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popV version: 0.6.0

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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:0.12.2
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- - scikit_learn:1.7.2
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- - organism:Homo sapiens
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- - Python:3.12.8
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- - popV:0.6.0
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- - 'tissue: bone marrow'
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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/4f1555bc-4664-46c3-a606-78d34dd10d92.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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- | neutrophil | 880 | 0.97 | 0.97 | 0.97 | 0.96 | 0.00 | 0.91 | 0.96 | 0.96 | 0.98 |
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- | CD4-positive, alpha-beta T cell | 296 | 0.82 | 0.84 | 0.84 | 0.80 | 0.00 | 0.79 | 0.82 | 0.85 | 0.85 |
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- | CD8-positive, alpha-beta T cell | 267 | 0.81 | 0.84 | 0.82 | 0.78 | 0.00 | 0.81 | 0.82 | 0.86 | 0.85 |
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- | monocyte | 221 | 0.74 | 0.78 | 0.80 | 0.78 | 0.00 | 0.66 | 0.65 | 0.75 | 0.80 |
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- | B cell | 186 | 0.99 | 0.99 | 0.98 | 0.99 | 0.00 | 1.00 | 0.99 | 0.99 | 0.99 |
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- | hematopoietic precursor cell | 161 | 0.76 | 0.80 | 0.82 | 0.81 | 0.00 | 0.83 | 0.82 | 0.83 | 0.83 |
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- | plasma cell | 151 | 0.99 | 0.99 | 0.99 | 1.00 | 0.00 | 0.99 | 1.00 | 1.00 | 1.00 |
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- | natural killer cell | 106 | 0.94 | 0.97 | 0.95 | 0.90 | 0.00 | 0.90 | 0.95 | 0.97 | 0.96 |
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- | erythroid progenitor cell | 96 | 0.75 | 0.73 | 0.73 | 0.70 | 0.00 | 0.76 | 0.75 | 0.82 | 0.78 |
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- | hematopoietic stem cell | 74 | 0.78 | 0.81 | 0.84 | 0.76 | 0.00 | 0.81 | 0.77 | 0.79 | 0.82 |
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- | granulocyte | 61 | 0.68 | 0.32 | 0.70 | 0.18 | 0.00 | 0.36 | 0.65 | 0.62 | 0.72 |
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- | erythrocyte | 45 | 0.63 | 0.62 | 0.67 | 0.62 | 0.00 | 0.70 | 0.74 | 0.81 | 0.69 |
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- | common myeloid progenitor | 48 | 0.75 | 0.76 | 0.68 | 0.61 | 0.00 | 0.70 | 0.73 | 0.83 | 0.80 |
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- | macrophage | 38 | 0.70 | 0.48 | 0.72 | 0.54 | 0.00 | 0.56 | 0.64 | 0.70 | 0.75 |
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- | classical monocyte | 21 | 0.16 | 0.09 | 0.15 | 0.15 | 0.00 | 0.23 | 0.12 | 0.30 | 0.14 |
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- | intermediate monocyte | 23 | 0.38 | 0.39 | 0.45 | 0.34 | 0.00 | 0.26 | 0.30 | 0.36 | 0.44 |
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- | myeloid dendritic cell | 9 | 0.54 | 0.29 | 0.29 | 0.59 | 0.00 | 0.43 | 0.46 | 0.59 | 0.61 |
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- | T cell | 12 | 0.65 | 0.47 | 0.60 | 0.42 | 0.00 | 0.39 | 0.57 | 0.67 | 0.81 |
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- | mature NK T cell | 7 | 0.00 | 0.25 | 0.25 | 0.00 | 0.00 | 0.00 | 0.33 | 0.44 | 0.25 |
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- | non-classical monocyte | 8 | 0.00 | 0.00 | 0.40 | 0.31 | 0.00 | 0.42 | 0.17 | 0.33 | 0.22 |
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- | basophil | 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 | 1 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 |
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- | fibroblast | 0 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 |
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- | plasmacytoid dendritic cell | 1 | 0.00 | 0.00 | 1.00 | 1.00 | 0.00 | 0.50 | 0.00 | 0.00 | 1.00 |
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- | endothelial cell | 0 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 |
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-
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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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- | neutrophil | 7797 | 0.96 | 0.96 | 0.98 | 0.96 | 0.00 | 0.96 | 0.96 | 0.96 | 0.98 |
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- | CD4-positive, alpha-beta T cell | 2877 | 0.86 | 0.88 | 0.88 | 0.86 | 0.00 | 0.85 | 0.90 | 0.92 | 0.90 |
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- | CD8-positive, alpha-beta T cell | 2369 | 0.84 | 0.86 | 0.86 | 0.82 | 0.00 | 0.83 | 0.87 | 0.89 | 0.88 |
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- | monocyte | 1819 | 0.76 | 0.83 | 0.84 | 0.82 | 0.00 | 0.76 | 0.81 | 0.86 | 0.87 |
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- | B cell | 1633 | 0.99 | 0.99 | 0.99 | 0.99 | 0.00 | 0.99 | 0.99 | 0.99 | 0.99 |
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- | hematopoietic precursor cell | 1559 | 0.82 | 0.88 | 0.90 | 0.86 | 0.00 | 0.89 | 0.89 | 0.91 | 0.92 |
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- | plasma cell | 1297 | 0.98 | 0.99 | 0.99 | 0.99 | 0.00 | 0.98 | 0.99 | 0.99 | 0.99 |
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- | natural killer cell | 993 | 0.93 | 0.95 | 0.95 | 0.91 | 0.00 | 0.93 | 0.96 | 0.96 | 0.97 |
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- | erythroid progenitor cell | 875 | 0.76 | 0.79 | 0.78 | 0.79 | 0.00 | 0.90 | 0.92 | 0.96 | 0.93 |
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- | hematopoietic stem cell | 718 | 0.80 | 0.87 | 0.86 | 0.84 | 0.00 | 0.88 | 0.94 | 0.95 | 0.92 |
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- | granulocyte | 574 | 0.71 | 0.29 | 0.74 | 0.25 | 0.00 | 0.73 | 0.72 | 0.70 | 0.84 |
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- | erythrocyte | 408 | 0.69 | 0.70 | 0.73 | 0.73 | 0.00 | 0.92 | 0.94 | 0.95 | 0.90 |
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- | common myeloid progenitor | 405 | 0.67 | 0.76 | 0.70 | 0.71 | 0.00 | 0.82 | 0.92 | 0.95 | 0.92 |
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- | macrophage | 320 | 0.61 | 0.61 | 0.68 | 0.59 | 0.00 | 0.82 | 0.88 | 0.92 | 0.89 |
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- | classical monocyte | 210 | 0.16 | 0.03 | 0.11 | 0.18 | 0.00 | 0.51 | 0.71 | 0.73 | 0.54 |
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- | intermediate monocyte | 201 | 0.46 | 0.58 | 0.58 | 0.48 | 0.00 | 0.68 | 0.87 | 0.93 | 0.81 |
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- | myeloid dendritic cell | 99 | 0.56 | 0.58 | 0.68 | 0.65 | 0.00 | 0.70 | 0.81 | 0.80 | 0.84 |
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- | T cell | 86 | 0.56 | 0.32 | 0.46 | 0.41 | 0.00 | 0.45 | 0.73 | 0.70 | 0.80 |
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- | mature NK T cell | 57 | 0.00 | 0.63 | 0.42 | 0.03 | 0.00 | 0.68 | 0.96 | 0.97 | 0.96 |
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- | non-classical monocyte | 45 | 0.00 | 0.43 | 0.38 | 0.46 | 0.00 | 0.67 | 0.94 | 0.97 | 0.89 |
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- | basophil | 23 | 0.00 | 0.52 | 0.48 | 0.55 | 0.00 | 0.56 | 0.90 | 0.70 | 0.85 |
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- | regulatory T cell | 13 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.36 | 0.96 | 0.76 | 0.14 |
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- | fibroblast | 11 | 0.00 | 0.54 | 0.36 | 0.44 | 0.00 | 0.61 | 0.96 | 0.96 | 0.87 |
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- | plasmacytoid dendritic cell | 8 | 0.00 | 0.50 | 0.40 | 0.00 | 0.00 | 0.28 | 0.67 | 0.76 | 0.67 |
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- | endothelial cell | 3 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.57 | 1.00 | 1.00 | 0.50 |
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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| neutrophil | 880 | 0.97 | 0.97 | 0.97 | 0.96 | 0.00 | 0.91 | 0.96 | 0.96 | 0.98 |\n| CD4-positive, alpha-beta T cell | 296 | 0.82 | 0.84 | 0.84 | 0.80 | 0.00 | 0.79 | 0.82 | 0.85 | 0.85 |\n| CD8-positive, alpha-beta T cell | 267 | 0.81 | 0.84 | 0.82 | 0.78 | 0.00 | 0.81 | 0.82 | 0.86 | 0.85 |\n| monocyte | 221 | 0.74 | 0.78 | 0.80 | 0.78 | 0.00 | 0.66 | 0.65 | 0.75 | 0.80 |\n| B cell | 186 | 0.99 | 0.99 | 0.98 | 0.99 | 0.00 | 1.00 | 0.99 | 0.99 | 0.99 |\n| hematopoietic precursor cell | 161 | 0.76 | 0.80 | 0.82 | 0.81 | 0.00 | 0.83 | 0.82 | 0.83 | 0.83 |\n| plasma cell | 151 | 0.99 | 0.99 | 0.99 | 1.00 | 0.00 | 0.99 | 1.00 | 1.00 | 1.00 |\n| natural killer cell | 106 | 0.94 | 0.97 | 0.95 | 0.90 | 0.00 | 0.90 | 0.95 | 0.97 | 0.96 |\n| erythroid progenitor cell | 96 | 0.75 | 0.73 | 0.73 | 0.70 | 0.00 | 0.76 | 0.75 | 0.82 | 0.78 |\n| hematopoietic stem cell | 74 | 0.78 | 0.81 | 0.84 | 0.76 | 0.00 | 0.81 | 0.77 | 0.79 | 0.82 |\n| granulocyte | 61 | 0.68 | 0.32 | 0.70 | 0.18 | 0.00 | 0.36 | 0.65 | 0.62 | 0.72 |\n| erythrocyte | 45 | 0.63 | 0.62 | 0.67 | 0.62 | 0.00 | 0.70 | 0.74 | 0.81 | 0.69 |\n| common myeloid progenitor | 48 | 0.75 | 0.76 | 0.68 | 0.61 | 0.00 | 0.70 | 0.73 | 0.83 | 0.80 |\n| macrophage | 38 | 0.70 | 0.48 | 0.72 | 0.54 | 0.00 | 0.56 | 0.64 | 0.70 | 0.75 |\n| classical monocyte | 21 | 0.16 | 0.09 | 0.15 | 0.15 | 0.00 | 0.23 | 0.12 | 0.30 | 0.14 |\n| intermediate monocyte | 23 | 0.38 | 0.39 | 0.45 | 0.34 | 0.00 | 0.26 | 0.30 | 0.36 | 0.44 |\n| myeloid dendritic cell | 9 | 0.54 | 0.29 | 0.29 | 0.59 | 0.00 | 0.43 | 0.46 | 0.59 | 0.61 |\n| T cell | 12 | 0.65 | 0.47 | 0.60 | 0.42 | 0.00 | 0.39 | 0.57 | 0.67 | 0.81 |\n| mature NK T cell | 7 | 0.00 | 0.25 | 0.25 | 0.00 | 0.00 | 0.00 | 0.33 | 0.44 | 0.25 |\n| non-classical monocyte | 8 | 0.00 | 0.00 | 0.40 | 0.31 | 0.00 | 0.42 | 0.17 | 0.33 | 0.22 |\n| basophil | 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 | 0.00 | 0.00 | 0.00 | 0.00 |\n| fibroblast | 0 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 |\n| plasmacytoid dendritic cell | 1 | 0.00 | 0.00 | 1.00 | 1.00 | 0.00 | 0.50 | 0.00 | 0.00 | 1.00 |\n| endothelial cell | 0 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 |",
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- "ref_accuracy": "| Cell Type | N cells | celltypist | knn bbknn | knn harmony | knn on scvi | onclass | scanvi | svm | xgboost | Consensus Prediction |\n| --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- |\n| neutrophil | 7797 | 0.96 | 0.96 | 0.98 | 0.96 | 0.00 | 0.96 | 0.96 | 0.96 | 0.98 |\n| CD4-positive, alpha-beta T cell | 2877 | 0.86 | 0.88 | 0.88 | 0.86 | 0.00 | 0.85 | 0.90 | 0.92 | 0.90 |\n| CD8-positive, alpha-beta T cell | 2369 | 0.84 | 0.86 | 0.86 | 0.82 | 0.00 | 0.83 | 0.87 | 0.89 | 0.88 |\n| monocyte | 1819 | 0.76 | 0.83 | 0.84 | 0.82 | 0.00 | 0.76 | 0.81 | 0.86 | 0.87 |\n| B cell | 1633 | 0.99 | 0.99 | 0.99 | 0.99 | 0.00 | 0.99 | 0.99 | 0.99 | 0.99 |\n| hematopoietic precursor cell | 1559 | 0.82 | 0.88 | 0.90 | 0.86 | 0.00 | 0.89 | 0.89 | 0.91 | 0.92 |\n| plasma cell | 1297 | 0.98 | 0.99 | 0.99 | 0.99 | 0.00 | 0.98 | 0.99 | 0.99 | 0.99 |\n| natural killer cell | 993 | 0.93 | 0.95 | 0.95 | 0.91 | 0.00 | 0.93 | 0.96 | 0.96 | 0.97 |\n| erythroid progenitor cell | 875 | 0.76 | 0.79 | 0.78 | 0.79 | 0.00 | 0.90 | 0.92 | 0.96 | 0.93 |\n| hematopoietic stem cell | 718 | 0.80 | 0.87 | 0.86 | 0.84 | 0.00 | 0.88 | 0.94 | 0.95 | 0.92 |\n| granulocyte | 574 | 0.71 | 0.29 | 0.74 | 0.25 | 0.00 | 0.73 | 0.72 | 0.70 | 0.84 |\n| erythrocyte | 408 | 0.69 | 0.70 | 0.73 | 0.73 | 0.00 | 0.92 | 0.94 | 0.95 | 0.90 |\n| common myeloid progenitor | 405 | 0.67 | 0.76 | 0.70 | 0.71 | 0.00 | 0.82 | 0.92 | 0.95 | 0.92 |\n| macrophage | 320 | 0.61 | 0.61 | 0.68 | 0.59 | 0.00 | 0.82 | 0.88 | 0.92 | 0.89 |\n| classical monocyte | 210 | 0.16 | 0.03 | 0.11 | 0.18 | 0.00 | 0.51 | 0.71 | 0.73 | 0.54 |\n| intermediate monocyte | 201 | 0.46 | 0.58 | 0.58 | 0.48 | 0.00 | 0.68 | 0.87 | 0.93 | 0.81 |\n| myeloid dendritic cell | 99 | 0.56 | 0.58 | 0.68 | 0.65 | 0.00 | 0.70 | 0.81 | 0.80 | 0.84 |\n| T cell | 86 | 0.56 | 0.32 | 0.46 | 0.41 | 0.00 | 0.45 | 0.73 | 0.70 | 0.80 |\n| mature NK T cell | 57 | 0.00 | 0.63 | 0.42 | 0.03 | 0.00 | 0.68 | 0.96 | 0.97 | 0.96 |\n| non-classical monocyte | 45 | 0.00 | 0.43 | 0.38 | 0.46 | 0.00 | 0.67 | 0.94 | 0.97 | 0.89 |\n| basophil | 23 | 0.00 | 0.52 | 0.48 | 0.55 | 0.00 | 0.56 | 0.90 | 0.70 | 0.85 |\n| regulatory T cell | 13 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.36 | 0.96 | 0.76 | 0.14 |\n| fibroblast | 11 | 0.00 | 0.54 | 0.36 | 0.44 | 0.00 | 0.61 | 0.96 | 0.96 | 0.87 |\n| plasmacytoid dendritic cell | 8 | 0.00 | 0.50 | 0.40 | 0.00 | 0.00 | 0.28 | 0.67 | 0.76 | 0.67 |\n| endothelial cell | 3 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.57 | 1.00 | 1.00 | 0.50 |"
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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| neutrophil | 857 | 0.96 | 0.96 | 0.97 | 0.96 | 0.00 | 0.88 | 0.95 | 0.95 | 0.98 |\n| CD4-positive, alpha-beta T cell | 304 | 0.86 | 0.87 | 0.87 | 0.84 | 0.00 | 0.86 | 0.88 | 0.91 | 0.89 |\n| CD8-positive, alpha-beta T cell | 242 | 0.82 | 0.83 | 0.83 | 0.78 | 0.00 | 0.82 | 0.84 | 0.87 | 0.84 |\n| monocyte | 212 | 0.70 | 0.79 | 0.82 | 0.75 | 0.00 | 0.74 | 0.66 | 0.76 | 0.80 |\n| B cell | 189 | 0.99 | 0.99 | 0.99 | 0.99 | 0.00 | 0.99 | 0.99 | 0.98 | 0.99 |\n| hematopoietic precursor cell | 177 | 0.79 | 0.85 | 0.84 | 0.80 | 0.00 | 0.85 | 0.85 | 0.86 | 0.86 |\n| plasma cell | 152 | 0.98 | 0.99 | 1.00 | 0.99 | 0.00 | 0.99 | 0.99 | 0.99 | 1.00 |\n| natural killer cell | 100 | 0.91 | 0.93 | 0.93 | 0.92 | 0.00 | 0.90 | 0.96 | 0.94 | 0.93 |\n| erythroid progenitor cell | 107 | 0.77 | 0.77 | 0.77 | 0.80 | 0.00 | 0.78 | 0.82 | 0.85 | 0.84 |\n| hematopoietic stem cell | 82 | 0.80 | 0.83 | 0.87 | 0.80 | 0.00 | 0.82 | 0.85 | 0.87 | 0.89 |\n| granulocyte | 73 | 0.71 | 0.40 | 0.69 | 0.12 | 0.00 | 0.39 | 0.64 | 0.68 | 0.79 |\n| erythrocyte | 44 | 0.67 | 0.62 | 0.64 | 0.63 | 0.00 | 0.60 | 0.77 | 0.77 | 0.68 |\n| common myeloid progenitor | 45 | 0.69 | 0.73 | 0.66 | 0.72 | 0.00 | 0.76 | 0.72 | 0.80 | 0.77 |\n| macrophage | 32 | 0.57 | 0.49 | 0.61 | 0.40 | 0.00 | 0.58 | 0.67 | 0.65 | 0.69 |\n| classical monocyte | 27 | 0.20 | 0.00 | 0.07 | 0.07 | 0.00 | 0.28 | 0.20 | 0.33 | 0.06 |\n| intermediate monocyte | 23 | 0.39 | 0.46 | 0.40 | 0.30 | 0.00 | 0.46 | 0.33 | 0.43 | 0.48 |\n| myeloid dendritic cell | 11 | 0.57 | 0.44 | 0.63 | 0.76 | 0.00 | 0.62 | 0.50 | 0.69 | 0.80 |\n| T cell | 12 | 0.64 | 0.40 | 0.53 | 0.27 | 0.00 | 0.53 | 0.76 | 0.71 | 0.80 |\n| mature NK T cell | 9 | 0.00 | 0.71 | 0.00 | 0.00 | 0.00 | 0.30 | 0.80 | 0.67 | 0.50 |\n| non-classical monocyte | 8 | 0.00 | 0.22 | 0.00 | 0.00 | 0.00 | 0.15 | 0.00 | 0.17 | 0.00 |\n| basophil | 1 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.29 | 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 |\n| fibroblast | 1 | 0.00 | 0.00 | 0.00 | 1.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 |\n| plasmacytoid dendritic cell | 4 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.73 | 0.00 | 0.33 | 0.00 |\n| endothelial cell | 0 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 |",
3
+ "ref_accuracy": "| Cell Type | N cells | celltypist | knn bbknn | knn harmony | knn on scvi | onclass | scanvi | svm | xgboost | Consensus Prediction |\n| --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- |\n| neutrophil | 7820 | 0.97 | 0.97 | 0.97 | 0.96 | 0.00 | 0.95 | 0.96 | 0.96 | 0.98 |\n| CD4-positive, alpha-beta T cell | 2869 | 0.85 | 0.87 | 0.87 | 0.86 | 0.00 | 0.86 | 0.89 | 0.91 | 0.89 |\n| CD8-positive, alpha-beta T cell | 2394 | 0.83 | 0.86 | 0.86 | 0.81 | 0.00 | 0.83 | 0.86 | 0.88 | 0.87 |\n| monocyte | 1828 | 0.77 | 0.82 | 0.84 | 0.81 | 0.00 | 0.81 | 0.81 | 0.85 | 0.88 |\n| B cell | 1630 | 0.99 | 0.99 | 0.99 | 0.99 | 0.00 | 0.99 | 0.99 | 0.99 | 0.99 |\n| hematopoietic precursor cell | 1543 | 0.80 | 0.87 | 0.89 | 0.84 | 0.00 | 0.90 | 0.88 | 0.90 | 0.92 |\n| plasma cell | 1296 | 0.98 | 0.99 | 0.99 | 0.99 | 0.00 | 0.99 | 0.99 | 1.00 | 0.99 |\n| natural killer cell | 999 | 0.92 | 0.95 | 0.95 | 0.91 | 0.00 | 0.94 | 0.96 | 0.96 | 0.97 |\n| erythroid progenitor cell | 864 | 0.73 | 0.79 | 0.77 | 0.78 | 0.00 | 0.89 | 0.92 | 0.95 | 0.93 |\n| hematopoietic stem cell | 710 | 0.76 | 0.86 | 0.87 | 0.81 | 0.00 | 0.89 | 0.95 | 0.94 | 0.92 |\n| granulocyte | 562 | 0.71 | 0.26 | 0.71 | 0.26 | 0.00 | 0.58 | 0.71 | 0.69 | 0.83 |\n| erythrocyte | 409 | 0.71 | 0.72 | 0.72 | 0.70 | 0.00 | 0.90 | 0.94 | 0.95 | 0.90 |\n| common myeloid progenitor | 408 | 0.67 | 0.74 | 0.69 | 0.71 | 0.00 | 0.85 | 0.92 | 0.95 | 0.92 |\n| macrophage | 326 | 0.62 | 0.59 | 0.69 | 0.58 | 0.00 | 0.83 | 0.89 | 0.92 | 0.91 |\n| classical monocyte | 204 | 0.23 | 0.00 | 0.08 | 0.17 | 0.00 | 0.54 | 0.72 | 0.76 | 0.66 |\n| intermediate monocyte | 201 | 0.47 | 0.54 | 0.58 | 0.49 | 0.00 | 0.78 | 0.87 | 0.95 | 0.82 |\n| myeloid dendritic cell | 97 | 0.50 | 0.54 | 0.65 | 0.60 | 0.00 | 0.78 | 0.82 | 0.82 | 0.85 |\n| T cell | 86 | 0.47 | 0.30 | 0.48 | 0.49 | 0.00 | 0.46 | 0.67 | 0.65 | 0.70 |\n| mature NK T cell | 55 | 0.00 | 0.45 | 0.19 | 0.14 | 0.00 | 0.59 | 0.92 | 0.92 | 0.93 |\n| non-classical monocyte | 45 | 0.00 | 0.40 | 0.27 | 0.28 | 0.00 | 0.85 | 0.94 | 0.94 | 0.84 |\n| basophil | 22 | 0.00 | 0.37 | 0.53 | 0.55 | 0.00 | 0.46 | 0.88 | 0.79 | 0.82 |\n| regulatory T cell | 14 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.65 | 0.76 | 0.70 | 0.44 |\n| fibroblast | 10 | 0.00 | 0.33 | 0.38 | 0.47 | 0.00 | 0.50 | 0.83 | 0.87 | 0.80 |\n| plasmacytoid dendritic cell | 5 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.24 | 1.00 | 0.83 | 1.00 |\n| endothelial cell | 3 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 1.00 | 1.00 | 1.00 | 0.50 |"
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512
  "ENSG00000102001",
513
  "ENSG00000102003",
@@ -523,7 +487,6 @@
523
  "ENSG00000102221",
524
  "ENSG00000102241",
525
  "ENSG00000102245",
526
- "ENSG00000102312",
527
  "ENSG00000102349",
528
  "ENSG00000102383",
529
  "ENSG00000102471",
@@ -536,6 +499,7 @@
536
  "ENSG00000102878",
537
  "ENSG00000102897",
538
  "ENSG00000102900",
 
539
  "ENSG00000103056",
540
  "ENSG00000103066",
541
  "ENSG00000103089",
@@ -549,30 +513,27 @@
549
  "ENSG00000103351",
550
  "ENSG00000103353",
551
  "ENSG00000103365",
 
552
  "ENSG00000103528",
553
  "ENSG00000103534",
554
  "ENSG00000103671",
555
  "ENSG00000103852",
556
  "ENSG00000104067",
557
- "ENSG00000104142",
558
  "ENSG00000104154",
559
  "ENSG00000104267",
560
  "ENSG00000104312",
561
- "ENSG00000104313",
562
  "ENSG00000104341",
563
  "ENSG00000104361",
564
- "ENSG00000104368",
565
  "ENSG00000104413",
566
  "ENSG00000104490",
567
  "ENSG00000104497",
568
- "ENSG00000104613",
569
  "ENSG00000104728",
570
- "ENSG00000104765",
571
  "ENSG00000104833",
572
  "ENSG00000104881",
573
  "ENSG00000104921",
574
  "ENSG00000104936",
575
- "ENSG00000104951",
576
  "ENSG00000104972",
577
  "ENSG00000105072",
578
  "ENSG00000105088",
@@ -589,10 +550,8 @@
589
  "ENSG00000105357",
590
  "ENSG00000105372",
591
  "ENSG00000105427",
592
- "ENSG00000105443",
593
  "ENSG00000105447",
594
  "ENSG00000105464",
595
- "ENSG00000105492",
596
  "ENSG00000105499",
597
  "ENSG00000105568",
598
  "ENSG00000105610",
@@ -605,61 +564,56 @@
605
  "ENSG00000105732",
606
  "ENSG00000105750",
607
  "ENSG00000105784",
608
- "ENSG00000105792",
609
  "ENSG00000105810",
610
  "ENSG00000105835",
611
  "ENSG00000105855",
612
  "ENSG00000105865",
613
  "ENSG00000105866",
614
  "ENSG00000105877",
 
615
  "ENSG00000105928",
616
- "ENSG00000105971",
617
  "ENSG00000105982",
618
  "ENSG00000106004",
619
  "ENSG00000106013",
620
- "ENSG00000106080",
621
- "ENSG00000106086",
622
  "ENSG00000106089",
623
  "ENSG00000106258",
624
  "ENSG00000106327",
625
- "ENSG00000106328",
626
  "ENSG00000106333",
627
  "ENSG00000106346",
628
  "ENSG00000106351",
629
- "ENSG00000106460",
630
  "ENSG00000106477",
631
  "ENSG00000106479",
632
  "ENSG00000106484",
633
  "ENSG00000106560",
634
- "ENSG00000106565",
635
  "ENSG00000106608",
636
  "ENSG00000106624",
 
637
  "ENSG00000106804",
638
  "ENSG00000106809",
639
  "ENSG00000106819",
640
- "ENSG00000106823",
641
  "ENSG00000106853",
642
  "ENSG00000106952",
 
643
  "ENSG00000106993",
644
- "ENSG00000107014",
645
  "ENSG00000107021",
646
  "ENSG00000107140",
647
  "ENSG00000107186",
648
  "ENSG00000107201",
649
  "ENSG00000107249",
 
650
  "ENSG00000107338",
 
651
  "ENSG00000107438",
652
  "ENSG00000107562",
653
  "ENSG00000107611",
654
  "ENSG00000107679",
655
- "ENSG00000107771",
656
  "ENSG00000107789",
657
  "ENSG00000107798",
658
  "ENSG00000107815",
659
  "ENSG00000108039",
660
  "ENSG00000108179",
661
  "ENSG00000108187",
662
- "ENSG00000108239",
663
  "ENSG00000108244",
664
  "ENSG00000108352",
665
  "ENSG00000108370",
@@ -674,6 +628,7 @@
674
  "ENSG00000108651",
675
  "ENSG00000108654",
676
  "ENSG00000108666",
 
677
  "ENSG00000108771",
678
  "ENSG00000108797",
679
  "ENSG00000108799",
@@ -683,13 +638,12 @@
683
  "ENSG00000108861",
684
  "ENSG00000108883",
685
  "ENSG00000108924",
686
- "ENSG00000108960",
687
  "ENSG00000109063",
688
  "ENSG00000109065",
689
  "ENSG00000109099",
690
  "ENSG00000109103",
691
  "ENSG00000109107",
692
- "ENSG00000109133",
693
  "ENSG00000109339",
694
  "ENSG00000109436",
695
  "ENSG00000109572",
@@ -710,6 +664,7 @@
710
  "ENSG00000110042",
711
  "ENSG00000110060",
712
  "ENSG00000110077",
 
713
  "ENSG00000110080",
714
  "ENSG00000110092",
715
  "ENSG00000110104",
@@ -717,7 +672,9 @@
717
  "ENSG00000110218",
718
  "ENSG00000110324",
719
  "ENSG00000110436",
 
720
  "ENSG00000110514",
 
721
  "ENSG00000110693",
722
  "ENSG00000110697",
723
  "ENSG00000110723",
@@ -733,6 +690,7 @@
733
  "ENSG00000110955",
734
  "ENSG00000110958",
735
  "ENSG00000111087",
 
736
  "ENSG00000111144",
737
  "ENSG00000111145",
738
  "ENSG00000111269",
@@ -754,29 +712,26 @@
754
  "ENSG00000111679",
755
  "ENSG00000111696",
756
  "ENSG00000111725",
757
- "ENSG00000111727",
758
  "ENSG00000111728",
759
  "ENSG00000111785",
760
  "ENSG00000111790",
761
  "ENSG00000111796",
762
  "ENSG00000111801",
763
- "ENSG00000111843",
764
  "ENSG00000111863",
765
  "ENSG00000111879",
766
  "ENSG00000111880",
767
- "ENSG00000111961",
768
  "ENSG00000112077",
 
769
  "ENSG00000112118",
770
  "ENSG00000112130",
771
  "ENSG00000112139",
772
- "ENSG00000112144",
773
  "ENSG00000112149",
774
  "ENSG00000112182",
775
  "ENSG00000112210",
776
- "ENSG00000112212",
777
  "ENSG00000112218",
778
  "ENSG00000112290",
779
  "ENSG00000112293",
 
780
  "ENSG00000112303",
781
  "ENSG00000112308",
782
  "ENSG00000112320",
@@ -787,11 +742,13 @@
787
  "ENSG00000112530",
788
  "ENSG00000112599",
789
  "ENSG00000112697",
 
790
  "ENSG00000112769",
791
  "ENSG00000112782",
792
  "ENSG00000112796",
793
  "ENSG00000112855",
794
  "ENSG00000112874",
 
795
  "ENSG00000112941",
796
  "ENSG00000112964",
797
  "ENSG00000113070",
@@ -806,14 +763,14 @@
806
  "ENSG00000113389",
807
  "ENSG00000113552",
808
  "ENSG00000113555",
 
809
  "ENSG00000113645",
810
  "ENSG00000113758",
811
  "ENSG00000113790",
812
- "ENSG00000113838",
813
  "ENSG00000113966",
814
  "ENSG00000114013",
815
  "ENSG00000114026",
816
- "ENSG00000114279",
817
  "ENSG00000114487",
818
  "ENSG00000114520",
819
  "ENSG00000114529",
@@ -829,10 +786,12 @@
829
  "ENSG00000114770",
830
  "ENSG00000114790",
831
  "ENSG00000114805",
 
832
  "ENSG00000114859",
833
  "ENSG00000114904",
834
  "ENSG00000114948",
835
  "ENSG00000114988",
 
836
  "ENSG00000115009",
837
  "ENSG00000115085",
838
  "ENSG00000115109",
@@ -841,7 +800,7 @@
841
  "ENSG00000115183",
842
  "ENSG00000115255",
843
  "ENSG00000115257",
844
- "ENSG00000115282",
845
  "ENSG00000115290",
846
  "ENSG00000115295",
847
  "ENSG00000115306",
@@ -852,9 +811,9 @@
852
  "ENSG00000115457",
853
  "ENSG00000115459",
854
  "ENSG00000115474",
855
- "ENSG00000115520",
856
  "ENSG00000115523",
857
  "ENSG00000115526",
 
858
  "ENSG00000115602",
859
  "ENSG00000115738",
860
  "ENSG00000115827",
@@ -871,7 +830,9 @@
871
  "ENSG00000116128",
872
  "ENSG00000116147",
873
  "ENSG00000116194",
 
874
  "ENSG00000116299",
 
875
  "ENSG00000116396",
876
  "ENSG00000116525",
877
  "ENSG00000116544",
@@ -882,9 +843,9 @@
882
  "ENSG00000116741",
883
  "ENSG00000116748",
884
  "ENSG00000116771",
 
885
  "ENSG00000116819",
886
  "ENSG00000116824",
887
- "ENSG00000116830",
888
  "ENSG00000116885",
889
  "ENSG00000116962",
890
  "ENSG00000116985",
@@ -904,9 +865,11 @@
904
  "ENSG00000117399",
905
  "ENSG00000117400",
906
  "ENSG00000117408",
 
907
  "ENSG00000117477",
908
  "ENSG00000117480",
909
  "ENSG00000117519",
 
910
  "ENSG00000117560",
911
  "ENSG00000117586",
912
  "ENSG00000117593",
@@ -914,19 +877,19 @@
914
  "ENSG00000117595",
915
  "ENSG00000117602",
916
  "ENSG00000117632",
917
- "ENSG00000117640",
918
  "ENSG00000117643",
919
  "ENSG00000117650",
920
  "ENSG00000117697",
921
  "ENSG00000117724",
922
  "ENSG00000117758",
923
- "ENSG00000117791",
924
  "ENSG00000117906",
 
925
  "ENSG00000118197",
926
  "ENSG00000118242",
927
  "ENSG00000118257",
928
  "ENSG00000118307",
929
  "ENSG00000118369",
 
930
  "ENSG00000118454",
931
  "ENSG00000118473",
932
  "ENSG00000118495",
@@ -935,6 +898,7 @@
935
  "ENSG00000118515",
936
  "ENSG00000118518",
937
  "ENSG00000118596",
 
938
  "ENSG00000118707",
939
  "ENSG00000118777",
940
  "ENSG00000118804",
@@ -944,6 +908,7 @@
944
  "ENSG00000118961",
945
  "ENSG00000118997",
946
  "ENSG00000119041",
 
947
  "ENSG00000119227",
948
  "ENSG00000119242",
949
  "ENSG00000119328",
@@ -957,7 +922,6 @@
957
  "ENSG00000119686",
958
  "ENSG00000119688",
959
  "ENSG00000119699",
960
- "ENSG00000119703",
961
  "ENSG00000119714",
962
  "ENSG00000119760",
963
  "ENSG00000119862",
@@ -965,12 +929,13 @@
965
  "ENSG00000119917",
966
  "ENSG00000119922",
967
  "ENSG00000119927",
968
- "ENSG00000119943",
969
  "ENSG00000119946",
970
  "ENSG00000119950",
971
  "ENSG00000119965",
972
  "ENSG00000120049",
973
  "ENSG00000120129",
 
 
974
  "ENSG00000120262",
975
  "ENSG00000120280",
976
  "ENSG00000120370",
@@ -993,14 +958,10 @@
993
  "ENSG00000121413",
994
  "ENSG00000121417",
995
  "ENSG00000121454",
996
- "ENSG00000121570",
997
  "ENSG00000121577",
998
  "ENSG00000121578",
999
  "ENSG00000121690",
1000
  "ENSG00000121691",
1001
- "ENSG00000121807",
1002
- "ENSG00000121864",
1003
- "ENSG00000121895",
1004
  "ENSG00000121897",
1005
  "ENSG00000121904",
1006
  "ENSG00000121933",
@@ -1017,7 +978,6 @@
1017
  "ENSG00000122406",
1018
  "ENSG00000122417",
1019
  "ENSG00000122420",
1020
- "ENSG00000122484",
1021
  "ENSG00000122543",
1022
  "ENSG00000122574",
1023
  "ENSG00000122644",
@@ -1029,7 +989,6 @@
1029
  "ENSG00000122861",
1030
  "ENSG00000122870",
1031
  "ENSG00000122877",
1032
- "ENSG00000122884",
1033
  "ENSG00000122952",
1034
  "ENSG00000122971",
1035
  "ENSG00000123064",
@@ -1037,20 +996,22 @@
1037
  "ENSG00000123131",
1038
  "ENSG00000123159",
1039
  "ENSG00000123243",
 
1040
  "ENSG00000123360",
1041
  "ENSG00000123384",
1042
  "ENSG00000123405",
 
1043
  "ENSG00000123416",
1044
  "ENSG00000123453",
 
1045
  "ENSG00000123600",
 
1046
  "ENSG00000123728",
1047
  "ENSG00000123975",
1048
  "ENSG00000124067",
1049
- "ENSG00000124074",
1050
  "ENSG00000124103",
1051
  "ENSG00000124104",
1052
  "ENSG00000124107",
1053
- "ENSG00000124120",
1054
  "ENSG00000124140",
1055
  "ENSG00000124160",
1056
  "ENSG00000124191",
@@ -1058,16 +1019,12 @@
1058
  "ENSG00000124209",
1059
  "ENSG00000124215",
1060
  "ENSG00000124216",
1061
- "ENSG00000124225",
1062
  "ENSG00000124257",
1063
  "ENSG00000124275",
1064
  "ENSG00000124313",
1065
  "ENSG00000124459",
1066
  "ENSG00000124466",
1067
  "ENSG00000124490",
1068
- "ENSG00000124491",
1069
- "ENSG00000124496",
1070
- "ENSG00000124602",
1071
  "ENSG00000124613",
1072
  "ENSG00000124701",
1073
  "ENSG00000124721",
@@ -1084,7 +1041,6 @@
1084
  "ENSG00000125434",
1085
  "ENSG00000125450",
1086
  "ENSG00000125462",
1087
- "ENSG00000125505",
1088
  "ENSG00000125538",
1089
  "ENSG00000125630",
1090
  "ENSG00000125650",
@@ -1108,11 +1064,8 @@
1108
  "ENSG00000126353",
1109
  "ENSG00000126467",
1110
  "ENSG00000126500",
1111
- "ENSG00000126524",
1112
  "ENSG00000126787",
1113
  "ENSG00000126803",
1114
- "ENSG00000126804",
1115
- "ENSG00000126814",
1116
  "ENSG00000126822",
1117
  "ENSG00000126861",
1118
  "ENSG00000126945",
@@ -1133,7 +1086,6 @@
1133
  "ENSG00000127870",
1134
  "ENSG00000127903",
1135
  "ENSG00000127920",
1136
- "ENSG00000127948",
1137
  "ENSG00000127954",
1138
  "ENSG00000127955",
1139
  "ENSG00000127989",
@@ -1142,13 +1094,12 @@
1142
  "ENSG00000128016",
1143
  "ENSG00000128040",
1144
  "ENSG00000128050",
 
1145
  "ENSG00000128228",
1146
  "ENSG00000128271",
1147
- "ENSG00000128274",
1148
  "ENSG00000128284",
1149
  "ENSG00000128298",
1150
  "ENSG00000128322",
1151
- "ENSG00000128394",
1152
  "ENSG00000128513",
1153
  "ENSG00000128536",
1154
  "ENSG00000128567",
@@ -1170,7 +1121,6 @@
1170
  "ENSG00000129204",
1171
  "ENSG00000129219",
1172
  "ENSG00000129244",
1173
- "ENSG00000129465",
1174
  "ENSG00000129467",
1175
  "ENSG00000129472",
1176
  "ENSG00000129480",
@@ -1204,19 +1154,16 @@
1204
  "ENSG00000130584",
1205
  "ENSG00000130590",
1206
  "ENSG00000130592",
 
1207
  "ENSG00000130635",
1208
  "ENSG00000130649",
1209
  "ENSG00000130707",
1210
  "ENSG00000130766",
1211
- "ENSG00000130770",
1212
  "ENSG00000130783",
1213
- "ENSG00000130787",
1214
  "ENSG00000130812",
1215
  "ENSG00000130818",
1216
  "ENSG00000130821",
1217
  "ENSG00000130830",
1218
- "ENSG00000130856",
1219
- "ENSG00000130881",
1220
  "ENSG00000130935",
1221
  "ENSG00000130940",
1222
  "ENSG00000130956",
@@ -1247,6 +1194,7 @@
1247
  "ENSG00000131848",
1248
  "ENSG00000131849",
1249
  "ENSG00000131899",
 
1250
  "ENSG00000131951",
1251
  "ENSG00000132002",
1252
  "ENSG00000132122",
@@ -1259,11 +1207,10 @@
1259
  "ENSG00000132465",
1260
  "ENSG00000132470",
1261
  "ENSG00000132475",
1262
- "ENSG00000132478",
1263
  "ENSG00000132514",
1264
  "ENSG00000132535",
1265
  "ENSG00000132561",
1266
- "ENSG00000132604",
1267
  "ENSG00000132623",
1268
  "ENSG00000132639",
1269
  "ENSG00000132646",
@@ -1273,15 +1220,14 @@
1273
  "ENSG00000132768",
1274
  "ENSG00000132792",
1275
  "ENSG00000132801",
1276
- "ENSG00000132819",
1277
  "ENSG00000132825",
1278
  "ENSG00000132849",
 
1279
  "ENSG00000132881",
1280
  "ENSG00000132906",
1281
  "ENSG00000132912",
1282
  "ENSG00000132915",
1283
  "ENSG00000132932",
1284
- "ENSG00000132938",
1285
  "ENSG00000132958",
1286
  "ENSG00000132970",
1287
  "ENSG00000133059",
@@ -1295,6 +1241,7 @@
1295
  "ENSG00000133169",
1296
  "ENSG00000133216",
1297
  "ENSG00000133317",
 
1298
  "ENSG00000133466",
1299
  "ENSG00000133477",
1300
  "ENSG00000133488",
@@ -1331,14 +1278,16 @@
1331
  "ENSG00000134376",
1332
  "ENSG00000134444",
1333
  "ENSG00000134460",
 
1334
  "ENSG00000134531",
1335
  "ENSG00000134539",
1336
  "ENSG00000134545",
1337
  "ENSG00000134548",
1338
  "ENSG00000134571",
1339
- "ENSG00000134602",
1340
  "ENSG00000134697",
1341
  "ENSG00000134755",
 
1342
  "ENSG00000134775",
1343
  "ENSG00000134864",
1344
  "ENSG00000134873",
@@ -1346,24 +1295,21 @@
1346
  "ENSG00000134899",
1347
  "ENSG00000134901",
1348
  "ENSG00000134955",
1349
- "ENSG00000135046",
1350
  "ENSG00000135069",
1351
- "ENSG00000135077",
1352
  "ENSG00000135083",
1353
  "ENSG00000135093",
1354
  "ENSG00000135108",
1355
  "ENSG00000135114",
1356
  "ENSG00000135119",
1357
- "ENSG00000135127",
1358
  "ENSG00000135205",
1359
  "ENSG00000135218",
1360
  "ENSG00000135245",
1361
- "ENSG00000135272",
1362
  "ENSG00000135297",
1363
  "ENSG00000135314",
1364
  "ENSG00000135315",
1365
  "ENSG00000135318",
1366
  "ENSG00000135362",
 
1367
  "ENSG00000135407",
1368
  "ENSG00000135409",
1369
  "ENSG00000135437",
@@ -1383,8 +1329,8 @@
1383
  "ENSG00000135740",
1384
  "ENSG00000135749",
1385
  "ENSG00000135775",
 
1386
  "ENSG00000135821",
1387
- "ENSG00000135823",
1388
  "ENSG00000135828",
1389
  "ENSG00000135898",
1390
  "ENSG00000135914",
@@ -1401,7 +1347,6 @@
1401
  "ENSG00000136158",
1402
  "ENSG00000136159",
1403
  "ENSG00000136160",
1404
- "ENSG00000136205",
1405
  "ENSG00000136231",
1406
  "ENSG00000136235",
1407
  "ENSG00000136250",
@@ -1416,6 +1361,7 @@
1416
  "ENSG00000136573",
1417
  "ENSG00000136603",
1418
  "ENSG00000136634",
 
1419
  "ENSG00000136717",
1420
  "ENSG00000136826",
1421
  "ENSG00000136827",
@@ -1429,10 +1375,11 @@
1429
  "ENSG00000136928",
1430
  "ENSG00000136929",
1431
  "ENSG00000136935",
 
1432
  "ENSG00000136960",
1433
  "ENSG00000136997",
1434
- "ENSG00000137040",
1435
  "ENSG00000137054",
 
1436
  "ENSG00000137075",
1437
  "ENSG00000137101",
1438
  "ENSG00000137103",
@@ -1457,7 +1404,6 @@
1457
  "ENSG00000137752",
1458
  "ENSG00000137760",
1459
  "ENSG00000137801",
1460
- "ENSG00000137802",
1461
  "ENSG00000137807",
1462
  "ENSG00000137818",
1463
  "ENSG00000137821",
@@ -1472,16 +1418,14 @@
1472
  "ENSG00000137960",
1473
  "ENSG00000138061",
1474
  "ENSG00000138075",
1475
- "ENSG00000138080",
1476
  "ENSG00000138135",
1477
  "ENSG00000138138",
1478
  "ENSG00000138172",
1479
  "ENSG00000138193",
1480
  "ENSG00000138231",
1481
  "ENSG00000138271",
 
1482
  "ENSG00000138316",
1483
- "ENSG00000138363",
1484
- "ENSG00000138386",
1485
  "ENSG00000138395",
1486
  "ENSG00000138430",
1487
  "ENSG00000138434",
@@ -1489,13 +1433,13 @@
1489
  "ENSG00000138439",
1490
  "ENSG00000138449",
1491
  "ENSG00000138459",
1492
- "ENSG00000138468",
1493
  "ENSG00000138606",
1494
  "ENSG00000138623",
1495
  "ENSG00000138642",
1496
  "ENSG00000138678",
1497
  "ENSG00000138696",
1498
  "ENSG00000138722",
 
1499
  "ENSG00000138750",
1500
  "ENSG00000138759",
1501
  "ENSG00000138778",
@@ -1525,14 +1469,13 @@
1525
  "ENSG00000139637",
1526
  "ENSG00000139644",
1527
  "ENSG00000139679",
 
1528
  "ENSG00000139915",
1529
  "ENSG00000139970",
1530
- "ENSG00000139977",
1531
  "ENSG00000139990",
1532
  "ENSG00000139998",
1533
  "ENSG00000140006",
1534
  "ENSG00000140009",
1535
- "ENSG00000140015",
1536
  "ENSG00000140022",
1537
  "ENSG00000140030",
1538
  "ENSG00000140057",
@@ -1555,7 +1498,6 @@
1555
  "ENSG00000140553",
1556
  "ENSG00000140682",
1557
  "ENSG00000140691",
1558
- "ENSG00000140943",
1559
  "ENSG00000140950",
1560
  "ENSG00000140961",
1561
  "ENSG00000140968",
@@ -1565,17 +1507,18 @@
1565
  "ENSG00000141040",
1566
  "ENSG00000141096",
1567
  "ENSG00000141098",
1568
- "ENSG00000141179",
1569
  "ENSG00000141232",
1570
- "ENSG00000141293",
1571
  "ENSG00000141338",
1572
  "ENSG00000141391",
1573
  "ENSG00000141404",
1574
  "ENSG00000141424",
1575
  "ENSG00000141441",
1576
  "ENSG00000141449",
 
1577
  "ENSG00000141469",
1578
  "ENSG00000141497",
 
1579
  "ENSG00000141519",
1580
  "ENSG00000141527",
1581
  "ENSG00000141540",
@@ -1587,7 +1530,7 @@
1587
  "ENSG00000141753",
1588
  "ENSG00000141837",
1589
  "ENSG00000142173",
1590
- "ENSG00000142197",
1591
  "ENSG00000142330",
1592
  "ENSG00000142444",
1593
  "ENSG00000142453",
@@ -1607,7 +1550,6 @@
1607
  "ENSG00000142920",
1608
  "ENSG00000142949",
1609
  "ENSG00000142961",
1610
- "ENSG00000143033",
1611
  "ENSG00000143079",
1612
  "ENSG00000143093",
1613
  "ENSG00000143126",
@@ -1619,13 +1561,13 @@
1619
  "ENSG00000143226",
1620
  "ENSG00000143248",
1621
  "ENSG00000143297",
 
1622
  "ENSG00000143333",
1623
  "ENSG00000143341",
1624
  "ENSG00000143344",
1625
  "ENSG00000143365",
1626
  "ENSG00000143367",
1627
  "ENSG00000143373",
1628
- "ENSG00000143387",
1629
  "ENSG00000143398",
1630
  "ENSG00000143401",
1631
  "ENSG00000143416",
@@ -1639,6 +1581,7 @@
1639
  "ENSG00000143554",
1640
  "ENSG00000143578",
1641
  "ENSG00000143603",
 
1642
  "ENSG00000143630",
1643
  "ENSG00000143740",
1644
  "ENSG00000143751",
@@ -1649,12 +1592,10 @@
1649
  "ENSG00000143971",
1650
  "ENSG00000143994",
1651
  "ENSG00000143995",
1652
- "ENSG00000144026",
1653
  "ENSG00000144043",
1654
  "ENSG00000144057",
1655
  "ENSG00000144061",
1656
  "ENSG00000144115",
1657
- "ENSG00000144118",
1658
  "ENSG00000144120",
1659
  "ENSG00000144152",
1660
  "ENSG00000144233",
@@ -1676,17 +1617,18 @@
1676
  "ENSG00000144792",
1677
  "ENSG00000144821",
1678
  "ENSG00000144824",
 
1679
  "ENSG00000144868",
1680
- "ENSG00000144891",
1681
  "ENSG00000144893",
1682
  "ENSG00000144909",
1683
- "ENSG00000145022",
 
1684
  "ENSG00000145191",
1685
  "ENSG00000145214",
1686
- "ENSG00000145242",
1687
  "ENSG00000145246",
1688
- "ENSG00000145248",
1689
  "ENSG00000145284",
 
1690
  "ENSG00000145362",
1691
  "ENSG00000145388",
1692
  "ENSG00000145416",
@@ -1698,7 +1640,6 @@
1698
  "ENSG00000145555",
1699
  "ENSG00000145623",
1700
  "ENSG00000145632",
1701
- "ENSG00000145687",
1702
  "ENSG00000145700",
1703
  "ENSG00000145708",
1704
  "ENSG00000145721",
@@ -1709,7 +1650,6 @@
1709
  "ENSG00000145882",
1710
  "ENSG00000145908",
1711
  "ENSG00000145911",
1712
- "ENSG00000145919",
1713
  "ENSG00000145934",
1714
  "ENSG00000145936",
1715
  "ENSG00000145945",
@@ -1724,13 +1664,12 @@
1724
  "ENSG00000146285",
1725
  "ENSG00000146409",
1726
  "ENSG00000146433",
1727
- "ENSG00000146476",
1728
- "ENSG00000146530",
1729
  "ENSG00000146674",
1730
  "ENSG00000146700",
1731
  "ENSG00000146729",
1732
  "ENSG00000146833",
1733
  "ENSG00000146904",
 
1734
  "ENSG00000147082",
1735
  "ENSG00000147099",
1736
  "ENSG00000147118",
@@ -1739,11 +1678,11 @@
1739
  "ENSG00000147138",
1740
  "ENSG00000147144",
1741
  "ENSG00000147145",
1742
- "ENSG00000147164",
1743
  "ENSG00000147174",
1744
  "ENSG00000147231",
1745
  "ENSG00000147324",
1746
  "ENSG00000147394",
 
1747
  "ENSG00000147437",
1748
  "ENSG00000147443",
1749
  "ENSG00000147454",
@@ -1752,10 +1691,10 @@
1752
  "ENSG00000147570",
1753
  "ENSG00000147573",
1754
  "ENSG00000147604",
 
1755
  "ENSG00000147687",
1756
  "ENSG00000147789",
1757
  "ENSG00000147862",
1758
- "ENSG00000147872",
1759
  "ENSG00000147883",
1760
  "ENSG00000148053",
1761
  "ENSG00000148143",
@@ -1772,7 +1711,6 @@
1772
  "ENSG00000148426",
1773
  "ENSG00000148468",
1774
  "ENSG00000148484",
1775
- "ENSG00000148498",
1776
  "ENSG00000148572",
1777
  "ENSG00000148680",
1778
  "ENSG00000148773",
@@ -1782,12 +1720,10 @@
1782
  "ENSG00000149131",
1783
  "ENSG00000149218",
1784
  "ENSG00000149243",
1785
- "ENSG00000149256",
1786
  "ENSG00000149260",
1787
  "ENSG00000149273",
1788
  "ENSG00000149294",
1789
  "ENSG00000149403",
1790
- "ENSG00000149474",
1791
  "ENSG00000149516",
1792
  "ENSG00000149534",
1793
  "ENSG00000149557",
@@ -1795,20 +1731,18 @@
1795
  "ENSG00000149573",
1796
  "ENSG00000149577",
1797
  "ENSG00000149582",
 
1798
  "ENSG00000149781",
1799
  "ENSG00000149782",
1800
  "ENSG00000149792",
1801
  "ENSG00000149922",
1802
- "ENSG00000149970",
1803
  "ENSG00000150045",
1804
  "ENSG00000150275",
1805
  "ENSG00000150281",
1806
- "ENSG00000150433",
1807
  "ENSG00000150636",
1808
  "ENSG00000150687",
1809
  "ENSG00000150760",
1810
  "ENSG00000150867",
1811
- "ENSG00000151012",
1812
  "ENSG00000151023",
1813
  "ENSG00000151062",
1814
  "ENSG00000151164",
@@ -1818,10 +1752,10 @@
1818
  "ENSG00000151320",
1819
  "ENSG00000151332",
1820
  "ENSG00000151338",
 
1821
  "ENSG00000151468",
1822
- "ENSG00000151474",
1823
  "ENSG00000151490",
1824
- "ENSG00000151532",
1825
  "ENSG00000151553",
1826
  "ENSG00000151611",
1827
  "ENSG00000151650",
@@ -1829,9 +1763,7 @@
1829
  "ENSG00000151718",
1830
  "ENSG00000151746",
1831
  "ENSG00000151773",
1832
- "ENSG00000151778",
1833
  "ENSG00000151835",
1834
- "ENSG00000151881",
1835
  "ENSG00000151914",
1836
  "ENSG00000151929",
1837
  "ENSG00000152104",
@@ -1843,7 +1775,6 @@
1843
  "ENSG00000152284",
1844
  "ENSG00000152377",
1845
  "ENSG00000152382",
1846
- "ENSG00000152402",
1847
  "ENSG00000152413",
1848
  "ENSG00000152433",
1849
  "ENSG00000152454",
@@ -1856,6 +1787,7 @@
1856
  "ENSG00000152580",
1857
  "ENSG00000152582",
1858
  "ENSG00000152583",
 
1859
  "ENSG00000152763",
1860
  "ENSG00000152778",
1861
  "ENSG00000152782",
@@ -1875,11 +1807,12 @@
1875
  "ENSG00000153253",
1876
  "ENSG00000153283",
1877
  "ENSG00000153291",
1878
- "ENSG00000153395",
1879
  "ENSG00000153531",
1880
  "ENSG00000153558",
1881
  "ENSG00000153563",
 
1882
  "ENSG00000153786",
 
1883
  "ENSG00000153832",
1884
  "ENSG00000153896",
1885
  "ENSG00000153898",
@@ -1887,8 +1820,8 @@
1887
  "ENSG00000153930",
1888
  "ENSG00000153933",
1889
  "ENSG00000154027",
 
1890
  "ENSG00000154099",
1891
- "ENSG00000154122",
1892
  "ENSG00000154133",
1893
  "ENSG00000154165",
1894
  "ENSG00000154175",
@@ -1928,13 +1861,10 @@
1928
  "ENSG00000155530",
1929
  "ENSG00000155542",
1930
  "ENSG00000155592",
1931
- "ENSG00000155629",
1932
  "ENSG00000155636",
1933
- "ENSG00000155657",
1934
  "ENSG00000155719",
1935
  "ENSG00000155754",
1936
  "ENSG00000155761",
1937
- "ENSG00000155827",
1938
  "ENSG00000155858",
1939
  "ENSG00000155926",
1940
  "ENSG00000155961",
@@ -1946,6 +1876,7 @@
1946
  "ENSG00000156172",
1947
  "ENSG00000156206",
1948
  "ENSG00000156218",
 
1949
  "ENSG00000156345",
1950
  "ENSG00000156374",
1951
  "ENSG00000156381",
@@ -1960,12 +1891,12 @@
1960
  "ENSG00000156858",
1961
  "ENSG00000156958",
1962
  "ENSG00000156983",
1963
- "ENSG00000157014",
1964
  "ENSG00000157017",
1965
  "ENSG00000157077",
1966
  "ENSG00000157110",
1967
  "ENSG00000157150",
1968
  "ENSG00000157152",
 
1969
  "ENSG00000157227",
1970
  "ENSG00000157240",
1971
  "ENSG00000157343",
@@ -2002,11 +1933,11 @@
2002
  "ENSG00000158270",
2003
  "ENSG00000158292",
2004
  "ENSG00000158352",
 
2005
  "ENSG00000158435",
2006
  "ENSG00000158457",
2007
  "ENSG00000158473",
2008
  "ENSG00000158481",
2009
- "ENSG00000158486",
2010
  "ENSG00000158528",
2011
  "ENSG00000158555",
2012
  "ENSG00000158560",
@@ -2020,14 +1951,11 @@
2020
  "ENSG00000158813",
2021
  "ENSG00000158856",
2022
  "ENSG00000158863",
2023
- "ENSG00000158987",
2024
  "ENSG00000159082",
2025
  "ENSG00000159164",
2026
  "ENSG00000159189",
2027
  "ENSG00000159214",
2028
- "ENSG00000159231",
2029
  "ENSG00000159261",
2030
- "ENSG00000159314",
2031
  "ENSG00000159348",
2032
  "ENSG00000159388",
2033
  "ENSG00000159403",
@@ -2035,7 +1963,6 @@
2035
  "ENSG00000159674",
2036
  "ENSG00000159714",
2037
  "ENSG00000159761",
2038
- "ENSG00000159788",
2039
  "ENSG00000159882",
2040
  "ENSG00000159885",
2041
  "ENSG00000159905",
@@ -2046,8 +1973,8 @@
2046
  "ENSG00000160185",
2047
  "ENSG00000160188",
2048
  "ENSG00000160191",
 
2049
  "ENSG00000160219",
2050
- "ENSG00000160255",
2051
  "ENSG00000160305",
2052
  "ENSG00000160307",
2053
  "ENSG00000160321",
@@ -2059,14 +1986,13 @@
2059
  "ENSG00000160588",
2060
  "ENSG00000160593",
2061
  "ENSG00000160602",
2062
- "ENSG00000160606",
2063
  "ENSG00000160654",
2064
- "ENSG00000160683",
2065
  "ENSG00000160781",
2066
  "ENSG00000160791",
2067
  "ENSG00000160803",
2068
  "ENSG00000160856",
2069
  "ENSG00000160883",
 
2070
  "ENSG00000160993",
2071
  "ENSG00000161011",
2072
  "ENSG00000161016",
@@ -2081,6 +2007,7 @@
2081
  "ENSG00000161395",
2082
  "ENSG00000161544",
2083
  "ENSG00000161551",
 
2084
  "ENSG00000161647",
2085
  "ENSG00000161664",
2086
  "ENSG00000161681",
@@ -2095,6 +2022,8 @@
2095
  "ENSG00000161960",
2096
  "ENSG00000162004",
2097
  "ENSG00000162078",
 
 
2098
  "ENSG00000162366",
2099
  "ENSG00000162390",
2100
  "ENSG00000162396",
@@ -2116,9 +2045,7 @@
2116
  "ENSG00000162645",
2117
  "ENSG00000162650",
2118
  "ENSG00000162654",
2119
- "ENSG00000162669",
2120
  "ENSG00000162676",
2121
- "ENSG00000162687",
2122
  "ENSG00000162692",
2123
  "ENSG00000162722",
2124
  "ENSG00000162733",
@@ -2130,14 +2057,12 @@
2130
  "ENSG00000162804",
2131
  "ENSG00000162814",
2132
  "ENSG00000162817",
2133
- "ENSG00000162825",
2134
  "ENSG00000162849",
2135
- "ENSG00000162881",
2136
  "ENSG00000162882",
2137
  "ENSG00000162929",
2138
  "ENSG00000162944",
 
2139
  "ENSG00000163013",
2140
- "ENSG00000163026",
2141
  "ENSG00000163053",
2142
  "ENSG00000163069",
2143
  "ENSG00000163082",
@@ -2145,23 +2070,21 @@
2145
  "ENSG00000163106",
2146
  "ENSG00000163132",
2147
  "ENSG00000163141",
 
2148
  "ENSG00000163157",
2149
  "ENSG00000163161",
2150
  "ENSG00000163235",
2151
  "ENSG00000163251",
2152
  "ENSG00000163291",
2153
  "ENSG00000163354",
2154
- "ENSG00000163359",
2155
  "ENSG00000163378",
2156
  "ENSG00000163380",
2157
- "ENSG00000163412",
2158
  "ENSG00000163421",
2159
  "ENSG00000163430",
2160
  "ENSG00000163449",
2161
  "ENSG00000163462",
2162
  "ENSG00000163464",
2163
  "ENSG00000163472",
2164
- "ENSG00000163491",
2165
  "ENSG00000163508",
2166
  "ENSG00000163516",
2167
  "ENSG00000163517",
@@ -2170,7 +2093,6 @@
2170
  "ENSG00000163521",
2171
  "ENSG00000163531",
2172
  "ENSG00000163534",
2173
- "ENSG00000163536",
2174
  "ENSG00000163545",
2175
  "ENSG00000163554",
2176
  "ENSG00000163564",
@@ -2188,7 +2110,6 @@
2188
  "ENSG00000163683",
2189
  "ENSG00000163689",
2190
  "ENSG00000163702",
2191
- "ENSG00000163703",
2192
  "ENSG00000163704",
2193
  "ENSG00000163734",
2194
  "ENSG00000163739",
@@ -2201,23 +2122,18 @@
2201
  "ENSG00000163827",
2202
  "ENSG00000163930",
2203
  "ENSG00000163935",
2204
- "ENSG00000163995",
2205
  "ENSG00000164032",
2206
  "ENSG00000164035",
2207
  "ENSG00000164037",
2208
- "ENSG00000164048",
2209
  "ENSG00000164053",
2210
- "ENSG00000164056",
2211
  "ENSG00000164066",
2212
- "ENSG00000164068",
2213
  "ENSG00000164070",
2214
- "ENSG00000164077",
2215
- "ENSG00000164086",
2216
  "ENSG00000164100",
2217
  "ENSG00000164104",
2218
  "ENSG00000164114",
2219
  "ENSG00000164116",
2220
  "ENSG00000164120",
 
2221
  "ENSG00000164125",
2222
  "ENSG00000164136",
2223
  "ENSG00000164142",
@@ -2255,6 +2171,7 @@
2255
  "ENSG00000164587",
2256
  "ENSG00000164591",
2257
  "ENSG00000164611",
 
2258
  "ENSG00000164627",
2259
  "ENSG00000164631",
2260
  "ENSG00000164659",
@@ -2262,18 +2179,15 @@
2262
  "ENSG00000164684",
2263
  "ENSG00000164695",
2264
  "ENSG00000164741",
2265
- "ENSG00000164751",
2266
- "ENSG00000164823",
2267
- "ENSG00000164828",
2268
  "ENSG00000164850",
2269
  "ENSG00000164867",
2270
  "ENSG00000164879",
2271
  "ENSG00000164904",
2272
  "ENSG00000164929",
2273
  "ENSG00000164930",
2274
- "ENSG00000164946",
2275
  "ENSG00000164951",
2276
  "ENSG00000164953",
 
2277
  "ENSG00000164983",
2278
  "ENSG00000165029",
2279
  "ENSG00000165071",
@@ -2283,6 +2197,7 @@
2283
  "ENSG00000165169",
2284
  "ENSG00000165171",
2285
  "ENSG00000165182",
 
2286
  "ENSG00000165259",
2287
  "ENSG00000165300",
2288
  "ENSG00000165323",
@@ -2310,6 +2225,7 @@
2310
  "ENSG00000165730",
2311
  "ENSG00000165795",
2312
  "ENSG00000165801",
 
2313
  "ENSG00000165832",
2314
  "ENSG00000165868",
2315
  "ENSG00000165891",
@@ -2328,9 +2244,7 @@
2328
  "ENSG00000166123",
2329
  "ENSG00000166126",
2330
  "ENSG00000166140",
2331
- "ENSG00000166145",
2332
  "ENSG00000166153",
2333
- "ENSG00000166169",
2334
  "ENSG00000166188",
2335
  "ENSG00000166189",
2336
  "ENSG00000166192",
@@ -2341,28 +2255,27 @@
2341
  "ENSG00000166313",
2342
  "ENSG00000166321",
2343
  "ENSG00000166323",
2344
- "ENSG00000166326",
2345
  "ENSG00000166341",
2346
  "ENSG00000166342",
2347
  "ENSG00000166343",
2348
- "ENSG00000166359",
2349
  "ENSG00000166387",
2350
  "ENSG00000166428",
2351
  "ENSG00000166444",
2352
- "ENSG00000166477",
 
2353
  "ENSG00000166483",
 
2354
  "ENSG00000166510",
2355
  "ENSG00000166526",
2356
- "ENSG00000166546",
2357
  "ENSG00000166562",
2358
  "ENSG00000166575",
2359
  "ENSG00000166598",
2360
  "ENSG00000166619",
 
2361
  "ENSG00000166707",
2362
  "ENSG00000166710",
2363
  "ENSG00000166716",
2364
  "ENSG00000166741",
2365
- "ENSG00000166743",
2366
  "ENSG00000166750",
2367
  "ENSG00000166770",
2368
  "ENSG00000166793",
@@ -2375,21 +2288,19 @@
2375
  "ENSG00000166886",
2376
  "ENSG00000166887",
2377
  "ENSG00000166912",
2378
- "ENSG00000166927",
2379
  "ENSG00000166928",
2380
  "ENSG00000166947",
2381
  "ENSG00000166963",
2382
  "ENSG00000167034",
2383
  "ENSG00000167037",
2384
- "ENSG00000167074",
2385
  "ENSG00000167094",
2386
  "ENSG00000167103",
2387
- "ENSG00000167105",
2388
  "ENSG00000167106",
2389
  "ENSG00000167107",
2390
  "ENSG00000167216",
2391
  "ENSG00000167232",
2392
  "ENSG00000167264",
 
2393
  "ENSG00000167291",
2394
  "ENSG00000167306",
2395
  "ENSG00000167333",
@@ -2401,10 +2312,8 @@
2401
  "ENSG00000167526",
2402
  "ENSG00000167535",
2403
  "ENSG00000167550",
2404
- "ENSG00000167554",
2405
  "ENSG00000167555",
2406
  "ENSG00000167562",
2407
- "ENSG00000167578",
2408
  "ENSG00000167600",
2409
  "ENSG00000167604",
2410
  "ENSG00000167608",
@@ -2426,9 +2335,9 @@
2426
  "ENSG00000167850",
2427
  "ENSG00000167851",
2428
  "ENSG00000167900",
 
2429
  "ENSG00000167967",
2430
  "ENSG00000167981",
2431
- "ENSG00000167984",
2432
  "ENSG00000167994",
2433
  "ENSG00000167996",
2434
  "ENSG00000168003",
@@ -2445,7 +2354,6 @@
2445
  "ENSG00000168350",
2446
  "ENSG00000168389",
2447
  "ENSG00000168404",
2448
- "ENSG00000168454",
2449
  "ENSG00000168477",
2450
  "ENSG00000168487",
2451
  "ENSG00000168496",
@@ -2457,13 +2365,10 @@
2457
  "ENSG00000168685",
2458
  "ENSG00000168754",
2459
  "ENSG00000168758",
2460
- "ENSG00000168765",
2461
  "ENSG00000168778",
2462
  "ENSG00000168781",
2463
  "ENSG00000168792",
2464
- "ENSG00000168795",
2465
  "ENSG00000168806",
2466
- "ENSG00000168807",
2467
  "ENSG00000168824",
2468
  "ENSG00000168826",
2469
  "ENSG00000168827",
@@ -2472,10 +2377,8 @@
2472
  "ENSG00000168959",
2473
  "ENSG00000168994",
2474
  "ENSG00000168995",
2475
- "ENSG00000169031",
2476
  "ENSG00000169045",
2477
  "ENSG00000169071",
2478
- "ENSG00000169105",
2479
  "ENSG00000169122",
2480
  "ENSG00000169129",
2481
  "ENSG00000169131",
@@ -2494,13 +2397,11 @@
2494
  "ENSG00000169439",
2495
  "ENSG00000169507",
2496
  "ENSG00000169508",
2497
- "ENSG00000169583",
2498
  "ENSG00000169598",
2499
  "ENSG00000169604",
2500
  "ENSG00000169607",
2501
  "ENSG00000169683",
2502
  "ENSG00000169704",
2503
- "ENSG00000169752",
2504
  "ENSG00000169760",
2505
  "ENSG00000169855",
2506
  "ENSG00000169877",
@@ -2516,7 +2417,6 @@
2516
  "ENSG00000170145",
2517
  "ENSG00000170153",
2518
  "ENSG00000170180",
2519
- "ENSG00000170190",
2520
  "ENSG00000170260",
2521
  "ENSG00000170264",
2522
  "ENSG00000170266",
@@ -2524,18 +2424,19 @@
2524
  "ENSG00000170289",
2525
  "ENSG00000170312",
2526
  "ENSG00000170315",
2527
- "ENSG00000170323",
2528
  "ENSG00000170345",
2529
  "ENSG00000170379",
2530
  "ENSG00000170382",
2531
  "ENSG00000170412",
2532
  "ENSG00000170417",
 
2533
  "ENSG00000170458",
2534
  "ENSG00000170464",
2535
  "ENSG00000170476",
2536
  "ENSG00000170486",
2537
  "ENSG00000170509",
2538
  "ENSG00000170522",
 
2539
  "ENSG00000170540",
2540
  "ENSG00000170558",
2541
  "ENSG00000170615",
@@ -2547,7 +2448,6 @@
2547
  "ENSG00000170899",
2548
  "ENSG00000170903",
2549
  "ENSG00000170915",
2550
- "ENSG00000170954",
2551
  "ENSG00000170955",
2552
  "ENSG00000170959",
2553
  "ENSG00000170962",
@@ -2560,15 +2460,14 @@
2560
  "ENSG00000171163",
2561
  "ENSG00000171169",
2562
  "ENSG00000171189",
 
2563
  "ENSG00000171219",
2564
  "ENSG00000171223",
2565
  "ENSG00000171224",
2566
  "ENSG00000171401",
2567
- "ENSG00000171433",
2568
  "ENSG00000171444",
2569
  "ENSG00000171451",
2570
  "ENSG00000171476",
2571
- "ENSG00000171488",
2572
  "ENSG00000171492",
2573
  "ENSG00000171502",
2574
  "ENSG00000171509",
@@ -2576,18 +2475,14 @@
2576
  "ENSG00000171595",
2577
  "ENSG00000171596",
2578
  "ENSG00000171617",
2579
- "ENSG00000171631",
2580
- "ENSG00000171657",
2581
  "ENSG00000171659",
2582
- "ENSG00000171714",
2583
  "ENSG00000171729",
2584
  "ENSG00000171766",
2585
  "ENSG00000171806",
2586
  "ENSG00000171817",
2587
  "ENSG00000171827",
2588
  "ENSG00000171848",
2589
- "ENSG00000171860",
2590
- "ENSG00000171867",
2591
  "ENSG00000171877",
2592
  "ENSG00000171962",
2593
  "ENSG00000171970",
@@ -2600,19 +2495,16 @@
2600
  "ENSG00000172215",
2601
  "ENSG00000172236",
2602
  "ENSG00000172273",
2603
- "ENSG00000172296",
2604
  "ENSG00000172331",
2605
  "ENSG00000172349",
2606
  "ENSG00000172361",
2607
  "ENSG00000172375",
2608
- "ENSG00000172380",
2609
- "ENSG00000172409",
2610
  "ENSG00000172476",
2611
  "ENSG00000172575",
2612
  "ENSG00000172594",
2613
  "ENSG00000172602",
2614
  "ENSG00000172638",
2615
- "ENSG00000172716",
2616
  "ENSG00000172731",
2617
  "ENSG00000172732",
2618
  "ENSG00000172738",
@@ -2621,12 +2513,11 @@
2621
  "ENSG00000172780",
2622
  "ENSG00000172794",
2623
  "ENSG00000172819",
 
2624
  "ENSG00000172840",
2625
  "ENSG00000172878",
2626
  "ENSG00000172893",
2627
  "ENSG00000172915",
2628
- "ENSG00000172936",
2629
- "ENSG00000172986",
2630
  "ENSG00000173040",
2631
  "ENSG00000173068",
2632
  "ENSG00000173083",
@@ -2644,7 +2535,6 @@
2644
  "ENSG00000173531",
2645
  "ENSG00000173545",
2646
  "ENSG00000173548",
2647
- "ENSG00000173567",
2648
  "ENSG00000173599",
2649
  "ENSG00000173614",
2650
  "ENSG00000173681",
@@ -2660,13 +2550,12 @@
2660
  "ENSG00000173988",
2661
  "ENSG00000174013",
2662
  "ENSG00000174032",
2663
- "ENSG00000174080",
2664
  "ENSG00000174123",
2665
  "ENSG00000174125",
2666
  "ENSG00000174137",
2667
  "ENSG00000174151",
 
2668
  "ENSG00000174175",
2669
- "ENSG00000174282",
2670
  "ENSG00000174292",
2671
  "ENSG00000174327",
2672
  "ENSG00000174405",
@@ -2691,22 +2580,20 @@
2691
  "ENSG00000174799",
2692
  "ENSG00000174827",
2693
  "ENSG00000174837",
2694
- "ENSG00000174885",
2695
  "ENSG00000174898",
2696
  "ENSG00000174944",
2697
  "ENSG00000174951",
2698
- "ENSG00000174996",
2699
  "ENSG00000175063",
2700
  "ENSG00000175084",
2701
  "ENSG00000175106",
2702
  "ENSG00000175137",
2703
  "ENSG00000175182",
 
2704
  "ENSG00000175274",
2705
  "ENSG00000175283",
2706
  "ENSG00000175287",
2707
  "ENSG00000175294",
2708
  "ENSG00000175322",
2709
- "ENSG00000175344",
2710
  "ENSG00000175356",
2711
  "ENSG00000175414",
2712
  "ENSG00000175445",
@@ -2718,7 +2605,6 @@
2718
  "ENSG00000175691",
2719
  "ENSG00000175787",
2720
  "ENSG00000175906",
2721
- "ENSG00000175928",
2722
  "ENSG00000175984",
2723
  "ENSG00000176018",
2724
  "ENSG00000176024",
@@ -2737,6 +2623,7 @@
2737
  "ENSG00000176571",
2738
  "ENSG00000176624",
2739
  "ENSG00000176658",
 
2740
  "ENSG00000176714",
2741
  "ENSG00000176749",
2742
  "ENSG00000176896",
@@ -2746,12 +2633,9 @@
2746
  "ENSG00000176994",
2747
  "ENSG00000177000",
2748
  "ENSG00000177025",
2749
- "ENSG00000177119",
2750
  "ENSG00000177169",
2751
  "ENSG00000177191",
2752
- "ENSG00000177239",
2753
  "ENSG00000177301",
2754
- "ENSG00000177352",
2755
  "ENSG00000177406",
2756
  "ENSG00000177427",
2757
  "ENSG00000177432",
@@ -2774,31 +2658,25 @@
2774
  "ENSG00000177888",
2775
  "ENSG00000177917",
2776
  "ENSG00000177932",
2777
- "ENSG00000177943",
2778
  "ENSG00000177954",
2779
  "ENSG00000177963",
2780
  "ENSG00000178026",
2781
- "ENSG00000178053",
2782
- "ENSG00000178078",
2783
  "ENSG00000178093",
2784
  "ENSG00000178150",
2785
  "ENSG00000178184",
2786
  "ENSG00000178209",
2787
  "ENSG00000178222",
2788
- "ENSG00000178226",
2789
  "ENSG00000178229",
2790
  "ENSG00000178295",
2791
  "ENSG00000178301",
2792
- "ENSG00000178385",
2793
  "ENSG00000178386",
2794
  "ENSG00000178404",
2795
  "ENSG00000178445",
2796
  "ENSG00000178460",
2797
- "ENSG00000178467",
2798
- "ENSG00000178498",
2799
  "ENSG00000178538",
2800
  "ENSG00000178562",
2801
  "ENSG00000178662",
 
2802
  "ENSG00000178700",
2803
  "ENSG00000178726",
2804
  "ENSG00000178789",
@@ -2806,21 +2684,21 @@
2806
  "ENSG00000178809",
2807
  "ENSG00000178814",
2808
  "ENSG00000178860",
 
2809
  "ENSG00000178999",
 
2810
  "ENSG00000179057",
2811
  "ENSG00000179083",
2812
  "ENSG00000179088",
2813
  "ENSG00000179163",
2814
  "ENSG00000179335",
2815
  "ENSG00000179348",
2816
- "ENSG00000179399",
2817
  "ENSG00000179454",
2818
- "ENSG00000179523",
2819
  "ENSG00000179542",
2820
  "ENSG00000179562",
2821
  "ENSG00000179583",
2822
  "ENSG00000179593",
2823
- "ENSG00000179603",
2824
  "ENSG00000179604",
2825
  "ENSG00000179627",
2826
  "ENSG00000179630",
@@ -2830,8 +2708,8 @@
2830
  "ENSG00000179841",
2831
  "ENSG00000179859",
2832
  "ENSG00000179909",
2833
- "ENSG00000179918",
2834
  "ENSG00000179941",
 
2835
  "ENSG00000180035",
2836
  "ENSG00000180044",
2837
  "ENSG00000180061",
@@ -2840,7 +2718,6 @@
2840
  "ENSG00000180340",
2841
  "ENSG00000180346",
2842
  "ENSG00000180479",
2843
- "ENSG00000180481",
2844
  "ENSG00000180530",
2845
  "ENSG00000180537",
2846
  "ENSG00000180549",
@@ -2859,7 +2736,6 @@
2859
  "ENSG00000180884",
2860
  "ENSG00000180921",
2861
  "ENSG00000180938",
2862
- "ENSG00000180998",
2863
  "ENSG00000181004",
2864
  "ENSG00000181007",
2865
  "ENSG00000181019",
@@ -2876,37 +2752,35 @@
2876
  "ENSG00000181322",
2877
  "ENSG00000181472",
2878
  "ENSG00000181523",
 
2879
  "ENSG00000181649",
2880
  "ENSG00000181652",
2881
  "ENSG00000181690",
2882
  "ENSG00000181744",
2883
  "ENSG00000181754",
2884
- "ENSG00000181800",
2885
  "ENSG00000181830",
2886
  "ENSG00000181847",
2887
  "ENSG00000181856",
2888
  "ENSG00000181873",
2889
  "ENSG00000181896",
2890
  "ENSG00000181915",
2891
- "ENSG00000181982",
2892
  "ENSG00000182057",
2893
  "ENSG00000182108",
2894
  "ENSG00000182141",
2895
  "ENSG00000182149",
2896
  "ENSG00000182173",
2897
  "ENSG00000182175",
2898
- "ENSG00000182179",
2899
  "ENSG00000182253",
2900
  "ENSG00000182263",
2901
  "ENSG00000182318",
2902
  "ENSG00000182324",
2903
  "ENSG00000182326",
 
2904
  "ENSG00000182463",
2905
  "ENSG00000182481",
2906
  "ENSG00000182534",
2907
  "ENSG00000182544",
2908
  "ENSG00000182578",
2909
- "ENSG00000182600",
2910
  "ENSG00000182636",
2911
  "ENSG00000182685",
2912
  "ENSG00000182700",
@@ -2915,13 +2789,13 @@
2915
  "ENSG00000182809",
2916
  "ENSG00000182810",
2917
  "ENSG00000182866",
2918
- "ENSG00000182993",
 
2919
  "ENSG00000183044",
2920
  "ENSG00000183060",
2921
- "ENSG00000183090",
2922
  "ENSG00000183091",
2923
- "ENSG00000183092",
2924
  "ENSG00000183150",
 
2925
  "ENSG00000183166",
2926
  "ENSG00000183307",
2927
  "ENSG00000183309",
@@ -2938,7 +2812,6 @@
2938
  "ENSG00000183779",
2939
  "ENSG00000183784",
2940
  "ENSG00000183813",
2941
- "ENSG00000183856",
2942
  "ENSG00000183914",
2943
  "ENSG00000183918",
2944
  "ENSG00000183977",
@@ -2947,15 +2820,14 @@
2947
  "ENSG00000184185",
2948
  "ENSG00000184194",
2949
  "ENSG00000184205",
2950
- "ENSG00000184221",
2951
  "ENSG00000184226",
2952
- "ENSG00000184261",
2953
  "ENSG00000184271",
2954
  "ENSG00000184281",
2955
  "ENSG00000184307",
2956
  "ENSG00000184349",
2957
  "ENSG00000184361",
2958
  "ENSG00000184368",
 
2959
  "ENSG00000184470",
2960
  "ENSG00000184497",
2961
  "ENSG00000184500",
@@ -2964,7 +2836,6 @@
2964
  "ENSG00000184602",
2965
  "ENSG00000184613",
2966
  "ENSG00000184675",
2967
- "ENSG00000184678",
2968
  "ENSG00000184786",
2969
  "ENSG00000184860",
2970
  "ENSG00000184867",
@@ -2972,6 +2843,7 @@
2972
  "ENSG00000184949",
2973
  "ENSG00000184979",
2974
  "ENSG00000184986",
 
2975
  "ENSG00000185033",
2976
  "ENSG00000185053",
2977
  "ENSG00000185055",
@@ -2980,6 +2852,7 @@
2980
  "ENSG00000185100",
2981
  "ENSG00000185101",
2982
  "ENSG00000185112",
 
2983
  "ENSG00000185155",
2984
  "ENSG00000185220",
2985
  "ENSG00000185245",
@@ -2987,24 +2860,21 @@
2987
  "ENSG00000185250",
2988
  "ENSG00000185272",
2989
  "ENSG00000185274",
2990
- "ENSG00000185278",
2991
  "ENSG00000185324",
2992
  "ENSG00000185339",
2993
  "ENSG00000185347",
2994
  "ENSG00000185386",
2995
- "ENSG00000185436",
2996
  "ENSG00000185513",
2997
  "ENSG00000185515",
2998
  "ENSG00000185527",
2999
  "ENSG00000185561",
3000
  "ENSG00000185585",
 
3001
  "ENSG00000185621",
3002
  "ENSG00000185658",
3003
  "ENSG00000185674",
3004
- "ENSG00000185730",
3005
  "ENSG00000185745",
3006
  "ENSG00000185800",
3007
- "ENSG00000185813",
3008
  "ENSG00000185880",
3009
  "ENSG00000185900",
3010
  "ENSG00000185909",
@@ -3020,6 +2890,7 @@
3020
  "ENSG00000186088",
3021
  "ENSG00000186105",
3022
  "ENSG00000186193",
 
3023
  "ENSG00000186272",
3024
  "ENSG00000186281",
3025
  "ENSG00000186300",
@@ -3039,7 +2910,6 @@
3039
  "ENSG00000186567",
3040
  "ENSG00000186594",
3041
  "ENSG00000186628",
3042
- "ENSG00000186638",
3043
  "ENSG00000186687",
3044
  "ENSG00000186792",
3045
  "ENSG00000186810",
@@ -3052,10 +2922,8 @@
3052
  "ENSG00000186994",
3053
  "ENSG00000187010",
3054
  "ENSG00000187017",
3055
- "ENSG00000187068",
3056
  "ENSG00000187079",
3057
  "ENSG00000187091",
3058
- "ENSG00000187105",
3059
  "ENSG00000187122",
3060
  "ENSG00000187164",
3061
  "ENSG00000187187",
@@ -3063,15 +2931,14 @@
3063
  "ENSG00000187240",
3064
  "ENSG00000187244",
3065
  "ENSG00000187323",
 
3066
  "ENSG00000187474",
3067
  "ENSG00000187479",
3068
- "ENSG00000187498",
3069
  "ENSG00000187510",
3070
  "ENSG00000187513",
3071
  "ENSG00000187514",
3072
  "ENSG00000187535",
3073
  "ENSG00000187554",
3074
- "ENSG00000187556",
3075
  "ENSG00000187583",
3076
  "ENSG00000187626",
3077
  "ENSG00000187650",
@@ -3083,6 +2950,7 @@
3083
  "ENSG00000187790",
3084
  "ENSG00000187800",
3085
  "ENSG00000187801",
 
3086
  "ENSG00000187815",
3087
  "ENSG00000187860",
3088
  "ENSG00000187862",
@@ -3096,10 +2964,7 @@
3096
  "ENSG00000187987",
3097
  "ENSG00000187997",
3098
  "ENSG00000188042",
3099
- "ENSG00000188070",
3100
- "ENSG00000188167",
3101
  "ENSG00000188185",
3102
- "ENSG00000188211",
3103
  "ENSG00000188215",
3104
  "ENSG00000188229",
3105
  "ENSG00000188266",
@@ -3119,10 +2984,10 @@
3119
  "ENSG00000188761",
3120
  "ENSG00000188785",
3121
  "ENSG00000188822",
3122
- "ENSG00000188848",
3123
  "ENSG00000188868",
3124
  "ENSG00000188869",
3125
  "ENSG00000188878",
 
3126
  "ENSG00000188916",
3127
  "ENSG00000188917",
3128
  "ENSG00000188997",
@@ -3151,7 +3016,7 @@
3151
  "ENSG00000196092",
3152
  "ENSG00000196104",
3153
  "ENSG00000196110",
3154
- "ENSG00000196126",
3155
  "ENSG00000196139",
3156
  "ENSG00000196152",
3157
  "ENSG00000196155",
@@ -3169,9 +3034,10 @@
3169
  "ENSG00000196290",
3170
  "ENSG00000196296",
3171
  "ENSG00000196357",
 
3172
  "ENSG00000196376",
3173
  "ENSG00000196378",
3174
- "ENSG00000196391",
3175
  "ENSG00000196415",
3176
  "ENSG00000196422",
3177
  "ENSG00000196428",
@@ -3181,7 +3047,6 @@
3181
  "ENSG00000196458",
3182
  "ENSG00000196460",
3183
  "ENSG00000196466",
3184
- "ENSG00000196502",
3185
  "ENSG00000196503",
3186
  "ENSG00000196517",
3187
  "ENSG00000196550",
@@ -3189,13 +3054,13 @@
3189
  "ENSG00000196646",
3190
  "ENSG00000196652",
3191
  "ENSG00000196653",
 
3192
  "ENSG00000196664",
3193
  "ENSG00000196689",
3194
  "ENSG00000196700",
3195
  "ENSG00000196724",
3196
  "ENSG00000196741",
3197
  "ENSG00000196757",
3198
- "ENSG00000196793",
3199
  "ENSG00000196810",
3200
  "ENSG00000196812",
3201
  "ENSG00000196814",
@@ -3210,11 +3075,11 @@
3210
  "ENSG00000197008",
3211
  "ENSG00000197013",
3212
  "ENSG00000197016",
 
3213
  "ENSG00000197044",
3214
  "ENSG00000197050",
3215
  "ENSG00000197054",
3216
  "ENSG00000197056",
3217
- "ENSG00000197057",
3218
  "ENSG00000197061",
3219
  "ENSG00000197062",
3220
  "ENSG00000197099",
@@ -3238,6 +3103,7 @@
3238
  "ENSG00000197497",
3239
  "ENSG00000197506",
3240
  "ENSG00000197520",
 
3241
  "ENSG00000197561",
3242
  "ENSG00000197562",
3243
  "ENSG00000197566",
@@ -3245,7 +3111,6 @@
3245
  "ENSG00000197580",
3246
  "ENSG00000197594",
3247
  "ENSG00000197599",
3248
- "ENSG00000197608",
3249
  "ENSG00000197619",
3250
  "ENSG00000197629",
3251
  "ENSG00000197635",
@@ -3254,7 +3119,7 @@
3254
  "ENSG00000197713",
3255
  "ENSG00000197714",
3256
  "ENSG00000197748",
3257
- "ENSG00000197779",
3258
  "ENSG00000197816",
3259
  "ENSG00000197837",
3260
  "ENSG00000197841",
@@ -3263,18 +3128,18 @@
3263
  "ENSG00000197879",
3264
  "ENSG00000197888",
3265
  "ENSG00000197892",
 
3266
  "ENSG00000197933",
3267
  "ENSG00000197937",
3268
  "ENSG00000197948",
3269
  "ENSG00000197951",
3270
- "ENSG00000197978",
3271
  "ENSG00000197992",
3272
- "ENSG00000198003",
3273
  "ENSG00000198040",
3274
  "ENSG00000198060",
3275
  "ENSG00000198075",
3276
  "ENSG00000198088",
3277
  "ENSG00000198089",
 
3278
  "ENSG00000198108",
3279
  "ENSG00000198131",
3280
  "ENSG00000198133",
@@ -3291,7 +3156,6 @@
3291
  "ENSG00000198453",
3292
  "ENSG00000198483",
3293
  "ENSG00000198515",
3294
- "ENSG00000198523",
3295
  "ENSG00000198542",
3296
  "ENSG00000198551",
3297
  "ENSG00000198554",
@@ -3301,9 +3165,7 @@
3301
  "ENSG00000198682",
3302
  "ENSG00000198689",
3303
  "ENSG00000198690",
3304
- "ENSG00000198692",
3305
  "ENSG00000198712",
3306
- "ENSG00000198722",
3307
  "ENSG00000198727",
3308
  "ENSG00000198746",
3309
  "ENSG00000198752",
@@ -3323,7 +3185,6 @@
3323
  "ENSG00000198885",
3324
  "ENSG00000198886",
3325
  "ENSG00000198888",
3326
- "ENSG00000198898",
3327
  "ENSG00000198899",
3328
  "ENSG00000198917",
3329
  "ENSG00000198919",
@@ -3336,12 +3197,12 @@
3336
  "ENSG00000198948",
3337
  "ENSG00000198954",
3338
  "ENSG00000198959",
3339
- "ENSG00000198963",
3340
  "ENSG00000203326",
3341
  "ENSG00000203356",
3342
  "ENSG00000203724",
3343
  "ENSG00000203734",
3344
  "ENSG00000203747",
 
3345
  "ENSG00000203797",
3346
  "ENSG00000203805",
3347
  "ENSG00000203867",
@@ -3350,12 +3211,10 @@
3350
  "ENSG00000203963",
3351
  "ENSG00000203965",
3352
  "ENSG00000203993",
3353
- "ENSG00000203995",
3354
  "ENSG00000204070",
3355
  "ENSG00000204086",
3356
  "ENSG00000204103",
3357
  "ENSG00000204116",
3358
- "ENSG00000204131",
3359
  "ENSG00000204147",
3360
  "ENSG00000204161",
3361
  "ENSG00000204186",
@@ -3366,6 +3225,7 @@
3366
  "ENSG00000204277",
3367
  "ENSG00000204287",
3368
  "ENSG00000204301",
 
3369
  "ENSG00000204323",
3370
  "ENSG00000204389",
3371
  "ENSG00000204390",
@@ -3378,24 +3238,21 @@
3378
  "ENSG00000204611",
3379
  "ENSG00000204628",
3380
  "ENSG00000204644",
3381
- "ENSG00000204706",
3382
- "ENSG00000204713",
3383
  "ENSG00000204740",
3384
  "ENSG00000204839",
3385
  "ENSG00000204920",
3386
  "ENSG00000204934",
3387
  "ENSG00000204947",
3388
  "ENSG00000205056",
3389
- "ENSG00000205060",
3390
  "ENSG00000205085",
3391
  "ENSG00000205181",
3392
  "ENSG00000205213",
3393
  "ENSG00000205221",
3394
- "ENSG00000205307",
3395
  "ENSG00000205464",
3396
  "ENSG00000205517",
3397
  "ENSG00000205542",
3398
  "ENSG00000205611",
 
3399
  "ENSG00000205643",
3400
  "ENSG00000205659",
3401
  "ENSG00000205683",
@@ -3403,8 +3260,10 @@
3403
  "ENSG00000205744",
3404
  "ENSG00000205791",
3405
  "ENSG00000205809",
 
3406
  "ENSG00000205853",
3407
  "ENSG00000205913",
 
3408
  "ENSG00000205978",
3409
  "ENSG00000206140",
3410
  "ENSG00000206172",
@@ -3419,10 +3278,10 @@
3419
  "ENSG00000211445",
3420
  "ENSG00000211460",
3421
  "ENSG00000212743",
3422
- "ENSG00000212864",
3423
  "ENSG00000212916",
3424
  "ENSG00000213085",
3425
  "ENSG00000213088",
 
3426
  "ENSG00000213190",
3427
  "ENSG00000213203",
3428
  "ENSG00000213214",
@@ -3444,7 +3303,6 @@
3444
  "ENSG00000213937",
3445
  "ENSG00000213949",
3446
  "ENSG00000213988",
3447
- "ENSG00000213999",
3448
  "ENSG00000214193",
3449
  "ENSG00000214226",
3450
  "ENSG00000214357",
@@ -3454,12 +3312,14 @@
3454
  "ENSG00000214595",
3455
  "ENSG00000214652",
3456
  "ENSG00000214655",
 
3457
  "ENSG00000214711",
3458
  "ENSG00000214827",
3459
  "ENSG00000214870",
 
 
3460
  "ENSG00000215045",
3461
  "ENSG00000215251",
3462
- "ENSG00000215252",
3463
  "ENSG00000215277",
3464
  "ENSG00000215305",
3465
  "ENSG00000215374",
@@ -3469,18 +3329,14 @@
3469
  "ENSG00000215883",
3470
  "ENSG00000216863",
3471
  "ENSG00000218018",
3472
- "ENSG00000218336",
3473
  "ENSG00000218357",
3474
- "ENSG00000219626",
3475
  "ENSG00000221886",
3476
  "ENSG00000221890",
3477
  "ENSG00000221909",
3478
  "ENSG00000221916",
3479
- "ENSG00000221923",
3480
  "ENSG00000221944",
3481
  "ENSG00000221949",
3482
  "ENSG00000221955",
3483
- "ENSG00000221978",
3484
  "ENSG00000221990",
3485
  "ENSG00000221994",
3486
  "ENSG00000222005",
@@ -3488,9 +3344,9 @@
3488
  "ENSG00000223547",
3489
  "ENSG00000223552",
3490
  "ENSG00000223609",
 
3491
  "ENSG00000223715",
3492
  "ENSG00000223749",
3493
- "ENSG00000223799",
3494
  "ENSG00000224152",
3495
  "ENSG00000224164",
3496
  "ENSG00000224177",
@@ -3501,6 +3357,9 @@
3501
  "ENSG00000224418",
3502
  "ENSG00000224429",
3503
  "ENSG00000224531",
 
 
 
3504
  "ENSG00000224790",
3505
  "ENSG00000224843",
3506
  "ENSG00000224903",
@@ -3510,62 +3369,65 @@
3510
  "ENSG00000225177",
3511
  "ENSG00000225265",
3512
  "ENSG00000225342",
3513
- "ENSG00000225361",
3514
  "ENSG00000225465",
3515
  "ENSG00000225526",
3516
  "ENSG00000225535",
3517
  "ENSG00000225611",
 
3518
  "ENSG00000225697",
3519
  "ENSG00000225746",
 
3520
  "ENSG00000225793",
3521
  "ENSG00000225828",
3522
  "ENSG00000225937",
3523
  "ENSG00000225938",
3524
  "ENSG00000225945",
 
3525
  "ENSG00000225964",
3526
  "ENSG00000225975",
3527
  "ENSG00000226009",
3528
- "ENSG00000226137",
3529
  "ENSG00000226312",
3530
  "ENSG00000226476",
3531
  "ENSG00000226479",
3532
  "ENSG00000226581",
3533
- "ENSG00000226648",
3534
- "ENSG00000226659",
3535
  "ENSG00000226674",
3536
  "ENSG00000226711",
3537
- "ENSG00000226746",
3538
  "ENSG00000226763",
3539
  "ENSG00000226791",
 
3540
  "ENSG00000226833",
 
3541
  "ENSG00000226856",
3542
  "ENSG00000226979",
3543
  "ENSG00000227036",
3544
- "ENSG00000227110",
3545
  "ENSG00000227117",
3546
  "ENSG00000227155",
3547
  "ENSG00000227165",
3548
  "ENSG00000227252",
3549
- "ENSG00000227258",
3550
  "ENSG00000227268",
 
 
3551
  "ENSG00000227502",
3552
  "ENSG00000227533",
3553
  "ENSG00000227630",
3554
  "ENSG00000227740",
3555
  "ENSG00000228063",
 
3556
  "ENSG00000228109",
3557
  "ENSG00000228126",
 
3558
  "ENSG00000228192",
3559
  "ENSG00000228221",
3560
  "ENSG00000228223",
 
3561
  "ENSG00000228414",
 
3562
  "ENSG00000228526",
3563
- "ENSG00000228594",
3564
  "ENSG00000228677",
3565
  "ENSG00000228701",
3566
- "ENSG00000228775",
3567
  "ENSG00000228784",
3568
  "ENSG00000228801",
 
3569
  "ENSG00000228878",
3570
  "ENSG00000228889",
3571
  "ENSG00000228918",
@@ -3573,9 +3435,10 @@
3573
  "ENSG00000229056",
3574
  "ENSG00000229127",
3575
  "ENSG00000229236",
 
3576
  "ENSG00000229334",
 
3577
  "ENSG00000229666",
3578
- "ENSG00000229739",
3579
  "ENSG00000230013",
3580
  "ENSG00000230082",
3581
  "ENSG00000230091",
@@ -3587,33 +3450,38 @@
3587
  "ENSG00000230448",
3588
  "ENSG00000230487",
3589
  "ENSG00000230489",
 
3590
  "ENSG00000230555",
3591
  "ENSG00000230613",
 
 
 
3592
  "ENSG00000230679",
3593
  "ENSG00000230749",
3594
  "ENSG00000230797",
3595
  "ENSG00000230817",
3596
- "ENSG00000230910",
3597
  "ENSG00000231028",
3598
  "ENSG00000231105",
3599
  "ENSG00000231177",
3600
  "ENSG00000231233",
3601
  "ENSG00000231389",
3602
  "ENSG00000231507",
 
3603
  "ENSG00000231680",
3604
  "ENSG00000231689",
3605
- "ENSG00000232065",
3606
- "ENSG00000232098",
3607
  "ENSG00000232310",
3608
  "ENSG00000232354",
3609
  "ENSG00000232453",
3610
- "ENSG00000232490",
3611
  "ENSG00000232593",
3612
  "ENSG00000232613",
3613
- "ENSG00000232618",
3614
  "ENSG00000232810",
 
3615
  "ENSG00000232859",
3616
  "ENSG00000232912",
 
3617
  "ENSG00000232973",
3618
  "ENSG00000233008",
3619
  "ENSG00000233038",
@@ -3621,16 +3489,19 @@
3621
  "ENSG00000233101",
3622
  "ENSG00000233175",
3623
  "ENSG00000233220",
 
3624
  "ENSG00000233334",
3625
  "ENSG00000233355",
3626
  "ENSG00000233436",
3627
- "ENSG00000233452",
3628
  "ENSG00000233672",
3629
  "ENSG00000233723",
 
3630
  "ENSG00000233791",
3631
- "ENSG00000233797",
3632
  "ENSG00000233896",
3633
  "ENSG00000233930",
 
 
3634
  "ENSG00000234284",
3635
  "ENSG00000234336",
3636
  "ENSG00000234432",
@@ -3642,85 +3513,102 @@
3642
  "ENSG00000234690",
3643
  "ENSG00000234694",
3644
  "ENSG00000234707",
 
3645
  "ENSG00000234771",
3646
  "ENSG00000234883",
3647
  "ENSG00000234948",
3648
  "ENSG00000235016",
 
3649
  "ENSG00000235092",
3650
  "ENSG00000235106",
3651
  "ENSG00000235159",
3652
  "ENSG00000235172",
3653
- "ENSG00000235173",
3654
  "ENSG00000235191",
3655
  "ENSG00000235194",
 
3656
  "ENSG00000235397",
3657
  "ENSG00000235481",
3658
  "ENSG00000235527",
3659
- "ENSG00000235530",
3660
  "ENSG00000235531",
3661
  "ENSG00000235532",
3662
  "ENSG00000235590",
3663
  "ENSG00000235621",
 
3664
  "ENSG00000235740",
3665
- "ENSG00000235823",
3666
  "ENSG00000235888",
3667
  "ENSG00000235897",
3668
  "ENSG00000235910",
3669
  "ENSG00000235947",
3670
  "ENSG00000235989",
 
3671
  "ENSG00000236104",
3672
  "ENSG00000236137",
3673
  "ENSG00000236144",
3674
  "ENSG00000236200",
 
 
3675
  "ENSG00000236320",
3676
  "ENSG00000236388",
3677
  "ENSG00000236423",
3678
  "ENSG00000236432",
 
3679
  "ENSG00000236609",
3680
  "ENSG00000236617",
3681
  "ENSG00000236671",
 
 
 
3682
  "ENSG00000236991",
3683
  "ENSG00000237036",
 
3684
  "ENSG00000237172",
3685
  "ENSG00000237181",
 
3686
  "ENSG00000237399",
3687
  "ENSG00000237440",
3688
  "ENSG00000237441",
 
3689
  "ENSG00000237476",
3690
  "ENSG00000237515",
3691
  "ENSG00000237637",
 
3692
  "ENSG00000237914",
 
3693
  "ENSG00000238058",
3694
- "ENSG00000238133",
3695
  "ENSG00000238160",
3696
  "ENSG00000238198",
3697
- "ENSG00000239219",
3698
- "ENSG00000239335",
3699
  "ENSG00000239388",
 
3700
  "ENSG00000239941",
3701
  "ENSG00000239946",
3702
  "ENSG00000240005",
3703
  "ENSG00000240057",
 
3704
  "ENSG00000240211",
3705
  "ENSG00000240254",
3706
- "ENSG00000240373",
3707
  "ENSG00000240403",
3708
  "ENSG00000240498",
3709
  "ENSG00000240583",
 
3710
  "ENSG00000240859",
3711
  "ENSG00000240891",
3712
  "ENSG00000241135",
3713
  "ENSG00000241316",
3714
  "ENSG00000241560",
3715
  "ENSG00000241769",
 
3716
  "ENSG00000241852",
3717
  "ENSG00000241933",
3718
  "ENSG00000242258",
3719
  "ENSG00000242516",
3720
- "ENSG00000242550",
3721
  "ENSG00000242622",
 
 
3722
  "ENSG00000243055",
3723
- "ENSG00000243150",
3724
  "ENSG00000243156",
3725
  "ENSG00000243335",
3726
  "ENSG00000243364",
@@ -3729,10 +3617,9 @@
3729
  "ENSG00000243710",
3730
  "ENSG00000244040",
3731
  "ENSG00000244041",
3732
- "ENSG00000244405",
3733
  "ENSG00000244479",
3734
  "ENSG00000244734",
3735
- "ENSG00000245067",
3736
  "ENSG00000245105",
3737
  "ENSG00000245146",
3738
  "ENSG00000245149",
@@ -3743,16 +3630,20 @@
3743
  "ENSG00000245522",
3744
  "ENSG00000245532",
3745
  "ENSG00000245552",
 
3746
  "ENSG00000245573",
3747
  "ENSG00000245598",
3748
  "ENSG00000245614",
3749
  "ENSG00000245680",
3750
  "ENSG00000245685",
3751
  "ENSG00000245694",
 
3752
  "ENSG00000245888",
3753
  "ENSG00000245904",
 
3754
  "ENSG00000246089",
3755
  "ENSG00000246223",
 
3756
  "ENSG00000246526",
3757
  "ENSG00000246528",
3758
  "ENSG00000246548",
@@ -3761,43 +3652,49 @@
3761
  "ENSG00000246859",
3762
  "ENSG00000246898",
3763
  "ENSG00000246922",
3764
- "ENSG00000247315",
3765
  "ENSG00000247317",
3766
  "ENSG00000247363",
3767
  "ENSG00000247626",
3768
  "ENSG00000247746",
3769
- "ENSG00000247828",
3770
  "ENSG00000247877",
3771
- "ENSG00000247950",
3772
  "ENSG00000247982",
3773
- "ENSG00000248008",
3774
  "ENSG00000248049",
 
3775
  "ENSG00000248256",
3776
  "ENSG00000248473",
3777
  "ENSG00000248483",
3778
  "ENSG00000248489",
 
3779
  "ENSG00000248673",
 
3780
  "ENSG00000248714",
 
3781
  "ENSG00000248874",
 
3782
  "ENSG00000249375",
3783
  "ENSG00000249464",
3784
  "ENSG00000249471",
3785
- "ENSG00000249532",
3786
  "ENSG00000249572",
3787
  "ENSG00000249673",
 
3788
  "ENSG00000249825",
3789
  "ENSG00000249898",
3790
- "ENSG00000249961",
3791
  "ENSG00000249993",
3792
  "ENSG00000250067",
 
3793
  "ENSG00000250155",
3794
- "ENSG00000250295",
3795
- "ENSG00000250303",
3796
  "ENSG00000250305",
3797
  "ENSG00000250337",
3798
  "ENSG00000250361",
 
3799
  "ENSG00000250616",
3800
  "ENSG00000250802",
 
 
 
 
3801
  "ENSG00000251192",
3802
  "ENSG00000251221",
3803
  "ENSG00000251247",
@@ -3806,23 +3703,31 @@
3806
  "ENSG00000251562",
3807
  "ENSG00000251580",
3808
  "ENSG00000251586",
 
 
 
 
3809
  "ENSG00000253408",
3810
  "ENSG00000253522",
3811
  "ENSG00000253535",
3812
  "ENSG00000253559",
3813
  "ENSG00000253704",
 
3814
  "ENSG00000254211",
3815
  "ENSG00000254266",
 
3816
  "ENSG00000254415",
3817
  "ENSG00000254473",
3818
  "ENSG00000254614",
3819
  "ENSG00000254685",
3820
- "ENSG00000254726",
 
3821
  "ENSG00000254860",
3822
  "ENSG00000254968",
3823
  "ENSG00000255008",
 
3824
  "ENSG00000255150",
3825
- "ENSG00000255197",
3826
  "ENSG00000255418",
3827
  "ENSG00000255423",
3828
  "ENSG00000255468",
@@ -3846,51 +3751,68 @@
3846
  "ENSG00000257097",
3847
  "ENSG00000257108",
3848
  "ENSG00000257135",
 
3849
  "ENSG00000257354",
3850
- "ENSG00000257497",
3851
- "ENSG00000257596",
3852
  "ENSG00000257913",
3853
  "ENSG00000257924",
3854
  "ENSG00000258001",
3855
  "ENSG00000258056",
 
 
 
 
3856
  "ENSG00000258484",
3857
  "ENSG00000258512",
3858
  "ENSG00000258537",
3859
  "ENSG00000258583",
 
3860
  "ENSG00000258655",
3861
  "ENSG00000258730",
3862
- "ENSG00000258818",
3863
  "ENSG00000258867",
3864
  "ENSG00000258920",
3865
  "ENSG00000258940",
3866
  "ENSG00000259065",
3867
  "ENSG00000259153",
3868
  "ENSG00000259207",
 
3869
  "ENSG00000259291",
3870
  "ENSG00000259319",
3871
  "ENSG00000259330",
 
3872
  "ENSG00000259349",
 
3873
  "ENSG00000259456",
3874
  "ENSG00000259488",
3875
  "ENSG00000259577",
3876
  "ENSG00000259687",
 
3877
  "ENSG00000259818",
3878
  "ENSG00000259826",
3879
  "ENSG00000259877",
3880
- "ENSG00000259905",
3881
  "ENSG00000259943",
 
 
3882
  "ENSG00000260001",
 
 
3883
  "ENSG00000260088",
3884
  "ENSG00000260101",
 
3885
  "ENSG00000260236",
3886
- "ENSG00000260281",
 
 
3887
  "ENSG00000260302",
3888
  "ENSG00000260314",
3889
  "ENSG00000260329",
 
3890
  "ENSG00000260475",
3891
  "ENSG00000260493",
 
3892
  "ENSG00000260572",
3893
  "ENSG00000260630",
 
3894
  "ENSG00000260742",
3895
  "ENSG00000260790",
3896
  "ENSG00000260806",
@@ -3899,101 +3821,179 @@
3899
  "ENSG00000260898",
3900
  "ENSG00000260942",
3901
  "ENSG00000260979",
 
3902
  "ENSG00000261087",
 
 
3903
  "ENSG00000261150",
3904
  "ENSG00000261173",
3905
  "ENSG00000261220",
3906
  "ENSG00000261235",
3907
  "ENSG00000261236",
3908
- "ENSG00000261302",
3909
- "ENSG00000261366",
 
 
3910
  "ENSG00000261644",
3911
  "ENSG00000261652",
 
3912
  "ENSG00000261758",
3913
  "ENSG00000261794",
3914
  "ENSG00000261801",
 
 
 
 
3915
  "ENSG00000262468",
 
3916
  "ENSG00000262655",
3917
  "ENSG00000262728",
 
 
3918
  "ENSG00000263069",
 
 
3919
  "ENSG00000263327",
3920
  "ENSG00000263400",
 
 
3921
  "ENSG00000263874",
3922
  "ENSG00000263884",
 
3923
  "ENSG00000264630",
 
 
3924
  "ENSG00000265817",
 
3925
  "ENSG00000265972",
3926
  "ENSG00000266053",
 
 
 
3927
  "ENSG00000266473",
3928
  "ENSG00000266904",
3929
- "ENSG00000267041",
 
3930
  "ENSG00000267080",
3931
  "ENSG00000267191",
 
3932
  "ENSG00000267213",
3933
  "ENSG00000267254",
 
3934
  "ENSG00000267278",
3935
  "ENSG00000267302",
 
3936
  "ENSG00000267390",
3937
  "ENSG00000267416",
3938
  "ENSG00000267454",
3939
  "ENSG00000267470",
3940
  "ENSG00000267475",
3941
  "ENSG00000267534",
3942
- "ENSG00000267549",
3943
  "ENSG00000267659",
3944
  "ENSG00000267680",
 
3945
  "ENSG00000267871",
3946
- "ENSG00000268006",
 
 
3947
  "ENSG00000268257",
 
3948
  "ENSG00000268658",
3949
- "ENSG00000268996",
3950
  "ENSG00000269038",
3951
  "ENSG00000269220",
3952
  "ENSG00000269235",
3953
  "ENSG00000269313",
3954
  "ENSG00000269343",
3955
- "ENSG00000269404",
3956
  "ENSG00000269696",
 
3957
  "ENSG00000269720",
3958
  "ENSG00000269821",
3959
  "ENSG00000269964",
3960
- "ENSG00000270006",
 
 
3961
  "ENSG00000270084",
 
 
 
3962
  "ENSG00000270362",
 
3963
  "ENSG00000270562",
3964
- "ENSG00000270641",
 
 
3965
  "ENSG00000270673",
3966
  "ENSG00000270959",
3967
  "ENSG00000271538",
3968
- "ENSG00000271605",
3969
- "ENSG00000271643",
 
3970
  "ENSG00000271888",
3971
- "ENSG00000271966",
 
 
3972
  "ENSG00000272031",
 
3973
  "ENSG00000272143",
3974
  "ENSG00000272145",
 
3975
  "ENSG00000272189",
3976
  "ENSG00000272192",
 
 
 
 
 
 
3977
  "ENSG00000272462",
 
 
3978
  "ENSG00000272523",
3979
  "ENSG00000272562",
 
 
3980
  "ENSG00000272602",
 
3981
  "ENSG00000272654",
3982
  "ENSG00000272663",
3983
  "ENSG00000272711",
 
 
 
 
 
 
3984
  "ENSG00000272894",
 
 
 
3985
  "ENSG00000272931",
3986
  "ENSG00000272994",
 
3987
  "ENSG00000273015",
3988
  "ENSG00000273033",
3989
  "ENSG00000273045",
3990
  "ENSG00000273117",
3991
  "ENSG00000273129",
3992
  "ENSG00000273143",
 
 
 
 
3993
  "ENSG00000273173",
 
 
 
 
 
3994
  "ENSG00000273356",
 
3995
  "ENSG00000273382",
 
 
3996
  "ENSG00000273820",
 
3997
  "ENSG00000275111",
3998
  "ENSG00000276231",
3999
  "ENSG00000277481",
 
1
  {
2
  "gene_names": [
3
  "ENSG00000000003",
4
+ "ENSG00000000460",
5
  "ENSG00000000938",
6
  "ENSG00000000971",
7
  "ENSG00000001084",
8
  "ENSG00000001561",
 
9
  "ENSG00000002587",
 
 
 
 
10
  "ENSG00000004799",
 
11
  "ENSG00000004838",
12
  "ENSG00000004939",
13
  "ENSG00000004975",
 
16
  "ENSG00000005187",
17
  "ENSG00000005238",
18
  "ENSG00000005243",
 
19
  "ENSG00000005381",
20
  "ENSG00000005471",
21
  "ENSG00000005884",
 
25
  "ENSG00000006432",
26
  "ENSG00000006453",
27
  "ENSG00000006468",
 
28
  "ENSG00000006634",
29
  "ENSG00000006638",
30
  "ENSG00000006695",
 
36
  "ENSG00000007174",
37
  "ENSG00000007350",
38
  "ENSG00000007516",
 
39
  "ENSG00000007968",
40
  "ENSG00000008226",
 
41
  "ENSG00000008282",
42
  "ENSG00000008300",
43
  "ENSG00000008311",
 
45
  "ENSG00000008441",
46
  "ENSG00000008513",
47
  "ENSG00000008710",
 
48
  "ENSG00000009830",
49
  "ENSG00000010072",
50
  "ENSG00000010278",
 
56
  "ENSG00000010704",
57
  "ENSG00000010818",
58
  "ENSG00000011028",
 
59
  "ENSG00000011132",
60
  "ENSG00000011143",
61
  "ENSG00000011258",
62
  "ENSG00000011260",
63
  "ENSG00000011422",
 
64
  "ENSG00000011590",
65
  "ENSG00000012124",
66
  "ENSG00000012174",
 
69
  "ENSG00000013364",
70
  "ENSG00000013561",
71
  "ENSG00000013619",
 
72
  "ENSG00000014257",
73
  "ENSG00000016391",
74
  "ENSG00000018236",
 
82
  "ENSG00000022267",
83
  "ENSG00000022556",
84
  "ENSG00000023445",
 
85
  "ENSG00000023734",
86
  "ENSG00000023839",
87
  "ENSG00000024422",
 
92
  "ENSG00000026103",
93
  "ENSG00000027001",
94
  "ENSG00000030419",
95
+ "ENSG00000031081",
96
  "ENSG00000032444",
97
  "ENSG00000032742",
98
  "ENSG00000033122",
 
103
  "ENSG00000036530",
104
  "ENSG00000037280",
105
  "ENSG00000037637",
 
106
  "ENSG00000038274",
 
107
  "ENSG00000038427",
108
  "ENSG00000039068",
109
  "ENSG00000039560",
 
111
  "ENSG00000041353",
112
  "ENSG00000041515",
113
  "ENSG00000041880",
 
114
  "ENSG00000042062",
115
  "ENSG00000042286",
116
  "ENSG00000042317",
 
127
  "ENSG00000047634",
128
  "ENSG00000047644",
129
  "ENSG00000048342",
 
130
  "ENSG00000049247",
131
  "ENSG00000049249",
132
  "ENSG00000049323",
 
133
  "ENSG00000050165",
134
  "ENSG00000050327",
135
  "ENSG00000050628",
 
143
  "ENSG00000054392",
144
  "ENSG00000055118",
145
  "ENSG00000055130",
146
+ "ENSG00000055147",
147
  "ENSG00000057019",
148
  "ENSG00000057294",
149
  "ENSG00000057935",
150
+ "ENSG00000058729",
151
  "ENSG00000058804",
152
  "ENSG00000060140",
153
  "ENSG00000060642",
 
173
  "ENSG00000065621",
174
  "ENSG00000065717",
175
  "ENSG00000065833",
176
+ "ENSG00000066032",
177
  "ENSG00000066056",
178
  "ENSG00000066185",
 
179
  "ENSG00000066279",
180
  "ENSG00000066382",
181
  "ENSG00000066629",
182
  "ENSG00000066926",
183
+ "ENSG00000067057",
184
  "ENSG00000067064",
185
  "ENSG00000067082",
186
  "ENSG00000067113",
 
188
  "ENSG00000067191",
189
  "ENSG00000067221",
190
  "ENSG00000067445",
191
+ "ENSG00000067646",
192
  "ENSG00000067840",
193
  "ENSG00000068001",
194
  "ENSG00000068354",
 
195
  "ENSG00000068885",
196
  "ENSG00000068971",
197
  "ENSG00000068976",
 
199
  "ENSG00000069482",
200
  "ENSG00000069667",
201
  "ENSG00000069966",
 
202
  "ENSG00000070018",
 
203
  "ENSG00000070087",
204
  "ENSG00000070182",
205
  "ENSG00000070214",
 
228
  "ENSG00000072858",
229
  "ENSG00000072952",
230
  "ENSG00000073008",
 
231
  "ENSG00000073150",
232
  "ENSG00000073282",
233
  "ENSG00000073350",
 
 
234
  "ENSG00000073712",
235
  "ENSG00000073734",
236
  "ENSG00000073737",
237
  "ENSG00000073792",
238
  "ENSG00000074621",
239
+ "ENSG00000074706",
240
  "ENSG00000074800",
241
  "ENSG00000074842",
 
242
  "ENSG00000074964",
243
  "ENSG00000074966",
244
  "ENSG00000075089",
 
246
  "ENSG00000075340",
247
  "ENSG00000075391",
248
  "ENSG00000075624",
249
+ "ENSG00000075643",
250
  "ENSG00000075702",
251
  "ENSG00000075826",
 
252
  "ENSG00000076067",
253
  "ENSG00000076242",
254
  "ENSG00000076258",
 
262
  "ENSG00000077713",
263
  "ENSG00000077782",
264
  "ENSG00000078018",
 
265
  "ENSG00000078053",
266
  "ENSG00000078081",
267
  "ENSG00000078237",
 
276
  "ENSG00000079841",
277
  "ENSG00000079931",
278
  "ENSG00000080007",
 
279
  "ENSG00000080493",
280
  "ENSG00000080546",
281
  "ENSG00000080561",
 
282
  "ENSG00000080823",
283
  "ENSG00000080824",
284
  "ENSG00000081041",
285
  "ENSG00000081138",
286
  "ENSG00000081148",
287
  "ENSG00000081177",
288
+ "ENSG00000081479",
289
  "ENSG00000081985",
290
  "ENSG00000082146",
291
  "ENSG00000082196",
292
+ "ENSG00000082213",
293
  "ENSG00000082293",
294
  "ENSG00000082397",
295
  "ENSG00000082512",
296
  "ENSG00000082781",
 
297
  "ENSG00000083097",
298
  "ENSG00000083799",
 
299
  "ENSG00000083814",
300
  "ENSG00000083817",
301
  "ENSG00000083828",
 
304
  "ENSG00000084110",
305
  "ENSG00000084112",
306
  "ENSG00000084731",
 
307
  "ENSG00000085276",
308
  "ENSG00000085433",
309
+ "ENSG00000085449",
310
  "ENSG00000085465",
311
  "ENSG00000085563",
312
  "ENSG00000085733",
313
+ "ENSG00000085741",
314
  "ENSG00000085978",
315
  "ENSG00000085982",
 
316
  "ENSG00000086289",
317
  "ENSG00000086544",
318
  "ENSG00000086548",
319
  "ENSG00000086717",
320
  "ENSG00000086848",
 
321
  "ENSG00000087085",
322
  "ENSG00000087086",
 
323
  "ENSG00000087237",
324
  "ENSG00000087245",
325
  "ENSG00000087253",
326
  "ENSG00000087258",
327
+ "ENSG00000087303",
328
  "ENSG00000087448",
329
  "ENSG00000087586",
330
  "ENSG00000087589",
331
+ "ENSG00000088053",
332
  "ENSG00000088179",
333
  "ENSG00000088256",
334
  "ENSG00000088305",
 
371
  "ENSG00000091536",
372
  "ENSG00000091844",
373
  "ENSG00000091972",
374
+ "ENSG00000091986",
375
  "ENSG00000092068",
376
  "ENSG00000092445",
377
  "ENSG00000092529",
 
417
  "ENSG00000100228",
418
  "ENSG00000100234",
419
  "ENSG00000100271",
 
 
420
  "ENSG00000100316",
 
421
  "ENSG00000100336",
422
  "ENSG00000100342",
423
  "ENSG00000100346",
424
  "ENSG00000100373",
425
  "ENSG00000100376",
 
426
  "ENSG00000100439",
427
  "ENSG00000100448",
428
  "ENSG00000100450",
 
430
  "ENSG00000100461",
431
  "ENSG00000100483",
432
  "ENSG00000100505",
 
 
433
  "ENSG00000100558",
434
  "ENSG00000100592",
435
  "ENSG00000100600",
 
438
  "ENSG00000100721",
439
  "ENSG00000100722",
440
  "ENSG00000100744",
 
441
  "ENSG00000100802",
442
  "ENSG00000100814",
443
  "ENSG00000100889",
 
447
  "ENSG00000100979",
448
  "ENSG00000100982",
449
  "ENSG00000101000",
 
450
  "ENSG00000101079",
451
  "ENSG00000101082",
 
452
  "ENSG00000101162",
 
453
  "ENSG00000101190",
 
454
  "ENSG00000101213",
455
  "ENSG00000101224",
456
  "ENSG00000101246",
457
  "ENSG00000101255",
458
  "ENSG00000101307",
459
  "ENSG00000101333",
 
460
  "ENSG00000101384",
461
  "ENSG00000101391",
462
  "ENSG00000101400",
463
  "ENSG00000101439",
464
  "ENSG00000101444",
 
465
  "ENSG00000101542",
 
466
  "ENSG00000101574",
467
  "ENSG00000101605",
468
+ "ENSG00000101751",
469
  "ENSG00000101811",
470
  "ENSG00000101842",
471
  "ENSG00000101844",
472
  "ENSG00000101856",
473
  "ENSG00000101871",
474
+ "ENSG00000101928",
475
  "ENSG00000101986",
476
  "ENSG00000102001",
477
  "ENSG00000102003",
 
487
  "ENSG00000102221",
488
  "ENSG00000102241",
489
  "ENSG00000102245",
 
490
  "ENSG00000102349",
491
  "ENSG00000102383",
492
  "ENSG00000102471",
 
499
  "ENSG00000102878",
500
  "ENSG00000102897",
501
  "ENSG00000102900",
502
+ "ENSG00000103021",
503
  "ENSG00000103056",
504
  "ENSG00000103066",
505
  "ENSG00000103089",
 
513
  "ENSG00000103351",
514
  "ENSG00000103353",
515
  "ENSG00000103365",
516
+ "ENSG00000103522",
517
  "ENSG00000103528",
518
  "ENSG00000103534",
519
  "ENSG00000103671",
520
  "ENSG00000103852",
521
  "ENSG00000104067",
 
522
  "ENSG00000104154",
523
  "ENSG00000104267",
524
  "ENSG00000104312",
 
525
  "ENSG00000104341",
526
  "ENSG00000104361",
 
527
  "ENSG00000104413",
528
  "ENSG00000104490",
529
  "ENSG00000104497",
530
+ "ENSG00000104689",
531
  "ENSG00000104728",
 
532
  "ENSG00000104833",
533
  "ENSG00000104881",
534
  "ENSG00000104921",
535
  "ENSG00000104936",
536
+ "ENSG00000104946",
537
  "ENSG00000104972",
538
  "ENSG00000105072",
539
  "ENSG00000105088",
 
550
  "ENSG00000105357",
551
  "ENSG00000105372",
552
  "ENSG00000105427",
 
553
  "ENSG00000105447",
554
  "ENSG00000105464",
 
555
  "ENSG00000105499",
556
  "ENSG00000105568",
557
  "ENSG00000105610",
 
564
  "ENSG00000105732",
565
  "ENSG00000105750",
566
  "ENSG00000105784",
 
567
  "ENSG00000105810",
568
  "ENSG00000105835",
569
  "ENSG00000105855",
570
  "ENSG00000105865",
571
  "ENSG00000105866",
572
  "ENSG00000105877",
573
+ "ENSG00000105879",
574
  "ENSG00000105928",
 
575
  "ENSG00000105982",
576
  "ENSG00000106004",
577
  "ENSG00000106013",
578
+ "ENSG00000106025",
 
579
  "ENSG00000106089",
580
  "ENSG00000106258",
581
  "ENSG00000106327",
 
582
  "ENSG00000106333",
583
  "ENSG00000106346",
584
  "ENSG00000106351",
 
585
  "ENSG00000106477",
586
  "ENSG00000106479",
587
  "ENSG00000106484",
588
  "ENSG00000106560",
 
589
  "ENSG00000106608",
590
  "ENSG00000106624",
591
+ "ENSG00000106686",
592
  "ENSG00000106804",
593
  "ENSG00000106809",
594
  "ENSG00000106819",
 
595
  "ENSG00000106853",
596
  "ENSG00000106952",
597
+ "ENSG00000106992",
598
  "ENSG00000106993",
 
599
  "ENSG00000107021",
600
  "ENSG00000107140",
601
  "ENSG00000107186",
602
  "ENSG00000107201",
603
  "ENSG00000107249",
604
+ "ENSG00000107331",
605
  "ENSG00000107338",
606
+ "ENSG00000107404",
607
  "ENSG00000107438",
608
  "ENSG00000107562",
609
  "ENSG00000107611",
610
  "ENSG00000107679",
 
611
  "ENSG00000107789",
612
  "ENSG00000107798",
613
  "ENSG00000107815",
614
  "ENSG00000108039",
615
  "ENSG00000108179",
616
  "ENSG00000108187",
 
617
  "ENSG00000108244",
618
  "ENSG00000108352",
619
  "ENSG00000108370",
 
628
  "ENSG00000108651",
629
  "ENSG00000108654",
630
  "ENSG00000108666",
631
+ "ENSG00000108679",
632
  "ENSG00000108771",
633
  "ENSG00000108797",
634
  "ENSG00000108799",
 
638
  "ENSG00000108861",
639
  "ENSG00000108883",
640
  "ENSG00000108924",
641
+ "ENSG00000108984",
642
  "ENSG00000109063",
643
  "ENSG00000109065",
644
  "ENSG00000109099",
645
  "ENSG00000109103",
646
  "ENSG00000109107",
 
647
  "ENSG00000109339",
648
  "ENSG00000109436",
649
  "ENSG00000109572",
 
664
  "ENSG00000110042",
665
  "ENSG00000110060",
666
  "ENSG00000110077",
667
+ "ENSG00000110079",
668
  "ENSG00000110080",
669
  "ENSG00000110092",
670
  "ENSG00000110104",
 
672
  "ENSG00000110218",
673
  "ENSG00000110324",
674
  "ENSG00000110436",
675
+ "ENSG00000110448",
676
  "ENSG00000110514",
677
+ "ENSG00000110583",
678
  "ENSG00000110693",
679
  "ENSG00000110697",
680
  "ENSG00000110723",
 
690
  "ENSG00000110955",
691
  "ENSG00000110958",
692
  "ENSG00000111087",
693
+ "ENSG00000111110",
694
  "ENSG00000111144",
695
  "ENSG00000111145",
696
  "ENSG00000111269",
 
712
  "ENSG00000111679",
713
  "ENSG00000111696",
714
  "ENSG00000111725",
 
715
  "ENSG00000111728",
716
  "ENSG00000111785",
717
  "ENSG00000111790",
718
  "ENSG00000111796",
719
  "ENSG00000111801",
 
720
  "ENSG00000111863",
721
  "ENSG00000111879",
722
  "ENSG00000111880",
 
723
  "ENSG00000112077",
724
+ "ENSG00000112078",
725
  "ENSG00000112118",
726
  "ENSG00000112130",
727
  "ENSG00000112139",
 
728
  "ENSG00000112149",
729
  "ENSG00000112182",
730
  "ENSG00000112210",
 
731
  "ENSG00000112218",
732
  "ENSG00000112290",
733
  "ENSG00000112293",
734
+ "ENSG00000112294",
735
  "ENSG00000112303",
736
  "ENSG00000112308",
737
  "ENSG00000112320",
 
742
  "ENSG00000112530",
743
  "ENSG00000112599",
744
  "ENSG00000112697",
745
+ "ENSG00000112759",
746
  "ENSG00000112769",
747
  "ENSG00000112782",
748
  "ENSG00000112796",
749
  "ENSG00000112855",
750
  "ENSG00000112874",
751
+ "ENSG00000112936",
752
  "ENSG00000112941",
753
  "ENSG00000112964",
754
  "ENSG00000113070",
 
763
  "ENSG00000113389",
764
  "ENSG00000113552",
765
  "ENSG00000113555",
766
+ "ENSG00000113583",
767
  "ENSG00000113645",
768
  "ENSG00000113758",
769
  "ENSG00000113790",
 
770
  "ENSG00000113966",
771
  "ENSG00000114013",
772
  "ENSG00000114026",
773
+ "ENSG00000114405",
774
  "ENSG00000114487",
775
  "ENSG00000114520",
776
  "ENSG00000114529",
 
786
  "ENSG00000114770",
787
  "ENSG00000114790",
788
  "ENSG00000114805",
789
+ "ENSG00000114841",
790
  "ENSG00000114859",
791
  "ENSG00000114904",
792
  "ENSG00000114948",
793
  "ENSG00000114988",
794
+ "ENSG00000114999",
795
  "ENSG00000115009",
796
  "ENSG00000115085",
797
  "ENSG00000115109",
 
800
  "ENSG00000115183",
801
  "ENSG00000115255",
802
  "ENSG00000115257",
803
+ "ENSG00000115289",
804
  "ENSG00000115290",
805
  "ENSG00000115295",
806
  "ENSG00000115306",
 
811
  "ENSG00000115457",
812
  "ENSG00000115459",
813
  "ENSG00000115474",
 
814
  "ENSG00000115523",
815
  "ENSG00000115526",
816
+ "ENSG00000115598",
817
  "ENSG00000115602",
818
  "ENSG00000115738",
819
  "ENSG00000115827",
 
830
  "ENSG00000116128",
831
  "ENSG00000116147",
832
  "ENSG00000116194",
833
+ "ENSG00000116213",
834
  "ENSG00000116299",
835
+ "ENSG00000116353",
836
  "ENSG00000116396",
837
  "ENSG00000116525",
838
  "ENSG00000116544",
 
843
  "ENSG00000116741",
844
  "ENSG00000116748",
845
  "ENSG00000116771",
846
+ "ENSG00000116791",
847
  "ENSG00000116819",
848
  "ENSG00000116824",
 
849
  "ENSG00000116885",
850
  "ENSG00000116962",
851
  "ENSG00000116985",
 
865
  "ENSG00000117399",
866
  "ENSG00000117400",
867
  "ENSG00000117408",
868
+ "ENSG00000117475",
869
  "ENSG00000117477",
870
  "ENSG00000117480",
871
  "ENSG00000117519",
872
+ "ENSG00000117525",
873
  "ENSG00000117560",
874
  "ENSG00000117586",
875
  "ENSG00000117593",
 
877
  "ENSG00000117595",
878
  "ENSG00000117602",
879
  "ENSG00000117632",
 
880
  "ENSG00000117643",
881
  "ENSG00000117650",
882
  "ENSG00000117697",
883
  "ENSG00000117724",
884
  "ENSG00000117758",
 
885
  "ENSG00000117906",
886
+ "ENSG00000118162",
887
  "ENSG00000118197",
888
  "ENSG00000118242",
889
  "ENSG00000118257",
890
  "ENSG00000118307",
891
  "ENSG00000118369",
892
+ "ENSG00000118420",
893
  "ENSG00000118454",
894
  "ENSG00000118473",
895
  "ENSG00000118495",
 
898
  "ENSG00000118515",
899
  "ENSG00000118518",
900
  "ENSG00000118596",
901
+ "ENSG00000118620",
902
  "ENSG00000118707",
903
  "ENSG00000118777",
904
  "ENSG00000118804",
 
908
  "ENSG00000118961",
909
  "ENSG00000118997",
910
  "ENSG00000119041",
911
+ "ENSG00000119138",
912
  "ENSG00000119227",
913
  "ENSG00000119242",
914
  "ENSG00000119328",
 
922
  "ENSG00000119686",
923
  "ENSG00000119688",
924
  "ENSG00000119699",
 
925
  "ENSG00000119714",
926
  "ENSG00000119760",
927
  "ENSG00000119862",
 
929
  "ENSG00000119917",
930
  "ENSG00000119922",
931
  "ENSG00000119927",
 
932
  "ENSG00000119946",
933
  "ENSG00000119950",
934
  "ENSG00000119965",
935
  "ENSG00000120049",
936
  "ENSG00000120129",
937
+ "ENSG00000120156",
938
+ "ENSG00000120217",
939
  "ENSG00000120262",
940
  "ENSG00000120280",
941
  "ENSG00000120370",
 
958
  "ENSG00000121413",
959
  "ENSG00000121417",
960
  "ENSG00000121454",
 
961
  "ENSG00000121577",
962
  "ENSG00000121578",
963
  "ENSG00000121690",
964
  "ENSG00000121691",
 
 
 
965
  "ENSG00000121897",
966
  "ENSG00000121904",
967
  "ENSG00000121933",
 
978
  "ENSG00000122406",
979
  "ENSG00000122417",
980
  "ENSG00000122420",
 
981
  "ENSG00000122543",
982
  "ENSG00000122574",
983
  "ENSG00000122644",
 
989
  "ENSG00000122861",
990
  "ENSG00000122870",
991
  "ENSG00000122877",
 
992
  "ENSG00000122952",
993
  "ENSG00000122971",
994
  "ENSG00000123064",
 
996
  "ENSG00000123131",
997
  "ENSG00000123159",
998
  "ENSG00000123243",
999
+ "ENSG00000123342",
1000
  "ENSG00000123360",
1001
  "ENSG00000123384",
1002
  "ENSG00000123405",
1003
+ "ENSG00000123411",
1004
  "ENSG00000123416",
1005
  "ENSG00000123453",
1006
+ "ENSG00000123500",
1007
  "ENSG00000123600",
1008
+ "ENSG00000123700",
1009
  "ENSG00000123728",
1010
  "ENSG00000123975",
1011
  "ENSG00000124067",
 
1012
  "ENSG00000124103",
1013
  "ENSG00000124104",
1014
  "ENSG00000124107",
 
1015
  "ENSG00000124140",
1016
  "ENSG00000124160",
1017
  "ENSG00000124191",
 
1019
  "ENSG00000124209",
1020
  "ENSG00000124215",
1021
  "ENSG00000124216",
 
1022
  "ENSG00000124257",
1023
  "ENSG00000124275",
1024
  "ENSG00000124313",
1025
  "ENSG00000124459",
1026
  "ENSG00000124466",
1027
  "ENSG00000124490",
 
 
 
1028
  "ENSG00000124613",
1029
  "ENSG00000124701",
1030
  "ENSG00000124721",
 
1041
  "ENSG00000125434",
1042
  "ENSG00000125450",
1043
  "ENSG00000125462",
 
1044
  "ENSG00000125538",
1045
  "ENSG00000125630",
1046
  "ENSG00000125650",
 
1064
  "ENSG00000126353",
1065
  "ENSG00000126467",
1066
  "ENSG00000126500",
 
1067
  "ENSG00000126787",
1068
  "ENSG00000126803",
 
 
1069
  "ENSG00000126822",
1070
  "ENSG00000126861",
1071
  "ENSG00000126945",
 
1086
  "ENSG00000127870",
1087
  "ENSG00000127903",
1088
  "ENSG00000127920",
 
1089
  "ENSG00000127954",
1090
  "ENSG00000127955",
1091
  "ENSG00000127989",
 
1094
  "ENSG00000128016",
1095
  "ENSG00000128040",
1096
  "ENSG00000128050",
1097
+ "ENSG00000128203",
1098
  "ENSG00000128228",
1099
  "ENSG00000128271",
 
1100
  "ENSG00000128284",
1101
  "ENSG00000128298",
1102
  "ENSG00000128322",
 
1103
  "ENSG00000128513",
1104
  "ENSG00000128536",
1105
  "ENSG00000128567",
 
1121
  "ENSG00000129204",
1122
  "ENSG00000129219",
1123
  "ENSG00000129244",
 
1124
  "ENSG00000129467",
1125
  "ENSG00000129472",
1126
  "ENSG00000129480",
 
1154
  "ENSG00000130584",
1155
  "ENSG00000130590",
1156
  "ENSG00000130592",
1157
+ "ENSG00000130595",
1158
  "ENSG00000130635",
1159
  "ENSG00000130649",
1160
  "ENSG00000130707",
1161
  "ENSG00000130766",
 
1162
  "ENSG00000130783",
 
1163
  "ENSG00000130812",
1164
  "ENSG00000130818",
1165
  "ENSG00000130821",
1166
  "ENSG00000130830",
 
 
1167
  "ENSG00000130935",
1168
  "ENSG00000130940",
1169
  "ENSG00000130956",
 
1194
  "ENSG00000131848",
1195
  "ENSG00000131849",
1196
  "ENSG00000131899",
1197
+ "ENSG00000131941",
1198
  "ENSG00000131951",
1199
  "ENSG00000132002",
1200
  "ENSG00000132122",
 
1207
  "ENSG00000132465",
1208
  "ENSG00000132470",
1209
  "ENSG00000132475",
 
1210
  "ENSG00000132514",
1211
  "ENSG00000132535",
1212
  "ENSG00000132561",
1213
+ "ENSG00000132613",
1214
  "ENSG00000132623",
1215
  "ENSG00000132639",
1216
  "ENSG00000132646",
 
1220
  "ENSG00000132768",
1221
  "ENSG00000132792",
1222
  "ENSG00000132801",
 
1223
  "ENSG00000132825",
1224
  "ENSG00000132849",
1225
+ "ENSG00000132874",
1226
  "ENSG00000132881",
1227
  "ENSG00000132906",
1228
  "ENSG00000132912",
1229
  "ENSG00000132915",
1230
  "ENSG00000132932",
 
1231
  "ENSG00000132958",
1232
  "ENSG00000132970",
1233
  "ENSG00000133059",
 
1241
  "ENSG00000133169",
1242
  "ENSG00000133216",
1243
  "ENSG00000133317",
1244
+ "ENSG00000133454",
1245
  "ENSG00000133466",
1246
  "ENSG00000133477",
1247
  "ENSG00000133488",
 
1278
  "ENSG00000134376",
1279
  "ENSG00000134444",
1280
  "ENSG00000134460",
1281
+ "ENSG00000134470",
1282
  "ENSG00000134531",
1283
  "ENSG00000134539",
1284
  "ENSG00000134545",
1285
  "ENSG00000134548",
1286
  "ENSG00000134571",
1287
+ "ENSG00000134575",
1288
  "ENSG00000134697",
1289
  "ENSG00000134755",
1290
+ "ENSG00000134769",
1291
  "ENSG00000134775",
1292
  "ENSG00000134864",
1293
  "ENSG00000134873",
 
1295
  "ENSG00000134899",
1296
  "ENSG00000134901",
1297
  "ENSG00000134955",
 
1298
  "ENSG00000135069",
 
1299
  "ENSG00000135083",
1300
  "ENSG00000135093",
1301
  "ENSG00000135108",
1302
  "ENSG00000135114",
1303
  "ENSG00000135119",
 
1304
  "ENSG00000135205",
1305
  "ENSG00000135218",
1306
  "ENSG00000135245",
 
1307
  "ENSG00000135297",
1308
  "ENSG00000135314",
1309
  "ENSG00000135315",
1310
  "ENSG00000135318",
1311
  "ENSG00000135362",
1312
+ "ENSG00000135378",
1313
  "ENSG00000135407",
1314
  "ENSG00000135409",
1315
  "ENSG00000135437",
 
1329
  "ENSG00000135740",
1330
  "ENSG00000135749",
1331
  "ENSG00000135775",
1332
+ "ENSG00000135801",
1333
  "ENSG00000135821",
 
1334
  "ENSG00000135828",
1335
  "ENSG00000135898",
1336
  "ENSG00000135914",
 
1347
  "ENSG00000136158",
1348
  "ENSG00000136159",
1349
  "ENSG00000136160",
 
1350
  "ENSG00000136231",
1351
  "ENSG00000136235",
1352
  "ENSG00000136250",
 
1361
  "ENSG00000136573",
1362
  "ENSG00000136603",
1363
  "ENSG00000136634",
1364
+ "ENSG00000136710",
1365
  "ENSG00000136717",
1366
  "ENSG00000136826",
1367
  "ENSG00000136827",
 
1375
  "ENSG00000136928",
1376
  "ENSG00000136929",
1377
  "ENSG00000136935",
1378
+ "ENSG00000136943",
1379
  "ENSG00000136960",
1380
  "ENSG00000136997",
 
1381
  "ENSG00000137054",
1382
+ "ENSG00000137070",
1383
  "ENSG00000137075",
1384
  "ENSG00000137101",
1385
  "ENSG00000137103",
 
1404
  "ENSG00000137752",
1405
  "ENSG00000137760",
1406
  "ENSG00000137801",
 
1407
  "ENSG00000137807",
1408
  "ENSG00000137818",
1409
  "ENSG00000137821",
 
1418
  "ENSG00000137960",
1419
  "ENSG00000138061",
1420
  "ENSG00000138075",
 
1421
  "ENSG00000138135",
1422
  "ENSG00000138138",
1423
  "ENSG00000138172",
1424
  "ENSG00000138193",
1425
  "ENSG00000138231",
1426
  "ENSG00000138271",
1427
+ "ENSG00000138303",
1428
  "ENSG00000138316",
 
 
1429
  "ENSG00000138395",
1430
  "ENSG00000138430",
1431
  "ENSG00000138434",
 
1433
  "ENSG00000138439",
1434
  "ENSG00000138449",
1435
  "ENSG00000138459",
 
1436
  "ENSG00000138606",
1437
  "ENSG00000138623",
1438
  "ENSG00000138642",
1439
  "ENSG00000138678",
1440
  "ENSG00000138696",
1441
  "ENSG00000138722",
1442
+ "ENSG00000138735",
1443
  "ENSG00000138750",
1444
  "ENSG00000138759",
1445
  "ENSG00000138778",
 
1469
  "ENSG00000139637",
1470
  "ENSG00000139644",
1471
  "ENSG00000139679",
1472
+ "ENSG00000139890",
1473
  "ENSG00000139915",
1474
  "ENSG00000139970",
 
1475
  "ENSG00000139990",
1476
  "ENSG00000139998",
1477
  "ENSG00000140006",
1478
  "ENSG00000140009",
 
1479
  "ENSG00000140022",
1480
  "ENSG00000140030",
1481
  "ENSG00000140057",
 
1498
  "ENSG00000140553",
1499
  "ENSG00000140682",
1500
  "ENSG00000140691",
 
1501
  "ENSG00000140950",
1502
  "ENSG00000140961",
1503
  "ENSG00000140968",
 
1507
  "ENSG00000141040",
1508
  "ENSG00000141096",
1509
  "ENSG00000141098",
1510
+ "ENSG00000141219",
1511
  "ENSG00000141232",
 
1512
  "ENSG00000141338",
1513
  "ENSG00000141391",
1514
  "ENSG00000141404",
1515
  "ENSG00000141424",
1516
  "ENSG00000141441",
1517
  "ENSG00000141449",
1518
+ "ENSG00000141458",
1519
  "ENSG00000141469",
1520
  "ENSG00000141497",
1521
+ "ENSG00000141505",
1522
  "ENSG00000141519",
1523
  "ENSG00000141527",
1524
  "ENSG00000141540",
 
1530
  "ENSG00000141753",
1531
  "ENSG00000141837",
1532
  "ENSG00000142173",
1533
+ "ENSG00000142303",
1534
  "ENSG00000142330",
1535
  "ENSG00000142444",
1536
  "ENSG00000142453",
 
1550
  "ENSG00000142920",
1551
  "ENSG00000142949",
1552
  "ENSG00000142961",
 
1553
  "ENSG00000143079",
1554
  "ENSG00000143093",
1555
  "ENSG00000143126",
 
1561
  "ENSG00000143226",
1562
  "ENSG00000143248",
1563
  "ENSG00000143297",
1564
+ "ENSG00000143322",
1565
  "ENSG00000143333",
1566
  "ENSG00000143341",
1567
  "ENSG00000143344",
1568
  "ENSG00000143365",
1569
  "ENSG00000143367",
1570
  "ENSG00000143373",
 
1571
  "ENSG00000143398",
1572
  "ENSG00000143401",
1573
  "ENSG00000143416",
 
1581
  "ENSG00000143554",
1582
  "ENSG00000143578",
1583
  "ENSG00000143603",
1584
+ "ENSG00000143622",
1585
  "ENSG00000143630",
1586
  "ENSG00000143740",
1587
  "ENSG00000143751",
 
1592
  "ENSG00000143971",
1593
  "ENSG00000143994",
1594
  "ENSG00000143995",
 
1595
  "ENSG00000144043",
1596
  "ENSG00000144057",
1597
  "ENSG00000144061",
1598
  "ENSG00000144115",
 
1599
  "ENSG00000144120",
1600
  "ENSG00000144152",
1601
  "ENSG00000144233",
 
1617
  "ENSG00000144792",
1618
  "ENSG00000144821",
1619
  "ENSG00000144824",
1620
+ "ENSG00000144843",
1621
  "ENSG00000144868",
 
1622
  "ENSG00000144893",
1623
  "ENSG00000144909",
1624
+ "ENSG00000145014",
1625
+ "ENSG00000145041",
1626
  "ENSG00000145191",
1627
  "ENSG00000145214",
1628
+ "ENSG00000145244",
1629
  "ENSG00000145246",
 
1630
  "ENSG00000145284",
1631
+ "ENSG00000145293",
1632
  "ENSG00000145362",
1633
  "ENSG00000145388",
1634
  "ENSG00000145416",
 
1640
  "ENSG00000145555",
1641
  "ENSG00000145623",
1642
  "ENSG00000145632",
 
1643
  "ENSG00000145700",
1644
  "ENSG00000145708",
1645
  "ENSG00000145721",
 
1650
  "ENSG00000145882",
1651
  "ENSG00000145908",
1652
  "ENSG00000145911",
 
1653
  "ENSG00000145934",
1654
  "ENSG00000145936",
1655
  "ENSG00000145945",
 
1664
  "ENSG00000146285",
1665
  "ENSG00000146409",
1666
  "ENSG00000146433",
 
 
1667
  "ENSG00000146674",
1668
  "ENSG00000146700",
1669
  "ENSG00000146729",
1670
  "ENSG00000146833",
1671
  "ENSG00000146904",
1672
+ "ENSG00000146955",
1673
  "ENSG00000147082",
1674
  "ENSG00000147099",
1675
  "ENSG00000147118",
 
1678
  "ENSG00000147138",
1679
  "ENSG00000147144",
1680
  "ENSG00000147145",
 
1681
  "ENSG00000147174",
1682
  "ENSG00000147231",
1683
  "ENSG00000147324",
1684
  "ENSG00000147394",
1685
+ "ENSG00000147416",
1686
  "ENSG00000147437",
1687
  "ENSG00000147443",
1688
  "ENSG00000147454",
 
1691
  "ENSG00000147570",
1692
  "ENSG00000147573",
1693
  "ENSG00000147604",
1694
+ "ENSG00000147650",
1695
  "ENSG00000147687",
1696
  "ENSG00000147789",
1697
  "ENSG00000147862",
 
1698
  "ENSG00000147883",
1699
  "ENSG00000148053",
1700
  "ENSG00000148143",
 
1711
  "ENSG00000148426",
1712
  "ENSG00000148468",
1713
  "ENSG00000148484",
 
1714
  "ENSG00000148572",
1715
  "ENSG00000148680",
1716
  "ENSG00000148773",
 
1720
  "ENSG00000149131",
1721
  "ENSG00000149218",
1722
  "ENSG00000149243",
 
1723
  "ENSG00000149260",
1724
  "ENSG00000149273",
1725
  "ENSG00000149294",
1726
  "ENSG00000149403",
 
1727
  "ENSG00000149516",
1728
  "ENSG00000149534",
1729
  "ENSG00000149557",
 
1731
  "ENSG00000149573",
1732
  "ENSG00000149577",
1733
  "ENSG00000149582",
1734
+ "ENSG00000149591",
1735
  "ENSG00000149781",
1736
  "ENSG00000149782",
1737
  "ENSG00000149792",
1738
  "ENSG00000149922",
 
1739
  "ENSG00000150045",
1740
  "ENSG00000150275",
1741
  "ENSG00000150281",
 
1742
  "ENSG00000150636",
1743
  "ENSG00000150687",
1744
  "ENSG00000150760",
1745
  "ENSG00000150867",
 
1746
  "ENSG00000151023",
1747
  "ENSG00000151062",
1748
  "ENSG00000151164",
 
1752
  "ENSG00000151320",
1753
  "ENSG00000151332",
1754
  "ENSG00000151338",
1755
+ "ENSG00000151376",
1756
  "ENSG00000151468",
 
1757
  "ENSG00000151490",
1758
+ "ENSG00000151498",
1759
  "ENSG00000151553",
1760
  "ENSG00000151611",
1761
  "ENSG00000151650",
 
1763
  "ENSG00000151718",
1764
  "ENSG00000151746",
1765
  "ENSG00000151773",
 
1766
  "ENSG00000151835",
 
1767
  "ENSG00000151914",
1768
  "ENSG00000151929",
1769
  "ENSG00000152104",
 
1775
  "ENSG00000152284",
1776
  "ENSG00000152377",
1777
  "ENSG00000152382",
 
1778
  "ENSG00000152413",
1779
  "ENSG00000152433",
1780
  "ENSG00000152454",
 
1787
  "ENSG00000152580",
1788
  "ENSG00000152582",
1789
  "ENSG00000152583",
1790
+ "ENSG00000152760",
1791
  "ENSG00000152763",
1792
  "ENSG00000152778",
1793
  "ENSG00000152782",
 
1807
  "ENSG00000153253",
1808
  "ENSG00000153283",
1809
  "ENSG00000153291",
 
1810
  "ENSG00000153531",
1811
  "ENSG00000153558",
1812
  "ENSG00000153563",
1813
+ "ENSG00000153721",
1814
  "ENSG00000153786",
1815
+ "ENSG00000153790",
1816
  "ENSG00000153832",
1817
  "ENSG00000153896",
1818
  "ENSG00000153898",
 
1820
  "ENSG00000153930",
1821
  "ENSG00000153933",
1822
  "ENSG00000154027",
1823
+ "ENSG00000154059",
1824
  "ENSG00000154099",
 
1825
  "ENSG00000154133",
1826
  "ENSG00000154165",
1827
  "ENSG00000154175",
 
1861
  "ENSG00000155530",
1862
  "ENSG00000155542",
1863
  "ENSG00000155592",
 
1864
  "ENSG00000155636",
 
1865
  "ENSG00000155719",
1866
  "ENSG00000155754",
1867
  "ENSG00000155761",
 
1868
  "ENSG00000155858",
1869
  "ENSG00000155926",
1870
  "ENSG00000155961",
 
1876
  "ENSG00000156172",
1877
  "ENSG00000156206",
1878
  "ENSG00000156218",
1879
+ "ENSG00000156265",
1880
  "ENSG00000156345",
1881
  "ENSG00000156374",
1882
  "ENSG00000156381",
 
1891
  "ENSG00000156858",
1892
  "ENSG00000156958",
1893
  "ENSG00000156983",
 
1894
  "ENSG00000157017",
1895
  "ENSG00000157077",
1896
  "ENSG00000157110",
1897
  "ENSG00000157150",
1898
  "ENSG00000157152",
1899
+ "ENSG00000157224",
1900
  "ENSG00000157227",
1901
  "ENSG00000157240",
1902
  "ENSG00000157343",
 
1933
  "ENSG00000158270",
1934
  "ENSG00000158292",
1935
  "ENSG00000158352",
1936
+ "ENSG00000158423",
1937
  "ENSG00000158435",
1938
  "ENSG00000158457",
1939
  "ENSG00000158473",
1940
  "ENSG00000158481",
 
1941
  "ENSG00000158528",
1942
  "ENSG00000158555",
1943
  "ENSG00000158560",
 
1951
  "ENSG00000158813",
1952
  "ENSG00000158856",
1953
  "ENSG00000158863",
 
1954
  "ENSG00000159082",
1955
  "ENSG00000159164",
1956
  "ENSG00000159189",
1957
  "ENSG00000159214",
 
1958
  "ENSG00000159261",
 
1959
  "ENSG00000159348",
1960
  "ENSG00000159388",
1961
  "ENSG00000159403",
 
1963
  "ENSG00000159674",
1964
  "ENSG00000159714",
1965
  "ENSG00000159761",
 
1966
  "ENSG00000159882",
1967
  "ENSG00000159885",
1968
  "ENSG00000159905",
 
1973
  "ENSG00000160185",
1974
  "ENSG00000160188",
1975
  "ENSG00000160191",
1976
+ "ENSG00000160208",
1977
  "ENSG00000160219",
 
1978
  "ENSG00000160305",
1979
  "ENSG00000160307",
1980
  "ENSG00000160321",
 
1986
  "ENSG00000160588",
1987
  "ENSG00000160593",
1988
  "ENSG00000160602",
 
1989
  "ENSG00000160654",
 
1990
  "ENSG00000160781",
1991
  "ENSG00000160791",
1992
  "ENSG00000160803",
1993
  "ENSG00000160856",
1994
  "ENSG00000160883",
1995
+ "ENSG00000160972",
1996
  "ENSG00000160993",
1997
  "ENSG00000161011",
1998
  "ENSG00000161016",
 
2007
  "ENSG00000161395",
2008
  "ENSG00000161544",
2009
  "ENSG00000161551",
2010
+ "ENSG00000161610",
2011
  "ENSG00000161647",
2012
  "ENSG00000161664",
2013
  "ENSG00000161681",
 
2022
  "ENSG00000161960",
2023
  "ENSG00000162004",
2024
  "ENSG00000162078",
2025
+ "ENSG00000162139",
2026
+ "ENSG00000162148",
2027
  "ENSG00000162366",
2028
  "ENSG00000162390",
2029
  "ENSG00000162396",
 
2045
  "ENSG00000162645",
2046
  "ENSG00000162650",
2047
  "ENSG00000162654",
 
2048
  "ENSG00000162676",
 
2049
  "ENSG00000162692",
2050
  "ENSG00000162722",
2051
  "ENSG00000162733",
 
2057
  "ENSG00000162804",
2058
  "ENSG00000162814",
2059
  "ENSG00000162817",
 
2060
  "ENSG00000162849",
 
2061
  "ENSG00000162882",
2062
  "ENSG00000162929",
2063
  "ENSG00000162944",
2064
+ "ENSG00000162999",
2065
  "ENSG00000163013",
 
2066
  "ENSG00000163053",
2067
  "ENSG00000163069",
2068
  "ENSG00000163082",
 
2070
  "ENSG00000163106",
2071
  "ENSG00000163132",
2072
  "ENSG00000163141",
2073
+ "ENSG00000163155",
2074
  "ENSG00000163157",
2075
  "ENSG00000163161",
2076
  "ENSG00000163235",
2077
  "ENSG00000163251",
2078
  "ENSG00000163291",
2079
  "ENSG00000163354",
 
2080
  "ENSG00000163378",
2081
  "ENSG00000163380",
 
2082
  "ENSG00000163421",
2083
  "ENSG00000163430",
2084
  "ENSG00000163449",
2085
  "ENSG00000163462",
2086
  "ENSG00000163464",
2087
  "ENSG00000163472",
 
2088
  "ENSG00000163508",
2089
  "ENSG00000163516",
2090
  "ENSG00000163517",
 
2093
  "ENSG00000163521",
2094
  "ENSG00000163531",
2095
  "ENSG00000163534",
 
2096
  "ENSG00000163545",
2097
  "ENSG00000163554",
2098
  "ENSG00000163564",
 
2110
  "ENSG00000163683",
2111
  "ENSG00000163689",
2112
  "ENSG00000163702",
 
2113
  "ENSG00000163704",
2114
  "ENSG00000163734",
2115
  "ENSG00000163739",
 
2122
  "ENSG00000163827",
2123
  "ENSG00000163930",
2124
  "ENSG00000163935",
 
2125
  "ENSG00000164032",
2126
  "ENSG00000164035",
2127
  "ENSG00000164037",
 
2128
  "ENSG00000164053",
 
2129
  "ENSG00000164066",
 
2130
  "ENSG00000164070",
 
 
2131
  "ENSG00000164100",
2132
  "ENSG00000164104",
2133
  "ENSG00000164114",
2134
  "ENSG00000164116",
2135
  "ENSG00000164120",
2136
+ "ENSG00000164123",
2137
  "ENSG00000164125",
2138
  "ENSG00000164136",
2139
  "ENSG00000164142",
 
2171
  "ENSG00000164587",
2172
  "ENSG00000164591",
2173
  "ENSG00000164611",
2174
+ "ENSG00000164626",
2175
  "ENSG00000164627",
2176
  "ENSG00000164631",
2177
  "ENSG00000164659",
 
2179
  "ENSG00000164684",
2180
  "ENSG00000164695",
2181
  "ENSG00000164741",
 
 
 
2182
  "ENSG00000164850",
2183
  "ENSG00000164867",
2184
  "ENSG00000164879",
2185
  "ENSG00000164904",
2186
  "ENSG00000164929",
2187
  "ENSG00000164930",
 
2188
  "ENSG00000164951",
2189
  "ENSG00000164953",
2190
+ "ENSG00000164972",
2191
  "ENSG00000164983",
2192
  "ENSG00000165029",
2193
  "ENSG00000165071",
 
2197
  "ENSG00000165169",
2198
  "ENSG00000165171",
2199
  "ENSG00000165182",
2200
+ "ENSG00000165246",
2201
  "ENSG00000165259",
2202
  "ENSG00000165300",
2203
  "ENSG00000165323",
 
2225
  "ENSG00000165730",
2226
  "ENSG00000165795",
2227
  "ENSG00000165801",
2228
+ "ENSG00000165804",
2229
  "ENSG00000165832",
2230
  "ENSG00000165868",
2231
  "ENSG00000165891",
 
2244
  "ENSG00000166123",
2245
  "ENSG00000166126",
2246
  "ENSG00000166140",
 
2247
  "ENSG00000166153",
 
2248
  "ENSG00000166188",
2249
  "ENSG00000166189",
2250
  "ENSG00000166192",
 
2255
  "ENSG00000166313",
2256
  "ENSG00000166321",
2257
  "ENSG00000166323",
 
2258
  "ENSG00000166341",
2259
  "ENSG00000166342",
2260
  "ENSG00000166343",
 
2261
  "ENSG00000166387",
2262
  "ENSG00000166428",
2263
  "ENSG00000166444",
2264
+ "ENSG00000166446",
2265
+ "ENSG00000166450",
2266
  "ENSG00000166483",
2267
+ "ENSG00000166508",
2268
  "ENSG00000166510",
2269
  "ENSG00000166526",
 
2270
  "ENSG00000166562",
2271
  "ENSG00000166575",
2272
  "ENSG00000166598",
2273
  "ENSG00000166619",
2274
+ "ENSG00000166676",
2275
  "ENSG00000166707",
2276
  "ENSG00000166710",
2277
  "ENSG00000166716",
2278
  "ENSG00000166741",
 
2279
  "ENSG00000166750",
2280
  "ENSG00000166770",
2281
  "ENSG00000166793",
 
2288
  "ENSG00000166886",
2289
  "ENSG00000166887",
2290
  "ENSG00000166912",
 
2291
  "ENSG00000166928",
2292
  "ENSG00000166947",
2293
  "ENSG00000166963",
2294
  "ENSG00000167034",
2295
  "ENSG00000167037",
 
2296
  "ENSG00000167094",
2297
  "ENSG00000167103",
 
2298
  "ENSG00000167106",
2299
  "ENSG00000167107",
2300
  "ENSG00000167216",
2301
  "ENSG00000167232",
2302
  "ENSG00000167264",
2303
+ "ENSG00000167281",
2304
  "ENSG00000167291",
2305
  "ENSG00000167306",
2306
  "ENSG00000167333",
 
2312
  "ENSG00000167526",
2313
  "ENSG00000167535",
2314
  "ENSG00000167550",
 
2315
  "ENSG00000167555",
2316
  "ENSG00000167562",
 
2317
  "ENSG00000167600",
2318
  "ENSG00000167604",
2319
  "ENSG00000167608",
 
2335
  "ENSG00000167850",
2336
  "ENSG00000167851",
2337
  "ENSG00000167900",
2338
+ "ENSG00000167964",
2339
  "ENSG00000167967",
2340
  "ENSG00000167981",
 
2341
  "ENSG00000167994",
2342
  "ENSG00000167996",
2343
  "ENSG00000168003",
 
2354
  "ENSG00000168350",
2355
  "ENSG00000168389",
2356
  "ENSG00000168404",
 
2357
  "ENSG00000168477",
2358
  "ENSG00000168487",
2359
  "ENSG00000168496",
 
2365
  "ENSG00000168685",
2366
  "ENSG00000168754",
2367
  "ENSG00000168758",
 
2368
  "ENSG00000168778",
2369
  "ENSG00000168781",
2370
  "ENSG00000168792",
 
2371
  "ENSG00000168806",
 
2372
  "ENSG00000168824",
2373
  "ENSG00000168826",
2374
  "ENSG00000168827",
 
2377
  "ENSG00000168959",
2378
  "ENSG00000168994",
2379
  "ENSG00000168995",
 
2380
  "ENSG00000169045",
2381
  "ENSG00000169071",
 
2382
  "ENSG00000169122",
2383
  "ENSG00000169129",
2384
  "ENSG00000169131",
 
2397
  "ENSG00000169439",
2398
  "ENSG00000169507",
2399
  "ENSG00000169508",
 
2400
  "ENSG00000169598",
2401
  "ENSG00000169604",
2402
  "ENSG00000169607",
2403
  "ENSG00000169683",
2404
  "ENSG00000169704",
 
2405
  "ENSG00000169760",
2406
  "ENSG00000169855",
2407
  "ENSG00000169877",
 
2417
  "ENSG00000170145",
2418
  "ENSG00000170153",
2419
  "ENSG00000170180",
 
2420
  "ENSG00000170260",
2421
  "ENSG00000170264",
2422
  "ENSG00000170266",
 
2424
  "ENSG00000170289",
2425
  "ENSG00000170312",
2426
  "ENSG00000170315",
 
2427
  "ENSG00000170345",
2428
  "ENSG00000170379",
2429
  "ENSG00000170382",
2430
  "ENSG00000170412",
2431
  "ENSG00000170417",
2432
+ "ENSG00000170439",
2433
  "ENSG00000170458",
2434
  "ENSG00000170464",
2435
  "ENSG00000170476",
2436
  "ENSG00000170486",
2437
  "ENSG00000170509",
2438
  "ENSG00000170522",
2439
+ "ENSG00000170537",
2440
  "ENSG00000170540",
2441
  "ENSG00000170558",
2442
  "ENSG00000170615",
 
2448
  "ENSG00000170899",
2449
  "ENSG00000170903",
2450
  "ENSG00000170915",
 
2451
  "ENSG00000170955",
2452
  "ENSG00000170959",
2453
  "ENSG00000170962",
 
2460
  "ENSG00000171163",
2461
  "ENSG00000171169",
2462
  "ENSG00000171189",
2463
+ "ENSG00000171206",
2464
  "ENSG00000171219",
2465
  "ENSG00000171223",
2466
  "ENSG00000171224",
2467
  "ENSG00000171401",
 
2468
  "ENSG00000171444",
2469
  "ENSG00000171451",
2470
  "ENSG00000171476",
 
2471
  "ENSG00000171492",
2472
  "ENSG00000171502",
2473
  "ENSG00000171509",
 
2475
  "ENSG00000171595",
2476
  "ENSG00000171596",
2477
  "ENSG00000171617",
 
 
2478
  "ENSG00000171659",
 
2479
  "ENSG00000171729",
2480
  "ENSG00000171766",
2481
  "ENSG00000171806",
2482
  "ENSG00000171817",
2483
  "ENSG00000171827",
2484
  "ENSG00000171848",
2485
+ "ENSG00000171861",
 
2486
  "ENSG00000171877",
2487
  "ENSG00000171962",
2488
  "ENSG00000171970",
 
2495
  "ENSG00000172215",
2496
  "ENSG00000172236",
2497
  "ENSG00000172273",
 
2498
  "ENSG00000172331",
2499
  "ENSG00000172349",
2500
  "ENSG00000172361",
2501
  "ENSG00000172375",
2502
+ "ENSG00000172403",
 
2503
  "ENSG00000172476",
2504
  "ENSG00000172575",
2505
  "ENSG00000172594",
2506
  "ENSG00000172602",
2507
  "ENSG00000172638",
 
2508
  "ENSG00000172731",
2509
  "ENSG00000172732",
2510
  "ENSG00000172738",
 
2513
  "ENSG00000172780",
2514
  "ENSG00000172794",
2515
  "ENSG00000172819",
2516
+ "ENSG00000172824",
2517
  "ENSG00000172840",
2518
  "ENSG00000172878",
2519
  "ENSG00000172893",
2520
  "ENSG00000172915",
 
 
2521
  "ENSG00000173040",
2522
  "ENSG00000173068",
2523
  "ENSG00000173083",
 
2535
  "ENSG00000173531",
2536
  "ENSG00000173545",
2537
  "ENSG00000173548",
 
2538
  "ENSG00000173599",
2539
  "ENSG00000173614",
2540
  "ENSG00000173681",
 
2550
  "ENSG00000173988",
2551
  "ENSG00000174013",
2552
  "ENSG00000174032",
 
2553
  "ENSG00000174123",
2554
  "ENSG00000174125",
2555
  "ENSG00000174137",
2556
  "ENSG00000174151",
2557
+ "ENSG00000174171",
2558
  "ENSG00000174175",
 
2559
  "ENSG00000174292",
2560
  "ENSG00000174327",
2561
  "ENSG00000174405",
 
2580
  "ENSG00000174799",
2581
  "ENSG00000174827",
2582
  "ENSG00000174837",
 
2583
  "ENSG00000174898",
2584
  "ENSG00000174944",
2585
  "ENSG00000174951",
 
2586
  "ENSG00000175063",
2587
  "ENSG00000175084",
2588
  "ENSG00000175106",
2589
  "ENSG00000175137",
2590
  "ENSG00000175182",
2591
+ "ENSG00000175213",
2592
  "ENSG00000175274",
2593
  "ENSG00000175283",
2594
  "ENSG00000175287",
2595
  "ENSG00000175294",
2596
  "ENSG00000175322",
 
2597
  "ENSG00000175356",
2598
  "ENSG00000175414",
2599
  "ENSG00000175445",
 
2605
  "ENSG00000175691",
2606
  "ENSG00000175787",
2607
  "ENSG00000175906",
 
2608
  "ENSG00000175984",
2609
  "ENSG00000176018",
2610
  "ENSG00000176024",
 
2623
  "ENSG00000176571",
2624
  "ENSG00000176624",
2625
  "ENSG00000176658",
2626
+ "ENSG00000176659",
2627
  "ENSG00000176714",
2628
  "ENSG00000176749",
2629
  "ENSG00000176896",
 
2633
  "ENSG00000176994",
2634
  "ENSG00000177000",
2635
  "ENSG00000177025",
 
2636
  "ENSG00000177169",
2637
  "ENSG00000177191",
 
2638
  "ENSG00000177301",
 
2639
  "ENSG00000177406",
2640
  "ENSG00000177427",
2641
  "ENSG00000177432",
 
2658
  "ENSG00000177888",
2659
  "ENSG00000177917",
2660
  "ENSG00000177932",
 
2661
  "ENSG00000177954",
2662
  "ENSG00000177963",
2663
  "ENSG00000178026",
 
 
2664
  "ENSG00000178093",
2665
  "ENSG00000178150",
2666
  "ENSG00000178184",
2667
  "ENSG00000178209",
2668
  "ENSG00000178222",
 
2669
  "ENSG00000178229",
2670
  "ENSG00000178295",
2671
  "ENSG00000178301",
 
2672
  "ENSG00000178386",
2673
  "ENSG00000178404",
2674
  "ENSG00000178445",
2675
  "ENSG00000178460",
 
 
2676
  "ENSG00000178538",
2677
  "ENSG00000178562",
2678
  "ENSG00000178662",
2679
+ "ENSG00000178685",
2680
  "ENSG00000178700",
2681
  "ENSG00000178726",
2682
  "ENSG00000178789",
 
2684
  "ENSG00000178809",
2685
  "ENSG00000178814",
2686
  "ENSG00000178860",
2687
+ "ENSG00000178997",
2688
  "ENSG00000178999",
2689
+ "ENSG00000179041",
2690
  "ENSG00000179057",
2691
  "ENSG00000179083",
2692
  "ENSG00000179088",
2693
  "ENSG00000179163",
2694
  "ENSG00000179335",
2695
  "ENSG00000179348",
 
2696
  "ENSG00000179454",
2697
+ "ENSG00000179476",
2698
  "ENSG00000179542",
2699
  "ENSG00000179562",
2700
  "ENSG00000179583",
2701
  "ENSG00000179593",
 
2702
  "ENSG00000179604",
2703
  "ENSG00000179627",
2704
  "ENSG00000179630",
 
2708
  "ENSG00000179841",
2709
  "ENSG00000179859",
2710
  "ENSG00000179909",
 
2711
  "ENSG00000179941",
2712
+ "ENSG00000179965",
2713
  "ENSG00000180035",
2714
  "ENSG00000180044",
2715
  "ENSG00000180061",
 
2718
  "ENSG00000180340",
2719
  "ENSG00000180346",
2720
  "ENSG00000180479",
 
2721
  "ENSG00000180530",
2722
  "ENSG00000180537",
2723
  "ENSG00000180549",
 
2736
  "ENSG00000180884",
2737
  "ENSG00000180921",
2738
  "ENSG00000180938",
 
2739
  "ENSG00000181004",
2740
  "ENSG00000181007",
2741
  "ENSG00000181019",
 
2752
  "ENSG00000181322",
2753
  "ENSG00000181472",
2754
  "ENSG00000181523",
2755
+ "ENSG00000181638",
2756
  "ENSG00000181649",
2757
  "ENSG00000181652",
2758
  "ENSG00000181690",
2759
  "ENSG00000181744",
2760
  "ENSG00000181754",
 
2761
  "ENSG00000181830",
2762
  "ENSG00000181847",
2763
  "ENSG00000181856",
2764
  "ENSG00000181873",
2765
  "ENSG00000181896",
2766
  "ENSG00000181915",
 
2767
  "ENSG00000182057",
2768
  "ENSG00000182108",
2769
  "ENSG00000182141",
2770
  "ENSG00000182149",
2771
  "ENSG00000182173",
2772
  "ENSG00000182175",
 
2773
  "ENSG00000182253",
2774
  "ENSG00000182263",
2775
  "ENSG00000182318",
2776
  "ENSG00000182324",
2777
  "ENSG00000182326",
2778
+ "ENSG00000182389",
2779
  "ENSG00000182463",
2780
  "ENSG00000182481",
2781
  "ENSG00000182534",
2782
  "ENSG00000182544",
2783
  "ENSG00000182578",
 
2784
  "ENSG00000182636",
2785
  "ENSG00000182685",
2786
  "ENSG00000182700",
 
2789
  "ENSG00000182809",
2790
  "ENSG00000182810",
2791
  "ENSG00000182866",
2792
+ "ENSG00000182957",
2793
+ "ENSG00000182985",
2794
  "ENSG00000183044",
2795
  "ENSG00000183060",
 
2796
  "ENSG00000183091",
 
2797
  "ENSG00000183150",
2798
+ "ENSG00000183154",
2799
  "ENSG00000183166",
2800
  "ENSG00000183307",
2801
  "ENSG00000183309",
 
2812
  "ENSG00000183779",
2813
  "ENSG00000183784",
2814
  "ENSG00000183813",
 
2815
  "ENSG00000183914",
2816
  "ENSG00000183918",
2817
  "ENSG00000183977",
 
2820
  "ENSG00000184185",
2821
  "ENSG00000184194",
2822
  "ENSG00000184205",
 
2823
  "ENSG00000184226",
 
2824
  "ENSG00000184271",
2825
  "ENSG00000184281",
2826
  "ENSG00000184307",
2827
  "ENSG00000184349",
2828
  "ENSG00000184361",
2829
  "ENSG00000184368",
2830
+ "ENSG00000184441",
2831
  "ENSG00000184470",
2832
  "ENSG00000184497",
2833
  "ENSG00000184500",
 
2836
  "ENSG00000184602",
2837
  "ENSG00000184613",
2838
  "ENSG00000184675",
 
2839
  "ENSG00000184786",
2840
  "ENSG00000184860",
2841
  "ENSG00000184867",
 
2843
  "ENSG00000184949",
2844
  "ENSG00000184979",
2845
  "ENSG00000184986",
2846
+ "ENSG00000185010",
2847
  "ENSG00000185033",
2848
  "ENSG00000185053",
2849
  "ENSG00000185055",
 
2852
  "ENSG00000185100",
2853
  "ENSG00000185101",
2854
  "ENSG00000185112",
2855
+ "ENSG00000185127",
2856
  "ENSG00000185155",
2857
  "ENSG00000185220",
2858
  "ENSG00000185245",
 
2860
  "ENSG00000185250",
2861
  "ENSG00000185272",
2862
  "ENSG00000185274",
 
2863
  "ENSG00000185324",
2864
  "ENSG00000185339",
2865
  "ENSG00000185347",
2866
  "ENSG00000185386",
 
2867
  "ENSG00000185513",
2868
  "ENSG00000185515",
2869
  "ENSG00000185527",
2870
  "ENSG00000185561",
2871
  "ENSG00000185585",
2872
+ "ENSG00000185614",
2873
  "ENSG00000185621",
2874
  "ENSG00000185658",
2875
  "ENSG00000185674",
 
2876
  "ENSG00000185745",
2877
  "ENSG00000185800",
 
2878
  "ENSG00000185880",
2879
  "ENSG00000185900",
2880
  "ENSG00000185909",
 
2890
  "ENSG00000186088",
2891
  "ENSG00000186105",
2892
  "ENSG00000186193",
2893
+ "ENSG00000186260",
2894
  "ENSG00000186272",
2895
  "ENSG00000186281",
2896
  "ENSG00000186300",
 
2910
  "ENSG00000186567",
2911
  "ENSG00000186594",
2912
  "ENSG00000186628",
 
2913
  "ENSG00000186687",
2914
  "ENSG00000186792",
2915
  "ENSG00000186810",
 
2922
  "ENSG00000186994",
2923
  "ENSG00000187010",
2924
  "ENSG00000187017",
 
2925
  "ENSG00000187079",
2926
  "ENSG00000187091",
 
2927
  "ENSG00000187122",
2928
  "ENSG00000187164",
2929
  "ENSG00000187187",
 
2931
  "ENSG00000187240",
2932
  "ENSG00000187244",
2933
  "ENSG00000187323",
2934
+ "ENSG00000187325",
2935
  "ENSG00000187474",
2936
  "ENSG00000187479",
 
2937
  "ENSG00000187510",
2938
  "ENSG00000187513",
2939
  "ENSG00000187514",
2940
  "ENSG00000187535",
2941
  "ENSG00000187554",
 
2942
  "ENSG00000187583",
2943
  "ENSG00000187626",
2944
  "ENSG00000187650",
 
2950
  "ENSG00000187790",
2951
  "ENSG00000187800",
2952
  "ENSG00000187801",
2953
+ "ENSG00000187808",
2954
  "ENSG00000187815",
2955
  "ENSG00000187860",
2956
  "ENSG00000187862",
 
2964
  "ENSG00000187987",
2965
  "ENSG00000187997",
2966
  "ENSG00000188042",
 
 
2967
  "ENSG00000188185",
 
2968
  "ENSG00000188215",
2969
  "ENSG00000188229",
2970
  "ENSG00000188266",
 
2984
  "ENSG00000188761",
2985
  "ENSG00000188785",
2986
  "ENSG00000188822",
 
2987
  "ENSG00000188868",
2988
  "ENSG00000188869",
2989
  "ENSG00000188878",
2990
+ "ENSG00000188897",
2991
  "ENSG00000188916",
2992
  "ENSG00000188917",
2993
  "ENSG00000188997",
 
3016
  "ENSG00000196092",
3017
  "ENSG00000196104",
3018
  "ENSG00000196110",
3019
+ "ENSG00000196118",
3020
  "ENSG00000196139",
3021
  "ENSG00000196152",
3022
  "ENSG00000196155",
 
3034
  "ENSG00000196290",
3035
  "ENSG00000196296",
3036
  "ENSG00000196357",
3037
+ "ENSG00000196368",
3038
  "ENSG00000196376",
3039
  "ENSG00000196378",
3040
+ "ENSG00000196381",
3041
  "ENSG00000196415",
3042
  "ENSG00000196422",
3043
  "ENSG00000196428",
 
3047
  "ENSG00000196458",
3048
  "ENSG00000196460",
3049
  "ENSG00000196466",
 
3050
  "ENSG00000196503",
3051
  "ENSG00000196517",
3052
  "ENSG00000196550",
 
3054
  "ENSG00000196646",
3055
  "ENSG00000196652",
3056
  "ENSG00000196653",
3057
+ "ENSG00000196659",
3058
  "ENSG00000196664",
3059
  "ENSG00000196689",
3060
  "ENSG00000196700",
3061
  "ENSG00000196724",
3062
  "ENSG00000196741",
3063
  "ENSG00000196757",
 
3064
  "ENSG00000196810",
3065
  "ENSG00000196812",
3066
  "ENSG00000196814",
 
3075
  "ENSG00000197008",
3076
  "ENSG00000197013",
3077
  "ENSG00000197016",
3078
+ "ENSG00000197024",
3079
  "ENSG00000197044",
3080
  "ENSG00000197050",
3081
  "ENSG00000197054",
3082
  "ENSG00000197056",
 
3083
  "ENSG00000197061",
3084
  "ENSG00000197062",
3085
  "ENSG00000197099",
 
3103
  "ENSG00000197497",
3104
  "ENSG00000197506",
3105
  "ENSG00000197520",
3106
+ "ENSG00000197557",
3107
  "ENSG00000197561",
3108
  "ENSG00000197562",
3109
  "ENSG00000197566",
 
3111
  "ENSG00000197580",
3112
  "ENSG00000197594",
3113
  "ENSG00000197599",
 
3114
  "ENSG00000197619",
3115
  "ENSG00000197629",
3116
  "ENSG00000197635",
 
3119
  "ENSG00000197713",
3120
  "ENSG00000197714",
3121
  "ENSG00000197748",
3122
+ "ENSG00000197808",
3123
  "ENSG00000197816",
3124
  "ENSG00000197837",
3125
  "ENSG00000197841",
 
3128
  "ENSG00000197879",
3129
  "ENSG00000197888",
3130
  "ENSG00000197892",
3131
+ "ENSG00000197905",
3132
  "ENSG00000197933",
3133
  "ENSG00000197937",
3134
  "ENSG00000197948",
3135
  "ENSG00000197951",
 
3136
  "ENSG00000197992",
 
3137
  "ENSG00000198040",
3138
  "ENSG00000198060",
3139
  "ENSG00000198075",
3140
  "ENSG00000198088",
3141
  "ENSG00000198089",
3142
+ "ENSG00000198093",
3143
  "ENSG00000198108",
3144
  "ENSG00000198131",
3145
  "ENSG00000198133",
 
3156
  "ENSG00000198453",
3157
  "ENSG00000198483",
3158
  "ENSG00000198515",
 
3159
  "ENSG00000198542",
3160
  "ENSG00000198551",
3161
  "ENSG00000198554",
 
3165
  "ENSG00000198682",
3166
  "ENSG00000198689",
3167
  "ENSG00000198690",
 
3168
  "ENSG00000198712",
 
3169
  "ENSG00000198727",
3170
  "ENSG00000198746",
3171
  "ENSG00000198752",
 
3185
  "ENSG00000198885",
3186
  "ENSG00000198886",
3187
  "ENSG00000198888",
 
3188
  "ENSG00000198899",
3189
  "ENSG00000198917",
3190
  "ENSG00000198919",
 
3197
  "ENSG00000198948",
3198
  "ENSG00000198954",
3199
  "ENSG00000198959",
 
3200
  "ENSG00000203326",
3201
  "ENSG00000203356",
3202
  "ENSG00000203724",
3203
  "ENSG00000203734",
3204
  "ENSG00000203747",
3205
+ "ENSG00000203780",
3206
  "ENSG00000203797",
3207
  "ENSG00000203805",
3208
  "ENSG00000203867",
 
3211
  "ENSG00000203963",
3212
  "ENSG00000203965",
3213
  "ENSG00000203993",
 
3214
  "ENSG00000204070",
3215
  "ENSG00000204086",
3216
  "ENSG00000204103",
3217
  "ENSG00000204116",
 
3218
  "ENSG00000204147",
3219
  "ENSG00000204161",
3220
  "ENSG00000204186",
 
3225
  "ENSG00000204277",
3226
  "ENSG00000204287",
3227
  "ENSG00000204301",
3228
+ "ENSG00000204305",
3229
  "ENSG00000204323",
3230
  "ENSG00000204389",
3231
  "ENSG00000204390",
 
3238
  "ENSG00000204611",
3239
  "ENSG00000204628",
3240
  "ENSG00000204644",
 
 
3241
  "ENSG00000204740",
3242
  "ENSG00000204839",
3243
  "ENSG00000204920",
3244
  "ENSG00000204934",
3245
  "ENSG00000204947",
3246
  "ENSG00000205056",
 
3247
  "ENSG00000205085",
3248
  "ENSG00000205181",
3249
  "ENSG00000205213",
3250
  "ENSG00000205221",
 
3251
  "ENSG00000205464",
3252
  "ENSG00000205517",
3253
  "ENSG00000205542",
3254
  "ENSG00000205611",
3255
+ "ENSG00000205622",
3256
  "ENSG00000205643",
3257
  "ENSG00000205659",
3258
  "ENSG00000205683",
 
3260
  "ENSG00000205744",
3261
  "ENSG00000205791",
3262
  "ENSG00000205809",
3263
+ "ENSG00000205838",
3264
  "ENSG00000205853",
3265
  "ENSG00000205913",
3266
+ "ENSG00000205929",
3267
  "ENSG00000205978",
3268
  "ENSG00000206140",
3269
  "ENSG00000206172",
 
3278
  "ENSG00000211445",
3279
  "ENSG00000211460",
3280
  "ENSG00000212743",
 
3281
  "ENSG00000212916",
3282
  "ENSG00000213085",
3283
  "ENSG00000213088",
3284
+ "ENSG00000213139",
3285
  "ENSG00000213190",
3286
  "ENSG00000213203",
3287
  "ENSG00000213214",
 
3303
  "ENSG00000213937",
3304
  "ENSG00000213949",
3305
  "ENSG00000213988",
 
3306
  "ENSG00000214193",
3307
  "ENSG00000214226",
3308
  "ENSG00000214357",
 
3312
  "ENSG00000214595",
3313
  "ENSG00000214652",
3314
  "ENSG00000214655",
3315
+ "ENSG00000214708",
3316
  "ENSG00000214711",
3317
  "ENSG00000214827",
3318
  "ENSG00000214870",
3319
+ "ENSG00000215014",
3320
+ "ENSG00000215022",
3321
  "ENSG00000215045",
3322
  "ENSG00000215251",
 
3323
  "ENSG00000215277",
3324
  "ENSG00000215305",
3325
  "ENSG00000215374",
 
3329
  "ENSG00000215883",
3330
  "ENSG00000216863",
3331
  "ENSG00000218018",
 
3332
  "ENSG00000218357",
 
3333
  "ENSG00000221886",
3334
  "ENSG00000221890",
3335
  "ENSG00000221909",
3336
  "ENSG00000221916",
 
3337
  "ENSG00000221944",
3338
  "ENSG00000221949",
3339
  "ENSG00000221955",
 
3340
  "ENSG00000221990",
3341
  "ENSG00000221994",
3342
  "ENSG00000222005",
 
3344
  "ENSG00000223547",
3345
  "ENSG00000223552",
3346
  "ENSG00000223609",
3347
+ "ENSG00000223704",
3348
  "ENSG00000223715",
3349
  "ENSG00000223749",
 
3350
  "ENSG00000224152",
3351
  "ENSG00000224164",
3352
  "ENSG00000224177",
 
3357
  "ENSG00000224418",
3358
  "ENSG00000224429",
3359
  "ENSG00000224531",
3360
+ "ENSG00000224635",
3361
+ "ENSG00000224738",
3362
+ "ENSG00000224746",
3363
  "ENSG00000224790",
3364
  "ENSG00000224843",
3365
  "ENSG00000224903",
 
3369
  "ENSG00000225177",
3370
  "ENSG00000225265",
3371
  "ENSG00000225342",
 
3372
  "ENSG00000225465",
3373
  "ENSG00000225526",
3374
  "ENSG00000225535",
3375
  "ENSG00000225611",
3376
+ "ENSG00000225643",
3377
  "ENSG00000225697",
3378
  "ENSG00000225746",
3379
+ "ENSG00000225762",
3380
  "ENSG00000225793",
3381
  "ENSG00000225828",
3382
  "ENSG00000225937",
3383
  "ENSG00000225938",
3384
  "ENSG00000225945",
3385
+ "ENSG00000225963",
3386
  "ENSG00000225964",
3387
  "ENSG00000225975",
3388
  "ENSG00000226009",
 
3389
  "ENSG00000226312",
3390
  "ENSG00000226476",
3391
  "ENSG00000226479",
3392
  "ENSG00000226581",
 
 
3393
  "ENSG00000226674",
3394
  "ENSG00000226711",
 
3395
  "ENSG00000226763",
3396
  "ENSG00000226791",
3397
+ "ENSG00000226816",
3398
  "ENSG00000226833",
3399
+ "ENSG00000226849",
3400
  "ENSG00000226856",
3401
  "ENSG00000226979",
3402
  "ENSG00000227036",
 
3403
  "ENSG00000227117",
3404
  "ENSG00000227155",
3405
  "ENSG00000227165",
3406
  "ENSG00000227252",
 
3407
  "ENSG00000227268",
3408
+ "ENSG00000227345",
3409
+ "ENSG00000227388",
3410
  "ENSG00000227502",
3411
  "ENSG00000227533",
3412
  "ENSG00000227630",
3413
  "ENSG00000227740",
3414
  "ENSG00000228063",
3415
+ "ENSG00000228084",
3416
  "ENSG00000228109",
3417
  "ENSG00000228126",
3418
+ "ENSG00000228172",
3419
  "ENSG00000228192",
3420
  "ENSG00000228221",
3421
  "ENSG00000228223",
3422
+ "ENSG00000228274",
3423
  "ENSG00000228414",
3424
+ "ENSG00000228509",
3425
  "ENSG00000228526",
 
3426
  "ENSG00000228677",
3427
  "ENSG00000228701",
 
3428
  "ENSG00000228784",
3429
  "ENSG00000228801",
3430
+ "ENSG00000228863",
3431
  "ENSG00000228878",
3432
  "ENSG00000228889",
3433
  "ENSG00000228918",
 
3435
  "ENSG00000229056",
3436
  "ENSG00000229127",
3437
  "ENSG00000229236",
3438
+ "ENSG00000229308",
3439
  "ENSG00000229334",
3440
+ "ENSG00000229425",
3441
  "ENSG00000229666",
 
3442
  "ENSG00000230013",
3443
  "ENSG00000230082",
3444
  "ENSG00000230091",
 
3450
  "ENSG00000230448",
3451
  "ENSG00000230487",
3452
  "ENSG00000230489",
3453
+ "ENSG00000230510",
3454
  "ENSG00000230555",
3455
  "ENSG00000230613",
3456
+ "ENSG00000230615",
3457
+ "ENSG00000230641",
3458
+ "ENSG00000230648",
3459
  "ENSG00000230679",
3460
  "ENSG00000230749",
3461
  "ENSG00000230797",
3462
  "ENSG00000230817",
3463
+ "ENSG00000230844",
3464
  "ENSG00000231028",
3465
  "ENSG00000231105",
3466
  "ENSG00000231177",
3467
  "ENSG00000231233",
3468
  "ENSG00000231389",
3469
  "ENSG00000231507",
3470
+ "ENSG00000231566",
3471
  "ENSG00000231680",
3472
  "ENSG00000231689",
3473
+ "ENSG00000231760",
3474
+ "ENSG00000232053",
3475
  "ENSG00000232310",
3476
  "ENSG00000232354",
3477
  "ENSG00000232453",
 
3478
  "ENSG00000232593",
3479
  "ENSG00000232613",
 
3480
  "ENSG00000232810",
3481
+ "ENSG00000232811",
3482
  "ENSG00000232859",
3483
  "ENSG00000232912",
3484
+ "ENSG00000232934",
3485
  "ENSG00000232973",
3486
  "ENSG00000233008",
3487
  "ENSG00000233038",
 
3489
  "ENSG00000233101",
3490
  "ENSG00000233175",
3491
  "ENSG00000233220",
3492
+ "ENSG00000233230",
3493
  "ENSG00000233334",
3494
  "ENSG00000233355",
3495
  "ENSG00000233436",
3496
+ "ENSG00000233621",
3497
  "ENSG00000233672",
3498
  "ENSG00000233723",
3499
+ "ENSG00000233785",
3500
  "ENSG00000233791",
 
3501
  "ENSG00000233896",
3502
  "ENSG00000233930",
3503
+ "ENSG00000233968",
3504
+ "ENSG00000234147",
3505
  "ENSG00000234284",
3506
  "ENSG00000234336",
3507
  "ENSG00000234432",
 
3513
  "ENSG00000234690",
3514
  "ENSG00000234694",
3515
  "ENSG00000234707",
3516
+ "ENSG00000234719",
3517
  "ENSG00000234771",
3518
  "ENSG00000234883",
3519
  "ENSG00000234948",
3520
  "ENSG00000235016",
3521
+ "ENSG00000235034",
3522
  "ENSG00000235092",
3523
  "ENSG00000235106",
3524
  "ENSG00000235159",
3525
  "ENSG00000235172",
 
3526
  "ENSG00000235191",
3527
  "ENSG00000235194",
3528
+ "ENSG00000235319",
3529
  "ENSG00000235397",
3530
  "ENSG00000235481",
3531
  "ENSG00000235527",
 
3532
  "ENSG00000235531",
3533
  "ENSG00000235532",
3534
  "ENSG00000235590",
3535
  "ENSG00000235621",
3536
+ "ENSG00000235703",
3537
  "ENSG00000235740",
3538
+ "ENSG00000235852",
3539
  "ENSG00000235888",
3540
  "ENSG00000235897",
3541
  "ENSG00000235910",
3542
  "ENSG00000235947",
3543
  "ENSG00000235989",
3544
+ "ENSG00000236008",
3545
  "ENSG00000236104",
3546
  "ENSG00000236137",
3547
  "ENSG00000236144",
3548
  "ENSG00000236200",
3549
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