1144
  "ENSG00000125885",
 
1145
  "ENSG00000125910",
1146
  "ENSG00000125945",
1147
  "ENSG00000125962",
1148
  "ENSG00000126003",
1149
  "ENSG00000126016",
1150
  "ENSG00000126062",
1151
+ "ENSG00000126218",
1152
  "ENSG00000126353",
 
1153
  "ENSG00000126603",
1154
  "ENSG00000126773",
1155
  "ENSG00000126785",
 
1163
  "ENSG00000126903",
1164
  "ENSG00000126945",
1165
  "ENSG00000126947",
1166
+ "ENSG00000127074",
1167
  "ENSG00000127083",
1168
  "ENSG00000127129",
1169
  "ENSG00000127191",
 
1183
  "ENSG00000127989",
1184
  "ENSG00000127990",
1185
  "ENSG00000128016",
 
1186
  "ENSG00000128052",
1187
  "ENSG00000128059",
1188
  "ENSG00000128165",
 
1235
  "ENSG00000130147",
1236
  "ENSG00000130150",
1237
  "ENSG00000130176",
 
1238
  "ENSG00000130300",
1239
  "ENSG00000130304",
1240
  "ENSG00000130305",
 
1243
  "ENSG00000130382",
1244
  "ENSG00000130508",
1245
  "ENSG00000130513",
 
1246
  "ENSG00000130558",
1247
  "ENSG00000130559",
1248
  "ENSG00000130590",
 
1259
  "ENSG00000130821",
1260
  "ENSG00000130830",
1261
  "ENSG00000130844",
1262
+ "ENSG00000130881",
1263
  "ENSG00000130935",
1264
  "ENSG00000130962",
1265
  "ENSG00000131015",
 
1282
  "ENSG00000131471",
1283
  "ENSG00000131620",
1284
  "ENSG00000131634",
 
1285
  "ENSG00000131711",
1286
  "ENSG00000131748",
1287
  "ENSG00000131779",
 
1299
  "ENSG00000132004",
1300
  "ENSG00000132010",
1301
  "ENSG00000132016",
 
1302
  "ENSG00000132182",
1303
  "ENSG00000132185",
1304
  "ENSG00000132205",
1305
+ "ENSG00000132274",
1306
+ "ENSG00000132275",
1307
  "ENSG00000132329",
1308
  "ENSG00000132330",
1309
  "ENSG00000132357",
 
1323
  "ENSG00000132704",
1324
  "ENSG00000132718",
1325
  "ENSG00000132744",
 
1326
  "ENSG00000132773",
1327
  "ENSG00000132792",
1328
  "ENSG00000132825",
1329
  "ENSG00000132840",
 
 
1330
  "ENSG00000132879",
1331
  "ENSG00000132915",
1332
  "ENSG00000132938",
 
1336
  "ENSG00000133067",
1337
  "ENSG00000133083",
1338
  "ENSG00000133110",
 
1339
  "ENSG00000133256",
1340
  "ENSG00000133328",
1341
  "ENSG00000133392",
 
1357
  "ENSG00000134028",
1358
  "ENSG00000134057",
1359
  "ENSG00000134061",
 
1360
  "ENSG00000134121",
1361
  "ENSG00000134183",
 
1362
  "ENSG00000134193",
1363
  "ENSG00000134198",
1364
  "ENSG00000134201",
1365
  "ENSG00000134240",
1366
  "ENSG00000134245",
 
1367
  "ENSG00000134256",
1368
  "ENSG00000134259",
1369
  "ENSG00000134324",
 
1370
  "ENSG00000134330",
1371
  "ENSG00000134333",
1372
  "ENSG00000134343",
 
1379
  "ENSG00000134594",
1380
  "ENSG00000134602",
1381
  "ENSG00000134769",
 
 
1382
  "ENSG00000134864",
1383
  "ENSG00000134874",
1384
  "ENSG00000134955",
 
1387
  "ENSG00000135047",
1388
  "ENSG00000135063",
1389
  "ENSG00000135069",
1390
+ "ENSG00000135114",
1391
  "ENSG00000135148",
1392
  "ENSG00000135218",
1393
  "ENSG00000135297",
1394
  "ENSG00000135299",
1395
  "ENSG00000135318",
1396
  "ENSG00000135336",
1397
+ "ENSG00000135338",
1398
  "ENSG00000135363",
1399
  "ENSG00000135372",
1400
  "ENSG00000135407",
 
1401
  "ENSG00000135424",
1402
  "ENSG00000135426",
1403
  "ENSG00000135439",
1404
  "ENSG00000135451",
1405
  "ENSG00000135469",
1406
  "ENSG00000135476",
 
1407
  "ENSG00000135482",
1408
  "ENSG00000135547",
1409
  "ENSG00000135604",
1410
+ "ENSG00000135622",
1411
  "ENSG00000135636",
1412
  "ENSG00000135643",
1413
  "ENSG00000135686",
1414
  "ENSG00000135698",
 
1415
  "ENSG00000135744",
1416
+ "ENSG00000135763",
1417
  "ENSG00000135773",
1418
  "ENSG00000135801",
1419
  "ENSG00000135821",
 
1422
  "ENSG00000135898",
1423
  "ENSG00000135914",
1424
  "ENSG00000135919",
 
1425
  "ENSG00000135951",
1426
  "ENSG00000135956",
1427
  "ENSG00000135960",
1428
  "ENSG00000135966",
1429
+ "ENSG00000136002",
1430
+ "ENSG00000136010",
1431
  "ENSG00000136014",
1432
  "ENSG00000136114",
1433
  "ENSG00000136122",
 
1440
  "ENSG00000136235",
1441
  "ENSG00000136244",
1442
  "ENSG00000136319",
 
1443
  "ENSG00000136378",
1444
  "ENSG00000136383",
1445
  "ENSG00000136404",
 
1453
  "ENSG00000136634",
1454
  "ENSG00000136689",
1455
  "ENSG00000136717",
 
1456
  "ENSG00000136811",
1457
  "ENSG00000136826",
1458
  "ENSG00000136842",
 
1464
  "ENSG00000136960",
1465
  "ENSG00000136982",
1466
  "ENSG00000136997",
1467
+ "ENSG00000136999",
1468
  "ENSG00000137033",
1469
  "ENSG00000137040",
1470
  "ENSG00000137054",
1471
  "ENSG00000137078",
1472
  "ENSG00000137101",
 
1473
  "ENSG00000137135",
1474
  "ENSG00000137168",
1475
  "ENSG00000137185",
 
1499
  "ENSG00000137573",
1500
  "ENSG00000137575",
1501
  "ENSG00000137642",
 
1502
  "ENSG00000137709",
1503
  "ENSG00000137727",
1504
  "ENSG00000137752",
 
1515
  "ENSG00000137944",
1516
  "ENSG00000137948",
1517
  "ENSG00000137959",
 
1518
  "ENSG00000137965",
1519
  "ENSG00000137968",
1520
  "ENSG00000138061",
1521
  "ENSG00000138074",
 
1522
  "ENSG00000138111",
1523
  "ENSG00000138135",
1524
  "ENSG00000138152",
 
1535
  "ENSG00000138413",
1536
  "ENSG00000138435",
1537
  "ENSG00000138587",
 
1538
  "ENSG00000138615",
1539
  "ENSG00000138617",
1540
  "ENSG00000138642",
 
1549
  "ENSG00000138964",
1550
  "ENSG00000139055",
1551
  "ENSG00000139133",
 
1552
  "ENSG00000139190",
1553
  "ENSG00000139194",
1554
  "ENSG00000139211",
 
1576
  "ENSG00000140092",
1577
  "ENSG00000140104",
1578
  "ENSG00000140105",
 
1579
  "ENSG00000140280",
1580
  "ENSG00000140285",
1581
  "ENSG00000140320",
 
1605
  "ENSG00000140993",
1606
  "ENSG00000141012",
1607
  "ENSG00000141013",
 
1608
  "ENSG00000141040",
1609
  "ENSG00000141084",
1610
  "ENSG00000141101",
 
1611
  "ENSG00000141338",
1612
  "ENSG00000141391",
1613
  "ENSG00000141404",
 
1615
  "ENSG00000141449",
1616
  "ENSG00000141452",
1617
  "ENSG00000141469",
 
1618
  "ENSG00000141540",
1619
  "ENSG00000141543",
1620
  "ENSG00000141642",
1621
  "ENSG00000141744",
1622
  "ENSG00000141756",
1623
+ "ENSG00000141837",
1624
  "ENSG00000141956",
1625
  "ENSG00000141968",
1626
  "ENSG00000142102",
 
1639
  "ENSG00000142959",
1640
  "ENSG00000142961",
1641
  "ENSG00000142973",
 
1642
  "ENSG00000143110",
1643
  "ENSG00000143119",
1644
  "ENSG00000143126",
1645
  "ENSG00000143127",
1646
  "ENSG00000143147",
 
1647
  "ENSG00000143196",
1648
  "ENSG00000143217",
1649
  "ENSG00000143226",
1650
  "ENSG00000143228",
1651
  "ENSG00000143248",
 
1652
  "ENSG00000143297",
1653
  "ENSG00000143315",
1654
  "ENSG00000143320",
 
1658
  "ENSG00000143363",
1659
  "ENSG00000143365",
1660
  "ENSG00000143369",
 
1661
  "ENSG00000143387",
1662
  "ENSG00000143390",
 
1663
  "ENSG00000143409",
1664
  "ENSG00000143416",
1665
  "ENSG00000143450",
1666
  "ENSG00000143452",
1667
  "ENSG00000143479",
1668
  "ENSG00000143498",
 
1669
  "ENSG00000143502",
1670
  "ENSG00000143507",
1671
  "ENSG00000143546",
 
1679
  "ENSG00000143851",
1680
  "ENSG00000143858",
1681
  "ENSG00000143867",
 
1682
  "ENSG00000143933",
1683
  "ENSG00000143942",
 
1684
  "ENSG00000144026",
1685
  "ENSG00000144031",
1686
  "ENSG00000144043",
1687
  "ENSG00000144048",
1688
  "ENSG00000144057",
 
 
1689
  "ENSG00000144120",
1690
  "ENSG00000144134",
1691
  "ENSG00000144136",
 
1697
  "ENSG00000144233",
1698
  "ENSG00000144362",
1699
  "ENSG00000144369",
1700
+ "ENSG00000144401",
1701
+ "ENSG00000144452",
1702
  "ENSG00000144504",
1703
  "ENSG00000144647",
1704
  "ENSG00000144648",
 
1708
  "ENSG00000144736",
1709
  "ENSG00000144792",
1710
  "ENSG00000144810",
1711
+ "ENSG00000144820",
1712
  "ENSG00000144857",
1713
  "ENSG00000144891",
1714
  "ENSG00000145014",
1715
+ "ENSG00000145284",
1716
  "ENSG00000145293",
1717
  "ENSG00000145335",
1718
  "ENSG00000145362",
1719
  "ENSG00000145365",
1720
+ "ENSG00000145391",
1721
  "ENSG00000145423",
1722
  "ENSG00000145476",
1723
  "ENSG00000145545",
 
1727
  "ENSG00000145824",
1728
  "ENSG00000145832",
1729
  "ENSG00000145850",
 
1730
  "ENSG00000145945",
1731
  "ENSG00000146021",
1732
  "ENSG00000146038",
1733
+ "ENSG00000146039",
1734
  "ENSG00000146054",
1735
  "ENSG00000146085",
1736
  "ENSG00000146094",
1737
  "ENSG00000146122",
1738
  "ENSG00000146147",
1739
  "ENSG00000146197",
 
1740
  "ENSG00000146285",
1741
  "ENSG00000146374",
1742
  "ENSG00000146409",
 
1744
  "ENSG00000146477",
1745
  "ENSG00000146535",
1746
  "ENSG00000146587",
 
1747
  "ENSG00000146670",
1748
  "ENSG00000146674",
 
 
1749
  "ENSG00000146858",
1750
  "ENSG00000146859",
 
1751
  "ENSG00000146950",
1752
  "ENSG00000147027",
1753
  "ENSG00000147036",
 
1755
  "ENSG00000147100",
1756
  "ENSG00000147113",
1757
  "ENSG00000147118",
 
1758
  "ENSG00000147121",
1759
  "ENSG00000147130",
1760
  "ENSG00000147138",
 
1776
  "ENSG00000147912",
1777
  "ENSG00000148019",
1778
  "ENSG00000148053",
 
1779
  "ENSG00000148153",
1780
  "ENSG00000148175",
1781
  "ENSG00000148180",
 
1794
  "ENSG00000149090",
1795
  "ENSG00000149131",
1796
  "ENSG00000149150",
1797
+ "ENSG00000149292",
1798
+ "ENSG00000149294",
1799
  "ENSG00000149451",
1800
  "ENSG00000149483",
1801
  "ENSG00000149485",
1802
  "ENSG00000149489",
1803
+ "ENSG00000149534",
1804
  "ENSG00000149557",
1805
  "ENSG00000149564",
1806
  "ENSG00000149582",
1807
  "ENSG00000149591",
1808
  "ENSG00000149636",
1809
  "ENSG00000149679",
 
1810
  "ENSG00000149792",
1811
  "ENSG00000149809",
1812
  "ENSG00000149927",
1813
  "ENSG00000149929",
1814
+ "ENSG00000149970",
1815
  "ENSG00000150048",
1816
  "ENSG00000150051",
1817
  "ENSG00000150275",
1818
  "ENSG00000150347",
1819
  "ENSG00000150394",
1820
+ "ENSG00000150401",
 
1821
  "ENSG00000150471",
1822
  "ENSG00000150556",
1823
  "ENSG00000150636",
1824
  "ENSG00000150722",
1825
  "ENSG00000150756",
1826
  "ENSG00000150776",
 
1827
  "ENSG00000151062",
1828
  "ENSG00000151065",
1829
  "ENSG00000151093",
 
1835
  "ENSG00000151470",
1836
  "ENSG00000151651",
1837
  "ENSG00000151726",
1838
+ "ENSG00000151748",
1839
  "ENSG00000151778",
1840
  "ENSG00000151789",
1841
  "ENSG00000151835",
 
1842
  "ENSG00000151892",
1843
  "ENSG00000151929",
1844
  "ENSG00000152049",
 
1851
  "ENSG00000152229",
1852
  "ENSG00000152234",
1853
  "ENSG00000152240",
1854
+ "ENSG00000152242",
1855
  "ENSG00000152256",
1856
  "ENSG00000152292",
1857
  "ENSG00000152359",
 
1868
  "ENSG00000152583",
1869
  "ENSG00000152661",
1870
  "ENSG00000152683",
1871
+ "ENSG00000152684",
1872
  "ENSG00000152749",
1873
  "ENSG00000152766",
1874
  "ENSG00000152778",
 
1878
  "ENSG00000152926",
1879
  "ENSG00000152942",
1880
  "ENSG00000152944",
 
1881
  "ENSG00000153029",
1882
  "ENSG00000153044",
1883
  "ENSG00000153157",
1884
  "ENSG00000153283",
 
1885
  "ENSG00000153339",
1886
  "ENSG00000153531",
1887
  "ENSG00000153558",
 
1899
  "ENSG00000154165",
1900
  "ENSG00000154175",
1901
  "ENSG00000154188",
 
1902
  "ENSG00000154265",
1903
  "ENSG00000154277",
1904
  "ENSG00000154319",
 
1913
  "ENSG00000154553",
1914
  "ENSG00000154556",
1915
  "ENSG00000154642",
 
1916
  "ENSG00000154721",
1917
  "ENSG00000154734",
1918
  "ENSG00000154736",
 
1928
  "ENSG00000155066",
1929
  "ENSG00000155090",
1930
  "ENSG00000155097",
 
1931
  "ENSG00000155189",
 
 
1932
  "ENSG00000155304",
 
1933
  "ENSG00000155393",
1934
  "ENSG00000155465",
1935
  "ENSG00000155561",
1936
  "ENSG00000155592",
1937
  "ENSG00000155629",
1938
+ "ENSG00000155636",
1939
  "ENSG00000155657",
1940
  "ENSG00000155659",
1941
  "ENSG00000155666",
1942
  "ENSG00000155729",
1943
  "ENSG00000155749",
 
1944
  "ENSG00000155816",
1945
  "ENSG00000155850",
1946
  "ENSG00000155858",
 
1947
  "ENSG00000155893",
1948
  "ENSG00000155906",
1949
  "ENSG00000155926",
 
1951
  "ENSG00000155961",
1952
  "ENSG00000155962",
1953
  "ENSG00000155966",
 
 
1954
  "ENSG00000156042",
1955
  "ENSG00000156127",
1956
  "ENSG00000156218",
1957
  "ENSG00000156239",
1958
  "ENSG00000156265",
1959
  "ENSG00000156345",
1960
+ "ENSG00000156395",
1961
  "ENSG00000156427",
1962
  "ENSG00000156469",
1963
  "ENSG00000156471",
 
1981
  "ENSG00000157303",
1982
  "ENSG00000157353",
1983
  "ENSG00000157368",
 
1984
  "ENSG00000157423",
1985
  "ENSG00000157456",
1986
  "ENSG00000157510",
 
1997
  "ENSG00000157796",
1998
  "ENSG00000157890",
1999
  "ENSG00000158023",
2000
+ "ENSG00000158055",
2001
  "ENSG00000158062",
2002
  "ENSG00000158079",
2003
  "ENSG00000158156",
 
2007
  "ENSG00000158258",
2008
  "ENSG00000158296",
2009
  "ENSG00000158352",
 
2010
  "ENSG00000158423",
2011
  "ENSG00000158445",
2012
  "ENSG00000158473",
 
2017
  "ENSG00000158717",
2018
  "ENSG00000158859",
2019
  "ENSG00000158882",
2020
+ "ENSG00000158887",
2021
  "ENSG00000159063",
2022
  "ENSG00000159082",
2023
  "ENSG00000159111",
 
2024
  "ENSG00000159176",
2025
  "ENSG00000159200",
2026
+ "ENSG00000159212",
2027
  "ENSG00000159259",
2028
  "ENSG00000159348",
2029
  "ENSG00000159388",
2030
  "ENSG00000159403",
2031
  "ENSG00000159423",
 
 
2032
  "ENSG00000159496",
2033
  "ENSG00000159588",
2034
  "ENSG00000159618",
 
2047
  "ENSG00000160180",
2048
  "ENSG00000160182",
2049
  "ENSG00000160183",
2050
+ "ENSG00000160185",
2051
  "ENSG00000160219",
2052
  "ENSG00000160229",
2053
+ "ENSG00000160233",
2054
  "ENSG00000160255",
2055
  "ENSG00000160307",
2056
  "ENSG00000160323",
 
2058
  "ENSG00000160352",
2059
  "ENSG00000160360",
2060
  "ENSG00000160392",
 
2061
  "ENSG00000160410",
2062
  "ENSG00000160593",
2063
  "ENSG00000160703",
 
2065
  "ENSG00000160791",
2066
  "ENSG00000160801",
2067
  "ENSG00000160862",
 
2068
  "ENSG00000160917",
2069
  "ENSG00000160957",
2070
  "ENSG00000160961",
 
2076
  "ENSG00000161270",
2077
  "ENSG00000161277",
2078
  "ENSG00000161381",
 
2079
  "ENSG00000161513",
2080
  "ENSG00000161551",
2081
+ "ENSG00000161558",
2082
  "ENSG00000161638",
2083
  "ENSG00000161647",
2084
  "ENSG00000161653",
 
2087
  "ENSG00000161888",
2088
  "ENSG00000161896",
2089
  "ENSG00000161956",
2090
+ "ENSG00000162040",
2091
  "ENSG00000162065",
2092
  "ENSG00000162066",
2093
  "ENSG00000162086",
 
2094
  "ENSG00000162341",
2095
  "ENSG00000162373",
 
2096
  "ENSG00000162396",
2097
  "ENSG00000162407",
2098
  "ENSG00000162413",
 
2111
  "ENSG00000162614",
2112
  "ENSG00000162618",
2113
  "ENSG00000162630",
 
2114
  "ENSG00000162654",
2115
  "ENSG00000162676",
2116
  "ENSG00000162692",
 
2129
  "ENSG00000162869",
2130
  "ENSG00000162896",
2131
  "ENSG00000162927",
2132
+ "ENSG00000162944",
2133
+ "ENSG00000162947",
2134
  "ENSG00000162949",
2135
  "ENSG00000162971",
2136
  "ENSG00000162976",
 
2150
  "ENSG00000163220",
2151
  "ENSG00000163239",
2152
  "ENSG00000163281",
2153
+ "ENSG00000163288",
2154
  "ENSG00000163291",
2155
  "ENSG00000163312",
2156
  "ENSG00000163347",
 
2168
  "ENSG00000163467",
2169
  "ENSG00000163472",
2170
  "ENSG00000163481",
2171
+ "ENSG00000163482",
2172
  "ENSG00000163507",
2173
  "ENSG00000163519",
2174
  "ENSG00000163520",
 
2179
  "ENSG00000163563",
2180
  "ENSG00000163576",
2181
  "ENSG00000163577",
2182
+ "ENSG00000163586",
2183
  "ENSG00000163596",
2184
  "ENSG00000163599",
2185
  "ENSG00000163600",
 
2198
  "ENSG00000163795",
2199
  "ENSG00000163798",
2200
  "ENSG00000163808",
2201
+ "ENSG00000163811",
2202
  "ENSG00000163818",
2203
  "ENSG00000163820",
2204
  "ENSG00000163823",
2205
  "ENSG00000163864",
2206
  "ENSG00000163879",
2207
+ "ENSG00000163884",
2208
  "ENSG00000163909",
2209
  "ENSG00000163918",
2210
  "ENSG00000163923",
 
2217
  "ENSG00000164038",
2218
  "ENSG00000164048",
2219
  "ENSG00000164051",
 
2220
  "ENSG00000164068",
2221
  "ENSG00000164070",
2222
  "ENSG00000164077",
 
2228
  "ENSG00000164106",
2229
  "ENSG00000164107",
2230
  "ENSG00000164109",
 
2231
  "ENSG00000164116",
2232
  "ENSG00000164117",
2233
  "ENSG00000164120",
 
2239
  "ENSG00000164284",
2240
  "ENSG00000164294",
2241
  "ENSG00000164296",
2242
+ "ENSG00000164303",
2243
  "ENSG00000164304",
2244
  "ENSG00000164306",
2245
  "ENSG00000164309",
 
2246
  "ENSG00000164332",
2247
  "ENSG00000164338",
2248
  "ENSG00000164344",
2249
  "ENSG00000164366",
2250
  "ENSG00000164379",
 
2251
  "ENSG00000164404",
2252
  "ENSG00000164411",
 
2253
  "ENSG00000164484",
2254
  "ENSG00000164530",
2255
  "ENSG00000164532",
 
2263
  "ENSG00000164687",
2264
  "ENSG00000164690",
2265
  "ENSG00000164692",
 
2266
  "ENSG00000164741",
2267
  "ENSG00000164742",
 
2268
  "ENSG00000164761",
2269
  "ENSG00000164764",
2270
  "ENSG00000164794",
 
2276
  "ENSG00000164929",
2277
  "ENSG00000164930",
2278
  "ENSG00000164949",
 
2279
  "ENSG00000164953",
2280
  "ENSG00000165028",
2281
  "ENSG00000165029",
 
2284
  "ENSG00000165072",
2285
  "ENSG00000165091",
2286
  "ENSG00000165092",
2287
+ "ENSG00000165118",
2288
  "ENSG00000165124",
2289
  "ENSG00000165168",
2290
  "ENSG00000165195",
2291
+ "ENSG00000165197",
2292
  "ENSG00000165215",
2293
  "ENSG00000165240",
2294
  "ENSG00000165259",
2295
+ "ENSG00000165269",
2296
  "ENSG00000165271",
2297
  "ENSG00000165379",
2298
  "ENSG00000165409",
 
2310
  "ENSG00000165660",
2311
  "ENSG00000165702",
2312
  "ENSG00000165730",
 
2313
  "ENSG00000165757",
2314
  "ENSG00000165795",
2315
  "ENSG00000165810",
 
2329
  "ENSG00000166133",
2330
  "ENSG00000166135",
2331
  "ENSG00000166147",
2332
+ "ENSG00000166167",
2333
  "ENSG00000166173",
2334
  "ENSG00000166183",
2335
  "ENSG00000166188",
 
2369
  "ENSG00000166848",
2370
  "ENSG00000166851",
2371
  "ENSG00000166855",
 
2372
  "ENSG00000166863",
 
2373
  "ENSG00000166923",
2374
  "ENSG00000166927",
2375
  "ENSG00000166959",
 
2387
  "ENSG00000167325",
2388
  "ENSG00000167333",
2389
  "ENSG00000167363",
 
2390
  "ENSG00000167384",
2391
  "ENSG00000167394",
2392
  "ENSG00000167434",
2393
  "ENSG00000167447",
2394
  "ENSG00000167513",
2395
  "ENSG00000167515",
 
2396
  "ENSG00000167528",
2397
  "ENSG00000167549",
2398
  "ENSG00000167550",
 
2401
  "ENSG00000167562",
2402
  "ENSG00000167601",
2403
  "ENSG00000167613",
 
 
 
2404
  "ENSG00000167637",
2405
  "ENSG00000167641",
2406
  "ENSG00000167653",
 
2437
  "ENSG00000168229",
2438
  "ENSG00000168243",
2439
  "ENSG00000168268",
2440
+ "ENSG00000168280",
2441
  "ENSG00000168301",
2442
  "ENSG00000168306",
2443
  "ENSG00000168309",
 
2452
  "ENSG00000168612",
2453
  "ENSG00000168621",
2454
  "ENSG00000168646",
2455
+ "ENSG00000168658",
2456
  "ENSG00000168661",
2457
  "ENSG00000168672",
2458
  "ENSG00000168679",
2459
  "ENSG00000168685",
2460
+ "ENSG00000168734",
2461
  "ENSG00000168748",
2462
  "ENSG00000168754",
2463
  "ENSG00000168758",
2464
  "ENSG00000168778",
2465
+ "ENSG00000168792",
2466
  "ENSG00000168803",
2467
  "ENSG00000168806",
2468
  "ENSG00000168824",
 
2471
  "ENSG00000168874",
2472
  "ENSG00000168906",
2473
  "ENSG00000168917",
 
2474
  "ENSG00000168955",
2475
  "ENSG00000168994",
2476
  "ENSG00000169018",
2477
  "ENSG00000169083",
 
2478
  "ENSG00000169105",
2479
  "ENSG00000169122",
2480
  "ENSG00000169129",
 
2494
  "ENSG00000169418",
2495
  "ENSG00000169429",
2496
  "ENSG00000169439",
 
2497
  "ENSG00000169508",
2498
  "ENSG00000169583",
2499
  "ENSG00000169604",
 
2510
  "ENSG00000169972",
2511
  "ENSG00000169981",
2512
  "ENSG00000169992",
2513
+ "ENSG00000170006",
2514
  "ENSG00000170011",
2515
  "ENSG00000170037",
2516
  "ENSG00000170100",
2517
  "ENSG00000170185",
2518
  "ENSG00000170222",
 
2519
  "ENSG00000170236",
 
2520
  "ENSG00000170264",
2521
  "ENSG00000170271",
2522
  "ENSG00000170312",
 
2535
  "ENSG00000170558",
2536
  "ENSG00000170571",
2537
  "ENSG00000170619",
2538
+ "ENSG00000170624",
2539
  "ENSG00000170627",
2540
  "ENSG00000170631",
2541
  "ENSG00000170633",
 
2556
  "ENSG00000171056",
2557
  "ENSG00000171103",
2558
  "ENSG00000171115",
2559
+ "ENSG00000171130",
2560
  "ENSG00000171169",
2561
  "ENSG00000171223",
2562
  "ENSG00000171224",
 
2569
  "ENSG00000171320",
2570
  "ENSG00000171345",
2571
  "ENSG00000171346",
 
2572
  "ENSG00000171469",
2573
  "ENSG00000171476",
2574
  "ENSG00000171488",
 
2576
  "ENSG00000171517",
2577
  "ENSG00000171566",
2578
  "ENSG00000171606",
2579
+ "ENSG00000171608",
2580
  "ENSG00000171631",
2581
  "ENSG00000171649",
2582
  "ENSG00000171659",
 
2598
  "ENSG00000172037",
2599
  "ENSG00000172116",
2600
  "ENSG00000172123",
2601
+ "ENSG00000172156",
2602
  "ENSG00000172171",
2603
  "ENSG00000172215",
2604
+ "ENSG00000172236",
2605
  "ENSG00000172331",
2606
  "ENSG00000172349",
2607
  "ENSG00000172379",
 
2610
  "ENSG00000172409",
2611
  "ENSG00000172426",
2612
  "ENSG00000172432",
 
2613
  "ENSG00000172508",
2614
  "ENSG00000172543",
2615
  "ENSG00000172548",
 
2623
  "ENSG00000172748",
2624
  "ENSG00000172766",
2625
  "ENSG00000172817",
2626
+ "ENSG00000172819",
2627
  "ENSG00000172824",
2628
  "ENSG00000172840",
2629
  "ENSG00000172889",
2630
+ "ENSG00000172915",
2631
  "ENSG00000172935",
2632
  "ENSG00000172943",
2633
  "ENSG00000172992",
2634
  "ENSG00000173011",
2635
+ "ENSG00000173013",
2636
  "ENSG00000173040",
2637
  "ENSG00000173080",
2638
  "ENSG00000173083",
 
2652
  "ENSG00000173531",
2653
  "ENSG00000173545",
2654
  "ENSG00000173546",
2655
+ "ENSG00000173548",
2656
  "ENSG00000173585",
2657
+ "ENSG00000173662",
2658
  "ENSG00000173698",
2659
  "ENSG00000173706",
2660
  "ENSG00000173805",
 
2674
  "ENSG00000174099",
2675
  "ENSG00000174123",
2676
  "ENSG00000174125",
2677
+ "ENSG00000174145",
2678
  "ENSG00000174177",
2679
  "ENSG00000174282",
2680
  "ENSG00000174327",
 
2685
  "ENSG00000174527",
2686
  "ENSG00000174600",
2687
  "ENSG00000174628",
 
2688
  "ENSG00000174684",
2689
  "ENSG00000174718",
2690
  "ENSG00000174791",
 
2692
  "ENSG00000174804",
2693
  "ENSG00000174807",
2694
  "ENSG00000174808",
2695
+ "ENSG00000174844",
2696
  "ENSG00000174915",
2697
  "ENSG00000174946",
2698
  "ENSG00000174992",
 
2706
  "ENSG00000175283",
2707
  "ENSG00000175287",
2708
  "ENSG00000175311",
 
2709
  "ENSG00000175395",
2710
  "ENSG00000175445",
2711
  "ENSG00000175449",
 
2729
  "ENSG00000175899",
2730
  "ENSG00000175906",
2731
  "ENSG00000175928",
 
2732
  "ENSG00000175970",
2733
  "ENSG00000176014",
2734
  "ENSG00000176022",
 
2738
  "ENSG00000176204",
2739
  "ENSG00000176208",
2740
  "ENSG00000176225",
 
2741
  "ENSG00000176396",
2742
  "ENSG00000176399",
2743
  "ENSG00000176401",
 
2761
  "ENSG00000177272",
2762
  "ENSG00000177302",
2763
  "ENSG00000177337",
 
2764
  "ENSG00000177370",
2765
  "ENSG00000177374",
2766
  "ENSG00000177383",
 
2767
  "ENSG00000177427",
2768
  "ENSG00000177432",
2769
  "ENSG00000177453",
 
2775
  "ENSG00000177575",
2776
  "ENSG00000177613",
2777
  "ENSG00000177688",
 
2778
  "ENSG00000177721",
2779
  "ENSG00000177732",
2780
  "ENSG00000177842",
 
2785
  "ENSG00000177946",
2786
  "ENSG00000177963",
2787
  "ENSG00000177981",
2788
+ "ENSG00000177990",
2789
  "ENSG00000178053",
2790
  "ENSG00000178163",
2791
  "ENSG00000178202",
 
2796
  "ENSG00000178301",
2797
  "ENSG00000178338",
2798
  "ENSG00000178343",
 
2799
  "ENSG00000178460",
2800
  "ENSG00000178462",
2801
  "ENSG00000178498",
 
2806
  "ENSG00000178700",
2807
  "ENSG00000178726",
2808
  "ENSG00000178750",
 
2809
  "ENSG00000178860",
2810
  "ENSG00000178878",
2811
+ "ENSG00000178966",
2812
  "ENSG00000178971",
2813
  "ENSG00000178977",
2814
  "ENSG00000178988",
 
2830
  "ENSG00000179627",
2831
  "ENSG00000179630",
2832
  "ENSG00000179674",
 
2833
  "ENSG00000179776",
2834
  "ENSG00000179841",
2835
  "ENSG00000179859",
 
2839
  "ENSG00000179915",
2840
  "ENSG00000179941",
2841
  "ENSG00000179965",
 
2842
  "ENSG00000179988",
2843
  "ENSG00000180061",
2844
  "ENSG00000180089",
 
2850
  "ENSG00000180423",
2851
  "ENSG00000180425",
2852
  "ENSG00000180447",
 
2853
  "ENSG00000180543",
2854
  "ENSG00000180644",
2855
  "ENSG00000180787",
2856
  "ENSG00000180855",
2857
  "ENSG00000180879",
2858
  "ENSG00000180881",
 
2859
  "ENSG00000181004",
2860
  "ENSG00000181007",
2861
  "ENSG00000181045",
 
2866
  "ENSG00000181264",
2867
  "ENSG00000181350",
2868
  "ENSG00000181374",
2869
+ "ENSG00000181396",
2870
  "ENSG00000181444",
 
2871
  "ENSG00000181450",
2872
  "ENSG00000181458",
2873
  "ENSG00000181467",
2874
  "ENSG00000181472",
2875
  "ENSG00000181481",
2876
+ "ENSG00000181544",
2877
  "ENSG00000181619",
2878
  "ENSG00000181626",
2879
  "ENSG00000181634",
2880
+ "ENSG00000181652",
2881
  "ENSG00000181666",
2882
  "ENSG00000181751",
2883
  "ENSG00000181847",
2884
  "ENSG00000181852",
2885
  "ENSG00000181873",
2886
  "ENSG00000181896",
 
2887
  "ENSG00000181915",
2888
  "ENSG00000181938",
2889
  "ENSG00000181982",
 
2921
  "ENSG00000182810",
2922
  "ENSG00000182836",
2923
  "ENSG00000182866",
 
2924
  "ENSG00000182916",
2925
+ "ENSG00000182950",
 
2926
  "ENSG00000182973",
 
2927
  "ENSG00000182986",
2928
  "ENSG00000182993",
2929
  "ENSG00000183034",
 
2944
  "ENSG00000183476",
2945
  "ENSG00000183542",
2946
  "ENSG00000183549",
 
2947
  "ENSG00000183578",
2948
  "ENSG00000183597",
 
2949
  "ENSG00000183628",
2950
  "ENSG00000183655",
2951
  "ENSG00000183665",
2952
+ "ENSG00000183682",
2953
  "ENSG00000183751",
2954
  "ENSG00000183765",
2955
  "ENSG00000183775",
2956
  "ENSG00000183801",
2957
  "ENSG00000183813",
2958
  "ENSG00000183814",
2959
+ "ENSG00000183844",
2960
  "ENSG00000183856",
2961
  "ENSG00000183914",
2962
  "ENSG00000183918",
 
2999
  "ENSG00000184786",
3000
  "ENSG00000184788",
3001
  "ENSG00000184809",
 
3002
  "ENSG00000184860",
3003
  "ENSG00000184867",
3004
  "ENSG00000184898",
 
3006
  "ENSG00000184925",
3007
  "ENSG00000184939",
3008
  "ENSG00000184956",
 
3009
  "ENSG00000184979",
3010
+ "ENSG00000185010",
3011
  "ENSG00000185049",
3012
  "ENSG00000185065",
3013
  "ENSG00000185070",
 
3016
  "ENSG00000185130",
3017
  "ENSG00000185215",
3018
  "ENSG00000185220",
 
3019
  "ENSG00000185250",
3020
  "ENSG00000185252",
3021
  "ENSG00000185272",
 
3033
  "ENSG00000185585",
3034
  "ENSG00000185614",
3035
  "ENSG00000185621",
 
3036
  "ENSG00000185634",
3037
  "ENSG00000185652",
3038
  "ENSG00000185669",
 
3041
  "ENSG00000185761",
3042
  "ENSG00000185798",
3043
  "ENSG00000185862",
3044
+ "ENSG00000185875",
3045
  "ENSG00000185880",
3046
  "ENSG00000185900",
3047
  "ENSG00000185909",
 
3059
  "ENSG00000186141",
3060
  "ENSG00000186188",
3061
  "ENSG00000186193",
 
3062
  "ENSG00000186272",
3063
  "ENSG00000186281",
3064
  "ENSG00000186283",
3065
+ "ENSG00000186318",
3066
  "ENSG00000186364",
3067
  "ENSG00000186409",
3068
+ "ENSG00000186462",
3069
  "ENSG00000186487",
3070
  "ENSG00000186496",
3071
  "ENSG00000186517",
 
3080
  "ENSG00000186812",
3081
  "ENSG00000186818",
3082
  "ENSG00000186994",
3083
+ "ENSG00000187068",
3084
  "ENSG00000187098",
3085
  "ENSG00000187122",
3086
  "ENSG00000187123",
3087
  "ENSG00000187134",
3088
  "ENSG00000187151",
3089
+ "ENSG00000187186",
3090
  "ENSG00000187187",
3091
  "ENSG00000187189",
3092
  "ENSG00000187240",
3093
+ "ENSG00000187244",
3094
  "ENSG00000187266",
3095
  "ENSG00000187288",
3096
  "ENSG00000187325",
3097
  "ENSG00000187498",
 
3098
  "ENSG00000187535",
3099
  "ENSG00000187554",
 
3100
  "ENSG00000187607",
3101
  "ENSG00000187626",
3102
  "ENSG00000187650",
 
3107
  "ENSG00000187775",
3108
  "ENSG00000187790",
3109
  "ENSG00000187792",
 
3110
  "ENSG00000187815",
3111
  "ENSG00000187860",
3112
+ "ENSG00000187889",
3113
  "ENSG00000187908",
3114
  "ENSG00000187950",
3115
  "ENSG00000187955",
3116
  "ENSG00000187961",
 
3117
  "ENSG00000188001",
3118
  "ENSG00000188021",
3119
  "ENSG00000188042",
3120
  "ENSG00000188060",
3121
  "ENSG00000188070",
3122
  "ENSG00000188167",
3123
+ "ENSG00000188171",
3124
  "ENSG00000188175",
3125
  "ENSG00000188185",
3126
  "ENSG00000188211",
3127
  "ENSG00000188215",
3128
  "ENSG00000188227",
3129
  "ENSG00000188257",
3130
+ "ENSG00000188295",
3131
  "ENSG00000188315",
3132
  "ENSG00000188321",
3133
  "ENSG00000188343",
 
3138
  "ENSG00000188493",
3139
  "ENSG00000188511",
3140
  "ENSG00000188549",
3141
+ "ENSG00000188613",
3142
  "ENSG00000188636",
3143
  "ENSG00000188643",
3144
  "ENSG00000188659",
 
3154
  "ENSG00000188868",
3155
  "ENSG00000188878",
3156
  "ENSG00000188886",
 
3157
  "ENSG00000188917",
3158
  "ENSG00000188993",
3159
  "ENSG00000188997",
 
3162
  "ENSG00000189057",
3163
  "ENSG00000189058",
3164
  "ENSG00000189067",
 
3165
  "ENSG00000189143",
3166
  "ENSG00000189157",
3167
  "ENSG00000189164",
 
3174
  "ENSG00000189350",
3175
  "ENSG00000189369",
3176
  "ENSG00000189420",
 
3177
  "ENSG00000196091",
3178
  "ENSG00000196118",
3179
  "ENSG00000196123",
 
3183
  "ENSG00000196159",
3184
  "ENSG00000196166",
3185
  "ENSG00000196188",
3186
+ "ENSG00000196208",
3187
  "ENSG00000196214",
3188
  "ENSG00000196227",
3189
  "ENSG00000196335",
3190
  "ENSG00000196338",
3191
  "ENSG00000196365",
3192
+ "ENSG00000196367",
3193
+ "ENSG00000196372",
3194
  "ENSG00000196376",
3195
  "ENSG00000196378",
3196
  "ENSG00000196388",
3197
  "ENSG00000196411",
 
3198
  "ENSG00000196421",
3199
  "ENSG00000196422",
3200
  "ENSG00000196466",
3201
  "ENSG00000196476",
3202
  "ENSG00000196557",
3203
  "ENSG00000196569",
3204
+ "ENSG00000196584",
3205
  "ENSG00000196616",
3206
  "ENSG00000196646",
3207
  "ENSG00000196653",
3208
  "ENSG00000196663",
3209
  "ENSG00000196670",
 
 
3210
  "ENSG00000196739",
3211
  "ENSG00000196741",
3212
  "ENSG00000196747",
 
3220
  "ENSG00000196923",
3221
  "ENSG00000196943",
3222
  "ENSG00000196967",
 
3223
  "ENSG00000196981",
3224
  "ENSG00000197037",
 
3225
  "ENSG00000197050",
3226
  "ENSG00000197054",
3227
  "ENSG00000197057",
 
3232
  "ENSG00000197134",
3233
  "ENSG00000197140",
3234
  "ENSG00000197162",
 
3235
  "ENSG00000197249",
3236
  "ENSG00000197256",
3237
+ "ENSG00000197273",
3238
  "ENSG00000197275",
3239
  "ENSG00000197279",
3240
  "ENSG00000197291",
 
3241
  "ENSG00000197363",
3242
  "ENSG00000197372",
3243
+ "ENSG00000197408",
3244
  "ENSG00000197415",
3245
  "ENSG00000197417",
3246
  "ENSG00000197471",
3247
  "ENSG00000197497",
3248
  "ENSG00000197520",
3249
  "ENSG00000197540",
3250
+ "ENSG00000197557",
3251
  "ENSG00000197561",
3252
  "ENSG00000197566",
3253
  "ENSG00000197579",
 
3266
  "ENSG00000197766",
3267
  "ENSG00000197771",
3268
  "ENSG00000197779",
 
3269
  "ENSG00000197841",
3270
  "ENSG00000197859",
3271
  "ENSG00000197860",
3272
  "ENSG00000197880",
3273
  "ENSG00000197885",
 
3274
  "ENSG00000197937",
3275
  "ENSG00000197943",
3276
  "ENSG00000197951",
3277
  "ENSG00000198000",
3278
  "ENSG00000198010",
 
3279
  "ENSG00000198046",
3280
+ "ENSG00000198105",
3281
  "ENSG00000198121",
3282
  "ENSG00000198125",
3283
  "ENSG00000198131",
3284
+ "ENSG00000198133",
3285
  "ENSG00000198205",
3286
  "ENSG00000198208",
3287
  "ENSG00000198246",
 
3300
  "ENSG00000198522",
3301
  "ENSG00000198523",
3302
  "ENSG00000198538",
 
3303
  "ENSG00000198554",
3304
  "ENSG00000198576",
3305
  "ENSG00000198598",
3306
  "ENSG00000198642",
3307
  "ENSG00000198689",
3308
  "ENSG00000198712",
 
3309
  "ENSG00000198718",
3310
  "ENSG00000198727",
3311
  "ENSG00000198732",
 
3321
  "ENSG00000198826",
3322
  "ENSG00000198830",
3323
  "ENSG00000198837",
 
3324
  "ENSG00000198860",
 
3325
  "ENSG00000198876",
3326
  "ENSG00000198885",
3327
  "ENSG00000198886",
 
3329
  "ENSG00000198890",
3330
  "ENSG00000198892",
3331
  "ENSG00000198899",
 
3332
  "ENSG00000198924",
3333
  "ENSG00000198932",
3334
  "ENSG00000198933",
 
3336
  "ENSG00000198939",
3337
  "ENSG00000198954",
3338
  "ENSG00000198959",
3339
+ "ENSG00000203441",
3340
  "ENSG00000203706",
3341
  "ENSG00000203747",
3342
  "ENSG00000203778",
3343
+ "ENSG00000203859",
3344
  "ENSG00000203930",
3345
  "ENSG00000204086",
3346
  "ENSG00000204131",
 
3348
  "ENSG00000204161",
3349
  "ENSG00000204175",
3350
  "ENSG00000204209",
 
3351
  "ENSG00000204262",
3352
  "ENSG00000204287",
3353
  "ENSG00000204301",
 
3359
  "ENSG00000204381",
3360
  "ENSG00000204389",
3361
  "ENSG00000204390",
 
 
3362
  "ENSG00000204421",
3363
  "ENSG00000204442",
3364
  "ENSG00000204514",
3365
  "ENSG00000204516",
3366
  "ENSG00000204519",
3367
  "ENSG00000204540",
3368
+ "ENSG00000204577",
3369
  "ENSG00000204592",
3370
  "ENSG00000204599",
3371
  "ENSG00000204713",
 
3372
  "ENSG00000204856",
3373
  "ENSG00000204899",
3374
  "ENSG00000204936",
 
3380
  "ENSG00000205181",
3381
  "ENSG00000205208",
3382
  "ENSG00000205221",
3383
+ "ENSG00000205277",
3384
  "ENSG00000205362",
3385
  "ENSG00000205413",
3386
  "ENSG00000205436",
3387
  "ENSG00000205502",
3388
  "ENSG00000205542",
3389
  "ENSG00000205559",
3390
+ "ENSG00000205593",
3391
  "ENSG00000205643",
3392
  "ENSG00000205659",
3393
  "ENSG00000205710",
 
3405
  "ENSG00000211445",
3406
  "ENSG00000211460",
3407
  "ENSG00000211584",
 
 
 
 
3408
  "ENSG00000212747",
3409
  "ENSG00000212864",
3410
  "ENSG00000213020",
 
3413
  "ENSG00000213185",
3414
  "ENSG00000213190",
3415
  "ENSG00000213203",
 
3416
  "ENSG00000213398",
3417
+ "ENSG00000213468",
3418
  "ENSG00000213533",
 
3419
  "ENSG00000213626",
3420
  "ENSG00000213638",
3421
  "ENSG00000213658",
 
3424
  "ENSG00000213762",
3425
  "ENSG00000213799",
3426
  "ENSG00000213901",
3427
+ "ENSG00000213967",
3428
  "ENSG00000213996",
3429
  "ENSG00000214013",
3430
  "ENSG00000214106",
3431
  "ENSG00000214146",
3432
  "ENSG00000214290",
 
3433
  "ENSG00000214367",
3434
  "ENSG00000214456",
3435
  "ENSG00000214548",
3436
  "ENSG00000214595",
3437
  "ENSG00000214842",
3438
+ "ENSG00000214870",
3439
+ "ENSG00000215014",
3440
  "ENSG00000215018",
3441
  "ENSG00000215068",
3442
  "ENSG00000215218",
 
3450
  "ENSG00000218357",
3451
  "ENSG00000221829",
3452
  "ENSG00000221838",
3453
+ "ENSG00000221866",
3454
  "ENSG00000221890",
3455
  "ENSG00000221916",
3456
  "ENSG00000221923",
3457
  "ENSG00000221944",
3458
  "ENSG00000221949",
3459
  "ENSG00000221955",
3460
+ "ENSG00000221994",
3461
  "ENSG00000223501",
3462
+ "ENSG00000223522",
3463
  "ENSG00000223546",
3464
  "ENSG00000223573",
3465
  "ENSG00000223734",
3466
  "ENSG00000223855",
 
3467
  "ENSG00000223882",
3468
  "ENSG00000223960",
3469
  "ENSG00000224046",
 
3474
  "ENSG00000224429",
3475
  "ENSG00000224509",
3476
  "ENSG00000224536",
3477
+ "ENSG00000224616",
3478
  "ENSG00000224660",
3479
+ "ENSG00000224746",
3480
  "ENSG00000224790",
3481
  "ENSG00000224897",
3482
+ "ENSG00000225032",
3483
+ "ENSG00000225096",
3484
  "ENSG00000225177",
3485
  "ENSG00000225265",
 
3486
  "ENSG00000225361",
3487
  "ENSG00000225439",
 
3488
  "ENSG00000225746",
3489
  "ENSG00000225828",
3490
  "ENSG00000225830",
 
3492
  "ENSG00000225891",
3493
  "ENSG00000226200",
3494
  "ENSG00000226251",
 
3495
  "ENSG00000226476",
3496
  "ENSG00000226711",
3497
  "ENSG00000226833",
 
3499
  "ENSG00000227051",
3500
  "ENSG00000227124",
3501
  "ENSG00000227268",
 
3502
  "ENSG00000227409",
3503
  "ENSG00000227502",
3504
  "ENSG00000227507",
3505
  "ENSG00000227533",
3506
+ "ENSG00000227540",
3507
  "ENSG00000227630",
3508
  "ENSG00000227702",
3509
+ "ENSG00000227896",
3510
+ "ENSG00000228037",
3511
+ "ENSG00000228079",
3512
+ "ENSG00000228084",
3513
+ "ENSG00000228223",
3514
  "ENSG00000228242",
3515
+ "ENSG00000228253",
3516
+ "ENSG00000228427",
3517
  "ENSG00000228486",
3518
  "ENSG00000228506",
3519
  "ENSG00000228824",
 
3524
  "ENSG00000229056",
3525
  "ENSG00000229111",
3526
  "ENSG00000229124",
3527
+ "ENSG00000229178",
3528
+ "ENSG00000229228",
3529
  "ENSG00000229236",
3530
  "ENSG00000229334",
3531
  "ENSG00000229474",
3532
  "ENSG00000229539",
3533
  "ENSG00000229619",
3534
+ "ENSG00000229637",
3535
  "ENSG00000229891",
 
3536
  "ENSG00000230013",
3537
+ "ENSG00000230074",
3538
  "ENSG00000230091",
3539
  "ENSG00000230438",
3540
+ "ENSG00000230510",
 
3541
  "ENSG00000230555",
3542
  "ENSG00000230561",
3543
  "ENSG00000230630",
 
3553
  "ENSG00000231389",
3554
  "ENSG00000231407",
3555
  "ENSG00000231473",
3556
+ "ENSG00000231856",
3557
  "ENSG00000231890",
3558
  "ENSG00000232046",
 
3559
  "ENSG00000232104",
3560
+ "ENSG00000232118",
3561
+ "ENSG00000232453",
3562
  "ENSG00000232613",
3563
  "ENSG00000232618",
3564
  "ENSG00000232645",
 
3566
  "ENSG00000232810",
3567
  "ENSG00000232859",
3568
  "ENSG00000232912",
 
3569
  "ENSG00000233058",
3570
  "ENSG00000233117",
3571
+ "ENSG00000233223",
3572
  "ENSG00000233308",
 
3573
  "ENSG00000233355",
3574
  "ENSG00000233436",
3575
  "ENSG00000233554",
3576
+ "ENSG00000233608",
3577
  "ENSG00000233654",
3578
  "ENSG00000233730",
3579
+ "ENSG00000233785",
3580
  "ENSG00000233791",
3581
  "ENSG00000234072",
3582
  "ENSG00000234155",
3583
  "ENSG00000234171",
 
3584
  "ENSG00000234444",
3585
  "ENSG00000234465",
3586
  "ENSG00000234494",
 
3590
  "ENSG00000234707",
3591
  "ENSG00000234719",
3592
  "ENSG00000234883",
3593
+ "ENSG00000234936",
 
3594
  "ENSG00000235016",
3595
  "ENSG00000235026",
3596
  "ENSG00000235033",
 
3597
  "ENSG00000235106",
3598
  "ENSG00000235169",
3599
  "ENSG00000235173",
3600
  "ENSG00000235314",
3601
  "ENSG00000235366",
3602
+ "ENSG00000235501",
3603
  "ENSG00000235527",
3604
  "ENSG00000235560",
3605
  "ENSG00000235703",
3606
  "ENSG00000235706",
3607
  "ENSG00000235724",
3608
  "ENSG00000235740",
3609
+ "ENSG00000235852",
3610
  "ENSG00000235865",
3611
  "ENSG00000235947",
3612
  "ENSG00000236137",
3613
+ "ENSG00000236255",
3614
+ "ENSG00000236266",
3615
  "ENSG00000236423",
3616
  "ENSG00000236617",
3617
  "ENSG00000236682",
3618
  "ENSG00000236914",
3619
  "ENSG00000236915",
3620
+ "ENSG00000236924",
3621
  "ENSG00000237036",
3622
+ "ENSG00000237126",
3623
  "ENSG00000237181",
3624
  "ENSG00000237232",
3625
  "ENSG00000237298",
3626
  "ENSG00000237310",
3627
+ "ENSG00000237422",
3628
  "ENSG00000237440",
3629
+ "ENSG00000237461",
3630
  "ENSG00000237515",
3631
  "ENSG00000237753",
3632
+ "ENSG00000237928",
3633
  "ENSG00000237949",
3634
  "ENSG00000237989",
3635
  "ENSG00000238058",
3636
  "ENSG00000238113",
3637
  "ENSG00000238120",
3638
  "ENSG00000238121",
 
3639
  "ENSG00000238197",
3640
  "ENSG00000238227",
 
 
3641
  "ENSG00000239713",
3642
  "ENSG00000239779",
3643
  "ENSG00000240038",
 
3644
  "ENSG00000240184",
3645
  "ENSG00000240204",
3646
  "ENSG00000240288",
 
3648
  "ENSG00000240857",
3649
  "ENSG00000240891",
3650
  "ENSG00000241163",
3651
+ "ENSG00000241224",
3652
  "ENSG00000241484",
3653
  "ENSG00000241544",
3654
  "ENSG00000241560",
 
3657
  "ENSG00000241839",
3658
  "ENSG00000241852",
3659
  "ENSG00000241933",
 
3660
  "ENSG00000242110",
3661
  "ENSG00000242732",
3662
  "ENSG00000243150",
3663
  "ENSG00000243244",
3664
+ "ENSG00000243335",
3665
+ "ENSG00000243477",
3666
  "ENSG00000243766",
3667
  "ENSG00000243811",
3668
  "ENSG00000243943",
 
3669
  "ENSG00000244041",
3670
  "ENSG00000244265",
3671
+ "ENSG00000244380",
3672
+ "ENSG00000244459",
3673
  "ENSG00000244509",
3674
  "ENSG00000244558",
3675
  "ENSG00000244968",
3676
+ "ENSG00000245025",
3677
+ "ENSG00000245059",
3678
  "ENSG00000245149",
3679
+ "ENSG00000245156",
3680
  "ENSG00000245164",
3681
  "ENSG00000245275",
3682
  "ENSG00000245281",
 
3693
  "ENSG00000245694",
3694
  "ENSG00000245812",
3695
  "ENSG00000246089",
 
3696
  "ENSG00000246228",
3697
+ "ENSG00000246308",
3698
  "ENSG00000246334",
3699
  "ENSG00000246740",
3700
  "ENSG00000246763",
3701
  "ENSG00000246859",
3702
  "ENSG00000246889",
3703
+ "ENSG00000246922",
3704
  "ENSG00000247081",
3705
  "ENSG00000247092",
3706
  "ENSG00000247095",
 
3707
  "ENSG00000247363",
3708
  "ENSG00000247400",
 
3709
  "ENSG00000247626",
3710
  "ENSG00000247746",
3711
  "ENSG00000247796",
3712
  "ENSG00000247877",
3713
  "ENSG00000247950",
3714
  "ENSG00000248008",
3715
+ "ENSG00000248144",
3716
  "ENSG00000248174",
3717
  "ENSG00000248323",
 
3718
  "ENSG00000248441",
3719
  "ENSG00000248464",
3720
  "ENSG00000248473",
3721
+ "ENSG00000248712",
3722
  "ENSG00000248866",
 
3723
  "ENSG00000248925",
 
3724
  "ENSG00000249115",
 
3725
  "ENSG00000249249",
3726
  "ENSG00000249307",
3727
+ "ENSG00000249378",
3728
  "ENSG00000249471",
3729
  "ENSG00000249572",
3730
  "ENSG00000249669",
3731
  "ENSG00000249673",
3732
+ "ENSG00000249679",
3733
  "ENSG00000249816",
3734
  "ENSG00000249825",
3735
+ "ENSG00000249961",
3736
  "ENSG00000250159",
3737
  "ENSG00000250365",
3738
  "ENSG00000250565",
3739
+ "ENSG00000250764",
3740
  "ENSG00000251015",
3741
  "ENSG00000251072",
3742
  "ENSG00000251075",
3743
+ "ENSG00000251131",
3744
  "ENSG00000251141",
3745
  "ENSG00000251369",
3746
+ "ENSG00000251417",
3747
  "ENSG00000251562",
3748
  "ENSG00000251637",
3749
+ "ENSG00000253106",
3750
  "ENSG00000253250",
3751
  "ENSG00000253276",
3752
  "ENSG00000253368",
 
 
3753
  "ENSG00000253549",
3754
  "ENSG00000253552",
 
3755
  "ENSG00000253633",
 
3756
  "ENSG00000253719",
3757
  "ENSG00000253846",
3758
  "ENSG00000254004",
3759
  "ENSG00000254109",
3760
+ "ENSG00000254343",
3761
  "ENSG00000254470",
3762
+ "ENSG00000254656",
3763
+ "ENSG00000254682",
3764
+ "ENSG00000254815",
3765
  "ENSG00000254858",
3766
  "ENSG00000254860",
3767
  "ENSG00000255052",
3768
  "ENSG00000255153",
 
3769
  "ENSG00000255284",
3770
  "ENSG00000255423",
3771
  "ENSG00000255559",
3772
  "ENSG00000255561",
3773
  "ENSG00000255867",
3774
  "ENSG00000255874",
3775
+ "ENSG00000255882",
3776
  "ENSG00000256039",
3777
  "ENSG00000256087",
 
3778
  "ENSG00000256193",
3779
  "ENSG00000256223",
3780
  "ENSG00000256235",
 
3785
  "ENSG00000256806",
3786
  "ENSG00000257093",
3787
  "ENSG00000257097",
3788
+ "ENSG00000257135",
3789
+ "ENSG00000257176",
3790
+ "ENSG00000257252",
3791
+ "ENSG00000257279",
3792
  "ENSG00000257335",
3793
  "ENSG00000257433",
3794
  "ENSG00000257702",
 
3795
  "ENSG00000257913",
3796
+ "ENSG00000258325",
3797
  "ENSG00000258474",
3798
  "ENSG00000258498",
3799
  "ENSG00000258537",
3800
+ "ENSG00000258572",
3801
  "ENSG00000258655",
3802
  "ENSG00000258730",
3803
  "ENSG00000258738",
3804
+ "ENSG00000258752",
3805
  "ENSG00000258791",
3806
+ "ENSG00000258824",
3807
  "ENSG00000258940",
3808
  "ENSG00000258947",
3809
+ "ENSG00000259065",
3810
+ "ENSG00000259269",
3811
  "ENSG00000259291",
3812
  "ENSG00000259330",
3813
+ "ENSG00000259347",
3814
  "ENSG00000259349",
3815
+ "ENSG00000259370",
3816
  "ENSG00000259438",
3817
+ "ENSG00000259488",
3818
  "ENSG00000259577",
3819
  "ENSG00000259687",
3820
+ "ENSG00000259692",
3821
  "ENSG00000259772",
3822
  "ENSG00000259802",
3823
  "ENSG00000259818",
3824
+ "ENSG00000259823",
3825
  "ENSG00000259826",
 
3826
  "ENSG00000259883",
3827
+ "ENSG00000259891",
3828
  "ENSG00000259943",
3829
+ "ENSG00000259974",
3830
+ "ENSG00000260000",
3831
  "ENSG00000260018",
3832
+ "ENSG00000260077",
3833
  "ENSG00000260219",
3834
+ "ENSG00000260267",
3835
+ "ENSG00000260274",
3836
  "ENSG00000260278",
3837
  "ENSG00000260314",
3838
  "ENSG00000260329",
3839
+ "ENSG00000260339",
3840
  "ENSG00000260475",
3841
  "ENSG00000260493",
3842
+ "ENSG00000260517",
3843
+ "ENSG00000260563",
3844
  "ENSG00000260572",
 
3845
  "ENSG00000260790",
3846
+ "ENSG00000260793",
3847
  "ENSG00000260806",
3848
  "ENSG00000260852",
3849
  "ENSG00000260898",
3850
+ "ENSG00000260911",
3851
+ "ENSG00000260923",
3852
  "ENSG00000260942",
3853
+ "ENSG00000261079",
3854
  "ENSG00000261087",
3855
+ "ENSG00000261098",
3856
  "ENSG00000261150",
3857
  "ENSG00000261173",
3858
  "ENSG00000261220",
3859
+ "ENSG00000261242",
3860
  "ENSG00000261302",
3861
  "ENSG00000261326",
3862
  "ENSG00000261360",
3863
  "ENSG00000261366",
3864
  "ENSG00000261371",
3865
  "ENSG00000261416",
 
3866
  "ENSG00000261485",
3867
+ "ENSG00000261526",
3868
  "ENSG00000261644",
3869
+ "ENSG00000261888",
3870
+ "ENSG00000261889",
3871
  "ENSG00000262155",
3872
  "ENSG00000262468",
3873
+ "ENSG00000262580",
3874
  "ENSG00000262728",
3875
+ "ENSG00000262823",
3876
  "ENSG00000262919",
3877
  "ENSG00000263002",
3878
  "ENSG00000263072",
3879
+ "ENSG00000263272",
3880
  "ENSG00000263465",
3881
+ "ENSG00000263731",
3882
+ "ENSG00000263826",
3883
  "ENSG00000263884",
3884
+ "ENSG00000264112",
3885
  "ENSG00000264235",
3886
  "ENSG00000264247",
3887
+ "ENSG00000264577",
3888
+ "ENSG00000264666",
3889
+ "ENSG00000265008",
3890
  "ENSG00000265458",
3891
  "ENSG00000265666",
 
 
3892
  "ENSG00000266028",
3893
  "ENSG00000266094",
3894
  "ENSG00000266256",
3895
  "ENSG00000266258",
3896
+ "ENSG00000266680",
3897
  "ENSG00000266835",
3898
  "ENSG00000266904",
3899
  "ENSG00000266962",
3900
  "ENSG00000267064",
3901
  "ENSG00000267147",
3902
  "ENSG00000267191",
3903
+ "ENSG00000267282",
3904
  "ENSG00000267296",
3905
+ "ENSG00000267364",
3906
  "ENSG00000267365",
3907
  "ENSG00000267416",
3908
  "ENSG00000267498",
 
3909
  "ENSG00000267680",
3910
+ "ENSG00000267751",
3911
  "ENSG00000267796",
3912
  "ENSG00000267871",
3913
+ "ENSG00000267892",
3914
+ "ENSG00000267939",
3915
  "ENSG00000268001",
3916
  "ENSG00000268006",
3917
+ "ENSG00000268403",
3918
+ "ENSG00000268798",
3919
+ "ENSG00000268996",
3920
+ "ENSG00000269054",
3921
  "ENSG00000269113",
3922
  "ENSG00000269190",
3923
+ "ENSG00000269194",
3924
  "ENSG00000269220",
3925
  "ENSG00000269313",
3926
  "ENSG00000269343",
3927
  "ENSG00000269696",
3928
  "ENSG00000269929",
3929
+ "ENSG00000269973",
3930
  "ENSG00000270006",
3931
+ "ENSG00000270019",
3932
+ "ENSG00000270175",
3933
  "ENSG00000270177",
3934
+ "ENSG00000270210",
3935
+ "ENSG00000270361",
3936
  "ENSG00000270362",
3937
  "ENSG00000270419",
3938
+ "ENSG00000270504",
3939
+ "ENSG00000270562",
3940
+ "ENSG00000270571",
3941
+ "ENSG00000270589",
3942
+ "ENSG00000270659",
3943
  "ENSG00000270959",
3944
+ "ENSG00000271109",
3945
  "ENSG00000271122",
 
3946
  "ENSG00000271601",
3947
  "ENSG00000271605",
3948
+ "ENSG00000271780",
3949
+ "ENSG00000271789",
3950
+ "ENSG00000271824",
3951
+ "ENSG00000271918",
3952
+ "ENSG00000271933",
3953
+ "ENSG00000271938",
3954
+ "ENSG00000271976",
3955
  "ENSG00000271991",
3956
+ "ENSG00000272008",
3957
  "ENSG00000272138",
3958
  "ENSG00000272145",
3959
  "ENSG00000272189",
3960
+ "ENSG00000272277",
3961
  "ENSG00000272333",
3962
+ "ENSG00000272335",
3963
+ "ENSG00000272341",
3964
+ "ENSG00000272345",
3965
+ "ENSG00000272356",
3966
  "ENSG00000272398",
3967
  "ENSG00000272462",
3968
+ "ENSG00000272476",
3969
+ "ENSG00000272501",
3970
  "ENSG00000272568",
3971
+ "ENSG00000272588",
3972
+ "ENSG00000272631",
3973
  "ENSG00000272663",
3974
  "ENSG00000272686",
3975
  "ENSG00000272716",
3976
+ "ENSG00000272735",
3977
+ "ENSG00000272750",
3978
  "ENSG00000272853",
3979
+ "ENSG00000272892",
3980
  "ENSG00000272894",
3981
+ "ENSG00000272906",
3982
+ "ENSG00000272990",
3983
  "ENSG00000273015",
3984
+ "ENSG00000273064",
3985
+ "ENSG00000273080",
3986
+ "ENSG00000273108",
3987
+ "ENSG00000273117",
3988
  "ENSG00000273142",
3989
+ "ENSG00000273151",
3990
+ "ENSG00000273156",
3991
+ "ENSG00000273175",
3992
+ "ENSG00000273254",
3993
+ "ENSG00000273314",
3994
  "ENSG00000273382",
3995
+ "ENSG00000273472",
 
 
3996
  "ENSG00000274349",
 
 
 
 
 
 
3997
  "ENSG00000276045",
3998
+ "ENSG00000277462",
 
 
 
3999
  "ENSG00000278129",
 
 
 
4000
  "ENSG00000280670",
 
 
 
4001
  "ENSG00000290292",
4002
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