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popV
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tabula_sapiens_Uterus

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: Uterus
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 -100
  7. accuracies.json +2 -2
  8. celltypist.pkl +1 -1
  9. svm_classifier_cuml.joblib → faiss_index.index +2 -2
  10. scvi_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 +323 -323
  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. harmony_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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+ harmony_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: Uterus'
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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/6ec405bb-4727-4c6d-ab4e-01fe489af7ea.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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- | fibroblast | 681 | 0.97 | 0.74 | 0.97 | 0.93 | 0.00 | 0.90 | 0.93 | 0.94 | 0.98 |
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- | endothelial cell | 437 | 0.99 | 0.98 | 0.98 | 0.99 | 0.00 | 0.98 | 0.99 | 0.99 | 0.99 |
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- | vascular associated smooth muscle cell | 365 | 0.69 | 0.25 | 0.82 | 0.75 | 0.00 | 0.70 | 0.58 | 0.65 | 0.75 |
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- | epithelial cell of uterus | 153 | 0.99 | 0.98 | 0.97 | 0.94 | 0.00 | 0.96 | 0.98 | 0.96 | 0.99 |
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- | CD8-positive, alpha-beta T cell | 137 | 0.84 | 0.88 | 0.89 | 0.75 | 0.00 | 0.73 | 0.79 | 0.87 | 0.88 |
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- | pericyte | 109 | 0.43 | 0.29 | 0.34 | 0.27 | 0.00 | 0.43 | 0.36 | 0.40 | 0.44 |
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- | macrophage | 95 | 0.97 | 0.96 | 0.95 | 0.94 | 0.00 | 0.95 | 0.97 | 0.97 | 0.96 |
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- | myometrial cell | 82 | 0.81 | 0.00 | 0.85 | 0.51 | 0.00 | 0.76 | 0.66 | 0.78 | 0.84 |
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- | CD4-positive, alpha-beta T cell | 53 | 0.79 | 0.78 | 0.84 | 0.43 | 0.00 | 0.83 | 0.80 | 0.87 | 0.85 |
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- | ciliated epithelial cell | 27 | 1.00 | 0.98 | 0.98 | 0.76 | 0.00 | 0.92 | 1.00 | 1.00 | 1.00 |
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- | mature NK T cell | 15 | 0.49 | 0.43 | 0.48 | 0.45 | 0.00 | 0.54 | 0.49 | 0.53 | 0.59 |
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- | neutrophil | 8 | 0.74 | 0.86 | 0.80 | 0.62 | 0.00 | 0.67 | 1.00 | 0.88 | 0.88 |
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- | myofibroblast cell | 12 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.06 | 0.10 | 0.06 | 0.00 |
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- | natural killer cell | 2 | 0.00 | 0.00 | 0.50 | 0.00 | 0.00 | 0.11 | 0.00 | 0.20 | 0.00 |
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- | mast cell | 6 | 0.92 | 0.92 | 0.91 | 0.77 | 0.00 | 0.86 | 0.92 | 0.92 | 0.92 |
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- | B cell | 6 | 0.73 | 0.80 | 0.91 | 0.60 | 0.00 | 0.77 | 1.00 | 1.00 | 1.00 |
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- | T cell | 6 | 0.00 | 0.00 | 0.29 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 |
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- | monocyte | 2 | 0.00 | 0.00 | 0.67 | 0.00 | 0.00 | 0.50 | 1.00 | 0.50 | 0.00 |
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- | plasma cell | 1 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.50 | 1.00 | 1.00 | 1.00 |
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- | skeletal muscle satellite stem cell | 2 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 |
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- | endothelial cell of lymphatic vessel | 1 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 |
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- | innate lymphoid cell | 1 | 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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- | adventitial cell | 0 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 |
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- | myeloid dendritic cell | 0 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 |
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- | epithelial fate stem cell | 0 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 |
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- | regulatory T 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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- | fibroblast | 5912 | 0.96 | 0.70 | 0.98 | 0.94 | 0.00 | 0.90 | 0.95 | 0.96 | 0.98 |
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- | endothelial cell | 4260 | 0.99 | 0.98 | 0.99 | 0.99 | 0.00 | 0.98 | 0.99 | 0.99 | 1.00 |
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- | vascular associated smooth muscle cell | 3230 | 0.66 | 0.06 | 0.86 | 0.82 | 0.00 | 0.74 | 0.68 | 0.72 | 0.81 |
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- | epithelial cell of uterus | 1264 | 0.98 | 0.95 | 0.99 | 0.96 | 0.00 | 0.96 | 0.99 | 0.98 | 0.99 |
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- | CD8-positive, alpha-beta T cell | 1204 | 0.85 | 0.84 | 0.90 | 0.85 | 0.00 | 0.85 | 0.93 | 0.95 | 0.94 |
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- | pericyte | 924 | 0.44 | 0.22 | 0.52 | 0.46 | 0.00 | 0.52 | 0.54 | 0.56 | 0.61 |
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- | macrophage | 834 | 0.96 | 0.95 | 0.97 | 0.96 | 0.00 | 0.96 | 0.98 | 0.98 | 0.97 |
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- | myometrial cell | 835 | 0.85 | 0.00 | 0.89 | 0.66 | 0.00 | 0.83 | 0.78 | 0.86 | 0.90 |
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- | CD4-positive, alpha-beta T cell | 385 | 0.75 | 0.68 | 0.82 | 0.63 | 0.00 | 0.86 | 0.92 | 0.93 | 0.88 |
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- | ciliated epithelial cell | 293 | 0.98 | 0.86 | 0.98 | 0.86 | 0.00 | 0.97 | 0.99 | 0.99 | 0.99 |
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- | mature NK T cell | 192 | 0.67 | 0.46 | 0.76 | 0.66 | 0.00 | 0.86 | 0.85 | 0.88 | 0.90 |
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- | neutrophil | 95 | 0.89 | 0.91 | 0.94 | 0.93 | 0.00 | 0.90 | 0.99 | 0.98 | 0.98 |
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- | myofibroblast cell | 89 | 0.00 | 0.00 | 0.21 | 0.12 | 0.00 | 0.20 | 0.42 | 0.53 | 0.33 |
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- | natural killer cell | 90 | 0.00 | 0.00 | 0.47 | 0.38 | 0.00 | 0.51 | 0.87 | 0.91 | 0.78 |
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- | mast cell | 59 | 0.94 | 0.94 | 0.96 | 0.92 | 0.00 | 0.90 | 0.98 | 0.94 | 0.96 |
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- | B cell | 44 | 0.78 | 0.90 | 0.97 | 0.84 | 0.00 | 0.82 | 1.00 | 0.99 | 1.00 |
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- | T cell | 41 | 0.00 | 0.00 | 0.24 | 0.13 | 0.00 | 0.55 | 1.00 | 0.99 | 0.85 |
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- | monocyte | 19 | 0.00 | 0.00 | 0.43 | 0.00 | 0.00 | 0.77 | 0.95 | 0.97 | 0.48 |
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- | plasma cell | 18 | 0.00 | 0.00 | 1.00 | 0.80 | 0.00 | 0.83 | 1.00 | 1.00 | 1.00 |
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- | skeletal muscle satellite stem cell | 16 | 0.00 | 0.00 | 0.11 | 0.00 | 0.00 | 0.76 | 0.89 | 1.00 | 0.97 |
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- | endothelial cell of lymphatic vessel | 5 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.29 | 0.77 | 1.00 | 0.33 |
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- | innate lymphoid cell | 4 | 0.00 | 0.00 | 0.40 | 0.00 | 0.00 | 0.86 | 1.00 | 1.00 | 0.86 |
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- | intermediate monocyte | 4 | 0.00 | 0.00 | 0.40 | 0.00 | 0.00 | 0.67 | 1.00 | 1.00 | 0.00 |
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- | adventitial cell | 4 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.12 | 1.00 | 0.89 | 0.00 |
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- | myeloid dendritic cell | 2 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 1.00 | 1.00 | 1.00 | 0.00 |
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- | epithelial fate stem cell | 2 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.17 | 1.00 | 1.00 | 1.00 |
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- | regulatory T cell | 1 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.50 | 1.00 | 1.00 | 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| fibroblast | 681 | 0.97 | 0.74 | 0.97 | 0.93 | 0.00 | 0.90 | 0.93 | 0.94 | 0.98 |\n| endothelial cell | 437 | 0.99 | 0.98 | 0.98 | 0.99 | 0.00 | 0.98 | 0.99 | 0.99 | 0.99 |\n| vascular associated smooth muscle cell | 365 | 0.69 | 0.25 | 0.82 | 0.75 | 0.00 | 0.70 | 0.58 | 0.65 | 0.75 |\n| epithelial cell of uterus | 153 | 0.99 | 0.98 | 0.97 | 0.94 | 0.00 | 0.96 | 0.98 | 0.96 | 0.99 |\n| CD8-positive, alpha-beta T cell | 137 | 0.84 | 0.88 | 0.89 | 0.75 | 0.00 | 0.73 | 0.79 | 0.87 | 0.88 |\n| pericyte | 109 | 0.43 | 0.29 | 0.34 | 0.27 | 0.00 | 0.43 | 0.36 | 0.40 | 0.44 |\n| macrophage | 95 | 0.97 | 0.96 | 0.95 | 0.94 | 0.00 | 0.95 | 0.97 | 0.97 | 0.96 |\n| myometrial cell | 82 | 0.81 | 0.00 | 0.85 | 0.51 | 0.00 | 0.76 | 0.66 | 0.78 | 0.84 |\n| CD4-positive, alpha-beta T cell | 53 | 0.79 | 0.78 | 0.84 | 0.43 | 0.00 | 0.83 | 0.80 | 0.87 | 0.85 |\n| ciliated epithelial cell | 27 | 1.00 | 0.98 | 0.98 | 0.76 | 0.00 | 0.92 | 1.00 | 1.00 | 1.00 |\n| mature NK T cell | 15 | 0.49 | 0.43 | 0.48 | 0.45 | 0.00 | 0.54 | 0.49 | 0.53 | 0.59 |\n| neutrophil | 8 | 0.74 | 0.86 | 0.80 | 0.62 | 0.00 | 0.67 | 1.00 | 0.88 | 0.88 |\n| myofibroblast cell | 12 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.06 | 0.10 | 0.06 | 0.00 |\n| natural killer cell | 2 | 0.00 | 0.00 | 0.50 | 0.00 | 0.00 | 0.11 | 0.00 | 0.20 | 0.00 |\n| mast cell | 6 | 0.92 | 0.92 | 0.91 | 0.77 | 0.00 | 0.86 | 0.92 | 0.92 | 0.92 |\n| B cell | 6 | 0.73 | 0.80 | 0.91 | 0.60 | 0.00 | 0.77 | 1.00 | 1.00 | 1.00 |\n| T cell | 6 | 0.00 | 0.00 | 0.29 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 |\n| monocyte | 2 | 0.00 | 0.00 | 0.67 | 0.00 | 0.00 | 0.50 | 1.00 | 0.50 | 0.00 |\n| plasma cell | 1 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.50 | 1.00 | 1.00 | 1.00 |\n| skeletal muscle satellite stem cell | 2 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 |\n| endothelial cell of lymphatic vessel | 1 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 |\n| innate lymphoid cell | 1 | 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| adventitial cell | 0 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 |\n| myeloid dendritic cell | 0 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 |\n| epithelial fate stem cell | 0 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 |\n| regulatory T cell | 0 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 |",
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- "ref_accuracy": "| Cell Type | N cells | celltypist | knn bbknn | knn harmony | knn on scvi | onclass | scanvi | svm | xgboost | Consensus Prediction |\n| --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- |\n| fibroblast | 5912 | 0.96 | 0.70 | 0.98 | 0.94 | 0.00 | 0.90 | 0.95 | 0.96 | 0.98 |\n| endothelial cell | 4260 | 0.99 | 0.98 | 0.99 | 0.99 | 0.00 | 0.98 | 0.99 | 0.99 | 1.00 |\n| vascular associated smooth muscle cell | 3230 | 0.66 | 0.06 | 0.86 | 0.82 | 0.00 | 0.74 | 0.68 | 0.72 | 0.81 |\n| epithelial cell of uterus | 1264 | 0.98 | 0.95 | 0.99 | 0.96 | 0.00 | 0.96 | 0.99 | 0.98 | 0.99 |\n| CD8-positive, alpha-beta T cell | 1204 | 0.85 | 0.84 | 0.90 | 0.85 | 0.00 | 0.85 | 0.93 | 0.95 | 0.94 |\n| pericyte | 924 | 0.44 | 0.22 | 0.52 | 0.46 | 0.00 | 0.52 | 0.54 | 0.56 | 0.61 |\n| macrophage | 834 | 0.96 | 0.95 | 0.97 | 0.96 | 0.00 | 0.96 | 0.98 | 0.98 | 0.97 |\n| myometrial cell | 835 | 0.85 | 0.00 | 0.89 | 0.66 | 0.00 | 0.83 | 0.78 | 0.86 | 0.90 |\n| CD4-positive, alpha-beta T cell | 385 | 0.75 | 0.68 | 0.82 | 0.63 | 0.00 | 0.86 | 0.92 | 0.93 | 0.88 |\n| ciliated epithelial cell | 293 | 0.98 | 0.86 | 0.98 | 0.86 | 0.00 | 0.97 | 0.99 | 0.99 | 0.99 |\n| mature NK T cell | 192 | 0.67 | 0.46 | 0.76 | 0.66 | 0.00 | 0.86 | 0.85 | 0.88 | 0.90 |\n| neutrophil | 95 | 0.89 | 0.91 | 0.94 | 0.93 | 0.00 | 0.90 | 0.99 | 0.98 | 0.98 |\n| myofibroblast cell | 89 | 0.00 | 0.00 | 0.21 | 0.12 | 0.00 | 0.20 | 0.42 | 0.53 | 0.33 |\n| natural killer cell | 90 | 0.00 | 0.00 | 0.47 | 0.38 | 0.00 | 0.51 | 0.87 | 0.91 | 0.78 |\n| mast cell | 59 | 0.94 | 0.94 | 0.96 | 0.92 | 0.00 | 0.90 | 0.98 | 0.94 | 0.96 |\n| B cell | 44 | 0.78 | 0.90 | 0.97 | 0.84 | 0.00 | 0.82 | 1.00 | 0.99 | 1.00 |\n| T cell | 41 | 0.00 | 0.00 | 0.24 | 0.13 | 0.00 | 0.55 | 1.00 | 0.99 | 0.85 |\n| monocyte | 19 | 0.00 | 0.00 | 0.43 | 0.00 | 0.00 | 0.77 | 0.95 | 0.97 | 0.48 |\n| plasma cell | 18 | 0.00 | 0.00 | 1.00 | 0.80 | 0.00 | 0.83 | 1.00 | 1.00 | 1.00 |\n| skeletal muscle satellite stem cell | 16 | 0.00 | 0.00 | 0.11 | 0.00 | 0.00 | 0.76 | 0.89 | 1.00 | 0.97 |\n| endothelial cell of lymphatic vessel | 5 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.29 | 0.77 | 1.00 | 0.33 |\n| innate lymphoid cell | 4 | 0.00 | 0.00 | 0.40 | 0.00 | 0.00 | 0.86 | 1.00 | 1.00 | 0.86 |\n| intermediate monocyte | 4 | 0.00 | 0.00 | 0.40 | 0.00 | 0.00 | 0.67 | 1.00 | 1.00 | 0.00 |\n| adventitial cell | 4 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.12 | 1.00 | 0.89 | 0.00 |\n| myeloid dendritic cell | 2 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 1.00 | 1.00 | 1.00 | 0.00 |\n| epithelial fate stem cell | 2 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.17 | 1.00 | 1.00 | 1.00 |\n| regulatory T cell | 1 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.50 | 1.00 | 1.00 | 0.00 |"
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  }
 
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  {
2
+ "query_accuracy": "| Cell Type | N cells | celltypist | knn bbknn | knn harmony | knn on scvi | onclass | scanvi | svm | xgboost | Consensus Prediction |\n| --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- |\n| fibroblast | 682 | 0.96 | 0.73 | 0.97 | 0.90 | 0.00 | 0.86 | 0.93 | 0.94 | 0.97 |\n| endothelial cell | 419 | 0.99 | 0.99 | 0.99 | 0.96 | 0.00 | 0.97 | 0.99 | 0.99 | 0.99 |\n| vascular associated smooth muscle cell | 384 | 0.70 | 0.23 | 0.84 | 0.75 | 0.00 | 0.67 | 0.63 | 0.68 | 0.75 |\n| epithelial cell of uterus | 149 | 0.97 | 0.97 | 0.99 | 0.92 | 0.00 | 0.96 | 0.99 | 0.97 | 0.99 |\n| CD8-positive, alpha-beta T cell | 135 | 0.84 | 0.86 | 0.88 | 0.85 | 0.00 | 0.73 | 0.80 | 0.85 | 0.90 |\n| pericyte | 102 | 0.40 | 0.19 | 0.33 | 0.21 | 0.00 | 0.42 | 0.40 | 0.43 | 0.43 |\n| macrophage | 87 | 0.97 | 0.93 | 0.94 | 0.95 | 0.00 | 0.89 | 0.98 | 0.97 | 0.96 |\n| myometrial cell | 83 | 0.81 | 0.00 | 0.86 | 0.68 | 0.00 | 0.66 | 0.73 | 0.77 | 0.83 |\n| CD4-positive, alpha-beta T cell | 49 | 0.83 | 0.74 | 0.80 | 0.71 | 0.00 | 0.80 | 0.78 | 0.88 | 0.86 |\n| ciliated epithelial cell | 31 | 1.00 | 0.98 | 0.98 | 0.94 | 0.00 | 0.95 | 1.00 | 1.00 | 0.98 |\n| mature NK T cell | 23 | 0.62 | 0.62 | 0.70 | 0.72 | 0.00 | 0.67 | 0.76 | 0.52 | 0.75 |\n| neutrophil | 12 | 1.00 | 0.79 | 0.85 | 0.81 | 0.00 | 0.79 | 0.83 | 0.96 | 0.81 |\n| myofibroblast cell | 18 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.26 | 0.24 | 0.23 | 0.00 |\n| natural killer cell | 5 | 0.00 | 0.29 | 0.33 | 0.00 | 0.00 | 0.06 | 0.15 | 0.00 | 0.00 |\n| mast cell | 7 | 0.93 | 0.93 | 0.93 | 0.86 | 0.00 | 1.00 | 0.93 | 0.93 | 0.93 |\n| B cell | 7 | 0.92 | 0.88 | 0.92 | 0.93 | 0.00 | 0.82 | 1.00 | 1.00 | 1.00 |\n| T cell | 3 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.10 | 0.00 | 0.00 | 0.00 |\n| monocyte | 1 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 |\n| plasma cell | 2 | 1.00 | 0.00 | 1.00 | 0.67 | 0.00 | 1.00 | 1.00 | 1.00 | 1.00 |\n| skeletal muscle satellite stem cell | 2 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 |\n| endothelial cell of lymphatic vessel | 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| innate lymphoid cell | 1 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.67 | 0.00 | 0.00 | 0.00 |\n| adventitial cell | 0 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 |\n| myeloid dendritic cell | 0 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 |\n| epithelial fate stem cell | 0 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 |\n| granulocyte | 1 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 |\n| regulatory T 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| fibroblast | 5911 | 0.97 | 0.73 | 0.97 | 0.91 | 0.00 | 0.91 | 0.95 | 0.96 | 0.97 |\n| endothelial cell | 4278 | 0.99 | 0.99 | 0.99 | 0.97 | 0.00 | 0.98 | 0.99 | 0.99 | 1.00 |\n| vascular associated smooth muscle cell | 3211 | 0.69 | 0.25 | 0.84 | 0.77 | 0.00 | 0.74 | 0.72 | 0.73 | 0.81 |\n| epithelial cell of uterus | 1268 | 0.97 | 0.98 | 0.99 | 0.93 | 0.00 | 0.97 | 0.99 | 0.98 | 0.99 |\n| CD8-positive, alpha-beta T cell | 1206 | 0.82 | 0.85 | 0.88 | 0.86 | 0.00 | 0.85 | 0.93 | 0.94 | 0.92 |\n| pericyte | 931 | 0.44 | 0.28 | 0.34 | 0.30 | 0.00 | 0.51 | 0.56 | 0.57 | 0.60 |\n| macrophage | 842 | 0.95 | 0.95 | 0.96 | 0.95 | 0.00 | 0.94 | 0.98 | 0.98 | 0.97 |\n| myometrial cell | 834 | 0.83 | 0.00 | 0.87 | 0.72 | 0.00 | 0.78 | 0.81 | 0.85 | 0.88 |\n| CD4-positive, alpha-beta T cell | 389 | 0.73 | 0.73 | 0.79 | 0.71 | 0.00 | 0.83 | 0.91 | 0.95 | 0.87 |\n| ciliated epithelial cell | 289 | 0.98 | 0.97 | 0.99 | 0.90 | 0.00 | 0.96 | 0.99 | 0.98 | 0.99 |\n| mature NK T cell | 184 | 0.65 | 0.60 | 0.70 | 0.68 | 0.00 | 0.79 | 0.87 | 0.88 | 0.86 |\n| neutrophil | 91 | 0.99 | 0.86 | 0.92 | 0.85 | 0.00 | 0.88 | 0.95 | 0.98 | 0.97 |\n| myofibroblast cell | 83 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.22 | 0.44 | 0.48 | 0.09 |\n| natural killer cell | 87 | 0.00 | 0.12 | 0.29 | 0.20 | 0.00 | 0.62 | 0.85 | 0.84 | 0.71 |\n| mast cell | 58 | 0.92 | 0.93 | 0.93 | 0.92 | 0.00 | 0.99 | 0.97 | 0.95 | 0.96 |\n| B cell | 43 | 0.87 | 0.83 | 0.92 | 0.84 | 0.00 | 0.70 | 1.00 | 1.00 | 0.99 |\n| T cell | 44 | 0.00 | 0.04 | 0.00 | 0.00 | 0.00 | 0.49 | 0.99 | 0.98 | 0.83 |\n| monocyte | 20 | 0.00 | 0.00 | 0.32 | 0.25 | 0.00 | 0.64 | 0.98 | 0.98 | 0.40 |\n| plasma cell | 17 | 0.94 | 0.00 | 0.94 | 0.80 | 0.00 | 0.97 | 1.00 | 1.00 | 1.00 |\n| skeletal muscle satellite stem cell | 16 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.44 | 0.84 | 1.00 | 1.00 |\n| endothelial cell of lymphatic vessel | 6 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.31 | 0.92 | 1.00 | 0.29 |\n| intermediate monocyte | 5 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.50 | 1.00 | 1.00 | 0.00 |\n| innate lymphoid cell | 4 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 1.00 | 1.00 | 1.00 | 1.00 |\n| adventitial cell | 4 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.15 | 1.00 | 0.80 | 0.40 |\n| myeloid dendritic cell | 2 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.31 | 1.00 | 1.00 | 0.00 |\n| epithelial fate stem cell | 2 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.40 | 1.00 | 1.00 | 1.00 |\n| granulocyte | 0 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 |\n| regulatory T cell | 1 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.17 | 1.00 | 1.00 | 0.00 |"
4
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633
  "ENSG00000103657",
634
  "ENSG00000103671",
 
635
  "ENSG00000103811",
636
  "ENSG00000103876",
637
  "ENSG00000103932",
638
  "ENSG00000104043",
639
- "ENSG00000104081",
640
  "ENSG00000104133",
641
  "ENSG00000104140",
642
  "ENSG00000104147",
@@ -647,7 +640,6 @@
647
  "ENSG00000104442",
648
  "ENSG00000104450",
649
  "ENSG00000104524",
650
- "ENSG00000104549",
651
  "ENSG00000104626",
652
  "ENSG00000104679",
653
  "ENSG00000104722",
@@ -666,12 +658,12 @@
666
  "ENSG00000104946",
667
  "ENSG00000104951",
668
  "ENSG00000104957",
 
669
  "ENSG00000104972",
670
  "ENSG00000104976",
671
  "ENSG00000104998",
672
  "ENSG00000105011",
673
  "ENSG00000105048",
674
- "ENSG00000105053",
675
  "ENSG00000105072",
676
  "ENSG00000105122",
677
  "ENSG00000105131",
@@ -686,11 +678,12 @@
686
  "ENSG00000105246",
687
  "ENSG00000105255",
688
  "ENSG00000105287",
689
- "ENSG00000105289",
690
- "ENSG00000105290",
691
  "ENSG00000105374",
 
692
  "ENSG00000105447",
693
  "ENSG00000105486",
 
694
  "ENSG00000105509",
695
  "ENSG00000105607",
696
  "ENSG00000105612",
@@ -700,7 +693,6 @@
700
  "ENSG00000105643",
701
  "ENSG00000105655",
702
  "ENSG00000105671",
703
- "ENSG00000105679",
704
  "ENSG00000105698",
705
  "ENSG00000105699",
706
  "ENSG00000105707",
@@ -709,13 +701,11 @@
709
  "ENSG00000105732",
710
  "ENSG00000105835",
711
  "ENSG00000105851",
712
- "ENSG00000105865",
713
  "ENSG00000105866",
714
  "ENSG00000105875",
715
  "ENSG00000105967",
716
  "ENSG00000105983",
717
  "ENSG00000106003",
718
- "ENSG00000106009",
719
  "ENSG00000106013",
720
  "ENSG00000106066",
721
  "ENSG00000106069",
@@ -748,36 +738,31 @@
748
  "ENSG00000107651",
749
  "ENSG00000107742",
750
  "ENSG00000107771",
751
- "ENSG00000107789",
752
  "ENSG00000107796",
753
  "ENSG00000107798",
754
- "ENSG00000107815",
755
  "ENSG00000107821",
756
  "ENSG00000107829",
757
  "ENSG00000107854",
758
  "ENSG00000107968",
759
  "ENSG00000108094",
760
- "ENSG00000108244",
761
  "ENSG00000108352",
762
  "ENSG00000108370",
763
  "ENSG00000108384",
764
  "ENSG00000108387",
765
  "ENSG00000108423",
766
  "ENSG00000108443",
767
- "ENSG00000108469",
768
  "ENSG00000108479",
769
  "ENSG00000108506",
770
  "ENSG00000108511",
771
  "ENSG00000108515",
772
  "ENSG00000108518",
773
- "ENSG00000108557",
774
  "ENSG00000108639",
775
  "ENSG00000108654",
776
  "ENSG00000108688",
777
  "ENSG00000108733",
778
  "ENSG00000108771",
779
  "ENSG00000108784",
780
- "ENSG00000108786",
781
  "ENSG00000108798",
782
  "ENSG00000108799",
783
  "ENSG00000108821",
@@ -790,17 +775,15 @@
790
  "ENSG00000108960",
791
  "ENSG00000108984",
792
  "ENSG00000109063",
793
- "ENSG00000109066",
794
  "ENSG00000109084",
795
  "ENSG00000109118",
796
  "ENSG00000109133",
797
  "ENSG00000109321",
798
  "ENSG00000109452",
 
799
  "ENSG00000109684",
800
- "ENSG00000109685",
801
  "ENSG00000109689",
802
  "ENSG00000109775",
803
- "ENSG00000109805",
804
  "ENSG00000109846",
805
  "ENSG00000109854",
806
  "ENSG00000109861",
@@ -830,10 +813,10 @@
830
  "ENSG00000110851",
831
  "ENSG00000110871",
832
  "ENSG00000110876",
833
- "ENSG00000110900",
834
  "ENSG00000110906",
835
  "ENSG00000110934",
836
  "ENSG00000111012",
 
837
  "ENSG00000111144",
838
  "ENSG00000111181",
839
  "ENSG00000111199",
@@ -857,20 +840,20 @@
857
  "ENSG00000111653",
858
  "ENSG00000111664",
859
  "ENSG00000111665",
 
860
  "ENSG00000111670",
861
  "ENSG00000111674",
862
  "ENSG00000111679",
863
  "ENSG00000111725",
864
  "ENSG00000111726",
865
  "ENSG00000111728",
866
- "ENSG00000111790",
867
  "ENSG00000111796",
868
  "ENSG00000111802",
869
  "ENSG00000111859",
870
  "ENSG00000111875",
871
  "ENSG00000111880",
872
  "ENSG00000111913",
873
- "ENSG00000112039",
874
  "ENSG00000112053",
875
  "ENSG00000112118",
876
  "ENSG00000112137",
@@ -879,14 +862,13 @@
879
  "ENSG00000112159",
880
  "ENSG00000112167",
881
  "ENSG00000112200",
 
882
  "ENSG00000112245",
883
- "ENSG00000112293",
884
  "ENSG00000112297",
885
  "ENSG00000112299",
886
  "ENSG00000112339",
887
  "ENSG00000112343",
888
  "ENSG00000112367",
889
- "ENSG00000112406",
890
  "ENSG00000112592",
891
  "ENSG00000112659",
892
  "ENSG00000112679",
@@ -895,35 +877,29 @@
895
  "ENSG00000112782",
896
  "ENSG00000112796",
897
  "ENSG00000112799",
898
- "ENSG00000112852",
899
  "ENSG00000112874",
900
  "ENSG00000112877",
901
  "ENSG00000112996",
902
  "ENSG00000113088",
903
- "ENSG00000113119",
904
  "ENSG00000113140",
905
  "ENSG00000113161",
906
- "ENSG00000113209",
907
- "ENSG00000113212",
908
  "ENSG00000113231",
909
  "ENSG00000113240",
910
- "ENSG00000113248",
911
  "ENSG00000113263",
912
  "ENSG00000113328",
913
  "ENSG00000113356",
914
  "ENSG00000113441",
915
- "ENSG00000113504",
916
  "ENSG00000113532",
917
  "ENSG00000113552",
918
  "ENSG00000113555",
 
919
  "ENSG00000113597",
920
  "ENSG00000113638",
921
- "ENSG00000113643",
922
  "ENSG00000113739",
923
- "ENSG00000113790",
924
  "ENSG00000113810",
925
  "ENSG00000113812",
926
  "ENSG00000113838",
 
927
  "ENSG00000114013",
928
  "ENSG00000114054",
929
  "ENSG00000114378",
@@ -951,7 +927,6 @@
951
  "ENSG00000115091",
952
  "ENSG00000115107",
953
  "ENSG00000115112",
954
- "ENSG00000115138",
955
  "ENSG00000115165",
956
  "ENSG00000115207",
957
  "ENSG00000115232",
@@ -988,41 +963,46 @@
988
  "ENSG00000115902",
989
  "ENSG00000115947",
990
  "ENSG00000115956",
 
 
991
  "ENSG00000116096",
992
  "ENSG00000116106",
 
993
  "ENSG00000116138",
994
  "ENSG00000116198",
995
  "ENSG00000116237",
996
  "ENSG00000116266",
 
997
  "ENSG00000116396",
998
  "ENSG00000116489",
999
  "ENSG00000116497",
 
1000
  "ENSG00000116663",
 
1001
  "ENSG00000116679",
1002
  "ENSG00000116688",
1003
  "ENSG00000116691",
1004
  "ENSG00000116701",
1005
  "ENSG00000116704",
1006
  "ENSG00000116741",
 
1007
  "ENSG00000116750",
1008
  "ENSG00000116771",
1009
  "ENSG00000116786",
1010
  "ENSG00000116809",
1011
  "ENSG00000116824",
1012
  "ENSG00000116830",
 
1013
  "ENSG00000116906",
1014
  "ENSG00000116918",
1015
- "ENSG00000116977",
1016
  "ENSG00000116990",
1017
  "ENSG00000117054",
1018
- "ENSG00000117090",
1019
  "ENSG00000117091",
1020
  "ENSG00000117151",
1021
  "ENSG00000117152",
1022
  "ENSG00000117153",
1023
  "ENSG00000117174",
1024
  "ENSG00000117222",
1025
- "ENSG00000117242",
1026
  "ENSG00000117280",
1027
  "ENSG00000117281",
1028
  "ENSG00000117360",
@@ -1032,11 +1012,15 @@
1032
  "ENSG00000117479",
1033
  "ENSG00000117480",
1034
  "ENSG00000117505",
 
1035
  "ENSG00000117543",
1036
  "ENSG00000117560",
 
1037
  "ENSG00000117602",
1038
  "ENSG00000117632",
1039
  "ENSG00000117676",
 
 
1040
  "ENSG00000117751",
1041
  "ENSG00000117758",
1042
  "ENSG00000117791",
@@ -1045,13 +1029,10 @@
1045
  "ENSG00000118137",
1046
  "ENSG00000118162",
1047
  "ENSG00000118197",
1048
- "ENSG00000118242",
1049
  "ENSG00000118260",
1050
- "ENSG00000118276",
1051
  "ENSG00000118308",
1052
  "ENSG00000118454",
1053
  "ENSG00000118503",
1054
- "ENSG00000118513",
1055
  "ENSG00000118514",
1056
  "ENSG00000118515",
1057
  "ENSG00000118523",
@@ -1063,7 +1044,6 @@
1063
  "ENSG00000118785",
1064
  "ENSG00000118849",
1065
  "ENSG00000118855",
1066
- "ENSG00000118960",
1067
  "ENSG00000119004",
1068
  "ENSG00000119041",
1069
  "ENSG00000119203",
@@ -1080,19 +1060,19 @@
1080
  "ENSG00000119673",
1081
  "ENSG00000119682",
1082
  "ENSG00000119684",
1083
- "ENSG00000119686",
1084
  "ENSG00000119760",
1085
  "ENSG00000119778",
1086
  "ENSG00000119801",
 
1087
  "ENSG00000119917",
1088
  "ENSG00000119922",
 
1089
  "ENSG00000119986",
1090
  "ENSG00000120053",
1091
  "ENSG00000120129",
1092
  "ENSG00000120217",
1093
  "ENSG00000120280",
1094
  "ENSG00000120314",
1095
- "ENSG00000120324",
1096
  "ENSG00000120437",
1097
  "ENSG00000120539",
1098
  "ENSG00000120662",
@@ -1110,6 +1090,7 @@
1110
  "ENSG00000120915",
1111
  "ENSG00000120948",
1112
  "ENSG00000121005",
 
1113
  "ENSG00000121058",
1114
  "ENSG00000121104",
1115
  "ENSG00000121152",
@@ -1131,7 +1112,6 @@
1131
  "ENSG00000121690",
1132
  "ENSG00000121716",
1133
  "ENSG00000121753",
1134
- "ENSG00000121769",
1135
  "ENSG00000121775",
1136
  "ENSG00000121797",
1137
  "ENSG00000121895",
@@ -1146,9 +1126,9 @@
1146
  "ENSG00000122224",
1147
  "ENSG00000122299",
1148
  "ENSG00000122335",
1149
- "ENSG00000122417",
1150
  "ENSG00000122435",
1151
  "ENSG00000122484",
 
1152
  "ENSG00000122557",
1153
  "ENSG00000122592",
1154
  "ENSG00000122678",
@@ -1168,14 +1148,15 @@
1168
  "ENSG00000123178",
1169
  "ENSG00000123191",
1170
  "ENSG00000123240",
 
1171
  "ENSG00000123329",
1172
  "ENSG00000123338",
 
1173
  "ENSG00000123358",
1174
  "ENSG00000123411",
1175
  "ENSG00000123427",
1176
  "ENSG00000123444",
1177
  "ENSG00000123453",
1178
- "ENSG00000123595",
1179
  "ENSG00000123600",
1180
  "ENSG00000123643",
1181
  "ENSG00000123689",
@@ -1184,13 +1165,11 @@
1184
  "ENSG00000123838",
1185
  "ENSG00000123983",
1186
  "ENSG00000124019",
1187
- "ENSG00000124067",
1188
  "ENSG00000124091",
1189
  "ENSG00000124103",
1190
  "ENSG00000124107",
1191
  "ENSG00000124126",
1192
  "ENSG00000124145",
1193
- "ENSG00000124151",
1194
  "ENSG00000124160",
1195
  "ENSG00000124201",
1196
  "ENSG00000124203",
@@ -1199,9 +1178,9 @@
1199
  "ENSG00000124275",
1200
  "ENSG00000124279",
1201
  "ENSG00000124374",
1202
- "ENSG00000124406",
1203
  "ENSG00000124466",
1204
  "ENSG00000124479",
 
1205
  "ENSG00000124532",
1206
  "ENSG00000124596",
1207
  "ENSG00000124659",
@@ -1221,7 +1200,6 @@
1221
  "ENSG00000125245",
1222
  "ENSG00000125319",
1223
  "ENSG00000125337",
1224
- "ENSG00000125378",
1225
  "ENSG00000125384",
1226
  "ENSG00000125430",
1227
  "ENSG00000125447",
@@ -1242,10 +1220,9 @@
1242
  "ENSG00000125726",
1243
  "ENSG00000125735",
1244
  "ENSG00000125741",
1245
- "ENSG00000125746",
1246
  "ENSG00000125772",
1247
- "ENSG00000125814",
1248
  "ENSG00000125827",
 
1249
  "ENSG00000125910",
1250
  "ENSG00000125945",
1251
  "ENSG00000126062",
@@ -1261,7 +1238,6 @@
1261
  "ENSG00000126860",
1262
  "ENSG00000126953",
1263
  "ENSG00000127080",
1264
- "ENSG00000127083",
1265
  "ENSG00000127084",
1266
  "ENSG00000127129",
1267
  "ENSG00000127152",
@@ -1294,11 +1270,7 @@
1294
  "ENSG00000128578",
1295
  "ENSG00000128596",
1296
  "ENSG00000128604",
1297
- "ENSG00000128606",
1298
- "ENSG00000128645",
1299
  "ENSG00000128928",
1300
- "ENSG00000128965",
1301
- "ENSG00000128973",
1302
  "ENSG00000129003",
1303
  "ENSG00000129028",
1304
  "ENSG00000129071",
@@ -1310,6 +1282,7 @@
1310
  "ENSG00000129450",
1311
  "ENSG00000129451",
1312
  "ENSG00000129465",
 
1313
  "ENSG00000129474",
1314
  "ENSG00000129480",
1315
  "ENSG00000129534",
@@ -1329,8 +1302,8 @@
1329
  "ENSG00000130066",
1330
  "ENSG00000130227",
1331
  "ENSG00000130270",
1332
- "ENSG00000130294",
1333
  "ENSG00000130305",
 
1334
  "ENSG00000130347",
1335
  "ENSG00000130348",
1336
  "ENSG00000130363",
@@ -1363,7 +1336,9 @@
1363
  "ENSG00000131115",
1364
  "ENSG00000131153",
1365
  "ENSG00000131165",
 
1366
  "ENSG00000131203",
 
1367
  "ENSG00000131242",
1368
  "ENSG00000131263",
1369
  "ENSG00000131351",
@@ -1405,6 +1380,7 @@
1405
  "ENSG00000132664",
1406
  "ENSG00000132670",
1407
  "ENSG00000132692",
 
1408
  "ENSG00000132749",
1409
  "ENSG00000132768",
1410
  "ENSG00000132773",
@@ -1415,15 +1391,13 @@
1415
  "ENSG00000132965",
1416
  "ENSG00000133065",
1417
  "ENSG00000133101",
1418
- "ENSG00000133104",
1419
  "ENSG00000133116",
1420
- "ENSG00000133195",
1421
  "ENSG00000133216",
1422
  "ENSG00000133246",
1423
  "ENSG00000133256",
1424
  "ENSG00000133302",
1425
  "ENSG00000133316",
1426
- "ENSG00000133321",
1427
  "ENSG00000133393",
1428
  "ENSG00000133454",
1429
  "ENSG00000133561",
@@ -1439,9 +1413,9 @@
1439
  "ENSG00000133895",
1440
  "ENSG00000133943",
1441
  "ENSG00000133985",
1442
- "ENSG00000133997",
1443
  "ENSG00000134057",
1444
  "ENSG00000134061",
 
1445
  "ENSG00000134146",
1446
  "ENSG00000134215",
1447
  "ENSG00000134222",
@@ -1451,6 +1425,7 @@
1451
  "ENSG00000134256",
1452
  "ENSG00000134258",
1453
  "ENSG00000134262",
 
1454
  "ENSG00000134285",
1455
  "ENSG00000134291",
1456
  "ENSG00000134333",
@@ -1460,8 +1435,6 @@
1460
  "ENSG00000134516",
1461
  "ENSG00000134539",
1462
  "ENSG00000134545",
1463
- "ENSG00000134574",
1464
- "ENSG00000134594",
1465
  "ENSG00000134602",
1466
  "ENSG00000134668",
1467
  "ENSG00000134684",
@@ -1483,6 +1456,7 @@
1483
  "ENSG00000135070",
1484
  "ENSG00000135077",
1485
  "ENSG00000135083",
 
1486
  "ENSG00000135114",
1487
  "ENSG00000135119",
1488
  "ENSG00000135127",
@@ -1493,10 +1467,9 @@
1493
  "ENSG00000135314",
1494
  "ENSG00000135315",
1495
  "ENSG00000135324",
1496
- "ENSG00000135334",
1497
  "ENSG00000135424",
1498
  "ENSG00000135426",
1499
- "ENSG00000135439",
1500
  "ENSG00000135451",
1501
  "ENSG00000135454",
1502
  "ENSG00000135469",
@@ -1517,11 +1490,10 @@
1517
  "ENSG00000135709",
1518
  "ENSG00000135736",
1519
  "ENSG00000135740",
1520
- "ENSG00000135744",
1521
  "ENSG00000135749",
 
1522
  "ENSG00000135801",
1523
  "ENSG00000135821",
1524
- "ENSG00000135828",
1525
  "ENSG00000135838",
1526
  "ENSG00000135842",
1527
  "ENSG00000135900",
@@ -1534,7 +1506,6 @@
1534
  "ENSG00000135968",
1535
  "ENSG00000135976",
1536
  "ENSG00000136011",
1537
- "ENSG00000136040",
1538
  "ENSG00000136059",
1539
  "ENSG00000136108",
1540
  "ENSG00000136144",
@@ -1551,14 +1522,13 @@
1551
  "ENSG00000136305",
1552
  "ENSG00000136319",
1553
  "ENSG00000136381",
1554
- "ENSG00000136404",
1555
  "ENSG00000136436",
1556
  "ENSG00000136444",
1557
  "ENSG00000136449",
1558
  "ENSG00000136451",
 
1559
  "ENSG00000136504",
1560
  "ENSG00000136514",
1561
- "ENSG00000136527",
1562
  "ENSG00000136531",
1563
  "ENSG00000136536",
1564
  "ENSG00000136560",
@@ -1579,7 +1549,6 @@
1579
  "ENSG00000136891",
1580
  "ENSG00000136897",
1581
  "ENSG00000136932",
1582
- "ENSG00000136982",
1583
  "ENSG00000136986",
1584
  "ENSG00000136999",
1585
  "ENSG00000137040",
@@ -1610,7 +1579,6 @@
1610
  "ENSG00000137673",
1611
  "ENSG00000137699",
1612
  "ENSG00000137713",
1613
- "ENSG00000137731",
1614
  "ENSG00000137752",
1615
  "ENSG00000137764",
1616
  "ENSG00000137767",
@@ -1620,7 +1588,6 @@
1620
  "ENSG00000137824",
1621
  "ENSG00000137825",
1622
  "ENSG00000137841",
1623
- "ENSG00000137845",
1624
  "ENSG00000137877",
1625
  "ENSG00000137878",
1626
  "ENSG00000137959",
@@ -1632,7 +1599,6 @@
1632
  "ENSG00000138111",
1633
  "ENSG00000138131",
1634
  "ENSG00000138135",
1635
- "ENSG00000138160",
1636
  "ENSG00000138180",
1637
  "ENSG00000138182",
1638
  "ENSG00000138185",
@@ -1652,6 +1618,7 @@
1652
  "ENSG00000138614",
1653
  "ENSG00000138615",
1654
  "ENSG00000138629",
 
1655
  "ENSG00000138646",
1656
  "ENSG00000138658",
1657
  "ENSG00000138670",
@@ -1662,23 +1629,23 @@
1662
  "ENSG00000138757",
1663
  "ENSG00000138767",
1664
  "ENSG00000138778",
1665
- "ENSG00000138785",
1666
  "ENSG00000138796",
1667
  "ENSG00000138821",
1668
  "ENSG00000138964",
1669
  "ENSG00000139055",
 
1670
  "ENSG00000139133",
1671
  "ENSG00000139190",
1672
  "ENSG00000139192",
1673
  "ENSG00000139193",
1674
  "ENSG00000139194",
1675
  "ENSG00000139200",
 
1676
  "ENSG00000139318",
1677
  "ENSG00000139329",
1678
  "ENSG00000139350",
1679
  "ENSG00000139352",
1680
  "ENSG00000139364",
1681
- "ENSG00000139437",
1682
  "ENSG00000139508",
1683
  "ENSG00000139572",
1684
  "ENSG00000139597",
@@ -1691,15 +1658,13 @@
1691
  "ENSG00000139714",
1692
  "ENSG00000139719",
1693
  "ENSG00000139737",
1694
- "ENSG00000139832",
1695
- "ENSG00000139880",
1696
  "ENSG00000139890",
1697
  "ENSG00000139899",
1698
  "ENSG00000139921",
 
1699
  "ENSG00000139990",
1700
  "ENSG00000139998",
1701
  "ENSG00000140030",
1702
- "ENSG00000140153",
1703
  "ENSG00000140199",
1704
  "ENSG00000140254",
1705
  "ENSG00000140259",
@@ -1725,15 +1690,12 @@
1725
  "ENSG00000140943",
1726
  "ENSG00000140968",
1727
  "ENSG00000141012",
1728
- "ENSG00000141013",
1729
  "ENSG00000141040",
1730
- "ENSG00000141076",
1731
  "ENSG00000141127",
1732
- "ENSG00000141179",
1733
  "ENSG00000141232",
1734
  "ENSG00000141255",
1735
  "ENSG00000141258",
1736
- "ENSG00000141298",
1737
  "ENSG00000141376",
1738
  "ENSG00000141434",
1739
  "ENSG00000141446",
@@ -1746,6 +1708,7 @@
1746
  "ENSG00000141556",
1747
  "ENSG00000141576",
1748
  "ENSG00000141577",
 
1749
  "ENSG00000141627",
1750
  "ENSG00000141642",
1751
  "ENSG00000141644",
@@ -1754,8 +1717,6 @@
1754
  "ENSG00000141664",
1755
  "ENSG00000141698",
1756
  "ENSG00000141699",
1757
- "ENSG00000141854",
1758
- "ENSG00000141956",
1759
  "ENSG00000141968",
1760
  "ENSG00000141994",
1761
  "ENSG00000142039",
@@ -1781,7 +1742,6 @@
1781
  "ENSG00000142892",
1782
  "ENSG00000142945",
1783
  "ENSG00000142959",
1784
- "ENSG00000142961",
1785
  "ENSG00000143110",
1786
  "ENSG00000143119",
1787
  "ENSG00000143126",
@@ -1789,6 +1749,7 @@
1789
  "ENSG00000143162",
1790
  "ENSG00000143178",
1791
  "ENSG00000143184",
 
1792
  "ENSG00000143207",
1793
  "ENSG00000143217",
1794
  "ENSG00000143337",
@@ -1798,10 +1759,8 @@
1798
  "ENSG00000143373",
1799
  "ENSG00000143375",
1800
  "ENSG00000143384",
1801
- "ENSG00000143401",
1802
  "ENSG00000143412",
1803
  "ENSG00000143436",
1804
- "ENSG00000143442",
1805
  "ENSG00000143450",
1806
  "ENSG00000143457",
1807
  "ENSG00000143458",
@@ -1812,13 +1771,13 @@
1812
  "ENSG00000143546",
1813
  "ENSG00000143630",
1814
  "ENSG00000143643",
1815
- "ENSG00000143653",
1816
  "ENSG00000143669",
1817
  "ENSG00000143674",
1818
  "ENSG00000143748",
1819
  "ENSG00000143751",
1820
  "ENSG00000143756",
1821
  "ENSG00000143793",
 
1822
  "ENSG00000143815",
1823
  "ENSG00000143847",
1824
  "ENSG00000143851",
@@ -1829,12 +1788,10 @@
1829
  "ENSG00000144026",
1830
  "ENSG00000144048",
1831
  "ENSG00000144115",
1832
- "ENSG00000144120",
1833
  "ENSG00000144136",
1834
  "ENSG00000144182",
1835
  "ENSG00000144214",
1836
  "ENSG00000144231",
1837
- "ENSG00000144306",
1838
  "ENSG00000144320",
1839
  "ENSG00000144381",
1840
  "ENSG00000144401",
@@ -1843,7 +1800,6 @@
1843
  "ENSG00000144559",
1844
  "ENSG00000144647",
1845
  "ENSG00000144659",
1846
- "ENSG00000144712",
1847
  "ENSG00000144736",
1848
  "ENSG00000144802",
1849
  "ENSG00000144815",
@@ -1855,7 +1811,6 @@
1855
  "ENSG00000145214",
1856
  "ENSG00000145246",
1857
  "ENSG00000145287",
1858
- "ENSG00000145293",
1859
  "ENSG00000145386",
1860
  "ENSG00000145388",
1861
  "ENSG00000145416",
@@ -1871,9 +1826,11 @@
1871
  "ENSG00000145723",
1872
  "ENSG00000145725",
1873
  "ENSG00000145817",
 
1874
  "ENSG00000145882",
1875
  "ENSG00000145907",
1876
  "ENSG00000145945",
 
1877
  "ENSG00000146070",
1878
  "ENSG00000146192",
1879
  "ENSG00000146197",
@@ -1883,6 +1840,7 @@
1883
  "ENSG00000146285",
1884
  "ENSG00000146410",
1885
  "ENSG00000146453",
 
1886
  "ENSG00000146670",
1887
  "ENSG00000146674",
1888
  "ENSG00000146678",
@@ -1891,12 +1849,12 @@
1891
  "ENSG00000146833",
1892
  "ENSG00000146859",
1893
  "ENSG00000146904",
1894
- "ENSG00000146909",
1895
  "ENSG00000146955",
 
1896
  "ENSG00000147041",
 
1897
  "ENSG00000147124",
1898
  "ENSG00000147138",
1899
- "ENSG00000147145",
1900
  "ENSG00000147162",
1901
  "ENSG00000147164",
1902
  "ENSG00000147224",
@@ -1909,7 +1867,6 @@
1909
  "ENSG00000147457",
1910
  "ENSG00000147471",
1911
  "ENSG00000147536",
1912
- "ENSG00000147548",
1913
  "ENSG00000147576",
1914
  "ENSG00000147592",
1915
  "ENSG00000147654",
@@ -1921,6 +1878,7 @@
1921
  "ENSG00000148019",
1922
  "ENSG00000148057",
1923
  "ENSG00000148110",
 
1924
  "ENSG00000148158",
1925
  "ENSG00000148175",
1926
  "ENSG00000148218",
@@ -1929,9 +1887,6 @@
1929
  "ENSG00000148288",
1930
  "ENSG00000148308",
1931
  "ENSG00000148331",
1932
- "ENSG00000148343",
1933
- "ENSG00000148399",
1934
- "ENSG00000148606",
1935
  "ENSG00000148700",
1936
  "ENSG00000148730",
1937
  "ENSG00000148773",
@@ -1945,7 +1900,6 @@
1945
  "ENSG00000149201",
1946
  "ENSG00000149231",
1947
  "ENSG00000149243",
1948
- "ENSG00000149260",
1949
  "ENSG00000149269",
1950
  "ENSG00000149294",
1951
  "ENSG00000149308",
@@ -1954,8 +1908,9 @@
1954
  "ENSG00000149346",
1955
  "ENSG00000149474",
1956
  "ENSG00000149489",
1957
- "ENSG00000149499",
1958
  "ENSG00000149548",
 
 
1959
  "ENSG00000149582",
1960
  "ENSG00000149599",
1961
  "ENSG00000149633",
@@ -1966,33 +1921,31 @@
1966
  "ENSG00000149968",
1967
  "ENSG00000150045",
1968
  "ENSG00000150281",
1969
- "ENSG00000150433",
1970
  "ENSG00000150455",
1971
  "ENSG00000150477",
1972
  "ENSG00000150527",
1973
- "ENSG00000150540",
1974
  "ENSG00000150551",
1975
  "ENSG00000150593",
1976
  "ENSG00000150637",
1977
  "ENSG00000150667",
 
1978
  "ENSG00000150773",
 
1979
  "ENSG00000150782",
1980
  "ENSG00000150867",
1981
  "ENSG00000150873",
1982
- "ENSG00000150893",
1983
  "ENSG00000150991",
1984
  "ENSG00000151062",
 
1985
  "ENSG00000151093",
1986
- "ENSG00000151135",
1987
- "ENSG00000151292",
1988
  "ENSG00000151332",
1989
  "ENSG00000151470",
1990
  "ENSG00000151498",
1991
  "ENSG00000151503",
1992
- "ENSG00000151532",
1993
  "ENSG00000151632",
1994
  "ENSG00000151651",
1995
  "ENSG00000151690",
 
1996
  "ENSG00000151715",
1997
  "ENSG00000151725",
1998
  "ENSG00000151726",
@@ -2002,13 +1955,12 @@
2002
  "ENSG00000151929",
2003
  "ENSG00000151948",
2004
  "ENSG00000152056",
2005
- "ENSG00000152133",
2006
  "ENSG00000152147",
2007
  "ENSG00000152154",
2008
  "ENSG00000152193",
2009
- "ENSG00000152207",
2010
  "ENSG00000152219",
2011
  "ENSG00000152234",
 
2012
  "ENSG00000152253",
2013
  "ENSG00000152291",
2014
  "ENSG00000152332",
@@ -2032,6 +1984,7 @@
2032
  "ENSG00000152778",
2033
  "ENSG00000152782",
2034
  "ENSG00000152784",
 
2035
  "ENSG00000152926",
2036
  "ENSG00000152931",
2037
  "ENSG00000152944",
@@ -2052,6 +2005,7 @@
2052
  "ENSG00000153563",
2053
  "ENSG00000153574",
2054
  "ENSG00000153767",
 
2055
  "ENSG00000153898",
2056
  "ENSG00000153975",
2057
  "ENSG00000154016",
@@ -2080,13 +2034,11 @@
2080
  "ENSG00000154832",
2081
  "ENSG00000154864",
2082
  "ENSG00000154889",
2083
- "ENSG00000154917",
2084
  "ENSG00000155008",
2085
  "ENSG00000155085",
2086
  "ENSG00000155097",
2087
  "ENSG00000155099",
2088
  "ENSG00000155158",
2089
- "ENSG00000155189",
2090
  "ENSG00000155229",
2091
  "ENSG00000155304",
2092
  "ENSG00000155307",
@@ -2094,6 +2046,7 @@
2094
  "ENSG00000155330",
2095
  "ENSG00000155367",
2096
  "ENSG00000155465",
 
2097
  "ENSG00000155530",
2098
  "ENSG00000155545",
2099
  "ENSG00000155561",
@@ -2105,6 +2058,7 @@
2105
  "ENSG00000155744",
2106
  "ENSG00000155827",
2107
  "ENSG00000155849",
 
2108
  "ENSG00000155858",
2109
  "ENSG00000155893",
2110
  "ENSG00000155926",
@@ -2120,7 +2074,6 @@
2120
  "ENSG00000156471",
2121
  "ENSG00000156475",
2122
  "ENSG00000156500",
2123
- "ENSG00000156502",
2124
  "ENSG00000156508",
2125
  "ENSG00000156675",
2126
  "ENSG00000156711",
@@ -2132,6 +2085,7 @@
2132
  "ENSG00000156970",
2133
  "ENSG00000157064",
2134
  "ENSG00000157106",
 
2135
  "ENSG00000157191",
2136
  "ENSG00000157259",
2137
  "ENSG00000157303",
@@ -2140,9 +2094,9 @@
2140
  "ENSG00000157456",
2141
  "ENSG00000157514",
2142
  "ENSG00000157542",
2143
- "ENSG00000157601",
2144
  "ENSG00000157833",
2145
  "ENSG00000157870",
 
2146
  "ENSG00000157890",
2147
  "ENSG00000157954",
2148
  "ENSG00000157978",
@@ -2154,11 +2108,9 @@
2154
  "ENSG00000158220",
2155
  "ENSG00000158292",
2156
  "ENSG00000158301",
2157
- "ENSG00000158423",
2158
  "ENSG00000158428",
2159
  "ENSG00000158435",
2160
  "ENSG00000158473",
2161
- "ENSG00000158483",
2162
  "ENSG00000158517",
2163
  "ENSG00000158623",
2164
  "ENSG00000158691",
@@ -2174,6 +2126,7 @@
2174
  "ENSG00000158985",
2175
  "ENSG00000158987",
2176
  "ENSG00000159023",
 
2177
  "ENSG00000159131",
2178
  "ENSG00000159164",
2179
  "ENSG00000159167",
@@ -2185,8 +2138,10 @@
2185
  "ENSG00000159388",
2186
  "ENSG00000159445",
2187
  "ENSG00000159496",
 
2188
  "ENSG00000159658",
2189
  "ENSG00000159753",
 
2190
  "ENSG00000159784",
2191
  "ENSG00000159871",
2192
  "ENSG00000159882",
@@ -2199,6 +2154,7 @@
2199
  "ENSG00000160219",
2200
  "ENSG00000160255",
2201
  "ENSG00000160323",
 
2202
  "ENSG00000160352",
2203
  "ENSG00000160392",
2204
  "ENSG00000160404",
@@ -2219,12 +2175,14 @@
2219
  "ENSG00000160883",
2220
  "ENSG00000160908",
2221
  "ENSG00000160917",
 
2222
  "ENSG00000160953",
2223
  "ENSG00000160959",
2224
  "ENSG00000160963",
2225
  "ENSG00000160991",
2226
  "ENSG00000160993",
2227
  "ENSG00000161021",
 
2228
  "ENSG00000161048",
2229
  "ENSG00000161204",
2230
  "ENSG00000161243",
@@ -2233,19 +2191,18 @@
2233
  "ENSG00000161395",
2234
  "ENSG00000161405",
2235
  "ENSG00000161847",
2236
- "ENSG00000161888",
2237
- "ENSG00000161920",
2238
  "ENSG00000161921",
 
2239
  "ENSG00000162063",
2240
  "ENSG00000162069",
2241
  "ENSG00000162073",
2242
- "ENSG00000162231",
2243
  "ENSG00000162302",
2244
  "ENSG00000162341",
2245
  "ENSG00000162366",
2246
  "ENSG00000162373",
2247
- "ENSG00000162384",
2248
  "ENSG00000162419",
 
2249
  "ENSG00000162438",
2250
  "ENSG00000162461",
2251
  "ENSG00000162496",
@@ -2257,7 +2214,6 @@
2257
  "ENSG00000162595",
2258
  "ENSG00000162600",
2259
  "ENSG00000162601",
2260
- "ENSG00000162620",
2261
  "ENSG00000162636",
2262
  "ENSG00000162639",
2263
  "ENSG00000162654",
@@ -2272,6 +2228,7 @@
2272
  "ENSG00000162772",
2273
  "ENSG00000162777",
2274
  "ENSG00000162836",
 
2275
  "ENSG00000162878",
2276
  "ENSG00000162892",
2277
  "ENSG00000162894",
@@ -2280,9 +2237,9 @@
2280
  "ENSG00000162928",
2281
  "ENSG00000162971",
2282
  "ENSG00000162975",
2283
- "ENSG00000162994",
2284
  "ENSG00000163029",
2285
  "ENSG00000163121",
 
2286
  "ENSG00000163131",
2287
  "ENSG00000163161",
2288
  "ENSG00000163219",
@@ -2298,7 +2255,6 @@
2298
  "ENSG00000163376",
2299
  "ENSG00000163380",
2300
  "ENSG00000163389",
2301
- "ENSG00000163406",
2302
  "ENSG00000163412",
2303
  "ENSG00000163453",
2304
  "ENSG00000163467",
@@ -2307,7 +2263,6 @@
2307
  "ENSG00000163492",
2308
  "ENSG00000163507",
2309
  "ENSG00000163508",
2310
- "ENSG00000163510",
2311
  "ENSG00000163516",
2312
  "ENSG00000163517",
2313
  "ENSG00000163519",
@@ -2350,8 +2305,6 @@
2350
  "ENSG00000164040",
2351
  "ENSG00000164051",
2352
  "ENSG00000164068",
2353
- "ENSG00000164073",
2354
- "ENSG00000164074",
2355
  "ENSG00000164077",
2356
  "ENSG00000164087",
2357
  "ENSG00000164104",
@@ -2404,9 +2357,8 @@
2404
  "ENSG00000164733",
2405
  "ENSG00000164746",
2406
  "ENSG00000164758",
2407
- "ENSG00000164764",
2408
  "ENSG00000164778",
2409
- "ENSG00000164815",
2410
  "ENSG00000164825",
2411
  "ENSG00000164850",
2412
  "ENSG00000164896",
@@ -2415,6 +2367,7 @@
2415
  "ENSG00000164938",
2416
  "ENSG00000164944",
2417
  "ENSG00000164967",
 
2418
  "ENSG00000165006",
2419
  "ENSG00000165046",
2420
  "ENSG00000165071",
@@ -2424,7 +2377,6 @@
2424
  "ENSG00000165188",
2425
  "ENSG00000165195",
2426
  "ENSG00000165209",
2427
- "ENSG00000165219",
2428
  "ENSG00000165240",
2429
  "ENSG00000165244",
2430
  "ENSG00000165272",
@@ -2449,7 +2401,6 @@
2449
  "ENSG00000165792",
2450
  "ENSG00000165816",
2451
  "ENSG00000165821",
2452
- "ENSG00000165905",
2453
  "ENSG00000165929",
2454
  "ENSG00000165934",
2455
  "ENSG00000165943",
@@ -2460,7 +2411,6 @@
2460
  "ENSG00000166035",
2461
  "ENSG00000166128",
2462
  "ENSG00000166135",
2463
- "ENSG00000166167",
2464
  "ENSG00000166169",
2465
  "ENSG00000166181",
2466
  "ENSG00000166188",
@@ -2468,9 +2418,10 @@
2468
  "ENSG00000166197",
2469
  "ENSG00000166224",
2470
  "ENSG00000166257",
 
2471
  "ENSG00000166261",
2472
  "ENSG00000166263",
2473
- "ENSG00000166311",
2474
  "ENSG00000166343",
2475
  "ENSG00000166349",
2476
  "ENSG00000166359",
@@ -2490,12 +2441,10 @@
2490
  "ENSG00000166579",
2491
  "ENSG00000166670",
2492
  "ENSG00000166676",
2493
- "ENSG00000166685",
2494
  "ENSG00000166710",
2495
  "ENSG00000166747",
2496
  "ENSG00000166762",
2497
  "ENSG00000166788",
2498
- "ENSG00000166813",
2499
  "ENSG00000166821",
2500
  "ENSG00000166822",
2501
  "ENSG00000166825",
@@ -2512,7 +2461,6 @@
2512
  "ENSG00000166965",
2513
  "ENSG00000166971",
2514
  "ENSG00000166974",
2515
- "ENSG00000166986",
2516
  "ENSG00000167077",
2517
  "ENSG00000167083",
2518
  "ENSG00000167100",
@@ -2526,13 +2474,13 @@
2526
  "ENSG00000167286",
2527
  "ENSG00000167311",
2528
  "ENSG00000167315",
2529
- "ENSG00000167323",
2530
- "ENSG00000167325",
2531
  "ENSG00000167333",
 
2532
  "ENSG00000167363",
2533
  "ENSG00000167384",
2534
  "ENSG00000167394",
2535
  "ENSG00000167395",
 
2536
  "ENSG00000167434",
2537
  "ENSG00000167447",
2538
  "ENSG00000167487",
@@ -2540,7 +2488,6 @@
2540
  "ENSG00000167525",
2541
  "ENSG00000167536",
2542
  "ENSG00000167552",
2543
- "ENSG00000167554",
2544
  "ENSG00000167555",
2545
  "ENSG00000167562",
2546
  "ENSG00000167578",
@@ -2555,9 +2502,7 @@
2555
  "ENSG00000167702",
2556
  "ENSG00000167705",
2557
  "ENSG00000167721",
2558
- "ENSG00000167723",
2559
  "ENSG00000167757",
2560
- "ENSG00000167766",
2561
  "ENSG00000167767",
2562
  "ENSG00000167772",
2563
  "ENSG00000167785",
@@ -2587,6 +2532,7 @@
2587
  "ENSG00000168229",
2588
  "ENSG00000168234",
2589
  "ENSG00000168286",
 
2590
  "ENSG00000168306",
2591
  "ENSG00000168310",
2592
  "ENSG00000168385",
@@ -2607,7 +2553,10 @@
2607
  "ENSG00000168778",
2608
  "ENSG00000168792",
2609
  "ENSG00000168803",
 
 
2610
  "ENSG00000168827",
 
2611
  "ENSG00000168874",
2612
  "ENSG00000168883",
2613
  "ENSG00000168884",
@@ -2616,7 +2565,6 @@
2616
  "ENSG00000168944",
2617
  "ENSG00000168995",
2618
  "ENSG00000169019",
2619
- "ENSG00000169026",
2620
  "ENSG00000169087",
2621
  "ENSG00000169129",
2622
  "ENSG00000169155",
@@ -2624,7 +2572,7 @@
2624
  "ENSG00000169218",
2625
  "ENSG00000169220",
2626
  "ENSG00000169245",
2627
- "ENSG00000169251",
2628
  "ENSG00000169252",
2629
  "ENSG00000169255",
2630
  "ENSG00000169258",
@@ -2636,7 +2584,6 @@
2636
  "ENSG00000169418",
2637
  "ENSG00000169429",
2638
  "ENSG00000169435",
2639
- "ENSG00000169436",
2640
  "ENSG00000169495",
2641
  "ENSG00000169508",
2642
  "ENSG00000169583",
@@ -2646,7 +2593,6 @@
2646
  "ENSG00000169758",
2647
  "ENSG00000169764",
2648
  "ENSG00000169783",
2649
- "ENSG00000169860",
2650
  "ENSG00000169896",
2651
  "ENSG00000169908",
2652
  "ENSG00000169955",
@@ -2658,11 +2604,12 @@
2658
  "ENSG00000170113",
2659
  "ENSG00000170160",
2660
  "ENSG00000170175",
2661
- "ENSG00000170190",
2662
  "ENSG00000170312",
2663
  "ENSG00000170340",
2664
  "ENSG00000170345",
2665
  "ENSG00000170364",
 
2666
  "ENSG00000170417",
2667
  "ENSG00000170425",
2668
  "ENSG00000170442",
@@ -2673,20 +2620,23 @@
2673
  "ENSG00000170473",
2674
  "ENSG00000170476",
2675
  "ENSG00000170522",
 
2676
  "ENSG00000170571",
2677
  "ENSG00000170606",
2678
  "ENSG00000170631",
 
2679
  "ENSG00000170633",
2680
  "ENSG00000170734",
2681
  "ENSG00000170776",
2682
  "ENSG00000170791",
2683
  "ENSG00000170802",
 
2684
  "ENSG00000170854",
2685
  "ENSG00000170855",
 
2686
  "ENSG00000170893",
2687
  "ENSG00000170915",
2688
  "ENSG00000170949",
2689
- "ENSG00000170954",
2690
  "ENSG00000171121",
2691
  "ENSG00000171161",
2692
  "ENSG00000171224",
@@ -2709,7 +2659,6 @@
2709
  "ENSG00000171517",
2710
  "ENSG00000171522",
2711
  "ENSG00000171574",
2712
- "ENSG00000171606",
2713
  "ENSG00000171608",
2714
  "ENSG00000171631",
2715
  "ENSG00000171649",
@@ -2720,7 +2669,6 @@
2720
  "ENSG00000171772",
2721
  "ENSG00000171792",
2722
  "ENSG00000171798",
2723
- "ENSG00000171813",
2724
  "ENSG00000171817",
2725
  "ENSG00000171823",
2726
  "ENSG00000171827",
@@ -2731,11 +2679,11 @@
2731
  "ENSG00000171867",
2732
  "ENSG00000171873",
2733
  "ENSG00000172005",
2734
- "ENSG00000172006",
2735
  "ENSG00000172031",
2736
  "ENSG00000172059",
2737
  "ENSG00000172081",
2738
  "ENSG00000172116",
 
2739
  "ENSG00000172215",
2740
  "ENSG00000172243",
2741
  "ENSG00000172244",
@@ -2762,11 +2710,11 @@
2762
  "ENSG00000172766",
2763
  "ENSG00000172818",
2764
  "ENSG00000172840",
2765
- "ENSG00000172888",
2766
  "ENSG00000172890",
2767
  "ENSG00000172893",
2768
  "ENSG00000172936",
2769
  "ENSG00000173011",
 
2770
  "ENSG00000173020",
2771
  "ENSG00000173041",
2772
  "ENSG00000173110",
@@ -2775,6 +2723,7 @@
2775
  "ENSG00000173137",
2776
  "ENSG00000173198",
2777
  "ENSG00000173200",
 
2778
  "ENSG00000173227",
2779
  "ENSG00000173258",
2780
  "ENSG00000173275",
@@ -2795,6 +2744,7 @@
2795
  "ENSG00000173641",
2796
  "ENSG00000173653",
2797
  "ENSG00000173698",
 
2798
  "ENSG00000173811",
2799
  "ENSG00000173875",
2800
  "ENSG00000173890",
@@ -2807,12 +2757,11 @@
2807
  "ENSG00000174013",
2808
  "ENSG00000174125",
2809
  "ENSG00000174130",
2810
- "ENSG00000174137",
2811
  "ENSG00000174151",
2812
  "ENSG00000174175",
2813
  "ENSG00000174206",
 
2814
  "ENSG00000174276",
2815
- "ENSG00000174292",
2816
  "ENSG00000174348",
2817
  "ENSG00000174456",
2818
  "ENSG00000174483",
@@ -2827,7 +2776,6 @@
2827
  "ENSG00000174607",
2828
  "ENSG00000174652",
2829
  "ENSG00000174669",
2830
- "ENSG00000174684",
2831
  "ENSG00000174721",
2832
  "ENSG00000174738",
2833
  "ENSG00000174740",
@@ -2840,16 +2788,16 @@
2840
  "ENSG00000175003",
2841
  "ENSG00000175063",
2842
  "ENSG00000175087",
2843
- "ENSG00000175104",
2844
  "ENSG00000175110",
2845
  "ENSG00000175137",
2846
  "ENSG00000175166",
2847
  "ENSG00000175213",
2848
  "ENSG00000175221",
2849
  "ENSG00000175224",
2850
- "ENSG00000175322",
2851
  "ENSG00000175344",
2852
  "ENSG00000175348",
 
2853
  "ENSG00000175395",
2854
  "ENSG00000175414",
2855
  "ENSG00000175449",
@@ -2867,15 +2815,15 @@
2867
  "ENSG00000175707",
2868
  "ENSG00000175711",
2869
  "ENSG00000175773",
2870
- "ENSG00000175782",
2871
  "ENSG00000175787",
2872
  "ENSG00000175893",
2873
- "ENSG00000175895",
2874
  "ENSG00000175899",
2875
  "ENSG00000175928",
2876
  "ENSG00000175938",
 
2877
  "ENSG00000175985",
2878
  "ENSG00000176022",
 
2879
  "ENSG00000176049",
2880
  "ENSG00000176055",
2881
  "ENSG00000176087",
@@ -2885,9 +2833,11 @@
2885
  "ENSG00000176208",
2886
  "ENSG00000176222",
2887
  "ENSG00000176248",
2888
- "ENSG00000176422",
 
2889
  "ENSG00000176476",
2890
  "ENSG00000176531",
 
2891
  "ENSG00000176563",
2892
  "ENSG00000176595",
2893
  "ENSG00000176658",
@@ -2928,6 +2878,7 @@
2928
  "ENSG00000177663",
2929
  "ENSG00000177666",
2930
  "ENSG00000177683",
 
2931
  "ENSG00000177688",
2932
  "ENSG00000177692",
2933
  "ENSG00000177721",
@@ -2935,6 +2886,7 @@
2935
  "ENSG00000177822",
2936
  "ENSG00000177842",
2937
  "ENSG00000177875",
 
2938
  "ENSG00000177932",
2939
  "ENSG00000177943",
2940
  "ENSG00000177946",
@@ -2950,12 +2902,12 @@
2950
  "ENSG00000178199",
2951
  "ENSG00000178222",
2952
  "ENSG00000178229",
 
2953
  "ENSG00000178425",
2954
  "ENSG00000178445",
2955
  "ENSG00000178537",
2956
  "ENSG00000178562",
2957
  "ENSG00000178573",
2958
- "ENSG00000178607",
2959
  "ENSG00000178623",
2960
  "ENSG00000178665",
2961
  "ENSG00000178685",
@@ -2963,7 +2915,6 @@
2963
  "ENSG00000178718",
2964
  "ENSG00000178726",
2965
  "ENSG00000178764",
2966
- "ENSG00000178773",
2967
  "ENSG00000178802",
2968
  "ENSG00000178814",
2969
  "ENSG00000178826",
@@ -2977,6 +2928,7 @@
2977
  "ENSG00000179021",
2978
  "ENSG00000179044",
2979
  "ENSG00000179051",
 
2980
  "ENSG00000179071",
2981
  "ENSG00000179119",
2982
  "ENSG00000179134",
@@ -3001,6 +2953,7 @@
3001
  "ENSG00000179841",
3002
  "ENSG00000179855",
3003
  "ENSG00000179859",
 
3004
  "ENSG00000179909",
3005
  "ENSG00000179918",
3006
  "ENSG00000179941",
@@ -3008,19 +2961,15 @@
3008
  "ENSG00000180035",
3009
  "ENSG00000180089",
3010
  "ENSG00000180096",
3011
- "ENSG00000180155",
3012
  "ENSG00000180182",
 
3013
  "ENSG00000180209",
3014
- "ENSG00000180257",
3015
  "ENSG00000180329",
3016
- "ENSG00000180340",
3017
  "ENSG00000180346",
3018
- "ENSG00000180376",
3019
- "ENSG00000180423",
3020
  "ENSG00000180448",
3021
- "ENSG00000180479",
3022
  "ENSG00000180481",
3023
  "ENSG00000180525",
 
3024
  "ENSG00000180616",
3025
  "ENSG00000180626",
3026
  "ENSG00000180638",
@@ -3036,7 +2985,9 @@
3036
  "ENSG00000181027",
3037
  "ENSG00000181038",
3038
  "ENSG00000181135",
 
3039
  "ENSG00000181392",
 
3040
  "ENSG00000181634",
3041
  "ENSG00000181638",
3042
  "ENSG00000181744",
@@ -3056,6 +3007,7 @@
3056
  "ENSG00000182179",
3057
  "ENSG00000182183",
3058
  "ENSG00000182199",
 
3059
  "ENSG00000182318",
3060
  "ENSG00000182325",
3061
  "ENSG00000182359",
@@ -3066,28 +3018,23 @@
3066
  "ENSG00000182575",
3067
  "ENSG00000182578",
3068
  "ENSG00000182612",
3069
- "ENSG00000182667",
3070
- "ENSG00000182685",
3071
  "ENSG00000182795",
3072
  "ENSG00000182810",
3073
  "ENSG00000182853",
3074
  "ENSG00000182866",
3075
  "ENSG00000182870",
3076
  "ENSG00000182885",
 
3077
  "ENSG00000182923",
3078
- "ENSG00000182952",
3079
  "ENSG00000182973",
3080
- "ENSG00000183060",
3081
  "ENSG00000183111",
3082
  "ENSG00000183155",
3083
  "ENSG00000183186",
3084
  "ENSG00000183248",
3085
  "ENSG00000183309",
3086
- "ENSG00000183397",
3087
  "ENSG00000183439",
3088
  "ENSG00000183486",
3089
  "ENSG00000183508",
3090
- "ENSG00000183520",
3091
  "ENSG00000183530",
3092
  "ENSG00000183576",
3093
  "ENSG00000183597",
@@ -3097,13 +3044,13 @@
3097
  "ENSG00000183735",
3098
  "ENSG00000183751",
3099
  "ENSG00000183763",
 
3100
  "ENSG00000183831",
3101
  "ENSG00000183873",
3102
  "ENSG00000183876",
3103
  "ENSG00000183914",
3104
  "ENSG00000183918",
3105
  "ENSG00000183921",
3106
- "ENSG00000183943",
3107
  "ENSG00000184009",
3108
  "ENSG00000184012",
3109
  "ENSG00000184056",
@@ -3123,7 +3070,6 @@
3123
  "ENSG00000184445",
3124
  "ENSG00000184465",
3125
  "ENSG00000184575",
3126
- "ENSG00000184584",
3127
  "ENSG00000184588",
3128
  "ENSG00000184602",
3129
  "ENSG00000184675",
@@ -3131,12 +3077,15 @@
3131
  "ENSG00000184730",
3132
  "ENSG00000184743",
3133
  "ENSG00000184786",
 
3134
  "ENSG00000184863",
 
3135
  "ENSG00000184922",
3136
  "ENSG00000184979",
3137
  "ENSG00000185009",
3138
  "ENSG00000185090",
3139
  "ENSG00000185101",
 
3140
  "ENSG00000185130",
3141
  "ENSG00000185133",
3142
  "ENSG00000185220",
@@ -3146,13 +3095,11 @@
3146
  "ENSG00000185404",
3147
  "ENSG00000185414",
3148
  "ENSG00000185418",
3149
- "ENSG00000185442",
3150
  "ENSG00000185453",
3151
  "ENSG00000185467",
3152
  "ENSG00000185507",
3153
  "ENSG00000185513",
3154
  "ENSG00000185567",
3155
- "ENSG00000185621",
3156
  "ENSG00000185670",
3157
  "ENSG00000185686",
3158
  "ENSG00000185753",
@@ -3209,10 +3156,8 @@
3209
  "ENSG00000187187",
3210
  "ENSG00000187189",
3211
  "ENSG00000187210",
3212
- "ENSG00000187372",
3213
  "ENSG00000187474",
3214
  "ENSG00000187531",
3215
- "ENSG00000187583",
3216
  "ENSG00000187608",
3217
  "ENSG00000187626",
3218
  "ENSG00000187650",
@@ -3223,7 +3168,7 @@
3223
  "ENSG00000187792",
3224
  "ENSG00000187800",
3225
  "ENSG00000187815",
3226
- "ENSG00000187994",
3227
  "ENSG00000188001",
3228
  "ENSG00000188021",
3229
  "ENSG00000188060",
@@ -3243,7 +3188,6 @@
3243
  "ENSG00000188554",
3244
  "ENSG00000188613",
3245
  "ENSG00000188636",
3246
- "ENSG00000188725",
3247
  "ENSG00000188761",
3248
  "ENSG00000188785",
3249
  "ENSG00000188786",
@@ -3268,6 +3212,7 @@
3268
  "ENSG00000189143",
3269
  "ENSG00000189144",
3270
  "ENSG00000189164",
 
3271
  "ENSG00000189298",
3272
  "ENSG00000189306",
3273
  "ENSG00000189362",
@@ -3275,27 +3220,31 @@
3275
  "ENSG00000189369",
3276
  "ENSG00000189377",
3277
  "ENSG00000189420",
 
3278
  "ENSG00000196126",
3279
  "ENSG00000196139",
3280
  "ENSG00000196150",
3281
  "ENSG00000196155",
3282
  "ENSG00000196166",
 
3283
  "ENSG00000196214",
3284
  "ENSG00000196220",
3285
  "ENSG00000196227",
3286
  "ENSG00000196233",
 
3287
  "ENSG00000196260",
3288
  "ENSG00000196267",
3289
  "ENSG00000196290",
3290
  "ENSG00000196352",
 
3291
  "ENSG00000196371",
 
3292
  "ENSG00000196391",
3293
  "ENSG00000196405",
3294
  "ENSG00000196418",
3295
  "ENSG00000196421",
3296
  "ENSG00000196422",
3297
  "ENSG00000196437",
3298
- "ENSG00000196455",
3299
  "ENSG00000196459",
3300
  "ENSG00000196466",
3301
  "ENSG00000196503",
@@ -3303,7 +3252,6 @@
3303
  "ENSG00000196511",
3304
  "ENSG00000196544",
3305
  "ENSG00000196547",
3306
- "ENSG00000196550",
3307
  "ENSG00000196584",
3308
  "ENSG00000196611",
3309
  "ENSG00000196646",
@@ -3312,15 +3260,11 @@
3312
  "ENSG00000196684",
3313
  "ENSG00000196724",
3314
  "ENSG00000196735",
3315
- "ENSG00000196754",
3316
  "ENSG00000196757",
3317
  "ENSG00000196793",
3318
  "ENSG00000196810",
3319
  "ENSG00000196812",
3320
- "ENSG00000196839",
3321
  "ENSG00000196867",
3322
- "ENSG00000196911",
3323
- "ENSG00000196912",
3324
  "ENSG00000196932",
3325
  "ENSG00000196967",
3326
  "ENSG00000196968",
@@ -3330,30 +3274,27 @@
3330
  "ENSG00000197050",
3331
  "ENSG00000197057",
3332
  "ENSG00000197070",
3333
- "ENSG00000197093",
3334
  "ENSG00000197099",
3335
  "ENSG00000197183",
3336
  "ENSG00000197217",
3337
  "ENSG00000197253",
3338
  "ENSG00000197275",
3339
- "ENSG00000197279",
3340
  "ENSG00000197299",
3341
- "ENSG00000197301",
3342
- "ENSG00000197324",
3343
  "ENSG00000197343",
3344
  "ENSG00000197362",
3345
  "ENSG00000197372",
3346
  "ENSG00000197381",
3347
  "ENSG00000197385",
3348
  "ENSG00000197405",
 
3349
  "ENSG00000197415",
3350
  "ENSG00000197465",
3351
  "ENSG00000197471",
 
3352
  "ENSG00000197566",
3353
  "ENSG00000197579",
3354
  "ENSG00000197580",
3355
  "ENSG00000197586",
3356
- "ENSG00000197599",
3357
  "ENSG00000197619",
3358
  "ENSG00000197620",
3359
  "ENSG00000197629",
@@ -3361,6 +3302,7 @@
3361
  "ENSG00000197635",
3362
  "ENSG00000197705",
3363
  "ENSG00000197714",
 
3364
  "ENSG00000197746",
3365
  "ENSG00000197753",
3366
  "ENSG00000197808",
@@ -3379,18 +3321,16 @@
3379
  "ENSG00000198010",
3380
  "ENSG00000198056",
3381
  "ENSG00000198081",
3382
- "ENSG00000198088",
3383
  "ENSG00000198089",
3384
  "ENSG00000198093",
3385
  "ENSG00000198105",
 
3386
  "ENSG00000198176",
3387
  "ENSG00000198185",
3388
  "ENSG00000198198",
3389
  "ENSG00000198205",
3390
  "ENSG00000198208",
3391
- "ENSG00000198216",
3392
  "ENSG00000198231",
3393
- "ENSG00000198246",
3394
  "ENSG00000198270",
3395
  "ENSG00000198286",
3396
  "ENSG00000198315",
@@ -3411,6 +3351,8 @@
3411
  "ENSG00000198556",
3412
  "ENSG00000198574",
3413
  "ENSG00000198589",
 
 
3414
  "ENSG00000198642",
3415
  "ENSG00000198663",
3416
  "ENSG00000198690",
@@ -3419,8 +3361,10 @@
3419
  "ENSG00000198727",
3420
  "ENSG00000198728",
3421
  "ENSG00000198730",
 
3422
  "ENSG00000198736",
3423
  "ENSG00000198771",
 
3424
  "ENSG00000198780",
3425
  "ENSG00000198786",
3426
  "ENSG00000198791",
@@ -3447,17 +3391,14 @@
3447
  "ENSG00000198939",
3448
  "ENSG00000198954",
3449
  "ENSG00000198964",
 
3450
  "ENSG00000203326",
3451
- "ENSG00000203497",
3452
  "ENSG00000203499",
3453
  "ENSG00000203705",
3454
- "ENSG00000203739",
3455
  "ENSG00000203747",
3456
  "ENSG00000203805",
3457
  "ENSG00000203943",
3458
- "ENSG00000203993",
3459
  "ENSG00000204103",
3460
- "ENSG00000204147",
3461
  "ENSG00000204152",
3462
  "ENSG00000204186",
3463
  "ENSG00000204237",
@@ -3472,18 +3413,14 @@
3472
  "ENSG00000204389",
3473
  "ENSG00000204390",
3474
  "ENSG00000204397",
3475
- "ENSG00000204420",
3476
  "ENSG00000204472",
3477
  "ENSG00000204475",
3478
- "ENSG00000204514",
3479
  "ENSG00000204560",
3480
  "ENSG00000204577",
3481
  "ENSG00000204592",
3482
  "ENSG00000204599",
3483
- "ENSG00000204611",
3484
- "ENSG00000204625",
3485
  "ENSG00000204713",
3486
- "ENSG00000204802",
3487
  "ENSG00000204839",
3488
  "ENSG00000204843",
3489
  "ENSG00000205045",
@@ -3492,11 +3429,9 @@
3492
  "ENSG00000205309",
3493
  "ENSG00000205413",
3494
  "ENSG00000205423",
3495
- "ENSG00000205426",
3496
  "ENSG00000205531",
3497
  "ENSG00000205542",
3498
  "ENSG00000205559",
3499
- "ENSG00000205562",
3500
  "ENSG00000205670",
3501
  "ENSG00000205683",
3502
  "ENSG00000205710",
@@ -3506,15 +3441,13 @@
3506
  "ENSG00000205808",
3507
  "ENSG00000205809",
3508
  "ENSG00000205835",
 
3509
  "ENSG00000206417",
 
3510
  "ENSG00000206535",
3511
  "ENSG00000206559",
3512
- "ENSG00000206561",
3513
  "ENSG00000211456",
3514
  "ENSG00000211584",
3515
- "ENSG00000211677",
3516
- "ENSG00000211679",
3517
- "ENSG00000211829",
3518
  "ENSG00000213047",
3519
  "ENSG00000213088",
3520
  "ENSG00000213139",
@@ -3524,15 +3457,13 @@
3524
  "ENSG00000213281",
3525
  "ENSG00000213347",
3526
  "ENSG00000213366",
3527
- "ENSG00000213380",
3528
  "ENSG00000213390",
3529
  "ENSG00000213468",
3530
  "ENSG00000213533",
3531
  "ENSG00000213638",
3532
- "ENSG00000213654",
3533
  "ENSG00000213658",
 
3534
  "ENSG00000213676",
3535
- "ENSG00000213760",
3536
  "ENSG00000213762",
3537
  "ENSG00000213799",
3538
  "ENSG00000213903",
@@ -3549,7 +3480,6 @@
3549
  "ENSG00000214290",
3550
  "ENSG00000214367",
3551
  "ENSG00000214401",
3552
- "ENSG00000214407",
3553
  "ENSG00000214694",
3554
  "ENSG00000214787",
3555
  "ENSG00000214827",
@@ -3557,10 +3487,8 @@
3557
  "ENSG00000215114",
3558
  "ENSG00000215218",
3559
  "ENSG00000215244",
3560
- "ENSG00000215252",
3561
  "ENSG00000215305",
3562
  "ENSG00000215788",
3563
- "ENSG00000215808",
3564
  "ENSG00000216895",
3565
  "ENSG00000219607",
3566
  "ENSG00000219626",
@@ -3576,26 +3504,30 @@
3576
  "ENSG00000222020",
3577
  "ENSG00000223387",
3578
  "ENSG00000223478",
3579
- "ENSG00000223496",
3580
  "ENSG00000223501",
3581
  "ENSG00000223547",
 
3582
  "ENSG00000223658",
 
 
3583
  "ENSG00000223764",
3584
- "ENSG00000223865",
3585
  "ENSG00000224023",
3586
  "ENSG00000224046",
3587
  "ENSG00000224051",
3588
  "ENSG00000224086",
3589
- "ENSG00000224093",
3590
  "ENSG00000224101",
3591
  "ENSG00000224429",
3592
  "ENSG00000224470",
3593
  "ENSG00000224536",
3594
  "ENSG00000224616",
 
3595
  "ENSG00000224790",
3596
  "ENSG00000224875",
3597
  "ENSG00000225083",
3598
  "ENSG00000225177",
 
3599
  "ENSG00000225439",
3600
  "ENSG00000225614",
3601
  "ENSG00000225697",
@@ -3604,43 +3536,50 @@
3604
  "ENSG00000225764",
3605
  "ENSG00000225778",
3606
  "ENSG00000225791",
3607
- "ENSG00000225830",
3608
  "ENSG00000225973",
3609
  "ENSG00000225975",
3610
  "ENSG00000226137",
3611
  "ENSG00000226167",
3612
  "ENSG00000226200",
3613
  "ENSG00000226237",
 
3614
  "ENSG00000226363",
3615
  "ENSG00000226479",
3616
  "ENSG00000226496",
3617
  "ENSG00000226711",
 
 
3618
  "ENSG00000226825",
 
 
3619
  "ENSG00000226887",
3620
  "ENSG00000226889",
3621
- "ENSG00000227191",
3622
  "ENSG00000227199",
3623
  "ENSG00000227409",
3624
  "ENSG00000227507",
3625
- "ENSG00000228060",
 
 
3626
  "ENSG00000228223",
3627
- "ENSG00000228857",
3628
  "ENSG00000228878",
3629
  "ENSG00000228889",
3630
  "ENSG00000229124",
 
3631
  "ENSG00000229334",
3632
- "ENSG00000229388",
3633
  "ENSG00000229474",
3634
  "ENSG00000229676",
3635
- "ENSG00000229891",
3636
  "ENSG00000230176",
3637
- "ENSG00000230438",
 
 
3638
  "ENSG00000230513",
3639
  "ENSG00000230555",
 
3640
  "ENSG00000230749",
3641
  "ENSG00000230797",
3642
  "ENSG00000230844",
3643
- "ENSG00000230873",
3644
  "ENSG00000230910",
3645
  "ENSG00000231105",
3646
  "ENSG00000231113",
@@ -3649,39 +3588,44 @@
3649
  "ENSG00000231249",
3650
  "ENSG00000231389",
3651
  "ENSG00000231407",
 
3652
  "ENSG00000231607",
 
3653
  "ENSG00000231890",
3654
  "ENSG00000231908",
3655
- "ENSG00000231925",
3656
  "ENSG00000231993",
3657
  "ENSG00000231999",
 
3658
  "ENSG00000232434",
3659
  "ENSG00000232442",
3660
  "ENSG00000232613",
3661
  "ENSG00000232618",
3662
  "ENSG00000232810",
3663
  "ENSG00000232859",
 
3664
  "ENSG00000233077",
3665
  "ENSG00000233098",
3666
  "ENSG00000233184",
3667
- "ENSG00000233296",
 
 
3668
  "ENSG00000233554",
 
3669
  "ENSG00000233797",
 
3670
  "ENSG00000234028",
3671
  "ENSG00000234350",
3672
  "ENSG00000234444",
3673
- "ENSG00000234608",
3674
- "ENSG00000234616",
3675
  "ENSG00000234617",
3676
  "ENSG00000234663",
3677
  "ENSG00000234694",
3678
  "ENSG00000234719",
3679
  "ENSG00000234745",
3680
- "ENSG00000234832",
3681
  "ENSG00000234883",
3682
  "ENSG00000234928",
 
3683
  "ENSG00000235106",
3684
- "ENSG00000235109",
3685
  "ENSG00000235169",
3686
  "ENSG00000235194",
3687
  "ENSG00000235530",
@@ -3696,10 +3640,12 @@
3696
  "ENSG00000235903",
3697
  "ENSG00000235919",
3698
  "ENSG00000235927",
 
3699
  "ENSG00000236144",
3700
  "ENSG00000236200",
3701
- "ENSG00000236305",
3702
- "ENSG00000236526",
 
3703
  "ENSG00000236609",
3704
  "ENSG00000236682",
3705
  "ENSG00000236819",
@@ -3707,20 +3653,23 @@
3707
  "ENSG00000237054",
3708
  "ENSG00000237080",
3709
  "ENSG00000237149",
 
3710
  "ENSG00000237310",
3711
  "ENSG00000237489",
3712
  "ENSG00000237499",
3713
  "ENSG00000237512",
3714
  "ENSG00000237523",
3715
- "ENSG00000237574",
 
3716
  "ENSG00000237945",
3717
  "ENSG00000237986",
3718
  "ENSG00000238057",
3719
  "ENSG00000238113",
3720
  "ENSG00000238121",
3721
- "ENSG00000238164",
3722
  "ENSG00000239306",
 
3723
  "ENSG00000239388",
 
3724
  "ENSG00000239445",
3725
  "ENSG00000239523",
3726
  "ENSG00000239713",
@@ -3734,6 +3683,7 @@
3734
  "ENSG00000240771",
3735
  "ENSG00000240849",
3736
  "ENSG00000240891",
 
3737
  "ENSG00000241313",
3738
  "ENSG00000241484",
3739
  "ENSG00000241560",
@@ -3742,12 +3692,11 @@
3742
  "ENSG00000242258",
3743
  "ENSG00000242474",
3744
  "ENSG00000242574",
3745
- "ENSG00000242732",
3746
  "ENSG00000242802",
3747
  "ENSG00000243150",
 
3748
  "ENSG00000243414",
3749
- "ENSG00000243649",
3750
- "ENSG00000243660",
3751
  "ENSG00000243725",
3752
  "ENSG00000243819",
3753
  "ENSG00000243926",
@@ -3755,43 +3704,51 @@
3755
  "ENSG00000244479",
3756
  "ENSG00000244558",
3757
  "ENSG00000244694",
 
 
 
 
3758
  "ENSG00000245164",
3759
  "ENSG00000245498",
3760
  "ENSG00000245522",
3761
  "ENSG00000245532",
3762
  "ENSG00000245556",
3763
  "ENSG00000245571",
 
3764
  "ENSG00000245848",
3765
  "ENSG00000245888",
3766
  "ENSG00000245970",
3767
  "ENSG00000246089",
3768
  "ENSG00000246223",
3769
  "ENSG00000246523",
 
3770
  "ENSG00000246898",
3771
  "ENSG00000247095",
3772
  "ENSG00000247157",
3773
- "ENSG00000247240",
3774
  "ENSG00000247271",
3775
- "ENSG00000247287",
3776
  "ENSG00000247317",
3777
  "ENSG00000247373",
3778
  "ENSG00000247626",
3779
  "ENSG00000247675",
 
 
3780
  "ENSG00000247950",
3781
- "ENSG00000248008",
3782
  "ENSG00000248019",
3783
  "ENSG00000248049",
 
3784
  "ENSG00000248483",
3785
  "ENSG00000248508",
3786
- "ENSG00000248538",
 
 
3787
  "ENSG00000248866",
3788
  "ENSG00000248890",
3789
- "ENSG00000249087",
3790
  "ENSG00000249096",
3791
  "ENSG00000249167",
3792
  "ENSG00000249241",
 
3793
  "ENSG00000249346",
3794
- "ENSG00000249494",
3795
  "ENSG00000249637",
3796
  "ENSG00000249709",
3797
  "ENSG00000249715",
@@ -3800,23 +3757,26 @@
3800
  "ENSG00000249825",
3801
  "ENSG00000250067",
3802
  "ENSG00000250091",
 
3803
  "ENSG00000250159",
3804
  "ENSG00000250365",
3805
  "ENSG00000250366",
3806
  "ENSG00000250548",
3807
  "ENSG00000250616",
3808
- "ENSG00000251179",
3809
- "ENSG00000251192",
 
3810
  "ENSG00000251279",
3811
  "ENSG00000251301",
3812
  "ENSG00000251369",
3813
- "ENSG00000251381",
3814
  "ENSG00000251442",
3815
  "ENSG00000251562",
 
 
 
3816
  "ENSG00000253457",
3817
  "ENSG00000253522",
3818
  "ENSG00000253710",
3819
- "ENSG00000253731",
3820
  "ENSG00000253738",
3821
  "ENSG00000253958",
3822
  "ENSG00000254087",
@@ -3828,18 +3788,16 @@
3828
  "ENSG00000254685",
3829
  "ENSG00000254703",
3830
  "ENSG00000254986",
 
3831
  "ENSG00000255052",
3832
  "ENSG00000255062",
3833
  "ENSG00000255150",
3834
  "ENSG00000255153",
3835
- "ENSG00000255284",
3836
  "ENSG00000255517",
3837
  "ENSG00000255561",
3838
  "ENSG00000256043",
3839
  "ENSG00000256073",
3840
- "ENSG00000256120",
3841
  "ENSG00000256128",
3842
- "ENSG00000256234",
3843
  "ENSG00000256235",
3844
  "ENSG00000256294",
3845
  "ENSG00000256628",
@@ -3847,20 +3805,28 @@
3847
  "ENSG00000256751",
3848
  "ENSG00000256806",
3849
  "ENSG00000257093",
 
 
 
3850
  "ENSG00000257335",
3851
  "ENSG00000257497",
3852
- "ENSG00000257698",
3853
- "ENSG00000257839",
 
3854
  "ENSG00000258227",
 
 
3855
  "ENSG00000258366",
3856
  "ENSG00000258405",
3857
- "ENSG00000258413",
3858
  "ENSG00000258484",
3859
  "ENSG00000258512",
 
3860
  "ENSG00000258655",
3861
  "ENSG00000258727",
3862
  "ENSG00000258730",
 
3863
  "ENSG00000258754",
 
3864
  "ENSG00000258839",
3865
  "ENSG00000258913",
3866
  "ENSG00000258940",
@@ -3870,63 +3836,77 @@
3870
  "ENSG00000259448",
3871
  "ENSG00000259456",
3872
  "ENSG00000259488",
 
3873
  "ENSG00000259583",
3874
  "ENSG00000259642",
3875
  "ENSG00000259687",
3876
  "ENSG00000259802",
3877
  "ENSG00000259826",
3878
  "ENSG00000259863",
 
3879
  "ENSG00000259883",
 
3880
  "ENSG00000260001",
3881
  "ENSG00000260018",
 
 
 
 
 
3882
  "ENSG00000260278",
3883
  "ENSG00000260302",
3884
  "ENSG00000260314",
3885
  "ENSG00000260317",
3886
  "ENSG00000260428",
3887
  "ENSG00000260456",
3888
- "ENSG00000260589",
 
3889
  "ENSG00000260742",
3890
- "ENSG00000260778",
3891
  "ENSG00000260806",
3892
  "ENSG00000260876",
3893
  "ENSG00000260942",
3894
- "ENSG00000261002",
3895
  "ENSG00000261188",
3896
- "ENSG00000261189",
3897
  "ENSG00000261441",
 
3898
  "ENSG00000261485",
3899
  "ENSG00000261644",
3900
  "ENSG00000261801",
3901
  "ENSG00000261824",
 
3902
  "ENSG00000261934",
 
 
3903
  "ENSG00000262165",
3904
  "ENSG00000262246",
 
3905
  "ENSG00000262468",
3906
  "ENSG00000263002",
3907
  "ENSG00000263155",
 
3908
  "ENSG00000263528",
 
3909
  "ENSG00000263874",
3910
  "ENSG00000264364",
3911
  "ENSG00000264575",
3912
  "ENSG00000264745",
3913
- "ENSG00000264964",
3914
  "ENSG00000265142",
3915
  "ENSG00000265148",
3916
- "ENSG00000265206",
3917
- "ENSG00000265688",
3918
  "ENSG00000265752",
3919
  "ENSG00000265817",
3920
  "ENSG00000265972",
 
3921
  "ENSG00000266094",
3922
  "ENSG00000266258",
 
3923
  "ENSG00000266412",
3924
  "ENSG00000266473",
3925
  "ENSG00000266916",
 
3926
  "ENSG00000266962",
3927
- "ENSG00000266969",
3928
  "ENSG00000267040",
3929
- "ENSG00000267041",
3930
  "ENSG00000267213",
3931
  "ENSG00000267322",
3932
  "ENSG00000267549",
@@ -3936,70 +3916,90 @@
3936
  "ENSG00000267751",
3937
  "ENSG00000267858",
3938
  "ENSG00000268006",
3939
- "ENSG00000268516",
 
3940
  "ENSG00000268996",
 
3941
  "ENSG00000269220",
3942
  "ENSG00000269343",
3943
  "ENSG00000269556",
3944
- "ENSG00000269656",
3945
  "ENSG00000269699",
3946
  "ENSG00000269720",
 
 
3947
  "ENSG00000270419",
 
3948
  "ENSG00000270547",
 
 
3949
  "ENSG00000271122",
3950
  "ENSG00000271383",
3951
- "ENSG00000271503",
3952
  "ENSG00000271576",
3953
  "ENSG00000271601",
3954
  "ENSG00000271605",
 
 
 
 
3955
  "ENSG00000272086",
 
 
 
 
 
 
 
 
3956
  "ENSG00000272391",
3957
  "ENSG00000272462",
3958
- "ENSG00000272602",
 
 
 
 
3959
  "ENSG00000272663",
3960
  "ENSG00000272677",
3961
  "ENSG00000272686",
3962
  "ENSG00000272695",
3963
  "ENSG00000272716",
 
 
3964
  "ENSG00000272853",
3965
  "ENSG00000272894",
 
 
 
 
3966
  "ENSG00000273015",
3967
  "ENSG00000273033",
 
3968
  "ENSG00000273117",
3969
  "ENSG00000273142",
 
3970
  "ENSG00000273173",
 
3971
  "ENSG00000273274",
 
3972
  "ENSG00000273356",
 
3973
  "ENSG00000273382",
 
 
 
 
 
3974
  "ENSG00000273820",
3975
  "ENSG00000274180",
3976
- "ENSG00000274211",
3977
  "ENSG00000274349",
3978
- "ENSG00000274736",
3979
- "ENSG00000275004",
3980
  "ENSG00000275074",
3981
- "ENSG00000275302",
3982
- "ENSG00000275835",
3983
- "ENSG00000276070",
3984
  "ENSG00000276231",
3985
  "ENSG00000276600",
3986
  "ENSG00000277149",
3987
- "ENSG00000277363",
3988
- "ENSG00000277632",
3989
  "ENSG00000278129",
3990
- "ENSG00000278259",
3991
- "ENSG00000278535",
3992
- "ENSG00000278619",
3993
  "ENSG00000278637",
3994
  "ENSG00000278828",
3995
- "ENSG00000278921",
3996
- "ENSG00000280670",
3997
- "ENSG00000281005",
3998
- "ENSG00000281103",
3999
- "ENSG00000281332",
4000
- "ENSG00000281501",
4001
- "ENSG00000281641",
4002
- "ENSG00000281649"
4003
  ],
4004
  "label_categories": [
4005
  "B cell",
@@ -4028,7 +4028,7 @@
4028
  "plasma cell",
4029
  "regulatory T cell",
4030
  "skeletal muscle satellite stem cell",
4031
- "unassigned",
4032
- "vascular associated smooth muscle cell"
4033
  ]
4034
  }
 
1
  {
2
  "gene_names": [
3
  "ENSG00000000457",
 
4
  "ENSG00000001460",
5
  "ENSG00000001461",
6
  "ENSG00000001561",
 
7
  "ENSG00000001631",
8
  "ENSG00000002745",
9
  "ENSG00000002919",
 
38
  "ENSG00000007129",
39
  "ENSG00000007264",
40
  "ENSG00000007312",
 
41
  "ENSG00000007908",
42
  "ENSG00000007923",
43
+ "ENSG00000008394",
44
  "ENSG00000008513",
45
  "ENSG00000008516",
46
  "ENSG00000008517",
 
66
  "ENSG00000011523",
67
  "ENSG00000011600",
68
  "ENSG00000011677",
 
69
  "ENSG00000012124",
70
  "ENSG00000012779",
71
  "ENSG00000012963",
72
  "ENSG00000013288",
73
  "ENSG00000013306",
74
  "ENSG00000013364",
75
+ "ENSG00000013374",
76
  "ENSG00000013392",
77
  "ENSG00000013561",
78
  "ENSG00000013563",
79
  "ENSG00000013573",
80
  "ENSG00000013725",
81
  "ENSG00000013810",
82
+ "ENSG00000014123",
83
  "ENSG00000014138",
84
  "ENSG00000014919",
85
  "ENSG00000015133",
86
  "ENSG00000015413",
 
87
  "ENSG00000016391",
88
+ "ENSG00000016402",
89
  "ENSG00000016864",
90
  "ENSG00000018280",
91
+ "ENSG00000019102",
92
  "ENSG00000019186",
93
  "ENSG00000019582",
94
  "ENSG00000020633",
95
+ "ENSG00000021300",
96
  "ENSG00000022976",
97
  "ENSG00000023041",
98
  "ENSG00000023228",
 
101
  "ENSG00000025156",
102
  "ENSG00000025708",
103
  "ENSG00000025770",
104
+ "ENSG00000025772",
105
  "ENSG00000025800",
106
+ "ENSG00000026025",
107
  "ENSG00000026103",
108
  "ENSG00000026508",
109
  "ENSG00000026559",
 
162
  "ENSG00000050730",
163
  "ENSG00000050748",
164
  "ENSG00000051108",
 
165
  "ENSG00000051825",
166
  "ENSG00000052802",
167
+ "ENSG00000052841",
168
  "ENSG00000053328",
169
  "ENSG00000053770",
170
  "ENSG00000054219",
 
175
  "ENSG00000056558",
176
  "ENSG00000056586",
177
  "ENSG00000056736",
178
+ "ENSG00000056998",
179
  "ENSG00000057252",
180
  "ENSG00000057294",
181
  "ENSG00000057757",
 
187
  "ENSG00000059691",
188
  "ENSG00000060558",
189
  "ENSG00000060642",
190
+ "ENSG00000060709",
191
  "ENSG00000061656",
192
  "ENSG00000061918",
193
  "ENSG00000061938",
194
  "ENSG00000062370",
195
  "ENSG00000062598",
196
+ "ENSG00000063322",
197
+ "ENSG00000063761",
198
  "ENSG00000064012",
199
  "ENSG00000064102",
200
  "ENSG00000064115",
 
203
  "ENSG00000064313",
204
  "ENSG00000064419",
205
  "ENSG00000064490",
 
206
  "ENSG00000064547",
207
  "ENSG00000064687",
208
+ "ENSG00000064726",
209
  "ENSG00000064763",
 
210
  "ENSG00000065150",
211
  "ENSG00000065183",
212
  "ENSG00000065268",
 
223
  "ENSG00000065717",
224
  "ENSG00000065809",
225
  "ENSG00000065923",
226
+ "ENSG00000066136",
227
  "ENSG00000066279",
228
  "ENSG00000066294",
 
229
  "ENSG00000066926",
 
230
  "ENSG00000067064",
231
  "ENSG00000067167",
232
  "ENSG00000067177",
 
237
  "ENSG00000068024",
238
  "ENSG00000068028",
239
  "ENSG00000068097",
 
240
  "ENSG00000068394",
241
  "ENSG00000068784",
242
  "ENSG00000068796",
 
258
  "ENSG00000071073",
259
  "ENSG00000071189",
260
  "ENSG00000071243",
 
261
  "ENSG00000071553",
262
  "ENSG00000071575",
263
  "ENSG00000071794",
264
  "ENSG00000071894",
265
  "ENSG00000071994",
266
+ "ENSG00000072121",
267
  "ENSG00000072210",
268
  "ENSG00000072694",
269
  "ENSG00000072736",
 
280
  "ENSG00000074266",
281
  "ENSG00000074370",
282
  "ENSG00000074706",
283
+ "ENSG00000074755",
284
  "ENSG00000074800",
285
  "ENSG00000074935",
286
  "ENSG00000074966",
 
288
  "ENSG00000075218",
289
  "ENSG00000075239",
290
  "ENSG00000075624",
291
+ "ENSG00000075643",
292
  "ENSG00000075702",
293
  "ENSG00000075826",
294
  "ENSG00000075884",
 
303
  "ENSG00000076650",
304
  "ENSG00000076770",
305
  "ENSG00000077152",
 
306
  "ENSG00000077420",
307
  "ENSG00000077454",
308
  "ENSG00000077458",
 
310
  "ENSG00000077942",
311
  "ENSG00000077984",
312
  "ENSG00000078081",
 
313
  "ENSG00000078142",
314
  "ENSG00000078304",
315
  "ENSG00000078401",
 
320
  "ENSG00000078687",
321
  "ENSG00000078699",
322
  "ENSG00000078814",
323
+ "ENSG00000079134",
324
  "ENSG00000079263",
325
  "ENSG00000079335",
326
  "ENSG00000079385",
 
328
  "ENSG00000079616",
329
  "ENSG00000079739",
330
  "ENSG00000080007",
 
 
331
  "ENSG00000080546",
332
  "ENSG00000080822",
333
  "ENSG00000080824",
 
347
  "ENSG00000082213",
348
  "ENSG00000082512",
349
  "ENSG00000083093",
 
350
  "ENSG00000083457",
351
  "ENSG00000083520",
352
  "ENSG00000083720",
 
362
  "ENSG00000085117",
363
  "ENSG00000085274",
364
  "ENSG00000085382",
365
+ "ENSG00000085415",
366
  "ENSG00000085514",
367
+ "ENSG00000085563",
368
  "ENSG00000085644",
369
+ "ENSG00000085662",
 
370
  "ENSG00000085872",
371
  "ENSG00000085978",
372
  "ENSG00000086061",
 
377
  "ENSG00000086619",
378
  "ENSG00000086712",
379
  "ENSG00000086730",
 
380
  "ENSG00000087074",
381
  "ENSG00000087086",
382
  "ENSG00000087087",
 
385
  "ENSG00000087245",
386
  "ENSG00000087263",
387
  "ENSG00000087269",
 
388
  "ENSG00000087586",
389
  "ENSG00000087589",
390
  "ENSG00000087995",
 
395
  "ENSG00000088325",
396
  "ENSG00000088356",
397
  "ENSG00000088451",
 
398
  "ENSG00000088812",
399
  "ENSG00000088827",
400
  "ENSG00000088876",
 
402
  "ENSG00000088970",
403
  "ENSG00000088992",
404
  "ENSG00000089050",
405
+ "ENSG00000089053",
406
  "ENSG00000089060",
407
  "ENSG00000089127",
408
+ "ENSG00000089154",
409
  "ENSG00000089163",
410
  "ENSG00000089195",
411
  "ENSG00000089234",
412
  "ENSG00000089356",
413
+ "ENSG00000089639",
414
  "ENSG00000089685",
415
  "ENSG00000089692",
416
  "ENSG00000089723",
 
430
  "ENSG00000091262",
431
  "ENSG00000091490",
432
  "ENSG00000091542",
 
433
  "ENSG00000091656",
434
  "ENSG00000092036",
435
  "ENSG00000092068",
 
469
  "ENSG00000099617",
470
  "ENSG00000099812",
471
  "ENSG00000099866",
472
+ "ENSG00000099869",
473
  "ENSG00000099889",
474
  "ENSG00000099899",
 
475
  "ENSG00000099940",
476
  "ENSG00000099942",
477
  "ENSG00000099953",
478
  "ENSG00000099958",
 
479
  "ENSG00000099985",
480
  "ENSG00000099994",
481
  "ENSG00000100023",
 
486
  "ENSG00000100079",
487
  "ENSG00000100099",
488
  "ENSG00000100100",
489
+ "ENSG00000100104",
490
  "ENSG00000100109",
491
  "ENSG00000100226",
492
  "ENSG00000100228",
 
518
  "ENSG00000100580",
519
  "ENSG00000100600",
520
  "ENSG00000100601",
521
+ "ENSG00000100603",
522
  "ENSG00000100714",
523
  "ENSG00000100722",
524
  "ENSG00000100726",
 
536
  "ENSG00000101017",
537
  "ENSG00000101019",
538
  "ENSG00000101057",
 
539
  "ENSG00000101082",
 
540
  "ENSG00000101109",
541
  "ENSG00000101138",
542
+ "ENSG00000101146",
543
  "ENSG00000101152",
544
  "ENSG00000101161",
545
  "ENSG00000101190",
 
558
  "ENSG00000101452",
559
  "ENSG00000101470",
560
  "ENSG00000101474",
 
561
  "ENSG00000101624",
562
  "ENSG00000101695",
563
  "ENSG00000101773",
 
565
  "ENSG00000101844",
566
  "ENSG00000101850",
567
  "ENSG00000101856",
 
568
  "ENSG00000101928",
569
  "ENSG00000101945",
570
  "ENSG00000101997",
571
+ "ENSG00000102032",
572
  "ENSG00000102034",
573
  "ENSG00000102043",
574
  "ENSG00000102048",
 
576
  "ENSG00000102096",
577
  "ENSG00000102098",
578
  "ENSG00000102100",
 
579
  "ENSG00000102144",
580
  "ENSG00000102158",
581
  "ENSG00000102178",
 
625
  "ENSG00000103653",
626
  "ENSG00000103657",
627
  "ENSG00000103671",
628
+ "ENSG00000103742",
629
  "ENSG00000103811",
630
  "ENSG00000103876",
631
  "ENSG00000103932",
632
  "ENSG00000104043",
 
633
  "ENSG00000104133",
634
  "ENSG00000104140",
635
  "ENSG00000104147",
 
640
  "ENSG00000104442",
641
  "ENSG00000104450",
642
  "ENSG00000104524",
 
643
  "ENSG00000104626",
644
  "ENSG00000104679",
645
  "ENSG00000104722",
 
658
  "ENSG00000104946",
659
  "ENSG00000104951",
660
  "ENSG00000104957",
661
+ "ENSG00000104969",
662
  "ENSG00000104972",
663
  "ENSG00000104976",
664
  "ENSG00000104998",
665
  "ENSG00000105011",
666
  "ENSG00000105048",
 
667
  "ENSG00000105072",
668
  "ENSG00000105122",
669
  "ENSG00000105131",
 
678
  "ENSG00000105246",
679
  "ENSG00000105255",
680
  "ENSG00000105287",
681
+ "ENSG00000105298",
 
682
  "ENSG00000105374",
683
+ "ENSG00000105383",
684
  "ENSG00000105447",
685
  "ENSG00000105486",
686
+ "ENSG00000105497",
687
  "ENSG00000105509",
688
  "ENSG00000105607",
689
  "ENSG00000105612",
 
693
  "ENSG00000105643",
694
  "ENSG00000105655",
695
  "ENSG00000105671",
 
696
  "ENSG00000105698",
697
  "ENSG00000105699",
698
  "ENSG00000105707",
 
701
  "ENSG00000105732",
702
  "ENSG00000105835",
703
  "ENSG00000105851",
 
704
  "ENSG00000105866",
705
  "ENSG00000105875",
706
  "ENSG00000105967",
707
  "ENSG00000105983",
708
  "ENSG00000106003",
 
709
  "ENSG00000106013",
710
  "ENSG00000106066",
711
  "ENSG00000106069",
 
738
  "ENSG00000107651",
739
  "ENSG00000107742",
740
  "ENSG00000107771",
 
741
  "ENSG00000107796",
742
  "ENSG00000107798",
 
743
  "ENSG00000107821",
744
  "ENSG00000107829",
745
  "ENSG00000107854",
746
  "ENSG00000107968",
747
  "ENSG00000108094",
748
+ "ENSG00000108255",
749
  "ENSG00000108352",
750
  "ENSG00000108370",
751
  "ENSG00000108384",
752
  "ENSG00000108387",
753
  "ENSG00000108423",
754
  "ENSG00000108443",
 
755
  "ENSG00000108479",
756
  "ENSG00000108506",
757
  "ENSG00000108511",
758
  "ENSG00000108515",
759
  "ENSG00000108518",
 
760
  "ENSG00000108639",
761
  "ENSG00000108654",
762
  "ENSG00000108688",
763
  "ENSG00000108733",
764
  "ENSG00000108771",
765
  "ENSG00000108784",
 
766
  "ENSG00000108798",
767
  "ENSG00000108799",
768
  "ENSG00000108821",
 
775
  "ENSG00000108960",
776
  "ENSG00000108984",
777
  "ENSG00000109063",
 
778
  "ENSG00000109084",
779
  "ENSG00000109118",
780
  "ENSG00000109133",
781
  "ENSG00000109321",
782
  "ENSG00000109452",
783
+ "ENSG00000109667",
784
  "ENSG00000109684",
 
785
  "ENSG00000109689",
786
  "ENSG00000109775",
 
787
  "ENSG00000109846",
788
  "ENSG00000109854",
789
  "ENSG00000109861",
 
813
  "ENSG00000110851",
814
  "ENSG00000110871",
815
  "ENSG00000110876",
 
816
  "ENSG00000110906",
817
  "ENSG00000110934",
818
  "ENSG00000111012",
819
+ "ENSG00000111052",
820
  "ENSG00000111144",
821
  "ENSG00000111181",
822
  "ENSG00000111199",
 
840
  "ENSG00000111653",
841
  "ENSG00000111664",
842
  "ENSG00000111665",
843
+ "ENSG00000111669",
844
  "ENSG00000111670",
845
  "ENSG00000111674",
846
  "ENSG00000111679",
847
  "ENSG00000111725",
848
  "ENSG00000111726",
849
  "ENSG00000111728",
 
850
  "ENSG00000111796",
851
  "ENSG00000111802",
852
  "ENSG00000111859",
853
  "ENSG00000111875",
854
  "ENSG00000111880",
855
  "ENSG00000111913",
856
+ "ENSG00000111981",
857
  "ENSG00000112053",
858
  "ENSG00000112118",
859
  "ENSG00000112137",
 
862
  "ENSG00000112159",
863
  "ENSG00000112167",
864
  "ENSG00000112200",
865
+ "ENSG00000112237",
866
  "ENSG00000112245",
 
867
  "ENSG00000112297",
868
  "ENSG00000112299",
869
  "ENSG00000112339",
870
  "ENSG00000112343",
871
  "ENSG00000112367",
 
872
  "ENSG00000112592",
873
  "ENSG00000112659",
874
  "ENSG00000112679",
 
877
  "ENSG00000112782",
878
  "ENSG00000112796",
879
  "ENSG00000112799",
 
880
  "ENSG00000112874",
881
  "ENSG00000112877",
882
  "ENSG00000112996",
883
  "ENSG00000113088",
 
884
  "ENSG00000113140",
885
  "ENSG00000113161",
 
 
886
  "ENSG00000113231",
887
  "ENSG00000113240",
 
888
  "ENSG00000113263",
889
  "ENSG00000113328",
890
  "ENSG00000113356",
891
  "ENSG00000113441",
 
892
  "ENSG00000113532",
893
  "ENSG00000113552",
894
  "ENSG00000113555",
895
+ "ENSG00000113580",
896
  "ENSG00000113597",
897
  "ENSG00000113638",
 
898
  "ENSG00000113739",
 
899
  "ENSG00000113810",
900
  "ENSG00000113812",
901
  "ENSG00000113838",
902
+ "ENSG00000113851",
903
  "ENSG00000114013",
904
  "ENSG00000114054",
905
  "ENSG00000114378",
 
927
  "ENSG00000115091",
928
  "ENSG00000115107",
929
  "ENSG00000115112",
 
930
  "ENSG00000115165",
931
  "ENSG00000115207",
932
  "ENSG00000115232",
 
963
  "ENSG00000115902",
964
  "ENSG00000115947",
965
  "ENSG00000115956",
966
+ "ENSG00000116016",
967
+ "ENSG00000116044",
968
  "ENSG00000116096",
969
  "ENSG00000116106",
970
+ "ENSG00000116133",
971
  "ENSG00000116138",
972
  "ENSG00000116198",
973
  "ENSG00000116237",
974
  "ENSG00000116266",
975
+ "ENSG00000116299",
976
  "ENSG00000116396",
977
  "ENSG00000116489",
978
  "ENSG00000116497",
979
+ "ENSG00000116604",
980
  "ENSG00000116663",
981
+ "ENSG00000116668",
982
  "ENSG00000116679",
983
  "ENSG00000116688",
984
  "ENSG00000116691",
985
  "ENSG00000116701",
986
  "ENSG00000116704",
987
  "ENSG00000116741",
988
+ "ENSG00000116747",
989
  "ENSG00000116750",
990
  "ENSG00000116771",
991
  "ENSG00000116786",
992
  "ENSG00000116809",
993
  "ENSG00000116824",
994
  "ENSG00000116830",
995
+ "ENSG00000116903",
996
  "ENSG00000116906",
997
  "ENSG00000116918",
 
998
  "ENSG00000116990",
999
  "ENSG00000117054",
 
1000
  "ENSG00000117091",
1001
  "ENSG00000117151",
1002
  "ENSG00000117152",
1003
  "ENSG00000117153",
1004
  "ENSG00000117174",
1005
  "ENSG00000117222",
 
1006
  "ENSG00000117280",
1007
  "ENSG00000117281",
1008
  "ENSG00000117360",
 
1012
  "ENSG00000117479",
1013
  "ENSG00000117480",
1014
  "ENSG00000117505",
1015
+ "ENSG00000117525",
1016
  "ENSG00000117543",
1017
  "ENSG00000117560",
1018
+ "ENSG00000117598",
1019
  "ENSG00000117602",
1020
  "ENSG00000117632",
1021
  "ENSG00000117676",
1022
+ "ENSG00000117707",
1023
+ "ENSG00000117748",
1024
  "ENSG00000117751",
1025
  "ENSG00000117758",
1026
  "ENSG00000117791",
 
1029
  "ENSG00000118137",
1030
  "ENSG00000118162",
1031
  "ENSG00000118197",
 
1032
  "ENSG00000118260",
 
1033
  "ENSG00000118308",
1034
  "ENSG00000118454",
1035
  "ENSG00000118503",
 
1036
  "ENSG00000118514",
1037
  "ENSG00000118515",
1038
  "ENSG00000118523",
 
1044
  "ENSG00000118785",
1045
  "ENSG00000118849",
1046
  "ENSG00000118855",
 
1047
  "ENSG00000119004",
1048
  "ENSG00000119041",
1049
  "ENSG00000119203",
 
1060
  "ENSG00000119673",
1061
  "ENSG00000119682",
1062
  "ENSG00000119684",
 
1063
  "ENSG00000119760",
1064
  "ENSG00000119778",
1065
  "ENSG00000119801",
1066
+ "ENSG00000119912",
1067
  "ENSG00000119917",
1068
  "ENSG00000119922",
1069
+ "ENSG00000119927",
1070
  "ENSG00000119986",
1071
  "ENSG00000120053",
1072
  "ENSG00000120129",
1073
  "ENSG00000120217",
1074
  "ENSG00000120280",
1075
  "ENSG00000120314",
 
1076
  "ENSG00000120437",
1077
  "ENSG00000120539",
1078
  "ENSG00000120662",
 
1090
  "ENSG00000120915",
1091
  "ENSG00000120948",
1092
  "ENSG00000121005",
1093
+ "ENSG00000121057",
1094
  "ENSG00000121058",
1095
  "ENSG00000121104",
1096
  "ENSG00000121152",
 
1112
  "ENSG00000121690",
1113
  "ENSG00000121716",
1114
  "ENSG00000121753",
 
1115
  "ENSG00000121775",
1116
  "ENSG00000121797",
1117
  "ENSG00000121895",
 
1126
  "ENSG00000122224",
1127
  "ENSG00000122299",
1128
  "ENSG00000122335",
 
1129
  "ENSG00000122435",
1130
  "ENSG00000122484",
1131
+ "ENSG00000122550",
1132
  "ENSG00000122557",
1133
  "ENSG00000122592",
1134
  "ENSG00000122678",
 
1148
  "ENSG00000123178",
1149
  "ENSG00000123191",
1150
  "ENSG00000123240",
1151
+ "ENSG00000123297",
1152
  "ENSG00000123329",
1153
  "ENSG00000123338",
1154
+ "ENSG00000123342",
1155
  "ENSG00000123358",
1156
  "ENSG00000123411",
1157
  "ENSG00000123427",
1158
  "ENSG00000123444",
1159
  "ENSG00000123453",
 
1160
  "ENSG00000123600",
1161
  "ENSG00000123643",
1162
  "ENSG00000123689",
 
1165
  "ENSG00000123838",
1166
  "ENSG00000123983",
1167
  "ENSG00000124019",
 
1168
  "ENSG00000124091",
1169
  "ENSG00000124103",
1170
  "ENSG00000124107",
1171
  "ENSG00000124126",
1172
  "ENSG00000124145",
 
1173
  "ENSG00000124160",
1174
  "ENSG00000124201",
1175
  "ENSG00000124203",
 
1178
  "ENSG00000124275",
1179
  "ENSG00000124279",
1180
  "ENSG00000124374",
 
1181
  "ENSG00000124466",
1182
  "ENSG00000124479",
1183
+ "ENSG00000124508",
1184
  "ENSG00000124532",
1185
  "ENSG00000124596",
1186
  "ENSG00000124659",
 
1200
  "ENSG00000125245",
1201
  "ENSG00000125319",
1202
  "ENSG00000125337",
 
1203
  "ENSG00000125384",
1204
  "ENSG00000125430",
1205
  "ENSG00000125447",
 
1220
  "ENSG00000125726",
1221
  "ENSG00000125735",
1222
  "ENSG00000125741",
 
1223
  "ENSG00000125772",
 
1224
  "ENSG00000125827",
1225
+ "ENSG00000125885",
1226
  "ENSG00000125910",
1227
  "ENSG00000125945",
1228
  "ENSG00000126062",
 
1238
  "ENSG00000126860",
1239
  "ENSG00000126953",
1240
  "ENSG00000127080",
 
1241
  "ENSG00000127084",
1242
  "ENSG00000127129",
1243
  "ENSG00000127152",
 
1270
  "ENSG00000128578",
1271
  "ENSG00000128596",
1272
  "ENSG00000128604",
 
 
1273
  "ENSG00000128928",
 
 
1274
  "ENSG00000129003",
1275
  "ENSG00000129028",
1276
  "ENSG00000129071",
 
1282
  "ENSG00000129450",
1283
  "ENSG00000129451",
1284
  "ENSG00000129465",
1285
+ "ENSG00000129472",
1286
  "ENSG00000129474",
1287
  "ENSG00000129480",
1288
  "ENSG00000129534",
 
1302
  "ENSG00000130066",
1303
  "ENSG00000130227",
1304
  "ENSG00000130270",
 
1305
  "ENSG00000130305",
1306
+ "ENSG00000130338",
1307
  "ENSG00000130347",
1308
  "ENSG00000130348",
1309
  "ENSG00000130363",
 
1336
  "ENSG00000131115",
1337
  "ENSG00000131153",
1338
  "ENSG00000131165",
1339
+ "ENSG00000131187",
1340
  "ENSG00000131203",
1341
+ "ENSG00000131238",
1342
  "ENSG00000131242",
1343
  "ENSG00000131263",
1344
  "ENSG00000131351",
 
1380
  "ENSG00000132664",
1381
  "ENSG00000132670",
1382
  "ENSG00000132692",
1383
+ "ENSG00000132718",
1384
  "ENSG00000132749",
1385
  "ENSG00000132768",
1386
  "ENSG00000132773",
 
1391
  "ENSG00000132965",
1392
  "ENSG00000133065",
1393
  "ENSG00000133101",
 
1394
  "ENSG00000133116",
1395
+ "ENSG00000133193",
1396
  "ENSG00000133216",
1397
  "ENSG00000133246",
1398
  "ENSG00000133256",
1399
  "ENSG00000133302",
1400
  "ENSG00000133316",
 
1401
  "ENSG00000133393",
1402
  "ENSG00000133454",
1403
  "ENSG00000133561",
 
1413
  "ENSG00000133895",
1414
  "ENSG00000133943",
1415
  "ENSG00000133985",
 
1416
  "ENSG00000134057",
1417
  "ENSG00000134061",
1418
+ "ENSG00000134072",
1419
  "ENSG00000134146",
1420
  "ENSG00000134215",
1421
  "ENSG00000134222",
 
1425
  "ENSG00000134256",
1426
  "ENSG00000134258",
1427
  "ENSG00000134262",
1428
+ "ENSG00000134265",
1429
  "ENSG00000134285",
1430
  "ENSG00000134291",
1431
  "ENSG00000134333",
 
1435
  "ENSG00000134516",
1436
  "ENSG00000134539",
1437
  "ENSG00000134545",
 
 
1438
  "ENSG00000134602",
1439
  "ENSG00000134668",
1440
  "ENSG00000134684",
 
1456
  "ENSG00000135070",
1457
  "ENSG00000135077",
1458
  "ENSG00000135083",
1459
+ "ENSG00000135090",
1460
  "ENSG00000135114",
1461
  "ENSG00000135119",
1462
  "ENSG00000135127",
 
1467
  "ENSG00000135314",
1468
  "ENSG00000135315",
1469
  "ENSG00000135324",
1470
+ "ENSG00000135378",
1471
  "ENSG00000135424",
1472
  "ENSG00000135426",
 
1473
  "ENSG00000135451",
1474
  "ENSG00000135454",
1475
  "ENSG00000135469",
 
1490
  "ENSG00000135709",
1491
  "ENSG00000135736",
1492
  "ENSG00000135740",
 
1493
  "ENSG00000135749",
1494
+ "ENSG00000135776",
1495
  "ENSG00000135801",
1496
  "ENSG00000135821",
 
1497
  "ENSG00000135838",
1498
  "ENSG00000135842",
1499
  "ENSG00000135900",
 
1506
  "ENSG00000135968",
1507
  "ENSG00000135976",
1508
  "ENSG00000136011",
 
1509
  "ENSG00000136059",
1510
  "ENSG00000136108",
1511
  "ENSG00000136144",
 
1522
  "ENSG00000136305",
1523
  "ENSG00000136319",
1524
  "ENSG00000136381",
 
1525
  "ENSG00000136436",
1526
  "ENSG00000136444",
1527
  "ENSG00000136449",
1528
  "ENSG00000136451",
1529
+ "ENSG00000136478",
1530
  "ENSG00000136504",
1531
  "ENSG00000136514",
 
1532
  "ENSG00000136531",
1533
  "ENSG00000136536",
1534
  "ENSG00000136560",
 
1549
  "ENSG00000136891",
1550
  "ENSG00000136897",
1551
  "ENSG00000136932",
 
1552
  "ENSG00000136986",
1553
  "ENSG00000136999",
1554
  "ENSG00000137040",
 
1579
  "ENSG00000137673",
1580
  "ENSG00000137699",
1581
  "ENSG00000137713",
 
1582
  "ENSG00000137752",
1583
  "ENSG00000137764",
1584
  "ENSG00000137767",
 
1588
  "ENSG00000137824",
1589
  "ENSG00000137825",
1590
  "ENSG00000137841",
 
1591
  "ENSG00000137877",
1592
  "ENSG00000137878",
1593
  "ENSG00000137959",
 
1599
  "ENSG00000138111",
1600
  "ENSG00000138131",
1601
  "ENSG00000138135",
 
1602
  "ENSG00000138180",
1603
  "ENSG00000138182",
1604
  "ENSG00000138185",
 
1618
  "ENSG00000138614",
1619
  "ENSG00000138615",
1620
  "ENSG00000138629",
1621
+ "ENSG00000138641",
1622
  "ENSG00000138646",
1623
  "ENSG00000138658",
1624
  "ENSG00000138670",
 
1629
  "ENSG00000138757",
1630
  "ENSG00000138767",
1631
  "ENSG00000138778",
 
1632
  "ENSG00000138796",
1633
  "ENSG00000138821",
1634
  "ENSG00000138964",
1635
  "ENSG00000139055",
1636
+ "ENSG00000139116",
1637
  "ENSG00000139133",
1638
  "ENSG00000139190",
1639
  "ENSG00000139192",
1640
  "ENSG00000139193",
1641
  "ENSG00000139194",
1642
  "ENSG00000139200",
1643
+ "ENSG00000139291",
1644
  "ENSG00000139318",
1645
  "ENSG00000139329",
1646
  "ENSG00000139350",
1647
  "ENSG00000139352",
1648
  "ENSG00000139364",
 
1649
  "ENSG00000139508",
1650
  "ENSG00000139572",
1651
  "ENSG00000139597",
 
1658
  "ENSG00000139714",
1659
  "ENSG00000139719",
1660
  "ENSG00000139737",
 
 
1661
  "ENSG00000139890",
1662
  "ENSG00000139899",
1663
  "ENSG00000139921",
1664
+ "ENSG00000139973",
1665
  "ENSG00000139990",
1666
  "ENSG00000139998",
1667
  "ENSG00000140030",
 
1668
  "ENSG00000140199",
1669
  "ENSG00000140254",
1670
  "ENSG00000140259",
 
1690
  "ENSG00000140943",
1691
  "ENSG00000140968",
1692
  "ENSG00000141012",
 
1693
  "ENSG00000141040",
 
1694
  "ENSG00000141127",
1695
+ "ENSG00000141219",
1696
  "ENSG00000141232",
1697
  "ENSG00000141255",
1698
  "ENSG00000141258",
 
1699
  "ENSG00000141376",
1700
  "ENSG00000141434",
1701
  "ENSG00000141446",
 
1708
  "ENSG00000141556",
1709
  "ENSG00000141576",
1710
  "ENSG00000141577",
1711
+ "ENSG00000141580",
1712
  "ENSG00000141627",
1713
  "ENSG00000141642",
1714
  "ENSG00000141644",
 
1717
  "ENSG00000141664",
1718
  "ENSG00000141698",
1719
  "ENSG00000141699",
 
 
1720
  "ENSG00000141968",
1721
  "ENSG00000141994",
1722
  "ENSG00000142039",
 
1742
  "ENSG00000142892",
1743
  "ENSG00000142945",
1744
  "ENSG00000142959",
 
1745
  "ENSG00000143110",
1746
  "ENSG00000143119",
1747
  "ENSG00000143126",
 
1749
  "ENSG00000143162",
1750
  "ENSG00000143178",
1751
  "ENSG00000143184",
1752
+ "ENSG00000143185",
1753
  "ENSG00000143207",
1754
  "ENSG00000143217",
1755
  "ENSG00000143337",
 
1759
  "ENSG00000143373",
1760
  "ENSG00000143375",
1761
  "ENSG00000143384",
 
1762
  "ENSG00000143412",
1763
  "ENSG00000143436",
 
1764
  "ENSG00000143450",
1765
  "ENSG00000143457",
1766
  "ENSG00000143458",
 
1771
  "ENSG00000143546",
1772
  "ENSG00000143630",
1773
  "ENSG00000143643",
 
1774
  "ENSG00000143669",
1775
  "ENSG00000143674",
1776
  "ENSG00000143748",
1777
  "ENSG00000143751",
1778
  "ENSG00000143756",
1779
  "ENSG00000143793",
1780
+ "ENSG00000143799",
1781
  "ENSG00000143815",
1782
  "ENSG00000143847",
1783
  "ENSG00000143851",
 
1788
  "ENSG00000144026",
1789
  "ENSG00000144048",
1790
  "ENSG00000144115",
 
1791
  "ENSG00000144136",
1792
  "ENSG00000144182",
1793
  "ENSG00000144214",
1794
  "ENSG00000144231",
 
1795
  "ENSG00000144320",
1796
  "ENSG00000144381",
1797
  "ENSG00000144401",
 
1800
  "ENSG00000144559",
1801
  "ENSG00000144647",
1802
  "ENSG00000144659",
 
1803
  "ENSG00000144736",
1804
  "ENSG00000144802",
1805
  "ENSG00000144815",
 
1811
  "ENSG00000145214",
1812
  "ENSG00000145246",
1813
  "ENSG00000145287",
 
1814
  "ENSG00000145386",
1815
  "ENSG00000145388",
1816
  "ENSG00000145416",
 
1826
  "ENSG00000145723",
1827
  "ENSG00000145725",
1828
  "ENSG00000145817",
1829
+ "ENSG00000145864",
1830
  "ENSG00000145882",
1831
  "ENSG00000145907",
1832
  "ENSG00000145945",
1833
+ "ENSG00000145990",
1834
  "ENSG00000146070",
1835
  "ENSG00000146192",
1836
  "ENSG00000146197",
 
1840
  "ENSG00000146285",
1841
  "ENSG00000146410",
1842
  "ENSG00000146453",
1843
+ "ENSG00000146530",
1844
  "ENSG00000146670",
1845
  "ENSG00000146674",
1846
  "ENSG00000146678",
 
1849
  "ENSG00000146833",
1850
  "ENSG00000146859",
1851
  "ENSG00000146904",
 
1852
  "ENSG00000146955",
1853
+ "ENSG00000147010",
1854
  "ENSG00000147041",
1855
+ "ENSG00000147118",
1856
  "ENSG00000147124",
1857
  "ENSG00000147138",
 
1858
  "ENSG00000147162",
1859
  "ENSG00000147164",
1860
  "ENSG00000147224",
 
1867
  "ENSG00000147457",
1868
  "ENSG00000147471",
1869
  "ENSG00000147536",
 
1870
  "ENSG00000147576",
1871
  "ENSG00000147592",
1872
  "ENSG00000147654",
 
1878
  "ENSG00000148019",
1879
  "ENSG00000148057",
1880
  "ENSG00000148110",
1881
+ "ENSG00000148153",
1882
  "ENSG00000148158",
1883
  "ENSG00000148175",
1884
  "ENSG00000148218",
 
1887
  "ENSG00000148288",
1888
  "ENSG00000148308",
1889
  "ENSG00000148331",
 
 
 
1890
  "ENSG00000148700",
1891
  "ENSG00000148730",
1892
  "ENSG00000148773",
 
1900
  "ENSG00000149201",
1901
  "ENSG00000149231",
1902
  "ENSG00000149243",
 
1903
  "ENSG00000149269",
1904
  "ENSG00000149294",
1905
  "ENSG00000149308",
 
1908
  "ENSG00000149346",
1909
  "ENSG00000149474",
1910
  "ENSG00000149489",
 
1911
  "ENSG00000149548",
1912
+ "ENSG00000149564",
1913
+ "ENSG00000149577",
1914
  "ENSG00000149582",
1915
  "ENSG00000149599",
1916
  "ENSG00000149633",
 
1921
  "ENSG00000149968",
1922
  "ENSG00000150045",
1923
  "ENSG00000150281",
 
1924
  "ENSG00000150455",
1925
  "ENSG00000150477",
1926
  "ENSG00000150527",
 
1927
  "ENSG00000150551",
1928
  "ENSG00000150593",
1929
  "ENSG00000150637",
1930
  "ENSG00000150667",
1931
+ "ENSG00000150756",
1932
  "ENSG00000150773",
1933
+ "ENSG00000150776",
1934
  "ENSG00000150782",
1935
  "ENSG00000150867",
1936
  "ENSG00000150873",
 
1937
  "ENSG00000150991",
1938
  "ENSG00000151062",
1939
+ "ENSG00000151092",
1940
  "ENSG00000151093",
 
 
1941
  "ENSG00000151332",
1942
  "ENSG00000151470",
1943
  "ENSG00000151498",
1944
  "ENSG00000151503",
 
1945
  "ENSG00000151632",
1946
  "ENSG00000151651",
1947
  "ENSG00000151690",
1948
+ "ENSG00000151702",
1949
  "ENSG00000151715",
1950
  "ENSG00000151725",
1951
  "ENSG00000151726",
 
1955
  "ENSG00000151929",
1956
  "ENSG00000151948",
1957
  "ENSG00000152056",
 
1958
  "ENSG00000152147",
1959
  "ENSG00000152154",
1960
  "ENSG00000152193",
 
1961
  "ENSG00000152219",
1962
  "ENSG00000152234",
1963
+ "ENSG00000152242",
1964
  "ENSG00000152253",
1965
  "ENSG00000152291",
1966
  "ENSG00000152332",
 
1984
  "ENSG00000152778",
1985
  "ENSG00000152782",
1986
  "ENSG00000152784",
1987
+ "ENSG00000152804",
1988
  "ENSG00000152926",
1989
  "ENSG00000152931",
1990
  "ENSG00000152944",
 
2005
  "ENSG00000153563",
2006
  "ENSG00000153574",
2007
  "ENSG00000153767",
2008
+ "ENSG00000153790",
2009
  "ENSG00000153898",
2010
  "ENSG00000153975",
2011
  "ENSG00000154016",
 
2034
  "ENSG00000154832",
2035
  "ENSG00000154864",
2036
  "ENSG00000154889",
 
2037
  "ENSG00000155008",
2038
  "ENSG00000155085",
2039
  "ENSG00000155097",
2040
  "ENSG00000155099",
2041
  "ENSG00000155158",
 
2042
  "ENSG00000155229",
2043
  "ENSG00000155304",
2044
  "ENSG00000155307",
 
2046
  "ENSG00000155330",
2047
  "ENSG00000155367",
2048
  "ENSG00000155465",
2049
+ "ENSG00000155508",
2050
  "ENSG00000155530",
2051
  "ENSG00000155545",
2052
  "ENSG00000155561",
 
2058
  "ENSG00000155744",
2059
  "ENSG00000155827",
2060
  "ENSG00000155849",
2061
+ "ENSG00000155850",
2062
  "ENSG00000155858",
2063
  "ENSG00000155893",
2064
  "ENSG00000155926",
 
2074
  "ENSG00000156471",
2075
  "ENSG00000156475",
2076
  "ENSG00000156500",
 
2077
  "ENSG00000156508",
2078
  "ENSG00000156675",
2079
  "ENSG00000156711",
 
2085
  "ENSG00000156970",
2086
  "ENSG00000157064",
2087
  "ENSG00000157106",
2088
+ "ENSG00000157181",
2089
  "ENSG00000157191",
2090
  "ENSG00000157259",
2091
  "ENSG00000157303",
 
2094
  "ENSG00000157456",
2095
  "ENSG00000157514",
2096
  "ENSG00000157542",
 
2097
  "ENSG00000157833",
2098
  "ENSG00000157870",
2099
+ "ENSG00000157881",
2100
  "ENSG00000157890",
2101
  "ENSG00000157954",
2102
  "ENSG00000157978",
 
2108
  "ENSG00000158220",
2109
  "ENSG00000158292",
2110
  "ENSG00000158301",
 
2111
  "ENSG00000158428",
2112
  "ENSG00000158435",
2113
  "ENSG00000158473",
 
2114
  "ENSG00000158517",
2115
  "ENSG00000158623",
2116
  "ENSG00000158691",
 
2126
  "ENSG00000158985",
2127
  "ENSG00000158987",
2128
  "ENSG00000159023",
2129
+ "ENSG00000159111",
2130
  "ENSG00000159131",
2131
  "ENSG00000159164",
2132
  "ENSG00000159167",
 
2138
  "ENSG00000159388",
2139
  "ENSG00000159445",
2140
  "ENSG00000159496",
2141
+ "ENSG00000159593",
2142
  "ENSG00000159658",
2143
  "ENSG00000159753",
2144
+ "ENSG00000159761",
2145
  "ENSG00000159784",
2146
  "ENSG00000159871",
2147
  "ENSG00000159882",
 
2154
  "ENSG00000160219",
2155
  "ENSG00000160255",
2156
  "ENSG00000160323",
2157
+ "ENSG00000160326",
2158
  "ENSG00000160352",
2159
  "ENSG00000160392",
2160
  "ENSG00000160404",
 
2175
  "ENSG00000160883",
2176
  "ENSG00000160908",
2177
  "ENSG00000160917",
2178
+ "ENSG00000160949",
2179
  "ENSG00000160953",
2180
  "ENSG00000160959",
2181
  "ENSG00000160963",
2182
  "ENSG00000160991",
2183
  "ENSG00000160993",
2184
  "ENSG00000161021",
2185
+ "ENSG00000161036",
2186
  "ENSG00000161048",
2187
  "ENSG00000161204",
2188
  "ENSG00000161243",
 
2191
  "ENSG00000161395",
2192
  "ENSG00000161405",
2193
  "ENSG00000161847",
 
 
2194
  "ENSG00000161921",
2195
+ "ENSG00000162062",
2196
  "ENSG00000162063",
2197
  "ENSG00000162069",
2198
  "ENSG00000162073",
2199
+ "ENSG00000162148",
2200
  "ENSG00000162302",
2201
  "ENSG00000162341",
2202
  "ENSG00000162366",
2203
  "ENSG00000162373",
 
2204
  "ENSG00000162419",
2205
+ "ENSG00000162437",
2206
  "ENSG00000162438",
2207
  "ENSG00000162461",
2208
  "ENSG00000162496",
 
2214
  "ENSG00000162595",
2215
  "ENSG00000162600",
2216
  "ENSG00000162601",
 
2217
  "ENSG00000162636",
2218
  "ENSG00000162639",
2219
  "ENSG00000162654",
 
2228
  "ENSG00000162772",
2229
  "ENSG00000162777",
2230
  "ENSG00000162836",
2231
+ "ENSG00000162851",
2232
  "ENSG00000162878",
2233
  "ENSG00000162892",
2234
  "ENSG00000162894",
 
2237
  "ENSG00000162928",
2238
  "ENSG00000162971",
2239
  "ENSG00000162975",
 
2240
  "ENSG00000163029",
2241
  "ENSG00000163121",
2242
+ "ENSG00000163125",
2243
  "ENSG00000163131",
2244
  "ENSG00000163161",
2245
  "ENSG00000163219",
 
2255
  "ENSG00000163376",
2256
  "ENSG00000163380",
2257
  "ENSG00000163389",
 
2258
  "ENSG00000163412",
2259
  "ENSG00000163453",
2260
  "ENSG00000163467",
 
2263
  "ENSG00000163492",
2264
  "ENSG00000163507",
2265
  "ENSG00000163508",
 
2266
  "ENSG00000163516",
2267
  "ENSG00000163517",
2268
  "ENSG00000163519",
 
2305
  "ENSG00000164040",
2306
  "ENSG00000164051",
2307
  "ENSG00000164068",
 
 
2308
  "ENSG00000164077",
2309
  "ENSG00000164087",
2310
  "ENSG00000164104",
 
2357
  "ENSG00000164733",
2358
  "ENSG00000164746",
2359
  "ENSG00000164758",
 
2360
  "ENSG00000164778",
2361
+ "ENSG00000164796",
2362
  "ENSG00000164825",
2363
  "ENSG00000164850",
2364
  "ENSG00000164896",
 
2367
  "ENSG00000164938",
2368
  "ENSG00000164944",
2369
  "ENSG00000164967",
2370
+ "ENSG00000164983",
2371
  "ENSG00000165006",
2372
  "ENSG00000165046",
2373
  "ENSG00000165071",
 
2377
  "ENSG00000165188",
2378
  "ENSG00000165195",
2379
  "ENSG00000165209",
 
2380
  "ENSG00000165240",
2381
  "ENSG00000165244",
2382
  "ENSG00000165272",
 
2401
  "ENSG00000165792",
2402
  "ENSG00000165816",
2403
  "ENSG00000165821",
 
2404
  "ENSG00000165929",
2405
  "ENSG00000165934",
2406
  "ENSG00000165943",
 
2411
  "ENSG00000166035",
2412
  "ENSG00000166128",
2413
  "ENSG00000166135",
 
2414
  "ENSG00000166169",
2415
  "ENSG00000166181",
2416
  "ENSG00000166188",
 
2418
  "ENSG00000166197",
2419
  "ENSG00000166224",
2420
  "ENSG00000166257",
2421
+ "ENSG00000166260",
2422
  "ENSG00000166261",
2423
  "ENSG00000166263",
2424
+ "ENSG00000166340",
2425
  "ENSG00000166343",
2426
  "ENSG00000166349",
2427
  "ENSG00000166359",
 
2441
  "ENSG00000166579",
2442
  "ENSG00000166670",
2443
  "ENSG00000166676",
 
2444
  "ENSG00000166710",
2445
  "ENSG00000166747",
2446
  "ENSG00000166762",
2447
  "ENSG00000166788",
 
2448
  "ENSG00000166821",
2449
  "ENSG00000166822",
2450
  "ENSG00000166825",
 
2461
  "ENSG00000166965",
2462
  "ENSG00000166971",
2463
  "ENSG00000166974",
 
2464
  "ENSG00000167077",
2465
  "ENSG00000167083",
2466
  "ENSG00000167100",
 
2474
  "ENSG00000167286",
2475
  "ENSG00000167311",
2476
  "ENSG00000167315",
 
 
2477
  "ENSG00000167333",
2478
+ "ENSG00000167346",
2479
  "ENSG00000167363",
2480
  "ENSG00000167384",
2481
  "ENSG00000167394",
2482
  "ENSG00000167395",
2483
+ "ENSG00000167414",
2484
  "ENSG00000167434",
2485
  "ENSG00000167447",
2486
  "ENSG00000167487",
 
2488
  "ENSG00000167525",
2489
  "ENSG00000167536",
2490
  "ENSG00000167552",
 
2491
  "ENSG00000167555",
2492
  "ENSG00000167562",
2493
  "ENSG00000167578",
 
2502
  "ENSG00000167702",
2503
  "ENSG00000167705",
2504
  "ENSG00000167721",
 
2505
  "ENSG00000167757",
 
2506
  "ENSG00000167767",
2507
  "ENSG00000167772",
2508
  "ENSG00000167785",
 
2532
  "ENSG00000168229",
2533
  "ENSG00000168234",
2534
  "ENSG00000168286",
2535
+ "ENSG00000168301",
2536
  "ENSG00000168306",
2537
  "ENSG00000168310",
2538
  "ENSG00000168385",
 
2553
  "ENSG00000168778",
2554
  "ENSG00000168792",
2555
  "ENSG00000168803",
2556
+ "ENSG00000168813",
2557
+ "ENSG00000168824",
2558
  "ENSG00000168827",
2559
+ "ENSG00000168830",
2560
  "ENSG00000168874",
2561
  "ENSG00000168883",
2562
  "ENSG00000168884",
 
2565
  "ENSG00000168944",
2566
  "ENSG00000168995",
2567
  "ENSG00000169019",
 
2568
  "ENSG00000169087",
2569
  "ENSG00000169129",
2570
  "ENSG00000169155",
 
2572
  "ENSG00000169218",
2573
  "ENSG00000169220",
2574
  "ENSG00000169245",
2575
+ "ENSG00000169247",
2576
  "ENSG00000169252",
2577
  "ENSG00000169255",
2578
  "ENSG00000169258",
 
2584
  "ENSG00000169418",
2585
  "ENSG00000169429",
2586
  "ENSG00000169435",
 
2587
  "ENSG00000169495",
2588
  "ENSG00000169508",
2589
  "ENSG00000169583",
 
2593
  "ENSG00000169758",
2594
  "ENSG00000169764",
2595
  "ENSG00000169783",
 
2596
  "ENSG00000169896",
2597
  "ENSG00000169908",
2598
  "ENSG00000169955",
 
2604
  "ENSG00000170113",
2605
  "ENSG00000170160",
2606
  "ENSG00000170175",
2607
+ "ENSG00000170260",
2608
  "ENSG00000170312",
2609
  "ENSG00000170340",
2610
  "ENSG00000170345",
2611
  "ENSG00000170364",
2612
+ "ENSG00000170373",
2613
  "ENSG00000170417",
2614
  "ENSG00000170425",
2615
  "ENSG00000170442",
 
2620
  "ENSG00000170473",
2621
  "ENSG00000170476",
2622
  "ENSG00000170522",
2623
+ "ENSG00000170542",
2624
  "ENSG00000170571",
2625
  "ENSG00000170606",
2626
  "ENSG00000170631",
2627
+ "ENSG00000170632",
2628
  "ENSG00000170633",
2629
  "ENSG00000170734",
2630
  "ENSG00000170776",
2631
  "ENSG00000170791",
2632
  "ENSG00000170802",
2633
+ "ENSG00000170846",
2634
  "ENSG00000170854",
2635
  "ENSG00000170855",
2636
+ "ENSG00000170873",
2637
  "ENSG00000170893",
2638
  "ENSG00000170915",
2639
  "ENSG00000170949",
 
2640
  "ENSG00000171121",
2641
  "ENSG00000171161",
2642
  "ENSG00000171224",
 
2659
  "ENSG00000171517",
2660
  "ENSG00000171522",
2661
  "ENSG00000171574",
 
2662
  "ENSG00000171608",
2663
  "ENSG00000171631",
2664
  "ENSG00000171649",
 
2669
  "ENSG00000171772",
2670
  "ENSG00000171792",
2671
  "ENSG00000171798",
 
2672
  "ENSG00000171817",
2673
  "ENSG00000171823",
2674
  "ENSG00000171827",
 
2679
  "ENSG00000171867",
2680
  "ENSG00000171873",
2681
  "ENSG00000172005",
 
2682
  "ENSG00000172031",
2683
  "ENSG00000172059",
2684
  "ENSG00000172081",
2685
  "ENSG00000172116",
2686
+ "ENSG00000172183",
2687
  "ENSG00000172215",
2688
  "ENSG00000172243",
2689
  "ENSG00000172244",
 
2710
  "ENSG00000172766",
2711
  "ENSG00000172818",
2712
  "ENSG00000172840",
 
2713
  "ENSG00000172890",
2714
  "ENSG00000172893",
2715
  "ENSG00000172936",
2716
  "ENSG00000173011",
2717
+ "ENSG00000173013",
2718
  "ENSG00000173020",
2719
  "ENSG00000173041",
2720
  "ENSG00000173110",
 
2723
  "ENSG00000173137",
2724
  "ENSG00000173198",
2725
  "ENSG00000173200",
2726
+ "ENSG00000173226",
2727
  "ENSG00000173227",
2728
  "ENSG00000173258",
2729
  "ENSG00000173275",
 
2744
  "ENSG00000173641",
2745
  "ENSG00000173653",
2746
  "ENSG00000173698",
2747
+ "ENSG00000173757",
2748
  "ENSG00000173811",
2749
  "ENSG00000173875",
2750
  "ENSG00000173890",
 
2757
  "ENSG00000174013",
2758
  "ENSG00000174125",
2759
  "ENSG00000174130",
 
2760
  "ENSG00000174151",
2761
  "ENSG00000174175",
2762
  "ENSG00000174206",
2763
+ "ENSG00000174236",
2764
  "ENSG00000174276",
 
2765
  "ENSG00000174348",
2766
  "ENSG00000174456",
2767
  "ENSG00000174483",
 
2776
  "ENSG00000174607",
2777
  "ENSG00000174652",
2778
  "ENSG00000174669",
 
2779
  "ENSG00000174721",
2780
  "ENSG00000174738",
2781
  "ENSG00000174740",
 
2788
  "ENSG00000175003",
2789
  "ENSG00000175063",
2790
  "ENSG00000175087",
 
2791
  "ENSG00000175110",
2792
  "ENSG00000175137",
2793
  "ENSG00000175166",
2794
  "ENSG00000175213",
2795
  "ENSG00000175221",
2796
  "ENSG00000175224",
2797
+ "ENSG00000175279",
2798
  "ENSG00000175344",
2799
  "ENSG00000175348",
2800
+ "ENSG00000175352",
2801
  "ENSG00000175395",
2802
  "ENSG00000175414",
2803
  "ENSG00000175449",
 
2815
  "ENSG00000175707",
2816
  "ENSG00000175711",
2817
  "ENSG00000175773",
 
2818
  "ENSG00000175787",
2819
  "ENSG00000175893",
 
2820
  "ENSG00000175899",
2821
  "ENSG00000175928",
2822
  "ENSG00000175938",
2823
+ "ENSG00000175970",
2824
  "ENSG00000175985",
2825
  "ENSG00000176022",
2826
+ "ENSG00000176024",
2827
  "ENSG00000176049",
2828
  "ENSG00000176055",
2829
  "ENSG00000176087",
 
2833
  "ENSG00000176208",
2834
  "ENSG00000176222",
2835
  "ENSG00000176248",
2836
+ "ENSG00000176390",
2837
+ "ENSG00000176401",
2838
  "ENSG00000176476",
2839
  "ENSG00000176531",
2840
+ "ENSG00000176533",
2841
  "ENSG00000176563",
2842
  "ENSG00000176595",
2843
  "ENSG00000176658",
 
2878
  "ENSG00000177663",
2879
  "ENSG00000177666",
2880
  "ENSG00000177683",
2881
+ "ENSG00000177685",
2882
  "ENSG00000177688",
2883
  "ENSG00000177692",
2884
  "ENSG00000177721",
 
2886
  "ENSG00000177822",
2887
  "ENSG00000177842",
2888
  "ENSG00000177875",
2889
+ "ENSG00000177889",
2890
  "ENSG00000177932",
2891
  "ENSG00000177943",
2892
  "ENSG00000177946",
 
2902
  "ENSG00000178199",
2903
  "ENSG00000178222",
2904
  "ENSG00000178229",
2905
+ "ENSG00000178404",
2906
  "ENSG00000178425",
2907
  "ENSG00000178445",
2908
  "ENSG00000178537",
2909
  "ENSG00000178562",
2910
  "ENSG00000178573",
 
2911
  "ENSG00000178623",
2912
  "ENSG00000178665",
2913
  "ENSG00000178685",
 
2915
  "ENSG00000178718",
2916
  "ENSG00000178726",
2917
  "ENSG00000178764",
 
2918
  "ENSG00000178802",
2919
  "ENSG00000178814",
2920
  "ENSG00000178826",
 
2928
  "ENSG00000179021",
2929
  "ENSG00000179044",
2930
  "ENSG00000179051",
2931
+ "ENSG00000179057",
2932
  "ENSG00000179071",
2933
  "ENSG00000179119",
2934
  "ENSG00000179134",
 
2953
  "ENSG00000179841",
2954
  "ENSG00000179855",
2955
  "ENSG00000179859",
2956
+ "ENSG00000179869",
2957
  "ENSG00000179909",
2958
  "ENSG00000179918",
2959
  "ENSG00000179941",
 
2961
  "ENSG00000180035",
2962
  "ENSG00000180089",
2963
  "ENSG00000180096",
 
2964
  "ENSG00000180182",
2965
+ "ENSG00000180185",
2966
  "ENSG00000180209",
 
2967
  "ENSG00000180329",
 
2968
  "ENSG00000180346",
 
 
2969
  "ENSG00000180448",
 
2970
  "ENSG00000180481",
2971
  "ENSG00000180525",
2972
+ "ENSG00000180596",
2973
  "ENSG00000180616",
2974
  "ENSG00000180626",
2975
  "ENSG00000180638",
 
2985
  "ENSG00000181027",
2986
  "ENSG00000181038",
2987
  "ENSG00000181135",
2988
+ "ENSG00000181143",
2989
  "ENSG00000181392",
2990
+ "ENSG00000181481",
2991
  "ENSG00000181634",
2992
  "ENSG00000181638",
2993
  "ENSG00000181744",
 
3007
  "ENSG00000182179",
3008
  "ENSG00000182183",
3009
  "ENSG00000182199",
3010
+ "ENSG00000182272",
3011
  "ENSG00000182318",
3012
  "ENSG00000182325",
3013
  "ENSG00000182359",
 
3018
  "ENSG00000182575",
3019
  "ENSG00000182578",
3020
  "ENSG00000182612",
 
 
3021
  "ENSG00000182795",
3022
  "ENSG00000182810",
3023
  "ENSG00000182853",
3024
  "ENSG00000182866",
3025
  "ENSG00000182870",
3026
  "ENSG00000182885",
3027
+ "ENSG00000182902",
3028
  "ENSG00000182923",
 
3029
  "ENSG00000182973",
 
3030
  "ENSG00000183111",
3031
  "ENSG00000183155",
3032
  "ENSG00000183186",
3033
  "ENSG00000183248",
3034
  "ENSG00000183309",
 
3035
  "ENSG00000183439",
3036
  "ENSG00000183486",
3037
  "ENSG00000183508",
 
3038
  "ENSG00000183530",
3039
  "ENSG00000183576",
3040
  "ENSG00000183597",
 
3044
  "ENSG00000183735",
3045
  "ENSG00000183751",
3046
  "ENSG00000183763",
3047
+ "ENSG00000183814",
3048
  "ENSG00000183831",
3049
  "ENSG00000183873",
3050
  "ENSG00000183876",
3051
  "ENSG00000183914",
3052
  "ENSG00000183918",
3053
  "ENSG00000183921",
 
3054
  "ENSG00000184009",
3055
  "ENSG00000184012",
3056
  "ENSG00000184056",
 
3070
  "ENSG00000184445",
3071
  "ENSG00000184465",
3072
  "ENSG00000184575",
 
3073
  "ENSG00000184588",
3074
  "ENSG00000184602",
3075
  "ENSG00000184675",
 
3077
  "ENSG00000184730",
3078
  "ENSG00000184743",
3079
  "ENSG00000184786",
3080
+ "ENSG00000184809",
3081
  "ENSG00000184863",
3082
+ "ENSG00000184916",
3083
  "ENSG00000184922",
3084
  "ENSG00000184979",
3085
  "ENSG00000185009",
3086
  "ENSG00000185090",
3087
  "ENSG00000185101",
3088
+ "ENSG00000185127",
3089
  "ENSG00000185130",
3090
  "ENSG00000185133",
3091
  "ENSG00000185220",
 
3095
  "ENSG00000185404",
3096
  "ENSG00000185414",
3097
  "ENSG00000185418",
 
3098
  "ENSG00000185453",
3099
  "ENSG00000185467",
3100
  "ENSG00000185507",
3101
  "ENSG00000185513",
3102
  "ENSG00000185567",
 
3103
  "ENSG00000185670",
3104
  "ENSG00000185686",
3105
  "ENSG00000185753",
 
3156
  "ENSG00000187187",
3157
  "ENSG00000187189",
3158
  "ENSG00000187210",
 
3159
  "ENSG00000187474",
3160
  "ENSG00000187531",
 
3161
  "ENSG00000187608",
3162
  "ENSG00000187626",
3163
  "ENSG00000187650",
 
3168
  "ENSG00000187792",
3169
  "ENSG00000187800",
3170
  "ENSG00000187815",
3171
+ "ENSG00000187860",
3172
  "ENSG00000188001",
3173
  "ENSG00000188021",
3174
  "ENSG00000188060",
 
3188
  "ENSG00000188554",
3189
  "ENSG00000188613",
3190
  "ENSG00000188636",
 
3191
  "ENSG00000188761",
3192
  "ENSG00000188785",
3193
  "ENSG00000188786",
 
3212
  "ENSG00000189143",
3213
  "ENSG00000189144",
3214
  "ENSG00000189164",
3215
+ "ENSG00000189190",
3216
  "ENSG00000189298",
3217
  "ENSG00000189306",
3218
  "ENSG00000189362",
 
3220
  "ENSG00000189369",
3221
  "ENSG00000189377",
3222
  "ENSG00000189420",
3223
+ "ENSG00000196118",
3224
  "ENSG00000196126",
3225
  "ENSG00000196139",
3226
  "ENSG00000196150",
3227
  "ENSG00000196155",
3228
  "ENSG00000196166",
3229
+ "ENSG00000196172",
3230
  "ENSG00000196214",
3231
  "ENSG00000196220",
3232
  "ENSG00000196227",
3233
  "ENSG00000196233",
3234
+ "ENSG00000196235",
3235
  "ENSG00000196260",
3236
  "ENSG00000196267",
3237
  "ENSG00000196290",
3238
  "ENSG00000196352",
3239
+ "ENSG00000196358",
3240
  "ENSG00000196371",
3241
+ "ENSG00000196381",
3242
  "ENSG00000196391",
3243
  "ENSG00000196405",
3244
  "ENSG00000196418",
3245
  "ENSG00000196421",
3246
  "ENSG00000196422",
3247
  "ENSG00000196437",
 
3248
  "ENSG00000196459",
3249
  "ENSG00000196466",
3250
  "ENSG00000196503",
 
3252
  "ENSG00000196511",
3253
  "ENSG00000196544",
3254
  "ENSG00000196547",
 
3255
  "ENSG00000196584",
3256
  "ENSG00000196611",
3257
  "ENSG00000196646",
 
3260
  "ENSG00000196684",
3261
  "ENSG00000196724",
3262
  "ENSG00000196735",
 
3263
  "ENSG00000196757",
3264
  "ENSG00000196793",
3265
  "ENSG00000196810",
3266
  "ENSG00000196812",
 
3267
  "ENSG00000196867",
 
 
3268
  "ENSG00000196932",
3269
  "ENSG00000196967",
3270
  "ENSG00000196968",
 
3274
  "ENSG00000197050",
3275
  "ENSG00000197057",
3276
  "ENSG00000197070",
 
3277
  "ENSG00000197099",
3278
  "ENSG00000197183",
3279
  "ENSG00000197217",
3280
  "ENSG00000197253",
3281
  "ENSG00000197275",
 
3282
  "ENSG00000197299",
 
 
3283
  "ENSG00000197343",
3284
  "ENSG00000197362",
3285
  "ENSG00000197372",
3286
  "ENSG00000197381",
3287
  "ENSG00000197385",
3288
  "ENSG00000197405",
3289
+ "ENSG00000197410",
3290
  "ENSG00000197415",
3291
  "ENSG00000197465",
3292
  "ENSG00000197471",
3293
+ "ENSG00000197557",
3294
  "ENSG00000197566",
3295
  "ENSG00000197579",
3296
  "ENSG00000197580",
3297
  "ENSG00000197586",
 
3298
  "ENSG00000197619",
3299
  "ENSG00000197620",
3300
  "ENSG00000197629",
 
3302
  "ENSG00000197635",
3303
  "ENSG00000197705",
3304
  "ENSG00000197714",
3305
+ "ENSG00000197745",
3306
  "ENSG00000197746",
3307
  "ENSG00000197753",
3308
  "ENSG00000197808",
 
3321
  "ENSG00000198010",
3322
  "ENSG00000198056",
3323
  "ENSG00000198081",
 
3324
  "ENSG00000198089",
3325
  "ENSG00000198093",
3326
  "ENSG00000198105",
3327
+ "ENSG00000198146",
3328
  "ENSG00000198176",
3329
  "ENSG00000198185",
3330
  "ENSG00000198198",
3331
  "ENSG00000198205",
3332
  "ENSG00000198208",
 
3333
  "ENSG00000198231",
 
3334
  "ENSG00000198270",
3335
  "ENSG00000198286",
3336
  "ENSG00000198315",
 
3351
  "ENSG00000198556",
3352
  "ENSG00000198574",
3353
  "ENSG00000198589",
3354
+ "ENSG00000198612",
3355
+ "ENSG00000198624",
3356
  "ENSG00000198642",
3357
  "ENSG00000198663",
3358
  "ENSG00000198690",
 
3361
  "ENSG00000198727",
3362
  "ENSG00000198728",
3363
  "ENSG00000198730",
3364
+ "ENSG00000198734",
3365
  "ENSG00000198736",
3366
  "ENSG00000198771",
3367
+ "ENSG00000198774",
3368
  "ENSG00000198780",
3369
  "ENSG00000198786",
3370
  "ENSG00000198791",
 
3391
  "ENSG00000198939",
3392
  "ENSG00000198954",
3393
  "ENSG00000198964",
3394
+ "ENSG00000203279",
3395
  "ENSG00000203326",
 
3396
  "ENSG00000203499",
3397
  "ENSG00000203705",
 
3398
  "ENSG00000203747",
3399
  "ENSG00000203805",
3400
  "ENSG00000203943",
 
3401
  "ENSG00000204103",
 
3402
  "ENSG00000204152",
3403
  "ENSG00000204186",
3404
  "ENSG00000204237",
 
3413
  "ENSG00000204389",
3414
  "ENSG00000204390",
3415
  "ENSG00000204397",
 
3416
  "ENSG00000204472",
3417
  "ENSG00000204475",
3418
+ "ENSG00000204520",
3419
  "ENSG00000204560",
3420
  "ENSG00000204577",
3421
  "ENSG00000204592",
3422
  "ENSG00000204599",
 
 
3423
  "ENSG00000204713",
 
3424
  "ENSG00000204839",
3425
  "ENSG00000204843",
3426
  "ENSG00000205045",
 
3429
  "ENSG00000205309",
3430
  "ENSG00000205413",
3431
  "ENSG00000205423",
 
3432
  "ENSG00000205531",
3433
  "ENSG00000205542",
3434
  "ENSG00000205559",
 
3435
  "ENSG00000205670",
3436
  "ENSG00000205683",
3437
  "ENSG00000205710",
 
3441
  "ENSG00000205808",
3442
  "ENSG00000205809",
3443
  "ENSG00000205835",
3444
+ "ENSG00000205913",
3445
  "ENSG00000206417",
3446
+ "ENSG00000206530",
3447
  "ENSG00000206535",
3448
  "ENSG00000206559",
 
3449
  "ENSG00000211456",
3450
  "ENSG00000211584",
 
 
 
3451
  "ENSG00000213047",
3452
  "ENSG00000213088",
3453
  "ENSG00000213139",
 
3457
  "ENSG00000213281",
3458
  "ENSG00000213347",
3459
  "ENSG00000213366",
 
3460
  "ENSG00000213390",
3461
  "ENSG00000213468",
3462
  "ENSG00000213533",
3463
  "ENSG00000213638",
 
3464
  "ENSG00000213658",
3465
+ "ENSG00000213672",
3466
  "ENSG00000213676",
 
3467
  "ENSG00000213762",
3468
  "ENSG00000213799",
3469
  "ENSG00000213903",
 
3480
  "ENSG00000214290",
3481
  "ENSG00000214367",
3482
  "ENSG00000214401",
 
3483
  "ENSG00000214694",
3484
  "ENSG00000214787",
3485
  "ENSG00000214827",
 
3487
  "ENSG00000215114",
3488
  "ENSG00000215218",
3489
  "ENSG00000215244",
 
3490
  "ENSG00000215305",
3491
  "ENSG00000215788",
 
3492
  "ENSG00000216895",
3493
  "ENSG00000219607",
3494
  "ENSG00000219626",
 
3504
  "ENSG00000222020",
3505
  "ENSG00000223387",
3506
  "ENSG00000223478",
3507
+ "ENSG00000223485",
3508
  "ENSG00000223501",
3509
  "ENSG00000223547",
3510
+ "ENSG00000223561",
3511
  "ENSG00000223658",
3512
+ "ENSG00000223704",
3513
+ "ENSG00000223734",
3514
  "ENSG00000223764",
3515
+ "ENSG00000223969",
3516
  "ENSG00000224023",
3517
  "ENSG00000224046",
3518
  "ENSG00000224051",
3519
  "ENSG00000224086",
 
3520
  "ENSG00000224101",
3521
  "ENSG00000224429",
3522
  "ENSG00000224470",
3523
  "ENSG00000224536",
3524
  "ENSG00000224616",
3525
+ "ENSG00000224738",
3526
  "ENSG00000224790",
3527
  "ENSG00000224875",
3528
  "ENSG00000225083",
3529
  "ENSG00000225177",
3530
+ "ENSG00000225265",
3531
  "ENSG00000225439",
3532
  "ENSG00000225614",
3533
  "ENSG00000225697",
 
3536
  "ENSG00000225764",
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4003
  ],
4004
  "label_categories": [
4005
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4028
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4029
  "regulatory T cell",
4030
  "skeletal muscle satellite stem cell",
4031
+ "vascular associated smooth muscle cell",
4032
+ "unassigned"
4033
  ]
4034
  }
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