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popV
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tabula_sapiens_Muscle

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: Muscle
Model card Files
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  1. .gitattributes +3 -0
  2. OnClass.data-00000-of-00001 +1 -1
  3. OnClass.index +0 -0
  4. OnClass.meta +0 -0
  5. OnClass.npz +2 -2
  6. README.md +0 -108
  7. accuracies.json +2 -2
  8. celltypist.pkl +2 -2
  9. svm_classifier_cuml.joblib → faiss_index.index +2 -2
  10. harmony_knn_classifier.joblib → harmony_knn_classifier.index +2 -2
  11. metadata.json +0 -31
  12. minified_ref_adata.h5ad +0 -3
  13. popv_output/predictions.csv +0 -0
  14. preprocessing.json +293 -292
  15. pynndescent_index.joblib +0 -3
  16. ref_labels.csv +0 -0
  17. scanvi/model.pt +2 -2
  18. scvi/model.pt +2 -2
  19. scvi_knn_classifier.joblib → scvi_knn_classifier.index +2 -2
  20. svm_classifier.joblib +2 -2
  21. xgboost_classifier.model +2 -2
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+ faiss_index.index filter=lfs diff=lfs merge=lfs -text
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+ harmony_knn_classifier.index filter=lfs diff=lfs merge=lfs -text
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+ scvi_knn_classifier.index filter=lfs diff=lfs merge=lfs -text
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README.md DELETED
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- ---
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- library_name: popV
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- license: cc-by-4.0
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- tags:
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- - biology
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- - genomics
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- - single-cell
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- - anndata_version:0.11.3
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- - python_version:3.11.11
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- - popV
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- - 'tissue: Muscle'
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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/1c9eb291-6d31-47e1-96b2-129b5e1ae64f.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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- | mesenchymal stem cell | 2350 | 0.98 | 0.98 | 0.99 | 0.98 | 0.00 | 0.94 | 0.97 | 0.97 | 0.99 |
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- | skeletal muscle satellite stem cell | 585 | 0.97 | 0.98 | 0.97 | 0.98 | 0.00 | 0.97 | 0.97 | 0.97 | 0.97 |
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- | endothelial cell | 363 | 0.95 | 0.95 | 0.92 | 0.93 | 0.00 | 0.94 | 0.94 | 0.95 | 0.96 |
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- | capillary endothelial cell | 338 | 0.90 | 0.92 | 0.91 | 0.89 | 0.00 | 0.90 | 0.87 | 0.89 | 0.92 |
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- | macrophage | 280 | 0.96 | 0.96 | 0.96 | 0.95 | 0.00 | 0.92 | 0.94 | 0.95 | 0.96 |
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- | pericyte | 247 | 0.88 | 0.89 | 0.91 | 0.89 | 0.00 | 0.87 | 0.88 | 0.90 | 0.91 |
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- | CD8-positive, alpha-beta T cell | 149 | 0.66 | 0.75 | 0.77 | 0.74 | 0.00 | 0.71 | 0.67 | 0.80 | 0.79 |
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- | endothelial cell of vascular tree | 70 | 0.90 | 0.88 | 0.73 | 0.86 | 0.00 | 0.84 | 0.80 | 0.80 | 0.89 |
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- | CD4-positive, alpha-beta T cell | 47 | 0.45 | 0.48 | 0.36 | 0.36 | 0.00 | 0.45 | 0.34 | 0.56 | 0.51 |
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- | fast muscle cell | 45 | 0.82 | 0.89 | 0.89 | 0.72 | 0.00 | 0.72 | 0.86 | 0.94 | 0.90 |
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- | tendon cell | 40 | 0.76 | 0.85 | 0.83 | 0.54 | 0.00 | 0.32 | 0.52 | 0.55 | 0.80 |
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- | smooth muscle cell | 19 | 0.28 | 0.35 | 0.23 | 0.47 | 0.00 | 0.43 | 0.62 | 0.62 | 0.57 |
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- | endothelial cell of artery | 17 | 0.88 | 0.88 | 0.94 | 0.82 | 0.00 | 0.59 | 0.82 | 0.83 | 0.91 |
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- | neutrophil | 22 | 0.74 | 0.84 | 0.80 | 0.53 | 0.00 | 0.71 | 0.81 | 0.84 | 0.80 |
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- | slow muscle cell | 19 | 0.78 | 0.82 | 0.79 | 0.52 | 0.00 | 0.70 | 0.82 | 0.89 | 0.82 |
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- | endothelial cell of lymphatic vessel | 10 | 0.76 | 0.84 | 0.80 | 0.70 | 0.00 | 0.90 | 0.80 | 0.84 | 0.84 |
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- | erythrocyte | 14 | 0.44 | 0.40 | 0.93 | 0.67 | 0.00 | 0.83 | 0.59 | 0.67 | 0.79 |
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- | T cell | 15 | 0.00 | 0.12 | 0.11 | 0.00 | 0.00 | 0.12 | 0.23 | 0.52 | 0.22 |
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- | mature NK T cell | 8 | 0.22 | 0.00 | 0.17 | 0.00 | 0.00 | 0.35 | 0.27 | 0.31 | 0.29 |
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- | granulocyte | 6 | 0.60 | 0.00 | 0.59 | 0.21 | 0.00 | 0.40 | 0.63 | 0.75 | 0.67 |
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- | natural killer cell | 5 | 0.33 | 0.00 | 0.33 | 0.00 | 0.00 | 0.50 | 0.77 | 0.77 | 0.67 |
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- | mast cell | 4 | 0.42 | 0.53 | 0.67 | 0.44 | 0.00 | 0.53 | 0.53 | 0.57 | 0.50 |
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- | epithelial cell | 7 | 0.55 | 0.44 | 0.55 | 0.50 | 0.00 | 0.33 | 0.46 | 0.50 | 0.55 |
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- | B cell | 7 | 0.50 | 0.67 | 0.73 | 0.60 | 0.00 | 0.62 | 0.92 | 0.83 | 0.83 |
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- | monocyte | 4 | 0.00 | 0.00 | 0.00 | 0.40 | 0.00 | 0.32 | 0.29 | 0.44 | 0.00 |
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- | basophil | 3 | 0.00 | 0.00 | 0.40 | 0.00 | 0.00 | 0.67 | 0.00 | 0.80 | 0.00 |
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- | myeloid dendritic cell | 2 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.33 | 0.50 | 0.67 | 0.00 |
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- | plasma cell | 0 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 |
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- | non-classical monocyte | 0 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 |
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- | intermediate monocyte | 1 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 |
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- | mesenchymal 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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- | mesenchymal stem cell | 21130 | 0.98 | 0.98 | 0.99 | 0.99 | 0.00 | 0.95 | 0.97 | 0.97 | 0.99 |
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- | skeletal muscle satellite stem cell | 5565 | 0.98 | 0.98 | 0.98 | 0.98 | 0.00 | 0.97 | 0.98 | 0.98 | 0.98 |
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- | endothelial cell | 3163 | 0.93 | 0.93 | 0.95 | 0.95 | 0.00 | 0.93 | 0.94 | 0.95 | 0.95 |
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- | capillary endothelial cell | 2952 | 0.89 | 0.90 | 0.93 | 0.91 | 0.00 | 0.90 | 0.90 | 0.91 | 0.92 |
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- | macrophage | 2449 | 0.96 | 0.96 | 0.97 | 0.96 | 0.00 | 0.93 | 0.97 | 0.97 | 0.97 |
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- | pericyte | 2139 | 0.90 | 0.90 | 0.93 | 0.93 | 0.00 | 0.91 | 0.92 | 0.92 | 0.94 |
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- | CD8-positive, alpha-beta T cell | 1268 | 0.67 | 0.76 | 0.85 | 0.81 | 0.00 | 0.79 | 0.86 | 0.90 | 0.89 |
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- | endothelial cell of vascular tree | 653 | 0.89 | 0.89 | 0.88 | 0.90 | 0.00 | 0.90 | 0.89 | 0.87 | 0.91 |
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- | CD4-positive, alpha-beta T cell | 467 | 0.52 | 0.52 | 0.63 | 0.51 | 0.00 | 0.65 | 0.78 | 0.84 | 0.77 |
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- | fast muscle cell | 429 | 0.94 | 0.95 | 0.95 | 0.92 | 0.00 | 0.84 | 0.93 | 0.95 | 0.97 |
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- | tendon cell | 380 | 0.74 | 0.77 | 0.85 | 0.63 | 0.00 | 0.39 | 0.57 | 0.55 | 0.82 |
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- | smooth muscle cell | 199 | 0.44 | 0.46 | 0.49 | 0.69 | 0.00 | 0.73 | 0.81 | 0.80 | 0.87 |
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- | endothelial cell of artery | 163 | 0.76 | 0.81 | 0.88 | 0.75 | 0.00 | 0.75 | 0.84 | 0.86 | 0.88 |
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- | neutrophil | 152 | 0.78 | 0.82 | 0.87 | 0.77 | 0.00 | 0.83 | 0.93 | 0.94 | 0.95 |
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- | slow muscle cell | 155 | 0.92 | 0.92 | 0.91 | 0.81 | 0.00 | 0.84 | 0.99 | 0.98 | 0.96 |
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- | endothelial cell of lymphatic vessel | 145 | 0.89 | 0.89 | 0.92 | 0.79 | 0.00 | 0.90 | 0.91 | 0.93 | 0.93 |
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- | erythrocyte | 110 | 0.45 | 0.28 | 0.93 | 0.89 | 0.00 | 0.81 | 0.69 | 0.67 | 0.84 |
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- | T cell | 93 | 0.00 | 0.06 | 0.34 | 0.18 | 0.00 | 0.59 | 0.91 | 0.87 | 0.80 |
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- | mature NK T cell | 90 | 0.42 | 0.04 | 0.41 | 0.33 | 0.00 | 0.56 | 0.81 | 0.90 | 0.80 |
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- | granulocyte | 88 | 0.72 | 0.04 | 0.80 | 0.65 | 0.00 | 0.59 | 0.84 | 0.95 | 0.94 |
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- | natural killer cell | 86 | 0.57 | 0.42 | 0.53 | 0.48 | 0.00 | 0.64 | 0.84 | 0.84 | 0.84 |
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- | mast cell | 62 | 0.71 | 0.70 | 0.81 | 0.68 | 0.00 | 0.82 | 0.95 | 0.93 | 0.88 |
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- | epithelial cell | 50 | 0.67 | 0.12 | 0.73 | 0.48 | 0.00 | 0.68 | 0.79 | 0.91 | 0.83 |
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- | B cell | 42 | 0.56 | 0.84 | 0.93 | 0.71 | 0.00 | 0.97 | 0.99 | 0.99 | 0.98 |
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- | monocyte | 28 | 0.00 | 0.13 | 0.12 | 0.13 | 0.00 | 0.32 | 0.81 | 0.84 | 0.30 |
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- | basophil | 8 | 0.00 | 0.00 | 0.33 | 0.24 | 0.00 | 0.67 | 1.00 | 1.00 | 0.86 |
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- | myeloid dendritic cell | 7 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.26 | 0.93 | 0.70 | 0.25 |
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- | plasma cell | 4 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.38 | 1.00 | 0.89 | 0.86 |
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- | non-classical monocyte | 3 | 0.00 | 0.00 | 0.50 | 0.00 | 0.00 | 0.50 | 1.00 | 1.00 | 0.50 |
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- | intermediate monocyte | 2 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.25 | 1.00 | 1.00 | 0.00 |
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- | mesenchymal cell | 2 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.02 | 0.80 | 0.50 | 0.00 |
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-
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- </details>
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-
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-
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- # References
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-
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- Tabula Sapiens reveals transcription factor expression, senescence effects, and sex-specific features in cell types from 28 human organs and tissues, The Tabula Sapiens Consortium; bioRxiv, doi: https://doi.org/10.1101/2024.12.03.626516
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
accuracies.json CHANGED
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  {
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- "query_accuracy": "| Cell Type | N cells | celltypist | knn bbknn | knn harmony | knn on scvi | onclass | scanvi | svm | xgboost | Consensus Prediction |\n| --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- |\n| mesenchymal stem cell | 2350 | 0.98 | 0.98 | 0.99 | 0.98 | 0.00 | 0.94 | 0.97 | 0.97 | 0.99 |\n| skeletal muscle satellite stem cell | 585 | 0.97 | 0.98 | 0.97 | 0.98 | 0.00 | 0.97 | 0.97 | 0.97 | 0.97 |\n| endothelial cell | 363 | 0.95 | 0.95 | 0.92 | 0.93 | 0.00 | 0.94 | 0.94 | 0.95 | 0.96 |\n| capillary endothelial cell | 338 | 0.90 | 0.92 | 0.91 | 0.89 | 0.00 | 0.90 | 0.87 | 0.89 | 0.92 |\n| macrophage | 280 | 0.96 | 0.96 | 0.96 | 0.95 | 0.00 | 0.92 | 0.94 | 0.95 | 0.96 |\n| pericyte | 247 | 0.88 | 0.89 | 0.91 | 0.89 | 0.00 | 0.87 | 0.88 | 0.90 | 0.91 |\n| CD8-positive, alpha-beta T cell | 149 | 0.66 | 0.75 | 0.77 | 0.74 | 0.00 | 0.71 | 0.67 | 0.80 | 0.79 |\n| endothelial cell of vascular tree | 70 | 0.90 | 0.88 | 0.73 | 0.86 | 0.00 | 0.84 | 0.80 | 0.80 | 0.89 |\n| CD4-positive, alpha-beta T cell | 47 | 0.45 | 0.48 | 0.36 | 0.36 | 0.00 | 0.45 | 0.34 | 0.56 | 0.51 |\n| fast muscle cell | 45 | 0.82 | 0.89 | 0.89 | 0.72 | 0.00 | 0.72 | 0.86 | 0.94 | 0.90 |\n| tendon cell | 40 | 0.76 | 0.85 | 0.83 | 0.54 | 0.00 | 0.32 | 0.52 | 0.55 | 0.80 |\n| smooth muscle cell | 19 | 0.28 | 0.35 | 0.23 | 0.47 | 0.00 | 0.43 | 0.62 | 0.62 | 0.57 |\n| endothelial cell of artery | 17 | 0.88 | 0.88 | 0.94 | 0.82 | 0.00 | 0.59 | 0.82 | 0.83 | 0.91 |\n| neutrophil | 22 | 0.74 | 0.84 | 0.80 | 0.53 | 0.00 | 0.71 | 0.81 | 0.84 | 0.80 |\n| slow muscle cell | 19 | 0.78 | 0.82 | 0.79 | 0.52 | 0.00 | 0.70 | 0.82 | 0.89 | 0.82 |\n| endothelial cell of lymphatic vessel | 10 | 0.76 | 0.84 | 0.80 | 0.70 | 0.00 | 0.90 | 0.80 | 0.84 | 0.84 |\n| erythrocyte | 14 | 0.44 | 0.40 | 0.93 | 0.67 | 0.00 | 0.83 | 0.59 | 0.67 | 0.79 |\n| T cell | 15 | 0.00 | 0.12 | 0.11 | 0.00 | 0.00 | 0.12 | 0.23 | 0.52 | 0.22 |\n| mature NK T cell | 8 | 0.22 | 0.00 | 0.17 | 0.00 | 0.00 | 0.35 | 0.27 | 0.31 | 0.29 |\n| granulocyte | 6 | 0.60 | 0.00 | 0.59 | 0.21 | 0.00 | 0.40 | 0.63 | 0.75 | 0.67 |\n| natural killer cell | 5 | 0.33 | 0.00 | 0.33 | 0.00 | 0.00 | 0.50 | 0.77 | 0.77 | 0.67 |\n| mast cell | 4 | 0.42 | 0.53 | 0.67 | 0.44 | 0.00 | 0.53 | 0.53 | 0.57 | 0.50 |\n| epithelial cell | 7 | 0.55 | 0.44 | 0.55 | 0.50 | 0.00 | 0.33 | 0.46 | 0.50 | 0.55 |\n| B cell | 7 | 0.50 | 0.67 | 0.73 | 0.60 | 0.00 | 0.62 | 0.92 | 0.83 | 0.83 |\n| monocyte | 4 | 0.00 | 0.00 | 0.00 | 0.40 | 0.00 | 0.32 | 0.29 | 0.44 | 0.00 |\n| basophil | 3 | 0.00 | 0.00 | 0.40 | 0.00 | 0.00 | 0.67 | 0.00 | 0.80 | 0.00 |\n| myeloid dendritic cell | 2 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.33 | 0.50 | 0.67 | 0.00 |\n| plasma cell | 0 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 |\n| non-classical monocyte | 0 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 |\n| intermediate monocyte | 1 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 |\n| mesenchymal 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| mesenchymal stem cell | 21130 | 0.98 | 0.98 | 0.99 | 0.99 | 0.00 | 0.95 | 0.97 | 0.97 | 0.99 |\n| skeletal muscle satellite stem cell | 5565 | 0.98 | 0.98 | 0.98 | 0.98 | 0.00 | 0.97 | 0.98 | 0.98 | 0.98 |\n| endothelial cell | 3163 | 0.93 | 0.93 | 0.95 | 0.95 | 0.00 | 0.93 | 0.94 | 0.95 | 0.95 |\n| capillary endothelial cell | 2952 | 0.89 | 0.90 | 0.93 | 0.91 | 0.00 | 0.90 | 0.90 | 0.91 | 0.92 |\n| macrophage | 2449 | 0.96 | 0.96 | 0.97 | 0.96 | 0.00 | 0.93 | 0.97 | 0.97 | 0.97 |\n| pericyte | 2139 | 0.90 | 0.90 | 0.93 | 0.93 | 0.00 | 0.91 | 0.92 | 0.92 | 0.94 |\n| CD8-positive, alpha-beta T cell | 1268 | 0.67 | 0.76 | 0.85 | 0.81 | 0.00 | 0.79 | 0.86 | 0.90 | 0.89 |\n| endothelial cell of vascular tree | 653 | 0.89 | 0.89 | 0.88 | 0.90 | 0.00 | 0.90 | 0.89 | 0.87 | 0.91 |\n| CD4-positive, alpha-beta T cell | 467 | 0.52 | 0.52 | 0.63 | 0.51 | 0.00 | 0.65 | 0.78 | 0.84 | 0.77 |\n| fast muscle cell | 429 | 0.94 | 0.95 | 0.95 | 0.92 | 0.00 | 0.84 | 0.93 | 0.95 | 0.97 |\n| tendon cell | 380 | 0.74 | 0.77 | 0.85 | 0.63 | 0.00 | 0.39 | 0.57 | 0.55 | 0.82 |\n| smooth muscle cell | 199 | 0.44 | 0.46 | 0.49 | 0.69 | 0.00 | 0.73 | 0.81 | 0.80 | 0.87 |\n| endothelial cell of artery | 163 | 0.76 | 0.81 | 0.88 | 0.75 | 0.00 | 0.75 | 0.84 | 0.86 | 0.88 |\n| neutrophil | 152 | 0.78 | 0.82 | 0.87 | 0.77 | 0.00 | 0.83 | 0.93 | 0.94 | 0.95 |\n| slow muscle cell | 155 | 0.92 | 0.92 | 0.91 | 0.81 | 0.00 | 0.84 | 0.99 | 0.98 | 0.96 |\n| endothelial cell of lymphatic vessel | 145 | 0.89 | 0.89 | 0.92 | 0.79 | 0.00 | 0.90 | 0.91 | 0.93 | 0.93 |\n| erythrocyte | 110 | 0.45 | 0.28 | 0.93 | 0.89 | 0.00 | 0.81 | 0.69 | 0.67 | 0.84 |\n| T cell | 93 | 0.00 | 0.06 | 0.34 | 0.18 | 0.00 | 0.59 | 0.91 | 0.87 | 0.80 |\n| mature NK T cell | 90 | 0.42 | 0.04 | 0.41 | 0.33 | 0.00 | 0.56 | 0.81 | 0.90 | 0.80 |\n| granulocyte | 88 | 0.72 | 0.04 | 0.80 | 0.65 | 0.00 | 0.59 | 0.84 | 0.95 | 0.94 |\n| natural killer cell | 86 | 0.57 | 0.42 | 0.53 | 0.48 | 0.00 | 0.64 | 0.84 | 0.84 | 0.84 |\n| mast cell | 62 | 0.71 | 0.70 | 0.81 | 0.68 | 0.00 | 0.82 | 0.95 | 0.93 | 0.88 |\n| epithelial cell | 50 | 0.67 | 0.12 | 0.73 | 0.48 | 0.00 | 0.68 | 0.79 | 0.91 | 0.83 |\n| B cell | 42 | 0.56 | 0.84 | 0.93 | 0.71 | 0.00 | 0.97 | 0.99 | 0.99 | 0.98 |\n| monocyte | 28 | 0.00 | 0.13 | 0.12 | 0.13 | 0.00 | 0.32 | 0.81 | 0.84 | 0.30 |\n| basophil | 8 | 0.00 | 0.00 | 0.33 | 0.24 | 0.00 | 0.67 | 1.00 | 1.00 | 0.86 |\n| myeloid dendritic cell | 7 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.26 | 0.93 | 0.70 | 0.25 |\n| plasma cell | 4 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.38 | 1.00 | 0.89 | 0.86 |\n| non-classical monocyte | 3 | 0.00 | 0.00 | 0.50 | 0.00 | 0.00 | 0.50 | 1.00 | 1.00 | 0.50 |\n| intermediate monocyte | 2 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.25 | 1.00 | 1.00 | 0.00 |\n| mesenchymal cell | 2 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.02 | 0.80 | 0.50 | 0.00 |"
4
  }
 
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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| mesenchymal stem cell | 2337 | 0.98 | 0.98 | 0.99 | 0.98 | 0.00 | 0.92 | 0.97 | 0.97 | 0.99 |\n| skeletal muscle satellite stem cell | 614 | 0.97 | 0.98 | 0.97 | 0.98 | 0.00 | 0.96 | 0.97 | 0.98 | 0.98 |\n| endothelial cell | 360 | 0.94 | 0.95 | 0.93 | 0.92 | 0.00 | 0.95 | 0.94 | 0.94 | 0.95 |\n| capillary endothelial cell | 331 | 0.88 | 0.92 | 0.92 | 0.91 | 0.00 | 0.90 | 0.87 | 0.89 | 0.92 |\n| macrophage | 279 | 0.95 | 0.97 | 0.97 | 0.95 | 0.00 | 0.91 | 0.94 | 0.95 | 0.96 |\n| pericyte | 239 | 0.88 | 0.89 | 0.90 | 0.90 | 0.00 | 0.84 | 0.88 | 0.90 | 0.91 |\n| CD8-positive, alpha-beta T cell | 145 | 0.78 | 0.77 | 0.79 | 0.75 | 0.00 | 0.66 | 0.71 | 0.81 | 0.81 |\n| endothelial cell of vascular tree | 71 | 0.83 | 0.90 | 0.79 | 0.74 | 0.00 | 0.85 | 0.84 | 0.81 | 0.88 |\n| CD4-positive, alpha-beta T cell | 50 | 0.53 | 0.48 | 0.42 | 0.26 | 0.00 | 0.41 | 0.44 | 0.60 | 0.54 |\n| fast muscle cell | 53 | 0.87 | 0.89 | 0.87 | 0.79 | 0.00 | 0.89 | 0.89 | 0.89 | 0.89 |\n| tendon cell | 37 | 0.74 | 0.80 | 0.82 | 0.70 | 0.00 | 0.33 | 0.52 | 0.50 | 0.80 |\n| smooth muscle cell | 20 | 0.33 | 0.42 | 0.17 | 0.46 | 0.00 | 0.45 | 0.65 | 0.61 | 0.62 |\n| endothelial cell of artery | 21 | 0.91 | 0.89 | 0.83 | 0.73 | 0.00 | 0.61 | 0.82 | 0.80 | 0.90 |\n| slow muscle cell | 17 | 0.76 | 0.78 | 0.78 | 0.10 | 0.00 | 0.74 | 0.82 | 0.78 | 0.80 |\n| neutrophil | 23 | 0.75 | 0.80 | 0.81 | 0.77 | 0.00 | 0.74 | 0.76 | 0.78 | 0.74 |\n| endothelial cell of lymphatic vessel | 9 | 0.82 | 0.82 | 0.82 | 0.67 | 0.00 | 0.60 | 0.89 | 0.74 | 0.82 |\n| erythrocyte | 12 | 0.43 | 0.30 | 0.92 | 0.47 | 0.00 | 0.55 | 0.65 | 0.58 | 0.85 |\n| T cell | 15 | 0.00 | 0.12 | 0.24 | 0.00 | 0.00 | 0.06 | 0.33 | 0.53 | 0.12 |\n| mature NK T cell | 6 | 0.29 | 0.00 | 0.00 | 0.00 | 0.00 | 0.36 | 0.31 | 0.43 | 0.36 |\n| granulocyte | 6 | 0.60 | 0.00 | 0.56 | 0.67 | 0.00 | 0.44 | 0.53 | 0.62 | 0.67 |\n| natural killer cell | 4 | 0.25 | 0.44 | 0.57 | 0.40 | 0.00 | 0.13 | 0.80 | 0.50 | 0.25 |\n| mast cell | 4 | 0.42 | 0.57 | 0.47 | 0.44 | 0.00 | 0.50 | 0.57 | 0.57 | 0.50 |\n| epithelial cell | 8 | 0.57 | 0.50 | 0.57 | 0.36 | 0.00 | 0.31 | 0.53 | 0.62 | 0.57 |\n| B cell | 8 | 0.62 | 0.77 | 0.67 | 0.50 | 0.00 | 0.67 | 0.93 | 0.93 | 0.77 |\n| monocyte | 4 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.24 | 0.33 | 0.20 | 0.00 |\n| basophil | 3 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.29 | 0.00 | 0.80 | 0.00 |\n| myeloid dendritic cell | 2 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.20 | 0.00 | 0.40 | 0.00 |\n| plasma cell | 0 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 |\n| non-classical monocyte | 0 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 |\n| intermediate monocyte | 0 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 |\n| mesenchymal cell | 0 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 |\n| mesothelial 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| mesenchymal stem cell | 21143 | 0.98 | 0.98 | 0.99 | 0.98 | 0.00 | 0.92 | 0.97 | 0.97 | 0.99 |\n| skeletal muscle satellite stem cell | 5536 | 0.98 | 0.98 | 0.98 | 0.98 | 0.00 | 0.96 | 0.98 | 0.98 | 0.98 |\n| endothelial cell | 3166 | 0.92 | 0.94 | 0.93 | 0.91 | 0.00 | 0.94 | 0.94 | 0.95 | 0.95 |\n| capillary endothelial cell | 2959 | 0.88 | 0.91 | 0.92 | 0.90 | 0.00 | 0.89 | 0.91 | 0.91 | 0.92 |\n| macrophage | 2450 | 0.96 | 0.96 | 0.96 | 0.96 | 0.00 | 0.93 | 0.97 | 0.96 | 0.97 |\n| pericyte | 2147 | 0.89 | 0.91 | 0.91 | 0.92 | 0.00 | 0.91 | 0.92 | 0.93 | 0.94 |\n| CD8-positive, alpha-beta T cell | 1272 | 0.74 | 0.78 | 0.82 | 0.77 | 0.00 | 0.76 | 0.85 | 0.89 | 0.88 |\n| endothelial cell of vascular tree | 652 | 0.85 | 0.90 | 0.85 | 0.73 | 0.00 | 0.89 | 0.89 | 0.90 | 0.92 |\n| CD4-positive, alpha-beta T cell | 464 | 0.50 | 0.54 | 0.57 | 0.41 | 0.00 | 0.63 | 0.78 | 0.83 | 0.74 |\n| fast muscle cell | 421 | 0.95 | 0.95 | 0.94 | 0.86 | 0.00 | 0.90 | 0.94 | 0.96 | 0.96 |\n| tendon cell | 383 | 0.74 | 0.81 | 0.82 | 0.68 | 0.00 | 0.38 | 0.60 | 0.57 | 0.79 |\n| smooth muscle cell | 198 | 0.44 | 0.56 | 0.21 | 0.64 | 0.00 | 0.71 | 0.81 | 0.80 | 0.89 |\n| endothelial cell of artery | 159 | 0.74 | 0.85 | 0.84 | 0.76 | 0.00 | 0.61 | 0.86 | 0.87 | 0.87 |\n| slow muscle cell | 157 | 0.91 | 0.93 | 0.91 | 0.62 | 0.00 | 0.87 | 0.97 | 0.98 | 0.96 |\n| neutrophil | 151 | 0.75 | 0.79 | 0.82 | 0.77 | 0.00 | 0.91 | 0.93 | 0.94 | 0.93 |\n| endothelial cell of lymphatic vessel | 146 | 0.90 | 0.91 | 0.91 | 0.89 | 0.00 | 0.91 | 0.93 | 0.93 | 0.94 |\n| erythrocyte | 112 | 0.45 | 0.30 | 0.89 | 0.54 | 0.00 | 0.52 | 0.69 | 0.65 | 0.83 |\n| T cell | 93 | 0.00 | 0.10 | 0.16 | 0.13 | 0.00 | 0.37 | 0.92 | 0.88 | 0.81 |\n| mature NK T cell | 92 | 0.42 | 0.14 | 0.38 | 0.10 | 0.00 | 0.51 | 0.78 | 0.84 | 0.82 |\n| granulocyte | 88 | 0.71 | 0.07 | 0.69 | 0.70 | 0.00 | 0.67 | 0.85 | 0.94 | 0.95 |\n| natural killer cell | 87 | 0.59 | 0.51 | 0.31 | 0.24 | 0.00 | 0.36 | 0.90 | 0.89 | 0.82 |\n| mast cell | 62 | 0.69 | 0.71 | 0.72 | 0.74 | 0.00 | 0.81 | 0.96 | 0.93 | 0.78 |\n| epithelial cell | 49 | 0.67 | 0.51 | 0.66 | 0.52 | 0.00 | 0.62 | 0.88 | 0.92 | 0.72 |\n| B cell | 41 | 0.77 | 0.91 | 0.89 | 0.78 | 0.00 | 0.83 | 0.99 | 1.00 | 0.96 |\n| monocyte | 28 | 0.00 | 0.07 | 0.00 | 0.00 | 0.00 | 0.34 | 0.70 | 0.73 | 0.19 |\n| basophil | 8 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.61 | 1.00 | 0.94 | 0.00 |\n| myeloid dendritic cell | 7 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.19 | 0.74 | 0.70 | 0.00 |\n| plasma cell | 4 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.80 | 0.89 | 0.89 | 0.86 |\n| non-classical monocyte | 3 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.24 | 1.00 | 1.00 | 0.00 |\n| intermediate monocyte | 3 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.40 | 1.00 | 1.00 | 0.00 |\n| mesenchymal cell | 2 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.80 | 0.50 | 0.00 |\n| mesothelial cell | 1 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.11 | 1.00 | 1.00 | 1.00 |"
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  "ENSG00000060642",
165
  "ENSG00000060709",
166
  "ENSG00000060718",
167
  "ENSG00000060749",
168
- "ENSG00000060982",
169
  "ENSG00000061337",
170
  "ENSG00000061918",
171
  "ENSG00000063015",
@@ -174,7 +163,6 @@
174
  "ENSG00000064218",
175
  "ENSG00000064547",
176
  "ENSG00000064692",
177
- "ENSG00000064703",
178
  "ENSG00000064787",
179
  "ENSG00000064886",
180
  "ENSG00000064933",
@@ -182,7 +170,6 @@
182
  "ENSG00000065054",
183
  "ENSG00000065325",
184
  "ENSG00000065361",
185
- "ENSG00000065491",
186
  "ENSG00000065534",
187
  "ENSG00000065609",
188
  "ENSG00000065621",
@@ -200,7 +187,6 @@
200
  "ENSG00000067715",
201
  "ENSG00000067798",
202
  "ENSG00000067842",
203
- "ENSG00000068001",
204
  "ENSG00000068079",
205
  "ENSG00000068097",
206
  "ENSG00000068615",
@@ -213,12 +199,10 @@
213
  "ENSG00000069482",
214
  "ENSG00000069535",
215
  "ENSG00000069764",
216
- "ENSG00000069943",
217
  "ENSG00000069998",
218
  "ENSG00000070159",
219
  "ENSG00000070193",
220
  "ENSG00000070269",
221
- "ENSG00000070371",
222
  "ENSG00000070601",
223
  "ENSG00000070808",
224
  "ENSG00000070950",
@@ -267,8 +251,6 @@
267
  "ENSG00000076650",
268
  "ENSG00000076706",
269
  "ENSG00000076864",
270
- "ENSG00000077092",
271
- "ENSG00000077274",
272
  "ENSG00000077454",
273
  "ENSG00000077522",
274
  "ENSG00000077942",
@@ -276,13 +258,13 @@
276
  "ENSG00000077984",
277
  "ENSG00000078018",
278
  "ENSG00000078053",
279
- "ENSG00000078237",
280
  "ENSG00000078401",
281
  "ENSG00000078725",
282
  "ENSG00000078804",
283
  "ENSG00000079112",
284
  "ENSG00000079263",
285
  "ENSG00000079385",
 
286
  "ENSG00000079435",
287
  "ENSG00000079739",
288
  "ENSG00000079841",
@@ -292,40 +274,34 @@
292
  "ENSG00000080644",
293
  "ENSG00000080824",
294
  "ENSG00000080839",
295
- "ENSG00000081014",
296
  "ENSG00000081026",
297
  "ENSG00000081041",
298
  "ENSG00000081177",
299
  "ENSG00000081248",
300
  "ENSG00000081277",
301
  "ENSG00000081307",
302
- "ENSG00000081818",
303
  "ENSG00000081853",
304
  "ENSG00000082126",
305
  "ENSG00000082175",
306
  "ENSG00000082196",
307
  "ENSG00000082269",
308
  "ENSG00000082438",
309
- "ENSG00000082458",
310
  "ENSG00000082482",
311
  "ENSG00000082497",
312
  "ENSG00000082684",
313
  "ENSG00000082898",
314
  "ENSG00000083444",
315
- "ENSG00000083812",
316
  "ENSG00000083814",
317
  "ENSG00000083817",
318
  "ENSG00000083828",
319
  "ENSG00000083838",
320
  "ENSG00000083857",
321
- "ENSG00000084092",
322
  "ENSG00000084110",
323
  "ENSG00000084674",
324
  "ENSG00000084734",
325
  "ENSG00000085063",
326
  "ENSG00000085117",
327
  "ENSG00000085276",
328
- "ENSG00000085433",
329
  "ENSG00000085465",
330
  "ENSG00000085514",
331
  "ENSG00000085644",
@@ -348,7 +324,6 @@
348
  "ENSG00000087495",
349
  "ENSG00000087586",
350
  "ENSG00000088305",
351
- "ENSG00000088320",
352
  "ENSG00000088325",
353
  "ENSG00000088882",
354
  "ENSG00000089091",
@@ -367,7 +342,6 @@
367
  "ENSG00000090612",
368
  "ENSG00000090889",
369
  "ENSG00000090924",
370
- "ENSG00000090932",
371
  "ENSG00000090971",
372
  "ENSG00000091129",
373
  "ENSG00000091136",
@@ -413,10 +387,8 @@
413
  "ENSG00000099889",
414
  "ENSG00000099899",
415
  "ENSG00000099937",
416
- "ENSG00000099953",
417
  "ENSG00000099957",
418
  "ENSG00000099994",
419
- "ENSG00000099999",
420
  "ENSG00000100024",
421
  "ENSG00000100095",
422
  "ENSG00000100105",
@@ -449,7 +421,6 @@
449
  "ENSG00000100906",
450
  "ENSG00000100968",
451
  "ENSG00000101003",
452
- "ENSG00000101019",
453
  "ENSG00000101082",
454
  "ENSG00000101144",
455
  "ENSG00000101152",
@@ -465,7 +436,6 @@
465
  "ENSG00000101331",
466
  "ENSG00000101333",
467
  "ENSG00000101353",
468
- "ENSG00000101391",
469
  "ENSG00000101425",
470
  "ENSG00000101439",
471
  "ENSG00000101442",
@@ -478,7 +448,6 @@
478
  "ENSG00000101665",
479
  "ENSG00000101670",
480
  "ENSG00000101680",
481
- "ENSG00000101751",
482
  "ENSG00000101825",
483
  "ENSG00000101846",
484
  "ENSG00000101850",
@@ -496,12 +465,10 @@
496
  "ENSG00000102265",
497
  "ENSG00000102271",
498
  "ENSG00000102287",
499
- "ENSG00000102362",
500
  "ENSG00000102383",
501
  "ENSG00000102384",
502
  "ENSG00000102393",
503
  "ENSG00000102452",
504
- "ENSG00000102468",
505
  "ENSG00000102606",
506
  "ENSG00000102678",
507
  "ENSG00000102683",
@@ -518,7 +485,6 @@
518
  "ENSG00000102921",
519
  "ENSG00000102934",
520
  "ENSG00000102967",
521
- "ENSG00000102974",
522
  "ENSG00000102981",
523
  "ENSG00000103037",
524
  "ENSG00000103044",
@@ -538,7 +504,6 @@
538
  "ENSG00000103460",
539
  "ENSG00000103485",
540
  "ENSG00000103494",
541
- "ENSG00000103510",
542
  "ENSG00000103540",
543
  "ENSG00000103591",
544
  "ENSG00000103653",
@@ -563,14 +528,12 @@
563
  "ENSG00000104723",
564
  "ENSG00000104812",
565
  "ENSG00000104833",
566
- "ENSG00000104848",
567
  "ENSG00000104879",
568
  "ENSG00000104884",
569
  "ENSG00000104899",
570
  "ENSG00000104921",
571
  "ENSG00000104969",
572
  "ENSG00000104972",
573
- "ENSG00000104974",
574
  "ENSG00000105048",
575
  "ENSG00000105072",
576
  "ENSG00000105131",
@@ -585,14 +548,12 @@
585
  "ENSG00000105497",
586
  "ENSG00000105509",
587
  "ENSG00000105516",
588
- "ENSG00000105523",
589
  "ENSG00000105538",
590
  "ENSG00000105613",
591
  "ENSG00000105642",
592
  "ENSG00000105655",
593
  "ENSG00000105664",
594
  "ENSG00000105668",
595
- "ENSG00000105705",
596
  "ENSG00000105732",
597
  "ENSG00000105750",
598
  "ENSG00000105784",
@@ -602,6 +563,7 @@
602
  "ENSG00000105854",
603
  "ENSG00000105855",
604
  "ENSG00000105875",
 
605
  "ENSG00000105967",
606
  "ENSG00000105974",
607
  "ENSG00000105982",
@@ -616,14 +578,12 @@
616
  "ENSG00000106278",
617
  "ENSG00000106327",
618
  "ENSG00000106328",
619
- "ENSG00000106346",
620
  "ENSG00000106366",
621
  "ENSG00000106477",
622
  "ENSG00000106483",
623
  "ENSG00000106484",
624
  "ENSG00000106511",
625
  "ENSG00000106526",
626
- "ENSG00000106537",
627
  "ENSG00000106636",
628
  "ENSG00000106686",
629
  "ENSG00000106692",
@@ -632,6 +592,7 @@
632
  "ENSG00000106809",
633
  "ENSG00000106819",
634
  "ENSG00000107036",
 
635
  "ENSG00000107147",
636
  "ENSG00000107159",
637
  "ENSG00000107372",
@@ -646,7 +607,6 @@
646
  "ENSG00000107954",
647
  "ENSG00000107960",
648
  "ENSG00000108018",
649
- "ENSG00000108094",
650
  "ENSG00000108176",
651
  "ENSG00000108187",
652
  "ENSG00000108255",
@@ -657,6 +617,7 @@
657
  "ENSG00000108395",
658
  "ENSG00000108405",
659
  "ENSG00000108423",
 
660
  "ENSG00000108515",
661
  "ENSG00000108551",
662
  "ENSG00000108599",
@@ -672,6 +633,7 @@
672
  "ENSG00000108839",
673
  "ENSG00000108852",
674
  "ENSG00000108878",
 
675
  "ENSG00000109063",
676
  "ENSG00000109321",
677
  "ENSG00000109436",
@@ -680,7 +642,6 @@
680
  "ENSG00000109501",
681
  "ENSG00000109511",
682
  "ENSG00000109576",
683
- "ENSG00000109654",
684
  "ENSG00000109738",
685
  "ENSG00000109814",
686
  "ENSG00000109819",
@@ -690,12 +651,10 @@
690
  "ENSG00000109991",
691
  "ENSG00000110013",
692
  "ENSG00000110042",
693
- "ENSG00000110092",
694
  "ENSG00000110169",
695
  "ENSG00000110218",
696
  "ENSG00000110427",
697
  "ENSG00000110436",
698
- "ENSG00000110619",
699
  "ENSG00000110723",
700
  "ENSG00000110799",
701
  "ENSG00000110848",
@@ -723,7 +682,6 @@
723
  "ENSG00000111653",
724
  "ENSG00000111664",
725
  "ENSG00000111696",
726
- "ENSG00000111727",
727
  "ENSG00000111731",
728
  "ENSG00000111732",
729
  "ENSG00000111796",
@@ -743,37 +701,29 @@
743
  "ENSG00000112218",
744
  "ENSG00000112246",
745
  "ENSG00000112276",
746
- "ENSG00000112290",
747
- "ENSG00000112293",
748
  "ENSG00000112294",
749
  "ENSG00000112303",
750
  "ENSG00000112367",
751
- "ENSG00000112379",
752
  "ENSG00000112414",
753
  "ENSG00000112499",
754
- "ENSG00000112541",
755
  "ENSG00000112562",
756
  "ENSG00000112685",
757
- "ENSG00000112769",
758
  "ENSG00000112773",
759
  "ENSG00000112782",
760
  "ENSG00000112796",
761
  "ENSG00000112902",
 
762
  "ENSG00000112981",
763
  "ENSG00000112992",
764
  "ENSG00000113083",
765
  "ENSG00000113119",
766
  "ENSG00000113140",
767
  "ENSG00000113161",
768
- "ENSG00000113209",
769
- "ENSG00000113212",
770
  "ENSG00000113231",
771
- "ENSG00000113248",
772
  "ENSG00000113272",
773
  "ENSG00000113296",
774
  "ENSG00000113361",
775
  "ENSG00000113369",
776
- "ENSG00000113396",
777
  "ENSG00000113578",
778
  "ENSG00000113594",
779
  "ENSG00000113721",
@@ -805,8 +755,6 @@
805
  "ENSG00000115241",
806
  "ENSG00000115255",
807
  "ENSG00000115282",
808
- "ENSG00000115290",
809
- "ENSG00000115339",
810
  "ENSG00000115361",
811
  "ENSG00000115363",
812
  "ENSG00000115365",
@@ -825,14 +773,12 @@
825
  "ENSG00000115593",
826
  "ENSG00000115596",
827
  "ENSG00000115602",
828
- "ENSG00000115607",
829
  "ENSG00000115616",
830
  "ENSG00000115641",
831
  "ENSG00000115687",
832
  "ENSG00000115738",
833
  "ENSG00000115806",
834
  "ENSG00000115827",
835
- "ENSG00000115841",
836
  "ENSG00000115956",
837
  "ENSG00000115963",
838
  "ENSG00000115993",
@@ -843,10 +789,8 @@
843
  "ENSG00000116133",
844
  "ENSG00000116141",
845
  "ENSG00000116147",
846
- "ENSG00000116157",
847
  "ENSG00000116183",
848
  "ENSG00000116191",
849
- "ENSG00000116205",
850
  "ENSG00000116285",
851
  "ENSG00000116299",
852
  "ENSG00000116661",
@@ -856,13 +800,13 @@
856
  "ENSG00000116741",
857
  "ENSG00000116748",
858
  "ENSG00000116771",
859
- "ENSG00000116774",
860
  "ENSG00000116809",
861
  "ENSG00000116830",
862
  "ENSG00000116833",
863
  "ENSG00000116852",
864
  "ENSG00000116863",
865
  "ENSG00000116885",
 
866
  "ENSG00000116962",
867
  "ENSG00000116985",
868
  "ENSG00000117013",
@@ -871,6 +815,7 @@
871
  "ENSG00000117143",
872
  "ENSG00000117152",
873
  "ENSG00000117154",
 
874
  "ENSG00000117266",
875
  "ENSG00000117281",
876
  "ENSG00000117308",
@@ -878,23 +823,22 @@
878
  "ENSG00000117394",
879
  "ENSG00000117400",
880
  "ENSG00000117472",
881
- "ENSG00000117475",
882
  "ENSG00000117479",
883
  "ENSG00000117480",
 
884
  "ENSG00000117528",
885
  "ENSG00000117586",
886
- "ENSG00000117594",
887
  "ENSG00000117595",
888
  "ENSG00000117597",
 
889
  "ENSG00000117600",
890
  "ENSG00000117640",
891
  "ENSG00000117707",
892
  "ENSG00000117724",
893
- "ENSG00000117834",
894
  "ENSG00000117971",
895
  "ENSG00000118004",
896
  "ENSG00000118137",
897
- "ENSG00000118156",
898
  "ENSG00000118276",
899
  "ENSG00000118307",
900
  "ENSG00000118369",
@@ -902,12 +846,12 @@
902
  "ENSG00000118432",
903
  "ENSG00000118473",
904
  "ENSG00000118492",
 
905
  "ENSG00000118515",
906
  "ENSG00000118520",
907
  "ENSG00000118523",
908
  "ENSG00000118526",
909
  "ENSG00000118557",
910
- "ENSG00000118655",
911
  "ENSG00000118729",
912
  "ENSG00000118785",
913
  "ENSG00000118849",
@@ -927,7 +871,6 @@
927
  "ENSG00000119698",
928
  "ENSG00000119703",
929
  "ENSG00000119714",
930
- "ENSG00000119737",
931
  "ENSG00000119777",
932
  "ENSG00000119912",
933
  "ENSG00000119915",
@@ -944,7 +887,6 @@
944
  "ENSG00000120159",
945
  "ENSG00000120217",
946
  "ENSG00000120280",
947
- "ENSG00000120324",
948
  "ENSG00000120332",
949
  "ENSG00000120333",
950
  "ENSG00000120337",
@@ -954,7 +896,6 @@
954
  "ENSG00000120645",
955
  "ENSG00000120662",
956
  "ENSG00000120694",
957
- "ENSG00000120696",
958
  "ENSG00000120708",
959
  "ENSG00000120725",
960
  "ENSG00000120729",
@@ -968,7 +909,6 @@
968
  "ENSG00000121152",
969
  "ENSG00000121207",
970
  "ENSG00000121236",
971
- "ENSG00000121316",
972
  "ENSG00000121361",
973
  "ENSG00000121406",
974
  "ENSG00000121454",
@@ -978,6 +918,7 @@
978
  "ENSG00000121680",
979
  "ENSG00000121690",
980
  "ENSG00000121742",
 
981
  "ENSG00000121871",
982
  "ENSG00000121903",
983
  "ENSG00000121957",
@@ -985,13 +926,13 @@
985
  "ENSG00000122012",
986
  "ENSG00000122122",
987
  "ENSG00000122176",
 
988
  "ENSG00000122188",
989
  "ENSG00000122224",
990
  "ENSG00000122299",
991
  "ENSG00000122367",
992
  "ENSG00000122386",
993
  "ENSG00000122420",
994
- "ENSG00000122477",
995
  "ENSG00000122482",
996
  "ENSG00000122574",
997
  "ENSG00000122585",
@@ -1005,7 +946,6 @@
1005
  "ENSG00000123358",
1006
  "ENSG00000123453",
1007
  "ENSG00000123473",
1008
- "ENSG00000123545",
1009
  "ENSG00000123560",
1010
  "ENSG00000123570",
1011
  "ENSG00000123572",
@@ -1021,6 +961,7 @@
1021
  "ENSG00000124215",
1022
  "ENSG00000124216",
1023
  "ENSG00000124217",
 
1024
  "ENSG00000124343",
1025
  "ENSG00000124429",
1026
  "ENSG00000124459",
@@ -1030,12 +971,11 @@
1030
  "ENSG00000124574",
1031
  "ENSG00000124610",
1032
  "ENSG00000124613",
1033
- "ENSG00000124615",
1034
  "ENSG00000124641",
1035
  "ENSG00000124701",
1036
  "ENSG00000124721",
1037
  "ENSG00000124772",
1038
- "ENSG00000124786",
1039
  "ENSG00000124839",
1040
  "ENSG00000124875",
1041
  "ENSG00000124882",
@@ -1046,15 +986,16 @@
1046
  "ENSG00000125170",
1047
  "ENSG00000125245",
1048
  "ENSG00000125247",
1049
- "ENSG00000125249",
1050
  "ENSG00000125319",
1051
  "ENSG00000125355",
1052
  "ENSG00000125409",
 
1053
  "ENSG00000125430",
1054
  "ENSG00000125482",
1055
  "ENSG00000125538",
1056
  "ENSG00000125630",
1057
  "ENSG00000125675",
 
1058
  "ENSG00000125741",
1059
  "ENSG00000125775",
1060
  "ENSG00000125813",
@@ -1076,17 +1017,14 @@
1076
  "ENSG00000126814",
1077
  "ENSG00000126821",
1078
  "ENSG00000126822",
1079
- "ENSG00000126838",
1080
  "ENSG00000126861",
1081
  "ENSG00000126878",
1082
  "ENSG00000126950",
1083
- "ENSG00000126953",
1084
  "ENSG00000127074",
1085
  "ENSG00000127083",
1086
  "ENSG00000127241",
1087
  "ENSG00000127252",
1088
  "ENSG00000127324",
1089
- "ENSG00000127325",
1090
  "ENSG00000127328",
1091
  "ENSG00000127399",
1092
  "ENSG00000127423",
@@ -1117,7 +1055,6 @@
1117
  "ENSG00000128606",
1118
  "ENSG00000128617",
1119
  "ENSG00000128641",
1120
- "ENSG00000128656",
1121
  "ENSG00000128694",
1122
  "ENSG00000128709",
1123
  "ENSG00000128849",
@@ -1177,6 +1114,7 @@
1177
  "ENSG00000131097",
1178
  "ENSG00000131127",
1179
  "ENSG00000131149",
 
1180
  "ENSG00000131203",
1181
  "ENSG00000131242",
1182
  "ENSG00000131355",
@@ -1186,11 +1124,9 @@
1186
  "ENSG00000131711",
1187
  "ENSG00000131730",
1188
  "ENSG00000131747",
1189
- "ENSG00000131781",
1190
  "ENSG00000131845",
1191
  "ENSG00000131849",
1192
  "ENSG00000131941",
1193
- "ENSG00000131943",
1194
  "ENSG00000131944",
1195
  "ENSG00000131951",
1196
  "ENSG00000132000",
@@ -1217,9 +1153,7 @@
1217
  "ENSG00000132554",
1218
  "ENSG00000132600",
1219
  "ENSG00000132623",
1220
- "ENSG00000132639",
1221
  "ENSG00000132640",
1222
- "ENSG00000132664",
1223
  "ENSG00000132718",
1224
  "ENSG00000132740",
1225
  "ENSG00000132749",
@@ -1238,7 +1172,6 @@
1238
  "ENSG00000133069",
1239
  "ENSG00000133083",
1240
  "ENSG00000133103",
1241
- "ENSG00000133107",
1242
  "ENSG00000133110",
1243
  "ENSG00000133138",
1244
  "ENSG00000133169",
@@ -1253,7 +1186,6 @@
1253
  "ENSG00000133640",
1254
  "ENSG00000133661",
1255
  "ENSG00000133710",
1256
- "ENSG00000133740",
1257
  "ENSG00000133800",
1258
  "ENSG00000133835",
1259
  "ENSG00000133878",
@@ -1265,7 +1197,6 @@
1265
  "ENSG00000134201",
1266
  "ENSG00000134222",
1267
  "ENSG00000134243",
1268
- "ENSG00000134247",
1269
  "ENSG00000134253",
1270
  "ENSG00000134321",
1271
  "ENSG00000134326",
@@ -1280,7 +1211,6 @@
1280
  "ENSG00000134569",
1281
  "ENSG00000134571",
1282
  "ENSG00000134602",
1283
- "ENSG00000134627",
1284
  "ENSG00000134668",
1285
  "ENSG00000134690",
1286
  "ENSG00000134697",
@@ -1290,7 +1220,6 @@
1290
  "ENSG00000134853",
1291
  "ENSG00000134864",
1292
  "ENSG00000134873",
1293
- "ENSG00000134901",
1294
  "ENSG00000134917",
1295
  "ENSG00000134962",
1296
  "ENSG00000135046",
@@ -1324,7 +1253,6 @@
1324
  "ENSG00000135740",
1325
  "ENSG00000135744",
1326
  "ENSG00000135821",
1327
- "ENSG00000135823",
1328
  "ENSG00000135828",
1329
  "ENSG00000135862",
1330
  "ENSG00000135903",
@@ -1333,7 +1261,6 @@
1333
  "ENSG00000135917",
1334
  "ENSG00000135919",
1335
  "ENSG00000136011",
1336
- "ENSG00000136059",
1337
  "ENSG00000136110",
1338
  "ENSG00000136144",
1339
  "ENSG00000136160",
@@ -1349,7 +1276,6 @@
1349
  "ENSG00000136492",
1350
  "ENSG00000136514",
1351
  "ENSG00000136518",
1352
- "ENSG00000136542",
1353
  "ENSG00000136546",
1354
  "ENSG00000136634",
1355
  "ENSG00000136689",
@@ -1359,16 +1285,15 @@
1359
  "ENSG00000136828",
1360
  "ENSG00000136842",
1361
  "ENSG00000136866",
1362
- "ENSG00000136869",
1363
  "ENSG00000136872",
1364
  "ENSG00000136928",
1365
- "ENSG00000136935",
1366
  "ENSG00000136943",
1367
  "ENSG00000136982",
1368
  "ENSG00000136997",
1369
  "ENSG00000136999",
1370
  "ENSG00000137054",
1371
  "ENSG00000137077",
 
1372
  "ENSG00000137101",
1373
  "ENSG00000137135",
1374
  "ENSG00000137177",
@@ -1382,16 +1307,15 @@
1382
  "ENSG00000137434",
1383
  "ENSG00000137441",
1384
  "ENSG00000137460",
1385
- "ENSG00000137474",
1386
  "ENSG00000137501",
1387
  "ENSG00000137504",
1388
  "ENSG00000137561",
1389
  "ENSG00000137575",
1390
  "ENSG00000137656",
1391
  "ENSG00000137672",
 
1392
  "ENSG00000137699",
1393
  "ENSG00000137760",
1394
- "ENSG00000137770",
1395
  "ENSG00000137801",
1396
  "ENSG00000137806",
1397
  "ENSG00000137807",
@@ -1409,7 +1333,6 @@
1409
  "ENSG00000138061",
1410
  "ENSG00000138068",
1411
  "ENSG00000138078",
1412
- "ENSG00000138092",
1413
  "ENSG00000138095",
1414
  "ENSG00000138100",
1415
  "ENSG00000138131",
@@ -1418,20 +1341,17 @@
1418
  "ENSG00000138138",
1419
  "ENSG00000138160",
1420
  "ENSG00000138231",
 
1421
  "ENSG00000138347",
1422
  "ENSG00000138356",
1423
- "ENSG00000138386",
1424
  "ENSG00000138400",
1425
  "ENSG00000138411",
1426
  "ENSG00000138435",
1427
  "ENSG00000138442",
1428
- "ENSG00000138449",
1429
- "ENSG00000138463",
1430
  "ENSG00000138614",
1431
  "ENSG00000138615",
1432
  "ENSG00000138640",
1433
  "ENSG00000138642",
1434
- "ENSG00000138658",
1435
  "ENSG00000138669",
1436
  "ENSG00000138675",
1437
  "ENSG00000138722",
@@ -1464,7 +1384,6 @@
1464
  "ENSG00000139354",
1465
  "ENSG00000139405",
1466
  "ENSG00000139436",
1467
- "ENSG00000139438",
1468
  "ENSG00000139445",
1469
  "ENSG00000139508",
1470
  "ENSG00000139517",
@@ -1508,13 +1427,11 @@
1508
  "ENSG00000140563",
1509
  "ENSG00000140598",
1510
  "ENSG00000140600",
1511
- "ENSG00000140807",
1512
  "ENSG00000140829",
1513
  "ENSG00000140873",
1514
  "ENSG00000140932",
1515
  "ENSG00000140937",
1516
  "ENSG00000140986",
1517
- "ENSG00000140987",
1518
  "ENSG00000140993",
1519
  "ENSG00000141034",
1520
  "ENSG00000141040",
@@ -1525,7 +1442,6 @@
1525
  "ENSG00000141338",
1526
  "ENSG00000141431",
1527
  "ENSG00000141434",
1528
- "ENSG00000141447",
1529
  "ENSG00000141469",
1530
  "ENSG00000141519",
1531
  "ENSG00000141527",
@@ -1541,14 +1457,12 @@
1541
  "ENSG00000142233",
1542
  "ENSG00000142279",
1543
  "ENSG00000142319",
1544
- "ENSG00000142327",
1545
  "ENSG00000142405",
1546
  "ENSG00000142449",
1547
  "ENSG00000142494",
1548
  "ENSG00000142512",
1549
  "ENSG00000142528",
1550
  "ENSG00000142530",
1551
- "ENSG00000142583",
1552
  "ENSG00000142661",
1553
  "ENSG00000142686",
1554
  "ENSG00000142731",
@@ -1570,7 +1484,6 @@
1570
  "ENSG00000143164",
1571
  "ENSG00000143178",
1572
  "ENSG00000143195",
1573
- "ENSG00000143199",
1574
  "ENSG00000143228",
1575
  "ENSG00000143248",
1576
  "ENSG00000143318",
@@ -1586,7 +1499,6 @@
1586
  "ENSG00000143502",
1587
  "ENSG00000143546",
1588
  "ENSG00000143554",
1589
- "ENSG00000143590",
1590
  "ENSG00000143603",
1591
  "ENSG00000143624",
1592
  "ENSG00000143630",
@@ -1605,10 +1517,10 @@
1605
  "ENSG00000144214",
1606
  "ENSG00000144227",
1607
  "ENSG00000144229",
 
1608
  "ENSG00000144306",
1609
  "ENSG00000144339",
1610
  "ENSG00000144406",
1611
- "ENSG00000144410",
1612
  "ENSG00000144468",
1613
  "ENSG00000144524",
1614
  "ENSG00000144550",
@@ -1643,15 +1555,14 @@
1643
  "ENSG00000145632",
1644
  "ENSG00000145700",
1645
  "ENSG00000145708",
1646
- "ENSG00000145723",
1647
  "ENSG00000145757",
1648
  "ENSG00000145777",
1649
  "ENSG00000145794",
1650
  "ENSG00000145808",
1651
  "ENSG00000145824",
1652
  "ENSG00000145832",
 
1653
  "ENSG00000145864",
1654
- "ENSG00000145882",
1655
  "ENSG00000145911",
1656
  "ENSG00000145936",
1657
  "ENSG00000145945",
@@ -1676,6 +1587,7 @@
1676
  "ENSG00000146670",
1677
  "ENSG00000146674",
1678
  "ENSG00000146809",
 
1679
  "ENSG00000146938",
1680
  "ENSG00000146950",
1681
  "ENSG00000146966",
@@ -1685,7 +1597,6 @@
1685
  "ENSG00000147082",
1686
  "ENSG00000147118",
1687
  "ENSG00000147124",
1688
- "ENSG00000147144",
1689
  "ENSG00000147166",
1690
  "ENSG00000147180",
1691
  "ENSG00000147231",
@@ -1703,13 +1614,10 @@
1703
  "ENSG00000147872",
1704
  "ENSG00000147883",
1705
  "ENSG00000148019",
1706
- "ENSG00000148053",
1707
  "ENSG00000148175",
1708
  "ENSG00000148180",
1709
  "ENSG00000148218",
1710
  "ENSG00000148225",
1711
- "ENSG00000148288",
1712
- "ENSG00000148308",
1713
  "ENSG00000148331",
1714
  "ENSG00000148396",
1715
  "ENSG00000148604",
@@ -1717,7 +1625,6 @@
1717
  "ENSG00000148677",
1718
  "ENSG00000148680",
1719
  "ENSG00000148835",
1720
- "ENSG00000148842",
1721
  "ENSG00000148926",
1722
  "ENSG00000149050",
1723
  "ENSG00000149054",
@@ -1730,7 +1637,6 @@
1730
  "ENSG00000149380",
1731
  "ENSG00000149474",
1732
  "ENSG00000149485",
1733
- "ENSG00000149488",
1734
  "ENSG00000149554",
1735
  "ENSG00000149564",
1736
  "ENSG00000149573",
@@ -1740,15 +1646,12 @@
1740
  "ENSG00000149927",
1741
  "ENSG00000149929",
1742
  "ENSG00000149968",
1743
- "ENSG00000150045",
1744
  "ENSG00000150051",
1745
- "ENSG00000150054",
1746
  "ENSG00000150394",
1747
  "ENSG00000150471",
1748
  "ENSG00000150527",
1749
  "ENSG00000150594",
1750
  "ENSG00000150625",
1751
- "ENSG00000150627",
1752
  "ENSG00000150636",
1753
  "ENSG00000150656",
1754
  "ENSG00000150676",
@@ -1758,7 +1661,6 @@
1758
  "ENSG00000150764",
1759
  "ENSG00000150773",
1760
  "ENSG00000150873",
1761
- "ENSG00000150967",
1762
  "ENSG00000150991",
1763
  "ENSG00000151012",
1764
  "ENSG00000151025",
@@ -1772,6 +1674,7 @@
1772
  "ENSG00000151572",
1773
  "ENSG00000151611",
1774
  "ENSG00000151617",
 
1775
  "ENSG00000151715",
1776
  "ENSG00000151725",
1777
  "ENSG00000151729",
@@ -1788,7 +1691,6 @@
1788
  "ENSG00000152154",
1789
  "ENSG00000152192",
1790
  "ENSG00000152207",
1791
- "ENSG00000152213",
1792
  "ENSG00000152223",
1793
  "ENSG00000152229",
1794
  "ENSG00000152253",
@@ -1802,7 +1704,6 @@
1802
  "ENSG00000152439",
1803
  "ENSG00000152443",
1804
  "ENSG00000152454",
1805
- "ENSG00000152455",
1806
  "ENSG00000152463",
1807
  "ENSG00000152465",
1808
  "ENSG00000152495",
@@ -1823,13 +1724,14 @@
1823
  "ENSG00000152939",
1824
  "ENSG00000153002",
1825
  "ENSG00000153012",
 
1826
  "ENSG00000153086",
1827
  "ENSG00000153093",
1828
  "ENSG00000153157",
1829
  "ENSG00000153233",
1830
  "ENSG00000153253",
1831
  "ENSG00000153563",
1832
- "ENSG00000153767",
1833
  "ENSG00000153896",
1834
  "ENSG00000153898",
1835
  "ENSG00000153902",
@@ -1852,6 +1754,7 @@
1852
  "ENSG00000154269",
1853
  "ENSG00000154358",
1854
  "ENSG00000154370",
 
1855
  "ENSG00000154479",
1856
  "ENSG00000154485",
1857
  "ENSG00000154493",
@@ -1864,6 +1767,7 @@
1864
  "ENSG00000154736",
1865
  "ENSG00000154743",
1866
  "ENSG00000154864",
 
1867
  "ENSG00000155011",
1868
  "ENSG00000155016",
1869
  "ENSG00000155090",
@@ -1909,10 +1813,10 @@
1909
  "ENSG00000156853",
1910
  "ENSG00000156959",
1911
  "ENSG00000157036",
1912
- "ENSG00000157077",
1913
  "ENSG00000157103",
 
1914
  "ENSG00000157152",
1915
- "ENSG00000157168",
1916
  "ENSG00000157193",
1917
  "ENSG00000157224",
1918
  "ENSG00000157353",
@@ -1937,7 +1841,6 @@
1937
  "ENSG00000157927",
1938
  "ENSG00000158006",
1939
  "ENSG00000158019",
1940
- "ENSG00000158050",
1941
  "ENSG00000158089",
1942
  "ENSG00000158104",
1943
  "ENSG00000158106",
@@ -1948,16 +1851,12 @@
1948
  "ENSG00000158301",
1949
  "ENSG00000158402",
1950
  "ENSG00000158423",
1951
- "ENSG00000158427",
1952
- "ENSG00000158483",
1953
  "ENSG00000158525",
1954
  "ENSG00000158528",
1955
  "ENSG00000158560",
1956
- "ENSG00000158683",
1957
  "ENSG00000158691",
1958
  "ENSG00000158714",
1959
  "ENSG00000158859",
1960
- "ENSG00000158887",
1961
  "ENSG00000158955",
1962
  "ENSG00000159164",
1963
  "ENSG00000159167",
@@ -1991,9 +1890,7 @@
1991
  "ENSG00000160185",
1992
  "ENSG00000160191",
1993
  "ENSG00000160193",
1994
- "ENSG00000160207",
1995
  "ENSG00000160229",
1996
- "ENSG00000160282",
1997
  "ENSG00000160298",
1998
  "ENSG00000160305",
1999
  "ENSG00000160307",
@@ -2018,12 +1915,13 @@
2018
  "ENSG00000161649",
2019
  "ENSG00000161664",
2020
  "ENSG00000161692",
2021
- "ENSG00000161813",
2022
  "ENSG00000161896",
2023
  "ENSG00000161944",
2024
  "ENSG00000162073",
2025
  "ENSG00000162105",
2026
  "ENSG00000162139",
 
 
2027
  "ENSG00000162373",
2028
  "ENSG00000162377",
2029
  "ENSG00000162390",
@@ -2033,8 +1931,10 @@
2033
  "ENSG00000162438",
2034
  "ENSG00000162458",
2035
  "ENSG00000162461",
 
2036
  "ENSG00000162490",
2037
  "ENSG00000162494",
 
2038
  "ENSG00000162526",
2039
  "ENSG00000162551",
2040
  "ENSG00000162571",
@@ -2052,7 +1952,6 @@
2052
  "ENSG00000162722",
2053
  "ENSG00000162738",
2054
  "ENSG00000162746",
2055
- "ENSG00000162769",
2056
  "ENSG00000162771",
2057
  "ENSG00000162772",
2058
  "ENSG00000162779",
@@ -2060,8 +1959,8 @@
2060
  "ENSG00000162836",
2061
  "ENSG00000162881",
2062
  "ENSG00000162882",
 
2063
  "ENSG00000162981",
2064
- "ENSG00000162994",
2065
  "ENSG00000162998",
2066
  "ENSG00000162999",
2067
  "ENSG00000163006",
@@ -2071,7 +1970,6 @@
2071
  "ENSG00000163071",
2072
  "ENSG00000163082",
2073
  "ENSG00000163092",
2074
- "ENSG00000163104",
2075
  "ENSG00000163106",
2076
  "ENSG00000163116",
2077
  "ENSG00000163141",
@@ -2086,7 +1984,6 @@
2086
  "ENSG00000163293",
2087
  "ENSG00000163347",
2088
  "ENSG00000163359",
2089
- "ENSG00000163376",
2090
  "ENSG00000163393",
2091
  "ENSG00000163395",
2092
  "ENSG00000163406",
@@ -2094,7 +1991,6 @@
2094
  "ENSG00000163430",
2095
  "ENSG00000163431",
2096
  "ENSG00000163453",
2097
- "ENSG00000163481",
2098
  "ENSG00000163482",
2099
  "ENSG00000163492",
2100
  "ENSG00000163507",
@@ -2116,7 +2012,6 @@
2116
  "ENSG00000163673",
2117
  "ENSG00000163687",
2118
  "ENSG00000163689",
2119
- "ENSG00000163703",
2120
  "ENSG00000163710",
2121
  "ENSG00000163734",
2122
  "ENSG00000163735",
@@ -2128,7 +2023,6 @@
2128
  "ENSG00000163781",
2129
  "ENSG00000163808",
2130
  "ENSG00000163818",
2131
- "ENSG00000163827",
2132
  "ENSG00000163833",
2133
  "ENSG00000163909",
2134
  "ENSG00000163935",
@@ -2160,6 +2054,7 @@
2160
  "ENSG00000164332",
2161
  "ENSG00000164338",
2162
  "ENSG00000164342",
 
2163
  "ENSG00000164404",
2164
  "ENSG00000164411",
2165
  "ENSG00000164440",
@@ -2172,6 +2067,7 @@
2172
  "ENSG00000164576",
2173
  "ENSG00000164603",
2174
  "ENSG00000164604",
 
2175
  "ENSG00000164626",
2176
  "ENSG00000164654",
2177
  "ENSG00000164663",
@@ -2187,9 +2083,8 @@
2187
  "ENSG00000164778",
2188
  "ENSG00000164823",
2189
  "ENSG00000164850",
 
2190
  "ENSG00000164879",
2191
- "ENSG00000164880",
2192
- "ENSG00000164896",
2193
  "ENSG00000164920",
2194
  "ENSG00000164935",
2195
  "ENSG00000164938",
@@ -2205,6 +2100,7 @@
2205
  "ENSG00000165164",
2206
  "ENSG00000165186",
2207
  "ENSG00000165195",
 
2208
  "ENSG00000165209",
2209
  "ENSG00000165238",
2210
  "ENSG00000165244",
@@ -2212,10 +2108,10 @@
2212
  "ENSG00000165300",
2213
  "ENSG00000165359",
2214
  "ENSG00000165376",
 
2215
  "ENSG00000165409",
2216
  "ENSG00000165443",
2217
  "ENSG00000165449",
2218
- "ENSG00000165457",
2219
  "ENSG00000165480",
2220
  "ENSG00000165490",
2221
  "ENSG00000165507",
@@ -2227,7 +2123,6 @@
2227
  "ENSG00000165633",
2228
  "ENSG00000165646",
2229
  "ENSG00000165660",
2230
- "ENSG00000165675",
2231
  "ENSG00000165682",
2232
  "ENSG00000165688",
2233
  "ENSG00000165699",
@@ -2237,7 +2132,6 @@
2237
  "ENSG00000165795",
2238
  "ENSG00000165810",
2239
  "ENSG00000165816",
2240
- "ENSG00000165821",
2241
  "ENSG00000165832",
2242
  "ENSG00000165879",
2243
  "ENSG00000165887",
@@ -2306,7 +2200,6 @@
2306
  "ENSG00000167281",
2307
  "ENSG00000167306",
2308
  "ENSG00000167325",
2309
- "ENSG00000167333",
2310
  "ENSG00000167378",
2311
  "ENSG00000167384",
2312
  "ENSG00000167434",
@@ -2321,36 +2214,33 @@
2321
  "ENSG00000167614",
2322
  "ENSG00000167618",
2323
  "ENSG00000167637",
2324
- "ENSG00000167641",
2325
  "ENSG00000167700",
2326
  "ENSG00000167701",
2327
  "ENSG00000167723",
2328
  "ENSG00000167779",
2329
  "ENSG00000167780",
2330
  "ENSG00000167840",
2331
- "ENSG00000167842",
2332
  "ENSG00000167851",
2333
  "ENSG00000167858",
 
2334
  "ENSG00000167900",
2335
  "ENSG00000167904",
2336
  "ENSG00000167914",
2337
  "ENSG00000167965",
2338
  "ENSG00000167967",
2339
  "ENSG00000167981",
2340
- "ENSG00000167995",
2341
  "ENSG00000167996",
2342
  "ENSG00000168004",
2343
  "ENSG00000168032",
2344
  "ENSG00000168062",
2345
  "ENSG00000168070",
 
2346
  "ENSG00000168101",
2347
  "ENSG00000168152",
 
2348
  "ENSG00000168243",
2349
- "ENSG00000168246",
2350
- "ENSG00000168298",
2351
  "ENSG00000168314",
2352
  "ENSG00000168329",
2353
- "ENSG00000168334",
2354
  "ENSG00000168350",
2355
  "ENSG00000168356",
2356
  "ENSG00000168421",
@@ -2358,8 +2248,8 @@
2358
  "ENSG00000168453",
2359
  "ENSG00000168490",
2360
  "ENSG00000168491",
2361
- "ENSG00000168496",
2362
  "ENSG00000168497",
 
2363
  "ENSG00000168542",
2364
  "ENSG00000168589",
2365
  "ENSG00000168661",
@@ -2389,6 +2279,7 @@
2389
  "ENSG00000169247",
2390
  "ENSG00000169252",
2391
  "ENSG00000169255",
 
2392
  "ENSG00000169271",
2393
  "ENSG00000169282",
2394
  "ENSG00000169299",
@@ -2425,7 +2316,7 @@
2425
  "ENSG00000170100",
2426
  "ENSG00000170113",
2427
  "ENSG00000170153",
2428
- "ENSG00000170175",
2429
  "ENSG00000170191",
2430
  "ENSG00000170264",
2431
  "ENSG00000170266",
@@ -2437,6 +2328,7 @@
2437
  "ENSG00000170364",
2438
  "ENSG00000170417",
2439
  "ENSG00000170425",
 
2440
  "ENSG00000170442",
2441
  "ENSG00000170456",
2442
  "ENSG00000170458",
@@ -2486,19 +2378,17 @@
2486
  "ENSG00000171772",
2487
  "ENSG00000171786",
2488
  "ENSG00000171792",
2489
- "ENSG00000171806",
2490
  "ENSG00000171813",
2491
  "ENSG00000171819",
2492
  "ENSG00000171848",
2493
  "ENSG00000171885",
2494
  "ENSG00000171953",
2495
- "ENSG00000171962",
2496
  "ENSG00000171970",
2497
  "ENSG00000172000",
2498
  "ENSG00000172020",
2499
  "ENSG00000172031",
2500
  "ENSG00000172123",
2501
- "ENSG00000172164",
2502
  "ENSG00000172167",
2503
  "ENSG00000172201",
2504
  "ENSG00000172215",
@@ -2522,7 +2412,6 @@
2522
  "ENSG00000172575",
2523
  "ENSG00000172594",
2524
  "ENSG00000172724",
2525
- "ENSG00000172728",
2526
  "ENSG00000172731",
2527
  "ENSG00000172732",
2528
  "ENSG00000172733",
@@ -2537,11 +2426,9 @@
2537
  "ENSG00000172893",
2538
  "ENSG00000172901",
2539
  "ENSG00000172915",
2540
- "ENSG00000172940",
2541
  "ENSG00000173011",
2542
  "ENSG00000173041",
2543
  "ENSG00000173110",
2544
- "ENSG00000173114",
2545
  "ENSG00000173137",
2546
  "ENSG00000173156",
2547
  "ENSG00000173200",
@@ -2560,12 +2447,15 @@
2560
  "ENSG00000173641",
2561
  "ENSG00000173702",
2562
  "ENSG00000173705",
 
 
2563
  "ENSG00000173805",
2564
  "ENSG00000173809",
2565
  "ENSG00000173812",
2566
  "ENSG00000173825",
2567
  "ENSG00000173838",
2568
  "ENSG00000173894",
 
2569
  "ENSG00000173950",
2570
  "ENSG00000173988",
2571
  "ENSG00000173991",
@@ -2582,6 +2472,7 @@
2582
  "ENSG00000174429",
2583
  "ENSG00000174456",
2584
  "ENSG00000174500",
 
2585
  "ENSG00000174564",
2586
  "ENSG00000174599",
2587
  "ENSG00000174611",
@@ -2592,16 +2483,16 @@
2592
  "ENSG00000174740",
2593
  "ENSG00000174791",
2594
  "ENSG00000174808",
2595
- "ENSG00000174837",
2596
  "ENSG00000174938",
2597
  "ENSG00000174944",
2598
  "ENSG00000174946",
 
2599
  "ENSG00000174989",
2600
  "ENSG00000175084",
 
2601
  "ENSG00000175137",
2602
  "ENSG00000175170",
2603
  "ENSG00000175206",
2604
- "ENSG00000175213",
2605
  "ENSG00000175283",
2606
  "ENSG00000175305",
2607
  "ENSG00000175318",
@@ -2618,7 +2509,6 @@
2618
  "ENSG00000175697",
2619
  "ENSG00000175707",
2620
  "ENSG00000175745",
2621
- "ENSG00000175779",
2622
  "ENSG00000175785",
2623
  "ENSG00000175787",
2624
  "ENSG00000175820",
@@ -2640,7 +2530,6 @@
2640
  "ENSG00000176293",
2641
  "ENSG00000176387",
2642
  "ENSG00000176435",
2643
- "ENSG00000176473",
2644
  "ENSG00000176595",
2645
  "ENSG00000176597",
2646
  "ENSG00000176601",
@@ -2658,7 +2547,6 @@
2658
  "ENSG00000176953",
2659
  "ENSG00000176971",
2660
  "ENSG00000177098",
2661
- "ENSG00000177125",
2662
  "ENSG00000177181",
2663
  "ENSG00000177311",
2664
  "ENSG00000177324",
@@ -2672,7 +2560,6 @@
2672
  "ENSG00000177599",
2673
  "ENSG00000177606",
2674
  "ENSG00000177614",
2675
- "ENSG00000177679",
2676
  "ENSG00000177692",
2677
  "ENSG00000177752",
2678
  "ENSG00000177791",
@@ -2694,9 +2581,12 @@
2694
  "ENSG00000178295",
2695
  "ENSG00000178343",
2696
  "ENSG00000178386",
 
2697
  "ENSG00000178409",
2698
  "ENSG00000178425",
 
2699
  "ENSG00000178502",
 
2700
  "ENSG00000178662",
2701
  "ENSG00000178665",
2702
  "ENSG00000178726",
@@ -2716,12 +2606,14 @@
2716
  "ENSG00000179284",
2717
  "ENSG00000179314",
2718
  "ENSG00000179399",
 
2719
  "ENSG00000179526",
2720
  "ENSG00000179542",
2721
  "ENSG00000179562",
2722
  "ENSG00000179593",
2723
  "ENSG00000179627",
2724
  "ENSG00000179698",
 
2725
  "ENSG00000179772",
2726
  "ENSG00000179796",
2727
  "ENSG00000179841",
@@ -2739,7 +2631,6 @@
2739
  "ENSG00000180035",
2740
  "ENSG00000180113",
2741
  "ENSG00000180155",
2742
- "ENSG00000180190",
2743
  "ENSG00000180209",
2744
  "ENSG00000180245",
2745
  "ENSG00000180257",
@@ -2763,7 +2654,7 @@
2763
  "ENSG00000180712",
2764
  "ENSG00000180785",
2765
  "ENSG00000180787",
2766
- "ENSG00000180801",
2767
  "ENSG00000180855",
2768
  "ENSG00000180871",
2769
  "ENSG00000180881",
@@ -2773,9 +2664,7 @@
2773
  "ENSG00000181036",
2774
  "ENSG00000181104",
2775
  "ENSG00000181135",
2776
- "ENSG00000181191",
2777
  "ENSG00000181195",
2778
- "ENSG00000181220",
2779
  "ENSG00000181264",
2780
  "ENSG00000181274",
2781
  "ENSG00000181333",
@@ -2787,6 +2676,7 @@
2787
  "ENSG00000181751",
2788
  "ENSG00000181754",
2789
  "ENSG00000181773",
 
2790
  "ENSG00000181790",
2791
  "ENSG00000181798",
2792
  "ENSG00000181847",
@@ -2815,16 +2705,16 @@
2815
  "ENSG00000182521",
2816
  "ENSG00000182533",
2817
  "ENSG00000182557",
2818
- "ENSG00000182578",
2819
  "ENSG00000182585",
2820
  "ENSG00000182586",
 
2821
  "ENSG00000182700",
2822
  "ENSG00000182718",
2823
  "ENSG00000182853",
2824
- "ENSG00000182873",
2825
  "ENSG00000182890",
2826
  "ENSG00000182901",
2827
  "ENSG00000182902",
 
2828
  "ENSG00000182963",
2829
  "ENSG00000182986",
2830
  "ENSG00000183019",
@@ -2847,7 +2737,6 @@
2847
  "ENSG00000183496",
2848
  "ENSG00000183530",
2849
  "ENSG00000183549",
2850
- "ENSG00000183570",
2851
  "ENSG00000183597",
2852
  "ENSG00000183625",
2853
  "ENSG00000183647",
@@ -2856,6 +2745,7 @@
2856
  "ENSG00000183690",
2857
  "ENSG00000183691",
2858
  "ENSG00000183763",
 
2859
  "ENSG00000183798",
2860
  "ENSG00000183814",
2861
  "ENSG00000183833",
@@ -2864,7 +2754,6 @@
2864
  "ENSG00000183873",
2865
  "ENSG00000183876",
2866
  "ENSG00000183914",
2867
- "ENSG00000183963",
2868
  "ENSG00000184009",
2869
  "ENSG00000184058",
2870
  "ENSG00000184068",
@@ -2885,12 +2774,12 @@
2885
  "ENSG00000184363",
2886
  "ENSG00000184378",
2887
  "ENSG00000184434",
 
2888
  "ENSG00000184445",
2889
  "ENSG00000184470",
2890
  "ENSG00000184489",
2891
  "ENSG00000184497",
2892
  "ENSG00000184502",
2893
- "ENSG00000184530",
2894
  "ENSG00000184613",
2895
  "ENSG00000184635",
2896
  "ENSG00000184661",
@@ -2902,6 +2791,7 @@
2902
  "ENSG00000184949",
2903
  "ENSG00000184967",
2904
  "ENSG00000184992",
 
2905
  "ENSG00000185015",
2906
  "ENSG00000185085",
2907
  "ENSG00000185090",
@@ -2922,7 +2812,6 @@
2922
  "ENSG00000185621",
2923
  "ENSG00000185633",
2924
  "ENSG00000185634",
2925
- "ENSG00000185650",
2926
  "ENSG00000185652",
2927
  "ENSG00000185664",
2928
  "ENSG00000185666",
@@ -2933,6 +2822,7 @@
2933
  "ENSG00000185792",
2934
  "ENSG00000185813",
2935
  "ENSG00000185842",
 
2936
  "ENSG00000185875",
2937
  "ENSG00000185880",
2938
  "ENSG00000185904",
@@ -2978,7 +2868,6 @@
2978
  "ENSG00000186960",
2979
  "ENSG00000186976",
2980
  "ENSG00000187094",
2981
- "ENSG00000187116",
2982
  "ENSG00000187122",
2983
  "ENSG00000187123",
2984
  "ENSG00000187151",
@@ -2986,7 +2875,6 @@
2986
  "ENSG00000187193",
2987
  "ENSG00000187266",
2988
  "ENSG00000187288",
2989
- "ENSG00000187372",
2990
  "ENSG00000187486",
2991
  "ENSG00000187498",
2992
  "ENSG00000187513",
@@ -2996,14 +2884,12 @@
2996
  "ENSG00000187626",
2997
  "ENSG00000187634",
2998
  "ENSG00000187715",
2999
- "ENSG00000187720",
3000
  "ENSG00000187736",
3001
  "ENSG00000187753",
3002
  "ENSG00000187773",
3003
  "ENSG00000187778",
3004
  "ENSG00000187790",
3005
  "ENSG00000187792",
3006
- "ENSG00000187800",
3007
  "ENSG00000187801",
3008
  "ENSG00000187862",
3009
  "ENSG00000187871",
@@ -3033,6 +2919,7 @@
3033
  "ENSG00000188549",
3034
  "ENSG00000188596",
3035
  "ENSG00000188613",
 
3036
  "ENSG00000188676",
3037
  "ENSG00000188687",
3038
  "ENSG00000188707",
@@ -3040,12 +2927,12 @@
3040
  "ENSG00000188738",
3041
  "ENSG00000188747",
3042
  "ENSG00000188761",
 
3043
  "ENSG00000188783",
3044
  "ENSG00000188785",
3045
  "ENSG00000188786",
3046
  "ENSG00000188868",
3047
  "ENSG00000188869",
3048
- "ENSG00000188895",
3049
  "ENSG00000188959",
3050
  "ENSG00000189045",
3051
  "ENSG00000189050",
@@ -3053,7 +2940,6 @@
3053
  "ENSG00000189058",
3054
  "ENSG00000189143",
3055
  "ENSG00000189144",
3056
- "ENSG00000189157",
3057
  "ENSG00000189164",
3058
  "ENSG00000189195",
3059
  "ENSG00000189233",
@@ -3071,7 +2957,6 @@
3071
  "ENSG00000189430",
3072
  "ENSG00000196074",
3073
  "ENSG00000196091",
3074
- "ENSG00000196110",
3075
  "ENSG00000196116",
3076
  "ENSG00000196118",
3077
  "ENSG00000196123",
@@ -3079,7 +2964,6 @@
3079
  "ENSG00000196150",
3080
  "ENSG00000196152",
3081
  "ENSG00000196155",
3082
- "ENSG00000196166",
3083
  "ENSG00000196169",
3084
  "ENSG00000196172",
3085
  "ENSG00000196177",
@@ -3087,7 +2971,6 @@
3087
  "ENSG00000196263",
3088
  "ENSG00000196296",
3089
  "ENSG00000196323",
3090
- "ENSG00000196329",
3091
  "ENSG00000196335",
3092
  "ENSG00000196345",
3093
  "ENSG00000196357",
@@ -3095,6 +2978,7 @@
3095
  "ENSG00000196368",
3096
  "ENSG00000196371",
3097
  "ENSG00000196376",
 
3098
  "ENSG00000196391",
3099
  "ENSG00000196421",
3100
  "ENSG00000196422",
@@ -3111,6 +2995,7 @@
3111
  "ENSG00000196646",
3112
  "ENSG00000196652",
3113
  "ENSG00000196653",
 
3114
  "ENSG00000196693",
3115
  "ENSG00000196739",
3116
  "ENSG00000196741",
@@ -3127,35 +3012,29 @@
3127
  "ENSG00000196981",
3128
  "ENSG00000197008",
3129
  "ENSG00000197016",
3130
- "ENSG00000197037",
3131
  "ENSG00000197044",
3132
  "ENSG00000197062",
3133
  "ENSG00000197106",
3134
  "ENSG00000197114",
3135
  "ENSG00000197128",
3136
- "ENSG00000197134",
3137
  "ENSG00000197140",
3138
  "ENSG00000197147",
3139
  "ENSG00000197181",
3140
  "ENSG00000197249",
3141
  "ENSG00000197253",
3142
  "ENSG00000197261",
3143
- "ENSG00000197301",
3144
  "ENSG00000197329",
3145
  "ENSG00000197360",
3146
  "ENSG00000197361",
3147
  "ENSG00000197362",
3148
  "ENSG00000197363",
3149
- "ENSG00000197372",
3150
  "ENSG00000197385",
3151
- "ENSG00000197406",
3152
  "ENSG00000197415",
3153
  "ENSG00000197429",
3154
  "ENSG00000197465",
3155
- "ENSG00000197479",
3156
- "ENSG00000197496",
3157
  "ENSG00000197497",
3158
  "ENSG00000197540",
 
3159
  "ENSG00000197565",
3160
  "ENSG00000197566",
3161
  "ENSG00000197584",
@@ -3175,27 +3054,25 @@
3175
  "ENSG00000197766",
3176
  "ENSG00000197769",
3177
  "ENSG00000197808",
 
3178
  "ENSG00000197816",
3179
  "ENSG00000197857",
3180
  "ENSG00000197863",
3181
  "ENSG00000197880",
3182
  "ENSG00000197885",
3183
- "ENSG00000197889",
3184
  "ENSG00000197893",
3185
  "ENSG00000197905",
3186
  "ENSG00000197933",
3187
- "ENSG00000197935",
3188
  "ENSG00000197937",
3189
  "ENSG00000197951",
3190
  "ENSG00000197959",
3191
  "ENSG00000197977",
 
3192
  "ENSG00000197980",
3193
  "ENSG00000197993",
3194
  "ENSG00000198018",
3195
- "ENSG00000198039",
3196
  "ENSG00000198046",
3197
  "ENSG00000198056",
3198
- "ENSG00000198060",
3199
  "ENSG00000198074",
3200
  "ENSG00000198088",
3201
  "ENSG00000198093",
@@ -3208,7 +3085,6 @@
3208
  "ENSG00000198182",
3209
  "ENSG00000198185",
3210
  "ENSG00000198205",
3211
- "ENSG00000198246",
3212
  "ENSG00000198270",
3213
  "ENSG00000198298",
3214
  "ENSG00000198331",
@@ -3237,6 +3113,7 @@
3237
  "ENSG00000198718",
3238
  "ENSG00000198727",
3239
  "ENSG00000198732",
 
3240
  "ENSG00000198765",
3241
  "ENSG00000198771",
3242
  "ENSG00000198780",
@@ -3259,19 +3136,18 @@
3259
  "ENSG00000198894",
3260
  "ENSG00000198898",
3261
  "ENSG00000198915",
3262
- "ENSG00000198919",
3263
  "ENSG00000198920",
3264
  "ENSG00000198924",
3265
  "ENSG00000198932",
3266
  "ENSG00000198933",
3267
  "ENSG00000198934",
3268
  "ENSG00000198938",
 
3269
  "ENSG00000198947",
3270
  "ENSG00000198948",
3271
  "ENSG00000198959",
3272
  "ENSG00000198963",
3273
  "ENSG00000203326",
3274
- "ENSG00000203446",
3275
  "ENSG00000203485",
3276
  "ENSG00000203497",
3277
  "ENSG00000203499",
@@ -3294,7 +3170,6 @@
3294
  "ENSG00000204147",
3295
  "ENSG00000204179",
3296
  "ENSG00000204241",
3297
- "ENSG00000204248",
3298
  "ENSG00000204271",
3299
  "ENSG00000204287",
3300
  "ENSG00000204301",
@@ -3303,7 +3178,6 @@
3303
  "ENSG00000204334",
3304
  "ENSG00000204380",
3305
  "ENSG00000204389",
3306
- "ENSG00000204420",
3307
  "ENSG00000204580",
3308
  "ENSG00000204592",
3309
  "ENSG00000204604",
@@ -3311,7 +3185,7 @@
3311
  "ENSG00000204682",
3312
  "ENSG00000204740",
3313
  "ENSG00000204767",
3314
- "ENSG00000204815",
3315
  "ENSG00000204882",
3316
  "ENSG00000204934",
3317
  "ENSG00000204947",
@@ -3327,6 +3201,7 @@
3327
  "ENSG00000205334",
3328
  "ENSG00000205356",
3329
  "ENSG00000205362",
 
3330
  "ENSG00000205364",
3331
  "ENSG00000205436",
3332
  "ENSG00000205542",
@@ -3336,14 +3211,16 @@
3336
  "ENSG00000205838",
3337
  "ENSG00000205853",
3338
  "ENSG00000205913",
 
 
3339
  "ENSG00000206053",
3340
  "ENSG00000206384",
3341
  "ENSG00000206530",
3342
  "ENSG00000206535",
3343
  "ENSG00000206561",
 
3344
  "ENSG00000211445",
3345
  "ENSG00000211448",
3346
- "ENSG00000211677",
3347
  "ENSG00000212916",
3348
  "ENSG00000213057",
3349
  "ENSG00000213088",
@@ -3353,12 +3230,9 @@
3353
  "ENSG00000213390",
3354
  "ENSG00000213420",
3355
  "ENSG00000213468",
3356
- "ENSG00000213512",
3357
- "ENSG00000213588",
3358
  "ENSG00000213626",
3359
  "ENSG00000213672",
3360
  "ENSG00000213694",
3361
- "ENSG00000213760",
3362
  "ENSG00000213762",
3363
  "ENSG00000213780",
3364
  "ENSG00000213799",
@@ -3370,7 +3244,6 @@
3370
  "ENSG00000214353",
3371
  "ENSG00000214376",
3372
  "ENSG00000214402",
3373
- "ENSG00000214407",
3374
  "ENSG00000214432",
3375
  "ENSG00000214456",
3376
  "ENSG00000214548",
@@ -3380,6 +3253,7 @@
3380
  "ENSG00000214872",
3381
  "ENSG00000214894",
3382
  "ENSG00000214944",
 
3383
  "ENSG00000215018",
3384
  "ENSG00000215045",
3385
  "ENSG00000215218",
@@ -3388,6 +3262,7 @@
3388
  "ENSG00000215808",
3389
  "ENSG00000215910",
3390
  "ENSG00000218018",
 
3391
  "ENSG00000219438",
3392
  "ENSG00000219607",
3393
  "ENSG00000220201",
@@ -3400,12 +3275,17 @@
3400
  "ENSG00000221955",
3401
  "ENSG00000221994",
3402
  "ENSG00000222011",
 
3403
  "ENSG00000223403",
3404
  "ENSG00000223478",
 
3405
  "ENSG00000223561",
 
 
3406
  "ENSG00000223802",
3407
  "ENSG00000223914",
3408
- "ENSG00000223923",
 
3409
  "ENSG00000224057",
3410
  "ENSG00000224074",
3411
  "ENSG00000224164",
@@ -3413,27 +3293,26 @@
3413
  "ENSG00000224238",
3414
  "ENSG00000224307",
3415
  "ENSG00000224424",
3416
- "ENSG00000224429",
3417
  "ENSG00000224509",
3418
  "ENSG00000224536",
3419
  "ENSG00000224596",
3420
  "ENSG00000224616",
3421
  "ENSG00000224687",
 
3422
  "ENSG00000224790",
3423
  "ENSG00000224805",
 
3424
  "ENSG00000224897",
3425
  "ENSG00000224934",
3426
  "ENSG00000224958",
 
3427
  "ENSG00000225234",
3428
  "ENSG00000225265",
3429
- "ENSG00000225269",
3430
- "ENSG00000225342",
3431
  "ENSG00000225361",
3432
  "ENSG00000225377",
3433
  "ENSG00000225383",
3434
  "ENSG00000225465",
3435
  "ENSG00000225572",
3436
- "ENSG00000225579",
3437
  "ENSG00000225684",
3438
  "ENSG00000225706",
3439
  "ENSG00000225731",
@@ -3446,50 +3325,50 @@
3446
  "ENSG00000225953",
3447
  "ENSG00000225968",
3448
  "ENSG00000225978",
3449
- "ENSG00000226005",
3450
  "ENSG00000226026",
3451
  "ENSG00000226029",
3452
  "ENSG00000226051",
3453
  "ENSG00000226137",
3454
  "ENSG00000226200",
3455
  "ENSG00000226263",
 
3456
  "ENSG00000226321",
3457
- "ENSG00000226445",
3458
  "ENSG00000226581",
3459
  "ENSG00000226674",
3460
  "ENSG00000226711",
 
3461
  "ENSG00000226791",
3462
  "ENSG00000226808",
3463
- "ENSG00000226835",
3464
  "ENSG00000226853",
3465
  "ENSG00000226887",
3466
- "ENSG00000226953",
3467
  "ENSG00000227014",
3468
  "ENSG00000227036",
3469
  "ENSG00000227145",
3470
- "ENSG00000227210",
3471
  "ENSG00000227252",
3472
  "ENSG00000227258",
3473
  "ENSG00000227268",
3474
  "ENSG00000227290",
3475
  "ENSG00000227345",
3476
  "ENSG00000227354",
 
3477
  "ENSG00000227471",
3478
- "ENSG00000227542",
3479
  "ENSG00000227544",
3480
  "ENSG00000227630",
3481
  "ENSG00000227868",
3482
  "ENSG00000227896",
3483
  "ENSG00000227954",
3484
- "ENSG00000228013",
3485
  "ENSG00000228058",
3486
  "ENSG00000228063",
3487
  "ENSG00000228065",
 
3488
  "ENSG00000228140",
3489
  "ENSG00000228192",
3490
  "ENSG00000228221",
 
3491
  "ENSG00000228340",
3492
  "ENSG00000228414",
 
3493
  "ENSG00000228495",
3494
  "ENSG00000228536",
3495
  "ENSG00000228594",
@@ -3504,7 +3383,6 @@
3504
  "ENSG00000229214",
3505
  "ENSG00000229267",
3506
  "ENSG00000229334",
3507
- "ENSG00000229388",
3508
  "ENSG00000229539",
3509
  "ENSG00000229619",
3510
  "ENSG00000229647",
@@ -3515,76 +3393,82 @@
3515
  "ENSG00000230013",
3516
  "ENSG00000230091",
3517
  "ENSG00000230266",
3518
- "ENSG00000230319",
3519
  "ENSG00000230366",
 
 
3520
  "ENSG00000230749",
3521
- "ENSG00000230797",
3522
  "ENSG00000230844",
3523
  "ENSG00000230910",
3524
  "ENSG00000230923",
3525
  "ENSG00000230943",
3526
- "ENSG00000231074",
3527
  "ENSG00000231105",
3528
  "ENSG00000231106",
3529
  "ENSG00000231133",
3530
  "ENSG00000231177",
3531
  "ENSG00000231298",
3532
- "ENSG00000231310",
3533
  "ENSG00000231367",
3534
  "ENSG00000231389",
3535
  "ENSG00000231407",
3536
  "ENSG00000231437",
3537
  "ENSG00000231473",
 
3538
  "ENSG00000231652",
3539
  "ENSG00000231690",
3540
  "ENSG00000231728",
3541
  "ENSG00000231742",
3542
  "ENSG00000231768",
 
3543
  "ENSG00000231817",
3544
  "ENSG00000231908",
3545
  "ENSG00000231993",
3546
  "ENSG00000232046",
 
3547
  "ENSG00000232077",
3548
  "ENSG00000232098",
3549
  "ENSG00000232118",
3550
- "ENSG00000232160",
3551
  "ENSG00000232229",
3552
  "ENSG00000232310",
3553
  "ENSG00000232352",
3554
  "ENSG00000232490",
3555
- "ENSG00000232564",
3556
  "ENSG00000232593",
3557
  "ENSG00000232606",
3558
  "ENSG00000232648",
3559
  "ENSG00000232684",
3560
  "ENSG00000232810",
3561
- "ENSG00000232940",
3562
  "ENSG00000233008",
3563
  "ENSG00000233101",
3564
  "ENSG00000233117",
 
3565
  "ENSG00000233334",
3566
  "ENSG00000233355",
3567
  "ENSG00000233436",
3568
  "ENSG00000233452",
 
3569
  "ENSG00000233521",
3570
  "ENSG00000233527",
3571
  "ENSG00000233654",
3572
  "ENSG00000233695",
3573
  "ENSG00000233705",
3574
  "ENSG00000233757",
 
3575
  "ENSG00000233791",
 
 
 
3576
  "ENSG00000234284",
3577
  "ENSG00000234350",
3578
  "ENSG00000234380",
3579
  "ENSG00000234432",
3580
  "ENSG00000234494",
3581
  "ENSG00000234546",
 
3582
  "ENSG00000234614",
3583
  "ENSG00000234663",
3584
  "ENSG00000234678",
3585
  "ENSG00000234694",
 
3586
  "ENSG00000234707",
3587
- "ENSG00000234719",
3588
  "ENSG00000234753",
3589
  "ENSG00000234754",
3590
  "ENSG00000235033",
@@ -3592,40 +3476,50 @@
3592
  "ENSG00000235159",
3593
  "ENSG00000235172",
3594
  "ENSG00000235173",
 
3595
  "ENSG00000235493",
3596
  "ENSG00000235527",
3597
  "ENSG00000235688",
3598
  "ENSG00000235740",
3599
  "ENSG00000235770",
 
3600
  "ENSG00000235865",
3601
  "ENSG00000235897",
3602
  "ENSG00000235903",
 
3603
  "ENSG00000236104",
3604
  "ENSG00000236137",
3605
  "ENSG00000236144",
3606
  "ENSG00000236200",
3607
- "ENSG00000236305",
 
 
3608
  "ENSG00000236432",
3609
  "ENSG00000236467",
 
3610
  "ENSG00000236526",
3611
  "ENSG00000236548",
 
3612
  "ENSG00000236849",
3613
  "ENSG00000236882",
 
3614
  "ENSG00000236991",
3615
  "ENSG00000237001",
3616
  "ENSG00000237036",
 
3617
  "ENSG00000237149",
3618
  "ENSG00000237166",
3619
  "ENSG00000237172",
 
 
3620
  "ENSG00000237424",
3621
- "ENSG00000237440",
3622
  "ENSG00000237491",
3623
  "ENSG00000237637",
3624
  "ENSG00000237649",
3625
  "ENSG00000237693",
3626
- "ENSG00000237742",
 
3627
  "ENSG00000237797",
3628
- "ENSG00000237807",
3629
  "ENSG00000237819",
3630
  "ENSG00000237928",
3631
  "ENSG00000237945",
@@ -3634,38 +3528,40 @@
3634
  "ENSG00000238113",
3635
  "ENSG00000238121",
3636
  "ENSG00000238160",
3637
- "ENSG00000238164",
3638
  "ENSG00000238184",
 
 
3639
  "ENSG00000239445",
3640
  "ENSG00000239474",
 
3641
  "ENSG00000239636",
3642
- "ENSG00000239705",
3643
  "ENSG00000239921",
3644
  "ENSG00000240012",
 
3645
  "ENSG00000240057",
3646
  "ENSG00000240184",
3647
  "ENSG00000240373",
3648
- "ENSG00000240449",
3649
  "ENSG00000240498",
3650
  "ENSG00000240541",
3651
  "ENSG00000240563",
3652
  "ENSG00000240583",
3653
  "ENSG00000240694",
3654
- "ENSG00000240790",
3655
  "ENSG00000240859",
 
3656
  "ENSG00000241158",
 
3657
  "ENSG00000241211",
3658
  "ENSG00000241313",
3659
- "ENSG00000241322",
3660
  "ENSG00000241544",
3661
- "ENSG00000242242",
3662
  "ENSG00000242265",
3663
  "ENSG00000242474",
 
3664
  "ENSG00000242516",
 
3665
  "ENSG00000242622",
3666
  "ENSG00000242641",
3667
  "ENSG00000242767",
3668
- "ENSG00000242908",
3669
  "ENSG00000243244",
3670
  "ENSG00000243414",
3671
  "ENSG00000243701",
@@ -3683,18 +3579,20 @@
3683
  "ENSG00000245384",
3684
  "ENSG00000245522",
3685
  "ENSG00000245532",
3686
- "ENSG00000245552",
3687
  "ENSG00000245614",
3688
  "ENSG00000245750",
3689
  "ENSG00000245888",
 
3690
  "ENSG00000246174",
 
3691
  "ENSG00000246339",
3692
- "ENSG00000246379",
3693
  "ENSG00000246430",
3694
  "ENSG00000246523",
 
3695
  "ENSG00000246898",
3696
  "ENSG00000247081",
3697
  "ENSG00000247095",
 
3698
  "ENSG00000247199",
3699
  "ENSG00000247400",
3700
  "ENSG00000247626",
@@ -3702,74 +3600,89 @@
3702
  "ENSG00000247746",
3703
  "ENSG00000247796",
3704
  "ENSG00000247877",
 
3705
  "ENSG00000247950",
3706
- "ENSG00000248019",
3707
  "ENSG00000248079",
 
3708
  "ENSG00000248174",
 
 
3709
  "ENSG00000248441",
3710
  "ENSG00000248464",
3711
  "ENSG00000248483",
3712
  "ENSG00000248677",
 
3713
  "ENSG00000248727",
3714
  "ENSG00000248746",
3715
  "ENSG00000248866",
3716
  "ENSG00000248925",
3717
- "ENSG00000249087",
3718
  "ENSG00000249096",
 
3719
  "ENSG00000249378",
3720
  "ENSG00000249471",
3721
  "ENSG00000249494",
3722
  "ENSG00000249532",
3723
  "ENSG00000249572",
 
3724
  "ENSG00000249669",
3725
- "ENSG00000249673",
3726
  "ENSG00000249736",
3727
  "ENSG00000249898",
3728
  "ENSG00000250072",
3729
  "ENSG00000250073",
3730
  "ENSG00000250131",
 
3731
  "ENSG00000250155",
3732
- "ENSG00000250159",
3733
  "ENSG00000250320",
3734
  "ENSG00000250331",
3735
  "ENSG00000250334",
3736
- "ENSG00000250490",
3737
  "ENSG00000250548",
3738
  "ENSG00000250582",
3739
  "ENSG00000250634",
3740
  "ENSG00000250673",
 
 
3741
  "ENSG00000250802",
3742
- "ENSG00000250891",
 
3743
  "ENSG00000251165",
3744
  "ENSG00000251209",
3745
- "ENSG00000251247",
3746
  "ENSG00000251301",
3747
  "ENSG00000251323",
 
3748
  "ENSG00000251363",
3749
  "ENSG00000251369",
3750
  "ENSG00000251381",
3751
  "ENSG00000251396",
 
3752
  "ENSG00000251450",
3753
  "ENSG00000251562",
 
3754
  "ENSG00000253133",
 
3755
  "ENSG00000253368",
 
3756
  "ENSG00000253408",
3757
  "ENSG00000253535",
3758
  "ENSG00000253537",
3759
  "ENSG00000253559",
3760
  "ENSG00000253661",
3761
  "ENSG00000253710",
 
3762
  "ENSG00000253731",
3763
- "ENSG00000253733",
3764
  "ENSG00000253807",
3765
  "ENSG00000253873",
3766
  "ENSG00000253910",
3767
  "ENSG00000253958",
3768
  "ENSG00000254122",
3769
- "ENSG00000254139",
3770
  "ENSG00000254233",
3771
  "ENSG00000254245",
3772
  "ENSG00000254300",
 
 
3773
  "ENSG00000254453",
3774
  "ENSG00000254469",
3775
  "ENSG00000254470",
@@ -3777,11 +3690,13 @@
3777
  "ENSG00000254535",
3778
  "ENSG00000254542",
3779
  "ENSG00000254685",
 
3780
  "ENSG00000254726",
3781
  "ENSG00000254966",
3782
  "ENSG00000255008",
3783
  "ENSG00000255052",
3784
  "ENSG00000255100",
 
3785
  "ENSG00000255337",
3786
  "ENSG00000255363",
3787
  "ENSG00000255474",
@@ -3791,25 +3706,28 @@
3791
  "ENSG00000256087",
3792
  "ENSG00000256229",
3793
  "ENSG00000256294",
 
3794
  "ENSG00000256628",
3795
  "ENSG00000256751",
3796
  "ENSG00000256771",
3797
  "ENSG00000256806",
 
3798
  "ENSG00000257017",
3799
- "ENSG00000257038",
3800
  "ENSG00000257093",
3801
  "ENSG00000257135",
3802
  "ENSG00000257167",
 
 
3803
  "ENSG00000257354",
3804
  "ENSG00000257446",
3805
  "ENSG00000257497",
 
3806
  "ENSG00000257556",
3807
  "ENSG00000258057",
3808
- "ENSG00000258096",
3809
  "ENSG00000258227",
3810
  "ENSG00000258376",
3811
  "ENSG00000258405",
3812
- "ENSG00000258413",
3813
  "ENSG00000258479",
3814
  "ENSG00000258484",
3815
  "ENSG00000258708",
@@ -3819,6 +3737,8 @@
3819
  "ENSG00000258733",
3820
  "ENSG00000258738",
3821
  "ENSG00000258754",
 
 
3822
  "ENSG00000258940",
3823
  "ENSG00000258947",
3824
  "ENSG00000258955",
@@ -3827,93 +3747,116 @@
3827
  "ENSG00000259134",
3828
  "ENSG00000259291",
3829
  "ENSG00000259330",
3830
- "ENSG00000259343",
3831
  "ENSG00000259349",
 
3832
  "ENSG00000259416",
3833
  "ENSG00000259520",
3834
  "ENSG00000259577",
3835
  "ENSG00000259583",
3836
- "ENSG00000259642",
3837
- "ENSG00000259705",
3838
  "ENSG00000259802",
3839
  "ENSG00000259867",
3840
  "ENSG00000259883",
3841
  "ENSG00000259943",
 
 
 
3842
  "ENSG00000260101",
 
3843
  "ENSG00000260135",
3844
  "ENSG00000260192",
3845
  "ENSG00000260219",
3846
  "ENSG00000260228",
3847
  "ENSG00000260236",
 
 
 
3848
  "ENSG00000260278",
3849
  "ENSG00000260281",
3850
  "ENSG00000260317",
3851
- "ENSG00000260329",
3852
  "ENSG00000260372",
3853
  "ENSG00000260388",
 
3854
  "ENSG00000260439",
3855
  "ENSG00000260455",
3856
  "ENSG00000260475",
 
3857
  "ENSG00000260526",
3858
  "ENSG00000260572",
3859
  "ENSG00000260625",
 
3860
  "ENSG00000260742",
3861
- "ENSG00000260778",
3862
  "ENSG00000260804",
3863
  "ENSG00000260806",
3864
  "ENSG00000260876",
3865
  "ENSG00000260910",
 
3866
  "ENSG00000260942",
3867
  "ENSG00000260992",
3868
  "ENSG00000261008",
 
 
3869
  "ENSG00000261188",
3870
  "ENSG00000261302",
3871
- "ENSG00000261326",
3872
  "ENSG00000261371",
3873
  "ENSG00000261390",
3874
  "ENSG00000261420",
3875
  "ENSG00000261441",
3876
  "ENSG00000261485",
3877
- "ENSG00000261488",
3878
  "ENSG00000261504",
 
 
3879
  "ENSG00000261644",
3880
  "ENSG00000261801",
 
3881
  "ENSG00000261934",
 
3882
  "ENSG00000262117",
3883
  "ENSG00000262155",
 
3884
  "ENSG00000262468",
3885
  "ENSG00000262655",
3886
  "ENSG00000263002",
3887
  "ENSG00000263004",
 
3888
  "ENSG00000263155",
 
3889
  "ENSG00000263400",
3890
- "ENSG00000264589",
3891
  "ENSG00000264672",
3892
  "ENSG00000264954",
3893
- "ENSG00000264964",
3894
  "ENSG00000265096",
 
3895
  "ENSG00000265485",
3896
  "ENSG00000265692",
 
3897
  "ENSG00000265817",
 
3898
  "ENSG00000265972",
3899
  "ENSG00000266010",
3900
  "ENSG00000266053",
3901
  "ENSG00000266258",
3902
- "ENSG00000266289",
3903
  "ENSG00000266473",
3904
  "ENSG00000266904",
3905
- "ENSG00000266962",
 
 
 
3906
  "ENSG00000267060",
3907
  "ENSG00000267064",
 
3908
  "ENSG00000267270",
 
3909
  "ENSG00000267278",
3910
  "ENSG00000267280",
3911
  "ENSG00000267296",
3912
  "ENSG00000267325",
 
3913
  "ENSG00000267337",
3914
  "ENSG00000267348",
3915
  "ENSG00000267365",
3916
- "ENSG00000267374",
3917
  "ENSG00000267402",
3918
  "ENSG00000267414",
3919
  "ENSG00000267416",
@@ -3924,81 +3867,138 @@
3924
  "ENSG00000267549",
3925
  "ENSG00000267680",
3926
  "ENSG00000267690",
 
3927
  "ENSG00000267751",
3928
  "ENSG00000267767",
3929
- "ENSG00000267871",
 
 
 
3930
  "ENSG00000269067",
3931
  "ENSG00000269235",
3932
- "ENSG00000269303",
 
3933
  "ENSG00000269343",
3934
  "ENSG00000269696",
3935
  "ENSG00000269858",
 
3936
  "ENSG00000269959",
 
 
 
 
 
3937
  "ENSG00000270084",
 
 
3938
  "ENSG00000270141",
3939
- "ENSG00000270164",
3940
  "ENSG00000270194",
 
3941
  "ENSG00000270362",
3942
  "ENSG00000270547",
 
 
 
3943
  "ENSG00000270820",
 
3944
  "ENSG00000270964",
3945
  "ENSG00000271122",
3946
- "ENSG00000271133",
3947
  "ENSG00000271270",
3948
  "ENSG00000271334",
 
3949
  "ENSG00000271474",
3950
- "ENSG00000271503",
3951
  "ENSG00000271538",
3952
  "ENSG00000271643",
 
 
 
3953
  "ENSG00000271826",
 
3954
  "ENSG00000271849",
 
 
3955
  "ENSG00000271991",
 
 
3956
  "ENSG00000272138",
3957
  "ENSG00000272142",
3958
  "ENSG00000272145",
 
 
 
 
 
 
3959
  "ENSG00000272374",
 
3960
  "ENSG00000272398",
 
3961
  "ENSG00000272462",
 
 
 
 
3962
  "ENSG00000272523",
3963
  "ENSG00000272525",
3964
  "ENSG00000272562",
3965
  "ENSG00000272568",
3966
  "ENSG00000272604",
3967
  "ENSG00000272620",
 
3968
  "ENSG00000272663",
3969
  "ENSG00000272677",
3970
  "ENSG00000272686",
 
 
 
 
 
3971
  "ENSG00000272841",
3972
  "ENSG00000272853",
 
 
 
3973
  "ENSG00000272913",
 
 
 
 
 
 
3974
  "ENSG00000273117",
3975
  "ENSG00000273125",
 
 
 
 
3976
  "ENSG00000273173",
 
 
 
 
3977
  "ENSG00000273253",
 
3978
  "ENSG00000273274",
 
3979
  "ENSG00000273297",
 
 
 
3980
  "ENSG00000273344",
3981
- "ENSG00000273356",
 
 
3982
  "ENSG00000273382",
 
 
3983
  "ENSG00000274286",
3984
- "ENSG00000274736",
3985
- "ENSG00000275004",
3986
- "ENSG00000275302",
3987
- "ENSG00000275395",
3988
- "ENSG00000275835",
3989
- "ENSG00000276070",
3990
  "ENSG00000276231",
3991
- "ENSG00000276293",
3992
- "ENSG00000276600",
3993
- "ENSG00000277161",
3994
- "ENSG00000277363",
3995
- "ENSG00000277632",
3996
  "ENSG00000278129",
3997
- "ENSG00000278619",
3998
  "ENSG00000278828",
3999
  "ENSG00000280670",
4000
- "ENSG00000280927",
4001
- "ENSG00000281491",
4002
  "ENSG00000291237"
4003
  ],
4004
  "label_categories": [
@@ -4022,6 +4022,7 @@
4022
  "mature NK T cell",
4023
  "mesenchymal cell",
4024
  "mesenchymal stem cell",
 
4025
  "monocyte",
4026
  "myeloid dendritic cell",
4027
  "natural killer cell",
 
5
  "ENSG00000001167",
6
  "ENSG00000001460",
7
  "ENSG00000001497",
 
8
  "ENSG00000002746",
 
9
  "ENSG00000003509",
10
  "ENSG00000003989",
11
  "ENSG00000004139",
 
24
  "ENSG00000005448",
25
  "ENSG00000005469",
26
  "ENSG00000005471",
27
+ "ENSG00000005513",
28
  "ENSG00000005981",
29
  "ENSG00000006128",
30
  "ENSG00000006210",
 
55
  "ENSG00000010165",
56
  "ENSG00000010278",
57
  "ENSG00000010282",
 
58
  "ENSG00000010379",
59
  "ENSG00000010438",
 
60
  "ENSG00000010932",
 
61
  "ENSG00000011143",
62
  "ENSG00000011422",
63
  "ENSG00000011426",
 
88
  "ENSG00000021826",
89
  "ENSG00000022267",
90
  "ENSG00000022976",
 
91
  "ENSG00000023839",
92
  "ENSG00000024422",
 
 
93
  "ENSG00000026751",
94
  "ENSG00000027001",
95
  "ENSG00000027644",
 
103
  "ENSG00000034971",
104
  "ENSG00000035499",
105
  "ENSG00000035664",
 
106
  "ENSG00000036054",
107
  "ENSG00000036473",
108
  "ENSG00000036530",
109
  "ENSG00000037280",
110
  "ENSG00000038210",
111
  "ENSG00000039139",
112
+ "ENSG00000039537",
113
+ "ENSG00000039987",
114
  "ENSG00000040275",
115
  "ENSG00000040487",
116
  "ENSG00000041353",
 
140
  "ENSG00000053438",
141
  "ENSG00000053702",
142
  "ENSG00000053770",
 
143
  "ENSG00000054392",
144
  "ENSG00000054690",
145
  "ENSG00000054803",
146
  "ENSG00000054938",
 
 
147
  "ENSG00000055163",
148
  "ENSG00000055732",
149
+ "ENSG00000055813",
150
  "ENSG00000056736",
151
  "ENSG00000057294",
152
  "ENSG00000058729",
 
153
  "ENSG00000059804",
154
  "ENSG00000060642",
155
  "ENSG00000060709",
156
  "ENSG00000060718",
157
  "ENSG00000060749",
 
158
  "ENSG00000061337",
159
  "ENSG00000061918",
160
  "ENSG00000063015",
 
163
  "ENSG00000064218",
164
  "ENSG00000064547",
165
  "ENSG00000064692",
 
166
  "ENSG00000064787",
167
  "ENSG00000064886",
168
  "ENSG00000064933",
 
170
  "ENSG00000065054",
171
  "ENSG00000065325",
172
  "ENSG00000065361",
 
173
  "ENSG00000065534",
174
  "ENSG00000065609",
175
  "ENSG00000065621",
 
187
  "ENSG00000067715",
188
  "ENSG00000067798",
189
  "ENSG00000067842",
 
190
  "ENSG00000068079",
191
  "ENSG00000068097",
192
  "ENSG00000068615",
 
199
  "ENSG00000069482",
200
  "ENSG00000069535",
201
  "ENSG00000069764",
 
202
  "ENSG00000069998",
203
  "ENSG00000070159",
204
  "ENSG00000070193",
205
  "ENSG00000070269",
 
206
  "ENSG00000070601",
207
  "ENSG00000070808",
208
  "ENSG00000070950",
 
251
  "ENSG00000076650",
252
  "ENSG00000076706",
253
  "ENSG00000076864",
 
 
254
  "ENSG00000077454",
255
  "ENSG00000077522",
256
  "ENSG00000077942",
 
258
  "ENSG00000077984",
259
  "ENSG00000078018",
260
  "ENSG00000078053",
 
261
  "ENSG00000078401",
262
  "ENSG00000078725",
263
  "ENSG00000078804",
264
  "ENSG00000079112",
265
  "ENSG00000079263",
266
  "ENSG00000079385",
267
+ "ENSG00000079393",
268
  "ENSG00000079435",
269
  "ENSG00000079739",
270
  "ENSG00000079841",
 
274
  "ENSG00000080644",
275
  "ENSG00000080824",
276
  "ENSG00000080839",
 
277
  "ENSG00000081026",
278
  "ENSG00000081041",
279
  "ENSG00000081177",
280
  "ENSG00000081248",
281
  "ENSG00000081277",
282
  "ENSG00000081307",
 
283
  "ENSG00000081853",
284
  "ENSG00000082126",
285
  "ENSG00000082175",
286
  "ENSG00000082196",
287
  "ENSG00000082269",
288
  "ENSG00000082438",
 
289
  "ENSG00000082482",
290
  "ENSG00000082497",
291
  "ENSG00000082684",
292
  "ENSG00000082898",
293
  "ENSG00000083444",
 
294
  "ENSG00000083814",
295
  "ENSG00000083817",
296
  "ENSG00000083828",
297
  "ENSG00000083838",
298
  "ENSG00000083857",
 
299
  "ENSG00000084110",
300
  "ENSG00000084674",
301
  "ENSG00000084734",
302
  "ENSG00000085063",
303
  "ENSG00000085117",
304
  "ENSG00000085276",
 
305
  "ENSG00000085465",
306
  "ENSG00000085514",
307
  "ENSG00000085644",
 
324
  "ENSG00000087495",
325
  "ENSG00000087586",
326
  "ENSG00000088305",
 
327
  "ENSG00000088325",
328
  "ENSG00000088882",
329
  "ENSG00000089091",
 
342
  "ENSG00000090612",
343
  "ENSG00000090889",
344
  "ENSG00000090924",
 
345
  "ENSG00000090971",
346
  "ENSG00000091129",
347
  "ENSG00000091136",
 
387
  "ENSG00000099889",
388
  "ENSG00000099899",
389
  "ENSG00000099937",
 
390
  "ENSG00000099957",
391
  "ENSG00000099994",
 
392
  "ENSG00000100024",
393
  "ENSG00000100095",
394
  "ENSG00000100105",
 
421
  "ENSG00000100906",
422
  "ENSG00000100968",
423
  "ENSG00000101003",
 
424
  "ENSG00000101082",
425
  "ENSG00000101144",
426
  "ENSG00000101152",
 
436
  "ENSG00000101331",
437
  "ENSG00000101333",
438
  "ENSG00000101353",
 
439
  "ENSG00000101425",
440
  "ENSG00000101439",
441
  "ENSG00000101442",
 
448
  "ENSG00000101665",
449
  "ENSG00000101670",
450
  "ENSG00000101680",
 
451
  "ENSG00000101825",
452
  "ENSG00000101846",
453
  "ENSG00000101850",
 
465
  "ENSG00000102265",
466
  "ENSG00000102271",
467
  "ENSG00000102287",
 
468
  "ENSG00000102383",
469
  "ENSG00000102384",
470
  "ENSG00000102393",
471
  "ENSG00000102452",
 
472
  "ENSG00000102606",
473
  "ENSG00000102678",
474
  "ENSG00000102683",
 
485
  "ENSG00000102921",
486
  "ENSG00000102934",
487
  "ENSG00000102967",
 
488
  "ENSG00000102981",
489
  "ENSG00000103037",
490
  "ENSG00000103044",
 
504
  "ENSG00000103460",
505
  "ENSG00000103485",
506
  "ENSG00000103494",
 
507
  "ENSG00000103540",
508
  "ENSG00000103591",
509
  "ENSG00000103653",
 
528
  "ENSG00000104723",
529
  "ENSG00000104812",
530
  "ENSG00000104833",
 
531
  "ENSG00000104879",
532
  "ENSG00000104884",
533
  "ENSG00000104899",
534
  "ENSG00000104921",
535
  "ENSG00000104969",
536
  "ENSG00000104972",
 
537
  "ENSG00000105048",
538
  "ENSG00000105072",
539
  "ENSG00000105131",
 
548
  "ENSG00000105497",
549
  "ENSG00000105509",
550
  "ENSG00000105516",
 
551
  "ENSG00000105538",
552
  "ENSG00000105613",
553
  "ENSG00000105642",
554
  "ENSG00000105655",
555
  "ENSG00000105664",
556
  "ENSG00000105668",
 
557
  "ENSG00000105732",
558
  "ENSG00000105750",
559
  "ENSG00000105784",
 
563
  "ENSG00000105854",
564
  "ENSG00000105855",
565
  "ENSG00000105875",
566
+ "ENSG00000105948",
567
  "ENSG00000105967",
568
  "ENSG00000105974",
569
  "ENSG00000105982",
 
578
  "ENSG00000106278",
579
  "ENSG00000106327",
580
  "ENSG00000106328",
 
581
  "ENSG00000106366",
582
  "ENSG00000106477",
583
  "ENSG00000106483",
584
  "ENSG00000106484",
585
  "ENSG00000106511",
586
  "ENSG00000106526",
 
587
  "ENSG00000106636",
588
  "ENSG00000106686",
589
  "ENSG00000106692",
 
592
  "ENSG00000106809",
593
  "ENSG00000106819",
594
  "ENSG00000107036",
595
+ "ENSG00000107105",
596
  "ENSG00000107147",
597
  "ENSG00000107159",
598
  "ENSG00000107372",
 
607
  "ENSG00000107954",
608
  "ENSG00000107960",
609
  "ENSG00000108018",
 
610
  "ENSG00000108176",
611
  "ENSG00000108187",
612
  "ENSG00000108255",
 
617
  "ENSG00000108395",
618
  "ENSG00000108405",
619
  "ENSG00000108423",
620
+ "ENSG00000108448",
621
  "ENSG00000108515",
622
  "ENSG00000108551",
623
  "ENSG00000108599",
 
633
  "ENSG00000108839",
634
  "ENSG00000108852",
635
  "ENSG00000108878",
636
+ "ENSG00000109061",
637
  "ENSG00000109063",
638
  "ENSG00000109321",
639
  "ENSG00000109436",
 
642
  "ENSG00000109501",
643
  "ENSG00000109511",
644
  "ENSG00000109576",
 
645
  "ENSG00000109738",
646
  "ENSG00000109814",
647
  "ENSG00000109819",
 
651
  "ENSG00000109991",
652
  "ENSG00000110013",
653
  "ENSG00000110042",
 
654
  "ENSG00000110169",
655
  "ENSG00000110218",
656
  "ENSG00000110427",
657
  "ENSG00000110436",
 
658
  "ENSG00000110723",
659
  "ENSG00000110799",
660
  "ENSG00000110848",
 
682
  "ENSG00000111653",
683
  "ENSG00000111664",
684
  "ENSG00000111696",
 
685
  "ENSG00000111731",
686
  "ENSG00000111732",
687
  "ENSG00000111796",
 
701
  "ENSG00000112218",
702
  "ENSG00000112246",
703
  "ENSG00000112276",
 
 
704
  "ENSG00000112294",
705
  "ENSG00000112303",
706
  "ENSG00000112367",
 
707
  "ENSG00000112414",
708
  "ENSG00000112499",
 
709
  "ENSG00000112562",
710
  "ENSG00000112685",
 
711
  "ENSG00000112773",
712
  "ENSG00000112782",
713
  "ENSG00000112796",
714
  "ENSG00000112902",
715
+ "ENSG00000112936",
716
  "ENSG00000112981",
717
  "ENSG00000112992",
718
  "ENSG00000113083",
719
  "ENSG00000113119",
720
  "ENSG00000113140",
721
  "ENSG00000113161",
 
 
722
  "ENSG00000113231",
 
723
  "ENSG00000113272",
724
  "ENSG00000113296",
725
  "ENSG00000113361",
726
  "ENSG00000113369",
 
727
  "ENSG00000113578",
728
  "ENSG00000113594",
729
  "ENSG00000113721",
 
755
  "ENSG00000115241",
756
  "ENSG00000115255",
757
  "ENSG00000115282",
 
 
758
  "ENSG00000115361",
759
  "ENSG00000115363",
760
  "ENSG00000115365",
 
773
  "ENSG00000115593",
774
  "ENSG00000115596",
775
  "ENSG00000115602",
 
776
  "ENSG00000115616",
777
  "ENSG00000115641",
778
  "ENSG00000115687",
779
  "ENSG00000115738",
780
  "ENSG00000115806",
781
  "ENSG00000115827",
 
782
  "ENSG00000115956",
783
  "ENSG00000115963",
784
  "ENSG00000115993",
 
789
  "ENSG00000116133",
790
  "ENSG00000116141",
791
  "ENSG00000116147",
 
792
  "ENSG00000116183",
793
  "ENSG00000116191",
 
794
  "ENSG00000116285",
795
  "ENSG00000116299",
796
  "ENSG00000116661",
 
800
  "ENSG00000116741",
801
  "ENSG00000116748",
802
  "ENSG00000116771",
 
803
  "ENSG00000116809",
804
  "ENSG00000116830",
805
  "ENSG00000116833",
806
  "ENSG00000116852",
807
  "ENSG00000116863",
808
  "ENSG00000116885",
809
+ "ENSG00000116922",
810
  "ENSG00000116962",
811
  "ENSG00000116985",
812
  "ENSG00000117013",
 
815
  "ENSG00000117143",
816
  "ENSG00000117152",
817
  "ENSG00000117154",
818
+ "ENSG00000117155",
819
  "ENSG00000117266",
820
  "ENSG00000117281",
821
  "ENSG00000117308",
 
823
  "ENSG00000117394",
824
  "ENSG00000117400",
825
  "ENSG00000117472",
 
826
  "ENSG00000117479",
827
  "ENSG00000117480",
828
+ "ENSG00000117525",
829
  "ENSG00000117528",
830
  "ENSG00000117586",
 
831
  "ENSG00000117595",
832
  "ENSG00000117597",
833
+ "ENSG00000117598",
834
  "ENSG00000117600",
835
  "ENSG00000117640",
836
  "ENSG00000117707",
837
  "ENSG00000117724",
 
838
  "ENSG00000117971",
839
  "ENSG00000118004",
840
  "ENSG00000118137",
841
+ "ENSG00000118193",
842
  "ENSG00000118276",
843
  "ENSG00000118307",
844
  "ENSG00000118369",
 
846
  "ENSG00000118432",
847
  "ENSG00000118473",
848
  "ENSG00000118492",
849
+ "ENSG00000118514",
850
  "ENSG00000118515",
851
  "ENSG00000118520",
852
  "ENSG00000118523",
853
  "ENSG00000118526",
854
  "ENSG00000118557",
 
855
  "ENSG00000118729",
856
  "ENSG00000118785",
857
  "ENSG00000118849",
 
871
  "ENSG00000119698",
872
  "ENSG00000119703",
873
  "ENSG00000119714",
 
874
  "ENSG00000119777",
875
  "ENSG00000119912",
876
  "ENSG00000119915",
 
887
  "ENSG00000120159",
888
  "ENSG00000120217",
889
  "ENSG00000120280",
 
890
  "ENSG00000120332",
891
  "ENSG00000120333",
892
  "ENSG00000120337",
 
896
  "ENSG00000120645",
897
  "ENSG00000120662",
898
  "ENSG00000120694",
 
899
  "ENSG00000120708",
900
  "ENSG00000120725",
901
  "ENSG00000120729",
 
909
  "ENSG00000121152",
910
  "ENSG00000121207",
911
  "ENSG00000121236",
 
912
  "ENSG00000121361",
913
  "ENSG00000121406",
914
  "ENSG00000121454",
 
918
  "ENSG00000121680",
919
  "ENSG00000121690",
920
  "ENSG00000121742",
921
+ "ENSG00000121764",
922
  "ENSG00000121871",
923
  "ENSG00000121903",
924
  "ENSG00000121957",
 
926
  "ENSG00000122012",
927
  "ENSG00000122122",
928
  "ENSG00000122176",
929
+ "ENSG00000122180",
930
  "ENSG00000122188",
931
  "ENSG00000122224",
932
  "ENSG00000122299",
933
  "ENSG00000122367",
934
  "ENSG00000122386",
935
  "ENSG00000122420",
 
936
  "ENSG00000122482",
937
  "ENSG00000122574",
938
  "ENSG00000122585",
 
946
  "ENSG00000123358",
947
  "ENSG00000123453",
948
  "ENSG00000123473",
 
949
  "ENSG00000123560",
950
  "ENSG00000123570",
951
  "ENSG00000123572",
 
961
  "ENSG00000124215",
962
  "ENSG00000124216",
963
  "ENSG00000124217",
964
+ "ENSG00000124302",
965
  "ENSG00000124343",
966
  "ENSG00000124429",
967
  "ENSG00000124459",
 
971
  "ENSG00000124574",
972
  "ENSG00000124610",
973
  "ENSG00000124613",
 
974
  "ENSG00000124641",
975
  "ENSG00000124701",
976
  "ENSG00000124721",
977
  "ENSG00000124772",
978
+ "ENSG00000124818",
979
  "ENSG00000124839",
980
  "ENSG00000124875",
981
  "ENSG00000124882",
 
986
  "ENSG00000125170",
987
  "ENSG00000125245",
988
  "ENSG00000125247",
 
989
  "ENSG00000125319",
990
  "ENSG00000125355",
991
  "ENSG00000125409",
992
+ "ENSG00000125414",
993
  "ENSG00000125430",
994
  "ENSG00000125482",
995
  "ENSG00000125538",
996
  "ENSG00000125630",
997
  "ENSG00000125675",
998
+ "ENSG00000125730",
999
  "ENSG00000125741",
1000
  "ENSG00000125775",
1001
  "ENSG00000125813",
 
1017
  "ENSG00000126814",
1018
  "ENSG00000126821",
1019
  "ENSG00000126822",
 
1020
  "ENSG00000126861",
1021
  "ENSG00000126878",
1022
  "ENSG00000126950",
 
1023
  "ENSG00000127074",
1024
  "ENSG00000127083",
1025
  "ENSG00000127241",
1026
  "ENSG00000127252",
1027
  "ENSG00000127324",
 
1028
  "ENSG00000127328",
1029
  "ENSG00000127399",
1030
  "ENSG00000127423",
 
1055
  "ENSG00000128606",
1056
  "ENSG00000128617",
1057
  "ENSG00000128641",
 
1058
  "ENSG00000128694",
1059
  "ENSG00000128709",
1060
  "ENSG00000128849",
 
1114
  "ENSG00000131097",
1115
  "ENSG00000131127",
1116
  "ENSG00000131149",
1117
+ "ENSG00000131187",
1118
  "ENSG00000131203",
1119
  "ENSG00000131242",
1120
  "ENSG00000131355",
 
1124
  "ENSG00000131711",
1125
  "ENSG00000131730",
1126
  "ENSG00000131747",
 
1127
  "ENSG00000131845",
1128
  "ENSG00000131849",
1129
  "ENSG00000131941",
 
1130
  "ENSG00000131944",
1131
  "ENSG00000131951",
1132
  "ENSG00000132000",
 
1153
  "ENSG00000132554",
1154
  "ENSG00000132600",
1155
  "ENSG00000132623",
 
1156
  "ENSG00000132640",
 
1157
  "ENSG00000132718",
1158
  "ENSG00000132740",
1159
  "ENSG00000132749",
 
1172
  "ENSG00000133069",
1173
  "ENSG00000133083",
1174
  "ENSG00000133103",
 
1175
  "ENSG00000133110",
1176
  "ENSG00000133138",
1177
  "ENSG00000133169",
 
1186
  "ENSG00000133640",
1187
  "ENSG00000133661",
1188
  "ENSG00000133710",
 
1189
  "ENSG00000133800",
1190
  "ENSG00000133835",
1191
  "ENSG00000133878",
 
1197
  "ENSG00000134201",
1198
  "ENSG00000134222",
1199
  "ENSG00000134243",
 
1200
  "ENSG00000134253",
1201
  "ENSG00000134321",
1202
  "ENSG00000134326",
 
1211
  "ENSG00000134569",
1212
  "ENSG00000134571",
1213
  "ENSG00000134602",
 
1214
  "ENSG00000134668",
1215
  "ENSG00000134690",
1216
  "ENSG00000134697",
 
1220
  "ENSG00000134853",
1221
  "ENSG00000134864",
1222
  "ENSG00000134873",
 
1223
  "ENSG00000134917",
1224
  "ENSG00000134962",
1225
  "ENSG00000135046",
 
1253
  "ENSG00000135740",
1254
  "ENSG00000135744",
1255
  "ENSG00000135821",
 
1256
  "ENSG00000135828",
1257
  "ENSG00000135862",
1258
  "ENSG00000135903",
 
1261
  "ENSG00000135917",
1262
  "ENSG00000135919",
1263
  "ENSG00000136011",
 
1264
  "ENSG00000136110",
1265
  "ENSG00000136144",
1266
  "ENSG00000136160",
 
1276
  "ENSG00000136492",
1277
  "ENSG00000136514",
1278
  "ENSG00000136518",
 
1279
  "ENSG00000136546",
1280
  "ENSG00000136634",
1281
  "ENSG00000136689",
 
1285
  "ENSG00000136828",
1286
  "ENSG00000136842",
1287
  "ENSG00000136866",
 
1288
  "ENSG00000136872",
1289
  "ENSG00000136928",
 
1290
  "ENSG00000136943",
1291
  "ENSG00000136982",
1292
  "ENSG00000136997",
1293
  "ENSG00000136999",
1294
  "ENSG00000137054",
1295
  "ENSG00000137077",
1296
+ "ENSG00000137094",
1297
  "ENSG00000137101",
1298
  "ENSG00000137135",
1299
  "ENSG00000137177",
 
1307
  "ENSG00000137434",
1308
  "ENSG00000137441",
1309
  "ENSG00000137460",
 
1310
  "ENSG00000137501",
1311
  "ENSG00000137504",
1312
  "ENSG00000137561",
1313
  "ENSG00000137575",
1314
  "ENSG00000137656",
1315
  "ENSG00000137672",
1316
+ "ENSG00000137675",
1317
  "ENSG00000137699",
1318
  "ENSG00000137760",
 
1319
  "ENSG00000137801",
1320
  "ENSG00000137806",
1321
  "ENSG00000137807",
 
1333
  "ENSG00000138061",
1334
  "ENSG00000138068",
1335
  "ENSG00000138078",
 
1336
  "ENSG00000138095",
1337
  "ENSG00000138100",
1338
  "ENSG00000138131",
 
1341
  "ENSG00000138138",
1342
  "ENSG00000138160",
1343
  "ENSG00000138231",
1344
+ "ENSG00000138315",
1345
  "ENSG00000138347",
1346
  "ENSG00000138356",
 
1347
  "ENSG00000138400",
1348
  "ENSG00000138411",
1349
  "ENSG00000138435",
1350
  "ENSG00000138442",
 
 
1351
  "ENSG00000138614",
1352
  "ENSG00000138615",
1353
  "ENSG00000138640",
1354
  "ENSG00000138642",
 
1355
  "ENSG00000138669",
1356
  "ENSG00000138675",
1357
  "ENSG00000138722",
 
1384
  "ENSG00000139354",
1385
  "ENSG00000139405",
1386
  "ENSG00000139436",
 
1387
  "ENSG00000139445",
1388
  "ENSG00000139508",
1389
  "ENSG00000139517",
 
1427
  "ENSG00000140563",
1428
  "ENSG00000140598",
1429
  "ENSG00000140600",
 
1430
  "ENSG00000140829",
1431
  "ENSG00000140873",
1432
  "ENSG00000140932",
1433
  "ENSG00000140937",
1434
  "ENSG00000140986",
 
1435
  "ENSG00000140993",
1436
  "ENSG00000141034",
1437
  "ENSG00000141040",
 
1442
  "ENSG00000141338",
1443
  "ENSG00000141431",
1444
  "ENSG00000141434",
 
1445
  "ENSG00000141469",
1446
  "ENSG00000141519",
1447
  "ENSG00000141527",
 
1457
  "ENSG00000142233",
1458
  "ENSG00000142279",
1459
  "ENSG00000142319",
 
1460
  "ENSG00000142405",
1461
  "ENSG00000142449",
1462
  "ENSG00000142494",
1463
  "ENSG00000142512",
1464
  "ENSG00000142528",
1465
  "ENSG00000142530",
 
1466
  "ENSG00000142661",
1467
  "ENSG00000142686",
1468
  "ENSG00000142731",
 
1484
  "ENSG00000143164",
1485
  "ENSG00000143178",
1486
  "ENSG00000143195",
 
1487
  "ENSG00000143228",
1488
  "ENSG00000143248",
1489
  "ENSG00000143318",
 
1499
  "ENSG00000143502",
1500
  "ENSG00000143546",
1501
  "ENSG00000143554",
 
1502
  "ENSG00000143603",
1503
  "ENSG00000143624",
1504
  "ENSG00000143630",
 
1517
  "ENSG00000144214",
1518
  "ENSG00000144227",
1519
  "ENSG00000144229",
1520
+ "ENSG00000144290",
1521
  "ENSG00000144306",
1522
  "ENSG00000144339",
1523
  "ENSG00000144406",
 
1524
  "ENSG00000144468",
1525
  "ENSG00000144524",
1526
  "ENSG00000144550",
 
1555
  "ENSG00000145632",
1556
  "ENSG00000145700",
1557
  "ENSG00000145708",
 
1558
  "ENSG00000145757",
1559
  "ENSG00000145777",
1560
  "ENSG00000145794",
1561
  "ENSG00000145808",
1562
  "ENSG00000145824",
1563
  "ENSG00000145832",
1564
+ "ENSG00000145850",
1565
  "ENSG00000145864",
 
1566
  "ENSG00000145911",
1567
  "ENSG00000145936",
1568
  "ENSG00000145945",
 
1587
  "ENSG00000146670",
1588
  "ENSG00000146674",
1589
  "ENSG00000146809",
1590
+ "ENSG00000146926",
1591
  "ENSG00000146938",
1592
  "ENSG00000146950",
1593
  "ENSG00000146966",
 
1597
  "ENSG00000147082",
1598
  "ENSG00000147118",
1599
  "ENSG00000147124",
 
1600
  "ENSG00000147166",
1601
  "ENSG00000147180",
1602
  "ENSG00000147231",
 
1614
  "ENSG00000147872",
1615
  "ENSG00000147883",
1616
  "ENSG00000148019",
 
1617
  "ENSG00000148175",
1618
  "ENSG00000148180",
1619
  "ENSG00000148218",
1620
  "ENSG00000148225",
 
 
1621
  "ENSG00000148331",
1622
  "ENSG00000148396",
1623
  "ENSG00000148604",
 
1625
  "ENSG00000148677",
1626
  "ENSG00000148680",
1627
  "ENSG00000148835",
 
1628
  "ENSG00000148926",
1629
  "ENSG00000149050",
1630
  "ENSG00000149054",
 
1637
  "ENSG00000149380",
1638
  "ENSG00000149474",
1639
  "ENSG00000149485",
 
1640
  "ENSG00000149554",
1641
  "ENSG00000149564",
1642
  "ENSG00000149573",
 
1646
  "ENSG00000149927",
1647
  "ENSG00000149929",
1648
  "ENSG00000149968",
 
1649
  "ENSG00000150051",
 
1650
  "ENSG00000150394",
1651
  "ENSG00000150471",
1652
  "ENSG00000150527",
1653
  "ENSG00000150594",
1654
  "ENSG00000150625",
 
1655
  "ENSG00000150636",
1656
  "ENSG00000150656",
1657
  "ENSG00000150676",
 
1661
  "ENSG00000150764",
1662
  "ENSG00000150773",
1663
  "ENSG00000150873",
 
1664
  "ENSG00000150991",
1665
  "ENSG00000151012",
1666
  "ENSG00000151025",
 
1674
  "ENSG00000151572",
1675
  "ENSG00000151611",
1676
  "ENSG00000151617",
1677
+ "ENSG00000151640",
1678
  "ENSG00000151715",
1679
  "ENSG00000151725",
1680
  "ENSG00000151729",
 
1691
  "ENSG00000152154",
1692
  "ENSG00000152192",
1693
  "ENSG00000152207",
 
1694
  "ENSG00000152223",
1695
  "ENSG00000152229",
1696
  "ENSG00000152253",
 
1704
  "ENSG00000152439",
1705
  "ENSG00000152443",
1706
  "ENSG00000152454",
 
1707
  "ENSG00000152463",
1708
  "ENSG00000152465",
1709
  "ENSG00000152495",
 
1724
  "ENSG00000152939",
1725
  "ENSG00000153002",
1726
  "ENSG00000153012",
1727
+ "ENSG00000153064",
1728
  "ENSG00000153086",
1729
  "ENSG00000153093",
1730
  "ENSG00000153157",
1731
  "ENSG00000153233",
1732
  "ENSG00000153253",
1733
  "ENSG00000153563",
1734
+ "ENSG00000153790",
1735
  "ENSG00000153896",
1736
  "ENSG00000153898",
1737
  "ENSG00000153902",
 
1754
  "ENSG00000154269",
1755
  "ENSG00000154358",
1756
  "ENSG00000154370",
1757
+ "ENSG00000154415",
1758
  "ENSG00000154479",
1759
  "ENSG00000154485",
1760
  "ENSG00000154493",
 
1767
  "ENSG00000154736",
1768
  "ENSG00000154743",
1769
  "ENSG00000154864",
1770
+ "ENSG00000154914",
1771
  "ENSG00000155011",
1772
  "ENSG00000155016",
1773
  "ENSG00000155090",
 
1813
  "ENSG00000156853",
1814
  "ENSG00000156959",
1815
  "ENSG00000157036",
1816
+ "ENSG00000157060",
1817
  "ENSG00000157103",
1818
+ "ENSG00000157119",
1819
  "ENSG00000157152",
 
1820
  "ENSG00000157193",
1821
  "ENSG00000157224",
1822
  "ENSG00000157353",
 
1841
  "ENSG00000157927",
1842
  "ENSG00000158006",
1843
  "ENSG00000158019",
 
1844
  "ENSG00000158089",
1845
  "ENSG00000158104",
1846
  "ENSG00000158106",
 
1851
  "ENSG00000158301",
1852
  "ENSG00000158402",
1853
  "ENSG00000158423",
 
 
1854
  "ENSG00000158525",
1855
  "ENSG00000158528",
1856
  "ENSG00000158560",
 
1857
  "ENSG00000158691",
1858
  "ENSG00000158714",
1859
  "ENSG00000158859",
 
1860
  "ENSG00000158955",
1861
  "ENSG00000159164",
1862
  "ENSG00000159167",
 
1890
  "ENSG00000160185",
1891
  "ENSG00000160191",
1892
  "ENSG00000160193",
 
1893
  "ENSG00000160229",
 
1894
  "ENSG00000160298",
1895
  "ENSG00000160305",
1896
  "ENSG00000160307",
 
1915
  "ENSG00000161649",
1916
  "ENSG00000161664",
1917
  "ENSG00000161692",
 
1918
  "ENSG00000161896",
1919
  "ENSG00000161944",
1920
  "ENSG00000162073",
1921
  "ENSG00000162105",
1922
  "ENSG00000162139",
1923
+ "ENSG00000162148",
1924
+ "ENSG00000162365",
1925
  "ENSG00000162373",
1926
  "ENSG00000162377",
1927
  "ENSG00000162390",
 
1931
  "ENSG00000162438",
1932
  "ENSG00000162458",
1933
  "ENSG00000162461",
1934
+ "ENSG00000162482",
1935
  "ENSG00000162490",
1936
  "ENSG00000162494",
1937
+ "ENSG00000162522",
1938
  "ENSG00000162526",
1939
  "ENSG00000162551",
1940
  "ENSG00000162571",
 
1952
  "ENSG00000162722",
1953
  "ENSG00000162738",
1954
  "ENSG00000162746",
 
1955
  "ENSG00000162771",
1956
  "ENSG00000162772",
1957
  "ENSG00000162779",
 
1959
  "ENSG00000162836",
1960
  "ENSG00000162881",
1961
  "ENSG00000162882",
1962
+ "ENSG00000162947",
1963
  "ENSG00000162981",
 
1964
  "ENSG00000162998",
1965
  "ENSG00000162999",
1966
  "ENSG00000163006",
 
1970
  "ENSG00000163071",
1971
  "ENSG00000163082",
1972
  "ENSG00000163092",
 
1973
  "ENSG00000163106",
1974
  "ENSG00000163116",
1975
  "ENSG00000163141",
 
1984
  "ENSG00000163293",
1985
  "ENSG00000163347",
1986
  "ENSG00000163359",
 
1987
  "ENSG00000163393",
1988
  "ENSG00000163395",
1989
  "ENSG00000163406",
 
1991
  "ENSG00000163430",
1992
  "ENSG00000163431",
1993
  "ENSG00000163453",
 
1994
  "ENSG00000163482",
1995
  "ENSG00000163492",
1996
  "ENSG00000163507",
 
2012
  "ENSG00000163673",
2013
  "ENSG00000163687",
2014
  "ENSG00000163689",
 
2015
  "ENSG00000163710",
2016
  "ENSG00000163734",
2017
  "ENSG00000163735",
 
2023
  "ENSG00000163781",
2024
  "ENSG00000163808",
2025
  "ENSG00000163818",
 
2026
  "ENSG00000163833",
2027
  "ENSG00000163909",
2028
  "ENSG00000163935",
 
2054
  "ENSG00000164332",
2055
  "ENSG00000164338",
2056
  "ENSG00000164342",
2057
+ "ENSG00000164344",
2058
  "ENSG00000164404",
2059
  "ENSG00000164411",
2060
  "ENSG00000164440",
 
2067
  "ENSG00000164576",
2068
  "ENSG00000164603",
2069
  "ENSG00000164604",
2070
+ "ENSG00000164621",
2071
  "ENSG00000164626",
2072
  "ENSG00000164654",
2073
  "ENSG00000164663",
 
2083
  "ENSG00000164778",
2084
  "ENSG00000164823",
2085
  "ENSG00000164850",
2086
+ "ENSG00000164877",
2087
  "ENSG00000164879",
 
 
2088
  "ENSG00000164920",
2089
  "ENSG00000164935",
2090
  "ENSG00000164938",
 
2100
  "ENSG00000165164",
2101
  "ENSG00000165186",
2102
  "ENSG00000165195",
2103
+ "ENSG00000165197",
2104
  "ENSG00000165209",
2105
  "ENSG00000165238",
2106
  "ENSG00000165244",
 
2108
  "ENSG00000165300",
2109
  "ENSG00000165359",
2110
  "ENSG00000165376",
2111
+ "ENSG00000165379",
2112
  "ENSG00000165409",
2113
  "ENSG00000165443",
2114
  "ENSG00000165449",
 
2115
  "ENSG00000165480",
2116
  "ENSG00000165490",
2117
  "ENSG00000165507",
 
2123
  "ENSG00000165633",
2124
  "ENSG00000165646",
2125
  "ENSG00000165660",
 
2126
  "ENSG00000165682",
2127
  "ENSG00000165688",
2128
  "ENSG00000165699",
 
2132
  "ENSG00000165795",
2133
  "ENSG00000165810",
2134
  "ENSG00000165816",
 
2135
  "ENSG00000165832",
2136
  "ENSG00000165879",
2137
  "ENSG00000165887",
 
2200
  "ENSG00000167281",
2201
  "ENSG00000167306",
2202
  "ENSG00000167325",
 
2203
  "ENSG00000167378",
2204
  "ENSG00000167384",
2205
  "ENSG00000167434",
 
2214
  "ENSG00000167614",
2215
  "ENSG00000167618",
2216
  "ENSG00000167637",
 
2217
  "ENSG00000167700",
2218
  "ENSG00000167701",
2219
  "ENSG00000167723",
2220
  "ENSG00000167779",
2221
  "ENSG00000167780",
2222
  "ENSG00000167840",
 
2223
  "ENSG00000167851",
2224
  "ENSG00000167858",
2225
+ "ENSG00000167889",
2226
  "ENSG00000167900",
2227
  "ENSG00000167904",
2228
  "ENSG00000167914",
2229
  "ENSG00000167965",
2230
  "ENSG00000167967",
2231
  "ENSG00000167981",
 
2232
  "ENSG00000167996",
2233
  "ENSG00000168004",
2234
  "ENSG00000168032",
2235
  "ENSG00000168062",
2236
  "ENSG00000168070",
2237
+ "ENSG00000168078",
2238
  "ENSG00000168101",
2239
  "ENSG00000168152",
2240
+ "ENSG00000168209",
2241
  "ENSG00000168243",
 
 
2242
  "ENSG00000168314",
2243
  "ENSG00000168329",
 
2244
  "ENSG00000168350",
2245
  "ENSG00000168356",
2246
  "ENSG00000168421",
 
2248
  "ENSG00000168453",
2249
  "ENSG00000168490",
2250
  "ENSG00000168491",
 
2251
  "ENSG00000168497",
2252
+ "ENSG00000168530",
2253
  "ENSG00000168542",
2254
  "ENSG00000168589",
2255
  "ENSG00000168661",
 
2279
  "ENSG00000169247",
2280
  "ENSG00000169252",
2281
  "ENSG00000169255",
2282
+ "ENSG00000169258",
2283
  "ENSG00000169271",
2284
  "ENSG00000169282",
2285
  "ENSG00000169299",
 
2316
  "ENSG00000170100",
2317
  "ENSG00000170113",
2318
  "ENSG00000170153",
2319
+ "ENSG00000170162",
2320
  "ENSG00000170191",
2321
  "ENSG00000170264",
2322
  "ENSG00000170266",
 
2328
  "ENSG00000170364",
2329
  "ENSG00000170417",
2330
  "ENSG00000170425",
2331
+ "ENSG00000170439",
2332
  "ENSG00000170442",
2333
  "ENSG00000170456",
2334
  "ENSG00000170458",
 
2378
  "ENSG00000171772",
2379
  "ENSG00000171786",
2380
  "ENSG00000171792",
 
2381
  "ENSG00000171813",
2382
  "ENSG00000171819",
2383
  "ENSG00000171848",
2384
  "ENSG00000171885",
2385
  "ENSG00000171953",
 
2386
  "ENSG00000171970",
2387
  "ENSG00000172000",
2388
  "ENSG00000172020",
2389
  "ENSG00000172031",
2390
  "ENSG00000172123",
2391
+ "ENSG00000172156",
2392
  "ENSG00000172167",
2393
  "ENSG00000172201",
2394
  "ENSG00000172215",
 
2412
  "ENSG00000172575",
2413
  "ENSG00000172594",
2414
  "ENSG00000172724",
 
2415
  "ENSG00000172731",
2416
  "ENSG00000172732",
2417
  "ENSG00000172733",
 
2426
  "ENSG00000172893",
2427
  "ENSG00000172901",
2428
  "ENSG00000172915",
 
2429
  "ENSG00000173011",
2430
  "ENSG00000173041",
2431
  "ENSG00000173110",
 
2432
  "ENSG00000173137",
2433
  "ENSG00000173156",
2434
  "ENSG00000173200",
 
2447
  "ENSG00000173641",
2448
  "ENSG00000173702",
2449
  "ENSG00000173705",
2450
+ "ENSG00000173715",
2451
+ "ENSG00000173728",
2452
  "ENSG00000173805",
2453
  "ENSG00000173809",
2454
  "ENSG00000173812",
2455
  "ENSG00000173825",
2456
  "ENSG00000173838",
2457
  "ENSG00000173894",
2458
+ "ENSG00000173947",
2459
  "ENSG00000173950",
2460
  "ENSG00000173988",
2461
  "ENSG00000173991",
 
2472
  "ENSG00000174429",
2473
  "ENSG00000174456",
2474
  "ENSG00000174500",
2475
+ "ENSG00000174514",
2476
  "ENSG00000174564",
2477
  "ENSG00000174599",
2478
  "ENSG00000174611",
 
2483
  "ENSG00000174740",
2484
  "ENSG00000174791",
2485
  "ENSG00000174808",
 
2486
  "ENSG00000174938",
2487
  "ENSG00000174944",
2488
  "ENSG00000174946",
2489
+ "ENSG00000174963",
2490
  "ENSG00000174989",
2491
  "ENSG00000175084",
2492
+ "ENSG00000175087",
2493
  "ENSG00000175137",
2494
  "ENSG00000175170",
2495
  "ENSG00000175206",
 
2496
  "ENSG00000175283",
2497
  "ENSG00000175305",
2498
  "ENSG00000175318",
 
2509
  "ENSG00000175697",
2510
  "ENSG00000175707",
2511
  "ENSG00000175745",
 
2512
  "ENSG00000175785",
2513
  "ENSG00000175787",
2514
  "ENSG00000175820",
 
2530
  "ENSG00000176293",
2531
  "ENSG00000176387",
2532
  "ENSG00000176435",
 
2533
  "ENSG00000176595",
2534
  "ENSG00000176597",
2535
  "ENSG00000176601",
 
2547
  "ENSG00000176953",
2548
  "ENSG00000176971",
2549
  "ENSG00000177098",
 
2550
  "ENSG00000177181",
2551
  "ENSG00000177311",
2552
  "ENSG00000177324",
 
2560
  "ENSG00000177599",
2561
  "ENSG00000177606",
2562
  "ENSG00000177614",
 
2563
  "ENSG00000177692",
2564
  "ENSG00000177752",
2565
  "ENSG00000177791",
 
2581
  "ENSG00000178295",
2582
  "ENSG00000178343",
2583
  "ENSG00000178386",
2584
+ "ENSG00000178404",
2585
  "ENSG00000178409",
2586
  "ENSG00000178425",
2587
+ "ENSG00000178457",
2588
  "ENSG00000178502",
2589
+ "ENSG00000178623",
2590
  "ENSG00000178662",
2591
  "ENSG00000178665",
2592
  "ENSG00000178726",
 
2606
  "ENSG00000179284",
2607
  "ENSG00000179314",
2608
  "ENSG00000179399",
2609
+ "ENSG00000179455",
2610
  "ENSG00000179526",
2611
  "ENSG00000179542",
2612
  "ENSG00000179562",
2613
  "ENSG00000179593",
2614
  "ENSG00000179627",
2615
  "ENSG00000179698",
2616
+ "ENSG00000179761",
2617
  "ENSG00000179772",
2618
  "ENSG00000179796",
2619
  "ENSG00000179841",
 
2631
  "ENSG00000180035",
2632
  "ENSG00000180113",
2633
  "ENSG00000180155",
 
2634
  "ENSG00000180209",
2635
  "ENSG00000180245",
2636
  "ENSG00000180257",
 
2654
  "ENSG00000180712",
2655
  "ENSG00000180785",
2656
  "ENSG00000180787",
2657
+ "ENSG00000180828",
2658
  "ENSG00000180855",
2659
  "ENSG00000180871",
2660
  "ENSG00000180881",
 
2664
  "ENSG00000181036",
2665
  "ENSG00000181104",
2666
  "ENSG00000181135",
 
2667
  "ENSG00000181195",
 
2668
  "ENSG00000181264",
2669
  "ENSG00000181274",
2670
  "ENSG00000181333",
 
2676
  "ENSG00000181751",
2677
  "ENSG00000181754",
2678
  "ENSG00000181773",
2679
+ "ENSG00000181781",
2680
  "ENSG00000181790",
2681
  "ENSG00000181798",
2682
  "ENSG00000181847",
 
2705
  "ENSG00000182521",
2706
  "ENSG00000182533",
2707
  "ENSG00000182557",
 
2708
  "ENSG00000182585",
2709
  "ENSG00000182586",
2710
+ "ENSG00000182612",
2711
  "ENSG00000182700",
2712
  "ENSG00000182718",
2713
  "ENSG00000182853",
 
2714
  "ENSG00000182890",
2715
  "ENSG00000182901",
2716
  "ENSG00000182902",
2717
+ "ENSG00000182950",
2718
  "ENSG00000182963",
2719
  "ENSG00000182986",
2720
  "ENSG00000183019",
 
2737
  "ENSG00000183496",
2738
  "ENSG00000183530",
2739
  "ENSG00000183549",
 
2740
  "ENSG00000183597",
2741
  "ENSG00000183625",
2742
  "ENSG00000183647",
 
2745
  "ENSG00000183690",
2746
  "ENSG00000183691",
2747
  "ENSG00000183763",
2748
+ "ENSG00000183785",
2749
  "ENSG00000183798",
2750
  "ENSG00000183814",
2751
  "ENSG00000183833",
 
2754
  "ENSG00000183873",
2755
  "ENSG00000183876",
2756
  "ENSG00000183914",
 
2757
  "ENSG00000184009",
2758
  "ENSG00000184058",
2759
  "ENSG00000184068",
 
2774
  "ENSG00000184363",
2775
  "ENSG00000184378",
2776
  "ENSG00000184434",
2777
+ "ENSG00000184441",
2778
  "ENSG00000184445",
2779
  "ENSG00000184470",
2780
  "ENSG00000184489",
2781
  "ENSG00000184497",
2782
  "ENSG00000184502",
 
2783
  "ENSG00000184613",
2784
  "ENSG00000184635",
2785
  "ENSG00000184661",
 
2791
  "ENSG00000184949",
2792
  "ENSG00000184967",
2793
  "ENSG00000184992",
2794
+ "ENSG00000185010",
2795
  "ENSG00000185015",
2796
  "ENSG00000185085",
2797
  "ENSG00000185090",
 
2812
  "ENSG00000185621",
2813
  "ENSG00000185633",
2814
  "ENSG00000185634",
 
2815
  "ENSG00000185652",
2816
  "ENSG00000185664",
2817
  "ENSG00000185666",
 
2822
  "ENSG00000185792",
2823
  "ENSG00000185813",
2824
  "ENSG00000185842",
2825
+ "ENSG00000185847",
2826
  "ENSG00000185875",
2827
  "ENSG00000185880",
2828
  "ENSG00000185904",
 
2868
  "ENSG00000186960",
2869
  "ENSG00000186976",
2870
  "ENSG00000187094",
 
2871
  "ENSG00000187122",
2872
  "ENSG00000187123",
2873
  "ENSG00000187151",
 
2875
  "ENSG00000187193",
2876
  "ENSG00000187266",
2877
  "ENSG00000187288",
 
2878
  "ENSG00000187486",
2879
  "ENSG00000187498",
2880
  "ENSG00000187513",
 
2884
  "ENSG00000187626",
2885
  "ENSG00000187634",
2886
  "ENSG00000187715",
 
2887
  "ENSG00000187736",
2888
  "ENSG00000187753",
2889
  "ENSG00000187773",
2890
  "ENSG00000187778",
2891
  "ENSG00000187790",
2892
  "ENSG00000187792",
 
2893
  "ENSG00000187801",
2894
  "ENSG00000187862",
2895
  "ENSG00000187871",
 
2919
  "ENSG00000188549",
2920
  "ENSG00000188596",
2921
  "ENSG00000188613",
2922
+ "ENSG00000188636",
2923
  "ENSG00000188676",
2924
  "ENSG00000188687",
2925
  "ENSG00000188707",
 
2927
  "ENSG00000188738",
2928
  "ENSG00000188747",
2929
  "ENSG00000188761",
2930
+ "ENSG00000188770",
2931
  "ENSG00000188783",
2932
  "ENSG00000188785",
2933
  "ENSG00000188786",
2934
  "ENSG00000188868",
2935
  "ENSG00000188869",
 
2936
  "ENSG00000188959",
2937
  "ENSG00000189045",
2938
  "ENSG00000189050",
 
2940
  "ENSG00000189058",
2941
  "ENSG00000189143",
2942
  "ENSG00000189144",
 
2943
  "ENSG00000189164",
2944
  "ENSG00000189195",
2945
  "ENSG00000189233",
 
2957
  "ENSG00000189430",
2958
  "ENSG00000196074",
2959
  "ENSG00000196091",
 
2960
  "ENSG00000196116",
2961
  "ENSG00000196118",
2962
  "ENSG00000196123",
 
2964
  "ENSG00000196150",
2965
  "ENSG00000196152",
2966
  "ENSG00000196155",
 
2967
  "ENSG00000196169",
2968
  "ENSG00000196172",
2969
  "ENSG00000196177",
 
2971
  "ENSG00000196263",
2972
  "ENSG00000196296",
2973
  "ENSG00000196323",
 
2974
  "ENSG00000196335",
2975
  "ENSG00000196345",
2976
  "ENSG00000196357",
 
2978
  "ENSG00000196368",
2979
  "ENSG00000196371",
2980
  "ENSG00000196376",
2981
+ "ENSG00000196381",
2982
  "ENSG00000196391",
2983
  "ENSG00000196421",
2984
  "ENSG00000196422",
 
2995
  "ENSG00000196646",
2996
  "ENSG00000196652",
2997
  "ENSG00000196653",
2998
+ "ENSG00000196659",
2999
  "ENSG00000196693",
3000
  "ENSG00000196739",
3001
  "ENSG00000196741",
 
3012
  "ENSG00000196981",
3013
  "ENSG00000197008",
3014
  "ENSG00000197016",
 
3015
  "ENSG00000197044",
3016
  "ENSG00000197062",
3017
  "ENSG00000197106",
3018
  "ENSG00000197114",
3019
  "ENSG00000197128",
 
3020
  "ENSG00000197140",
3021
  "ENSG00000197147",
3022
  "ENSG00000197181",
3023
  "ENSG00000197249",
3024
  "ENSG00000197253",
3025
  "ENSG00000197261",
 
3026
  "ENSG00000197329",
3027
  "ENSG00000197360",
3028
  "ENSG00000197361",
3029
  "ENSG00000197362",
3030
  "ENSG00000197363",
 
3031
  "ENSG00000197385",
 
3032
  "ENSG00000197415",
3033
  "ENSG00000197429",
3034
  "ENSG00000197465",
 
 
3035
  "ENSG00000197497",
3036
  "ENSG00000197540",
3037
+ "ENSG00000197557",
3038
  "ENSG00000197565",
3039
  "ENSG00000197566",
3040
  "ENSG00000197584",
 
3054
  "ENSG00000197766",
3055
  "ENSG00000197769",
3056
  "ENSG00000197808",
3057
+ "ENSG00000197813",
3058
  "ENSG00000197816",
3059
  "ENSG00000197857",
3060
  "ENSG00000197863",
3061
  "ENSG00000197880",
3062
  "ENSG00000197885",
 
3063
  "ENSG00000197893",
3064
  "ENSG00000197905",
3065
  "ENSG00000197933",
 
3066
  "ENSG00000197937",
3067
  "ENSG00000197951",
3068
  "ENSG00000197959",
3069
  "ENSG00000197977",
3070
+ "ENSG00000197978",
3071
  "ENSG00000197980",
3072
  "ENSG00000197993",
3073
  "ENSG00000198018",
 
3074
  "ENSG00000198046",
3075
  "ENSG00000198056",
 
3076
  "ENSG00000198074",
3077
  "ENSG00000198088",
3078
  "ENSG00000198093",
 
3085
  "ENSG00000198182",
3086
  "ENSG00000198185",
3087
  "ENSG00000198205",
 
3088
  "ENSG00000198270",
3089
  "ENSG00000198298",
3090
  "ENSG00000198331",
 
3113
  "ENSG00000198718",
3114
  "ENSG00000198727",
3115
  "ENSG00000198732",
3116
+ "ENSG00000198734",
3117
  "ENSG00000198765",
3118
  "ENSG00000198771",
3119
  "ENSG00000198780",
 
3136
  "ENSG00000198894",
3137
  "ENSG00000198898",
3138
  "ENSG00000198915",
 
3139
  "ENSG00000198920",
3140
  "ENSG00000198924",
3141
  "ENSG00000198932",
3142
  "ENSG00000198933",
3143
  "ENSG00000198934",
3144
  "ENSG00000198938",
3145
+ "ENSG00000198939",
3146
  "ENSG00000198947",
3147
  "ENSG00000198948",
3148
  "ENSG00000198959",
3149
  "ENSG00000198963",
3150
  "ENSG00000203326",
 
3151
  "ENSG00000203485",
3152
  "ENSG00000203497",
3153
  "ENSG00000203499",
 
3170
  "ENSG00000204147",
3171
  "ENSG00000204179",
3172
  "ENSG00000204241",
 
3173
  "ENSG00000204271",
3174
  "ENSG00000204287",
3175
  "ENSG00000204301",
 
3178
  "ENSG00000204334",
3179
  "ENSG00000204380",
3180
  "ENSG00000204389",
 
3181
  "ENSG00000204580",
3182
  "ENSG00000204592",
3183
  "ENSG00000204604",
 
3185
  "ENSG00000204682",
3186
  "ENSG00000204740",
3187
  "ENSG00000204767",
3188
+ "ENSG00000204851",
3189
  "ENSG00000204882",
3190
  "ENSG00000204934",
3191
  "ENSG00000204947",
 
3201
  "ENSG00000205334",
3202
  "ENSG00000205356",
3203
  "ENSG00000205362",
3204
+ "ENSG00000205363",
3205
  "ENSG00000205364",
3206
  "ENSG00000205436",
3207
  "ENSG00000205542",
 
3211
  "ENSG00000205838",
3212
  "ENSG00000205853",
3213
  "ENSG00000205913",
3214
+ "ENSG00000205929",
3215
+ "ENSG00000205959",
3216
  "ENSG00000206053",
3217
  "ENSG00000206384",
3218
  "ENSG00000206530",
3219
  "ENSG00000206535",
3220
  "ENSG00000206561",
3221
+ "ENSG00000206567",
3222
  "ENSG00000211445",
3223
  "ENSG00000211448",
 
3224
  "ENSG00000212916",
3225
  "ENSG00000213057",
3226
  "ENSG00000213088",
 
3230
  "ENSG00000213390",
3231
  "ENSG00000213420",
3232
  "ENSG00000213468",
 
 
3233
  "ENSG00000213626",
3234
  "ENSG00000213672",
3235
  "ENSG00000213694",
 
3236
  "ENSG00000213762",
3237
  "ENSG00000213780",
3238
  "ENSG00000213799",
 
3244
  "ENSG00000214353",
3245
  "ENSG00000214376",
3246
  "ENSG00000214402",
 
3247
  "ENSG00000214432",
3248
  "ENSG00000214456",
3249
  "ENSG00000214548",
 
3253
  "ENSG00000214872",
3254
  "ENSG00000214894",
3255
  "ENSG00000214944",
3256
+ "ENSG00000215014",
3257
  "ENSG00000215018",
3258
  "ENSG00000215045",
3259
  "ENSG00000215218",
 
3262
  "ENSG00000215808",
3263
  "ENSG00000215910",
3264
  "ENSG00000218018",
3265
+ "ENSG00000218823",
3266
  "ENSG00000219438",
3267
  "ENSG00000219607",
3268
  "ENSG00000220201",
 
3275
  "ENSG00000221955",
3276
  "ENSG00000221994",
3277
  "ENSG00000222011",
3278
+ "ENSG00000223343",
3279
  "ENSG00000223403",
3280
  "ENSG00000223478",
3281
+ "ENSG00000223485",
3282
  "ENSG00000223561",
3283
+ "ENSG00000223642",
3284
+ "ENSG00000223704",
3285
  "ENSG00000223802",
3286
  "ENSG00000223914",
3287
+ "ENSG00000223969",
3288
+ "ENSG00000224046",
3289
  "ENSG00000224057",
3290
  "ENSG00000224074",
3291
  "ENSG00000224164",
 
3293
  "ENSG00000224238",
3294
  "ENSG00000224307",
3295
  "ENSG00000224424",
 
3296
  "ENSG00000224509",
3297
  "ENSG00000224536",
3298
  "ENSG00000224596",
3299
  "ENSG00000224616",
3300
  "ENSG00000224687",
3301
+ "ENSG00000224738",
3302
  "ENSG00000224790",
3303
  "ENSG00000224805",
3304
+ "ENSG00000224875",
3305
  "ENSG00000224897",
3306
  "ENSG00000224934",
3307
  "ENSG00000224958",
3308
+ "ENSG00000225096",
3309
  "ENSG00000225234",
3310
  "ENSG00000225265",
 
 
3311
  "ENSG00000225361",
3312
  "ENSG00000225377",
3313
  "ENSG00000225383",
3314
  "ENSG00000225465",
3315
  "ENSG00000225572",
 
3316
  "ENSG00000225684",
3317
  "ENSG00000225706",
3318
  "ENSG00000225731",
 
3325
  "ENSG00000225953",
3326
  "ENSG00000225968",
3327
  "ENSG00000225978",
 
3328
  "ENSG00000226026",
3329
  "ENSG00000226029",
3330
  "ENSG00000226051",
3331
  "ENSG00000226137",
3332
  "ENSG00000226200",
3333
  "ENSG00000226263",
3334
+ "ENSG00000226310",
3335
  "ENSG00000226321",
 
3336
  "ENSG00000226581",
3337
  "ENSG00000226674",
3338
  "ENSG00000226711",
3339
+ "ENSG00000226756",
3340
  "ENSG00000226791",
3341
  "ENSG00000226808",
3342
+ "ENSG00000226816",
3343
  "ENSG00000226853",
3344
  "ENSG00000226887",
 
3345
  "ENSG00000227014",
3346
  "ENSG00000227036",
3347
  "ENSG00000227145",
 
3348
  "ENSG00000227252",
3349
  "ENSG00000227258",
3350
  "ENSG00000227268",
3351
  "ENSG00000227290",
3352
  "ENSG00000227345",
3353
  "ENSG00000227354",
3354
+ "ENSG00000227388",
3355
  "ENSG00000227471",
 
3356
  "ENSG00000227544",
3357
  "ENSG00000227630",
3358
  "ENSG00000227868",
3359
  "ENSG00000227896",
3360
  "ENSG00000227954",
 
3361
  "ENSG00000228058",
3362
  "ENSG00000228063",
3363
  "ENSG00000228065",
3364
+ "ENSG00000228084",
3365
  "ENSG00000228140",
3366
  "ENSG00000228192",
3367
  "ENSG00000228221",
3368
+ "ENSG00000228274",
3369
  "ENSG00000228340",
3370
  "ENSG00000228414",
3371
+ "ENSG00000228427",
3372
  "ENSG00000228495",
3373
  "ENSG00000228536",
3374
  "ENSG00000228594",
 
3383
  "ENSG00000229214",
3384
  "ENSG00000229267",
3385
  "ENSG00000229334",
 
3386
  "ENSG00000229539",
3387
  "ENSG00000229619",
3388
  "ENSG00000229647",
 
3393
  "ENSG00000230013",
3394
  "ENSG00000230091",
3395
  "ENSG00000230266",
 
3396
  "ENSG00000230366",
3397
+ "ENSG00000230489",
3398
+ "ENSG00000230648",
3399
  "ENSG00000230749",
 
3400
  "ENSG00000230844",
3401
  "ENSG00000230910",
3402
  "ENSG00000230923",
3403
  "ENSG00000230943",
 
3404
  "ENSG00000231105",
3405
  "ENSG00000231106",
3406
  "ENSG00000231133",
3407
  "ENSG00000231177",
3408
  "ENSG00000231298",
 
3409
  "ENSG00000231367",
3410
  "ENSG00000231389",
3411
  "ENSG00000231407",
3412
  "ENSG00000231437",
3413
  "ENSG00000231473",
3414
+ "ENSG00000231566",
3415
  "ENSG00000231652",
3416
  "ENSG00000231690",
3417
  "ENSG00000231728",
3418
  "ENSG00000231742",
3419
  "ENSG00000231768",
3420
+ "ENSG00000231769",
3421
  "ENSG00000231817",
3422
  "ENSG00000231908",
3423
  "ENSG00000231993",
3424
  "ENSG00000232046",
3425
+ "ENSG00000232063",
3426
  "ENSG00000232077",
3427
  "ENSG00000232098",
3428
  "ENSG00000232118",
 
3429
  "ENSG00000232229",
3430
  "ENSG00000232310",
3431
  "ENSG00000232352",
3432
  "ENSG00000232490",
 
3433
  "ENSG00000232593",
3434
  "ENSG00000232606",
3435
  "ENSG00000232648",
3436
  "ENSG00000232684",
3437
  "ENSG00000232810",
3438
+ "ENSG00000232811",
3439
  "ENSG00000233008",
3440
  "ENSG00000233101",
3441
  "ENSG00000233117",
3442
+ "ENSG00000233251",
3443
  "ENSG00000233334",
3444
  "ENSG00000233355",
3445
  "ENSG00000233436",
3446
  "ENSG00000233452",
3447
+ "ENSG00000233478",
3448
  "ENSG00000233521",
3449
  "ENSG00000233527",
3450
  "ENSG00000233654",
3451
  "ENSG00000233695",
3452
  "ENSG00000233705",
3453
  "ENSG00000233757",
3454
+ "ENSG00000233785",
3455
  "ENSG00000233791",
3456
+ "ENSG00000233862",
3457
+ "ENSG00000233967",
3458
+ "ENSG00000233968",
3459
  "ENSG00000234284",
3460
  "ENSG00000234350",
3461
  "ENSG00000234380",
3462
  "ENSG00000234432",
3463
  "ENSG00000234494",
3464
  "ENSG00000234546",
3465
+ "ENSG00000234584",
3466
  "ENSG00000234614",
3467
  "ENSG00000234663",
3468
  "ENSG00000234678",
3469
  "ENSG00000234694",
3470
+ "ENSG00000234699",
3471
  "ENSG00000234707",
 
3472
  "ENSG00000234753",
3473
  "ENSG00000234754",
3474
  "ENSG00000235033",
 
3476
  "ENSG00000235159",
3477
  "ENSG00000235172",
3478
  "ENSG00000235173",
3479
+ "ENSG00000235319",
3480
  "ENSG00000235493",
3481
  "ENSG00000235527",
3482
  "ENSG00000235688",
3483
  "ENSG00000235740",
3484
  "ENSG00000235770",
3485
+ "ENSG00000235852",
3486
  "ENSG00000235865",
3487
  "ENSG00000235897",
3488
  "ENSG00000235903",
3489
+ "ENSG00000236008",
3490
  "ENSG00000236104",
3491
  "ENSG00000236137",
3492
  "ENSG00000236144",
3493
  "ENSG00000236200",
3494
+ "ENSG00000236206",
3495
+ "ENSG00000236255",
3496
+ "ENSG00000236266",
3497
  "ENSG00000236432",
3498
  "ENSG00000236467",
3499
+ "ENSG00000236514",
3500
  "ENSG00000236526",
3501
  "ENSG00000236548",
3502
+ "ENSG00000236723",
3503
  "ENSG00000236849",
3504
  "ENSG00000236882",
3505
+ "ENSG00000236935",
3506
  "ENSG00000236991",
3507
  "ENSG00000237001",
3508
  "ENSG00000237036",
3509
+ "ENSG00000237126",
3510
  "ENSG00000237149",
3511
  "ENSG00000237166",
3512
  "ENSG00000237172",
3513
+ "ENSG00000237352",
3514
+ "ENSG00000237422",
3515
  "ENSG00000237424",
 
3516
  "ENSG00000237491",
3517
  "ENSG00000237637",
3518
  "ENSG00000237649",
3519
  "ENSG00000237693",
3520
+ "ENSG00000237705",
3521
+ "ENSG00000237773",
3522
  "ENSG00000237797",
 
3523
  "ENSG00000237819",
3524
  "ENSG00000237928",
3525
  "ENSG00000237945",
 
3528
  "ENSG00000238113",
3529
  "ENSG00000238121",
3530
  "ENSG00000238160",
 
3531
  "ENSG00000238184",
3532
+ "ENSG00000238266",
3533
+ "ENSG00000239332",
3534
  "ENSG00000239445",
3535
  "ENSG00000239474",
3536
+ "ENSG00000239482",
3537
  "ENSG00000239636",
 
3538
  "ENSG00000239921",
3539
  "ENSG00000240012",
3540
+ "ENSG00000240045",
3541
  "ENSG00000240057",
3542
  "ENSG00000240184",
3543
  "ENSG00000240373",
 
3544
  "ENSG00000240498",
3545
  "ENSG00000240541",
3546
  "ENSG00000240563",
3547
  "ENSG00000240583",
3548
  "ENSG00000240694",
 
3549
  "ENSG00000240859",
3550
+ "ENSG00000240875",
3551
  "ENSG00000241158",
3552
+ "ENSG00000241186",
3553
  "ENSG00000241211",
3554
  "ENSG00000241313",
 
3555
  "ENSG00000241544",
 
3556
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