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popV
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tabula_sapiens_Lung

Joblib
popV
biology
genomics
single-cell
AnnData:0.12.2
scikit_learn:1.7.2
organism:Homo sapiens
Python:3.12.8
popV:0.6.0
tissue: Lung
Model card Files
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  1. OnClass.data-00000-of-00001 +1 -1
  2. OnClass.index +0 -0
  3. OnClass.meta +2 -2
  4. OnClass.npz +1 -1
  5. README.md +0 -116
  6. accuracies.json +2 -2
  7. celltypist.pkl +1 -1
  8. faiss_index.index +1 -1
  9. harmony_knn_classifier.index +1 -1
  10. metadata.json +0 -33
  11. minified_ref_adata.h5ad +0 -3
  12. popv_output/predictions.csv +0 -0
  13. preprocessing.json +420 -420
  14. ref_labels.csv +0 -0
  15. scanvi/model.pt +2 -2
  16. scvi/model.pt +2 -2
  17. scvi_knn_classifier.index +1 -1
  18. svm_classifier.joblib +1 -1
  19. xgboost_classifier.model +2 -2
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README.md DELETED
@@ -1,116 +0,0 @@
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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:0.12.2
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- - scikit_learn_version:1.7.2
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- - organism:Homo sapiens
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- - python_version:3.12.8
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- - popV
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- - 'tissue: lung'
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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/0d2ee4ac-05ee-40b2-afb6-ebb584caa867.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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- | macrophage | 1682 | 0.97 | 0.98 | 0.98 | 0.98 | 0.00 | 0.94 | 0.97 | 0.96 | 0.98 |
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- | pulmonary alveolar type 2 cell | 1154 | 0.97 | 0.97 | 0.98 | 0.98 | 0.00 | 0.96 | 0.97 | 0.97 | 0.98 |
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- | capillary endothelial cell | 716 | 0.96 | 0.95 | 0.97 | 0.97 | 0.00 | 0.97 | 0.95 | 0.96 | 0.97 |
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- | basal cell | 423 | 0.94 | 0.94 | 0.94 | 0.94 | 0.00 | 0.90 | 0.93 | 0.93 | 0.96 |
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- | pulmonary alveolar type 1 cell | 300 | 0.98 | 0.98 | 0.97 | 0.97 | 0.00 | 0.95 | 0.98 | 0.97 | 0.98 |
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- | intermediate monocyte | 294 | 0.65 | 0.66 | 0.73 | 0.75 | 0.00 | 0.63 | 0.79 | 0.87 | 0.80 |
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- | CD4-positive, alpha-beta T cell | 186 | 0.86 | 0.86 | 0.88 | 0.87 | 0.00 | 0.85 | 0.84 | 0.86 | 0.88 |
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- | CD8-positive, alpha-beta T cell | 184 | 0.85 | 0.83 | 0.86 | 0.85 | 0.00 | 0.84 | 0.79 | 0.85 | 0.87 |
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- | endothelial cell of artery | 179 | 0.77 | 0.78 | 0.79 | 0.78 | 0.00 | 0.79 | 0.75 | 0.76 | 0.80 |
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- | club cell | 174 | 0.82 | 0.79 | 0.87 | 0.83 | 0.00 | 0.80 | 0.84 | 0.84 | 0.87 |
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- | classical monocyte | 136 | 0.55 | 0.57 | 0.55 | 0.56 | 0.00 | 0.59 | 0.74 | 0.92 | 0.73 |
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- | vein endothelial cell | 147 | 0.80 | 0.81 | 0.82 | 0.81 | 0.00 | 0.75 | 0.78 | 0.81 | 0.81 |
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- | basophil | 133 | 0.98 | 0.99 | 1.00 | 1.00 | 0.00 | 0.98 | 0.99 | 0.98 | 0.99 |
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- | lung ciliated cell | 140 | 0.96 | 0.97 | 0.97 | 0.97 | 0.00 | 0.96 | 0.97 | 0.97 | 0.96 |
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- | alveolar adventitial fibroblast | 104 | 0.85 | 0.89 | 0.84 | 0.89 | 0.00 | 0.90 | 0.91 | 0.91 | 0.92 |
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- | respiratory goblet cell | 109 | 0.80 | 0.85 | 0.83 | 0.80 | 0.00 | 0.78 | 0.81 | 0.84 | 0.87 |
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- | natural killer cell | 103 | 0.91 | 0.92 | 0.93 | 0.89 | 0.00 | 0.90 | 0.90 | 0.91 | 0.92 |
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- | pericyte | 85 | 0.77 | 0.88 | 0.91 | 0.95 | 0.00 | 0.91 | 0.90 | 0.90 | 0.93 |
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- | B cell | 56 | 0.98 | 0.97 | 0.97 | 0.98 | 0.00 | 0.99 | 0.96 | 0.96 | 0.99 |
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- | adventitial cell | 48 | 0.79 | 0.84 | 0.72 | 0.77 | 0.00 | 0.74 | 0.88 | 0.86 | 0.88 |
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- | non-classical monocyte | 41 | 0.20 | 0.04 | 0.16 | 0.00 | 0.00 | 0.30 | 0.48 | 0.73 | 0.37 |
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- | monocyte | 54 | 0.50 | 0.32 | 0.48 | 0.46 | 0.00 | 0.52 | 0.56 | 0.78 | 0.64 |
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- | neutrophil | 36 | 0.91 | 0.94 | 0.99 | 0.97 | 0.00 | 0.96 | 0.96 | 0.97 | 0.97 |
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- | endothelial cell of lymphatic vessel | 29 | 0.97 | 0.95 | 0.95 | 0.95 | 0.00 | 0.92 | 0.97 | 0.98 | 0.97 |
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- | bronchial smooth muscle cell | 17 | 0.21 | 0.50 | 0.51 | 0.37 | 0.00 | 0.65 | 0.55 | 0.51 | 0.63 |
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- | mature NK T cell | 16 | 0.00 | 0.32 | 0.32 | 0.11 | 0.00 | 0.45 | 0.38 | 0.45 | 0.38 |
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- | plasma cell | 16 | 0.87 | 0.88 | 0.88 | 0.90 | 0.00 | 0.93 | 0.88 | 0.94 | 0.91 |
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- | vascular associated smooth muscle cell | 11 | 0.46 | 0.70 | 0.75 | 0.64 | 0.00 | 0.55 | 0.48 | 0.64 | 0.77 |
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- | myeloid dendritic cell | 3 | 0.00 | 0.00 | 0.67 | 0.50 | 0.00 | 0.36 | 0.67 | 1.00 | 0.50 |
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- | pulmonary ionocyte | 2 | 1.00 | 1.00 | 1.00 | 0.67 | 0.00 | 0.67 | 1.00 | 1.00 | 1.00 |
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- | plasmacytoid dendritic cell | 2 | 1.00 | 0.00 | 1.00 | 1.00 | 0.00 | 0.80 | 1.00 | 1.00 | 1.00 |
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- | mesothelial cell | 3 | 0.00 | 0.86 | 1.00 | 1.00 | 0.00 | 0.67 | 1.00 | 0.80 | 1.00 |
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- | serous cell of epithelium of bronchus | 2 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.67 | 0.80 | 1.00 | 0.00 |
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- | mast cell | 0 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 |
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-
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- The train accuracies are computed on the training data.
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-
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- | Cell Type | N cells | celltypist | knn bbknn | knn harmony | knn on scvi | onclass | scanvi | svm | xgboost | Consensus Prediction |
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- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- |
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- | macrophage | 14804 | 0.96 | 0.98 | 0.98 | 0.98 | 0.00 | 0.94 | 0.96 | 0.96 | 0.98 |
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- | pulmonary alveolar type 2 cell | 10440 | 0.97 | 0.97 | 0.98 | 0.98 | 0.00 | 0.96 | 0.97 | 0.97 | 0.98 |
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- | capillary endothelial cell | 6527 | 0.97 | 0.96 | 0.97 | 0.97 | 0.00 | 0.97 | 0.96 | 0.96 | 0.98 |
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- | basal cell | 3592 | 0.94 | 0.94 | 0.95 | 0.94 | 0.00 | 0.94 | 0.95 | 0.95 | 0.96 |
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- | pulmonary alveolar type 1 cell | 2816 | 0.97 | 0.98 | 0.97 | 0.97 | 0.00 | 0.96 | 0.98 | 0.97 | 0.98 |
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- | intermediate monocyte | 2491 | 0.64 | 0.68 | 0.75 | 0.74 | 0.00 | 0.67 | 0.81 | 0.87 | 0.83 |
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- | CD4-positive, alpha-beta T cell | 1938 | 0.87 | 0.89 | 0.88 | 0.90 | 0.00 | 0.88 | 0.90 | 0.91 | 0.92 |
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- | CD8-positive, alpha-beta T cell | 1714 | 0.85 | 0.86 | 0.85 | 0.87 | 0.00 | 0.86 | 0.87 | 0.89 | 0.90 |
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- | endothelial cell of artery | 1575 | 0.79 | 0.81 | 0.83 | 0.83 | 0.00 | 0.85 | 0.82 | 0.83 | 0.85 |
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- | club cell | 1573 | 0.84 | 0.84 | 0.89 | 0.86 | 0.00 | 0.83 | 0.87 | 0.87 | 0.89 |
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- | classical monocyte | 1433 | 0.61 | 0.61 | 0.66 | 0.67 | 0.00 | 0.71 | 0.83 | 0.93 | 0.82 |
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- | vein endothelial cell | 1189 | 0.80 | 0.83 | 0.85 | 0.85 | 0.00 | 0.85 | 0.87 | 0.88 | 0.88 |
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- | basophil | 1189 | 0.97 | 0.97 | 0.98 | 0.98 | 0.00 | 0.98 | 0.99 | 0.98 | 0.98 |
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- | lung ciliated cell | 1069 | 0.97 | 0.97 | 0.98 | 0.98 | 0.00 | 0.96 | 0.97 | 0.97 | 0.97 |
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- | alveolar adventitial fibroblast | 1009 | 0.82 | 0.86 | 0.87 | 0.93 | 0.00 | 0.93 | 0.97 | 0.97 | 0.94 |
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- | respiratory goblet cell | 931 | 0.82 | 0.87 | 0.87 | 0.86 | 0.00 | 0.85 | 0.88 | 0.88 | 0.90 |
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- | natural killer cell | 916 | 0.90 | 0.92 | 0.91 | 0.91 | 0.00 | 0.93 | 0.95 | 0.96 | 0.96 |
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- | pericyte | 654 | 0.78 | 0.90 | 0.91 | 0.93 | 0.00 | 0.92 | 0.97 | 0.97 | 0.96 |
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- | B cell | 607 | 0.97 | 0.96 | 0.98 | 0.98 | 0.00 | 0.99 | 1.00 | 0.98 | 0.99 |
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- | adventitial cell | 533 | 0.78 | 0.82 | 0.79 | 0.87 | 0.00 | 0.84 | 0.96 | 0.96 | 0.93 |
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- | non-classical monocyte | 486 | 0.25 | 0.14 | 0.27 | 0.17 | 0.00 | 0.56 | 0.74 | 0.84 | 0.63 |
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- | monocyte | 452 | 0.44 | 0.31 | 0.47 | 0.48 | 0.00 | 0.59 | 0.78 | 0.85 | 0.75 |
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- | neutrophil | 335 | 0.95 | 0.97 | 0.97 | 0.96 | 0.00 | 0.98 | 0.97 | 0.96 | 0.99 |
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- | endothelial cell of lymphatic vessel | 286 | 0.97 | 0.98 | 0.97 | 0.98 | 0.00 | 0.98 | 0.99 | 0.99 | 0.98 |
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- | bronchial smooth muscle cell | 203 | 0.28 | 0.62 | 0.70 | 0.65 | 0.00 | 0.81 | 0.95 | 0.94 | 0.92 |
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- | mature NK T cell | 147 | 0.00 | 0.21 | 0.32 | 0.28 | 0.00 | 0.64 | 0.82 | 0.85 | 0.85 |
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- | plasma cell | 132 | 0.88 | 0.83 | 0.93 | 0.92 | 0.00 | 0.96 | 0.99 | 0.98 | 0.98 |
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- | vascular associated smooth muscle cell | 120 | 0.49 | 0.60 | 0.72 | 0.70 | 0.00 | 0.79 | 0.95 | 0.97 | 0.92 |
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- | myeloid dendritic cell | 30 | 0.00 | 0.12 | 0.83 | 0.77 | 0.00 | 0.51 | 0.87 | 0.92 | 0.90 |
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- | pulmonary ionocyte | 23 | 0.96 | 0.89 | 0.90 | 0.77 | 0.00 | 0.81 | 0.92 | 0.94 | 0.98 |
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- | plasmacytoid dendritic cell | 17 | 0.87 | 0.00 | 0.94 | 0.92 | 0.00 | 0.77 | 1.00 | 1.00 | 1.00 |
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- | mesothelial cell | 15 | 0.00 | 0.76 | 0.72 | 0.64 | 0.00 | 0.45 | 0.88 | 0.88 | 0.79 |
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- | serous cell of epithelium of bronchus | 13 | 0.00 | 0.70 | 0.14 | 0.00 | 0.00 | 0.62 | 0.87 | 0.90 | 0.70 |
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- | mast cell | 3 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.17 | 1.00 | 0.86 | 0.80 |
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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| macrophage | 1682 | 0.97 | 0.98 | 0.98 | 0.98 | 0.00 | 0.94 | 0.97 | 0.96 | 0.98 |\n| pulmonary alveolar type 2 cell | 1154 | 0.97 | 0.97 | 0.98 | 0.98 | 0.00 | 0.96 | 0.97 | 0.97 | 0.98 |\n| capillary endothelial cell | 716 | 0.96 | 0.95 | 0.97 | 0.97 | 0.00 | 0.97 | 0.95 | 0.96 | 0.97 |\n| basal cell | 423 | 0.94 | 0.94 | 0.94 | 0.94 | 0.00 | 0.90 | 0.93 | 0.93 | 0.96 |\n| pulmonary alveolar type 1 cell | 300 | 0.98 | 0.98 | 0.97 | 0.97 | 0.00 | 0.95 | 0.98 | 0.97 | 0.98 |\n| intermediate monocyte | 294 | 0.65 | 0.66 | 0.73 | 0.75 | 0.00 | 0.63 | 0.79 | 0.87 | 0.80 |\n| CD4-positive, alpha-beta T cell | 186 | 0.86 | 0.86 | 0.88 | 0.87 | 0.00 | 0.85 | 0.84 | 0.86 | 0.88 |\n| CD8-positive, alpha-beta T cell | 184 | 0.85 | 0.83 | 0.86 | 0.85 | 0.00 | 0.84 | 0.79 | 0.85 | 0.87 |\n| endothelial cell of artery | 179 | 0.77 | 0.78 | 0.79 | 0.78 | 0.00 | 0.79 | 0.75 | 0.76 | 0.80 |\n| club cell | 174 | 0.82 | 0.79 | 0.87 | 0.83 | 0.00 | 0.80 | 0.84 | 0.84 | 0.87 |\n| classical monocyte | 136 | 0.55 | 0.57 | 0.55 | 0.56 | 0.00 | 0.59 | 0.74 | 0.92 | 0.73 |\n| vein endothelial cell | 147 | 0.80 | 0.81 | 0.82 | 0.81 | 0.00 | 0.75 | 0.78 | 0.81 | 0.81 |\n| basophil | 133 | 0.98 | 0.99 | 1.00 | 1.00 | 0.00 | 0.98 | 0.99 | 0.98 | 0.99 |\n| lung ciliated cell | 140 | 0.96 | 0.97 | 0.97 | 0.97 | 0.00 | 0.96 | 0.97 | 0.97 | 0.96 |\n| alveolar adventitial fibroblast | 104 | 0.85 | 0.89 | 0.84 | 0.89 | 0.00 | 0.90 | 0.91 | 0.91 | 0.92 |\n| respiratory goblet cell | 109 | 0.80 | 0.85 | 0.83 | 0.80 | 0.00 | 0.78 | 0.81 | 0.84 | 0.87 |\n| natural killer cell | 103 | 0.91 | 0.92 | 0.93 | 0.89 | 0.00 | 0.90 | 0.90 | 0.91 | 0.92 |\n| pericyte | 85 | 0.77 | 0.88 | 0.91 | 0.95 | 0.00 | 0.91 | 0.90 | 0.90 | 0.93 |\n| B cell | 56 | 0.98 | 0.97 | 0.97 | 0.98 | 0.00 | 0.99 | 0.96 | 0.96 | 0.99 |\n| adventitial cell | 48 | 0.79 | 0.84 | 0.72 | 0.77 | 0.00 | 0.74 | 0.88 | 0.86 | 0.88 |\n| non-classical monocyte | 41 | 0.20 | 0.04 | 0.16 | 0.00 | 0.00 | 0.30 | 0.48 | 0.73 | 0.37 |\n| monocyte | 54 | 0.50 | 0.32 | 0.48 | 0.46 | 0.00 | 0.52 | 0.56 | 0.78 | 0.64 |\n| neutrophil | 36 | 0.91 | 0.94 | 0.99 | 0.97 | 0.00 | 0.96 | 0.96 | 0.97 | 0.97 |\n| endothelial cell of lymphatic vessel | 29 | 0.97 | 0.95 | 0.95 | 0.95 | 0.00 | 0.92 | 0.97 | 0.98 | 0.97 |\n| bronchial smooth muscle cell | 17 | 0.21 | 0.50 | 0.51 | 0.37 | 0.00 | 0.65 | 0.55 | 0.51 | 0.63 |\n| mature NK T cell | 16 | 0.00 | 0.32 | 0.32 | 0.11 | 0.00 | 0.45 | 0.38 | 0.45 | 0.38 |\n| plasma cell | 16 | 0.87 | 0.88 | 0.88 | 0.90 | 0.00 | 0.93 | 0.88 | 0.94 | 0.91 |\n| vascular associated smooth muscle cell | 11 | 0.46 | 0.70 | 0.75 | 0.64 | 0.00 | 0.55 | 0.48 | 0.64 | 0.77 |\n| myeloid dendritic cell | 3 | 0.00 | 0.00 | 0.67 | 0.50 | 0.00 | 0.36 | 0.67 | 1.00 | 0.50 |\n| pulmonary ionocyte | 2 | 1.00 | 1.00 | 1.00 | 0.67 | 0.00 | 0.67 | 1.00 | 1.00 | 1.00 |\n| plasmacytoid dendritic cell | 2 | 1.00 | 0.00 | 1.00 | 1.00 | 0.00 | 0.80 | 1.00 | 1.00 | 1.00 |\n| mesothelial cell | 3 | 0.00 | 0.86 | 1.00 | 1.00 | 0.00 | 0.67 | 1.00 | 0.80 | 1.00 |\n| serous cell of epithelium of bronchus | 2 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.67 | 0.80 | 1.00 | 0.00 |\n| mast cell | 0 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 |",
3
- "ref_accuracy": "| Cell Type | N cells | celltypist | knn bbknn | knn harmony | knn on scvi | onclass | scanvi | svm | xgboost | Consensus Prediction |\n| --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- |\n| macrophage | 14804 | 0.96 | 0.98 | 0.98 | 0.98 | 0.00 | 0.94 | 0.96 | 0.96 | 0.98 |\n| pulmonary alveolar type 2 cell | 10440 | 0.97 | 0.97 | 0.98 | 0.98 | 0.00 | 0.96 | 0.97 | 0.97 | 0.98 |\n| capillary endothelial cell | 6527 | 0.97 | 0.96 | 0.97 | 0.97 | 0.00 | 0.97 | 0.96 | 0.96 | 0.98 |\n| basal cell | 3592 | 0.94 | 0.94 | 0.95 | 0.94 | 0.00 | 0.94 | 0.95 | 0.95 | 0.96 |\n| pulmonary alveolar type 1 cell | 2816 | 0.97 | 0.98 | 0.97 | 0.97 | 0.00 | 0.96 | 0.98 | 0.97 | 0.98 |\n| intermediate monocyte | 2491 | 0.64 | 0.68 | 0.75 | 0.74 | 0.00 | 0.67 | 0.81 | 0.87 | 0.83 |\n| CD4-positive, alpha-beta T cell | 1938 | 0.87 | 0.89 | 0.88 | 0.90 | 0.00 | 0.88 | 0.90 | 0.91 | 0.92 |\n| CD8-positive, alpha-beta T cell | 1714 | 0.85 | 0.86 | 0.85 | 0.87 | 0.00 | 0.86 | 0.87 | 0.89 | 0.90 |\n| endothelial cell of artery | 1575 | 0.79 | 0.81 | 0.83 | 0.83 | 0.00 | 0.85 | 0.82 | 0.83 | 0.85 |\n| club cell | 1573 | 0.84 | 0.84 | 0.89 | 0.86 | 0.00 | 0.83 | 0.87 | 0.87 | 0.89 |\n| classical monocyte | 1433 | 0.61 | 0.61 | 0.66 | 0.67 | 0.00 | 0.71 | 0.83 | 0.93 | 0.82 |\n| vein endothelial cell | 1189 | 0.80 | 0.83 | 0.85 | 0.85 | 0.00 | 0.85 | 0.87 | 0.88 | 0.88 |\n| basophil | 1189 | 0.97 | 0.97 | 0.98 | 0.98 | 0.00 | 0.98 | 0.99 | 0.98 | 0.98 |\n| lung ciliated cell | 1069 | 0.97 | 0.97 | 0.98 | 0.98 | 0.00 | 0.96 | 0.97 | 0.97 | 0.97 |\n| alveolar adventitial fibroblast | 1009 | 0.82 | 0.86 | 0.87 | 0.93 | 0.00 | 0.93 | 0.97 | 0.97 | 0.94 |\n| respiratory goblet cell | 931 | 0.82 | 0.87 | 0.87 | 0.86 | 0.00 | 0.85 | 0.88 | 0.88 | 0.90 |\n| natural killer cell | 916 | 0.90 | 0.92 | 0.91 | 0.91 | 0.00 | 0.93 | 0.95 | 0.96 | 0.96 |\n| pericyte | 654 | 0.78 | 0.90 | 0.91 | 0.93 | 0.00 | 0.92 | 0.97 | 0.97 | 0.96 |\n| B cell | 607 | 0.97 | 0.96 | 0.98 | 0.98 | 0.00 | 0.99 | 1.00 | 0.98 | 0.99 |\n| adventitial cell | 533 | 0.78 | 0.82 | 0.79 | 0.87 | 0.00 | 0.84 | 0.96 | 0.96 | 0.93 |\n| non-classical monocyte | 486 | 0.25 | 0.14 | 0.27 | 0.17 | 0.00 | 0.56 | 0.74 | 0.84 | 0.63 |\n| monocyte | 452 | 0.44 | 0.31 | 0.47 | 0.48 | 0.00 | 0.59 | 0.78 | 0.85 | 0.75 |\n| neutrophil | 335 | 0.95 | 0.97 | 0.97 | 0.96 | 0.00 | 0.98 | 0.97 | 0.96 | 0.99 |\n| endothelial cell of lymphatic vessel | 286 | 0.97 | 0.98 | 0.97 | 0.98 | 0.00 | 0.98 | 0.99 | 0.99 | 0.98 |\n| bronchial smooth muscle cell | 203 | 0.28 | 0.62 | 0.70 | 0.65 | 0.00 | 0.81 | 0.95 | 0.94 | 0.92 |\n| mature NK T cell | 147 | 0.00 | 0.21 | 0.32 | 0.28 | 0.00 | 0.64 | 0.82 | 0.85 | 0.85 |\n| plasma cell | 132 | 0.88 | 0.83 | 0.93 | 0.92 | 0.00 | 0.96 | 0.99 | 0.98 | 0.98 |\n| vascular associated smooth muscle cell | 120 | 0.49 | 0.60 | 0.72 | 0.70 | 0.00 | 0.79 | 0.95 | 0.97 | 0.92 |\n| myeloid dendritic cell | 30 | 0.00 | 0.12 | 0.83 | 0.77 | 0.00 | 0.51 | 0.87 | 0.92 | 0.90 |\n| pulmonary ionocyte | 23 | 0.96 | 0.89 | 0.90 | 0.77 | 0.00 | 0.81 | 0.92 | 0.94 | 0.98 |\n| plasmacytoid dendritic cell | 17 | 0.87 | 0.00 | 0.94 | 0.92 | 0.00 | 0.77 | 1.00 | 1.00 | 1.00 |\n| mesothelial cell | 15 | 0.00 | 0.76 | 0.72 | 0.64 | 0.00 | 0.45 | 0.88 | 0.88 | 0.79 |\n| serous cell of epithelium of bronchus | 13 | 0.00 | 0.70 | 0.14 | 0.00 | 0.00 | 0.62 | 0.87 | 0.90 | 0.70 |\n| mast cell | 3 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.17 | 1.00 | 0.86 | 0.80 |"
4
  }
 
1
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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| macrophage | 1640 | 0.97 | 0.97 | 0.97 | 0.97 | 0.00 | 0.93 | 0.96 | 0.96 | 0.97 |\n| pulmonary alveolar type 2 cell | 1146 | 0.97 | 0.98 | 0.98 | 0.97 | 0.00 | 0.97 | 0.98 | 0.97 | 0.98 |\n| capillary endothelial cell | 695 | 0.96 | 0.96 | 0.97 | 0.96 | 0.00 | 0.95 | 0.96 | 0.96 | 0.97 |\n| basal cell | 408 | 0.91 | 0.92 | 0.92 | 0.94 | 0.00 | 0.92 | 0.94 | 0.93 | 0.95 |\n| pulmonary alveolar type 1 cell | 303 | 0.97 | 0.98 | 0.96 | 0.97 | 0.00 | 0.98 | 0.98 | 0.98 | 0.99 |\n| intermediate monocyte | 287 | 0.66 | 0.64 | 0.71 | 0.68 | 0.00 | 0.64 | 0.75 | 0.86 | 0.77 |\n| CD4-positive, alpha-beta T cell | 212 | 0.87 | 0.90 | 0.88 | 0.88 | 0.00 | 0.88 | 0.85 | 0.87 | 0.89 |\n| CD8-positive, alpha-beta T cell | 196 | 0.84 | 0.87 | 0.85 | 0.83 | 0.00 | 0.84 | 0.80 | 0.84 | 0.86 |\n| endothelial cell of artery | 161 | 0.79 | 0.81 | 0.83 | 0.81 | 0.00 | 0.77 | 0.74 | 0.79 | 0.84 |\n| club cell | 172 | 0.78 | 0.85 | 0.87 | 0.83 | 0.00 | 0.82 | 0.85 | 0.83 | 0.88 |\n| classical monocyte | 153 | 0.55 | 0.56 | 0.62 | 0.60 | 0.00 | 0.64 | 0.72 | 0.90 | 0.75 |\n| vein endothelial cell | 140 | 0.83 | 0.81 | 0.83 | 0.84 | 0.00 | 0.84 | 0.80 | 0.86 | 0.88 |\n| basophil | 153 | 0.99 | 0.99 | 0.99 | 0.99 | 0.00 | 0.99 | 0.97 | 0.98 | 0.99 |\n| lung ciliated cell | 128 | 0.98 | 0.98 | 0.98 | 0.98 | 0.00 | 0.97 | 0.99 | 0.98 | 0.98 |\n| alveolar adventitial fibroblast | 115 | 0.83 | 0.86 | 0.86 | 0.90 | 0.00 | 0.90 | 0.91 | 0.92 | 0.92 |\n| respiratory goblet cell | 108 | 0.74 | 0.82 | 0.82 | 0.81 | 0.00 | 0.79 | 0.85 | 0.82 | 0.83 |\n| natural killer cell | 102 | 0.85 | 0.89 | 0.88 | 0.89 | 0.00 | 0.90 | 0.88 | 0.89 | 0.89 |\n| pericyte | 78 | 0.83 | 0.89 | 0.89 | 0.92 | 0.00 | 0.87 | 0.92 | 0.90 | 0.92 |\n| B cell | 64 | 0.98 | 0.99 | 0.99 | 0.97 | 0.00 | 0.95 | 0.99 | 0.98 | 0.99 |\n| adventitial cell | 61 | 0.83 | 0.84 | 0.78 | 0.84 | 0.00 | 0.83 | 0.85 | 0.89 | 0.89 |\n| non-classical monocyte | 54 | 0.36 | 0.12 | 0.26 | 0.26 | 0.00 | 0.38 | 0.54 | 0.80 | 0.53 |\n| monocyte | 50 | 0.34 | 0.24 | 0.38 | 0.39 | 0.00 | 0.42 | 0.42 | 0.73 | 0.52 |\n| neutrophil | 37 | 0.93 | 0.96 | 0.93 | 0.97 | 0.00 | 0.95 | 0.96 | 0.91 | 0.97 |\n| endothelial cell of lymphatic vessel | 30 | 0.95 | 0.94 | 0.94 | 0.94 | 0.00 | 0.95 | 0.98 | 0.97 | 0.97 |\n| bronchial smooth muscle cell | 25 | 0.52 | 0.58 | 0.49 | 0.43 | 0.00 | 0.60 | 0.75 | 0.68 | 0.69 |\n| mature NK T cell | 27 | 0.00 | 0.26 | 0.19 | 0.19 | 0.00 | 0.68 | 0.46 | 0.60 | 0.43 |\n| plasma cell | 13 | 0.83 | 0.74 | 0.92 | 0.92 | 0.00 | 0.85 | 0.96 | 0.89 | 0.92 |\n| vascular associated smooth muscle cell | 16 | 0.00 | 0.67 | 0.85 | 0.67 | 0.00 | 0.76 | 0.91 | 0.73 | 0.90 |\n| myeloid dendritic cell | 5 | 0.00 | 0.00 | 0.80 | 0.57 | 0.00 | 0.46 | 0.50 | 1.00 | 0.75 |\n| pulmonary ionocyte | 1 | 0.00 | 1.00 | 1.00 | 0.00 | 0.00 | 0.00 | 1.00 | 1.00 | 1.00 |\n| plasmacytoid dendritic cell | 1 | 1.00 | 0.00 | 1.00 | 0.67 | 0.00 | 0.50 | 1.00 | 0.00 | 1.00 |\n| mesothelial cell | 2 | 0.00 | 0.67 | 0.67 | 0.67 | 0.00 | 0.67 | 0.50 | 0.67 | 0.67 |\n| serous cell of epithelium of bronchus | 2 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.19 | 0.80 | 1.00 | 0.00 |\n| mast cell | 0 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 |",
3
+ "ref_accuracy": "| Cell Type | N cells | celltypist | knn bbknn | knn harmony | knn on scvi | onclass | scanvi | svm | xgboost | Consensus Prediction |\n| --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- |\n| macrophage | 14846 | 0.96 | 0.98 | 0.97 | 0.98 | 0.00 | 0.94 | 0.96 | 0.96 | 0.98 |\n| pulmonary alveolar type 2 cell | 10448 | 0.97 | 0.97 | 0.98 | 0.98 | 0.00 | 0.96 | 0.97 | 0.97 | 0.98 |\n| capillary endothelial cell | 6548 | 0.96 | 0.96 | 0.97 | 0.97 | 0.00 | 0.95 | 0.96 | 0.96 | 0.98 |\n| basal cell | 3607 | 0.92 | 0.94 | 0.95 | 0.95 | 0.00 | 0.94 | 0.95 | 0.95 | 0.97 |\n| pulmonary alveolar type 1 cell | 2813 | 0.95 | 0.98 | 0.97 | 0.97 | 0.00 | 0.97 | 0.98 | 0.97 | 0.98 |\n| intermediate monocyte | 2498 | 0.67 | 0.69 | 0.75 | 0.74 | 0.00 | 0.69 | 0.81 | 0.86 | 0.83 |\n| CD4-positive, alpha-beta T cell | 1912 | 0.87 | 0.89 | 0.89 | 0.89 | 0.00 | 0.90 | 0.90 | 0.91 | 0.92 |\n| CD8-positive, alpha-beta T cell | 1702 | 0.85 | 0.85 | 0.86 | 0.86 | 0.00 | 0.87 | 0.87 | 0.88 | 0.90 |\n| endothelial cell of artery | 1593 | 0.78 | 0.81 | 0.83 | 0.83 | 0.00 | 0.79 | 0.80 | 0.83 | 0.85 |\n| club cell | 1575 | 0.80 | 0.83 | 0.89 | 0.86 | 0.00 | 0.84 | 0.88 | 0.87 | 0.91 |\n| classical monocyte | 1416 | 0.59 | 0.61 | 0.65 | 0.67 | 0.00 | 0.72 | 0.82 | 0.93 | 0.82 |\n| vein endothelial cell | 1196 | 0.79 | 0.83 | 0.85 | 0.84 | 0.00 | 0.85 | 0.86 | 0.89 | 0.88 |\n| basophil | 1169 | 0.97 | 0.98 | 0.99 | 0.98 | 0.00 | 0.97 | 0.98 | 0.98 | 0.98 |\n| lung ciliated cell | 1081 | 0.97 | 0.97 | 0.98 | 0.98 | 0.00 | 0.96 | 0.98 | 0.98 | 0.98 |\n| alveolar adventitial fibroblast | 998 | 0.87 | 0.87 | 0.87 | 0.92 | 0.00 | 0.93 | 0.97 | 0.96 | 0.95 |\n| respiratory goblet cell | 932 | 0.77 | 0.87 | 0.88 | 0.87 | 0.00 | 0.85 | 0.87 | 0.89 | 0.91 |\n| natural killer cell | 917 | 0.91 | 0.92 | 0.91 | 0.92 | 0.00 | 0.93 | 0.96 | 0.96 | 0.96 |\n| pericyte | 661 | 0.79 | 0.89 | 0.92 | 0.92 | 0.00 | 0.94 | 0.98 | 0.98 | 0.97 |\n| B cell | 599 | 0.97 | 0.97 | 0.97 | 0.98 | 0.00 | 0.99 | 0.99 | 0.98 | 0.99 |\n| adventitial cell | 520 | 0.82 | 0.82 | 0.78 | 0.87 | 0.00 | 0.87 | 0.95 | 0.94 | 0.93 |\n| non-classical monocyte | 473 | 0.27 | 0.11 | 0.22 | 0.19 | 0.00 | 0.52 | 0.71 | 0.80 | 0.62 |\n| monocyte | 456 | 0.42 | 0.33 | 0.50 | 0.47 | 0.00 | 0.65 | 0.76 | 0.84 | 0.73 |\n| neutrophil | 334 | 0.94 | 0.97 | 0.97 | 0.96 | 0.00 | 0.95 | 0.98 | 0.96 | 0.98 |\n| endothelial cell of lymphatic vessel | 285 | 0.96 | 0.98 | 0.97 | 0.96 | 0.00 | 0.96 | 0.99 | 0.99 | 0.98 |\n| bronchial smooth muscle cell | 195 | 0.51 | 0.60 | 0.68 | 0.56 | 0.00 | 0.78 | 0.91 | 0.93 | 0.90 |\n| mature NK T cell | 136 | 0.00 | 0.30 | 0.30 | 0.32 | 0.00 | 0.68 | 0.83 | 0.85 | 0.85 |\n| plasma cell | 135 | 0.87 | 0.85 | 0.91 | 0.95 | 0.00 | 0.96 | 0.96 | 0.97 | 0.98 |\n| vascular associated smooth muscle cell | 115 | 0.00 | 0.56 | 0.72 | 0.56 | 0.00 | 0.84 | 0.95 | 0.96 | 0.93 |\n| myeloid dendritic cell | 28 | 0.00 | 0.19 | 0.83 | 0.71 | 0.00 | 0.37 | 0.89 | 0.98 | 0.97 |\n| pulmonary ionocyte | 24 | 0.00 | 0.92 | 0.86 | 0.83 | 0.00 | 0.79 | 0.92 | 0.94 | 1.00 |\n| plasmacytoid dendritic cell | 18 | 0.90 | 0.00 | 0.95 | 0.84 | 0.00 | 0.65 | 1.00 | 1.00 | 1.00 |\n| mesothelial cell | 16 | 0.00 | 0.78 | 0.75 | 0.84 | 0.00 | 0.55 | 0.86 | 0.91 | 0.86 |\n| serous cell of epithelium of bronchus | 13 | 0.00 | 0.47 | 0.00 | 0.47 | 0.00 | 0.17 | 0.84 | 0.93 | 0.63 |\n| mast cell | 3 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.10 | 1.00 | 0.86 | 0.80 |"
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36
  "ENSG00000007933",
@@ -39,13 +34,12 @@
39
  "ENSG00000008226",
40
  "ENSG00000008277",
41
  "ENSG00000008300",
42
- "ENSG00000008516",
43
  "ENSG00000008517",
44
  "ENSG00000008735",
45
  "ENSG00000009724",
46
  "ENSG00000009765",
47
  "ENSG00000009790",
48
- "ENSG00000010030",
49
  "ENSG00000010292",
50
  "ENSG00000010327",
51
  "ENSG00000010379",
@@ -61,10 +55,8 @@
61
  "ENSG00000012124",
62
  "ENSG00000012223",
63
  "ENSG00000012232",
64
- "ENSG00000012779",
65
  "ENSG00000013016",
66
  "ENSG00000013293",
67
- "ENSG00000013297",
68
  "ENSG00000013583",
69
  "ENSG00000013588",
70
  "ENSG00000013725",
@@ -78,18 +70,13 @@
78
  "ENSG00000019186",
79
  "ENSG00000019549",
80
  "ENSG00000019582",
81
- "ENSG00000020633",
82
  "ENSG00000021300",
83
  "ENSG00000021488",
84
  "ENSG00000021826",
85
  "ENSG00000022267",
86
- "ENSG00000022556",
87
- "ENSG00000023171",
88
  "ENSG00000023445",
89
- "ENSG00000026025",
90
  "ENSG00000026751",
91
  "ENSG00000027697",
92
- "ENSG00000028116",
93
  "ENSG00000028137",
94
  "ENSG00000029534",
95
  "ENSG00000029993",
@@ -97,11 +84,12 @@
97
  "ENSG00000034239",
98
  "ENSG00000034971",
99
  "ENSG00000035720",
100
- "ENSG00000036530",
 
101
  "ENSG00000036672",
102
  "ENSG00000038427",
103
- "ENSG00000038945",
104
  "ENSG00000039139",
 
105
  "ENSG00000039600",
106
  "ENSG00000040731",
107
  "ENSG00000041982",
@@ -109,7 +97,6 @@
109
  "ENSG00000042088",
110
  "ENSG00000042429",
111
  "ENSG00000042493",
112
- "ENSG00000042980",
113
  "ENSG00000043039",
114
  "ENSG00000043143",
115
  "ENSG00000043591",
@@ -117,7 +104,6 @@
117
  "ENSG00000046653",
118
  "ENSG00000047457",
119
  "ENSG00000047597",
120
- "ENSG00000048462",
121
  "ENSG00000049089",
122
  "ENSG00000049247",
123
  "ENSG00000049249",
@@ -128,7 +114,6 @@
128
  "ENSG00000050165",
129
  "ENSG00000050555",
130
  "ENSG00000050628",
131
- "ENSG00000050730",
132
  "ENSG00000050767",
133
  "ENSG00000051128",
134
  "ENSG00000051180",
@@ -139,25 +124,22 @@
139
  "ENSG00000053702",
140
  "ENSG00000054179",
141
  "ENSG00000054219",
142
- "ENSG00000054392",
143
  "ENSG00000054967",
144
  "ENSG00000055118",
145
  "ENSG00000055732",
146
  "ENSG00000055813",
147
- "ENSG00000055955",
148
  "ENSG00000056558",
149
  "ENSG00000057149",
150
  "ENSG00000057657",
151
- "ENSG00000058085",
152
  "ENSG00000058404",
153
  "ENSG00000058804",
154
  "ENSG00000059145",
155
- "ENSG00000059691",
156
  "ENSG00000060069",
157
  "ENSG00000060709",
158
  "ENSG00000061337",
159
  "ENSG00000061455",
160
  "ENSG00000061656",
 
161
  "ENSG00000062038",
162
  "ENSG00000062370",
163
  "ENSG00000062524",
@@ -173,23 +155,18 @@
173
  "ENSG00000064692",
174
  "ENSG00000064787",
175
  "ENSG00000064886",
176
- "ENSG00000065054",
177
- "ENSG00000065357",
178
  "ENSG00000065600",
179
  "ENSG00000065618",
180
- "ENSG00000066027",
181
  "ENSG00000066185",
182
  "ENSG00000066248",
183
  "ENSG00000066279",
184
  "ENSG00000066294",
185
- "ENSG00000066382",
186
  "ENSG00000066405",
187
- "ENSG00000066697",
188
- "ENSG00000067177",
189
  "ENSG00000067369",
190
  "ENSG00000067445",
191
  "ENSG00000067715",
192
  "ENSG00000067829",
 
193
  "ENSG00000068001",
194
  "ENSG00000068394",
195
  "ENSG00000068489",
@@ -201,7 +178,6 @@
201
  "ENSG00000070193",
202
  "ENSG00000070729",
203
  "ENSG00000070759",
204
- "ENSG00000070882",
205
  "ENSG00000071282",
206
  "ENSG00000071539",
207
  "ENSG00000071575",
@@ -209,14 +185,10 @@
209
  "ENSG00000072041",
210
  "ENSG00000072121",
211
  "ENSG00000072195",
212
- "ENSG00000072274",
213
  "ENSG00000072315",
214
  "ENSG00000072694",
215
- "ENSG00000072786",
216
- "ENSG00000072840",
217
  "ENSG00000073008",
218
  "ENSG00000073067",
219
- "ENSG00000073536",
220
  "ENSG00000073734",
221
  "ENSG00000073737",
222
  "ENSG00000073756",
@@ -229,25 +201,26 @@
229
  "ENSG00000074966",
230
  "ENSG00000075035",
231
  "ENSG00000075073",
 
232
  "ENSG00000075213",
233
  "ENSG00000075223",
234
  "ENSG00000075340",
235
  "ENSG00000075624",
236
  "ENSG00000075673",
237
  "ENSG00000075826",
238
- "ENSG00000075884",
239
  "ENSG00000076242",
240
  "ENSG00000076382",
241
  "ENSG00000076641",
242
  "ENSG00000076706",
243
  "ENSG00000077063",
244
  "ENSG00000077327",
245
- "ENSG00000077420",
246
  "ENSG00000077522",
247
  "ENSG00000077942",
248
  "ENSG00000077943",
249
  "ENSG00000077984",
 
250
  "ENSG00000078081",
 
251
  "ENSG00000078399",
252
  "ENSG00000078401",
253
  "ENSG00000078589",
@@ -255,9 +228,8 @@
255
  "ENSG00000078725",
256
  "ENSG00000078814",
257
  "ENSG00000078900",
258
- "ENSG00000079156",
259
  "ENSG00000079215",
260
- "ENSG00000079257",
261
  "ENSG00000079931",
262
  "ENSG00000080007",
263
  "ENSG00000080031",
@@ -270,25 +242,21 @@
270
  "ENSG00000081059",
271
  "ENSG00000081138",
272
  "ENSG00000081237",
273
- "ENSG00000081386",
274
  "ENSG00000082074",
275
  "ENSG00000082175",
276
  "ENSG00000082196",
277
  "ENSG00000082293",
278
  "ENSG00000082482",
279
- "ENSG00000082497",
280
  "ENSG00000082512",
281
  "ENSG00000082684",
282
- "ENSG00000082781",
283
  "ENSG00000083454",
284
  "ENSG00000083814",
285
  "ENSG00000083817",
286
  "ENSG00000084072",
287
  "ENSG00000084073",
288
  "ENSG00000084110",
289
- "ENSG00000084453",
290
  "ENSG00000084628",
291
- "ENSG00000084636",
292
  "ENSG00000084674",
293
  "ENSG00000084710",
294
  "ENSG00000084731",
@@ -297,6 +265,7 @@
297
  "ENSG00000085511",
298
  "ENSG00000085514",
299
  "ENSG00000085552",
 
300
  "ENSG00000085662",
301
  "ENSG00000085741",
302
  "ENSG00000085840",
@@ -305,8 +274,6 @@
305
  "ENSG00000086205",
306
  "ENSG00000086288",
307
  "ENSG00000086548",
308
- "ENSG00000086570",
309
- "ENSG00000086619",
310
  "ENSG00000086696",
311
  "ENSG00000086717",
312
  "ENSG00000086991",
@@ -322,10 +289,8 @@
322
  "ENSG00000088325",
323
  "ENSG00000088356",
324
  "ENSG00000088543",
325
- "ENSG00000088756",
326
  "ENSG00000088827",
327
  "ENSG00000088836",
328
- "ENSG00000088970",
329
  "ENSG00000089012",
330
  "ENSG00000089041",
331
  "ENSG00000089091",
@@ -337,9 +302,9 @@
337
  "ENSG00000089685",
338
  "ENSG00000090006",
339
  "ENSG00000090104",
 
340
  "ENSG00000090382",
341
  "ENSG00000090432",
342
- "ENSG00000090539",
343
  "ENSG00000090659",
344
  "ENSG00000090889",
345
  "ENSG00000091129",
@@ -350,18 +315,17 @@
350
  "ENSG00000091536",
351
  "ENSG00000091583",
352
  "ENSG00000091656",
 
353
  "ENSG00000091844",
354
  "ENSG00000091986",
355
  "ENSG00000092051",
356
  "ENSG00000092200",
357
- "ENSG00000092208",
358
  "ENSG00000092295",
359
  "ENSG00000092445",
360
  "ENSG00000092470",
361
  "ENSG00000092621",
362
  "ENSG00000092758",
363
  "ENSG00000092850",
364
- "ENSG00000092853",
365
  "ENSG00000093009",
366
  "ENSG00000093072",
367
  "ENSG00000093134",
@@ -373,7 +337,6 @@
373
  "ENSG00000095587",
374
  "ENSG00000095596",
375
  "ENSG00000095627",
376
- "ENSG00000095777",
377
  "ENSG00000095794",
378
  "ENSG00000095917",
379
  "ENSG00000095970",
@@ -381,7 +344,7 @@
381
  "ENSG00000096093",
382
  "ENSG00000096996",
383
  "ENSG00000099194",
384
- "ENSG00000099282",
385
  "ENSG00000099338",
386
  "ENSG00000099769",
387
  "ENSG00000099860",
@@ -395,11 +358,9 @@
395
  "ENSG00000100003",
396
  "ENSG00000100012",
397
  "ENSG00000100055",
398
- "ENSG00000100056",
399
  "ENSG00000100065",
400
  "ENSG00000100068",
401
  "ENSG00000100079",
402
- "ENSG00000100084",
403
  "ENSG00000100121",
404
  "ENSG00000100122",
405
  "ENSG00000100156",
@@ -408,13 +369,12 @@
408
  "ENSG00000100191",
409
  "ENSG00000100206",
410
  "ENSG00000100218",
 
411
  "ENSG00000100234",
412
  "ENSG00000100271",
413
  "ENSG00000100285",
414
  "ENSG00000100292",
415
  "ENSG00000100298",
416
- "ENSG00000100311",
417
- "ENSG00000100312",
418
  "ENSG00000100336",
419
  "ENSG00000100351",
420
  "ENSG00000100362",
@@ -426,7 +386,6 @@
426
  "ENSG00000100450",
427
  "ENSG00000100453",
428
  "ENSG00000100473",
429
- "ENSG00000100483",
430
  "ENSG00000100505",
431
  "ENSG00000100526",
432
  "ENSG00000100558",
@@ -436,10 +395,11 @@
436
  "ENSG00000100628",
437
  "ENSG00000100629",
438
  "ENSG00000100906",
 
439
  "ENSG00000100979",
440
  "ENSG00000101000",
441
  "ENSG00000101049",
442
- "ENSG00000101057",
443
  "ENSG00000101098",
444
  "ENSG00000101104",
445
  "ENSG00000101115",
@@ -453,7 +413,6 @@
453
  "ENSG00000101222",
454
  "ENSG00000101230",
455
  "ENSG00000101255",
456
- "ENSG00000101276",
457
  "ENSG00000101298",
458
  "ENSG00000101311",
459
  "ENSG00000101333",
@@ -463,9 +422,11 @@
463
  "ENSG00000101443",
464
  "ENSG00000101447",
465
  "ENSG00000101448",
 
466
  "ENSG00000101542",
467
  "ENSG00000101605",
468
  "ENSG00000101670",
 
469
  "ENSG00000101746",
470
  "ENSG00000101825",
471
  "ENSG00000101842",
@@ -479,7 +440,6 @@
479
  "ENSG00000102048",
480
  "ENSG00000102057",
481
  "ENSG00000102098",
482
- "ENSG00000102145",
483
  "ENSG00000102174",
484
  "ENSG00000102230",
485
  "ENSG00000102243",
@@ -490,7 +450,6 @@
490
  "ENSG00000102359",
491
  "ENSG00000102445",
492
  "ENSG00000102452",
493
- "ENSG00000102466",
494
  "ENSG00000102468",
495
  "ENSG00000102524",
496
  "ENSG00000102547",
@@ -509,12 +468,13 @@
509
  "ENSG00000102904",
510
  "ENSG00000102962",
511
  "ENSG00000102970",
 
512
  "ENSG00000103034",
513
  "ENSG00000103056",
514
- "ENSG00000103061",
515
  "ENSG00000103154",
516
  "ENSG00000103187",
517
  "ENSG00000103196",
 
518
  "ENSG00000103253",
519
  "ENSG00000103269",
520
  "ENSG00000103313",
@@ -522,7 +482,6 @@
522
  "ENSG00000103356",
523
  "ENSG00000103375",
524
  "ENSG00000103485",
525
- "ENSG00000103569",
526
  "ENSG00000103653",
527
  "ENSG00000103710",
528
  "ENSG00000103723",
@@ -531,19 +490,15 @@
531
  "ENSG00000103876",
532
  "ENSG00000103995",
533
  "ENSG00000104043",
534
- "ENSG00000104081",
535
  "ENSG00000104140",
536
  "ENSG00000104213",
537
  "ENSG00000104267",
538
- "ENSG00000104312",
539
  "ENSG00000104356",
540
  "ENSG00000104368",
541
- "ENSG00000104381",
542
  "ENSG00000104415",
543
  "ENSG00000104432",
544
- "ENSG00000104524",
545
  "ENSG00000104626",
546
- "ENSG00000104728",
547
  "ENSG00000104814",
548
  "ENSG00000104872",
549
  "ENSG00000104879",
@@ -557,7 +512,6 @@
557
  "ENSG00000105122",
558
  "ENSG00000105131",
559
  "ENSG00000105146",
560
- "ENSG00000105173",
561
  "ENSG00000105219",
562
  "ENSG00000105227",
563
  "ENSG00000105245",
@@ -577,6 +531,7 @@
577
  "ENSG00000105641",
578
  "ENSG00000105655",
579
  "ENSG00000105664",
 
580
  "ENSG00000105696",
581
  "ENSG00000105697",
582
  "ENSG00000105717",
@@ -588,29 +543,27 @@
588
  "ENSG00000105879",
589
  "ENSG00000105894",
590
  "ENSG00000105928",
591
- "ENSG00000105967",
592
- "ENSG00000105971",
593
  "ENSG00000105974",
594
  "ENSG00000105989",
595
  "ENSG00000105991",
 
596
  "ENSG00000106018",
597
  "ENSG00000106034",
598
  "ENSG00000106066",
599
- "ENSG00000106069",
600
  "ENSG00000106123",
601
  "ENSG00000106128",
602
  "ENSG00000106211",
603
  "ENSG00000106236",
604
  "ENSG00000106258",
 
605
  "ENSG00000106278",
606
  "ENSG00000106327",
607
  "ENSG00000106333",
608
  "ENSG00000106336",
609
  "ENSG00000106366",
610
- "ENSG00000106404",
611
  "ENSG00000106479",
612
  "ENSG00000106483",
613
- "ENSG00000106511",
614
  "ENSG00000106538",
615
  "ENSG00000106541",
616
  "ENSG00000106560",
@@ -618,7 +571,6 @@
618
  "ENSG00000106588",
619
  "ENSG00000106624",
620
  "ENSG00000106692",
621
- "ENSG00000106733",
622
  "ENSG00000106772",
623
  "ENSG00000106785",
624
  "ENSG00000106809",
@@ -636,7 +588,6 @@
636
  "ENSG00000107551",
637
  "ENSG00000107562",
638
  "ENSG00000107611",
639
- "ENSG00000107736",
640
  "ENSG00000107742",
641
  "ENSG00000107796",
642
  "ENSG00000107798",
@@ -647,13 +598,11 @@
647
  "ENSG00000107984",
648
  "ENSG00000108176",
649
  "ENSG00000108244",
650
- "ENSG00000108255",
651
  "ENSG00000108342",
652
  "ENSG00000108379",
653
  "ENSG00000108381",
654
  "ENSG00000108384",
655
  "ENSG00000108387",
656
- "ENSG00000108405",
657
  "ENSG00000108515",
658
  "ENSG00000108551",
659
  "ENSG00000108556",
@@ -664,14 +613,13 @@
664
  "ENSG00000108691",
665
  "ENSG00000108700",
666
  "ENSG00000108771",
667
- "ENSG00000108813",
668
  "ENSG00000108821",
669
  "ENSG00000108823",
670
  "ENSG00000108830",
671
  "ENSG00000108839",
672
- "ENSG00000108846",
673
  "ENSG00000108852",
674
- "ENSG00000108960",
 
675
  "ENSG00000109063",
676
  "ENSG00000109072",
677
  "ENSG00000109099",
@@ -691,14 +639,12 @@
691
  "ENSG00000109846",
692
  "ENSG00000109854",
693
  "ENSG00000109861",
 
694
  "ENSG00000109943",
695
- "ENSG00000110002",
696
- "ENSG00000110025",
697
  "ENSG00000110060",
698
  "ENSG00000110077",
699
  "ENSG00000110079",
700
  "ENSG00000110169",
701
- "ENSG00000110203",
702
  "ENSG00000110218",
703
  "ENSG00000110318",
704
  "ENSG00000110324",
@@ -713,6 +659,7 @@
713
  "ENSG00000110881",
714
  "ENSG00000110900",
715
  "ENSG00000110934",
 
716
  "ENSG00000111052",
717
  "ENSG00000111057",
718
  "ENSG00000111087",
@@ -740,6 +687,7 @@
740
  "ENSG00000111696",
741
  "ENSG00000111728",
742
  "ENSG00000111729",
 
743
  "ENSG00000111783",
744
  "ENSG00000111796",
745
  "ENSG00000111799",
@@ -747,6 +695,7 @@
747
  "ENSG00000111834",
748
  "ENSG00000111863",
749
  "ENSG00000111907",
 
750
  "ENSG00000111981",
751
  "ENSG00000112139",
752
  "ENSG00000112149",
@@ -755,6 +704,7 @@
755
  "ENSG00000112208",
756
  "ENSG00000112214",
757
  "ENSG00000112218",
 
758
  "ENSG00000112299",
759
  "ENSG00000112303",
760
  "ENSG00000112378",
@@ -769,10 +719,9 @@
769
  "ENSG00000112742",
770
  "ENSG00000112759",
771
  "ENSG00000112769",
772
- "ENSG00000112782",
773
  "ENSG00000112796",
774
  "ENSG00000112799",
775
- "ENSG00000112855",
776
  "ENSG00000112981",
777
  "ENSG00000112984",
778
  "ENSG00000113083",
@@ -784,16 +733,15 @@
784
  "ENSG00000113272",
785
  "ENSG00000113296",
786
  "ENSG00000113303",
787
- "ENSG00000113319",
788
  "ENSG00000113361",
789
  "ENSG00000113389",
790
  "ENSG00000113396",
791
  "ENSG00000113525",
792
  "ENSG00000113555",
793
- "ENSG00000113578",
794
  "ENSG00000113739",
795
  "ENSG00000113749",
796
  "ENSG00000113758",
 
797
  "ENSG00000113924",
798
  "ENSG00000113946",
799
  "ENSG00000114013",
@@ -801,25 +749,24 @@
801
  "ENSG00000114248",
802
  "ENSG00000114268",
803
  "ENSG00000114270",
804
- "ENSG00000114446",
805
  "ENSG00000114455",
806
  "ENSG00000114473",
807
  "ENSG00000114547",
808
  "ENSG00000114638",
 
809
  "ENSG00000114757",
810
  "ENSG00000114812",
 
811
  "ENSG00000114923",
812
  "ENSG00000114948",
813
  "ENSG00000115009",
814
  "ENSG00000115085",
815
  "ENSG00000115165",
816
- "ENSG00000115194",
817
  "ENSG00000115226",
818
  "ENSG00000115232",
819
  "ENSG00000115252",
820
  "ENSG00000115318",
821
- "ENSG00000115325",
822
- "ENSG00000115353",
823
  "ENSG00000115380",
824
  "ENSG00000115414",
825
  "ENSG00000115423",
@@ -829,11 +776,11 @@
829
  "ENSG00000115526",
830
  "ENSG00000115556",
831
  "ENSG00000115590",
 
832
  "ENSG00000115602",
833
  "ENSG00000115607",
834
  "ENSG00000115616",
835
  "ENSG00000115641",
836
- "ENSG00000115648",
837
  "ENSG00000115665",
838
  "ENSG00000115687",
839
  "ENSG00000115705",
@@ -842,7 +789,6 @@
842
  "ENSG00000115828",
843
  "ENSG00000115902",
844
  "ENSG00000115956",
845
- "ENSG00000115993",
846
  "ENSG00000116016",
847
  "ENSG00000116141",
848
  "ENSG00000116147",
@@ -851,6 +797,7 @@
851
  "ENSG00000116337",
852
  "ENSG00000116396",
853
  "ENSG00000116514",
 
854
  "ENSG00000116675",
855
  "ENSG00000116690",
856
  "ENSG00000116701",
@@ -862,11 +809,8 @@
862
  "ENSG00000116852",
863
  "ENSG00000116885",
864
  "ENSG00000116962",
865
- "ENSG00000116981",
866
  "ENSG00000116985",
867
  "ENSG00000116990",
868
- "ENSG00000117009",
869
- "ENSG00000117013",
870
  "ENSG00000117016",
871
  "ENSG00000117090",
872
  "ENSG00000117091",
@@ -875,12 +819,12 @@
875
  "ENSG00000117154",
876
  "ENSG00000117228",
877
  "ENSG00000117245",
878
- "ENSG00000117281",
879
  "ENSG00000117318",
880
  "ENSG00000117399",
881
  "ENSG00000117472",
882
  "ENSG00000117477",
883
  "ENSG00000117501",
 
884
  "ENSG00000117560",
885
  "ENSG00000117586",
886
  "ENSG00000117594",
@@ -894,12 +838,10 @@
894
  "ENSG00000117984",
895
  "ENSG00000118004",
896
  "ENSG00000118096",
897
- "ENSG00000118307",
898
  "ENSG00000118308",
899
  "ENSG00000118402",
900
  "ENSG00000118473",
901
  "ENSG00000118492",
902
- "ENSG00000118513",
903
  "ENSG00000118514",
904
  "ENSG00000118515",
905
  "ENSG00000118520",
@@ -917,15 +859,10 @@
917
  "ENSG00000119042",
918
  "ENSG00000119121",
919
  "ENSG00000119147",
920
- "ENSG00000119397",
921
- "ENSG00000119401",
922
- "ENSG00000119457",
923
  "ENSG00000119508",
924
  "ENSG00000119599",
925
- "ENSG00000119630",
926
  "ENSG00000119636",
927
  "ENSG00000119681",
928
- "ENSG00000119699",
929
  "ENSG00000119866",
930
  "ENSG00000119900",
931
  "ENSG00000119917",
@@ -938,10 +875,7 @@
938
  "ENSG00000120075",
939
  "ENSG00000120129",
940
  "ENSG00000120149",
941
- "ENSG00000120156",
942
  "ENSG00000120160",
943
- "ENSG00000120210",
944
- "ENSG00000120217",
945
  "ENSG00000120262",
946
  "ENSG00000120280",
947
  "ENSG00000120437",
@@ -950,6 +884,8 @@
950
  "ENSG00000120509",
951
  "ENSG00000120664",
952
  "ENSG00000120708",
 
 
953
  "ENSG00000120833",
954
  "ENSG00000120875",
955
  "ENSG00000120885",
@@ -959,7 +895,6 @@
959
  "ENSG00000121053",
960
  "ENSG00000121152",
961
  "ENSG00000121297",
962
- "ENSG00000121316",
963
  "ENSG00000121406",
964
  "ENSG00000121417",
965
  "ENSG00000121454",
@@ -969,11 +904,9 @@
969
  "ENSG00000121769",
970
  "ENSG00000121807",
971
  "ENSG00000121858",
972
- "ENSG00000121895",
973
  "ENSG00000121898",
974
  "ENSG00000121903",
975
  "ENSG00000121904",
976
- "ENSG00000121933",
977
  "ENSG00000121966",
978
  "ENSG00000122121",
979
  "ENSG00000122122",
@@ -987,7 +920,6 @@
987
  "ENSG00000122574",
988
  "ENSG00000122592",
989
  "ENSG00000122679",
990
- "ENSG00000122694",
991
  "ENSG00000122707",
992
  "ENSG00000122735",
993
  "ENSG00000122852",
@@ -996,6 +928,7 @@
996
  "ENSG00000122877",
997
  "ENSG00000122952",
998
  "ENSG00000123080",
 
999
  "ENSG00000123329",
1000
  "ENSG00000123338",
1001
  "ENSG00000123342",
@@ -1019,24 +952,21 @@
1019
  "ENSG00000124203",
1020
  "ENSG00000124212",
1021
  "ENSG00000124215",
 
1022
  "ENSG00000124256",
1023
  "ENSG00000124343",
1024
  "ENSG00000124374",
1025
- "ENSG00000124459",
1026
  "ENSG00000124466",
1027
  "ENSG00000124490",
1028
  "ENSG00000124491",
1029
  "ENSG00000124508",
1030
  "ENSG00000124574",
1031
  "ENSG00000124610",
1032
- "ENSG00000124615",
1033
- "ENSG00000124688",
1034
  "ENSG00000124731",
1035
  "ENSG00000124743",
1036
  "ENSG00000124749",
1037
  "ENSG00000124780",
1038
  "ENSG00000124785",
1039
- "ENSG00000124787",
1040
  "ENSG00000124875",
1041
  "ENSG00000124882",
1042
  "ENSG00000124939",
@@ -1046,7 +976,6 @@
1046
  "ENSG00000125149",
1047
  "ENSG00000125245",
1048
  "ENSG00000125246",
1049
- "ENSG00000125285",
1050
  "ENSG00000125319",
1051
  "ENSG00000125354",
1052
  "ENSG00000125355",
@@ -1057,20 +986,20 @@
1057
  "ENSG00000125538",
1058
  "ENSG00000125618",
1059
  "ENSG00000125675",
 
1060
  "ENSG00000125810",
1061
  "ENSG00000125851",
1062
- "ENSG00000125872",
1063
  "ENSG00000125965",
1064
  "ENSG00000125968",
1065
  "ENSG00000125999",
1066
  "ENSG00000126016",
 
1067
  "ENSG00000126262",
1068
  "ENSG00000126353",
1069
  "ENSG00000126467",
1070
  "ENSG00000126500",
1071
  "ENSG00000126562",
1072
  "ENSG00000126733",
1073
- "ENSG00000126803",
1074
  "ENSG00000126822",
1075
  "ENSG00000126838",
1076
  "ENSG00000126861",
@@ -1083,14 +1012,14 @@
1083
  "ENSG00000127083",
1084
  "ENSG00000127084",
1085
  "ENSG00000127129",
 
1086
  "ENSG00000127241",
1087
  "ENSG00000127249",
1088
  "ENSG00000127252",
1089
  "ENSG00000127324",
1090
  "ENSG00000127329",
1091
- "ENSG00000127533",
1092
  "ENSG00000127564",
1093
- "ENSG00000127586",
1094
  "ENSG00000127824",
1095
  "ENSG00000127920",
1096
  "ENSG00000127951",
@@ -1101,7 +1030,6 @@
1101
  "ENSG00000128242",
1102
  "ENSG00000128245",
1103
  "ENSG00000128266",
1104
- "ENSG00000128294",
1105
  "ENSG00000128298",
1106
  "ENSG00000128340",
1107
  "ENSG00000128342",
@@ -1119,10 +1047,10 @@
1119
  "ENSG00000128596",
1120
  "ENSG00000128604",
1121
  "ENSG00000128606",
 
1122
  "ENSG00000128656",
1123
  "ENSG00000128683",
1124
  "ENSG00000128815",
1125
- "ENSG00000128872",
1126
  "ENSG00000128917",
1127
  "ENSG00000128965",
1128
  "ENSG00000129116",
@@ -1131,22 +1059,18 @@
1131
  "ENSG00000129173",
1132
  "ENSG00000129194",
1133
  "ENSG00000129204",
1134
- "ENSG00000129214",
1135
  "ENSG00000129244",
1136
  "ENSG00000129295",
1137
  "ENSG00000129355",
1138
  "ENSG00000129450",
1139
  "ENSG00000129451",
1140
- "ENSG00000129467",
1141
  "ENSG00000129538",
1142
- "ENSG00000129595",
1143
  "ENSG00000129596",
1144
  "ENSG00000129675",
1145
  "ENSG00000129696",
1146
  "ENSG00000129988",
1147
  "ENSG00000129991",
1148
  "ENSG00000130023",
1149
- "ENSG00000130032",
1150
  "ENSG00000130035",
1151
  "ENSG00000130038",
1152
  "ENSG00000130045",
@@ -1160,15 +1084,13 @@
1160
  "ENSG00000130303",
1161
  "ENSG00000130307",
1162
  "ENSG00000130347",
 
1163
  "ENSG00000130413",
1164
  "ENSG00000130487",
1165
  "ENSG00000130513",
1166
  "ENSG00000130528",
1167
  "ENSG00000130544",
1168
- "ENSG00000130590",
1169
- "ENSG00000130592",
1170
  "ENSG00000130595",
1171
- "ENSG00000130598",
1172
  "ENSG00000130635",
1173
  "ENSG00000130649",
1174
  "ENSG00000130701",
@@ -1179,13 +1101,14 @@
1179
  "ENSG00000130988",
1180
  "ENSG00000130997",
1181
  "ENSG00000131015",
 
1182
  "ENSG00000131044",
1183
  "ENSG00000131050",
1184
  "ENSG00000131055",
1185
  "ENSG00000131080",
1186
  "ENSG00000131097",
 
1187
  "ENSG00000131203",
1188
- "ENSG00000131242",
1189
  "ENSG00000131386",
1190
  "ENSG00000131400",
1191
  "ENSG00000131409",
@@ -1199,7 +1122,6 @@
1199
  "ENSG00000131747",
1200
  "ENSG00000131845",
1201
  "ENSG00000131849",
1202
- "ENSG00000131910",
1203
  "ENSG00000131969",
1204
  "ENSG00000132002",
1205
  "ENSG00000132031",
@@ -1218,15 +1140,12 @@
1218
  "ENSG00000132554",
1219
  "ENSG00000132561",
1220
  "ENSG00000132639",
1221
- "ENSG00000132640",
1222
  "ENSG00000132702",
1223
  "ENSG00000132718",
1224
- "ENSG00000132749",
1225
  "ENSG00000132768",
1226
  "ENSG00000132773",
1227
  "ENSG00000132792",
1228
  "ENSG00000132801",
1229
- "ENSG00000132840",
1230
  "ENSG00000132854",
1231
  "ENSG00000132874",
1232
  "ENSG00000132881",
@@ -1240,10 +1159,10 @@
1240
  "ENSG00000133069",
1241
  "ENSG00000133083",
1242
  "ENSG00000133101",
1243
- "ENSG00000133106",
1244
  "ENSG00000133107",
1245
  "ENSG00000133110",
1246
  "ENSG00000133115",
 
1247
  "ENSG00000133392",
1248
  "ENSG00000133477",
1249
  "ENSG00000133561",
@@ -1258,7 +1177,6 @@
1258
  "ENSG00000134020",
1259
  "ENSG00000134042",
1260
  "ENSG00000134057",
1261
- "ENSG00000134061",
1262
  "ENSG00000134070",
1263
  "ENSG00000134198",
1264
  "ENSG00000134201",
@@ -1275,18 +1193,17 @@
1275
  "ENSG00000134339",
1276
  "ENSG00000134343",
1277
  "ENSG00000134363",
 
1278
  "ENSG00000134460",
1279
- "ENSG00000134463",
1280
  "ENSG00000134533",
1281
  "ENSG00000134539",
1282
  "ENSG00000134545",
1283
  "ENSG00000134569",
1284
  "ENSG00000134571",
1285
  "ENSG00000134575",
 
1286
  "ENSG00000134627",
1287
- "ENSG00000134690",
1288
  "ENSG00000134716",
1289
- "ENSG00000134757",
1290
  "ENSG00000134762",
1291
  "ENSG00000134817",
1292
  "ENSG00000134827",
@@ -1308,7 +1225,6 @@
1308
  "ENSG00000135245",
1309
  "ENSG00000135269",
1310
  "ENSG00000135297",
1311
- "ENSG00000135298",
1312
  "ENSG00000135324",
1313
  "ENSG00000135336",
1314
  "ENSG00000135338",
@@ -1334,24 +1250,23 @@
1334
  "ENSG00000135823",
1335
  "ENSG00000135835",
1336
  "ENSG00000135838",
1337
- "ENSG00000135842",
1338
  "ENSG00000135845",
1339
- "ENSG00000135912",
1340
  "ENSG00000135914",
1341
  "ENSG00000135919",
1342
  "ENSG00000135925",
1343
  "ENSG00000135929",
1344
  "ENSG00000135951",
 
1345
  "ENSG00000136011",
1346
  "ENSG00000136114",
1347
  "ENSG00000136156",
1348
  "ENSG00000136160",
1349
  "ENSG00000136167",
1350
- "ENSG00000136193",
1351
  "ENSG00000136235",
1352
  "ENSG00000136244",
1353
  "ENSG00000136250",
1354
  "ENSG00000136378",
 
1355
  "ENSG00000136449",
1356
  "ENSG00000136457",
1357
  "ENSG00000136531",
@@ -1372,12 +1287,12 @@
1372
  "ENSG00000136960",
1373
  "ENSG00000136997",
1374
  "ENSG00000136999",
 
1375
  "ENSG00000137077",
1376
  "ENSG00000137078",
1377
  "ENSG00000137098",
1378
  "ENSG00000137101",
1379
  "ENSG00000137103",
1380
- "ENSG00000137161",
1381
  "ENSG00000137185",
1382
  "ENSG00000137225",
1383
  "ENSG00000137265",
@@ -1387,6 +1302,7 @@
1387
  "ENSG00000137434",
1388
  "ENSG00000137440",
1389
  "ENSG00000137441",
 
1390
  "ENSG00000137474",
1391
  "ENSG00000137491",
1392
  "ENSG00000137501",
@@ -1412,6 +1328,7 @@
1412
  "ENSG00000137809",
1413
  "ENSG00000137814",
1414
  "ENSG00000137824",
 
1415
  "ENSG00000137841",
1416
  "ENSG00000137860",
1417
  "ENSG00000137868",
@@ -1435,33 +1352,29 @@
1435
  "ENSG00000138166",
1436
  "ENSG00000138185",
1437
  "ENSG00000138207",
1438
- "ENSG00000138246",
1439
- "ENSG00000138315",
1440
  "ENSG00000138316",
1441
  "ENSG00000138347",
1442
  "ENSG00000138356",
1443
  "ENSG00000138380",
1444
  "ENSG00000138386",
1445
  "ENSG00000138400",
 
1446
  "ENSG00000138587",
1447
  "ENSG00000138615",
1448
  "ENSG00000138623",
1449
  "ENSG00000138646",
1450
  "ENSG00000138650",
 
1451
  "ENSG00000138722",
1452
  "ENSG00000138735",
1453
- "ENSG00000138741",
1454
  "ENSG00000138755",
1455
  "ENSG00000138772",
1456
  "ENSG00000138792",
1457
  "ENSG00000138795",
1458
  "ENSG00000138823",
1459
- "ENSG00000138829",
1460
  "ENSG00000138835",
1461
- "ENSG00000138944",
1462
  "ENSG00000138964",
1463
  "ENSG00000139055",
1464
- "ENSG00000139155",
1465
  "ENSG00000139187",
1466
  "ENSG00000139193",
1467
  "ENSG00000139194",
@@ -1476,16 +1389,14 @@
1476
  "ENSG00000139567",
1477
  "ENSG00000139572",
1478
  "ENSG00000139626",
1479
- "ENSG00000139718",
1480
  "ENSG00000139874",
1481
  "ENSG00000139890",
1482
  "ENSG00000139899",
1483
  "ENSG00000139914",
1484
  "ENSG00000139970",
1485
- "ENSG00000140015",
1486
  "ENSG00000140022",
1487
  "ENSG00000140030",
1488
- "ENSG00000140057",
1489
  "ENSG00000140067",
1490
  "ENSG00000140090",
1491
  "ENSG00000140092",
@@ -1496,14 +1407,13 @@
1496
  "ENSG00000140323",
1497
  "ENSG00000140368",
1498
  "ENSG00000140379",
1499
- "ENSG00000140382",
1500
  "ENSG00000140451",
1501
  "ENSG00000140459",
1502
  "ENSG00000140471",
1503
  "ENSG00000140481",
1504
  "ENSG00000140527",
1505
  "ENSG00000140538",
1506
- "ENSG00000140543",
1507
  "ENSG00000140553",
1508
  "ENSG00000140600",
1509
  "ENSG00000140718",
@@ -1512,13 +1422,15 @@
1512
  "ENSG00000140807",
1513
  "ENSG00000140835",
1514
  "ENSG00000140873",
 
1515
  "ENSG00000140937",
 
1516
  "ENSG00000140950",
1517
  "ENSG00000140961",
1518
- "ENSG00000140968",
1519
  "ENSG00000141040",
1520
  "ENSG00000141052",
1521
  "ENSG00000141179",
 
1522
  "ENSG00000141232",
1523
  "ENSG00000141293",
1524
  "ENSG00000141294",
@@ -1530,19 +1442,14 @@
1530
  "ENSG00000141519",
1531
  "ENSG00000141540",
1532
  "ENSG00000141560",
1533
- "ENSG00000141576",
1534
  "ENSG00000141577",
1535
- "ENSG00000141639",
1536
  "ENSG00000141665",
1537
  "ENSG00000141682",
1538
- "ENSG00000141750",
1539
- "ENSG00000141753",
1540
  "ENSG00000141934",
1541
  "ENSG00000141968",
1542
  "ENSG00000142156",
1543
  "ENSG00000142173",
1544
- "ENSG00000142197",
1545
- "ENSG00000142233",
1546
  "ENSG00000142405",
1547
  "ENSG00000142408",
1548
  "ENSG00000142494",
@@ -1556,7 +1463,6 @@
1556
  "ENSG00000142700",
1557
  "ENSG00000142748",
1558
  "ENSG00000142871",
1559
- "ENSG00000142920",
1560
  "ENSG00000142945",
1561
  "ENSG00000142959",
1562
  "ENSG00000142973",
@@ -1567,7 +1473,6 @@
1567
  "ENSG00000143119",
1568
  "ENSG00000143126",
1569
  "ENSG00000143147",
1570
- "ENSG00000143167",
1571
  "ENSG00000143184",
1572
  "ENSG00000143185",
1573
  "ENSG00000143195",
@@ -1576,26 +1481,25 @@
1576
  "ENSG00000143226",
1577
  "ENSG00000143228",
1578
  "ENSG00000143248",
 
1579
  "ENSG00000143297",
1580
  "ENSG00000143355",
1581
- "ENSG00000143363",
1582
  "ENSG00000143374",
1583
  "ENSG00000143387",
1584
- "ENSG00000143412",
1585
  "ENSG00000143416",
1586
  "ENSG00000143452",
1587
  "ENSG00000143476",
1588
  "ENSG00000143494",
1589
- "ENSG00000143499",
1590
  "ENSG00000143502",
1591
- "ENSG00000143515",
1592
  "ENSG00000143546",
 
1593
  "ENSG00000143590",
1594
  "ENSG00000143603",
1595
  "ENSG00000143622",
1596
  "ENSG00000143630",
1597
  "ENSG00000143702",
1598
  "ENSG00000143740",
 
1599
  "ENSG00000143839",
1600
  "ENSG00000143847",
1601
  "ENSG00000143851",
@@ -1604,9 +1508,7 @@
1604
  "ENSG00000143994",
1605
  "ENSG00000144045",
1606
  "ENSG00000144057",
1607
- "ENSG00000144061",
1608
  "ENSG00000144152",
1609
- "ENSG00000144199",
1610
  "ENSG00000144214",
1611
  "ENSG00000144230",
1612
  "ENSG00000144339",
@@ -1614,21 +1516,19 @@
1614
  "ENSG00000144369",
1615
  "ENSG00000144406",
1616
  "ENSG00000144410",
1617
- "ENSG00000144452",
1618
- "ENSG00000144460",
1619
- "ENSG00000144559",
1620
  "ENSG00000144596",
1621
  "ENSG00000144644",
1622
- "ENSG00000144647",
1623
  "ENSG00000144712",
1624
  "ENSG00000144730",
1625
  "ENSG00000144771",
1626
  "ENSG00000144792",
1627
  "ENSG00000144821",
 
1628
  "ENSG00000144837",
1629
  "ENSG00000144843",
1630
  "ENSG00000144891",
1631
  "ENSG00000144908",
 
1632
  "ENSG00000145113",
1633
  "ENSG00000145147",
1634
  "ENSG00000145241",
@@ -1636,7 +1536,6 @@
1636
  "ENSG00000145248",
1637
  "ENSG00000145283",
1638
  "ENSG00000145362",
1639
- "ENSG00000145386",
1640
  "ENSG00000145423",
1641
  "ENSG00000145451",
1642
  "ENSG00000145491",
@@ -1648,12 +1547,9 @@
1648
  "ENSG00000145685",
1649
  "ENSG00000145700",
1650
  "ENSG00000145708",
1651
- "ENSG00000145757",
1652
  "ENSG00000145824",
1653
  "ENSG00000145864",
1654
- "ENSG00000145882",
1655
  "ENSG00000145908",
1656
- "ENSG00000145916",
1657
  "ENSG00000145934",
1658
  "ENSG00000145936",
1659
  "ENSG00000145945",
@@ -1661,7 +1557,6 @@
1661
  "ENSG00000146013",
1662
  "ENSG00000146021",
1663
  "ENSG00000146070",
1664
- "ENSG00000146109",
1665
  "ENSG00000146112",
1666
  "ENSG00000146151",
1667
  "ENSG00000146166",
@@ -1672,8 +1567,7 @@
1672
  "ENSG00000146285",
1673
  "ENSG00000146409",
1674
  "ENSG00000146453",
1675
- "ENSG00000146530",
1676
- "ENSG00000146670",
1677
  "ENSG00000146674",
1678
  "ENSG00000146839",
1679
  "ENSG00000146904",
@@ -1682,9 +1576,9 @@
1682
  "ENSG00000147041",
1683
  "ENSG00000147059",
1684
  "ENSG00000147082",
1685
- "ENSG00000147100",
1686
- "ENSG00000147113",
1687
  "ENSG00000147124",
 
1688
  "ENSG00000147168",
1689
  "ENSG00000147174",
1690
  "ENSG00000147206",
@@ -1693,24 +1587,23 @@
1693
  "ENSG00000147400",
1694
  "ENSG00000147421",
1695
  "ENSG00000147465",
1696
- "ENSG00000147536",
1697
  "ENSG00000147573",
1698
  "ENSG00000147606",
 
1699
  "ENSG00000147655",
1700
  "ENSG00000147697",
1701
  "ENSG00000147872",
1702
- "ENSG00000147874",
1703
  "ENSG00000148053",
1704
  "ENSG00000148180",
1705
  "ENSG00000148288",
1706
- "ENSG00000148300",
1707
  "ENSG00000148344",
1708
  "ENSG00000148346",
1709
  "ENSG00000148377",
 
1710
  "ENSG00000148483",
 
1711
  "ENSG00000148541",
1712
  "ENSG00000148600",
1713
- "ENSG00000148677",
1714
  "ENSG00000148734",
1715
  "ENSG00000148735",
1716
  "ENSG00000148773",
@@ -1722,53 +1615,47 @@
1722
  "ENSG00000149043",
1723
  "ENSG00000149090",
1724
  "ENSG00000149131",
1725
- "ENSG00000149150",
1726
  "ENSG00000149201",
1727
  "ENSG00000149269",
1728
  "ENSG00000149294",
1729
- "ENSG00000149308",
1730
  "ENSG00000149380",
1731
  "ENSG00000149403",
1732
- "ENSG00000149435",
1733
  "ENSG00000149488",
 
1734
  "ENSG00000149534",
1735
  "ENSG00000149548",
1736
  "ENSG00000149557",
1737
  "ENSG00000149564",
1738
- "ENSG00000149577",
1739
  "ENSG00000149591",
1740
  "ENSG00000149596",
1741
  "ENSG00000149633",
1742
  "ENSG00000149781",
1743
  "ENSG00000149922",
 
1744
  "ENSG00000149929",
1745
  "ENSG00000149968",
1746
  "ENSG00000149972",
1747
  "ENSG00000150045",
1748
  "ENSG00000150048",
1749
  "ENSG00000150394",
1750
- "ENSG00000150510",
1751
  "ENSG00000150551",
1752
  "ENSG00000150556",
1753
  "ENSG00000150594",
1754
- "ENSG00000150627",
1755
  "ENSG00000150628",
1756
  "ENSG00000150630",
1757
  "ENSG00000150636",
1758
- "ENSG00000150637",
1759
  "ENSG00000150687",
1760
  "ENSG00000150773",
 
1761
  "ENSG00000150967",
1762
  "ENSG00000151023",
1763
  "ENSG00000151062",
1764
  "ENSG00000151164",
1765
  "ENSG00000151224",
1766
- "ENSG00000151376",
1767
  "ENSG00000151388",
1768
  "ENSG00000151445",
1769
  "ENSG00000151468",
1770
  "ENSG00000151470",
1771
- "ENSG00000151490",
1772
  "ENSG00000151575",
1773
  "ENSG00000151576",
1774
  "ENSG00000151617",
@@ -1801,23 +1688,20 @@
1801
  "ENSG00000152953",
1802
  "ENSG00000152969",
1803
  "ENSG00000153002",
1804
- "ENSG00000153012",
1805
- "ENSG00000153044",
1806
  "ENSG00000153071",
1807
  "ENSG00000153132",
1808
  "ENSG00000153233",
1809
  "ENSG00000153234",
1810
- "ENSG00000153237",
1811
- "ENSG00000153246",
1812
  "ENSG00000153283",
1813
  "ENSG00000153347",
1814
  "ENSG00000153395",
1815
  "ENSG00000153404",
1816
  "ENSG00000153446",
 
1817
  "ENSG00000153563",
1818
  "ENSG00000153789",
 
1819
  "ENSG00000153822",
1820
- "ENSG00000153898",
1821
  "ENSG00000153902",
1822
  "ENSG00000153975",
1823
  "ENSG00000153976",
@@ -1828,26 +1712,24 @@
1828
  "ENSG00000154096",
1829
  "ENSG00000154099",
1830
  "ENSG00000154118",
1831
- "ENSG00000154127",
1832
  "ENSG00000154175",
1833
  "ENSG00000154188",
1834
  "ENSG00000154262",
1835
  "ENSG00000154269",
 
1836
  "ENSG00000154342",
1837
  "ENSG00000154451",
1838
  "ENSG00000154485",
1839
  "ENSG00000154553",
1840
  "ENSG00000154556",
1841
  "ENSG00000154620",
1842
- "ENSG00000154642",
1843
  "ENSG00000154678",
1844
  "ENSG00000154734",
1845
  "ENSG00000154736",
1846
- "ENSG00000154760",
1847
  "ENSG00000154764",
1848
  "ENSG00000154781",
1849
  "ENSG00000154814",
1850
- "ENSG00000154839",
1851
  "ENSG00000154864",
1852
  "ENSG00000154917",
1853
  "ENSG00000154920",
@@ -1857,6 +1739,7 @@
1857
  "ENSG00000155099",
1858
  "ENSG00000155189",
1859
  "ENSG00000155229",
 
1860
  "ENSG00000155367",
1861
  "ENSG00000155380",
1862
  "ENSG00000155465",
@@ -1881,13 +1764,8 @@
1881
  "ENSG00000156206",
1882
  "ENSG00000156219",
1883
  "ENSG00000156234",
1884
- "ENSG00000156265",
1885
  "ENSG00000156284",
1886
  "ENSG00000156298",
1887
- "ENSG00000156413",
1888
- "ENSG00000156453",
1889
- "ENSG00000156469",
1890
- "ENSG00000156475",
1891
  "ENSG00000156535",
1892
  "ENSG00000156574",
1893
  "ENSG00000156689",
@@ -1899,7 +1777,6 @@
1899
  "ENSG00000157103",
1900
  "ENSG00000157111",
1901
  "ENSG00000157150",
1902
- "ENSG00000157152",
1903
  "ENSG00000157303",
1904
  "ENSG00000157330",
1905
  "ENSG00000157343",
@@ -1926,6 +1803,7 @@
1926
  "ENSG00000158164",
1927
  "ENSG00000158186",
1928
  "ENSG00000158258",
 
1929
  "ENSG00000158296",
1930
  "ENSG00000158423",
1931
  "ENSG00000158445",
@@ -1946,7 +1824,6 @@
1946
  "ENSG00000159189",
1947
  "ENSG00000159200",
1948
  "ENSG00000159339",
1949
- "ENSG00000159374",
1950
  "ENSG00000159388",
1951
  "ENSG00000159403",
1952
  "ENSG00000159450",
@@ -1968,7 +1845,6 @@
1968
  "ENSG00000160097",
1969
  "ENSG00000160180",
1970
  "ENSG00000160183",
1971
- "ENSG00000160185",
1972
  "ENSG00000160188",
1973
  "ENSG00000160219",
1974
  "ENSG00000160255",
@@ -1976,9 +1852,8 @@
1976
  "ENSG00000160299",
1977
  "ENSG00000160307",
1978
  "ENSG00000160323",
1979
- "ENSG00000160326",
1980
  "ENSG00000160345",
1981
- "ENSG00000160460",
1982
  "ENSG00000160472",
1983
  "ENSG00000160539",
1984
  "ENSG00000160570",
@@ -1992,7 +1867,7 @@
1992
  "ENSG00000160862",
1993
  "ENSG00000160867",
1994
  "ENSG00000160883",
1995
- "ENSG00000160932",
1996
  "ENSG00000160951",
1997
  "ENSG00000160957",
1998
  "ENSG00000160993",
@@ -2003,8 +1878,6 @@
2003
  "ENSG00000161594",
2004
  "ENSG00000161609",
2005
  "ENSG00000161649",
2006
- "ENSG00000161653",
2007
- "ENSG00000161800",
2008
  "ENSG00000161896",
2009
  "ENSG00000161905",
2010
  "ENSG00000161911",
@@ -2013,23 +1886,21 @@
2013
  "ENSG00000161940",
2014
  "ENSG00000161996",
2015
  "ENSG00000162004",
 
2016
  "ENSG00000162073",
2017
  "ENSG00000162078",
2018
- "ENSG00000162367",
2019
  "ENSG00000162373",
2020
- "ENSG00000162374",
2021
  "ENSG00000162409",
2022
  "ENSG00000162433",
2023
- "ENSG00000162438",
2024
  "ENSG00000162458",
2025
  "ENSG00000162461",
2026
- "ENSG00000162490",
2027
  "ENSG00000162493",
2028
  "ENSG00000162511",
2029
  "ENSG00000162543",
2030
  "ENSG00000162572",
2031
  "ENSG00000162598",
2032
- "ENSG00000162618",
2033
  "ENSG00000162620",
2034
  "ENSG00000162630",
2035
  "ENSG00000162631",
@@ -2039,7 +1910,6 @@
2039
  "ENSG00000162654",
2040
  "ENSG00000162670",
2041
  "ENSG00000162676",
2042
- "ENSG00000162687",
2043
  "ENSG00000162692",
2044
  "ENSG00000162711",
2045
  "ENSG00000162722",
@@ -2053,9 +1923,9 @@
2053
  "ENSG00000162779",
2054
  "ENSG00000162814",
2055
  "ENSG00000162877",
 
2056
  "ENSG00000162894",
2057
  "ENSG00000162896",
2058
- "ENSG00000162913",
2059
  "ENSG00000162931",
2060
  "ENSG00000162981",
2061
  "ENSG00000162994",
@@ -2076,7 +1946,6 @@
2076
  "ENSG00000163155",
2077
  "ENSG00000163157",
2078
  "ENSG00000163159",
2079
- "ENSG00000163219",
2080
  "ENSG00000163220",
2081
  "ENSG00000163221",
2082
  "ENSG00000163235",
@@ -2087,6 +1956,7 @@
2087
  "ENSG00000163291",
2088
  "ENSG00000163293",
2089
  "ENSG00000163322",
 
2090
  "ENSG00000163347",
2091
  "ENSG00000163354",
2092
  "ENSG00000163359",
@@ -2162,9 +2032,9 @@
2162
  "ENSG00000164406",
2163
  "ENSG00000164411",
2164
  "ENSG00000164440",
 
2165
  "ENSG00000164484",
2166
  "ENSG00000164488",
2167
- "ENSG00000164509",
2168
  "ENSG00000164512",
2169
  "ENSG00000164520",
2170
  "ENSG00000164530",
@@ -2173,7 +2043,6 @@
2173
  "ENSG00000164619",
2174
  "ENSG00000164627",
2175
  "ENSG00000164638",
2176
- "ENSG00000164647",
2177
  "ENSG00000164675",
2178
  "ENSG00000164683",
2179
  "ENSG00000164691",
@@ -2186,7 +2055,6 @@
2186
  "ENSG00000164761",
2187
  "ENSG00000164764",
2188
  "ENSG00000164825",
2189
- "ENSG00000164841",
2190
  "ENSG00000164850",
2191
  "ENSG00000164879",
2192
  "ENSG00000164920",
@@ -2194,30 +2062,26 @@
2194
  "ENSG00000164934",
2195
  "ENSG00000164946",
2196
  "ENSG00000164949",
 
2197
  "ENSG00000164983",
2198
  "ENSG00000164989",
2199
  "ENSG00000165028",
2200
  "ENSG00000165092",
2201
  "ENSG00000165124",
2202
  "ENSG00000165152",
2203
- "ENSG00000165164",
2204
  "ENSG00000165182",
2205
  "ENSG00000165194",
2206
  "ENSG00000165197",
2207
- "ENSG00000165238",
2208
  "ENSG00000165272",
2209
  "ENSG00000165300",
2210
  "ENSG00000165309",
2211
- "ENSG00000165312",
2212
  "ENSG00000165325",
2213
  "ENSG00000165359",
2214
  "ENSG00000165376",
2215
  "ENSG00000165383",
2216
  "ENSG00000165409",
2217
- "ENSG00000165449",
2218
  "ENSG00000165457",
2219
  "ENSG00000165474",
2220
- "ENSG00000165480",
2221
  "ENSG00000165495",
2222
  "ENSG00000165501",
2223
  "ENSG00000165507",
@@ -2241,20 +2105,15 @@
2241
  "ENSG00000166147",
2242
  "ENSG00000166148",
2243
  "ENSG00000166171",
2244
- "ENSG00000166188",
2245
  "ENSG00000166246",
2246
  "ENSG00000166257",
2247
  "ENSG00000166268",
2248
  "ENSG00000166292",
2249
  "ENSG00000166343",
2250
- "ENSG00000166349",
2251
- "ENSG00000166359",
2252
- "ENSG00000166387",
2253
  "ENSG00000166394",
2254
  "ENSG00000166396",
2255
  "ENSG00000166428",
2256
  "ENSG00000166432",
2257
- "ENSG00000166446",
2258
  "ENSG00000166448",
2259
  "ENSG00000166477",
2260
  "ENSG00000166482",
@@ -2270,9 +2129,8 @@
2270
  "ENSG00000166741",
2271
  "ENSG00000166762",
2272
  "ENSG00000166796",
2273
- "ENSG00000166803",
2274
  "ENSG00000166813",
2275
- "ENSG00000166816",
2276
  "ENSG00000166828",
2277
  "ENSG00000166845",
2278
  "ENSG00000166860",
@@ -2280,10 +2138,8 @@
2280
  "ENSG00000166869",
2281
  "ENSG00000166920",
2282
  "ENSG00000166927",
2283
- "ENSG00000166928",
2284
  "ENSG00000166959",
2285
  "ENSG00000166961",
2286
- "ENSG00000166963",
2287
  "ENSG00000167077",
2288
  "ENSG00000167080",
2289
  "ENSG00000167083",
@@ -2296,12 +2152,11 @@
2296
  "ENSG00000167286",
2297
  "ENSG00000167311",
2298
  "ENSG00000167325",
2299
- "ENSG00000167333",
2300
  "ENSG00000167419",
2301
  "ENSG00000167434",
2302
  "ENSG00000167447",
2303
  "ENSG00000167483",
2304
- "ENSG00000167487",
2305
  "ENSG00000167525",
2306
  "ENSG00000167535",
2307
  "ENSG00000167550",
@@ -2311,14 +2166,15 @@
2311
  "ENSG00000167601",
2312
  "ENSG00000167604",
2313
  "ENSG00000167613",
2314
- "ENSG00000167625",
2315
  "ENSG00000167637",
 
2316
  "ENSG00000167653",
2317
  "ENSG00000167654",
2318
  "ENSG00000167656",
2319
  "ENSG00000167664",
2320
  "ENSG00000167676",
2321
  "ENSG00000167720",
 
2322
  "ENSG00000167757",
2323
  "ENSG00000167759",
2324
  "ENSG00000167767",
@@ -2336,6 +2192,7 @@
2336
  "ENSG00000167967",
2337
  "ENSG00000167972",
2338
  "ENSG00000167996",
 
2339
  "ENSG00000168060",
2340
  "ENSG00000168062",
2341
  "ENSG00000168070",
@@ -2357,20 +2214,18 @@
2357
  "ENSG00000168453",
2358
  "ENSG00000168454",
2359
  "ENSG00000168484",
2360
- "ENSG00000168490",
2361
  "ENSG00000168491",
2362
  "ENSG00000168495",
2363
  "ENSG00000168496",
2364
  "ENSG00000168497",
2365
- "ENSG00000168502",
2366
  "ENSG00000168539",
2367
  "ENSG00000168542",
2368
  "ENSG00000168546",
2369
  "ENSG00000168589",
 
2370
  "ENSG00000168646",
2371
  "ENSG00000168658",
2372
  "ENSG00000168661",
2373
- "ENSG00000168676",
2374
  "ENSG00000168685",
2375
  "ENSG00000168754",
2376
  "ENSG00000168772",
@@ -2378,17 +2233,16 @@
2378
  "ENSG00000168824",
2379
  "ENSG00000168826",
2380
  "ENSG00000168878",
2381
- "ENSG00000168903",
2382
- "ENSG00000168928",
2383
  "ENSG00000168994",
2384
- "ENSG00000168995",
2385
  "ENSG00000169064",
2386
  "ENSG00000169071",
2387
  "ENSG00000169129",
2388
  "ENSG00000169169",
 
2389
  "ENSG00000169213",
2390
  "ENSG00000169220",
2391
  "ENSG00000169242",
 
2392
  "ENSG00000169247",
2393
  "ENSG00000169255",
2394
  "ENSG00000169258",
@@ -2405,9 +2259,7 @@
2405
  "ENSG00000169508",
2406
  "ENSG00000169594",
2407
  "ENSG00000169607",
2408
- "ENSG00000169621",
2409
  "ENSG00000169710",
2410
- "ENSG00000169718",
2411
  "ENSG00000169860",
2412
  "ENSG00000169894",
2413
  "ENSG00000169896",
@@ -2421,6 +2273,8 @@
2421
  "ENSG00000170209",
2422
  "ENSG00000170231",
2423
  "ENSG00000170270",
 
 
2424
  "ENSG00000170312",
2425
  "ENSG00000170323",
2426
  "ENSG00000170324",
@@ -2437,7 +2291,6 @@
2437
  "ENSG00000170558",
2438
  "ENSG00000170627",
2439
  "ENSG00000170631",
2440
- "ENSG00000170684",
2441
  "ENSG00000170703",
2442
  "ENSG00000170775",
2443
  "ENSG00000170788",
@@ -2463,6 +2316,7 @@
2463
  "ENSG00000171345",
2464
  "ENSG00000171346",
2465
  "ENSG00000171365",
 
2466
  "ENSG00000171401",
2467
  "ENSG00000171446",
2468
  "ENSG00000171448",
@@ -2480,14 +2334,12 @@
2480
  "ENSG00000171657",
2481
  "ENSG00000171659",
2482
  "ENSG00000171700",
2483
- "ENSG00000171724",
2484
  "ENSG00000171757",
2485
  "ENSG00000171766",
2486
  "ENSG00000171806",
2487
  "ENSG00000171811",
2488
  "ENSG00000171812",
2489
  "ENSG00000171819",
2490
- "ENSG00000171847",
2491
  "ENSG00000171848",
2492
  "ENSG00000171860",
2493
  "ENSG00000171861",
@@ -2500,13 +2352,11 @@
2500
  "ENSG00000172031",
2501
  "ENSG00000172116",
2502
  "ENSG00000172123",
 
2503
  "ENSG00000172215",
2504
  "ENSG00000172236",
2505
  "ENSG00000172243",
2506
- "ENSG00000172244",
2507
  "ENSG00000172273",
2508
- "ENSG00000172346",
2509
- "ENSG00000172349",
2510
  "ENSG00000172361",
2511
  "ENSG00000172375",
2512
  "ENSG00000172403",
@@ -2517,7 +2367,6 @@
2517
  "ENSG00000172551",
2518
  "ENSG00000172572",
2519
  "ENSG00000172575",
2520
- "ENSG00000172673",
2521
  "ENSG00000172717",
2522
  "ENSG00000172733",
2523
  "ENSG00000172771",
@@ -2526,6 +2375,7 @@
2526
  "ENSG00000172828",
2527
  "ENSG00000172901",
2528
  "ENSG00000172955",
 
2529
  "ENSG00000173110",
2530
  "ENSG00000173114",
2531
  "ENSG00000173175",
@@ -2536,7 +2386,6 @@
2536
  "ENSG00000173218",
2537
  "ENSG00000173227",
2538
  "ENSG00000173261",
2539
- "ENSG00000173267",
2540
  "ENSG00000173269",
2541
  "ENSG00000173275",
2542
  "ENSG00000173338",
@@ -2550,6 +2399,7 @@
2550
  "ENSG00000173531",
2551
  "ENSG00000173545",
2552
  "ENSG00000173546",
 
2553
  "ENSG00000173597",
2554
  "ENSG00000173614",
2555
  "ENSG00000173627",
@@ -2559,6 +2409,7 @@
2559
  "ENSG00000173811",
2560
  "ENSG00000173825",
2561
  "ENSG00000173918",
 
2562
  "ENSG00000173950",
2563
  "ENSG00000173988",
2564
  "ENSG00000174059",
@@ -2566,24 +2417,25 @@
2566
  "ENSG00000174123",
2567
  "ENSG00000174130",
2568
  "ENSG00000174156",
 
2569
  "ENSG00000174175",
2570
  "ENSG00000174226",
 
2571
  "ENSG00000174292",
2572
  "ENSG00000174327",
2573
  "ENSG00000174332",
2574
  "ENSG00000174348",
2575
  "ENSG00000174370",
2576
- "ENSG00000174446",
2577
  "ENSG00000174500",
2578
  "ENSG00000174501",
2579
  "ENSG00000174529",
2580
- "ENSG00000174599",
2581
  "ENSG00000174600",
2582
  "ENSG00000174640",
2583
  "ENSG00000174672",
2584
  "ENSG00000174740",
2585
  "ENSG00000174804",
2586
  "ENSG00000174807",
 
2587
  "ENSG00000174837",
2588
  "ENSG00000174844",
2589
  "ENSG00000174898",
@@ -2597,6 +2449,7 @@
2597
  "ENSG00000175121",
2598
  "ENSG00000175170",
2599
  "ENSG00000175213",
 
2600
  "ENSG00000175264",
2601
  "ENSG00000175267",
2602
  "ENSG00000175352",
@@ -2605,12 +2458,10 @@
2605
  "ENSG00000175489",
2606
  "ENSG00000175505",
2607
  "ENSG00000175518",
2608
- "ENSG00000175536",
2609
  "ENSG00000175544",
2610
  "ENSG00000175567",
2611
  "ENSG00000175664",
2612
- "ENSG00000175782",
2613
- "ENSG00000175820",
2614
  "ENSG00000175832",
2615
  "ENSG00000175857",
2616
  "ENSG00000175879",
@@ -2620,19 +2471,19 @@
2620
  "ENSG00000175985",
2621
  "ENSG00000176029",
2622
  "ENSG00000176040",
2623
- "ENSG00000176049",
2624
  "ENSG00000176083",
2625
  "ENSG00000176092",
 
2626
  "ENSG00000176153",
2627
  "ENSG00000176160",
2628
  "ENSG00000176170",
2629
  "ENSG00000176222",
2630
- "ENSG00000176244",
2631
  "ENSG00000176293",
2632
  "ENSG00000176406",
2633
  "ENSG00000176435",
2634
  "ENSG00000176595",
2635
  "ENSG00000176641",
 
2636
  "ENSG00000176692",
2637
  "ENSG00000176697",
2638
  "ENSG00000176714",
@@ -2647,7 +2498,8 @@
2647
  "ENSG00000177098",
2648
  "ENSG00000177133",
2649
  "ENSG00000177238",
2650
- "ENSG00000177302",
 
2651
  "ENSG00000177409",
2652
  "ENSG00000177432",
2653
  "ENSG00000177455",
@@ -2659,23 +2511,20 @@
2659
  "ENSG00000177599",
2660
  "ENSG00000177614",
2661
  "ENSG00000177627",
2662
- "ENSG00000177669",
2663
  "ENSG00000177692",
2664
- "ENSG00000177710",
2665
  "ENSG00000177721",
2666
- "ENSG00000177732",
2667
  "ENSG00000177807",
2668
  "ENSG00000177873",
2669
  "ENSG00000177875",
2670
  "ENSG00000177888",
 
2671
  "ENSG00000177946",
2672
  "ENSG00000177981",
2673
- "ENSG00000177990",
2674
  "ENSG00000177993",
 
2675
  "ENSG00000178033",
2676
  "ENSG00000178053",
2677
  "ENSG00000178084",
2678
- "ENSG00000178125",
2679
  "ENSG00000178149",
2680
  "ENSG00000178150",
2681
  "ENSG00000178163",
@@ -2684,7 +2533,6 @@
2684
  "ENSG00000178199",
2685
  "ENSG00000178217",
2686
  "ENSG00000178229",
2687
- "ENSG00000178295",
2688
  "ENSG00000178301",
2689
  "ENSG00000178363",
2690
  "ENSG00000178401",
@@ -2709,6 +2557,7 @@
2709
  "ENSG00000178999",
2710
  "ENSG00000179023",
2711
  "ENSG00000179071",
 
2712
  "ENSG00000179133",
2713
  "ENSG00000179144",
2714
  "ENSG00000179148",
@@ -2721,7 +2570,6 @@
2721
  "ENSG00000179532",
2722
  "ENSG00000179546",
2723
  "ENSG00000179564",
2724
- "ENSG00000179583",
2725
  "ENSG00000179593",
2726
  "ENSG00000179598",
2727
  "ENSG00000179639",
@@ -2736,14 +2584,11 @@
2736
  "ENSG00000179914",
2737
  "ENSG00000179921",
2738
  "ENSG00000179941",
2739
- "ENSG00000179988",
2740
- "ENSG00000180044",
2741
  "ENSG00000180096",
2742
  "ENSG00000180113",
2743
  "ENSG00000180257",
2744
  "ENSG00000180316",
2745
  "ENSG00000180347",
2746
- "ENSG00000180353",
2747
  "ENSG00000180440",
2748
  "ENSG00000180447",
2749
  "ENSG00000180448",
@@ -2751,10 +2596,10 @@
2751
  "ENSG00000180535",
2752
  "ENSG00000180537",
2753
  "ENSG00000180549",
2754
- "ENSG00000180592",
2755
  "ENSG00000180616",
2756
  "ENSG00000180626",
2757
  "ENSG00000180644",
 
2758
  "ENSG00000180730",
2759
  "ENSG00000180739",
2760
  "ENSG00000180767",
@@ -2772,7 +2617,6 @@
2772
  "ENSG00000181007",
2773
  "ENSG00000181019",
2774
  "ENSG00000181036",
2775
- "ENSG00000181085",
2776
  "ENSG00000181104",
2777
  "ENSG00000181143",
2778
  "ENSG00000181322",
@@ -2783,14 +2627,15 @@
2783
  "ENSG00000181626",
2784
  "ENSG00000181631",
2785
  "ENSG00000181652",
2786
- "ENSG00000181666",
2787
  "ENSG00000181773",
2788
  "ENSG00000181790",
2789
  "ENSG00000181847",
 
2790
  "ENSG00000181915",
2791
  "ENSG00000181938",
2792
  "ENSG00000182010",
2793
  "ENSG00000182013",
 
2794
  "ENSG00000182054",
2795
  "ENSG00000182057",
2796
  "ENSG00000182093",
@@ -2815,7 +2660,6 @@
2815
  "ENSG00000182612",
2816
  "ENSG00000182636",
2817
  "ENSG00000182674",
2818
- "ENSG00000182687",
2819
  "ENSG00000182704",
2820
  "ENSG00000182718",
2821
  "ENSG00000182752",
@@ -2826,27 +2670,25 @@
2826
  "ENSG00000182885",
2827
  "ENSG00000182890",
2828
  "ENSG00000182901",
 
 
2829
  "ENSG00000182916",
 
2830
  "ENSG00000182963",
2831
- "ENSG00000182983",
2832
  "ENSG00000183019",
2833
  "ENSG00000183036",
2834
  "ENSG00000183117",
2835
- "ENSG00000183150",
2836
  "ENSG00000183160",
2837
- "ENSG00000183161",
2838
  "ENSG00000183186",
2839
  "ENSG00000183196",
2840
  "ENSG00000183207",
2841
  "ENSG00000183250",
2842
- "ENSG00000183281",
2843
  "ENSG00000183287",
2844
  "ENSG00000183307",
2845
  "ENSG00000183346",
2846
  "ENSG00000183347",
2847
  "ENSG00000183379",
2848
  "ENSG00000183439",
2849
- "ENSG00000183454",
2850
  "ENSG00000183496",
2851
  "ENSG00000183508",
2852
  "ENSG00000183542",
@@ -2855,22 +2697,19 @@
2855
  "ENSG00000183625",
2856
  "ENSG00000183638",
2857
  "ENSG00000183644",
2858
- "ENSG00000183647",
2859
- "ENSG00000183655",
2860
  "ENSG00000183665",
2861
  "ENSG00000183671",
2862
  "ENSG00000183690",
2863
- "ENSG00000183760",
2864
  "ENSG00000183763",
2865
  "ENSG00000183765",
2866
  "ENSG00000183773",
2867
  "ENSG00000183775",
2868
- "ENSG00000183783",
2869
  "ENSG00000183784",
2870
  "ENSG00000183801",
2871
  "ENSG00000183807",
2872
  "ENSG00000183813",
2873
  "ENSG00000183831",
 
2874
  "ENSG00000183876",
2875
  "ENSG00000183914",
2876
  "ENSG00000183918",
@@ -2880,13 +2719,10 @@
2880
  "ENSG00000184113",
2881
  "ENSG00000184144",
2882
  "ENSG00000184163",
2883
- "ENSG00000184185",
2884
  "ENSG00000184261",
2885
  "ENSG00000184271",
2886
  "ENSG00000184292",
2887
  "ENSG00000184293",
2888
- "ENSG00000184313",
2889
- "ENSG00000184347",
2890
  "ENSG00000184361",
2891
  "ENSG00000184368",
2892
  "ENSG00000184374",
@@ -2900,15 +2736,17 @@
2900
  "ENSG00000184613",
2901
  "ENSG00000184635",
2902
  "ENSG00000184661",
 
2903
  "ENSG00000184731",
2904
- "ENSG00000184785",
2905
  "ENSG00000184786",
 
2906
  "ENSG00000184949",
2907
  "ENSG00000184956",
2908
  "ENSG00000184986",
2909
  "ENSG00000184988",
2910
  "ENSG00000185000",
2911
  "ENSG00000185008",
 
2912
  "ENSG00000185055",
2913
  "ENSG00000185065",
2914
  "ENSG00000185101",
@@ -2929,7 +2767,6 @@
2929
  "ENSG00000185527",
2930
  "ENSG00000185551",
2931
  "ENSG00000185567",
2932
- "ENSG00000185614",
2933
  "ENSG00000185633",
2934
  "ENSG00000185634",
2935
  "ENSG00000185640",
@@ -2943,27 +2780,22 @@
2943
  "ENSG00000185811",
2944
  "ENSG00000185860",
2945
  "ENSG00000185862",
2946
- "ENSG00000185869",
2947
- "ENSG00000185875",
2948
  "ENSG00000185880",
2949
  "ENSG00000185904",
2950
  "ENSG00000185905",
2951
  "ENSG00000185909",
 
2952
  "ENSG00000185947",
2953
- "ENSG00000185958",
2954
- "ENSG00000185972",
2955
  "ENSG00000186019",
2956
  "ENSG00000186026",
2957
  "ENSG00000186074",
2958
  "ENSG00000186081",
2959
  "ENSG00000186106",
2960
  "ENSG00000186185",
2961
- "ENSG00000186188",
2962
  "ENSG00000186204",
2963
  "ENSG00000186212",
2964
  "ENSG00000186231",
2965
  "ENSG00000186272",
2966
- "ENSG00000186280",
2967
  "ENSG00000186300",
2968
  "ENSG00000186310",
2969
  "ENSG00000186329",
@@ -2972,7 +2804,7 @@
2972
  "ENSG00000186416",
2973
  "ENSG00000186446",
2974
  "ENSG00000186453",
2975
- "ENSG00000186462",
2976
  "ENSG00000186471",
2977
  "ENSG00000186474",
2978
  "ENSG00000186517",
@@ -3014,10 +2846,8 @@
3014
  "ENSG00000187527",
3015
  "ENSG00000187566",
3016
  "ENSG00000187583",
3017
- "ENSG00000187595",
3018
  "ENSG00000187607",
3019
  "ENSG00000187608",
3020
- "ENSG00000187626",
3021
  "ENSG00000187634",
3022
  "ENSG00000187688",
3023
  "ENSG00000187715",
@@ -3025,7 +2855,6 @@
3025
  "ENSG00000187800",
3026
  "ENSG00000187801",
3027
  "ENSG00000187815",
3028
- "ENSG00000187837",
3029
  "ENSG00000187889",
3030
  "ENSG00000187905",
3031
  "ENSG00000187908",
@@ -3043,23 +2872,22 @@
3043
  "ENSG00000188095",
3044
  "ENSG00000188130",
3045
  "ENSG00000188176",
3046
- "ENSG00000188211",
3047
  "ENSG00000188257",
3048
  "ENSG00000188282",
3049
  "ENSG00000188322",
3050
- "ENSG00000188368",
3051
  "ENSG00000188385",
3052
  "ENSG00000188389",
3053
  "ENSG00000188404",
3054
  "ENSG00000188511",
3055
  "ENSG00000188523",
3056
- "ENSG00000188536",
3057
  "ENSG00000188549",
3058
  "ENSG00000188596",
3059
- "ENSG00000188610",
3060
  "ENSG00000188613",
3061
  "ENSG00000188636",
 
3062
  "ENSG00000188672",
 
 
3063
  "ENSG00000188766",
3064
  "ENSG00000188779",
3065
  "ENSG00000188783",
@@ -3080,13 +2908,13 @@
3080
  "ENSG00000189042",
3081
  "ENSG00000189056",
3082
  "ENSG00000189058",
3083
- "ENSG00000189067",
3084
  "ENSG00000189120",
3085
  "ENSG00000189134",
3086
  "ENSG00000189143",
3087
  "ENSG00000189144",
3088
  "ENSG00000189152",
3089
  "ENSG00000189164",
 
3090
  "ENSG00000189280",
3091
  "ENSG00000189320",
3092
  "ENSG00000189350",
@@ -3095,9 +2923,12 @@
3095
  "ENSG00000189419",
3096
  "ENSG00000189420",
3097
  "ENSG00000189433",
 
 
3098
  "ENSG00000196123",
3099
  "ENSG00000196126",
3100
- "ENSG00000196139",
 
3101
  "ENSG00000196151",
3102
  "ENSG00000196152",
3103
  "ENSG00000196166",
@@ -3106,21 +2937,16 @@
3106
  "ENSG00000196196",
3107
  "ENSG00000196209",
3108
  "ENSG00000196214",
3109
- "ENSG00000196220",
3110
  "ENSG00000196268",
3111
  "ENSG00000196344",
3112
- "ENSG00000196345",
3113
- "ENSG00000196353",
3114
  "ENSG00000196368",
3115
  "ENSG00000196378",
3116
  "ENSG00000196388",
3117
- "ENSG00000196391",
3118
  "ENSG00000196420",
3119
  "ENSG00000196421",
3120
  "ENSG00000196460",
3121
  "ENSG00000196482",
3122
  "ENSG00000196542",
3123
- "ENSG00000196550",
3124
  "ENSG00000196562",
3125
  "ENSG00000196569",
3126
  "ENSG00000196581",
@@ -3128,11 +2954,10 @@
3128
  "ENSG00000196611",
3129
  "ENSG00000196616",
3130
  "ENSG00000196652",
3131
- "ENSG00000196653",
3132
  "ENSG00000196664",
3133
  "ENSG00000196684",
3134
  "ENSG00000196711",
3135
- "ENSG00000196724",
3136
  "ENSG00000196735",
3137
  "ENSG00000196741",
3138
  "ENSG00000196743",
@@ -3167,7 +2992,6 @@
3167
  "ENSG00000197380",
3168
  "ENSG00000197381",
3169
  "ENSG00000197446",
3170
- "ENSG00000197465",
3171
  "ENSG00000197467",
3172
  "ENSG00000197471",
3173
  "ENSG00000197497",
@@ -3181,7 +3005,6 @@
3181
  "ENSG00000197614",
3182
  "ENSG00000197619",
3183
  "ENSG00000197629",
3184
- "ENSG00000197632",
3185
  "ENSG00000197641",
3186
  "ENSG00000197647",
3187
  "ENSG00000197653",
@@ -3191,14 +3014,14 @@
3191
  "ENSG00000197769",
3192
  "ENSG00000197779",
3193
  "ENSG00000197808",
 
3194
  "ENSG00000197816",
3195
- "ENSG00000197826",
3196
  "ENSG00000197838",
3197
  "ENSG00000197852",
3198
  "ENSG00000197859",
 
3199
  "ENSG00000197880",
3200
- "ENSG00000197905",
3201
- "ENSG00000197928",
3202
  "ENSG00000197953",
3203
  "ENSG00000197977",
3204
  "ENSG00000197993",
@@ -3232,11 +3055,11 @@
3232
  "ENSG00000198712",
3233
  "ENSG00000198719",
3234
  "ENSG00000198727",
 
3235
  "ENSG00000198756",
3236
  "ENSG00000198759",
3237
  "ENSG00000198771",
3238
  "ENSG00000198785",
3239
- "ENSG00000198794",
3240
  "ENSG00000198804",
3241
  "ENSG00000198807",
3242
  "ENSG00000198821",
@@ -3247,10 +3070,12 @@
3247
  "ENSG00000198885",
3248
  "ENSG00000198890",
3249
  "ENSG00000198934",
 
3250
  "ENSG00000198939",
3251
  "ENSG00000198951",
3252
  "ENSG00000203326",
3253
  "ENSG00000203356",
 
3254
  "ENSG00000203650",
3255
  "ENSG00000203668",
3256
  "ENSG00000203710",
@@ -3258,7 +3083,6 @@
3258
  "ENSG00000203747",
3259
  "ENSG00000203780",
3260
  "ENSG00000203797",
3261
- "ENSG00000203801",
3262
  "ENSG00000203805",
3263
  "ENSG00000203867",
3264
  "ENSG00000203943",
@@ -3267,9 +3091,7 @@
3267
  "ENSG00000203965",
3268
  "ENSG00000203985",
3269
  "ENSG00000203995",
3270
- "ENSG00000203999",
3271
  "ENSG00000204020",
3272
- "ENSG00000204052",
3273
  "ENSG00000204086",
3274
  "ENSG00000204116",
3275
  "ENSG00000204131",
@@ -3282,24 +3104,25 @@
3282
  "ENSG00000204287",
3283
  "ENSG00000204301",
3284
  "ENSG00000204305",
 
3285
  "ENSG00000204315",
3286
  "ENSG00000204323",
3287
  "ENSG00000204396",
3288
- "ENSG00000204421",
3289
  "ENSG00000204472",
3290
  "ENSG00000204475",
3291
  "ENSG00000204482",
3292
- "ENSG00000204531",
3293
  "ENSG00000204592",
3294
  "ENSG00000204611",
 
3295
  "ENSG00000204618",
3296
  "ENSG00000204682",
3297
  "ENSG00000204711",
3298
  "ENSG00000204758",
3299
  "ENSG00000204767",
 
3300
  "ENSG00000204860",
3301
  "ENSG00000204882",
3302
- "ENSG00000204904",
3303
  "ENSG00000204934",
3304
  "ENSG00000204936",
3305
  "ENSG00000204947",
@@ -3308,13 +3131,14 @@
3308
  "ENSG00000205084",
3309
  "ENSG00000205089",
3310
  "ENSG00000205111",
 
3311
  "ENSG00000205181",
3312
  "ENSG00000205208",
 
3313
  "ENSG00000205213",
3314
  "ENSG00000205221",
3315
  "ENSG00000205309",
3316
  "ENSG00000205364",
3317
- "ENSG00000205413",
3318
  "ENSG00000205420",
3319
  "ENSG00000205436",
3320
  "ENSG00000205464",
@@ -3326,54 +3150,59 @@
3326
  "ENSG00000205795",
3327
  "ENSG00000205809",
3328
  "ENSG00000205835",
3329
- "ENSG00000205838",
3330
  "ENSG00000205853",
 
 
 
3331
  "ENSG00000206072",
3332
  "ENSG00000206073",
3333
  "ENSG00000206075",
3334
  "ENSG00000206113",
 
3335
  "ENSG00000206384",
3336
  "ENSG00000206530",
3337
- "ENSG00000206535",
3338
- "ENSG00000206562",
3339
  "ENSG00000211445",
3340
  "ENSG00000211448",
3341
  "ENSG00000211452",
 
3342
  "ENSG00000212916",
3343
  "ENSG00000212993",
3344
  "ENSG00000213023",
3345
- "ENSG00000213057",
3346
  "ENSG00000213085",
3347
  "ENSG00000213088",
3348
- "ENSG00000213185",
3349
  "ENSG00000213186",
3350
  "ENSG00000213190",
3351
  "ENSG00000213199",
3352
- "ENSG00000213366",
3353
  "ENSG00000213398",
3354
  "ENSG00000213626",
3355
  "ENSG00000213658",
3356
  "ENSG00000213714",
 
3357
  "ENSG00000213809",
3358
  "ENSG00000213853",
3359
  "ENSG00000213889",
3360
  "ENSG00000213901",
3361
  "ENSG00000213903",
3362
  "ENSG00000213937",
3363
- "ENSG00000213995",
3364
  "ENSG00000214353",
3365
  "ENSG00000214432",
3366
  "ENSG00000214548",
3367
  "ENSG00000214575",
 
3368
  "ENSG00000214694",
3369
  "ENSG00000214870",
3370
  "ENSG00000214872",
3371
  "ENSG00000214894",
 
3372
  "ENSG00000215182",
3373
  "ENSG00000215217",
3374
  "ENSG00000215241",
3375
  "ENSG00000215458",
3376
  "ENSG00000215475",
 
3377
  "ENSG00000215595",
3378
  "ENSG00000215788",
3379
  "ENSG00000215808",
@@ -3384,16 +3213,15 @@
3384
  "ENSG00000216895",
3385
  "ENSG00000218018",
3386
  "ENSG00000218336",
3387
- "ENSG00000221829",
3388
  "ENSG00000221886",
3389
  "ENSG00000221923",
3390
  "ENSG00000221946",
3391
- "ENSG00000221949",
3392
  "ENSG00000221986",
3393
  "ENSG00000221994",
3394
  "ENSG00000222046",
3395
  "ENSG00000222047",
3396
  "ENSG00000223658",
 
3397
  "ENSG00000223749",
3398
  "ENSG00000223776",
3399
  "ENSG00000223783",
@@ -3408,31 +3236,32 @@
3408
  "ENSG00000224238",
3409
  "ENSG00000224397",
3410
  "ENSG00000224418",
3411
- "ENSG00000224420",
3412
  "ENSG00000224424",
3413
- "ENSG00000224429",
3414
  "ENSG00000224509",
3415
  "ENSG00000224511",
3416
  "ENSG00000224531",
3417
  "ENSG00000224563",
3418
  "ENSG00000224596",
3419
- "ENSG00000224805",
 
3420
  "ENSG00000224903",
3421
  "ENSG00000224934",
3422
  "ENSG00000224958",
3423
  "ENSG00000224961",
3424
  "ENSG00000224982",
 
3425
  "ENSG00000225083",
 
3426
  "ENSG00000225194",
3427
  "ENSG00000225234",
3428
  "ENSG00000225265",
3429
- "ENSG00000225361",
3430
- "ENSG00000225439",
3431
  "ENSG00000225473",
3432
  "ENSG00000225526",
3433
  "ENSG00000225611",
3434
  "ENSG00000225614",
3435
  "ENSG00000225670",
 
3436
  "ENSG00000225764",
3437
  "ENSG00000225778",
3438
  "ENSG00000225783",
@@ -3443,35 +3272,45 @@
3443
  "ENSG00000226009",
3444
  "ENSG00000226026",
3445
  "ENSG00000226051",
 
3446
  "ENSG00000226627",
 
3447
  "ENSG00000226711",
3448
  "ENSG00000226754",
3449
  "ENSG00000226792",
3450
  "ENSG00000226808",
 
3451
  "ENSG00000226833",
3452
  "ENSG00000226887",
3453
- "ENSG00000226889",
3454
  "ENSG00000227028",
 
3455
  "ENSG00000227268",
3456
  "ENSG00000227308",
3457
- "ENSG00000227354",
3458
  "ENSG00000227502",
3459
  "ENSG00000227507",
3460
  "ENSG00000227544",
3461
  "ENSG00000227640",
3462
  "ENSG00000227676",
 
 
3463
  "ENSG00000228058",
3464
  "ENSG00000228063",
 
3465
  "ENSG00000228140",
 
 
 
3466
  "ENSG00000228397",
 
3467
  "ENSG00000228544",
 
3468
  "ENSG00000228784",
3469
  "ENSG00000228817",
3470
  "ENSG00000228878",
3471
  "ENSG00000228889",
3472
  "ENSG00000229056",
3473
  "ENSG00000229124",
3474
- "ENSG00000229334",
3475
  "ENSG00000229474",
3476
  "ENSG00000229536",
3477
  "ENSG00000229563",
@@ -3482,13 +3321,12 @@
3482
  "ENSG00000229981",
3483
  "ENSG00000230013",
3484
  "ENSG00000230062",
3485
- "ENSG00000230257",
3486
  "ENSG00000230266",
3487
  "ENSG00000230368",
3488
  "ENSG00000230438",
3489
  "ENSG00000230453",
3490
  "ENSG00000230561",
3491
- "ENSG00000230601",
3492
  "ENSG00000230658",
3493
  "ENSG00000230797",
3494
  "ENSG00000230873",
@@ -3499,6 +3337,7 @@
3499
  "ENSG00000231106",
3500
  "ENSG00000231177",
3501
  "ENSG00000231194",
 
3502
  "ENSG00000231233",
3503
  "ENSG00000231249",
3504
  "ENSG00000231298",
@@ -3510,77 +3349,80 @@
3510
  "ENSG00000231507",
3511
  "ENSG00000231621",
3512
  "ENSG00000231652",
3513
- "ENSG00000231690",
3514
  "ENSG00000231738",
3515
- "ENSG00000231742",
 
 
3516
  "ENSG00000231806",
3517
  "ENSG00000231943",
3518
- "ENSG00000232077",
3519
  "ENSG00000232139",
3520
  "ENSG00000232229",
3521
- "ENSG00000232310",
3522
  "ENSG00000232613",
3523
  "ENSG00000232629",
3524
- "ENSG00000232645",
3525
  "ENSG00000232684",
3526
  "ENSG00000232759",
3527
  "ENSG00000232810",
3528
  "ENSG00000232814",
3529
- "ENSG00000232931",
3530
  "ENSG00000232977",
3531
- "ENSG00000233009",
3532
  "ENSG00000233058",
3533
  "ENSG00000233077",
3534
  "ENSG00000233098",
3535
  "ENSG00000233101",
3536
  "ENSG00000233117",
3537
- "ENSG00000233175",
3538
  "ENSG00000233203",
3539
  "ENSG00000233220",
 
3540
  "ENSG00000233334",
3541
  "ENSG00000233436",
 
3542
  "ENSG00000233554",
 
 
3543
  "ENSG00000233672",
3544
- "ENSG00000233695",
3545
  "ENSG00000233705",
3546
  "ENSG00000233757",
 
3547
  "ENSG00000233791",
3548
  "ENSG00000233901",
3549
  "ENSG00000233922",
3550
- "ENSG00000234184",
 
3551
  "ENSG00000234362",
3552
  "ENSG00000234390",
3553
  "ENSG00000234494",
3554
  "ENSG00000234506",
3555
  "ENSG00000234602",
3556
- "ENSG00000234608",
3557
  "ENSG00000234636",
3558
  "ENSG00000234690",
3559
  "ENSG00000234707",
3560
  "ENSG00000234719",
3561
- "ENSG00000234840",
3562
- "ENSG00000234945",
3563
  "ENSG00000235092",
3564
- "ENSG00000235159",
3565
  "ENSG00000235162",
3566
  "ENSG00000235172",
3567
  "ENSG00000235314",
 
3568
  "ENSG00000235387",
3569
  "ENSG00000235513",
3570
  "ENSG00000235527",
3571
  "ENSG00000235560",
3572
  "ENSG00000235576",
 
3573
  "ENSG00000235865",
 
3574
  "ENSG00000235899",
3575
- "ENSG00000235919",
3576
  "ENSG00000235947",
 
3577
  "ENSG00000235984",
3578
  "ENSG00000235997",
3579
  "ENSG00000236137",
3580
  "ENSG00000236144",
3581
- "ENSG00000236197",
3582
  "ENSG00000236213",
 
3583
  "ENSG00000236320",
 
3584
  "ENSG00000236404",
3585
  "ENSG00000236423",
3586
  "ENSG00000236432",
@@ -3588,35 +3430,37 @@
3588
  "ENSG00000236532",
3589
  "ENSG00000236609",
3590
  "ENSG00000236617",
3591
- "ENSG00000236671",
 
3592
  "ENSG00000236790",
3593
  "ENSG00000236849",
3594
  "ENSG00000236915",
 
3595
  "ENSG00000237125",
 
3596
  "ENSG00000237181",
3597
  "ENSG00000237187",
3598
  "ENSG00000237281",
3599
  "ENSG00000237292",
 
3600
  "ENSG00000237399",
3601
  "ENSG00000237424",
3602
- "ENSG00000237484",
 
3603
  "ENSG00000237515",
3604
  "ENSG00000237523",
3605
  "ENSG00000237595",
3606
- "ENSG00000237637",
3607
  "ENSG00000237686",
3608
- "ENSG00000237928",
3609
  "ENSG00000237950",
3610
- "ENSG00000237978",
3611
  "ENSG00000237980",
3612
  "ENSG00000237989",
3613
  "ENSG00000237990",
3614
  "ENSG00000238005",
3615
  "ENSG00000238099",
3616
- "ENSG00000238113",
3617
  "ENSG00000238121",
3618
- "ENSG00000238198",
3619
  "ENSG00000239388",
 
3620
  "ENSG00000239523",
3621
  "ENSG00000239636",
3622
  "ENSG00000239713",
@@ -3624,11 +3468,14 @@
3624
  "ENSG00000240137",
3625
  "ENSG00000240204",
3626
  "ENSG00000240288",
 
 
3627
  "ENSG00000240403",
3628
  "ENSG00000240405",
3629
  "ENSG00000240505",
3630
  "ENSG00000240583",
3631
  "ENSG00000240859",
 
3632
  "ENSG00000240922",
3633
  "ENSG00000241644",
3634
  "ENSG00000241769",
@@ -3638,12 +3485,13 @@
3638
  "ENSG00000242252",
3639
  "ENSG00000242268",
3640
  "ENSG00000242474",
 
3641
  "ENSG00000242522",
 
3642
  "ENSG00000242574",
3643
  "ENSG00000242767",
3644
  "ENSG00000242852",
3645
  "ENSG00000243284",
3646
- "ENSG00000243364",
3647
  "ENSG00000243566",
3648
  "ENSG00000243701",
3649
  "ENSG00000243710",
@@ -3653,12 +3501,12 @@
3653
  "ENSG00000244040",
3654
  "ENSG00000244041",
3655
  "ENSG00000244067",
3656
- "ENSG00000244184",
3657
- "ENSG00000244242",
3658
  "ENSG00000244405",
 
3659
  "ENSG00000244734",
3660
  "ENSG00000244752",
3661
  "ENSG00000245017",
 
3662
  "ENSG00000245105",
3663
  "ENSG00000245164",
3664
  "ENSG00000245213",
@@ -3668,45 +3516,41 @@
3668
  "ENSG00000245468",
3669
  "ENSG00000245498",
3670
  "ENSG00000245522",
3671
- "ENSG00000245556",
3672
- "ENSG00000245571",
3673
  "ENSG00000245680",
 
3674
  "ENSG00000245954",
3675
  "ENSG00000245975",
3676
  "ENSG00000246100",
 
3677
  "ENSG00000246334",
3678
  "ENSG00000246339",
3679
  "ENSG00000246375",
3680
  "ENSG00000246430",
3681
  "ENSG00000246451",
3682
- "ENSG00000246526",
3683
  "ENSG00000246640",
3684
  "ENSG00000246662",
3685
  "ENSG00000246731",
3686
  "ENSG00000246777",
3687
  "ENSG00000246877",
3688
  "ENSG00000246898",
3689
- "ENSG00000246922",
3690
  "ENSG00000247151",
3691
  "ENSG00000247157",
3692
  "ENSG00000247363",
3693
- "ENSG00000247746",
3694
  "ENSG00000247809",
3695
- "ENSG00000247828",
3696
  "ENSG00000247877",
3697
- "ENSG00000247982",
3698
  "ENSG00000248008",
3699
  "ENSG00000248144",
 
3700
  "ENSG00000248329",
3701
- "ENSG00000248429",
3702
  "ENSG00000248441",
3703
  "ENSG00000248464",
3704
  "ENSG00000248473",
3705
  "ENSG00000248483",
3706
- "ENSG00000248663",
3707
  "ENSG00000248690",
3708
  "ENSG00000248714",
3709
- "ENSG00000248866",
 
3710
  "ENSG00000248925",
3711
  "ENSG00000249085",
3712
  "ENSG00000249096",
@@ -3714,17 +3558,22 @@
3714
  "ENSG00000249167",
3715
  "ENSG00000249173",
3716
  "ENSG00000249241",
 
3717
  "ENSG00000249395",
3718
  "ENSG00000249464",
3719
  "ENSG00000249532",
3720
  "ENSG00000249572",
3721
  "ENSG00000249599",
 
3722
  "ENSG00000249669",
3723
  "ENSG00000249736",
3724
  "ENSG00000249825",
 
3725
  "ENSG00000249961",
3726
  "ENSG00000249992",
3727
  "ENSG00000250056",
 
 
3728
  "ENSG00000250159",
3729
  "ENSG00000250334",
3730
  "ENSG00000250365",
@@ -3733,44 +3582,60 @@
3733
  "ENSG00000250548",
3734
  "ENSG00000250673",
3735
  "ENSG00000250742",
 
3736
  "ENSG00000251015",
 
 
3737
  "ENSG00000251191",
 
3738
  "ENSG00000251301",
3739
  "ENSG00000251359",
3740
  "ENSG00000251364",
3741
  "ENSG00000251381",
 
3742
  "ENSG00000251526",
 
3743
  "ENSG00000251637",
 
 
3744
  "ENSG00000253159",
 
 
3745
  "ENSG00000253304",
3746
- "ENSG00000253305",
3747
  "ENSG00000253309",
3748
  "ENSG00000253327",
3749
  "ENSG00000253485",
3750
  "ENSG00000253559",
3751
  "ENSG00000253598",
 
3752
  "ENSG00000253649",
3753
  "ENSG00000253669",
3754
  "ENSG00000253704",
3755
  "ENSG00000253731",
3756
  "ENSG00000253819",
3757
- "ENSG00000253846",
3758
  "ENSG00000253978",
3759
  "ENSG00000254004",
3760
  "ENSG00000254027",
 
 
 
3761
  "ENSG00000254211",
3762
  "ENSG00000254233",
 
 
3763
  "ENSG00000254333",
3764
  "ENSG00000254369",
3765
  "ENSG00000254415",
 
3766
  "ENSG00000254453",
3767
  "ENSG00000254521",
3768
  "ENSG00000254535",
3769
  "ENSG00000254542",
3770
- "ENSG00000254560",
 
3771
  "ENSG00000254966",
 
3772
  "ENSG00000255052",
3773
- "ENSG00000255100",
3774
  "ENSG00000255197",
3775
  "ENSG00000255274",
3776
  "ENSG00000255337",
@@ -3778,6 +3643,7 @@
3778
  "ENSG00000255398",
3779
  "ENSG00000255399",
3780
  "ENSG00000255423",
 
3781
  "ENSG00000255690",
3782
  "ENSG00000255760",
3783
  "ENSG00000255867",
@@ -3785,50 +3651,72 @@
3785
  "ENSG00000255974",
3786
  "ENSG00000256039",
3787
  "ENSG00000256043",
3788
- "ENSG00000256087",
3789
  "ENSG00000256128",
 
3790
  "ENSG00000256294",
3791
- "ENSG00000256576",
3792
  "ENSG00000256633",
3793
  "ENSG00000256660",
3794
  "ENSG00000256683",
3795
  "ENSG00000256771",
3796
  "ENSG00000256806",
3797
- "ENSG00000256812",
3798
  "ENSG00000256862",
3799
  "ENSG00000257017",
3800
  "ENSG00000257057",
 
3801
  "ENSG00000257108",
3802
  "ENSG00000257135",
 
3803
  "ENSG00000257285",
3804
  "ENSG00000257446",
3805
  "ENSG00000257497",
3806
  "ENSG00000257556",
3807
  "ENSG00000257596",
3808
  "ENSG00000257660",
 
3809
  "ENSG00000257702",
3810
  "ENSG00000258057",
 
 
 
 
3811
  "ENSG00000258227",
 
 
3812
  "ENSG00000258405",
3813
- "ENSG00000258476",
3814
  "ENSG00000258537",
3815
  "ENSG00000258551",
 
 
3816
  "ENSG00000258647",
3817
  "ENSG00000258689",
 
 
 
3818
  "ENSG00000258731",
3819
  "ENSG00000258738",
3820
  "ENSG00000258754",
 
 
3821
  "ENSG00000258957",
 
3822
  "ENSG00000259134",
3823
  "ENSG00000259146",
3824
  "ENSG00000259153",
 
3825
  "ENSG00000259225",
 
3826
  "ENSG00000259251",
3827
  "ENSG00000259291",
3828
  "ENSG00000259319",
3829
  "ENSG00000259349",
 
 
 
 
 
3830
  "ENSG00000259495",
3831
- "ENSG00000259521",
3832
  "ENSG00000259577",
3833
  "ENSG00000259583",
3834
  "ENSG00000259818",
@@ -3836,59 +3724,96 @@
3836
  "ENSG00000259877",
3837
  "ENSG00000259883",
3838
  "ENSG00000259905",
 
 
 
 
3839
  "ENSG00000260001",
3840
  "ENSG00000260027",
 
 
3841
  "ENSG00000260093",
 
3842
  "ENSG00000260101",
 
3843
  "ENSG00000260135",
3844
  "ENSG00000260192",
3845
  "ENSG00000260193",
3846
  "ENSG00000260219",
 
 
 
 
3847
  "ENSG00000260302",
3848
  "ENSG00000260314",
3849
  "ENSG00000260317",
3850
  "ENSG00000260325",
3851
- "ENSG00000260329",
3852
  "ENSG00000260339",
 
 
3853
  "ENSG00000260388",
3854
- "ENSG00000260423",
3855
  "ENSG00000260439",
3856
  "ENSG00000260526",
 
3857
  "ENSG00000260572",
3858
  "ENSG00000260625",
3859
  "ENSG00000260630",
 
 
3860
  "ENSG00000260804",
3861
  "ENSG00000260806",
3862
  "ENSG00000260807",
3863
  "ENSG00000260852",
3864
  "ENSG00000260876",
3865
  "ENSG00000260942",
 
3866
  "ENSG00000261087",
3867
  "ENSG00000261126",
 
3868
  "ENSG00000261188",
3869
  "ENSG00000261210",
 
 
 
 
3870
  "ENSG00000261302",
3871
  "ENSG00000261326",
 
3872
  "ENSG00000261371",
3873
  "ENSG00000261390",
3874
  "ENSG00000261416",
3875
  "ENSG00000261420",
 
3876
  "ENSG00000261485",
3877
- "ENSG00000261644",
 
3878
  "ENSG00000261664",
 
3879
  "ENSG00000261794",
3880
  "ENSG00000261801",
3881
  "ENSG00000261934",
 
 
 
 
3882
  "ENSG00000262468",
 
 
3883
  "ENSG00000262655",
 
3884
  "ENSG00000263004",
3885
- "ENSG00000263072",
 
 
 
3886
  "ENSG00000263586",
3887
  "ENSG00000263639",
 
3888
  "ENSG00000263874",
3889
  "ENSG00000263884",
3890
- "ENSG00000264230",
3891
  "ENSG00000264575",
 
3892
  "ENSG00000264707",
3893
  "ENSG00000264745",
3894
  "ENSG00000264954",
@@ -3899,101 +3824,176 @@
3899
  "ENSG00000265485",
3900
  "ENSG00000265752",
3901
  "ENSG00000265817",
3902
- "ENSG00000265888",
3903
- "ENSG00000265972",
3904
  "ENSG00000266173",
 
3905
  "ENSG00000266389",
3906
  "ENSG00000266524",
3907
  "ENSG00000266714",
3908
- "ENSG00000266916",
 
3909
  "ENSG00000267041",
 
3910
  "ENSG00000267064",
3911
  "ENSG00000267107",
 
3912
  "ENSG00000267128",
 
3913
  "ENSG00000267213",
 
3914
  "ENSG00000267270",
3915
  "ENSG00000267280",
3916
  "ENSG00000267313",
3917
  "ENSG00000267325",
3918
- "ENSG00000267365",
 
3919
  "ENSG00000267421",
3920
  "ENSG00000267454",
3921
  "ENSG00000267470",
3922
  "ENSG00000267498",
3923
  "ENSG00000267508",
3924
  "ENSG00000267534",
 
3925
  "ENSG00000267549",
3926
  "ENSG00000267690",
3927
  "ENSG00000267767",
 
 
 
 
3928
  "ENSG00000267871",
 
3929
  "ENSG00000268388",
3930
- "ENSG00000268895",
 
 
 
 
3931
  "ENSG00000269019",
3932
- "ENSG00000269038",
3933
  "ENSG00000269054",
3934
  "ENSG00000269113",
3935
  "ENSG00000269404",
3936
  "ENSG00000269696",
3937
  "ENSG00000269699",
3938
  "ENSG00000269720",
 
 
 
 
3939
  "ENSG00000270084",
 
 
 
3940
  "ENSG00000270177",
3941
  "ENSG00000270194",
3942
  "ENSG00000270332",
 
3943
  "ENSG00000270362",
3944
  "ENSG00000270419",
3945
  "ENSG00000270562",
 
 
3946
  "ENSG00000270641",
3947
  "ENSG00000270765",
3948
  "ENSG00000270806",
3949
  "ENSG00000270885",
3950
  "ENSG00000270959",
3951
  "ENSG00000270964",
 
 
 
3952
  "ENSG00000271216",
 
3953
  "ENSG00000271270",
3954
- "ENSG00000271334",
3955
- "ENSG00000271425",
3956
  "ENSG00000271538",
3957
  "ENSG00000271576",
3958
  "ENSG00000271605",
3959
- "ENSG00000271784",
 
 
 
3960
  "ENSG00000271826",
 
 
3961
  "ENSG00000271888",
3962
  "ENSG00000271913",
 
 
 
3963
  "ENSG00000271966",
 
3964
  "ENSG00000272031",
3965
- "ENSG00000272142",
 
 
 
 
 
 
 
 
 
3966
  "ENSG00000272323",
3967
  "ENSG00000272374",
3968
  "ENSG00000272398",
3969
  "ENSG00000272455",
3970
  "ENSG00000272459",
 
 
 
 
 
 
3971
  "ENSG00000272523",
3972
  "ENSG00000272525",
3973
  "ENSG00000272604",
3974
  "ENSG00000272620",
3975
- "ENSG00000272636",
 
 
 
3976
  "ENSG00000272663",
3977
  "ENSG00000272695",
 
 
 
 
3978
  "ENSG00000272841",
 
3979
  "ENSG00000272853",
 
 
3980
  "ENSG00000272902",
3981
- "ENSG00000273002",
 
 
3982
  "ENSG00000273008",
 
3983
  "ENSG00000273033",
3984
  "ENSG00000273045",
3985
  "ENSG00000273079",
3986
  "ENSG00000273084",
3987
  "ENSG00000273129",
3988
- "ENSG00000273173",
 
 
 
 
3989
  "ENSG00000273297",
 
 
3990
  "ENSG00000273356",
3991
  "ENSG00000273372",
 
3992
  "ENSG00000273382",
 
 
 
 
3993
  "ENSG00000275111",
3994
  "ENSG00000276231",
3995
- "ENSG00000276600",
3996
- "ENSG00000277462",
3997
  "ENSG00000278318",
3998
  "ENSG00000278558",
3999
  "ENSG00000278637",
 
2
  "gene_names": [
3
  "ENSG00000000003",
4
  "ENSG00000000938",
 
5
  "ENSG00000002587",
6
  "ENSG00000002933",
7
  "ENSG00000003137",
 
12
  "ENSG00000004848",
13
  "ENSG00000005102",
14
  "ENSG00000005187",
 
15
  "ENSG00000005381",
16
+ "ENSG00000005421",
17
  "ENSG00000005448",
18
  "ENSG00000005844",
19
  "ENSG00000005961",
20
  "ENSG00000006042",
21
  "ENSG00000006071",
 
22
  "ENSG00000006210",
23
  "ENSG00000006282",
24
  "ENSG00000006283",
 
 
25
  "ENSG00000007171",
26
  "ENSG00000007174",
27
  "ENSG00000007216",
28
  "ENSG00000007264",
 
29
  "ENSG00000007516",
30
  "ENSG00000007908",
31
  "ENSG00000007933",
 
34
  "ENSG00000008226",
35
  "ENSG00000008277",
36
  "ENSG00000008300",
 
37
  "ENSG00000008517",
38
  "ENSG00000008735",
39
  "ENSG00000009724",
40
  "ENSG00000009765",
41
  "ENSG00000009790",
42
+ "ENSG00000010072",
43
  "ENSG00000010292",
44
  "ENSG00000010327",
45
  "ENSG00000010379",
 
55
  "ENSG00000012124",
56
  "ENSG00000012223",
57
  "ENSG00000012232",
 
58
  "ENSG00000013016",
59
  "ENSG00000013293",
 
60
  "ENSG00000013583",
61
  "ENSG00000013588",
62
  "ENSG00000013725",
 
70
  "ENSG00000019186",
71
  "ENSG00000019549",
72
  "ENSG00000019582",
 
73
  "ENSG00000021300",
74
  "ENSG00000021488",
75
  "ENSG00000021826",
76
  "ENSG00000022267",
 
 
77
  "ENSG00000023445",
 
78
  "ENSG00000026751",
79
  "ENSG00000027697",
 
80
  "ENSG00000028137",
81
  "ENSG00000029534",
82
  "ENSG00000029993",
 
84
  "ENSG00000034239",
85
  "ENSG00000034971",
86
  "ENSG00000035720",
87
+ "ENSG00000035862",
88
+ "ENSG00000036473",
89
  "ENSG00000036672",
90
  "ENSG00000038427",
 
91
  "ENSG00000039139",
92
+ "ENSG00000039537",
93
  "ENSG00000039600",
94
  "ENSG00000040731",
95
  "ENSG00000041982",
 
97
  "ENSG00000042088",
98
  "ENSG00000042429",
99
  "ENSG00000042493",
 
100
  "ENSG00000043039",
101
  "ENSG00000043143",
102
  "ENSG00000043591",
 
104
  "ENSG00000046653",
105
  "ENSG00000047457",
106
  "ENSG00000047597",
 
107
  "ENSG00000049089",
108
  "ENSG00000049247",
109
  "ENSG00000049249",
 
114
  "ENSG00000050165",
115
  "ENSG00000050555",
116
  "ENSG00000050628",
 
117
  "ENSG00000050767",
118
  "ENSG00000051128",
119
  "ENSG00000051180",
 
124
  "ENSG00000053702",
125
  "ENSG00000054179",
126
  "ENSG00000054219",
 
127
  "ENSG00000054967",
128
  "ENSG00000055118",
129
  "ENSG00000055732",
130
  "ENSG00000055813",
 
131
  "ENSG00000056558",
132
  "ENSG00000057149",
133
  "ENSG00000057657",
 
134
  "ENSG00000058404",
135
  "ENSG00000058804",
136
  "ENSG00000059145",
 
137
  "ENSG00000060069",
138
  "ENSG00000060709",
139
  "ENSG00000061337",
140
  "ENSG00000061455",
141
  "ENSG00000061656",
142
+ "ENSG00000061918",
143
  "ENSG00000062038",
144
  "ENSG00000062370",
145
  "ENSG00000062524",
 
155
  "ENSG00000064692",
156
  "ENSG00000064787",
157
  "ENSG00000064886",
 
 
158
  "ENSG00000065600",
159
  "ENSG00000065618",
 
160
  "ENSG00000066185",
161
  "ENSG00000066248",
162
  "ENSG00000066279",
163
  "ENSG00000066294",
 
164
  "ENSG00000066405",
 
 
165
  "ENSG00000067369",
166
  "ENSG00000067445",
167
  "ENSG00000067715",
168
  "ENSG00000067829",
169
+ "ENSG00000067840",
170
  "ENSG00000068001",
171
  "ENSG00000068394",
172
  "ENSG00000068489",
 
178
  "ENSG00000070193",
179
  "ENSG00000070729",
180
  "ENSG00000070759",
 
181
  "ENSG00000071282",
182
  "ENSG00000071539",
183
  "ENSG00000071575",
 
185
  "ENSG00000072041",
186
  "ENSG00000072121",
187
  "ENSG00000072195",
 
188
  "ENSG00000072315",
189
  "ENSG00000072694",
 
 
190
  "ENSG00000073008",
191
  "ENSG00000073067",
 
192
  "ENSG00000073734",
193
  "ENSG00000073737",
194
  "ENSG00000073756",
 
201
  "ENSG00000074966",
202
  "ENSG00000075035",
203
  "ENSG00000075073",
204
+ "ENSG00000075131",
205
  "ENSG00000075213",
206
  "ENSG00000075223",
207
  "ENSG00000075340",
208
  "ENSG00000075624",
209
  "ENSG00000075673",
210
  "ENSG00000075826",
 
211
  "ENSG00000076242",
212
  "ENSG00000076382",
213
  "ENSG00000076641",
214
  "ENSG00000076706",
215
  "ENSG00000077063",
216
  "ENSG00000077327",
 
217
  "ENSG00000077522",
218
  "ENSG00000077942",
219
  "ENSG00000077943",
220
  "ENSG00000077984",
221
+ "ENSG00000078053",
222
  "ENSG00000078081",
223
+ "ENSG00000078295",
224
  "ENSG00000078399",
225
  "ENSG00000078401",
226
  "ENSG00000078589",
 
228
  "ENSG00000078725",
229
  "ENSG00000078814",
230
  "ENSG00000078900",
 
231
  "ENSG00000079215",
232
+ "ENSG00000079385",
233
  "ENSG00000079931",
234
  "ENSG00000080007",
235
  "ENSG00000080031",
 
242
  "ENSG00000081059",
243
  "ENSG00000081138",
244
  "ENSG00000081237",
 
245
  "ENSG00000082074",
246
  "ENSG00000082175",
247
  "ENSG00000082196",
248
  "ENSG00000082293",
249
  "ENSG00000082482",
 
250
  "ENSG00000082512",
251
  "ENSG00000082684",
 
252
  "ENSG00000083454",
253
  "ENSG00000083814",
254
  "ENSG00000083817",
255
  "ENSG00000084072",
256
  "ENSG00000084073",
257
  "ENSG00000084110",
258
+ "ENSG00000084207",
259
  "ENSG00000084628",
 
260
  "ENSG00000084674",
261
  "ENSG00000084710",
262
  "ENSG00000084731",
 
265
  "ENSG00000085511",
266
  "ENSG00000085514",
267
  "ENSG00000085552",
268
+ "ENSG00000085563",
269
  "ENSG00000085662",
270
  "ENSG00000085741",
271
  "ENSG00000085840",
 
274
  "ENSG00000086205",
275
  "ENSG00000086288",
276
  "ENSG00000086548",
 
 
277
  "ENSG00000086696",
278
  "ENSG00000086717",
279
  "ENSG00000086991",
 
289
  "ENSG00000088325",
290
  "ENSG00000088356",
291
  "ENSG00000088543",
 
292
  "ENSG00000088827",
293
  "ENSG00000088836",
 
294
  "ENSG00000089012",
295
  "ENSG00000089041",
296
  "ENSG00000089091",
 
302
  "ENSG00000089685",
303
  "ENSG00000090006",
304
  "ENSG00000090104",
305
+ "ENSG00000090339",
306
  "ENSG00000090382",
307
  "ENSG00000090432",
 
308
  "ENSG00000090659",
309
  "ENSG00000090889",
310
  "ENSG00000091129",
 
315
  "ENSG00000091536",
316
  "ENSG00000091583",
317
  "ENSG00000091656",
318
+ "ENSG00000091732",
319
  "ENSG00000091844",
320
  "ENSG00000091986",
321
  "ENSG00000092051",
322
  "ENSG00000092200",
 
323
  "ENSG00000092295",
324
  "ENSG00000092445",
325
  "ENSG00000092470",
326
  "ENSG00000092621",
327
  "ENSG00000092758",
328
  "ENSG00000092850",
 
329
  "ENSG00000093009",
330
  "ENSG00000093072",
331
  "ENSG00000093134",
 
337
  "ENSG00000095587",
338
  "ENSG00000095596",
339
  "ENSG00000095627",
 
340
  "ENSG00000095794",
341
  "ENSG00000095917",
342
  "ENSG00000095970",
 
344
  "ENSG00000096093",
345
  "ENSG00000096996",
346
  "ENSG00000099194",
347
+ "ENSG00000099256",
348
  "ENSG00000099338",
349
  "ENSG00000099769",
350
  "ENSG00000099860",
 
358
  "ENSG00000100003",
359
  "ENSG00000100012",
360
  "ENSG00000100055",
 
361
  "ENSG00000100065",
362
  "ENSG00000100068",
363
  "ENSG00000100079",
 
364
  "ENSG00000100121",
365
  "ENSG00000100122",
366
  "ENSG00000100156",
 
369
  "ENSG00000100191",
370
  "ENSG00000100206",
371
  "ENSG00000100218",
372
+ "ENSG00000100228",
373
  "ENSG00000100234",
374
  "ENSG00000100271",
375
  "ENSG00000100285",
376
  "ENSG00000100292",
377
  "ENSG00000100298",
 
 
378
  "ENSG00000100336",
379
  "ENSG00000100351",
380
  "ENSG00000100362",
 
386
  "ENSG00000100450",
387
  "ENSG00000100453",
388
  "ENSG00000100473",
 
389
  "ENSG00000100505",
390
  "ENSG00000100526",
391
  "ENSG00000100558",
 
395
  "ENSG00000100628",
396
  "ENSG00000100629",
397
  "ENSG00000100906",
398
+ "ENSG00000100934",
399
  "ENSG00000100979",
400
  "ENSG00000101000",
401
  "ENSG00000101049",
402
+ "ENSG00000101082",
403
  "ENSG00000101098",
404
  "ENSG00000101104",
405
  "ENSG00000101115",
 
413
  "ENSG00000101222",
414
  "ENSG00000101230",
415
  "ENSG00000101255",
 
416
  "ENSG00000101298",
417
  "ENSG00000101311",
418
  "ENSG00000101333",
 
422
  "ENSG00000101443",
423
  "ENSG00000101447",
424
  "ENSG00000101448",
425
+ "ENSG00000101452",
426
  "ENSG00000101542",
427
  "ENSG00000101605",
428
  "ENSG00000101670",
429
+ "ENSG00000101680",
430
  "ENSG00000101746",
431
  "ENSG00000101825",
432
  "ENSG00000101842",
 
440
  "ENSG00000102048",
441
  "ENSG00000102057",
442
  "ENSG00000102098",
 
443
  "ENSG00000102174",
444
  "ENSG00000102230",
445
  "ENSG00000102243",
 
450
  "ENSG00000102359",
451
  "ENSG00000102445",
452
  "ENSG00000102452",
 
453
  "ENSG00000102468",
454
  "ENSG00000102524",
455
  "ENSG00000102547",
 
468
  "ENSG00000102904",
469
  "ENSG00000102962",
470
  "ENSG00000102970",
471
+ "ENSG00000103021",
472
  "ENSG00000103034",
473
  "ENSG00000103056",
 
474
  "ENSG00000103154",
475
  "ENSG00000103187",
476
  "ENSG00000103196",
477
+ "ENSG00000103241",
478
  "ENSG00000103253",
479
  "ENSG00000103269",
480
  "ENSG00000103313",
 
482
  "ENSG00000103356",
483
  "ENSG00000103375",
484
  "ENSG00000103485",
 
485
  "ENSG00000103653",
486
  "ENSG00000103710",
487
  "ENSG00000103723",
 
490
  "ENSG00000103876",
491
  "ENSG00000103995",
492
  "ENSG00000104043",
 
493
  "ENSG00000104140",
494
  "ENSG00000104213",
495
  "ENSG00000104267",
 
496
  "ENSG00000104356",
497
  "ENSG00000104368",
 
498
  "ENSG00000104415",
499
  "ENSG00000104432",
 
500
  "ENSG00000104626",
501
+ "ENSG00000104783",
502
  "ENSG00000104814",
503
  "ENSG00000104872",
504
  "ENSG00000104879",
 
512
  "ENSG00000105122",
513
  "ENSG00000105131",
514
  "ENSG00000105146",
 
515
  "ENSG00000105219",
516
  "ENSG00000105227",
517
  "ENSG00000105245",
 
531
  "ENSG00000105641",
532
  "ENSG00000105655",
533
  "ENSG00000105664",
534
+ "ENSG00000105672",
535
  "ENSG00000105696",
536
  "ENSG00000105697",
537
  "ENSG00000105717",
 
543
  "ENSG00000105879",
544
  "ENSG00000105894",
545
  "ENSG00000105928",
546
+ "ENSG00000105948",
 
547
  "ENSG00000105974",
548
  "ENSG00000105989",
549
  "ENSG00000105991",
550
+ "ENSG00000106013",
551
  "ENSG00000106018",
552
  "ENSG00000106034",
553
  "ENSG00000106066",
 
554
  "ENSG00000106123",
555
  "ENSG00000106128",
556
  "ENSG00000106211",
557
  "ENSG00000106236",
558
  "ENSG00000106258",
559
+ "ENSG00000106266",
560
  "ENSG00000106278",
561
  "ENSG00000106327",
562
  "ENSG00000106333",
563
  "ENSG00000106336",
564
  "ENSG00000106366",
 
565
  "ENSG00000106479",
566
  "ENSG00000106483",
 
567
  "ENSG00000106538",
568
  "ENSG00000106541",
569
  "ENSG00000106560",
 
571
  "ENSG00000106588",
572
  "ENSG00000106624",
573
  "ENSG00000106692",
 
574
  "ENSG00000106772",
575
  "ENSG00000106785",
576
  "ENSG00000106809",
 
588
  "ENSG00000107551",
589
  "ENSG00000107562",
590
  "ENSG00000107611",
 
591
  "ENSG00000107742",
592
  "ENSG00000107796",
593
  "ENSG00000107798",
 
598
  "ENSG00000107984",
599
  "ENSG00000108176",
600
  "ENSG00000108244",
 
601
  "ENSG00000108342",
602
  "ENSG00000108379",
603
  "ENSG00000108381",
604
  "ENSG00000108384",
605
  "ENSG00000108387",
 
606
  "ENSG00000108515",
607
  "ENSG00000108551",
608
  "ENSG00000108556",
 
613
  "ENSG00000108691",
614
  "ENSG00000108700",
615
  "ENSG00000108771",
 
616
  "ENSG00000108821",
617
  "ENSG00000108823",
618
  "ENSG00000108830",
619
  "ENSG00000108839",
 
620
  "ENSG00000108852",
621
+ "ENSG00000108947",
622
+ "ENSG00000108984",
623
  "ENSG00000109063",
624
  "ENSG00000109072",
625
  "ENSG00000109099",
 
639
  "ENSG00000109846",
640
  "ENSG00000109854",
641
  "ENSG00000109861",
642
+ "ENSG00000109927",
643
  "ENSG00000109943",
 
 
644
  "ENSG00000110060",
645
  "ENSG00000110077",
646
  "ENSG00000110079",
647
  "ENSG00000110169",
 
648
  "ENSG00000110218",
649
  "ENSG00000110318",
650
  "ENSG00000110324",
 
659
  "ENSG00000110881",
660
  "ENSG00000110900",
661
  "ENSG00000110934",
662
+ "ENSG00000111012",
663
  "ENSG00000111052",
664
  "ENSG00000111057",
665
  "ENSG00000111087",
 
687
  "ENSG00000111696",
688
  "ENSG00000111728",
689
  "ENSG00000111729",
690
+ "ENSG00000111732",
691
  "ENSG00000111783",
692
  "ENSG00000111796",
693
  "ENSG00000111799",
 
695
  "ENSG00000111834",
696
  "ENSG00000111863",
697
  "ENSG00000111907",
698
+ "ENSG00000111912",
699
  "ENSG00000111981",
700
  "ENSG00000112139",
701
  "ENSG00000112149",
 
704
  "ENSG00000112208",
705
  "ENSG00000112214",
706
  "ENSG00000112218",
707
+ "ENSG00000112276",
708
  "ENSG00000112299",
709
  "ENSG00000112303",
710
  "ENSG00000112378",
 
719
  "ENSG00000112742",
720
  "ENSG00000112759",
721
  "ENSG00000112769",
 
722
  "ENSG00000112796",
723
  "ENSG00000112799",
724
+ "ENSG00000112936",
725
  "ENSG00000112981",
726
  "ENSG00000112984",
727
  "ENSG00000113083",
 
733
  "ENSG00000113272",
734
  "ENSG00000113296",
735
  "ENSG00000113303",
 
736
  "ENSG00000113361",
737
  "ENSG00000113389",
738
  "ENSG00000113396",
739
  "ENSG00000113525",
740
  "ENSG00000113555",
 
741
  "ENSG00000113739",
742
  "ENSG00000113749",
743
  "ENSG00000113758",
744
+ "ENSG00000113851",
745
  "ENSG00000113924",
746
  "ENSG00000113946",
747
  "ENSG00000114013",
 
749
  "ENSG00000114248",
750
  "ENSG00000114268",
751
  "ENSG00000114270",
752
+ "ENSG00000114388",
753
  "ENSG00000114455",
754
  "ENSG00000114473",
755
  "ENSG00000114547",
756
  "ENSG00000114638",
757
+ "ENSG00000114670",
758
  "ENSG00000114757",
759
  "ENSG00000114812",
760
+ "ENSG00000114859",
761
  "ENSG00000114923",
762
  "ENSG00000114948",
763
  "ENSG00000115009",
764
  "ENSG00000115085",
765
  "ENSG00000115165",
 
766
  "ENSG00000115226",
767
  "ENSG00000115232",
768
  "ENSG00000115252",
769
  "ENSG00000115318",
 
 
770
  "ENSG00000115380",
771
  "ENSG00000115414",
772
  "ENSG00000115423",
 
776
  "ENSG00000115526",
777
  "ENSG00000115556",
778
  "ENSG00000115590",
779
+ "ENSG00000115598",
780
  "ENSG00000115602",
781
  "ENSG00000115607",
782
  "ENSG00000115616",
783
  "ENSG00000115641",
 
784
  "ENSG00000115665",
785
  "ENSG00000115687",
786
  "ENSG00000115705",
 
789
  "ENSG00000115828",
790
  "ENSG00000115902",
791
  "ENSG00000115956",
 
792
  "ENSG00000116016",
793
  "ENSG00000116141",
794
  "ENSG00000116147",
 
797
  "ENSG00000116337",
798
  "ENSG00000116396",
799
  "ENSG00000116514",
800
+ "ENSG00000116574",
801
  "ENSG00000116675",
802
  "ENSG00000116690",
803
  "ENSG00000116701",
 
809
  "ENSG00000116852",
810
  "ENSG00000116885",
811
  "ENSG00000116962",
 
812
  "ENSG00000116985",
813
  "ENSG00000116990",
 
 
814
  "ENSG00000117016",
815
  "ENSG00000117090",
816
  "ENSG00000117091",
 
819
  "ENSG00000117154",
820
  "ENSG00000117228",
821
  "ENSG00000117245",
 
822
  "ENSG00000117318",
823
  "ENSG00000117399",
824
  "ENSG00000117472",
825
  "ENSG00000117477",
826
  "ENSG00000117501",
827
+ "ENSG00000117525",
828
  "ENSG00000117560",
829
  "ENSG00000117586",
830
  "ENSG00000117594",
 
838
  "ENSG00000117984",
839
  "ENSG00000118004",
840
  "ENSG00000118096",
 
841
  "ENSG00000118308",
842
  "ENSG00000118402",
843
  "ENSG00000118473",
844
  "ENSG00000118492",
 
845
  "ENSG00000118514",
846
  "ENSG00000118515",
847
  "ENSG00000118520",
 
859
  "ENSG00000119042",
860
  "ENSG00000119121",
861
  "ENSG00000119147",
 
 
 
862
  "ENSG00000119508",
863
  "ENSG00000119599",
 
864
  "ENSG00000119636",
865
  "ENSG00000119681",
 
866
  "ENSG00000119866",
867
  "ENSG00000119900",
868
  "ENSG00000119917",
 
875
  "ENSG00000120075",
876
  "ENSG00000120129",
877
  "ENSG00000120149",
 
878
  "ENSG00000120160",
 
 
879
  "ENSG00000120262",
880
  "ENSG00000120280",
881
  "ENSG00000120437",
 
884
  "ENSG00000120509",
885
  "ENSG00000120664",
886
  "ENSG00000120708",
887
+ "ENSG00000120738",
888
+ "ENSG00000120820",
889
  "ENSG00000120833",
890
  "ENSG00000120875",
891
  "ENSG00000120885",
 
895
  "ENSG00000121053",
896
  "ENSG00000121152",
897
  "ENSG00000121297",
 
898
  "ENSG00000121406",
899
  "ENSG00000121417",
900
  "ENSG00000121454",
 
904
  "ENSG00000121769",
905
  "ENSG00000121807",
906
  "ENSG00000121858",
 
907
  "ENSG00000121898",
908
  "ENSG00000121903",
909
  "ENSG00000121904",
 
910
  "ENSG00000121966",
911
  "ENSG00000122121",
912
  "ENSG00000122122",
 
920
  "ENSG00000122574",
921
  "ENSG00000122592",
922
  "ENSG00000122679",
 
923
  "ENSG00000122707",
924
  "ENSG00000122735",
925
  "ENSG00000122852",
 
928
  "ENSG00000122877",
929
  "ENSG00000122952",
930
  "ENSG00000123080",
931
+ "ENSG00000123191",
932
  "ENSG00000123329",
933
  "ENSG00000123338",
934
  "ENSG00000123342",
 
952
  "ENSG00000124203",
953
  "ENSG00000124212",
954
  "ENSG00000124215",
955
+ "ENSG00000124237",
956
  "ENSG00000124256",
957
  "ENSG00000124343",
958
  "ENSG00000124374",
 
959
  "ENSG00000124466",
960
  "ENSG00000124490",
961
  "ENSG00000124491",
962
  "ENSG00000124508",
963
  "ENSG00000124574",
964
  "ENSG00000124610",
 
 
965
  "ENSG00000124731",
966
  "ENSG00000124743",
967
  "ENSG00000124749",
968
  "ENSG00000124780",
969
  "ENSG00000124785",
 
970
  "ENSG00000124875",
971
  "ENSG00000124882",
972
  "ENSG00000124939",
 
976
  "ENSG00000125149",
977
  "ENSG00000125245",
978
  "ENSG00000125246",
 
979
  "ENSG00000125319",
980
  "ENSG00000125354",
981
  "ENSG00000125355",
 
986
  "ENSG00000125538",
987
  "ENSG00000125618",
988
  "ENSG00000125675",
989
+ "ENSG00000125730",
990
  "ENSG00000125810",
991
  "ENSG00000125851",
 
992
  "ENSG00000125965",
993
  "ENSG00000125968",
994
  "ENSG00000125999",
995
  "ENSG00000126016",
996
+ "ENSG00000126218",
997
  "ENSG00000126262",
998
  "ENSG00000126353",
999
  "ENSG00000126467",
1000
  "ENSG00000126500",
1001
  "ENSG00000126562",
1002
  "ENSG00000126733",
 
1003
  "ENSG00000126822",
1004
  "ENSG00000126838",
1005
  "ENSG00000126861",
 
1012
  "ENSG00000127083",
1013
  "ENSG00000127084",
1014
  "ENSG00000127129",
1015
+ "ENSG00000127152",
1016
  "ENSG00000127241",
1017
  "ENSG00000127249",
1018
  "ENSG00000127252",
1019
  "ENSG00000127324",
1020
  "ENSG00000127329",
1021
+ "ENSG00000127472",
1022
  "ENSG00000127564",
 
1023
  "ENSG00000127824",
1024
  "ENSG00000127920",
1025
  "ENSG00000127951",
 
1030
  "ENSG00000128242",
1031
  "ENSG00000128245",
1032
  "ENSG00000128266",
 
1033
  "ENSG00000128298",
1034
  "ENSG00000128340",
1035
  "ENSG00000128342",
 
1047
  "ENSG00000128596",
1048
  "ENSG00000128604",
1049
  "ENSG00000128606",
1050
+ "ENSG00000128652",
1051
  "ENSG00000128656",
1052
  "ENSG00000128683",
1053
  "ENSG00000128815",
 
1054
  "ENSG00000128917",
1055
  "ENSG00000128965",
1056
  "ENSG00000129116",
 
1059
  "ENSG00000129173",
1060
  "ENSG00000129194",
1061
  "ENSG00000129204",
 
1062
  "ENSG00000129244",
1063
  "ENSG00000129295",
1064
  "ENSG00000129355",
1065
  "ENSG00000129450",
1066
  "ENSG00000129451",
 
1067
  "ENSG00000129538",
 
1068
  "ENSG00000129596",
1069
  "ENSG00000129675",
1070
  "ENSG00000129696",
1071
  "ENSG00000129988",
1072
  "ENSG00000129991",
1073
  "ENSG00000130023",
 
1074
  "ENSG00000130035",
1075
  "ENSG00000130038",
1076
  "ENSG00000130045",
 
1084
  "ENSG00000130303",
1085
  "ENSG00000130307",
1086
  "ENSG00000130347",
1087
+ "ENSG00000130348",
1088
  "ENSG00000130413",
1089
  "ENSG00000130487",
1090
  "ENSG00000130513",
1091
  "ENSG00000130528",
1092
  "ENSG00000130544",
 
 
1093
  "ENSG00000130595",
 
1094
  "ENSG00000130635",
1095
  "ENSG00000130649",
1096
  "ENSG00000130701",
 
1101
  "ENSG00000130988",
1102
  "ENSG00000130997",
1103
  "ENSG00000131015",
1104
+ "ENSG00000131042",
1105
  "ENSG00000131044",
1106
  "ENSG00000131050",
1107
  "ENSG00000131055",
1108
  "ENSG00000131080",
1109
  "ENSG00000131097",
1110
+ "ENSG00000131187",
1111
  "ENSG00000131203",
 
1112
  "ENSG00000131386",
1113
  "ENSG00000131400",
1114
  "ENSG00000131409",
 
1122
  "ENSG00000131747",
1123
  "ENSG00000131845",
1124
  "ENSG00000131849",
 
1125
  "ENSG00000131969",
1126
  "ENSG00000132002",
1127
  "ENSG00000132031",
 
1140
  "ENSG00000132554",
1141
  "ENSG00000132561",
1142
  "ENSG00000132639",
 
1143
  "ENSG00000132702",
1144
  "ENSG00000132718",
 
1145
  "ENSG00000132768",
1146
  "ENSG00000132773",
1147
  "ENSG00000132792",
1148
  "ENSG00000132801",
 
1149
  "ENSG00000132854",
1150
  "ENSG00000132874",
1151
  "ENSG00000132881",
 
1159
  "ENSG00000133069",
1160
  "ENSG00000133083",
1161
  "ENSG00000133101",
 
1162
  "ENSG00000133107",
1163
  "ENSG00000133110",
1164
  "ENSG00000133115",
1165
+ "ENSG00000133169",
1166
  "ENSG00000133392",
1167
  "ENSG00000133477",
1168
  "ENSG00000133561",
 
1177
  "ENSG00000134020",
1178
  "ENSG00000134042",
1179
  "ENSG00000134057",
 
1180
  "ENSG00000134070",
1181
  "ENSG00000134198",
1182
  "ENSG00000134201",
 
1193
  "ENSG00000134339",
1194
  "ENSG00000134343",
1195
  "ENSG00000134363",
1196
+ "ENSG00000134376",
1197
  "ENSG00000134460",
 
1198
  "ENSG00000134533",
1199
  "ENSG00000134539",
1200
  "ENSG00000134545",
1201
  "ENSG00000134569",
1202
  "ENSG00000134571",
1203
  "ENSG00000134575",
1204
+ "ENSG00000134594",
1205
  "ENSG00000134627",
 
1206
  "ENSG00000134716",
 
1207
  "ENSG00000134762",
1208
  "ENSG00000134817",
1209
  "ENSG00000134827",
 
1225
  "ENSG00000135245",
1226
  "ENSG00000135269",
1227
  "ENSG00000135297",
 
1228
  "ENSG00000135324",
1229
  "ENSG00000135336",
1230
  "ENSG00000135338",
 
1250
  "ENSG00000135823",
1251
  "ENSG00000135835",
1252
  "ENSG00000135838",
 
1253
  "ENSG00000135845",
 
1254
  "ENSG00000135914",
1255
  "ENSG00000135919",
1256
  "ENSG00000135925",
1257
  "ENSG00000135929",
1258
  "ENSG00000135951",
1259
+ "ENSG00000136002",
1260
  "ENSG00000136011",
1261
  "ENSG00000136114",
1262
  "ENSG00000136156",
1263
  "ENSG00000136160",
1264
  "ENSG00000136167",
 
1265
  "ENSG00000136235",
1266
  "ENSG00000136244",
1267
  "ENSG00000136250",
1268
  "ENSG00000136378",
1269
+ "ENSG00000136425",
1270
  "ENSG00000136449",
1271
  "ENSG00000136457",
1272
  "ENSG00000136531",
 
1287
  "ENSG00000136960",
1288
  "ENSG00000136997",
1289
  "ENSG00000136999",
1290
+ "ENSG00000137054",
1291
  "ENSG00000137077",
1292
  "ENSG00000137078",
1293
  "ENSG00000137098",
1294
  "ENSG00000137101",
1295
  "ENSG00000137103",
 
1296
  "ENSG00000137185",
1297
  "ENSG00000137225",
1298
  "ENSG00000137265",
 
1302
  "ENSG00000137434",
1303
  "ENSG00000137440",
1304
  "ENSG00000137441",
1305
+ "ENSG00000137473",
1306
  "ENSG00000137474",
1307
  "ENSG00000137491",
1308
  "ENSG00000137501",
 
1328
  "ENSG00000137809",
1329
  "ENSG00000137814",
1330
  "ENSG00000137824",
1331
+ "ENSG00000137825",
1332
  "ENSG00000137841",
1333
  "ENSG00000137860",
1334
  "ENSG00000137868",
 
1352
  "ENSG00000138166",
1353
  "ENSG00000138185",
1354
  "ENSG00000138207",
 
 
1355
  "ENSG00000138316",
1356
  "ENSG00000138347",
1357
  "ENSG00000138356",
1358
  "ENSG00000138380",
1359
  "ENSG00000138386",
1360
  "ENSG00000138400",
1361
+ "ENSG00000138442",
1362
  "ENSG00000138587",
1363
  "ENSG00000138615",
1364
  "ENSG00000138623",
1365
  "ENSG00000138646",
1366
  "ENSG00000138650",
1367
+ "ENSG00000138669",
1368
  "ENSG00000138722",
1369
  "ENSG00000138735",
 
1370
  "ENSG00000138755",
1371
  "ENSG00000138772",
1372
  "ENSG00000138792",
1373
  "ENSG00000138795",
1374
  "ENSG00000138823",
 
1375
  "ENSG00000138835",
 
1376
  "ENSG00000138964",
1377
  "ENSG00000139055",
 
1378
  "ENSG00000139187",
1379
  "ENSG00000139193",
1380
  "ENSG00000139194",
 
1389
  "ENSG00000139567",
1390
  "ENSG00000139572",
1391
  "ENSG00000139626",
 
1392
  "ENSG00000139874",
1393
  "ENSG00000139890",
1394
  "ENSG00000139899",
1395
  "ENSG00000139914",
1396
  "ENSG00000139970",
1397
+ "ENSG00000139971",
1398
  "ENSG00000140022",
1399
  "ENSG00000140030",
 
1400
  "ENSG00000140067",
1401
  "ENSG00000140090",
1402
  "ENSG00000140092",
 
1407
  "ENSG00000140323",
1408
  "ENSG00000140368",
1409
  "ENSG00000140379",
1410
+ "ENSG00000140403",
1411
  "ENSG00000140451",
1412
  "ENSG00000140459",
1413
  "ENSG00000140471",
1414
  "ENSG00000140481",
1415
  "ENSG00000140527",
1416
  "ENSG00000140538",
 
1417
  "ENSG00000140553",
1418
  "ENSG00000140600",
1419
  "ENSG00000140718",
 
1422
  "ENSG00000140807",
1423
  "ENSG00000140835",
1424
  "ENSG00000140873",
1425
+ "ENSG00000140931",
1426
  "ENSG00000140937",
1427
+ "ENSG00000140945",
1428
  "ENSG00000140950",
1429
  "ENSG00000140961",
 
1430
  "ENSG00000141040",
1431
  "ENSG00000141052",
1432
  "ENSG00000141179",
1433
+ "ENSG00000141219",
1434
  "ENSG00000141232",
1435
  "ENSG00000141293",
1436
  "ENSG00000141294",
 
1442
  "ENSG00000141519",
1443
  "ENSG00000141540",
1444
  "ENSG00000141560",
 
1445
  "ENSG00000141577",
1446
+ "ENSG00000141622",
1447
  "ENSG00000141665",
1448
  "ENSG00000141682",
 
 
1449
  "ENSG00000141934",
1450
  "ENSG00000141968",
1451
  "ENSG00000142156",
1452
  "ENSG00000142173",
 
 
1453
  "ENSG00000142405",
1454
  "ENSG00000142408",
1455
  "ENSG00000142494",
 
1463
  "ENSG00000142700",
1464
  "ENSG00000142748",
1465
  "ENSG00000142871",
 
1466
  "ENSG00000142945",
1467
  "ENSG00000142959",
1468
  "ENSG00000142973",
 
1473
  "ENSG00000143119",
1474
  "ENSG00000143126",
1475
  "ENSG00000143147",
 
1476
  "ENSG00000143184",
1477
  "ENSG00000143185",
1478
  "ENSG00000143195",
 
1481
  "ENSG00000143226",
1482
  "ENSG00000143228",
1483
  "ENSG00000143248",
1484
+ "ENSG00000143257",
1485
  "ENSG00000143297",
1486
  "ENSG00000143355",
 
1487
  "ENSG00000143374",
1488
  "ENSG00000143387",
 
1489
  "ENSG00000143416",
1490
  "ENSG00000143452",
1491
  "ENSG00000143476",
1492
  "ENSG00000143494",
 
1493
  "ENSG00000143502",
 
1494
  "ENSG00000143546",
1495
+ "ENSG00000143578",
1496
  "ENSG00000143590",
1497
  "ENSG00000143603",
1498
  "ENSG00000143622",
1499
  "ENSG00000143630",
1500
  "ENSG00000143702",
1501
  "ENSG00000143740",
1502
+ "ENSG00000143751",
1503
  "ENSG00000143839",
1504
  "ENSG00000143847",
1505
  "ENSG00000143851",
 
1508
  "ENSG00000143994",
1509
  "ENSG00000144045",
1510
  "ENSG00000144057",
 
1511
  "ENSG00000144152",
 
1512
  "ENSG00000144214",
1513
  "ENSG00000144230",
1514
  "ENSG00000144339",
 
1516
  "ENSG00000144369",
1517
  "ENSG00000144406",
1518
  "ENSG00000144410",
 
 
 
1519
  "ENSG00000144596",
1520
  "ENSG00000144644",
 
1521
  "ENSG00000144712",
1522
  "ENSG00000144730",
1523
  "ENSG00000144771",
1524
  "ENSG00000144792",
1525
  "ENSG00000144821",
1526
+ "ENSG00000144834",
1527
  "ENSG00000144837",
1528
  "ENSG00000144843",
1529
  "ENSG00000144891",
1530
  "ENSG00000144908",
1531
+ "ENSG00000145088",
1532
  "ENSG00000145113",
1533
  "ENSG00000145147",
1534
  "ENSG00000145241",
 
1536
  "ENSG00000145248",
1537
  "ENSG00000145283",
1538
  "ENSG00000145362",
 
1539
  "ENSG00000145423",
1540
  "ENSG00000145451",
1541
  "ENSG00000145491",
 
1547
  "ENSG00000145685",
1548
  "ENSG00000145700",
1549
  "ENSG00000145708",
 
1550
  "ENSG00000145824",
1551
  "ENSG00000145864",
 
1552
  "ENSG00000145908",
 
1553
  "ENSG00000145934",
1554
  "ENSG00000145936",
1555
  "ENSG00000145945",
 
1557
  "ENSG00000146013",
1558
  "ENSG00000146021",
1559
  "ENSG00000146070",
 
1560
  "ENSG00000146112",
1561
  "ENSG00000146151",
1562
  "ENSG00000146166",
 
1567
  "ENSG00000146285",
1568
  "ENSG00000146409",
1569
  "ENSG00000146453",
1570
+ "ENSG00000146521",
 
1571
  "ENSG00000146674",
1572
  "ENSG00000146839",
1573
  "ENSG00000146904",
 
1576
  "ENSG00000147041",
1577
  "ENSG00000147059",
1578
  "ENSG00000147082",
1579
+ "ENSG00000147117",
 
1580
  "ENSG00000147124",
1581
+ "ENSG00000147138",
1582
  "ENSG00000147168",
1583
  "ENSG00000147174",
1584
  "ENSG00000147206",
 
1587
  "ENSG00000147400",
1588
  "ENSG00000147421",
1589
  "ENSG00000147465",
 
1590
  "ENSG00000147573",
1591
  "ENSG00000147606",
1592
+ "ENSG00000147647",
1593
  "ENSG00000147655",
1594
  "ENSG00000147697",
1595
  "ENSG00000147872",
 
1596
  "ENSG00000148053",
1597
  "ENSG00000148180",
1598
  "ENSG00000148288",
 
1599
  "ENSG00000148344",
1600
  "ENSG00000148346",
1601
  "ENSG00000148377",
1602
+ "ENSG00000148408",
1603
  "ENSG00000148483",
1604
+ "ENSG00000148488",
1605
  "ENSG00000148541",
1606
  "ENSG00000148600",
 
1607
  "ENSG00000148734",
1608
  "ENSG00000148735",
1609
  "ENSG00000148773",
 
1615
  "ENSG00000149043",
1616
  "ENSG00000149090",
1617
  "ENSG00000149131",
 
1618
  "ENSG00000149201",
1619
  "ENSG00000149269",
1620
  "ENSG00000149294",
 
1621
  "ENSG00000149380",
1622
  "ENSG00000149403",
 
1623
  "ENSG00000149488",
1624
+ "ENSG00000149527",
1625
  "ENSG00000149534",
1626
  "ENSG00000149548",
1627
  "ENSG00000149557",
1628
  "ENSG00000149564",
 
1629
  "ENSG00000149591",
1630
  "ENSG00000149596",
1631
  "ENSG00000149633",
1632
  "ENSG00000149781",
1633
  "ENSG00000149922",
1634
+ "ENSG00000149927",
1635
  "ENSG00000149929",
1636
  "ENSG00000149968",
1637
  "ENSG00000149972",
1638
  "ENSG00000150045",
1639
  "ENSG00000150048",
1640
  "ENSG00000150394",
 
1641
  "ENSG00000150551",
1642
  "ENSG00000150556",
1643
  "ENSG00000150594",
 
1644
  "ENSG00000150628",
1645
  "ENSG00000150630",
1646
  "ENSG00000150636",
 
1647
  "ENSG00000150687",
1648
  "ENSG00000150773",
1649
+ "ENSG00000150873",
1650
  "ENSG00000150967",
1651
  "ENSG00000151023",
1652
  "ENSG00000151062",
1653
  "ENSG00000151164",
1654
  "ENSG00000151224",
 
1655
  "ENSG00000151388",
1656
  "ENSG00000151445",
1657
  "ENSG00000151468",
1658
  "ENSG00000151470",
 
1659
  "ENSG00000151575",
1660
  "ENSG00000151576",
1661
  "ENSG00000151617",
 
1688
  "ENSG00000152953",
1689
  "ENSG00000152969",
1690
  "ENSG00000153002",
 
 
1691
  "ENSG00000153071",
1692
  "ENSG00000153132",
1693
  "ENSG00000153233",
1694
  "ENSG00000153234",
 
 
1695
  "ENSG00000153283",
1696
  "ENSG00000153347",
1697
  "ENSG00000153395",
1698
  "ENSG00000153404",
1699
  "ENSG00000153446",
1700
+ "ENSG00000153531",
1701
  "ENSG00000153563",
1702
  "ENSG00000153789",
1703
+ "ENSG00000153790",
1704
  "ENSG00000153822",
 
1705
  "ENSG00000153902",
1706
  "ENSG00000153975",
1707
  "ENSG00000153976",
 
1712
  "ENSG00000154096",
1713
  "ENSG00000154099",
1714
  "ENSG00000154118",
1715
+ "ENSG00000154153",
1716
  "ENSG00000154175",
1717
  "ENSG00000154188",
1718
  "ENSG00000154262",
1719
  "ENSG00000154269",
1720
+ "ENSG00000154319",
1721
  "ENSG00000154342",
1722
  "ENSG00000154451",
1723
  "ENSG00000154485",
1724
  "ENSG00000154553",
1725
  "ENSG00000154556",
1726
  "ENSG00000154620",
 
1727
  "ENSG00000154678",
1728
  "ENSG00000154734",
1729
  "ENSG00000154736",
 
1730
  "ENSG00000154764",
1731
  "ENSG00000154781",
1732
  "ENSG00000154814",
 
1733
  "ENSG00000154864",
1734
  "ENSG00000154917",
1735
  "ENSG00000154920",
 
1739
  "ENSG00000155099",
1740
  "ENSG00000155189",
1741
  "ENSG00000155229",
1742
+ "ENSG00000155265",
1743
  "ENSG00000155367",
1744
  "ENSG00000155380",
1745
  "ENSG00000155465",
 
1764
  "ENSG00000156206",
1765
  "ENSG00000156219",
1766
  "ENSG00000156234",
 
1767
  "ENSG00000156284",
1768
  "ENSG00000156298",
 
 
 
 
1769
  "ENSG00000156535",
1770
  "ENSG00000156574",
1771
  "ENSG00000156689",
 
1777
  "ENSG00000157103",
1778
  "ENSG00000157111",
1779
  "ENSG00000157150",
 
1780
  "ENSG00000157303",
1781
  "ENSG00000157330",
1782
  "ENSG00000157343",
 
1803
  "ENSG00000158164",
1804
  "ENSG00000158186",
1805
  "ENSG00000158258",
1806
+ "ENSG00000158292",
1807
  "ENSG00000158296",
1808
  "ENSG00000158423",
1809
  "ENSG00000158445",
 
1824
  "ENSG00000159189",
1825
  "ENSG00000159200",
1826
  "ENSG00000159339",
 
1827
  "ENSG00000159388",
1828
  "ENSG00000159403",
1829
  "ENSG00000159450",
 
1845
  "ENSG00000160097",
1846
  "ENSG00000160180",
1847
  "ENSG00000160183",
 
1848
  "ENSG00000160188",
1849
  "ENSG00000160219",
1850
  "ENSG00000160255",
 
1852
  "ENSG00000160299",
1853
  "ENSG00000160307",
1854
  "ENSG00000160323",
 
1855
  "ENSG00000160345",
1856
+ "ENSG00000160401",
1857
  "ENSG00000160472",
1858
  "ENSG00000160539",
1859
  "ENSG00000160570",
 
1867
  "ENSG00000160862",
1868
  "ENSG00000160867",
1869
  "ENSG00000160883",
1870
+ "ENSG00000160917",
1871
  "ENSG00000160951",
1872
  "ENSG00000160957",
1873
  "ENSG00000160993",
 
1878
  "ENSG00000161594",
1879
  "ENSG00000161609",
1880
  "ENSG00000161649",
 
 
1881
  "ENSG00000161896",
1882
  "ENSG00000161905",
1883
  "ENSG00000161911",
 
1886
  "ENSG00000161940",
1887
  "ENSG00000161996",
1888
  "ENSG00000162004",
1889
+ "ENSG00000162040",
1890
  "ENSG00000162073",
1891
  "ENSG00000162078",
1892
+ "ENSG00000162148",
1893
  "ENSG00000162373",
1894
+ "ENSG00000162383",
1895
  "ENSG00000162409",
1896
  "ENSG00000162433",
 
1897
  "ENSG00000162458",
1898
  "ENSG00000162461",
 
1899
  "ENSG00000162493",
1900
  "ENSG00000162511",
1901
  "ENSG00000162543",
1902
  "ENSG00000162572",
1903
  "ENSG00000162598",
 
1904
  "ENSG00000162620",
1905
  "ENSG00000162630",
1906
  "ENSG00000162631",
 
1910
  "ENSG00000162654",
1911
  "ENSG00000162670",
1912
  "ENSG00000162676",
 
1913
  "ENSG00000162692",
1914
  "ENSG00000162711",
1915
  "ENSG00000162722",
 
1923
  "ENSG00000162779",
1924
  "ENSG00000162814",
1925
  "ENSG00000162877",
1926
+ "ENSG00000162882",
1927
  "ENSG00000162894",
1928
  "ENSG00000162896",
 
1929
  "ENSG00000162931",
1930
  "ENSG00000162981",
1931
  "ENSG00000162994",
 
1946
  "ENSG00000163155",
1947
  "ENSG00000163157",
1948
  "ENSG00000163159",
 
1949
  "ENSG00000163220",
1950
  "ENSG00000163221",
1951
  "ENSG00000163235",
 
1956
  "ENSG00000163291",
1957
  "ENSG00000163293",
1958
  "ENSG00000163322",
1959
+ "ENSG00000163331",
1960
  "ENSG00000163347",
1961
  "ENSG00000163354",
1962
  "ENSG00000163359",
 
2032
  "ENSG00000164406",
2033
  "ENSG00000164411",
2034
  "ENSG00000164440",
2035
+ "ENSG00000164466",
2036
  "ENSG00000164484",
2037
  "ENSG00000164488",
 
2038
  "ENSG00000164512",
2039
  "ENSG00000164520",
2040
  "ENSG00000164530",
 
2043
  "ENSG00000164619",
2044
  "ENSG00000164627",
2045
  "ENSG00000164638",
 
2046
  "ENSG00000164675",
2047
  "ENSG00000164683",
2048
  "ENSG00000164691",
 
2055
  "ENSG00000164761",
2056
  "ENSG00000164764",
2057
  "ENSG00000164825",
 
2058
  "ENSG00000164850",
2059
  "ENSG00000164879",
2060
  "ENSG00000164920",
 
2062
  "ENSG00000164934",
2063
  "ENSG00000164946",
2064
  "ENSG00000164949",
2065
+ "ENSG00000164972",
2066
  "ENSG00000164983",
2067
  "ENSG00000164989",
2068
  "ENSG00000165028",
2069
  "ENSG00000165092",
2070
  "ENSG00000165124",
2071
  "ENSG00000165152",
 
2072
  "ENSG00000165182",
2073
  "ENSG00000165194",
2074
  "ENSG00000165197",
 
2075
  "ENSG00000165272",
2076
  "ENSG00000165300",
2077
  "ENSG00000165309",
 
2078
  "ENSG00000165325",
2079
  "ENSG00000165359",
2080
  "ENSG00000165376",
2081
  "ENSG00000165383",
2082
  "ENSG00000165409",
 
2083
  "ENSG00000165457",
2084
  "ENSG00000165474",
 
2085
  "ENSG00000165495",
2086
  "ENSG00000165501",
2087
  "ENSG00000165507",
 
2105
  "ENSG00000166147",
2106
  "ENSG00000166148",
2107
  "ENSG00000166171",
 
2108
  "ENSG00000166246",
2109
  "ENSG00000166257",
2110
  "ENSG00000166268",
2111
  "ENSG00000166292",
2112
  "ENSG00000166343",
 
 
 
2113
  "ENSG00000166394",
2114
  "ENSG00000166396",
2115
  "ENSG00000166428",
2116
  "ENSG00000166432",
 
2117
  "ENSG00000166448",
2118
  "ENSG00000166477",
2119
  "ENSG00000166482",
 
2129
  "ENSG00000166741",
2130
  "ENSG00000166762",
2131
  "ENSG00000166796",
 
2132
  "ENSG00000166813",
2133
+ "ENSG00000166821",
2134
  "ENSG00000166828",
2135
  "ENSG00000166845",
2136
  "ENSG00000166860",
 
2138
  "ENSG00000166869",
2139
  "ENSG00000166920",
2140
  "ENSG00000166927",
 
2141
  "ENSG00000166959",
2142
  "ENSG00000166961",
 
2143
  "ENSG00000167077",
2144
  "ENSG00000167080",
2145
  "ENSG00000167083",
 
2152
  "ENSG00000167286",
2153
  "ENSG00000167311",
2154
  "ENSG00000167325",
2155
+ "ENSG00000167378",
2156
  "ENSG00000167419",
2157
  "ENSG00000167434",
2158
  "ENSG00000167447",
2159
  "ENSG00000167483",
 
2160
  "ENSG00000167525",
2161
  "ENSG00000167535",
2162
  "ENSG00000167550",
 
2166
  "ENSG00000167601",
2167
  "ENSG00000167604",
2168
  "ENSG00000167613",
 
2169
  "ENSG00000167637",
2170
+ "ENSG00000167646",
2171
  "ENSG00000167653",
2172
  "ENSG00000167654",
2173
  "ENSG00000167656",
2174
  "ENSG00000167664",
2175
  "ENSG00000167676",
2176
  "ENSG00000167720",
2177
+ "ENSG00000167723",
2178
  "ENSG00000167757",
2179
  "ENSG00000167759",
2180
  "ENSG00000167767",
 
2192
  "ENSG00000167967",
2193
  "ENSG00000167972",
2194
  "ENSG00000167996",
2195
+ "ENSG00000168026",
2196
  "ENSG00000168060",
2197
  "ENSG00000168062",
2198
  "ENSG00000168070",
 
2214
  "ENSG00000168453",
2215
  "ENSG00000168454",
2216
  "ENSG00000168484",
 
2217
  "ENSG00000168491",
2218
  "ENSG00000168495",
2219
  "ENSG00000168496",
2220
  "ENSG00000168497",
 
2221
  "ENSG00000168539",
2222
  "ENSG00000168542",
2223
  "ENSG00000168546",
2224
  "ENSG00000168589",
2225
+ "ENSG00000168621",
2226
  "ENSG00000168646",
2227
  "ENSG00000168658",
2228
  "ENSG00000168661",
 
2229
  "ENSG00000168685",
2230
  "ENSG00000168754",
2231
  "ENSG00000168772",
 
2233
  "ENSG00000168824",
2234
  "ENSG00000168826",
2235
  "ENSG00000168878",
 
 
2236
  "ENSG00000168994",
 
2237
  "ENSG00000169064",
2238
  "ENSG00000169071",
2239
  "ENSG00000169129",
2240
  "ENSG00000169169",
2241
+ "ENSG00000169188",
2242
  "ENSG00000169213",
2243
  "ENSG00000169220",
2244
  "ENSG00000169242",
2245
+ "ENSG00000169245",
2246
  "ENSG00000169247",
2247
  "ENSG00000169255",
2248
  "ENSG00000169258",
 
2259
  "ENSG00000169508",
2260
  "ENSG00000169594",
2261
  "ENSG00000169607",
 
2262
  "ENSG00000169710",
 
2263
  "ENSG00000169860",
2264
  "ENSG00000169894",
2265
  "ENSG00000169896",
 
2273
  "ENSG00000170209",
2274
  "ENSG00000170231",
2275
  "ENSG00000170270",
2276
+ "ENSG00000170289",
2277
+ "ENSG00000170298",
2278
  "ENSG00000170312",
2279
  "ENSG00000170323",
2280
  "ENSG00000170324",
 
2291
  "ENSG00000170558",
2292
  "ENSG00000170627",
2293
  "ENSG00000170631",
 
2294
  "ENSG00000170703",
2295
  "ENSG00000170775",
2296
  "ENSG00000170788",
 
2316
  "ENSG00000171345",
2317
  "ENSG00000171346",
2318
  "ENSG00000171365",
2319
+ "ENSG00000171388",
2320
  "ENSG00000171401",
2321
  "ENSG00000171446",
2322
  "ENSG00000171448",
 
2334
  "ENSG00000171657",
2335
  "ENSG00000171659",
2336
  "ENSG00000171700",
 
2337
  "ENSG00000171757",
2338
  "ENSG00000171766",
2339
  "ENSG00000171806",
2340
  "ENSG00000171811",
2341
  "ENSG00000171812",
2342
  "ENSG00000171819",
 
2343
  "ENSG00000171848",
2344
  "ENSG00000171860",
2345
  "ENSG00000171861",
 
2352
  "ENSG00000172031",
2353
  "ENSG00000172116",
2354
  "ENSG00000172123",
2355
+ "ENSG00000172137",
2356
  "ENSG00000172215",
2357
  "ENSG00000172236",
2358
  "ENSG00000172243",
 
2359
  "ENSG00000172273",
 
 
2360
  "ENSG00000172361",
2361
  "ENSG00000172375",
2362
  "ENSG00000172403",
 
2367
  "ENSG00000172551",
2368
  "ENSG00000172572",
2369
  "ENSG00000172575",
 
2370
  "ENSG00000172717",
2371
  "ENSG00000172733",
2372
  "ENSG00000172771",
 
2375
  "ENSG00000172828",
2376
  "ENSG00000172901",
2377
  "ENSG00000172955",
2378
+ "ENSG00000173013",
2379
  "ENSG00000173110",
2380
  "ENSG00000173114",
2381
  "ENSG00000173175",
 
2386
  "ENSG00000173218",
2387
  "ENSG00000173227",
2388
  "ENSG00000173261",
 
2389
  "ENSG00000173269",
2390
  "ENSG00000173275",
2391
  "ENSG00000173338",
 
2399
  "ENSG00000173531",
2400
  "ENSG00000173545",
2401
  "ENSG00000173546",
2402
+ "ENSG00000173557",
2403
  "ENSG00000173597",
2404
  "ENSG00000173614",
2405
  "ENSG00000173627",
 
2409
  "ENSG00000173811",
2410
  "ENSG00000173825",
2411
  "ENSG00000173918",
2412
+ "ENSG00000173947",
2413
  "ENSG00000173950",
2414
  "ENSG00000173988",
2415
  "ENSG00000174059",
 
2417
  "ENSG00000174123",
2418
  "ENSG00000174130",
2419
  "ENSG00000174156",
2420
+ "ENSG00000174171",
2421
  "ENSG00000174175",
2422
  "ENSG00000174226",
2423
+ "ENSG00000174236",
2424
  "ENSG00000174292",
2425
  "ENSG00000174327",
2426
  "ENSG00000174332",
2427
  "ENSG00000174348",
2428
  "ENSG00000174370",
 
2429
  "ENSG00000174500",
2430
  "ENSG00000174501",
2431
  "ENSG00000174529",
 
2432
  "ENSG00000174600",
2433
  "ENSG00000174640",
2434
  "ENSG00000174672",
2435
  "ENSG00000174740",
2436
  "ENSG00000174804",
2437
  "ENSG00000174807",
2438
+ "ENSG00000174827",
2439
  "ENSG00000174837",
2440
  "ENSG00000174844",
2441
  "ENSG00000174898",
 
2449
  "ENSG00000175121",
2450
  "ENSG00000175170",
2451
  "ENSG00000175213",
2452
+ "ENSG00000175262",
2453
  "ENSG00000175264",
2454
  "ENSG00000175267",
2455
  "ENSG00000175352",
 
2458
  "ENSG00000175489",
2459
  "ENSG00000175505",
2460
  "ENSG00000175518",
 
2461
  "ENSG00000175544",
2462
  "ENSG00000175567",
2463
  "ENSG00000175664",
2464
+ "ENSG00000175792",
 
2465
  "ENSG00000175832",
2466
  "ENSG00000175857",
2467
  "ENSG00000175879",
 
2471
  "ENSG00000175985",
2472
  "ENSG00000176029",
2473
  "ENSG00000176040",
 
2474
  "ENSG00000176083",
2475
  "ENSG00000176092",
2476
+ "ENSG00000176125",
2477
  "ENSG00000176153",
2478
  "ENSG00000176160",
2479
  "ENSG00000176170",
2480
  "ENSG00000176222",
 
2481
  "ENSG00000176293",
2482
  "ENSG00000176406",
2483
  "ENSG00000176435",
2484
  "ENSG00000176595",
2485
  "ENSG00000176641",
2486
+ "ENSG00000176659",
2487
  "ENSG00000176692",
2488
  "ENSG00000176697",
2489
  "ENSG00000176714",
 
2498
  "ENSG00000177098",
2499
  "ENSG00000177133",
2500
  "ENSG00000177238",
2501
+ "ENSG00000177294",
2502
+ "ENSG00000177301",
2503
  "ENSG00000177409",
2504
  "ENSG00000177432",
2505
  "ENSG00000177455",
 
2511
  "ENSG00000177599",
2512
  "ENSG00000177614",
2513
  "ENSG00000177627",
 
2514
  "ENSG00000177692",
 
2515
  "ENSG00000177721",
 
2516
  "ENSG00000177807",
2517
  "ENSG00000177873",
2518
  "ENSG00000177875",
2519
  "ENSG00000177888",
2520
+ "ENSG00000177943",
2521
  "ENSG00000177946",
2522
  "ENSG00000177981",
 
2523
  "ENSG00000177993",
2524
+ "ENSG00000177994",
2525
  "ENSG00000178033",
2526
  "ENSG00000178053",
2527
  "ENSG00000178084",
 
2528
  "ENSG00000178149",
2529
  "ENSG00000178150",
2530
  "ENSG00000178163",
 
2533
  "ENSG00000178199",
2534
  "ENSG00000178217",
2535
  "ENSG00000178229",
 
2536
  "ENSG00000178301",
2537
  "ENSG00000178363",
2538
  "ENSG00000178401",
 
2557
  "ENSG00000178999",
2558
  "ENSG00000179023",
2559
  "ENSG00000179071",
2560
+ "ENSG00000179082",
2561
  "ENSG00000179133",
2562
  "ENSG00000179144",
2563
  "ENSG00000179148",
 
2570
  "ENSG00000179532",
2571
  "ENSG00000179546",
2572
  "ENSG00000179564",
 
2573
  "ENSG00000179593",
2574
  "ENSG00000179598",
2575
  "ENSG00000179639",
 
2584
  "ENSG00000179914",
2585
  "ENSG00000179921",
2586
  "ENSG00000179941",
 
 
2587
  "ENSG00000180096",
2588
  "ENSG00000180113",
2589
  "ENSG00000180257",
2590
  "ENSG00000180316",
2591
  "ENSG00000180347",
 
2592
  "ENSG00000180440",
2593
  "ENSG00000180447",
2594
  "ENSG00000180448",
 
2596
  "ENSG00000180535",
2597
  "ENSG00000180537",
2598
  "ENSG00000180549",
 
2599
  "ENSG00000180616",
2600
  "ENSG00000180626",
2601
  "ENSG00000180644",
2602
+ "ENSG00000180720",
2603
  "ENSG00000180730",
2604
  "ENSG00000180739",
2605
  "ENSG00000180767",
 
2617
  "ENSG00000181007",
2618
  "ENSG00000181019",
2619
  "ENSG00000181036",
 
2620
  "ENSG00000181104",
2621
  "ENSG00000181143",
2622
  "ENSG00000181322",
 
2627
  "ENSG00000181626",
2628
  "ENSG00000181631",
2629
  "ENSG00000181652",
 
2630
  "ENSG00000181773",
2631
  "ENSG00000181790",
2632
  "ENSG00000181847",
2633
+ "ENSG00000181856",
2634
  "ENSG00000181915",
2635
  "ENSG00000181938",
2636
  "ENSG00000182010",
2637
  "ENSG00000182013",
2638
+ "ENSG00000182050",
2639
  "ENSG00000182054",
2640
  "ENSG00000182057",
2641
  "ENSG00000182093",
 
2660
  "ENSG00000182612",
2661
  "ENSG00000182636",
2662
  "ENSG00000182674",
 
2663
  "ENSG00000182704",
2664
  "ENSG00000182718",
2665
  "ENSG00000182752",
 
2670
  "ENSG00000182885",
2671
  "ENSG00000182890",
2672
  "ENSG00000182901",
2673
+ "ENSG00000182902",
2674
+ "ENSG00000182912",
2675
  "ENSG00000182916",
2676
+ "ENSG00000182950",
2677
  "ENSG00000182963",
 
2678
  "ENSG00000183019",
2679
  "ENSG00000183036",
2680
  "ENSG00000183117",
 
2681
  "ENSG00000183160",
 
2682
  "ENSG00000183186",
2683
  "ENSG00000183196",
2684
  "ENSG00000183207",
2685
  "ENSG00000183250",
 
2686
  "ENSG00000183287",
2687
  "ENSG00000183307",
2688
  "ENSG00000183346",
2689
  "ENSG00000183347",
2690
  "ENSG00000183379",
2691
  "ENSG00000183439",
 
2692
  "ENSG00000183496",
2693
  "ENSG00000183508",
2694
  "ENSG00000183542",
 
2697
  "ENSG00000183625",
2698
  "ENSG00000183638",
2699
  "ENSG00000183644",
 
 
2700
  "ENSG00000183665",
2701
  "ENSG00000183671",
2702
  "ENSG00000183690",
 
2703
  "ENSG00000183763",
2704
  "ENSG00000183765",
2705
  "ENSG00000183773",
2706
  "ENSG00000183775",
 
2707
  "ENSG00000183784",
2708
  "ENSG00000183801",
2709
  "ENSG00000183807",
2710
  "ENSG00000183813",
2711
  "ENSG00000183831",
2712
+ "ENSG00000183856",
2713
  "ENSG00000183876",
2714
  "ENSG00000183914",
2715
  "ENSG00000183918",
 
2719
  "ENSG00000184113",
2720
  "ENSG00000184144",
2721
  "ENSG00000184163",
 
2722
  "ENSG00000184261",
2723
  "ENSG00000184271",
2724
  "ENSG00000184292",
2725
  "ENSG00000184293",
 
 
2726
  "ENSG00000184361",
2727
  "ENSG00000184368",
2728
  "ENSG00000184374",
 
2736
  "ENSG00000184613",
2737
  "ENSG00000184635",
2738
  "ENSG00000184661",
2739
+ "ENSG00000184675",
2740
  "ENSG00000184731",
 
2741
  "ENSG00000184786",
2742
+ "ENSG00000184939",
2743
  "ENSG00000184949",
2744
  "ENSG00000184956",
2745
  "ENSG00000184986",
2746
  "ENSG00000184988",
2747
  "ENSG00000185000",
2748
  "ENSG00000185008",
2749
+ "ENSG00000185010",
2750
  "ENSG00000185055",
2751
  "ENSG00000185065",
2752
  "ENSG00000185101",
 
2767
  "ENSG00000185527",
2768
  "ENSG00000185551",
2769
  "ENSG00000185567",
 
2770
  "ENSG00000185633",
2771
  "ENSG00000185634",
2772
  "ENSG00000185640",
 
2780
  "ENSG00000185811",
2781
  "ENSG00000185860",
2782
  "ENSG00000185862",
 
 
2783
  "ENSG00000185880",
2784
  "ENSG00000185904",
2785
  "ENSG00000185905",
2786
  "ENSG00000185909",
2787
+ "ENSG00000185917",
2788
  "ENSG00000185947",
 
 
2789
  "ENSG00000186019",
2790
  "ENSG00000186026",
2791
  "ENSG00000186074",
2792
  "ENSG00000186081",
2793
  "ENSG00000186106",
2794
  "ENSG00000186185",
 
2795
  "ENSG00000186204",
2796
  "ENSG00000186212",
2797
  "ENSG00000186231",
2798
  "ENSG00000186272",
 
2799
  "ENSG00000186300",
2800
  "ENSG00000186310",
2801
  "ENSG00000186329",
 
2804
  "ENSG00000186416",
2805
  "ENSG00000186446",
2806
  "ENSG00000186453",
2807
+ "ENSG00000186469",
2808
  "ENSG00000186471",
2809
  "ENSG00000186474",
2810
  "ENSG00000186517",
 
2846
  "ENSG00000187527",
2847
  "ENSG00000187566",
2848
  "ENSG00000187583",
 
2849
  "ENSG00000187607",
2850
  "ENSG00000187608",
 
2851
  "ENSG00000187634",
2852
  "ENSG00000187688",
2853
  "ENSG00000187715",
 
2855
  "ENSG00000187800",
2856
  "ENSG00000187801",
2857
  "ENSG00000187815",
 
2858
  "ENSG00000187889",
2859
  "ENSG00000187905",
2860
  "ENSG00000187908",
 
2872
  "ENSG00000188095",
2873
  "ENSG00000188130",
2874
  "ENSG00000188176",
 
2875
  "ENSG00000188257",
2876
  "ENSG00000188282",
2877
  "ENSG00000188322",
 
2878
  "ENSG00000188385",
2879
  "ENSG00000188389",
2880
  "ENSG00000188404",
2881
  "ENSG00000188511",
2882
  "ENSG00000188523",
 
2883
  "ENSG00000188549",
2884
  "ENSG00000188596",
 
2885
  "ENSG00000188613",
2886
  "ENSG00000188636",
2887
+ "ENSG00000188659",
2888
  "ENSG00000188672",
2889
+ "ENSG00000188687",
2890
+ "ENSG00000188738",
2891
  "ENSG00000188766",
2892
  "ENSG00000188779",
2893
  "ENSG00000188783",
 
2908
  "ENSG00000189042",
2909
  "ENSG00000189056",
2910
  "ENSG00000189058",
 
2911
  "ENSG00000189120",
2912
  "ENSG00000189134",
2913
  "ENSG00000189143",
2914
  "ENSG00000189144",
2915
  "ENSG00000189152",
2916
  "ENSG00000189164",
2917
+ "ENSG00000189269",
2918
  "ENSG00000189280",
2919
  "ENSG00000189320",
2920
  "ENSG00000189350",
 
2923
  "ENSG00000189419",
2924
  "ENSG00000189420",
2925
  "ENSG00000189433",
2926
+ "ENSG00000196091",
2927
+ "ENSG00000196104",
2928
  "ENSG00000196123",
2929
  "ENSG00000196126",
2930
+ "ENSG00000196132",
2931
+ "ENSG00000196150",
2932
  "ENSG00000196151",
2933
  "ENSG00000196152",
2934
  "ENSG00000196166",
 
2937
  "ENSG00000196196",
2938
  "ENSG00000196209",
2939
  "ENSG00000196214",
 
2940
  "ENSG00000196268",
2941
  "ENSG00000196344",
 
 
2942
  "ENSG00000196368",
2943
  "ENSG00000196378",
2944
  "ENSG00000196388",
 
2945
  "ENSG00000196420",
2946
  "ENSG00000196421",
2947
  "ENSG00000196460",
2948
  "ENSG00000196482",
2949
  "ENSG00000196542",
 
2950
  "ENSG00000196562",
2951
  "ENSG00000196569",
2952
  "ENSG00000196581",
 
2954
  "ENSG00000196611",
2955
  "ENSG00000196616",
2956
  "ENSG00000196652",
2957
+ "ENSG00000196659",
2958
  "ENSG00000196664",
2959
  "ENSG00000196684",
2960
  "ENSG00000196711",
 
2961
  "ENSG00000196735",
2962
  "ENSG00000196741",
2963
  "ENSG00000196743",
 
2992
  "ENSG00000197380",
2993
  "ENSG00000197381",
2994
  "ENSG00000197446",
 
2995
  "ENSG00000197467",
2996
  "ENSG00000197471",
2997
  "ENSG00000197497",
 
3005
  "ENSG00000197614",
3006
  "ENSG00000197619",
3007
  "ENSG00000197629",
 
3008
  "ENSG00000197641",
3009
  "ENSG00000197647",
3010
  "ENSG00000197653",
 
3014
  "ENSG00000197769",
3015
  "ENSG00000197779",
3016
  "ENSG00000197808",
3017
+ "ENSG00000197813",
3018
  "ENSG00000197816",
 
3019
  "ENSG00000197838",
3020
  "ENSG00000197852",
3021
  "ENSG00000197859",
3022
+ "ENSG00000197860",
3023
  "ENSG00000197880",
3024
+ "ENSG00000197937",
 
3025
  "ENSG00000197953",
3026
  "ENSG00000197977",
3027
  "ENSG00000197993",
 
3055
  "ENSG00000198712",
3056
  "ENSG00000198719",
3057
  "ENSG00000198727",
3058
+ "ENSG00000198734",
3059
  "ENSG00000198756",
3060
  "ENSG00000198759",
3061
  "ENSG00000198771",
3062
  "ENSG00000198785",
 
3063
  "ENSG00000198804",
3064
  "ENSG00000198807",
3065
  "ENSG00000198821",
 
3070
  "ENSG00000198885",
3071
  "ENSG00000198890",
3072
  "ENSG00000198934",
3073
+ "ENSG00000198938",
3074
  "ENSG00000198939",
3075
  "ENSG00000198951",
3076
  "ENSG00000203326",
3077
  "ENSG00000203356",
3078
+ "ENSG00000203441",
3079
  "ENSG00000203650",
3080
  "ENSG00000203668",
3081
  "ENSG00000203710",
 
3083
  "ENSG00000203747",
3084
  "ENSG00000203780",
3085
  "ENSG00000203797",
 
3086
  "ENSG00000203805",
3087
  "ENSG00000203867",
3088
  "ENSG00000203943",
 
3091
  "ENSG00000203965",
3092
  "ENSG00000203985",
3093
  "ENSG00000203995",
 
3094
  "ENSG00000204020",
 
3095
  "ENSG00000204086",
3096
  "ENSG00000204116",
3097
  "ENSG00000204131",
 
3104
  "ENSG00000204287",
3105
  "ENSG00000204301",
3106
  "ENSG00000204305",
3107
+ "ENSG00000204314",
3108
  "ENSG00000204315",
3109
  "ENSG00000204323",
3110
  "ENSG00000204396",
 
3111
  "ENSG00000204472",
3112
  "ENSG00000204475",
3113
  "ENSG00000204482",
3114
+ "ENSG00000204583",
3115
  "ENSG00000204592",
3116
  "ENSG00000204611",
3117
+ "ENSG00000204616",
3118
  "ENSG00000204618",
3119
  "ENSG00000204682",
3120
  "ENSG00000204711",
3121
  "ENSG00000204758",
3122
  "ENSG00000204767",
3123
+ "ENSG00000204792",
3124
  "ENSG00000204860",
3125
  "ENSG00000204882",
 
3126
  "ENSG00000204934",
3127
  "ENSG00000204936",
3128
  "ENSG00000204947",
 
3131
  "ENSG00000205084",
3132
  "ENSG00000205089",
3133
  "ENSG00000205111",
3134
+ "ENSG00000205129",
3135
  "ENSG00000205181",
3136
  "ENSG00000205208",
3137
+ "ENSG00000205212",
3138
  "ENSG00000205213",
3139
  "ENSG00000205221",
3140
  "ENSG00000205309",
3141
  "ENSG00000205364",
 
3142
  "ENSG00000205420",
3143
  "ENSG00000205436",
3144
  "ENSG00000205464",
 
3150
  "ENSG00000205795",
3151
  "ENSG00000205809",
3152
  "ENSG00000205835",
 
3153
  "ENSG00000205853",
3154
+ "ENSG00000205929",
3155
+ "ENSG00000205959",
3156
+ "ENSG00000206043",
3157
  "ENSG00000206072",
3158
  "ENSG00000206073",
3159
  "ENSG00000206075",
3160
  "ENSG00000206113",
3161
+ "ENSG00000206129",
3162
  "ENSG00000206384",
3163
  "ENSG00000206530",
3164
+ "ENSG00000206567",
3165
+ "ENSG00000206579",
3166
  "ENSG00000211445",
3167
  "ENSG00000211448",
3168
  "ENSG00000211452",
3169
+ "ENSG00000212743",
3170
  "ENSG00000212916",
3171
  "ENSG00000212993",
3172
  "ENSG00000213023",
 
3173
  "ENSG00000213085",
3174
  "ENSG00000213088",
 
3175
  "ENSG00000213186",
3176
  "ENSG00000213190",
3177
  "ENSG00000213199",
 
3178
  "ENSG00000213398",
3179
  "ENSG00000213626",
3180
  "ENSG00000213658",
3181
  "ENSG00000213714",
3182
+ "ENSG00000213762",
3183
  "ENSG00000213809",
3184
  "ENSG00000213853",
3185
  "ENSG00000213889",
3186
  "ENSG00000213901",
3187
  "ENSG00000213903",
3188
  "ENSG00000213937",
3189
+ "ENSG00000214193",
3190
  "ENSG00000214353",
3191
  "ENSG00000214432",
3192
  "ENSG00000214548",
3193
  "ENSG00000214575",
3194
+ "ENSG00000214652",
3195
  "ENSG00000214694",
3196
  "ENSG00000214870",
3197
  "ENSG00000214872",
3198
  "ENSG00000214894",
3199
+ "ENSG00000215022",
3200
  "ENSG00000215182",
3201
  "ENSG00000215217",
3202
  "ENSG00000215241",
3203
  "ENSG00000215458",
3204
  "ENSG00000215475",
3205
+ "ENSG00000215483",
3206
  "ENSG00000215595",
3207
  "ENSG00000215788",
3208
  "ENSG00000215808",
 
3213
  "ENSG00000216895",
3214
  "ENSG00000218018",
3215
  "ENSG00000218336",
 
3216
  "ENSG00000221886",
3217
  "ENSG00000221923",
3218
  "ENSG00000221946",
 
3219
  "ENSG00000221986",
3220
  "ENSG00000221994",
3221
  "ENSG00000222046",
3222
  "ENSG00000222047",
3223
  "ENSG00000223658",
3224
+ "ENSG00000223704",
3225
  "ENSG00000223749",
3226
  "ENSG00000223776",
3227
  "ENSG00000223783",
 
3236
  "ENSG00000224238",
3237
  "ENSG00000224397",
3238
  "ENSG00000224418",
 
3239
  "ENSG00000224424",
 
3240
  "ENSG00000224509",
3241
  "ENSG00000224511",
3242
  "ENSG00000224531",
3243
  "ENSG00000224563",
3244
  "ENSG00000224596",
3245
+ "ENSG00000224616",
3246
+ "ENSG00000224790",
3247
  "ENSG00000224903",
3248
  "ENSG00000224934",
3249
  "ENSG00000224958",
3250
  "ENSG00000224961",
3251
  "ENSG00000224982",
3252
+ "ENSG00000224995",
3253
  "ENSG00000225083",
3254
+ "ENSG00000225096",
3255
  "ENSG00000225194",
3256
  "ENSG00000225234",
3257
  "ENSG00000225265",
3258
+ "ENSG00000225335",
 
3259
  "ENSG00000225473",
3260
  "ENSG00000225526",
3261
  "ENSG00000225611",
3262
  "ENSG00000225614",
3263
  "ENSG00000225670",
3264
+ "ENSG00000225742",
3265
  "ENSG00000225764",
3266
  "ENSG00000225778",
3267
  "ENSG00000225783",
 
3272
  "ENSG00000226009",
3273
  "ENSG00000226026",
3274
  "ENSG00000226051",
3275
+ "ENSG00000226276",
3276
  "ENSG00000226627",
3277
+ "ENSG00000226690",
3278
  "ENSG00000226711",
3279
  "ENSG00000226754",
3280
  "ENSG00000226792",
3281
  "ENSG00000226808",
3282
+ "ENSG00000226816",
3283
  "ENSG00000226833",
3284
  "ENSG00000226887",
 
3285
  "ENSG00000227028",
3286
+ "ENSG00000227039",
3287
  "ENSG00000227268",
3288
  "ENSG00000227308",
3289
+ "ENSG00000227375",
3290
  "ENSG00000227502",
3291
  "ENSG00000227507",
3292
  "ENSG00000227544",
3293
  "ENSG00000227640",
3294
  "ENSG00000227676",
3295
+ "ENSG00000227695",
3296
+ "ENSG00000228037",
3297
  "ENSG00000228058",
3298
  "ENSG00000228063",
3299
+ "ENSG00000228084",
3300
  "ENSG00000228140",
3301
+ "ENSG00000228172",
3302
+ "ENSG00000228274",
3303
+ "ENSG00000228395",
3304
  "ENSG00000228397",
3305
+ "ENSG00000228427",
3306
  "ENSG00000228544",
3307
+ "ENSG00000228775",
3308
  "ENSG00000228784",
3309
  "ENSG00000228817",
3310
  "ENSG00000228878",
3311
  "ENSG00000228889",
3312
  "ENSG00000229056",
3313
  "ENSG00000229124",
 
3314
  "ENSG00000229474",
3315
  "ENSG00000229536",
3316
  "ENSG00000229563",
 
3321
  "ENSG00000229981",
3322
  "ENSG00000230013",
3323
  "ENSG00000230062",
3324
+ "ENSG00000230105",
3325
  "ENSG00000230266",
3326
  "ENSG00000230368",
3327
  "ENSG00000230438",
3328
  "ENSG00000230453",
3329
  "ENSG00000230561",
 
3330
  "ENSG00000230658",
3331
  "ENSG00000230797",
3332
  "ENSG00000230873",
 
3337
  "ENSG00000231106",
3338
  "ENSG00000231177",
3339
  "ENSG00000231194",
3340
+ "ENSG00000231208",
3341
  "ENSG00000231233",
3342
  "ENSG00000231249",
3343
  "ENSG00000231298",
 
3349
  "ENSG00000231507",
3350
  "ENSG00000231621",
3351
  "ENSG00000231652",
 
3352
  "ENSG00000231738",
3353
+ "ENSG00000231760",
3354
+ "ENSG00000231769",
3355
+ "ENSG00000231794",
3356
  "ENSG00000231806",
3357
  "ENSG00000231943",
3358
+ "ENSG00000232063",
3359
  "ENSG00000232139",
3360
  "ENSG00000232229",
 
3361
  "ENSG00000232613",
3362
  "ENSG00000232629",
 
3363
  "ENSG00000232684",
3364
  "ENSG00000232759",
3365
  "ENSG00000232810",
3366
  "ENSG00000232814",
 
3367
  "ENSG00000232977",
 
3368
  "ENSG00000233058",
3369
  "ENSG00000233077",
3370
  "ENSG00000233098",
3371
  "ENSG00000233101",
3372
  "ENSG00000233117",
 
3373
  "ENSG00000233203",
3374
  "ENSG00000233220",
3375
+ "ENSG00000233230",
3376
  "ENSG00000233334",
3377
  "ENSG00000233436",
3378
+ "ENSG00000233478",
3379
  "ENSG00000233554",
3380
+ "ENSG00000233621",
3381
+ "ENSG00000233654",
3382
  "ENSG00000233672",
 
3383
  "ENSG00000233705",
3384
  "ENSG00000233757",
3385
+ "ENSG00000233785",
3386
  "ENSG00000233791",
3387
  "ENSG00000233901",
3388
  "ENSG00000233922",
3389
+ "ENSG00000233967",
3390
+ "ENSG00000233968",
3391
  "ENSG00000234362",
3392
  "ENSG00000234390",
3393
  "ENSG00000234494",
3394
  "ENSG00000234506",
3395
  "ENSG00000234602",
3396
+ "ENSG00000234616",
3397
  "ENSG00000234636",
3398
  "ENSG00000234690",
3399
  "ENSG00000234707",
3400
  "ENSG00000234719",
 
 
3401
  "ENSG00000235092",
 
3402
  "ENSG00000235162",
3403
  "ENSG00000235172",
3404
  "ENSG00000235314",
3405
+ "ENSG00000235319",
3406
  "ENSG00000235387",
3407
  "ENSG00000235513",
3408
  "ENSG00000235527",
3409
  "ENSG00000235560",
3410
  "ENSG00000235576",
3411
+ "ENSG00000235852",
3412
  "ENSG00000235865",
3413
+ "ENSG00000235890",
3414
  "ENSG00000235899",
 
3415
  "ENSG00000235947",
3416
+ "ENSG00000235961",
3417
  "ENSG00000235984",
3418
  "ENSG00000235997",
3419
  "ENSG00000236137",
3420
  "ENSG00000236144",
3421
+ "ENSG00000236209",
3422
  "ENSG00000236213",
3423
+ "ENSG00000236255",
3424
  "ENSG00000236320",
3425
+ "ENSG00000236393",
3426
  "ENSG00000236404",
3427
  "ENSG00000236423",
3428
  "ENSG00000236432",
 
3430
  "ENSG00000236532",
3431
  "ENSG00000236609",
3432
  "ENSG00000236617",
3433
+ "ENSG00000236714",
3434
+ "ENSG00000236756",
3435
  "ENSG00000236790",
3436
  "ENSG00000236849",
3437
  "ENSG00000236915",
3438
+ "ENSG00000236935",
3439
  "ENSG00000237125",
3440
+ "ENSG00000237126",
3441
  "ENSG00000237181",
3442
  "ENSG00000237187",
3443
  "ENSG00000237281",
3444
  "ENSG00000237292",
3445
+ "ENSG00000237301",
3446
  "ENSG00000237399",
3447
  "ENSG00000237424",
3448
+ "ENSG00000237429",
3449
+ "ENSG00000237481",
3450
  "ENSG00000237515",
3451
  "ENSG00000237523",
3452
  "ENSG00000237595",
 
3453
  "ENSG00000237686",
 
3454
  "ENSG00000237950",
 
3455
  "ENSG00000237980",
3456
  "ENSG00000237989",
3457
  "ENSG00000237990",
3458
  "ENSG00000238005",
3459
  "ENSG00000238099",
 
3460
  "ENSG00000238121",
3461
+ "ENSG00000239332",
3462
  "ENSG00000239388",
3463
+ "ENSG00000239445",
3464
  "ENSG00000239523",
3465
  "ENSG00000239636",
3466
  "ENSG00000239713",
 
3468
  "ENSG00000240137",
3469
  "ENSG00000240204",
3470
  "ENSG00000240288",
3471
+ "ENSG00000240350",
3472
+ "ENSG00000240373",
3473
  "ENSG00000240403",
3474
  "ENSG00000240405",
3475
  "ENSG00000240505",
3476
  "ENSG00000240583",
3477
  "ENSG00000240859",
3478
+ "ENSG00000240875",
3479
  "ENSG00000240922",
3480
  "ENSG00000241644",
3481
  "ENSG00000241769",
 
3485
  "ENSG00000242252",
3486
  "ENSG00000242268",
3487
  "ENSG00000242474",
3488
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