diff --git a/.github/workflows/tests.yaml b/.github/workflows/tests.yaml new file mode 100644 index 0000000..733e171 --- /dev/null +++ b/.github/workflows/tests.yaml @@ -0,0 +1,26 @@ +name: Python tests + +on: [push, pull_request] + +jobs: + run-tests: + name: Run Python tests + runs-on: ubuntu-latest + + steps: + - name: Check out Git repository + uses: actions/checkout@v2 + + - name: Set up Python + uses: actions/setup-python@v1 + with: + python-version: 3.6 + + - name: Setup conda environment + run: | + $CONDA/bin/conda env update --file environment.yml --name base + $CONDA/bin/pip install -e . + + - name: Run tests + run: | + $CONDA/bin/pytest tests/ diff --git a/.gitignore b/.gitignore index 8fae8b4..0ddb8b4 100644 --- a/.gitignore +++ b/.gitignore @@ -1,4 +1,6 @@ **/__pycache__/* **/.ipynb_checkpoints/* +*.egg-info* -data/* +data/EBPlusPlusAdjustPANCAN_IlluminaHiSeq_RNASeqV2-v2.geneExp.tsv +data/*.gz diff --git a/download_data.ipynb b/00_download_data.ipynb similarity index 82% rename from download_data.ipynb rename to 00_download_data.ipynb index 519d42c..73aca6f 100644 --- a/download_data.ipynb +++ b/00_download_data.ipynb @@ -19,7 +19,7 @@ "import pandas as pd\n", "from urllib.request import urlretrieve\n", "\n", - "import config as cfg" + "import pancancer_utilities.config as cfg" ] }, { @@ -752,7 +752,7 @@ "metadata": {}, "outputs": [], "source": [ - "expr_file = os.path.join(cfg.data_dir, 'tcga_expression_matrix_processed.tsv')\n", + "expr_file = os.path.join(cfg.data_dir, 'tcga_expression_matrix_processed.tsv.gz')\n", "tcga_expr_df.to_csv(expr_file, sep='\\t', compression='gzip', float_format='%.3g')" ] }, @@ -1430,6 +1430,288 @@ "cancertype_count_df" ] }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Subsample expression dataframe for unit testing" + ] + }, + { + "cell_type": "code", + "execution_count": 21, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "(1106, 100)\n" + ] + }, + { + "data": { + "text/html": [ + "
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gene_id613037347148108685123310782180495532893558276165...2031025125912753423398167153102768414634905337379991
sample_id
TCGA-D8-A27E-0112.05960.0000714.7071.4398257.4331.1518496.7240.28801313.0807585.92...16.4135192.9310.0000298.61101002.9503612.70834.49703253.621557.5601049.600
TCGA-AF-A56N-01101.90000.4044649.0090.8087252.3251.6175535.3820.0000890.41710779.20...29.1144348.96992.6001410.8370912.2524926.81828.95304164.981630.410389.001
TCGA-CN-6010-013.42111.1404677.3730.3801221.9902.6608327.2833.80121851.56014198.20...1.5205303.336117.4570302.5750560.6773481.90702.46102825.05969.686522.284
TCGA-49-4512-0182.24443.0746640.2771.5373566.48713.0669352.8053.07461641.8107758.65...0.7686466.5646.1491326.6720820.9071753.27582.62906768.642366.6401169.870
TCGA-V4-A9E8-012.91654.94321256.5500.0000165.101119.6240453.7810.9886482.4524616.91...11.8636576.3720.000098.8631183.88572.1793.91999853.681715.270376.668
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" + ], + "text/plain": [ + "gene_id 613037 347148 10868 51233 10782 1804 \\\n", + "sample_id \n", + "TCGA-D8-A27E-01 12.0596 0.0000 714.707 1.4398 257.433 1.1518 \n", + "TCGA-AF-A56N-01 101.9000 0.4044 649.009 0.8087 252.325 1.6175 \n", + "TCGA-CN-6010-01 3.4211 1.1404 677.373 0.3801 221.990 2.6608 \n", + "TCGA-49-4512-01 82.2444 3.0746 640.277 1.5373 566.487 13.0669 \n", + "TCGA-V4-A9E8-01 2.9165 4.9432 1256.550 0.0000 165.101 119.6240 \n", + "\n", + "gene_id 9553 2893 55827 6165 ... 203102 51259 \\\n", + "sample_id ... \n", + "TCGA-D8-A27E-01 496.724 0.2880 1313.080 7585.92 ... 16.4135 192.931 \n", + "TCGA-AF-A56N-01 535.382 0.0000 890.417 10779.20 ... 29.1144 348.969 \n", + "TCGA-CN-6010-01 327.283 3.8012 1851.560 14198.20 ... 1.5205 303.336 \n", + "TCGA-49-4512-01 352.805 3.0746 1641.810 7758.65 ... 0.7686 466.564 \n", + "TCGA-V4-A9E8-01 453.781 0.9886 482.452 4616.91 ... 11.8636 576.372 \n", + "\n", + "gene_id 127534 23398 167153 10276 84146 3490 \\\n", + "sample_id \n", + "TCGA-D8-A27E-01 0.0000 298.6110 1002.950 3612.70 834.4970 3253.62 \n", + "TCGA-AF-A56N-01 92.6001 410.8370 912.252 4926.81 828.9530 4164.98 \n", + "TCGA-CN-6010-01 117.4570 302.5750 560.677 3481.90 702.4610 2825.05 \n", + "TCGA-49-4512-01 6.1491 326.6720 820.907 1753.27 582.6290 6768.64 \n", + "TCGA-V4-A9E8-01 0.0000 98.8631 183.885 72.17 93.9199 9853.68 \n", + "\n", + "gene_id 53373 79991 \n", + "sample_id \n", + "TCGA-D8-A27E-01 1557.560 1049.600 \n", + "TCGA-AF-A56N-01 1630.410 389.001 \n", + "TCGA-CN-6010-01 969.686 522.284 \n", + "TCGA-49-4512-01 2366.640 1169.870 \n", + "TCGA-V4-A9E8-01 1715.270 376.668 \n", + "\n", + "[5 rows x 100 columns]" + ] + }, + "execution_count": 21, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "# We want the subsampled data to have representation of most cancer types\n", + "# We can use stratified cross-validation to make sure of this\n", + "from sklearn.model_selection import train_test_split\n", + "_, subsample_df = train_test_split(tcga_expr_df,\n", + " test_size=0.1,\n", + " random_state=cfg.default_seed,\n", + " stratify=tcga_id.stratify_samples_count)\n", + "\n", + "# Also subsample genes, otherwise file size blows up\n", + "subsample_df = subsample_df.sample(n=100, axis=1, random_state=cfg.default_seed)\n", + "\n", + "print(subsample_df.shape)\n", + "subsample_df.head()" + ] + }, + { + "cell_type": "code", + "execution_count": 22, + "metadata": {}, + "outputs": [], + "source": [ + "if not os.path.exists(cfg.test_data_dir):\n", + " os.makedirs(cfg.test_data_dir)\n", + "subsample_df.to_csv(cfg.test_expression, sep='\\t', \n", + " compression='gzip', float_format='%.3g')" + ] + }, { "cell_type": "code", "execution_count": null, diff --git a/README.md b/README.md index 6fa56ca..fa26812 100644 --- a/README.md +++ b/README.md @@ -13,3 +13,26 @@ or alternatively whether its effect is specific to a particular cancer type. More to come. +## Setup + +We recommend using the conda environment specified in the `environment.yml` file to run these analyses. To build and activate this environment, run: + +```shell +# conda version 4.5.0 +conda env create --file environment.yml + +conda activate pancancer-evaluation +``` + +## Running tests + +Running the tests requires the `pytest` module (included in the specified +Conda environment). Once this module is installed, you can run the tests +by executing the command + +```shell +pytest tests/ +``` + +from the repo root. + diff --git a/config.py b/config.py deleted file mode 100644 index 091b824..0000000 --- a/config.py +++ /dev/null @@ -1,27 +0,0 @@ -import pathlib - -# home is where the file is -repo_root = pathlib.Path(__file__).parents[0] - -# important subdirectories -data_dir = repo_root.joinpath('data').resolve() - -# location of saved expression data -pancan_data = data_dir.joinpath('pancancer_data.pkl').resolve() -mad_data = data_dir.joinpath('tcga_mad_genes.tsv').resolve() -sample_counts = data_dir.joinpath('tcga_sample_counts.tsv').resolve() -sample_info = data_dir.joinpath('tcga_sample_identifiers.tsv').resolve() - -# parameters for classification using raw gene expression -num_features_raw = 8000 - -# hyperparameters for classification experiments -filter_prop = 0.05 -filter_count = 15 -folds = 3 -max_iter = 200 -alphas = [0.1, 0.13, 0.15, 0.2, 0.25, 0.3] -l1_ratios = [0.15, 0.16, 0.2, 0.25, 0.3, 0.4] - -# default seed for random number generator -default_seed = 42 diff --git a/data/tcga_sample_counts.tsv b/data/tcga_sample_counts.tsv new file mode 100644 index 0000000..8bd7c81 --- /dev/null +++ b/data/tcga_sample_counts.tsv @@ -0,0 +1,34 @@ +cancertype n = +BRCA 1218 +KIRC 606 +LUAD 576 +THCA 572 +UCEC 567 +HNSC 566 +LUSC 553 +PRAD 550 +LGG 530 +COAD 495 +SKCM 474 +STAD 450 +BLCA 427 +LIHC 423 +KIRP 323 +CESC 310 +OV 308 +SARC 265 +ESCA 196 +PCPG 187 +PAAD 183 +LAML 173 +GBM 172 +READ 171 +TGCT 156 +THYM 122 +KICH 91 +MESO 87 +UVM 80 +ACC 79 +UCS 57 +DLBC 48 +CHOL 45 diff --git a/data/tcga_sample_identifiers.tsv b/data/tcga_sample_identifiers.tsv new file mode 100644 index 0000000..7efe21c --- /dev/null +++ b/data/tcga_sample_identifiers.tsv @@ -0,0 +1,11061 @@ +sample_id sample_type cancer_type id_for_stratification +TCGA-02-0047-01 Primary Solid Tumor GBM GBMPrimary Solid Tumor +TCGA-02-0055-01 Primary Solid Tumor GBM GBMPrimary 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BRCAPrimary Solid Tumor +TCGA-A2-A0CL-01 Primary Solid Tumor BRCA BRCAPrimary Solid Tumor +TCGA-A2-A0CM-01 Primary Solid Tumor BRCA BRCAPrimary Solid Tumor +TCGA-A2-A0CO-01 Primary Solid Tumor BRCA BRCAPrimary Solid Tumor +TCGA-A2-A0CP-01 Primary Solid Tumor BRCA BRCAPrimary Solid Tumor +TCGA-A2-A0CQ-01 Primary Solid Tumor BRCA BRCAPrimary Solid Tumor +TCGA-A2-A0CR-01 Primary Solid Tumor BRCA BRCAPrimary Solid Tumor +TCGA-A2-A0CS-01 Primary Solid Tumor BRCA BRCAPrimary Solid Tumor +TCGA-A2-A0CT-01 Primary Solid Tumor BRCA BRCAPrimary Solid Tumor +TCGA-A2-A0CU-01 Primary Solid Tumor BRCA BRCAPrimary Solid Tumor +TCGA-A2-A0CV-01 Primary Solid Tumor BRCA BRCAPrimary Solid Tumor +TCGA-A2-A0CW-01 Primary Solid Tumor BRCA BRCAPrimary Solid Tumor +TCGA-A2-A0CX-01 Primary Solid Tumor BRCA BRCAPrimary Solid Tumor +TCGA-A2-A0CY-01 Primary Solid Tumor BRCA BRCAPrimary Solid Tumor +TCGA-A2-A0CZ-01 Primary Solid Tumor BRCA BRCAPrimary Solid Tumor +TCGA-A2-A0D0-01 Primary Solid Tumor BRCA 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Solid Tumor UCEC UCECPrimary Solid Tumor +TCGA-BG-A0MA-01 Primary Solid Tumor UCEC UCECPrimary Solid Tumor +TCGA-BG-A0MC-01 Primary Solid Tumor UCEC UCECPrimary Solid Tumor +TCGA-BG-A0MG-01 Primary Solid Tumor UCEC UCECPrimary Solid Tumor +TCGA-BG-A0MH-01 Primary Solid Tumor UCEC UCECPrimary Solid Tumor +TCGA-BG-A0MI-01 Primary Solid Tumor UCEC UCECPrimary Solid Tumor +TCGA-BG-A0MK-01 Primary Solid Tumor UCEC UCECPrimary Solid Tumor +TCGA-BG-A0MO-01 Primary Solid Tumor UCEC UCECPrimary Solid Tumor +TCGA-BG-A0MQ-01 Primary Solid Tumor UCEC UCECPrimary Solid Tumor +TCGA-BG-A0MT-01 Primary Solid Tumor UCEC UCECPrimary Solid Tumor +TCGA-BG-A0MU-01 Primary Solid Tumor UCEC UCECPrimary Solid Tumor +TCGA-BG-A0RY-01 Primary Solid Tumor UCEC UCECPrimary Solid Tumor +TCGA-BG-A0VT-01 Primary Solid Tumor UCEC UCECPrimary Solid Tumor +TCGA-BG-A0VV-01 Primary Solid Tumor UCEC UCECPrimary Solid Tumor +TCGA-BG-A0VW-01 Primary Solid Tumor UCEC UCECPrimary Solid Tumor +TCGA-BG-A0VX-01 Primary Solid Tumor UCEC UCECPrimary Solid Tumor +TCGA-BG-A0VZ-01 Primary Solid Tumor UCEC UCECPrimary Solid Tumor +TCGA-BG-A0W1-01 Primary Solid Tumor UCEC UCECPrimary Solid Tumor +TCGA-BG-A0W2-01 Primary Solid Tumor UCEC UCECPrimary Solid Tumor +TCGA-BG-A0YU-01 Primary Solid Tumor UCEC UCECPrimary Solid Tumor +TCGA-BG-A0YV-01 Primary Solid Tumor UCEC UCECPrimary Solid Tumor +TCGA-BG-A186-01 Primary Solid Tumor UCEC UCECPrimary Solid Tumor +TCGA-BG-A187-01 Primary Solid Tumor UCEC UCECPrimary Solid Tumor +TCGA-BG-A18A-01 Primary Solid Tumor UCEC UCECPrimary Solid Tumor +TCGA-BG-A18B-01 Primary Solid Tumor UCEC UCECPrimary Solid Tumor +TCGA-BG-A18C-01 Primary Solid Tumor UCEC UCECPrimary Solid Tumor +TCGA-BG-A222-01 Primary Solid Tumor UCEC UCECPrimary Solid Tumor +TCGA-BG-A2AD-01 Primary Solid Tumor UCEC UCECPrimary Solid Tumor +TCGA-BG-A2AD-11 Solid Tissue Normal UCEC UCECSolid Tissue Normal +TCGA-BG-A2AE-01 Primary Solid Tumor UCEC UCECPrimary Solid Tumor +TCGA-BG-A2L7-01 Primary Solid Tumor UCEC UCECPrimary Solid Tumor +TCGA-BG-A3EW-01 Primary Solid Tumor UCEC UCECPrimary Solid Tumor +TCGA-BG-A3EW-11 Solid Tissue Normal UCEC UCECSolid Tissue Normal +TCGA-BG-A3PP-01 Primary Solid Tumor UCEC UCECPrimary Solid Tumor +TCGA-BG-A3PP-11 Solid Tissue Normal UCEC UCECSolid Tissue Normal +TCGA-BH-A0AU-01 Primary Solid Tumor BRCA BRCAPrimary Solid Tumor +TCGA-BH-A0AU-11 Solid Tissue Normal BRCA BRCASolid Tissue Normal +TCGA-BH-A0AV-01 Primary Solid Tumor BRCA BRCAPrimary Solid Tumor +TCGA-BH-A0AW-01 Primary Solid Tumor BRCA BRCAPrimary Solid Tumor +TCGA-BH-A0AY-01 Primary Solid Tumor BRCA BRCAPrimary Solid Tumor +TCGA-BH-A0AY-11 Solid Tissue Normal BRCA BRCASolid Tissue Normal +TCGA-BH-A0AZ-01 Primary Solid Tumor BRCA BRCAPrimary Solid Tumor +TCGA-BH-A0AZ-11 Solid Tissue Normal BRCA BRCASolid Tissue Normal +TCGA-BH-A0B0-01 Primary Solid Tumor BRCA BRCAPrimary Solid Tumor +TCGA-BH-A0B1-01 Primary Solid Tumor BRCA BRCAPrimary Solid Tumor +TCGA-BH-A0B2-01 Primary Solid Tumor BRCA BRCAPrimary Solid Tumor +TCGA-BH-A0B2-11 Solid Tissue Normal BRCA BRCASolid Tissue Normal +TCGA-BH-A0B3-01 Primary Solid Tumor BRCA BRCAPrimary Solid Tumor +TCGA-BH-A0B3-11 Solid Tissue Normal BRCA BRCASolid Tissue Normal +TCGA-BH-A0B4-01 Primary Solid Tumor BRCA BRCAPrimary Solid Tumor +TCGA-BH-A0B5-01 Primary Solid Tumor BRCA BRCAPrimary Solid Tumor +TCGA-BH-A0B5-11 Solid Tissue Normal BRCA BRCASolid Tissue Normal +TCGA-BH-A0B6-01 Primary Solid Tumor BRCA BRCAPrimary Solid Tumor +TCGA-BH-A0B7-01 Primary Solid Tumor BRCA BRCAPrimary Solid Tumor +TCGA-BH-A0B7-11 Solid Tissue Normal BRCA BRCASolid Tissue Normal +TCGA-BH-A0B8-01 Primary Solid Tumor BRCA BRCAPrimary Solid Tumor +TCGA-BH-A0B8-11 Solid Tissue Normal BRCA BRCASolid Tissue Normal +TCGA-BH-A0B9-01 Primary Solid Tumor BRCA BRCAPrimary Solid Tumor +TCGA-BH-A0BA-01 Primary Solid Tumor BRCA BRCAPrimary Solid Tumor +TCGA-BH-A0BA-11 Solid Tissue Normal BRCA BRCASolid Tissue Normal +TCGA-BH-A0BC-01 Primary Solid Tumor BRCA BRCAPrimary Solid Tumor +TCGA-BH-A0BC-11 Solid Tissue Normal BRCA BRCASolid Tissue Normal +TCGA-BH-A0BD-01 Primary Solid Tumor BRCA BRCAPrimary Solid Tumor +TCGA-BH-A0BF-01 Primary Solid Tumor BRCA BRCAPrimary Solid Tumor +TCGA-BH-A0BG-01 Primary Solid Tumor BRCA BRCAPrimary Solid Tumor +TCGA-BH-A0BJ-01 Primary Solid Tumor BRCA BRCAPrimary Solid Tumor +TCGA-BH-A0BJ-11 Solid Tissue Normal BRCA BRCASolid Tissue Normal +TCGA-BH-A0BL-01 Primary Solid Tumor BRCA BRCAPrimary Solid Tumor +TCGA-BH-A0BM-01 Primary Solid Tumor BRCA BRCAPrimary Solid Tumor +TCGA-BH-A0BM-11 Solid Tissue Normal BRCA BRCASolid Tissue Normal +TCGA-BH-A0BO-01 Primary Solid Tumor BRCA BRCAPrimary Solid Tumor +TCGA-BH-A0BP-01 Primary Solid Tumor BRCA BRCAPrimary Solid Tumor +TCGA-BH-A0BQ-01 Primary Solid Tumor BRCA BRCAPrimary Solid Tumor +TCGA-BH-A0BQ-11 Solid Tissue Normal BRCA BRCASolid Tissue Normal +TCGA-BH-A0BR-01 Primary Solid Tumor BRCA BRCAPrimary Solid Tumor +TCGA-BH-A0BS-01 Primary Solid Tumor BRCA BRCAPrimary Solid Tumor +TCGA-BH-A0BS-11 Solid Tissue Normal BRCA BRCASolid Tissue Normal +TCGA-BH-A0BT-01 Primary Solid Tumor BRCA BRCAPrimary Solid Tumor +TCGA-BH-A0BT-11 Solid Tissue Normal BRCA BRCASolid Tissue Normal +TCGA-BH-A0BV-01 Primary Solid Tumor BRCA BRCAPrimary Solid Tumor +TCGA-BH-A0BV-11 Solid Tissue Normal BRCA BRCASolid Tissue Normal +TCGA-BH-A0BW-01 Primary Solid Tumor BRCA BRCAPrimary Solid Tumor +TCGA-BH-A0BW-11 Solid Tissue Normal BRCA BRCASolid Tissue Normal +TCGA-BH-A0BZ-01 Primary Solid Tumor BRCA BRCAPrimary Solid Tumor +TCGA-BH-A0BZ-11 Solid Tissue Normal BRCA BRCASolid Tissue Normal +TCGA-BH-A0C0-01 Primary Solid Tumor BRCA BRCAPrimary Solid Tumor +TCGA-BH-A0C0-11 Solid Tissue Normal BRCA BRCASolid Tissue Normal +TCGA-BH-A0C1-01 Primary Solid Tumor BRCA BRCAPrimary Solid Tumor +TCGA-BH-A0C3-01 Primary Solid Tumor BRCA BRCAPrimary Solid Tumor +TCGA-BH-A0C3-11 Solid Tissue Normal BRCA BRCASolid Tissue Normal +TCGA-BH-A0C7-01 Primary Solid Tumor BRCA BRCAPrimary Solid Tumor +TCGA-BH-A0DD-01 Primary Solid Tumor BRCA BRCAPrimary Solid Tumor +TCGA-BH-A0DD-11 Solid Tissue Normal BRCA BRCASolid Tissue Normal +TCGA-BH-A0DE-01 Primary Solid Tumor BRCA BRCAPrimary Solid Tumor +TCGA-BH-A0DG-01 Primary Solid Tumor BRCA BRCAPrimary Solid Tumor +TCGA-BH-A0DG-11 Solid Tissue Normal BRCA BRCASolid Tissue Normal +TCGA-BH-A0DH-01 Primary Solid Tumor BRCA BRCAPrimary Solid Tumor +TCGA-BH-A0DH-11 Solid Tissue Normal BRCA BRCASolid Tissue Normal +TCGA-BH-A0DI-01 Primary Solid Tumor BRCA BRCAPrimary Solid Tumor +TCGA-BH-A0DK-01 Primary Solid Tumor BRCA BRCAPrimary Solid Tumor +TCGA-BH-A0DK-11 Solid Tissue Normal BRCA BRCASolid Tissue Normal +TCGA-BH-A0DL-01 Primary Solid Tumor BRCA BRCAPrimary Solid Tumor +TCGA-BH-A0DL-11 Solid Tissue Normal BRCA BRCASolid Tissue Normal +TCGA-BH-A0DO-01 Primary Solid Tumor BRCA BRCAPrimary Solid Tumor +TCGA-BH-A0DO-11 Solid Tissue Normal BRCA BRCASolid Tissue Normal +TCGA-BH-A0DP-01 Primary Solid Tumor BRCA BRCAPrimary Solid Tumor +TCGA-BH-A0DP-11 Solid Tissue Normal BRCA BRCASolid Tissue Normal +TCGA-BH-A0DQ-01 Primary Solid Tumor BRCA BRCAPrimary Solid Tumor +TCGA-BH-A0DQ-11 Solid Tissue Normal BRCA BRCASolid Tissue Normal +TCGA-BH-A0DS-01 Primary Solid Tumor BRCA BRCAPrimary Solid Tumor +TCGA-BH-A0DT-01 Primary Solid Tumor BRCA BRCAPrimary Solid Tumor +TCGA-BH-A0DT-11 Solid Tissue Normal BRCA BRCASolid Tissue Normal +TCGA-BH-A0DV-01 Primary Solid Tumor BRCA BRCAPrimary Solid Tumor +TCGA-BH-A0DV-11 Solid Tissue Normal BRCA BRCASolid Tissue Normal +TCGA-BH-A0DX-01 Primary Solid Tumor BRCA BRCAPrimary Solid Tumor +TCGA-BH-A0DZ-01 Primary Solid Tumor BRCA BRCAPrimary Solid Tumor +TCGA-BH-A0DZ-11 Solid Tissue Normal BRCA BRCASolid Tissue Normal +TCGA-BH-A0E0-01 Primary Solid Tumor BRCA BRCAPrimary Solid Tumor +TCGA-BH-A0E0-11 Solid Tissue Normal BRCA BRCASolid Tissue Normal +TCGA-BH-A0E1-01 Primary Solid Tumor BRCA BRCAPrimary Solid Tumor +TCGA-BH-A0E1-11 Solid Tissue Normal BRCA BRCASolid Tissue Normal +TCGA-BH-A0E2-01 Primary Solid Tumor BRCA BRCAPrimary Solid Tumor +TCGA-BH-A0E6-01 Primary Solid Tumor BRCA BRCAPrimary Solid Tumor +TCGA-BH-A0E7-01 Primary Solid Tumor BRCA BRCAPrimary Solid Tumor +TCGA-BH-A0E9-01 Primary Solid Tumor BRCA BRCAPrimary Solid Tumor +TCGA-BH-A0EA-01 Primary Solid Tumor BRCA BRCAPrimary Solid Tumor +TCGA-BH-A0EB-01 Primary Solid Tumor BRCA BRCAPrimary Solid Tumor +TCGA-BH-A0EE-01 Primary Solid Tumor BRCA BRCAPrimary Solid Tumor +TCGA-BH-A0EI-01 Primary Solid Tumor BRCA BRCAPrimary Solid Tumor +TCGA-BH-A0GY-01 Primary Solid Tumor BRCA BRCAPrimary Solid Tumor +TCGA-BH-A0GZ-01 Primary Solid Tumor BRCA BRCAPrimary Solid Tumor +TCGA-BH-A0H0-01 Primary Solid Tumor BRCA BRCAPrimary Solid Tumor +TCGA-BH-A0H3-01 Primary Solid Tumor BRCA BRCAPrimary Solid Tumor +TCGA-BH-A0H5-01 Primary Solid Tumor BRCA BRCAPrimary Solid Tumor +TCGA-BH-A0H5-11 Solid Tissue Normal BRCA BRCASolid Tissue Normal +TCGA-BH-A0H6-01 Primary Solid Tumor BRCA BRCAPrimary Solid Tumor +TCGA-BH-A0H7-01 Primary Solid Tumor BRCA BRCAPrimary Solid Tumor +TCGA-BH-A0H7-11 Solid Tissue Normal BRCA BRCASolid Tissue Normal +TCGA-BH-A0H9-01 Primary Solid Tumor BRCA BRCAPrimary Solid Tumor +TCGA-BH-A0H9-11 Solid Tissue Normal BRCA BRCASolid Tissue Normal +TCGA-BH-A0HA-01 Primary Solid Tumor BRCA BRCAPrimary Solid Tumor +TCGA-BH-A0HA-11 Solid Tissue Normal BRCA BRCASolid Tissue Normal +TCGA-BH-A0HB-01 Primary Solid Tumor BRCA BRCAPrimary Solid Tumor +TCGA-BH-A0HF-01 Primary Solid Tumor BRCA BRCAPrimary Solid Tumor +TCGA-BH-A0HI-01 Primary Solid Tumor BRCA BRCAPrimary Solid Tumor +TCGA-BH-A0HK-01 Primary Solid Tumor BRCA BRCAPrimary Solid Tumor +TCGA-BH-A0HK-11 Solid Tissue Normal BRCA BRCASolid Tissue Normal +TCGA-BH-A0HL-01 Primary Solid Tumor BRCA BRCAPrimary Solid Tumor +TCGA-BH-A0HN-01 Primary Solid Tumor BRCA BRCAPrimary Solid Tumor +TCGA-BH-A0HO-01 Primary Solid Tumor BRCA BRCAPrimary Solid Tumor +TCGA-BH-A0HP-01 Primary Solid Tumor BRCA BRCAPrimary Solid Tumor +TCGA-BH-A0HQ-01 Primary Solid Tumor BRCA BRCAPrimary Solid Tumor +TCGA-BH-A0HU-01 Primary Solid Tumor BRCA BRCAPrimary Solid Tumor +TCGA-BH-A0HW-01 Primary Solid Tumor BRCA BRCAPrimary Solid Tumor +TCGA-BH-A0HX-01 Primary Solid Tumor BRCA BRCAPrimary Solid Tumor +TCGA-BH-A0HY-01 Primary Solid Tumor BRCA BRCAPrimary Solid Tumor +TCGA-BH-A0RX-01 Primary Solid Tumor BRCA BRCAPrimary Solid Tumor +TCGA-BH-A0W3-01 Primary Solid Tumor BRCA BRCAPrimary Solid Tumor +TCGA-BH-A0W4-01 Primary Solid Tumor BRCA BRCAPrimary Solid Tumor +TCGA-BH-A0W5-01 Primary Solid Tumor BRCA BRCAPrimary Solid Tumor +TCGA-BH-A0W7-01 Primary Solid Tumor BRCA BRCAPrimary Solid Tumor +TCGA-BH-A0WA-01 Primary Solid Tumor BRCA BRCAPrimary Solid Tumor +TCGA-BH-A18F-01 Primary Solid Tumor BRCA BRCAPrimary Solid Tumor +TCGA-BH-A18G-01 Primary Solid Tumor BRCA BRCAPrimary Solid Tumor +TCGA-BH-A18H-01 Primary Solid Tumor BRCA BRCAPrimary Solid Tumor +TCGA-BH-A18I-01 Primary Solid Tumor BRCA BRCAPrimary Solid Tumor +TCGA-BH-A18J-01 Primary Solid Tumor BRCA BRCAPrimary Solid Tumor +TCGA-BH-A18J-11 Solid Tissue Normal BRCA BRCASolid Tissue Normal +TCGA-BH-A18K-01 Primary Solid Tumor BRCA BRCAPrimary Solid Tumor +TCGA-BH-A18K-11 Solid Tissue Normal BRCA BRCASolid Tissue Normal +TCGA-BH-A18L-01 Primary Solid Tumor BRCA BRCAPrimary Solid Tumor +TCGA-BH-A18L-11 Solid Tissue Normal BRCA BRCASolid Tissue Normal +TCGA-BH-A18M-01 Primary Solid Tumor BRCA BRCAPrimary Solid Tumor +TCGA-BH-A18M-11 Solid Tissue Normal BRCA BRCASolid Tissue Normal +TCGA-BH-A18N-01 Primary Solid Tumor BRCA BRCAPrimary Solid Tumor +TCGA-BH-A18N-11 Solid Tissue Normal BRCA BRCASolid Tissue Normal +TCGA-BH-A18P-01 Primary Solid Tumor BRCA BRCAPrimary Solid Tumor +TCGA-BH-A18P-11 Solid Tissue Normal BRCA BRCASolid Tissue Normal +TCGA-BH-A18Q-01 Primary Solid Tumor BRCA BRCAPrimary Solid Tumor +TCGA-BH-A18Q-11 Solid Tissue Normal BRCA BRCASolid Tissue Normal +TCGA-BH-A18R-01 Primary Solid Tumor BRCA BRCAPrimary Solid Tumor +TCGA-BH-A18R-11 Solid Tissue Normal BRCA BRCASolid Tissue Normal +TCGA-BH-A18S-01 Primary Solid Tumor BRCA BRCAPrimary Solid Tumor +TCGA-BH-A18S-11 Solid Tissue Normal BRCA BRCASolid Tissue Normal +TCGA-BH-A18T-01 Primary Solid Tumor BRCA BRCAPrimary Solid Tumor +TCGA-BH-A18U-01 Primary Solid Tumor BRCA BRCAPrimary Solid Tumor +TCGA-BH-A18U-11 Solid Tissue Normal BRCA BRCASolid Tissue Normal +TCGA-BH-A18V-01 Primary Solid Tumor BRCA BRCAPrimary Solid Tumor +TCGA-BH-A18V-06 Metastatic BRCA BRCAMetastatic +TCGA-BH-A18V-11 Solid Tissue Normal BRCA BRCASolid Tissue Normal +TCGA-BH-A1EN-01 Primary Solid Tumor BRCA BRCAPrimary Solid Tumor +TCGA-BH-A1EN-11 Solid Tissue Normal BRCA BRCASolid Tissue Normal +TCGA-BH-A1EO-01 Primary Solid Tumor BRCA BRCAPrimary Solid Tumor +TCGA-BH-A1EO-11 Solid Tissue Normal BRCA BRCASolid Tissue Normal +TCGA-BH-A1ES-01 Primary Solid Tumor BRCA BRCAPrimary Solid Tumor +TCGA-BH-A1ES-06 Metastatic BRCA BRCAMetastatic +TCGA-BH-A1ET-01 Primary Solid Tumor BRCA BRCAPrimary Solid Tumor +TCGA-BH-A1ET-11 Solid Tissue Normal BRCA BRCASolid Tissue Normal +TCGA-BH-A1EU-01 Primary Solid Tumor BRCA BRCAPrimary Solid Tumor +TCGA-BH-A1EU-11 Solid Tissue Normal BRCA BRCASolid Tissue Normal +TCGA-BH-A1EV-01 Primary Solid Tumor BRCA BRCAPrimary Solid Tumor +TCGA-BH-A1EV-11 Solid Tissue Normal BRCA BRCASolid Tissue Normal +TCGA-BH-A1EW-01 Primary Solid Tumor BRCA BRCAPrimary Solid Tumor +TCGA-BH-A1EW-11 Solid Tissue Normal BRCA BRCASolid Tissue Normal +TCGA-BH-A1EX-01 Primary Solid Tumor BRCA BRCAPrimary Solid Tumor +TCGA-BH-A1EY-01 Primary Solid Tumor BRCA BRCAPrimary Solid Tumor +TCGA-BH-A1F0-01 Primary Solid Tumor BRCA BRCAPrimary Solid Tumor +TCGA-BH-A1F0-11 Solid Tissue Normal BRCA BRCASolid Tissue Normal +TCGA-BH-A1F2-01 Primary Solid Tumor BRCA BRCAPrimary Solid Tumor +TCGA-BH-A1F2-11 Solid Tissue Normal BRCA BRCASolid Tissue Normal +TCGA-BH-A1F5-01 Primary Solid Tumor BRCA BRCAPrimary Solid Tumor +TCGA-BH-A1F6-01 Primary Solid Tumor BRCA BRCAPrimary Solid Tumor +TCGA-BH-A1F6-11 Solid Tissue Normal BRCA BRCASolid Tissue Normal +TCGA-BH-A1F8-01 Primary Solid Tumor BRCA BRCAPrimary Solid Tumor +TCGA-BH-A1F8-11 Solid Tissue Normal BRCA BRCASolid Tissue Normal +TCGA-BH-A1FB-01 Primary Solid Tumor BRCA BRCAPrimary Solid Tumor +TCGA-BH-A1FB-11 Solid Tissue Normal BRCA BRCASolid Tissue Normal +TCGA-BH-A1FC-01 Primary Solid Tumor BRCA BRCAPrimary Solid Tumor +TCGA-BH-A1FC-11 Solid Tissue Normal BRCA BRCASolid Tissue Normal +TCGA-BH-A1FD-01 Primary Solid Tumor BRCA BRCAPrimary Solid Tumor +TCGA-BH-A1FD-11 Solid Tissue Normal BRCA BRCASolid Tissue Normal +TCGA-BH-A1FE-01 Primary Solid Tumor BRCA BRCAPrimary Solid Tumor +TCGA-BH-A1FE-06 Metastatic BRCA BRCAMetastatic +TCGA-BH-A1FE-11 Solid Tissue Normal BRCA BRCASolid Tissue Normal +TCGA-BH-A1FG-01 Primary Solid Tumor BRCA BRCAPrimary Solid Tumor +TCGA-BH-A1FG-11 Solid Tissue Normal BRCA BRCASolid Tissue Normal +TCGA-BH-A1FH-01 Primary Solid Tumor BRCA BRCAPrimary Solid Tumor +TCGA-BH-A1FH-11 Solid Tissue Normal BRCA BRCASolid Tissue Normal +TCGA-BH-A1FJ-01 Primary Solid Tumor BRCA BRCAPrimary Solid Tumor +TCGA-BH-A1FJ-11 Solid Tissue Normal BRCA BRCASolid Tissue Normal +TCGA-BH-A1FL-01 Primary Solid Tumor BRCA BRCAPrimary Solid Tumor +TCGA-BH-A1FM-01 Primary Solid Tumor BRCA BRCAPrimary Solid Tumor +TCGA-BH-A1FM-11 Solid Tissue Normal BRCA BRCASolid Tissue Normal +TCGA-BH-A1FN-01 Primary Solid Tumor BRCA BRCAPrimary Solid Tumor +TCGA-BH-A1FN-11 Solid Tissue Normal BRCA BRCASolid Tissue Normal +TCGA-BH-A1FR-01 Primary Solid Tumor BRCA BRCAPrimary Solid Tumor +TCGA-BH-A1FR-11 Solid Tissue Normal BRCA BRCASolid Tissue Normal +TCGA-BH-A1FU-01 Primary Solid Tumor BRCA BRCAPrimary Solid Tumor +TCGA-BH-A1FU-11 Solid Tissue Normal BRCA BRCASolid Tissue Normal +TCGA-BH-A201-01 Primary Solid Tumor BRCA BRCAPrimary Solid Tumor +TCGA-BH-A202-01 Primary Solid Tumor BRCA BRCAPrimary Solid Tumor +TCGA-BH-A203-01 Primary Solid Tumor BRCA BRCAPrimary Solid Tumor +TCGA-BH-A203-11 Solid Tissue Normal BRCA BRCASolid Tissue Normal +TCGA-BH-A204-01 Primary Solid Tumor BRCA BRCAPrimary Solid Tumor +TCGA-BH-A204-11 Solid Tissue Normal BRCA BRCASolid Tissue Normal +TCGA-BH-A208-01 Primary Solid Tumor BRCA BRCAPrimary Solid Tumor +TCGA-BH-A208-11 Solid Tissue Normal BRCA BRCASolid Tissue Normal +TCGA-BH-A209-01 Primary Solid Tumor BRCA BRCAPrimary Solid Tumor +TCGA-BH-A209-11 Solid Tissue Normal BRCA BRCASolid Tissue Normal +TCGA-BH-A28O-01 Primary Solid Tumor BRCA BRCAPrimary Solid Tumor +TCGA-BH-A28Q-01 Primary Solid Tumor BRCA BRCAPrimary Solid Tumor +TCGA-BH-A2L8-01 Primary Solid Tumor BRCA BRCAPrimary Solid Tumor +TCGA-BH-A42T-01 Primary Solid Tumor BRCA BRCAPrimary Solid Tumor +TCGA-BH-A42U-01 Primary Solid Tumor BRCA BRCAPrimary Solid Tumor +TCGA-BH-A42V-01 Primary Solid Tumor BRCA BRCAPrimary Solid Tumor +TCGA-BH-A5IZ-01 Primary Solid Tumor BRCA BRCAPrimary Solid Tumor +TCGA-BH-A5J0-01 Primary Solid Tumor BRCA BRCAPrimary Solid Tumor +TCGA-BH-A6R8-01 Primary Solid Tumor BRCA BRCAPrimary Solid Tumor +TCGA-BH-A6R9-01 Primary Solid Tumor BRCA BRCAPrimary Solid Tumor +TCGA-BH-A8FY-01 Primary Solid Tumor BRCA BRCAPrimary Solid Tumor +TCGA-BH-A8FZ-01 Primary Solid Tumor BRCA BRCAPrimary Solid Tumor +TCGA-BH-A8G0-01 Primary Solid Tumor BRCA BRCAPrimary Solid Tumor +TCGA-BH-AB28-01 Primary Solid Tumor BRCA BRCAPrimary Solid Tumor +TCGA-BI-A0VR-01 Primary Solid Tumor CESC CESCPrimary Solid Tumor +TCGA-BI-A0VS-01 Primary Solid Tumor CESC CESCPrimary Solid Tumor +TCGA-BI-A20A-01 Primary Solid Tumor CESC CESCPrimary Solid Tumor +TCGA-BJ-A0YZ-01 Primary Solid Tumor THCA THCAPrimary Solid Tumor +TCGA-BJ-A0Z0-01 Primary Solid Tumor THCA THCAPrimary Solid Tumor +TCGA-BJ-A0Z2-01 Primary Solid Tumor THCA THCAPrimary Solid Tumor +TCGA-BJ-A0Z3-01 Primary Solid Tumor THCA THCAPrimary Solid Tumor +TCGA-BJ-A0Z5-01 Primary Solid Tumor THCA THCAPrimary Solid Tumor +TCGA-BJ-A0Z9-01 Primary Solid Tumor THCA THCAPrimary Solid Tumor +TCGA-BJ-A0ZA-01 Primary Solid Tumor THCA THCAPrimary Solid Tumor +TCGA-BJ-A0ZB-01 Primary Solid Tumor THCA THCAPrimary Solid Tumor +TCGA-BJ-A0ZC-01 Primary Solid Tumor THCA THCAPrimary Solid Tumor +TCGA-BJ-A0ZE-01 Primary Solid Tumor THCA THCAPrimary Solid Tumor +TCGA-BJ-A0ZF-01 Primary Solid Tumor THCA THCAPrimary Solid Tumor +TCGA-BJ-A0ZG-01 Primary Solid Tumor THCA THCAPrimary Solid Tumor +TCGA-BJ-A0ZH-01 Primary Solid Tumor THCA THCAPrimary Solid Tumor +TCGA-BJ-A0ZJ-01 Primary Solid Tumor THCA THCAPrimary Solid Tumor +TCGA-BJ-A18Y-01 Primary Solid Tumor THCA THCAPrimary Solid Tumor +TCGA-BJ-A18Z-01 Primary Solid Tumor THCA THCAPrimary Solid Tumor +TCGA-BJ-A190-01 Primary Solid Tumor THCA THCAPrimary Solid Tumor +TCGA-BJ-A191-01 Primary Solid Tumor THCA THCAPrimary Solid Tumor +TCGA-BJ-A192-01 Primary Solid Tumor THCA THCAPrimary Solid Tumor +TCGA-BJ-A28R-01 Primary Solid Tumor THCA THCAPrimary Solid Tumor +TCGA-BJ-A28R-11 Solid Tissue Normal THCA THCASolid Tissue Normal +TCGA-BJ-A28S-01 Primary Solid Tumor THCA THCAPrimary Solid Tumor +TCGA-BJ-A28T-01 Primary Solid Tumor THCA THCAPrimary Solid Tumor +TCGA-BJ-A28V-01 Primary Solid Tumor THCA THCAPrimary Solid Tumor +TCGA-BJ-A28W-01 Primary Solid Tumor THCA THCAPrimary Solid Tumor +TCGA-BJ-A28W-11 Solid Tissue Normal THCA THCASolid Tissue Normal +TCGA-BJ-A28X-01 Primary Solid Tumor THCA THCAPrimary Solid Tumor +TCGA-BJ-A28X-11 Solid Tissue Normal THCA THCASolid Tissue Normal +TCGA-BJ-A28Z-01 Primary Solid Tumor THCA THCAPrimary Solid Tumor +TCGA-BJ-A290-01 Primary Solid Tumor THCA THCAPrimary Solid Tumor +TCGA-BJ-A290-11 Solid Tissue Normal THCA THCASolid Tissue Normal +TCGA-BJ-A291-01 Primary Solid Tumor THCA THCAPrimary Solid Tumor +TCGA-BJ-A2N7-01 Primary Solid Tumor THCA THCAPrimary Solid Tumor +TCGA-BJ-A2N7-11 Solid Tissue Normal THCA THCASolid Tissue Normal +TCGA-BJ-A2N8-01 Primary Solid Tumor THCA THCAPrimary Solid Tumor +TCGA-BJ-A2N8-11 Solid Tissue Normal THCA THCASolid Tissue Normal +TCGA-BJ-A2N9-01 Primary Solid Tumor THCA THCAPrimary Solid Tumor +TCGA-BJ-A2N9-11 Solid Tissue Normal THCA THCASolid Tissue Normal +TCGA-BJ-A2NA-01 Primary Solid Tumor THCA THCAPrimary Solid Tumor +TCGA-BJ-A2NA-11 Solid Tissue Normal THCA THCASolid Tissue Normal +TCGA-BJ-A2P4-01 Primary Solid Tumor THCA THCAPrimary Solid Tumor +TCGA-BJ-A3EZ-01 Primary Solid Tumor THCA THCAPrimary Solid Tumor +TCGA-BJ-A3F0-01 Primary Solid Tumor THCA THCAPrimary Solid Tumor +TCGA-BJ-A3PR-01 Primary Solid Tumor THCA THCAPrimary Solid Tumor +TCGA-BJ-A3PR-11 Solid Tissue Normal THCA THCASolid Tissue Normal +TCGA-BJ-A3PT-01 Primary Solid Tumor THCA THCAPrimary Solid Tumor +TCGA-BJ-A3PU-01 Primary Solid Tumor THCA THCAPrimary Solid Tumor +TCGA-BJ-A3PU-11 Solid Tissue Normal THCA THCASolid Tissue Normal +TCGA-BJ-A45C-01 Primary Solid Tumor THCA THCAPrimary Solid Tumor +TCGA-BJ-A45D-01 Primary Solid Tumor THCA THCAPrimary Solid Tumor +TCGA-BJ-A45E-01 Primary Solid Tumor THCA THCAPrimary Solid Tumor +TCGA-BJ-A45F-01 Primary Solid Tumor THCA THCAPrimary Solid Tumor +TCGA-BJ-A45G-01 Primary Solid Tumor THCA THCAPrimary Solid Tumor +TCGA-BJ-A45H-01 Primary Solid Tumor THCA THCAPrimary Solid Tumor +TCGA-BJ-A45I-01 Primary Solid Tumor THCA THCAPrimary Solid Tumor +TCGA-BJ-A45J-01 Primary Solid Tumor THCA THCAPrimary Solid Tumor +TCGA-BJ-A45K-01 Primary Solid Tumor THCA THCAPrimary Solid Tumor +TCGA-BJ-A4O8-01 Primary Solid Tumor THCA THCAPrimary Solid Tumor +TCGA-BJ-A4O9-01 Primary Solid Tumor THCA THCAPrimary Solid Tumor +TCGA-BK-A0C9-01 Primary Solid Tumor UCEC UCECPrimary Solid Tumor +TCGA-BK-A0CA-01 Primary Solid Tumor UCEC UCECPrimary Solid Tumor +TCGA-BK-A0CB-01 Primary Solid Tumor UCEC UCECPrimary Solid Tumor +TCGA-BK-A0CB-11 Solid Tissue Normal UCEC UCECSolid Tissue Normal +TCGA-BK-A0CC-01 Primary Solid Tumor UCEC UCECPrimary Solid Tumor +TCGA-BK-A139-01 Primary Solid Tumor UCEC UCECPrimary Solid Tumor +TCGA-BK-A139-02 Recurrent Solid Tumor UCEC UCECRecurrent Solid Tumor 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SKCMMetastatic +TCGA-D3-A2JN-06 Metastatic SKCM SKCMMetastatic +TCGA-D3-A2JO-06 Metastatic SKCM SKCMMetastatic +TCGA-D3-A2JP-06 Metastatic SKCM SKCMMetastatic +TCGA-D3-A3BZ-06 Metastatic SKCM SKCMMetastatic +TCGA-D3-A3C1-06 Metastatic SKCM SKCMMetastatic +TCGA-D3-A3C3-06 Metastatic SKCM SKCMMetastatic +TCGA-D3-A3C6-06 Metastatic SKCM SKCMMetastatic +TCGA-D3-A3C7-06 Metastatic SKCM SKCMMetastatic +TCGA-D3-A3C8-06 Metastatic SKCM SKCMMetastatic +TCGA-D3-A3CB-06 Metastatic SKCM SKCMMetastatic +TCGA-D3-A3CC-06 Metastatic SKCM SKCMMetastatic +TCGA-D3-A3CE-06 Metastatic SKCM SKCMMetastatic +TCGA-D3-A3CF-06 Metastatic SKCM SKCMMetastatic +TCGA-D3-A3ML-06 Metastatic SKCM SKCMMetastatic +TCGA-D3-A3MO-06 Metastatic SKCM SKCMMetastatic +TCGA-D3-A3MR-06 Metastatic SKCM SKCMMetastatic +TCGA-D3-A3MU-06 Metastatic SKCM SKCMMetastatic +TCGA-D3-A3MV-06 Metastatic SKCM SKCMMetastatic +TCGA-D3-A51E-06 Metastatic SKCM SKCMMetastatic +TCGA-D3-A51F-06 Metastatic SKCM SKCMMetastatic +TCGA-D3-A51G-06 Metastatic SKCM SKCMMetastatic +TCGA-D3-A51H-06 Metastatic SKCM SKCMMetastatic +TCGA-D3-A51J-06 Metastatic SKCM SKCMMetastatic +TCGA-D3-A51K-06 Metastatic SKCM SKCMMetastatic +TCGA-D3-A51N-06 Metastatic SKCM SKCMMetastatic +TCGA-D3-A51R-06 Metastatic SKCM SKCMMetastatic +TCGA-D3-A51T-06 Metastatic SKCM SKCMMetastatic +TCGA-D3-A5GL-06 Metastatic SKCM SKCMMetastatic +TCGA-D3-A5GN-06 Metastatic SKCM SKCMMetastatic +TCGA-D3-A5GO-06 Metastatic SKCM SKCMMetastatic +TCGA-D3-A5GR-06 Metastatic SKCM SKCMMetastatic +TCGA-D3-A5GS-06 Metastatic SKCM SKCMMetastatic +TCGA-D3-A5GT-01 Primary Solid Tumor SKCM SKCMPrimary Solid Tumor +TCGA-D3-A5GU-06 Metastatic SKCM SKCMMetastatic +TCGA-D3-A8GB-06 Metastatic SKCM SKCMMetastatic +TCGA-D3-A8GC-06 Metastatic SKCM SKCMMetastatic +TCGA-D3-A8GD-06 Metastatic SKCM SKCMMetastatic +TCGA-D3-A8GE-06 Metastatic SKCM SKCMMetastatic +TCGA-D3-A8GI-06 Metastatic SKCM SKCMMetastatic +TCGA-D3-A8GJ-06 Metastatic SKCM SKCMMetastatic +TCGA-D3-A8GK-06 Metastatic SKCM SKCMMetastatic +TCGA-D3-A8GL-06 Metastatic SKCM SKCMMetastatic +TCGA-D3-A8GM-06 Metastatic SKCM SKCMMetastatic +TCGA-D3-A8GN-06 Metastatic SKCM SKCMMetastatic +TCGA-D3-A8GO-06 Metastatic SKCM SKCMMetastatic +TCGA-D3-A8GP-06 Metastatic SKCM SKCMMetastatic +TCGA-D3-A8GQ-06 Metastatic SKCM SKCMMetastatic +TCGA-D3-A8GR-06 Metastatic SKCM SKCMMetastatic +TCGA-D3-A8GS-06 Metastatic SKCM SKCMMetastatic +TCGA-D3-A8GV-06 Metastatic SKCM SKCMMetastatic +TCGA-D5-5537-01 Primary Solid Tumor COAD COADPrimary Solid Tumor +TCGA-D5-5538-01 Primary Solid Tumor COAD COADPrimary Solid Tumor +TCGA-D5-5539-01 Primary Solid Tumor COAD COADPrimary Solid Tumor +TCGA-D5-5540-01 Primary Solid Tumor COAD COADPrimary Solid Tumor +TCGA-D5-5541-01 Primary Solid Tumor COAD COADPrimary Solid Tumor +TCGA-D5-6529-01 Primary Solid Tumor COAD COADPrimary Solid Tumor +TCGA-D5-6530-01 Primary Solid Tumor COAD COADPrimary Solid Tumor +TCGA-D5-6531-01 Primary Solid Tumor COAD COADPrimary Solid Tumor +TCGA-D5-6532-01 Primary Solid Tumor COAD COADPrimary Solid Tumor +TCGA-D5-6533-01 Primary Solid Tumor COAD COADPrimary Solid Tumor +TCGA-D5-6534-01 Primary Solid Tumor COAD COADPrimary Solid Tumor +TCGA-D5-6535-01 Primary Solid Tumor COAD COADPrimary Solid Tumor +TCGA-D5-6536-01 Primary Solid Tumor COAD COADPrimary Solid Tumor +TCGA-D5-6537-01 Primary Solid Tumor COAD COADPrimary Solid Tumor +TCGA-D5-6538-01 Primary Solid Tumor COAD COADPrimary Solid Tumor +TCGA-D5-6539-01 Primary Solid Tumor COAD COADPrimary Solid Tumor +TCGA-D5-6540-01 Primary Solid Tumor COAD COADPrimary Solid Tumor +TCGA-D5-6541-01 Primary Solid Tumor COAD COADPrimary Solid Tumor +TCGA-D5-6898-01 Primary Solid Tumor COAD COADPrimary Solid Tumor +TCGA-D5-6920-01 Primary Solid Tumor COAD COADPrimary Solid Tumor +TCGA-D5-6922-01 Primary Solid Tumor COAD COADPrimary Solid Tumor +TCGA-D5-6923-01 Primary Solid Tumor COAD COADPrimary Solid Tumor +TCGA-D5-6924-01 Primary Solid Tumor COAD COADPrimary Solid Tumor +TCGA-D5-6926-01 Primary Solid Tumor COAD COADPrimary Solid Tumor +TCGA-D5-6927-01 Primary Solid Tumor COAD COADPrimary Solid Tumor +TCGA-D5-6928-01 Primary Solid Tumor COAD COADPrimary Solid Tumor +TCGA-D5-6929-01 Primary Solid Tumor COAD COADPrimary Solid Tumor +TCGA-D5-6930-01 Primary Solid Tumor COAD COADPrimary Solid Tumor +TCGA-D5-6931-01 Primary Solid Tumor COAD COADPrimary Solid Tumor +TCGA-D5-6932-01 Primary Solid Tumor COAD COADPrimary Solid Tumor +TCGA-D5-7000-01 Primary Solid Tumor COAD COADPrimary Solid Tumor +TCGA-D6-6515-01 Primary Solid Tumor HNSC HNSCPrimary Solid Tumor +TCGA-D6-6516-01 Primary Solid Tumor HNSC HNSCPrimary Solid Tumor +TCGA-D6-6517-01 Primary Solid Tumor HNSC HNSCPrimary Solid Tumor +TCGA-D6-6823-01 Primary Solid Tumor HNSC HNSCPrimary Solid Tumor +TCGA-D6-6824-01 Primary Solid Tumor HNSC HNSCPrimary Solid Tumor +TCGA-D6-6825-01 Primary Solid Tumor HNSC HNSCPrimary Solid Tumor +TCGA-D6-6826-01 Primary Solid Tumor HNSC HNSCPrimary Solid Tumor +TCGA-D6-6827-01 Primary Solid Tumor HNSC HNSCPrimary Solid Tumor +TCGA-D6-8568-01 Primary Solid Tumor HNSC HNSCPrimary Solid Tumor +TCGA-D6-8569-01 Primary Solid Tumor HNSC HNSCPrimary Solid Tumor +TCGA-D6-A4Z9-01 Primary Solid Tumor HNSC HNSCPrimary Solid Tumor +TCGA-D6-A4ZB-01 Primary Solid Tumor HNSC HNSCPrimary Solid Tumor +TCGA-D6-A6EK-01 Primary Solid Tumor HNSC HNSCPrimary Solid Tumor +TCGA-D6-A6EM-01 Primary Solid Tumor HNSC HNSCPrimary Solid Tumor +TCGA-D6-A6EN-01 Primary Solid Tumor HNSC HNSCPrimary Solid Tumor +TCGA-D6-A6EO-01 Primary Solid Tumor HNSC HNSCPrimary Solid Tumor +TCGA-D6-A6EP-01 Primary Solid Tumor HNSC HNSCPrimary Solid Tumor +TCGA-D6-A6EQ-01 Primary Solid Tumor HNSC HNSCPrimary Solid Tumor +TCGA-D6-A6ES-01 Primary Solid Tumor HNSC HNSCPrimary Solid Tumor +TCGA-D6-A74Q-01 Primary Solid Tumor HNSC HNSCPrimary Solid Tumor +TCGA-D7-5577-01 Primary Solid Tumor STAD STADPrimary Solid Tumor +TCGA-D7-5578-01 Primary Solid Tumor STAD STADPrimary Solid Tumor +TCGA-D7-6518-01 Primary Solid Tumor STAD STADPrimary Solid Tumor +TCGA-D7-6519-01 Primary Solid Tumor STAD STADPrimary Solid Tumor +TCGA-D7-6520-01 Primary Solid Tumor STAD STADPrimary Solid Tumor +TCGA-D7-6521-01 Primary Solid Tumor STAD STADPrimary Solid Tumor +TCGA-D7-6522-01 Primary Solid Tumor STAD STADPrimary Solid Tumor +TCGA-D7-6524-01 Primary Solid Tumor STAD STADPrimary Solid Tumor +TCGA-D7-6525-01 Primary Solid Tumor STAD STADPrimary Solid Tumor +TCGA-D7-6526-01 Primary Solid Tumor STAD STADPrimary Solid Tumor +TCGA-D7-6527-01 Primary Solid Tumor STAD STADPrimary Solid Tumor +TCGA-D7-6528-01 Primary Solid Tumor STAD STADPrimary Solid Tumor +TCGA-D7-6815-01 Primary Solid Tumor STAD STADPrimary Solid Tumor +TCGA-D7-6817-01 Primary Solid Tumor STAD STADPrimary Solid Tumor +TCGA-D7-6818-01 Primary Solid Tumor STAD STADPrimary Solid Tumor +TCGA-D7-6820-01 Primary Solid Tumor STAD STADPrimary Solid Tumor +TCGA-D7-6822-01 Primary Solid Tumor STAD STADPrimary Solid Tumor +TCGA-D7-8570-01 Primary Solid Tumor STAD STADPrimary Solid Tumor +TCGA-D7-8572-01 Primary Solid Tumor STAD STADPrimary Solid Tumor +TCGA-D7-8573-01 Primary Solid Tumor STAD STADPrimary Solid Tumor +TCGA-D7-8574-01 Primary Solid Tumor STAD STADPrimary Solid Tumor +TCGA-D7-8575-01 Primary Solid Tumor STAD STADPrimary Solid Tumor +TCGA-D7-8576-01 Primary Solid Tumor STAD STADPrimary Solid Tumor +TCGA-D7-8578-01 Primary Solid Tumor STAD STADPrimary Solid Tumor +TCGA-D7-8579-01 Primary Solid Tumor STAD STADPrimary Solid Tumor +TCGA-D7-A4YT-01 Primary Solid Tumor STAD STADPrimary Solid Tumor +TCGA-D7-A4YU-01 Primary Solid Tumor STAD STADPrimary Solid Tumor +TCGA-D7-A4YV-01 Primary Solid Tumor STAD STADPrimary Solid Tumor +TCGA-D7-A4YX-01 Primary Solid Tumor STAD STADPrimary Solid Tumor +TCGA-D7-A4YY-01 Primary Solid Tumor STAD STADPrimary Solid Tumor +TCGA-D7-A4Z0-01 Primary Solid Tumor STAD STADPrimary Solid Tumor +TCGA-D7-A6EV-01 Primary Solid Tumor STAD STADPrimary Solid Tumor +TCGA-D7-A6EX-01 Primary Solid Tumor STAD STADPrimary Solid Tumor +TCGA-D7-A6EY-01 Primary Solid Tumor STAD STADPrimary Solid Tumor +TCGA-D7-A6EZ-01 Primary Solid Tumor STAD STADPrimary Solid Tumor +TCGA-D7-A6F0-01 Primary Solid Tumor STAD STADPrimary Solid Tumor +TCGA-D7-A6F2-01 Primary Solid Tumor STAD STADPrimary Solid Tumor +TCGA-D7-A747-01 Primary Solid Tumor STAD STADPrimary Solid Tumor +TCGA-D7-A748-01 Primary Solid Tumor STAD STADPrimary Solid Tumor +TCGA-D7-A74A-01 Primary Solid Tumor STAD STADPrimary Solid Tumor +TCGA-D8-A13Y-01 Primary Solid Tumor BRCA BRCAPrimary Solid Tumor +TCGA-D8-A13Z-01 Primary Solid Tumor BRCA BRCAPrimary Solid Tumor +TCGA-D8-A140-01 Primary Solid Tumor BRCA BRCAPrimary Solid Tumor +TCGA-D8-A141-01 Primary Solid Tumor BRCA BRCAPrimary Solid Tumor +TCGA-D8-A142-01 Primary Solid Tumor BRCA BRCAPrimary Solid Tumor +TCGA-D8-A143-01 Primary Solid Tumor BRCA BRCAPrimary Solid Tumor +TCGA-D8-A145-01 Primary Solid Tumor BRCA BRCAPrimary Solid Tumor +TCGA-D8-A146-01 Primary Solid Tumor BRCA BRCAPrimary Solid Tumor +TCGA-D8-A147-01 Primary Solid Tumor BRCA BRCAPrimary Solid Tumor +TCGA-D8-A1J8-01 Primary Solid Tumor BRCA BRCAPrimary Solid Tumor +TCGA-D8-A1J9-01 Primary Solid Tumor BRCA BRCAPrimary Solid Tumor +TCGA-D8-A1JA-01 Primary Solid Tumor BRCA BRCAPrimary Solid Tumor +TCGA-D8-A1JB-01 Primary Solid Tumor BRCA BRCAPrimary Solid Tumor +TCGA-D8-A1JC-01 Primary Solid Tumor BRCA BRCAPrimary Solid Tumor +TCGA-D8-A1JD-01 Primary Solid Tumor BRCA BRCAPrimary Solid Tumor +TCGA-D8-A1JE-01 Primary Solid Tumor BRCA BRCAPrimary Solid Tumor +TCGA-D8-A1JF-01 Primary Solid Tumor BRCA BRCAPrimary Solid Tumor +TCGA-D8-A1JG-01 Primary Solid Tumor BRCA BRCAPrimary Solid Tumor +TCGA-D8-A1JH-01 Primary Solid Tumor BRCA BRCAPrimary Solid Tumor +TCGA-D8-A1JI-01 Primary Solid Tumor BRCA BRCAPrimary Solid Tumor +TCGA-D8-A1JJ-01 Primary Solid Tumor BRCA BRCAPrimary Solid Tumor +TCGA-D8-A1JK-01 Primary Solid Tumor BRCA BRCAPrimary Solid Tumor +TCGA-D8-A1JL-01 Primary Solid Tumor BRCA BRCAPrimary Solid Tumor +TCGA-D8-A1JM-01 Primary Solid Tumor BRCA BRCAPrimary Solid Tumor +TCGA-D8-A1JN-01 Primary Solid Tumor BRCA BRCAPrimary Solid Tumor +TCGA-D8-A1JP-01 Primary Solid Tumor BRCA BRCAPrimary Solid Tumor +TCGA-D8-A1JS-01 Primary Solid Tumor BRCA BRCAPrimary Solid Tumor +TCGA-D8-A1JT-01 Primary Solid Tumor BRCA BRCAPrimary Solid Tumor +TCGA-D8-A1JU-01 Primary Solid Tumor BRCA BRCAPrimary Solid Tumor +TCGA-D8-A1X5-01 Primary Solid Tumor BRCA BRCAPrimary Solid Tumor +TCGA-D8-A1X6-01 Primary Solid Tumor BRCA BRCAPrimary Solid Tumor +TCGA-D8-A1X7-01 Primary Solid Tumor BRCA BRCAPrimary Solid Tumor +TCGA-D8-A1X8-01 Primary Solid Tumor BRCA BRCAPrimary Solid Tumor +TCGA-D8-A1X9-01 Primary Solid Tumor BRCA BRCAPrimary Solid Tumor +TCGA-D8-A1XA-01 Primary Solid Tumor BRCA BRCAPrimary Solid Tumor +TCGA-D8-A1XB-01 Primary Solid Tumor BRCA BRCAPrimary Solid Tumor +TCGA-D8-A1XC-01 Primary Solid Tumor BRCA BRCAPrimary Solid Tumor +TCGA-D8-A1XD-01 Primary Solid Tumor BRCA BRCAPrimary Solid Tumor +TCGA-D8-A1XF-01 Primary Solid Tumor BRCA BRCAPrimary Solid Tumor +TCGA-D8-A1XG-01 Primary Solid Tumor BRCA BRCAPrimary Solid Tumor +TCGA-D8-A1XJ-01 Primary Solid Tumor BRCA BRCAPrimary Solid Tumor +TCGA-D8-A1XK-01 Primary Solid Tumor BRCA BRCAPrimary Solid Tumor +TCGA-D8-A1XL-01 Primary Solid Tumor BRCA BRCAPrimary Solid Tumor +TCGA-D8-A1XM-01 Primary Solid Tumor BRCA BRCAPrimary Solid Tumor +TCGA-D8-A1XO-01 Primary Solid Tumor BRCA BRCAPrimary Solid Tumor +TCGA-D8-A1XQ-01 Primary Solid Tumor BRCA BRCAPrimary Solid Tumor +TCGA-D8-A1XR-01 Primary Solid Tumor BRCA BRCAPrimary Solid Tumor +TCGA-D8-A1XS-01 Primary Solid Tumor BRCA BRCAPrimary Solid Tumor +TCGA-D8-A1XT-01 Primary Solid Tumor BRCA BRCAPrimary Solid Tumor +TCGA-D8-A1XU-01 Primary Solid Tumor BRCA BRCAPrimary Solid Tumor +TCGA-D8-A1XV-01 Primary Solid Tumor BRCA BRCAPrimary Solid Tumor +TCGA-D8-A1XW-01 Primary Solid Tumor BRCA BRCAPrimary Solid Tumor +TCGA-D8-A1XY-01 Primary Solid Tumor BRCA BRCAPrimary Solid Tumor +TCGA-D8-A1XZ-01 Primary Solid Tumor BRCA BRCAPrimary Solid Tumor +TCGA-D8-A1Y0-01 Primary Solid Tumor BRCA BRCAPrimary Solid Tumor +TCGA-D8-A1Y1-01 Primary Solid Tumor BRCA BRCAPrimary Solid Tumor +TCGA-D8-A1Y2-01 Primary Solid Tumor BRCA BRCAPrimary Solid Tumor +TCGA-D8-A1Y3-01 Primary Solid Tumor BRCA BRCAPrimary Solid Tumor +TCGA-D8-A27E-01 Primary Solid Tumor BRCA BRCAPrimary Solid Tumor +TCGA-D8-A27F-01 Primary Solid Tumor BRCA BRCAPrimary Solid Tumor +TCGA-D8-A27G-01 Primary Solid Tumor BRCA BRCAPrimary Solid Tumor +TCGA-D8-A27H-01 Primary Solid Tumor BRCA BRCAPrimary Solid Tumor +TCGA-D8-A27I-01 Primary Solid Tumor BRCA BRCAPrimary Solid Tumor +TCGA-D8-A27K-01 Primary Solid Tumor BRCA BRCAPrimary Solid Tumor +TCGA-D8-A27L-01 Primary Solid Tumor BRCA BRCAPrimary Solid Tumor +TCGA-D8-A27M-01 Primary Solid Tumor BRCA BRCAPrimary Solid Tumor +TCGA-D8-A27N-01 Primary Solid Tumor BRCA BRCAPrimary Solid Tumor +TCGA-D8-A27P-01 Primary Solid Tumor BRCA BRCAPrimary Solid Tumor +TCGA-D8-A27R-01 Primary Solid Tumor BRCA BRCAPrimary Solid Tumor +TCGA-D8-A27T-01 Primary Solid Tumor BRCA BRCAPrimary Solid Tumor +TCGA-D8-A27V-01 Primary Solid Tumor BRCA BRCAPrimary Solid Tumor +TCGA-D8-A27W-01 Primary Solid Tumor BRCA BRCAPrimary Solid Tumor +TCGA-D8-A3Z5-01 Primary Solid Tumor BRCA BRCAPrimary Solid Tumor +TCGA-D8-A3Z6-01 Primary Solid Tumor BRCA BRCAPrimary Solid Tumor +TCGA-D8-A4Z1-01 Primary Solid Tumor BRCA BRCAPrimary Solid Tumor +TCGA-D8-A73U-01 Primary Solid Tumor BRCA BRCAPrimary Solid Tumor +TCGA-D8-A73W-01 Primary Solid Tumor BRCA BRCAPrimary Solid Tumor +TCGA-D8-A73X-01 Primary Solid Tumor BRCA BRCAPrimary Solid Tumor +TCGA-D9-A148-06 Metastatic SKCM SKCMMetastatic +TCGA-D9-A149-06 Metastatic SKCM SKCMMetastatic +TCGA-D9-A1JW-06 Metastatic SKCM SKCMMetastatic +TCGA-D9-A1JX-06 Metastatic SKCM SKCMMetastatic +TCGA-D9-A1X3-06 Metastatic SKCM SKCMMetastatic +TCGA-D9-A3Z1-06 Metastatic SKCM SKCMMetastatic +TCGA-D9-A3Z3-06 Metastatic SKCM SKCMMetastatic +TCGA-D9-A3Z4-01 Primary Solid Tumor SKCM SKCMPrimary Solid Tumor +TCGA-D9-A4Z2-01 Primary Solid Tumor SKCM SKCMPrimary Solid Tumor +TCGA-D9-A4Z3-01 Primary Solid Tumor SKCM SKCMPrimary Solid Tumor +TCGA-D9-A4Z5-01 Primary Solid Tumor SKCM SKCMPrimary Solid Tumor +TCGA-D9-A4Z6-06 Metastatic SKCM SKCMMetastatic +TCGA-D9-A6E9-06 Metastatic SKCM SKCMMetastatic +TCGA-D9-A6EA-06 Metastatic SKCM SKCMMetastatic +TCGA-D9-A6EC-06 Metastatic SKCM SKCMMetastatic +TCGA-D9-A6EG-06 Metastatic SKCM SKCMMetastatic +TCGA-DA-A1HV-06 Metastatic SKCM SKCMMetastatic +TCGA-DA-A1HW-06 Metastatic SKCM SKCMMetastatic +TCGA-DA-A1HY-06 Metastatic SKCM SKCMMetastatic +TCGA-DA-A1I0-06 Metastatic SKCM SKCMMetastatic +TCGA-DA-A1I1-06 Metastatic SKCM SKCMMetastatic +TCGA-DA-A1I2-06 Metastatic SKCM SKCMMetastatic +TCGA-DA-A1I4-06 Metastatic SKCM SKCMMetastatic +TCGA-DA-A1I5-06 Metastatic SKCM SKCMMetastatic +TCGA-DA-A1I7-06 Metastatic SKCM SKCMMetastatic +TCGA-DA-A1I8-06 Metastatic SKCM SKCMMetastatic +TCGA-DA-A1IA-06 Metastatic SKCM SKCMMetastatic +TCGA-DA-A1IB-06 Metastatic SKCM SKCMMetastatic +TCGA-DA-A1IC-06 Metastatic SKCM SKCMMetastatic +TCGA-DA-A3F2-06 Metastatic SKCM SKCMMetastatic +TCGA-DA-A3F3-06 Metastatic SKCM SKCMMetastatic +TCGA-DA-A3F5-06 Metastatic SKCM SKCMMetastatic +TCGA-DA-A3F8-06 Metastatic SKCM SKCMMetastatic +TCGA-DA-A95V-06 Metastatic SKCM SKCMMetastatic +TCGA-DA-A95W-06 Metastatic SKCM SKCMMetastatic +TCGA-DA-A95X-06 Metastatic SKCM SKCMMetastatic +TCGA-DA-A95Y-06 Metastatic SKCM SKCMMetastatic +TCGA-DA-A95Z-06 Metastatic SKCM SKCMMetastatic +TCGA-DA-A960-01 Primary Solid Tumor SKCM SKCMPrimary Solid Tumor +TCGA-DB-5270-01 Primary Solid Tumor LGG LGGPrimary Solid Tumor +TCGA-DB-5273-01 Primary Solid Tumor LGG LGGPrimary Solid Tumor +TCGA-DB-5274-01 Primary Solid Tumor LGG LGGPrimary Solid Tumor +TCGA-DB-5275-01 Primary Solid Tumor LGG LGGPrimary Solid Tumor +TCGA-DB-5276-01 Primary Solid Tumor LGG LGGPrimary Solid Tumor +TCGA-DB-5277-01 Primary Solid Tumor LGG LGGPrimary Solid Tumor +TCGA-DB-5278-01 Primary Solid Tumor LGG LGGPrimary Solid Tumor +TCGA-DB-5279-01 Primary Solid Tumor LGG LGGPrimary Solid Tumor +TCGA-DB-5280-01 Primary Solid Tumor LGG LGGPrimary Solid Tumor +TCGA-DB-5281-01 Primary Solid Tumor LGG LGGPrimary Solid Tumor +TCGA-DB-A4X9-01 Primary Solid Tumor LGG LGGPrimary Solid Tumor +TCGA-DB-A4XA-01 Primary Solid Tumor LGG LGGPrimary Solid Tumor +TCGA-DB-A4XB-01 Primary Solid Tumor LGG LGGPrimary Solid Tumor +TCGA-DB-A4XC-01 Primary Solid Tumor LGG LGGPrimary Solid Tumor +TCGA-DB-A4XD-01 Primary Solid Tumor LGG LGGPrimary Solid Tumor +TCGA-DB-A4XE-01 Primary Solid Tumor LGG LGGPrimary Solid Tumor +TCGA-DB-A4XF-01 Primary Solid Tumor LGG LGGPrimary Solid Tumor +TCGA-DB-A4XG-01 Primary Solid Tumor LGG LGGPrimary Solid Tumor +TCGA-DB-A4XH-01 Primary Solid Tumor LGG LGGPrimary Solid Tumor +TCGA-DB-A64L-01 Primary Solid Tumor LGG LGGPrimary Solid Tumor +TCGA-DB-A64O-01 Primary Solid Tumor LGG LGGPrimary Solid Tumor +TCGA-DB-A64P-01 Primary Solid Tumor LGG LGGPrimary Solid Tumor +TCGA-DB-A64Q-01 Primary Solid Tumor LGG LGGPrimary Solid Tumor +TCGA-DB-A64R-01 Primary Solid Tumor LGG LGGPrimary Solid Tumor +TCGA-DB-A64S-01 Primary Solid Tumor LGG LGGPrimary Solid Tumor +TCGA-DB-A64U-01 Primary Solid Tumor LGG LGGPrimary Solid Tumor +TCGA-DB-A64V-01 Primary Solid Tumor LGG LGGPrimary Solid Tumor +TCGA-DB-A64W-01 Primary Solid Tumor LGG LGGPrimary Solid Tumor +TCGA-DB-A64X-01 Primary Solid Tumor LGG LGGPrimary Solid Tumor +TCGA-DB-A75K-01 Primary Solid Tumor LGG LGGPrimary Solid Tumor +TCGA-DB-A75L-01 Primary Solid Tumor LGG LGGPrimary Solid Tumor +TCGA-DB-A75M-01 Primary Solid Tumor LGG LGGPrimary Solid Tumor +TCGA-DB-A75O-01 Primary Solid Tumor LGG LGGPrimary Solid Tumor +TCGA-DB-A75P-01 Primary Solid Tumor LGG LGGPrimary Solid Tumor +TCGA-DC-4745-01 Primary Solid Tumor READ READPrimary Solid Tumor +TCGA-DC-4749-01 Primary Solid Tumor READ READPrimary Solid Tumor +TCGA-DC-5337-01 Primary Solid Tumor READ READPrimary Solid Tumor +TCGA-DC-5869-01 Primary Solid Tumor READ READPrimary Solid Tumor +TCGA-DC-6154-01 Primary Solid Tumor READ READPrimary Solid Tumor +TCGA-DC-6155-01 Primary Solid Tumor READ READPrimary Solid Tumor +TCGA-DC-6156-01 Primary Solid Tumor READ READPrimary Solid Tumor +TCGA-DC-6157-01 Primary Solid Tumor READ READPrimary Solid Tumor +TCGA-DC-6158-01 Primary Solid Tumor READ READPrimary Solid Tumor +TCGA-DC-6160-01 Primary Solid Tumor READ READPrimary Solid Tumor +TCGA-DC-6681-01 Primary Solid Tumor READ READPrimary Solid Tumor +TCGA-DC-6682-01 Primary Solid Tumor READ READPrimary Solid Tumor +TCGA-DC-6683-01 Primary Solid Tumor READ READPrimary Solid Tumor +TCGA-DD-A113-01 Primary Solid Tumor LIHC LIHCPrimary Solid Tumor +TCGA-DD-A113-11 Solid Tissue Normal LIHC LIHCSolid Tissue Normal +TCGA-DD-A114-01 Primary Solid Tumor LIHC LIHCPrimary Solid Tumor +TCGA-DD-A114-11 Solid Tissue Normal LIHC LIHCSolid Tissue Normal +TCGA-DD-A115-01 Primary Solid Tumor LIHC LIHCPrimary Solid Tumor +TCGA-DD-A116-01 Primary Solid Tumor LIHC LIHCPrimary Solid Tumor +TCGA-DD-A116-11 Solid Tissue Normal LIHC LIHCSolid Tissue Normal +TCGA-DD-A118-01 Primary Solid Tumor LIHC LIHCPrimary Solid Tumor +TCGA-DD-A118-11 Solid Tissue Normal LIHC LIHCSolid Tissue Normal +TCGA-DD-A119-01 Primary Solid Tumor LIHC LIHCPrimary Solid Tumor +TCGA-DD-A119-11 Solid Tissue Normal LIHC LIHCSolid Tissue Normal +TCGA-DD-A11A-01 Primary Solid Tumor LIHC LIHCPrimary Solid Tumor +TCGA-DD-A11A-11 Solid Tissue Normal LIHC LIHCSolid Tissue Normal +TCGA-DD-A11B-01 Primary Solid Tumor LIHC LIHCPrimary Solid Tumor +TCGA-DD-A11B-11 Solid Tissue Normal LIHC LIHCSolid Tissue Normal +TCGA-DD-A11C-01 Primary Solid Tumor LIHC LIHCPrimary Solid Tumor +TCGA-DD-A11C-11 Solid Tissue Normal LIHC LIHCSolid Tissue Normal +TCGA-DD-A11D-01 Primary Solid Tumor LIHC LIHCPrimary Solid Tumor +TCGA-DD-A11D-11 Solid Tissue Normal LIHC LIHCSolid Tissue Normal +TCGA-DD-A1EA-01 Primary Solid Tumor LIHC LIHCPrimary Solid Tumor +TCGA-DD-A1EB-01 Primary Solid Tumor LIHC LIHCPrimary Solid Tumor +TCGA-DD-A1EB-11 Solid Tissue Normal LIHC LIHCSolid Tissue Normal +TCGA-DD-A1EC-01 Primary Solid Tumor LIHC LIHCPrimary Solid Tumor +TCGA-DD-A1EC-11 Solid Tissue Normal LIHC LIHCSolid Tissue Normal +TCGA-DD-A1ED-01 Primary Solid Tumor LIHC LIHCPrimary Solid Tumor +TCGA-DD-A1EE-01 Primary Solid Tumor LIHC LIHCPrimary Solid Tumor +TCGA-DD-A1EE-11 Solid Tissue Normal LIHC LIHCSolid Tissue Normal +TCGA-DD-A1EF-01 Primary Solid Tumor LIHC LIHCPrimary Solid Tumor +TCGA-DD-A1EG-01 Primary Solid Tumor LIHC LIHCPrimary Solid Tumor +TCGA-DD-A1EG-11 Solid Tissue Normal LIHC LIHCSolid Tissue Normal +TCGA-DD-A1EH-01 Primary Solid Tumor LIHC LIHCPrimary Solid Tumor +TCGA-DD-A1EH-11 Solid Tissue Normal LIHC LIHCSolid Tissue Normal +TCGA-DD-A1EI-01 Primary Solid Tumor LIHC LIHCPrimary Solid Tumor +TCGA-DD-A1EI-11 Solid Tissue Normal LIHC LIHCSolid Tissue Normal +TCGA-DD-A1EJ-01 Primary Solid Tumor LIHC LIHCPrimary Solid Tumor +TCGA-DD-A1EJ-11 Solid Tissue Normal LIHC LIHCSolid Tissue Normal +TCGA-DD-A1EK-01 Primary Solid Tumor LIHC LIHCPrimary Solid Tumor +TCGA-DD-A1EL-01 Primary Solid Tumor LIHC LIHCPrimary Solid Tumor +TCGA-DD-A1EL-11 Solid Tissue Normal LIHC LIHCSolid Tissue Normal +TCGA-DD-A39V-01 Primary Solid Tumor LIHC LIHCPrimary Solid Tumor +TCGA-DD-A39V-11 Solid Tissue Normal LIHC LIHCSolid Tissue Normal +TCGA-DD-A39W-01 Primary Solid Tumor LIHC LIHCPrimary Solid Tumor +TCGA-DD-A39W-11 Solid Tissue Normal LIHC LIHCSolid Tissue Normal +TCGA-DD-A39X-01 Primary Solid Tumor LIHC LIHCPrimary Solid Tumor +TCGA-DD-A39X-11 Solid Tissue Normal LIHC LIHCSolid Tissue Normal +TCGA-DD-A39Y-01 Primary Solid Tumor LIHC LIHCPrimary Solid Tumor +TCGA-DD-A39Z-01 Primary Solid Tumor LIHC LIHCPrimary Solid Tumor +TCGA-DD-A39Z-11 Solid Tissue Normal LIHC LIHCSolid Tissue Normal +TCGA-DD-A3A1-01 Primary Solid Tumor LIHC LIHCPrimary Solid Tumor +TCGA-DD-A3A1-11 Solid Tissue Normal LIHC LIHCSolid 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UCECPrimary Solid Tumor +TCGA-EO-A3AY-01 Primary Solid Tumor UCEC UCECPrimary Solid Tumor +TCGA-EO-A3AZ-01 Primary Solid Tumor UCEC UCECPrimary Solid Tumor +TCGA-EO-A3B0-01 Primary Solid Tumor UCEC UCECPrimary Solid Tumor +TCGA-EO-A3B1-01 Primary Solid Tumor UCEC UCECPrimary Solid Tumor +TCGA-EO-A3KU-01 Primary Solid Tumor UCEC UCECPrimary Solid Tumor +TCGA-EO-A3KW-01 Primary Solid Tumor UCEC UCECPrimary Solid Tumor +TCGA-EO-A3KX-01 Primary Solid Tumor UCEC UCECPrimary Solid Tumor +TCGA-EO-A3L0-01 Primary Solid Tumor UCEC UCECPrimary Solid Tumor +TCGA-EP-A12J-01 Primary Solid Tumor LIHC LIHCPrimary Solid Tumor +TCGA-EP-A12J-11 Solid Tissue Normal LIHC LIHCSolid Tissue Normal +TCGA-EP-A26S-01 Primary Solid Tumor LIHC LIHCPrimary Solid Tumor +TCGA-EP-A26S-11 Solid Tissue Normal LIHC LIHCSolid Tissue Normal +TCGA-EP-A2KA-01 Primary Solid Tumor LIHC LIHCPrimary Solid Tumor +TCGA-EP-A2KB-01 Primary Solid Tumor LIHC LIHCPrimary Solid Tumor +TCGA-EP-A2KC-01 Primary Solid Tumor LIHC LIHCPrimary Solid Tumor +TCGA-EP-A3JL-01 Primary Solid Tumor LIHC LIHCPrimary Solid Tumor +TCGA-EP-A3RK-01 Primary Solid Tumor LIHC LIHCPrimary Solid Tumor +TCGA-EP-A3RK-11 Solid Tissue Normal LIHC LIHCSolid Tissue Normal +TCGA-EQ-8122-01 Primary Solid Tumor STAD STADPrimary Solid Tumor +TCGA-EQ-A4SO-01 Primary Solid Tumor STAD STADPrimary Solid Tumor +TCGA-ER-A193-06 Metastatic SKCM SKCMMetastatic +TCGA-ER-A194-01 Primary Solid Tumor SKCM SKCMPrimary Solid Tumor +TCGA-ER-A195-06 Metastatic SKCM SKCMMetastatic +TCGA-ER-A196-01 Primary Solid Tumor SKCM SKCMPrimary Solid Tumor +TCGA-ER-A197-06 Metastatic SKCM SKCMMetastatic +TCGA-ER-A198-06 Metastatic SKCM SKCMMetastatic +TCGA-ER-A199-06 Metastatic SKCM SKCMMetastatic +TCGA-ER-A19A-06 Metastatic SKCM SKCMMetastatic +TCGA-ER-A19B-06 Metastatic SKCM SKCMMetastatic +TCGA-ER-A19C-06 Metastatic SKCM SKCMMetastatic +TCGA-ER-A19D-06 Metastatic SKCM SKCMMetastatic +TCGA-ER-A19E-06 Metastatic SKCM SKCMMetastatic +TCGA-ER-A19F-06 Metastatic SKCM SKCMMetastatic +TCGA-ER-A19G-06 Metastatic SKCM SKCMMetastatic +TCGA-ER-A19H-06 Metastatic SKCM SKCMMetastatic +TCGA-ER-A19J-06 Metastatic SKCM SKCMMetastatic +TCGA-ER-A19K-01 Primary Solid Tumor SKCM SKCMPrimary Solid Tumor +TCGA-ER-A19L-06 Metastatic SKCM SKCMMetastatic +TCGA-ER-A19M-06 Metastatic SKCM SKCMMetastatic +TCGA-ER-A19N-06 Metastatic SKCM SKCMMetastatic +TCGA-ER-A19O-06 Metastatic SKCM SKCMMetastatic +TCGA-ER-A19P-06 Metastatic SKCM SKCMMetastatic +TCGA-ER-A19Q-06 Metastatic SKCM SKCMMetastatic +TCGA-ER-A19S-06 Metastatic SKCM SKCMMetastatic +TCGA-ER-A19T-01 Primary Solid Tumor SKCM SKCMPrimary Solid Tumor +TCGA-ER-A19T-06 Metastatic SKCM SKCMMetastatic +TCGA-ER-A19W-06 Metastatic SKCM SKCMMetastatic +TCGA-ER-A1A1-06 Metastatic SKCM SKCMMetastatic +TCGA-ER-A2NB-01 Primary Solid Tumor SKCM SKCMPrimary Solid Tumor +TCGA-ER-A2NC-06 Metastatic SKCM SKCMMetastatic +TCGA-ER-A2ND-06 Metastatic SKCM SKCMMetastatic +TCGA-ER-A2NE-06 Metastatic SKCM SKCMMetastatic +TCGA-ER-A2NF-01 Primary Solid Tumor SKCM SKCMPrimary Solid Tumor +TCGA-ER-A2NF-06 Metastatic SKCM SKCMMetastatic +TCGA-ER-A2NG-06 Metastatic SKCM SKCMMetastatic +TCGA-ER-A2NH-06 Metastatic SKCM SKCMMetastatic +TCGA-ER-A3ES-06 Metastatic SKCM SKCMMetastatic +TCGA-ER-A3ET-06 Metastatic SKCM SKCMMetastatic +TCGA-ER-A3EV-06 Metastatic SKCM SKCMMetastatic +TCGA-ER-A3PL-06 Metastatic SKCM SKCMMetastatic +TCGA-ER-A42H-01 Primary Solid Tumor SKCM SKCMPrimary Solid Tumor +TCGA-ER-A42K-06 Metastatic SKCM SKCMMetastatic +TCGA-ER-A42L-06 Metastatic SKCM SKCMMetastatic +TCGA-ES-A2HS-01 Primary Solid Tumor LIHC LIHCPrimary Solid Tumor +TCGA-ES-A2HT-01 Primary Solid Tumor LIHC LIHCPrimary Solid Tumor +TCGA-ES-A2HT-11 Solid Tissue Normal LIHC LIHCSolid Tissue Normal +TCGA-ET-A25G-01 Primary Solid Tumor THCA THCAPrimary Solid Tumor +TCGA-ET-A25I-01 Primary Solid Tumor THCA THCAPrimary Solid Tumor +TCGA-ET-A25J-01 Primary Solid Tumor THCA THCAPrimary Solid Tumor +TCGA-ET-A25K-01 Primary Solid Tumor THCA THCAPrimary 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Primary Solid Tumor LGG LGGPrimary Solid Tumor +TCGA-FG-6692-01 Primary Solid Tumor LGG LGGPrimary Solid Tumor +TCGA-FG-7634-01 Primary Solid Tumor LGG LGGPrimary Solid Tumor +TCGA-FG-7636-01 Primary Solid Tumor LGG LGGPrimary Solid Tumor +TCGA-FG-7637-01 Primary Solid Tumor LGG LGGPrimary Solid Tumor +TCGA-FG-7638-01 Primary Solid Tumor LGG LGGPrimary Solid Tumor +TCGA-FG-7641-01 Primary Solid Tumor LGG LGGPrimary Solid Tumor +TCGA-FG-7643-01 Primary Solid Tumor LGG LGGPrimary Solid Tumor +TCGA-FG-8181-01 Primary Solid Tumor LGG LGGPrimary Solid Tumor +TCGA-FG-8182-01 Primary Solid Tumor LGG LGGPrimary Solid Tumor +TCGA-FG-8185-01 Primary Solid Tumor LGG LGGPrimary Solid Tumor +TCGA-FG-8186-01 Primary Solid Tumor LGG LGGPrimary Solid Tumor +TCGA-FG-8187-01 Primary Solid Tumor LGG LGGPrimary Solid Tumor +TCGA-FG-8188-01 Primary Solid Tumor LGG LGGPrimary Solid Tumor +TCGA-FG-8189-01 Primary Solid Tumor LGG LGGPrimary Solid Tumor +TCGA-FG-8191-01 Primary Solid Tumor LGG LGGPrimary Solid 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Tumor LGG LGGPrimary Solid Tumor +TCGA-FG-A713-01 Primary Solid Tumor LGG LGGPrimary Solid Tumor +TCGA-FG-A87N-01 Primary Solid Tumor LGG LGGPrimary Solid Tumor +TCGA-FG-A87Q-01 Primary Solid Tumor LGG LGGPrimary Solid Tumor +TCGA-FI-A2CX-01 Primary Solid Tumor UCEC UCECPrimary Solid Tumor +TCGA-FI-A2CY-01 Primary Solid Tumor UCEC UCECPrimary Solid Tumor +TCGA-FI-A2D0-01 Primary Solid Tumor UCEC UCECPrimary Solid Tumor +TCGA-FI-A2D2-01 Primary Solid Tumor UCEC UCECPrimary Solid Tumor +TCGA-FI-A2D4-01 Primary Solid Tumor UCEC UCECPrimary Solid Tumor +TCGA-FI-A2D5-01 Primary Solid Tumor UCEC UCECPrimary Solid Tumor +TCGA-FI-A2D6-01 Primary Solid Tumor UCEC UCECPrimary Solid Tumor +TCGA-FI-A2EU-01 Primary Solid Tumor UCEC UCECPrimary Solid Tumor +TCGA-FI-A2EW-01 Primary Solid Tumor UCEC UCECPrimary Solid Tumor +TCGA-FI-A2EX-01 Primary Solid Tumor UCEC UCECPrimary Solid Tumor +TCGA-FI-A2EY-01 Primary Solid Tumor UCEC UCECPrimary Solid Tumor +TCGA-FI-A2F4-01 Primary Solid Tumor UCEC UCECPrimary Solid Tumor +TCGA-FI-A2F8-01 Primary Solid Tumor UCEC UCECPrimary Solid Tumor +TCGA-FI-A2F9-01 Primary Solid Tumor UCEC UCECPrimary Solid Tumor +TCGA-FI-A3PV-01 Primary Solid Tumor UCEC UCECPrimary Solid Tumor +TCGA-FI-A3PX-01 Primary Solid Tumor UCEC UCECPrimary Solid Tumor +TCGA-FJ-A3Z7-01 Primary Solid Tumor BLCA BLCAPrimary Solid Tumor +TCGA-FJ-A3Z9-01 Primary Solid Tumor BLCA BLCAPrimary Solid Tumor +TCGA-FJ-A3ZE-01 Primary Solid Tumor BLCA BLCAPrimary Solid Tumor +TCGA-FJ-A3ZF-01 Primary Solid Tumor BLCA BLCAPrimary Solid Tumor +TCGA-FJ-A871-01 Primary Solid Tumor BLCA BLCAPrimary Solid Tumor +TCGA-FK-A3S3-01 Primary Solid Tumor THCA THCAPrimary Solid Tumor +TCGA-FK-A3SB-01 Primary Solid Tumor THCA THCAPrimary Solid Tumor +TCGA-FK-A3SD-01 Primary Solid Tumor THCA THCAPrimary Solid Tumor +TCGA-FK-A3SE-01 Primary Solid Tumor THCA THCAPrimary Solid Tumor +TCGA-FK-A3SG-01 Primary Solid Tumor THCA THCAPrimary Solid Tumor +TCGA-FK-A3SH-01 Primary Solid Tumor THCA THCAPrimary Solid Tumor +TCGA-FK-A4UB-01 Primary Solid Tumor THCA THCAPrimary Solid Tumor +TCGA-FL-A1YF-11 Solid Tissue Normal UCEC UCECSolid Tissue Normal +TCGA-FL-A1YG-11 Solid Tissue Normal UCEC UCECSolid Tissue Normal +TCGA-FL-A1YH-11 Solid Tissue Normal UCEC UCECSolid Tissue Normal +TCGA-FL-A1YI-11 Solid Tissue Normal UCEC UCECSolid Tissue Normal +TCGA-FL-A1YL-11 Solid Tissue Normal UCEC UCECSolid Tissue Normal +TCGA-FL-A1YM-11 Solid Tissue Normal UCEC UCECSolid Tissue Normal +TCGA-FL-A1YN-11 Solid Tissue Normal UCEC UCECSolid Tissue Normal +TCGA-FL-A1YQ-11 Solid Tissue Normal UCEC UCECSolid Tissue Normal +TCGA-FL-A1YT-11 Solid Tissue Normal UCEC UCECSolid Tissue Normal +TCGA-FL-A1YU-11 Solid Tissue Normal UCEC UCECSolid Tissue Normal +TCGA-FL-A1YV-11 Solid Tissue Normal UCEC UCECSolid Tissue Normal +TCGA-FL-A3WE-11 Solid Tissue Normal UCEC UCECSolid Tissue Normal +TCGA-FM-8000-01 Primary Solid Tumor DLBC DLBCPrimary Solid Tumor +TCGA-FN-7833-01 Primary Solid Tumor LGG LGGPrimary Solid Tumor +TCGA-FP-7735-01 Primary Solid Tumor STAD STADPrimary Solid Tumor +TCGA-FP-7735-11 Solid Tissue Normal STAD STADSolid Tissue Normal +TCGA-FP-7829-01 Primary Solid Tumor STAD STADPrimary Solid Tumor +TCGA-FP-7829-11 Solid Tissue Normal STAD STADSolid Tissue Normal +TCGA-FP-7916-01 Primary Solid Tumor STAD STADPrimary Solid Tumor +TCGA-FP-7998-01 Primary Solid Tumor STAD STADPrimary Solid Tumor +TCGA-FP-8099-01 Primary Solid Tumor STAD STADPrimary Solid Tumor +TCGA-FP-8209-01 Primary Solid Tumor STAD STADPrimary Solid Tumor +TCGA-FP-8210-01 Primary Solid Tumor STAD STADPrimary Solid Tumor +TCGA-FP-8211-01 Primary Solid Tumor STAD STADPrimary Solid Tumor +TCGA-FP-8631-01 Primary Solid Tumor STAD STADPrimary Solid Tumor +TCGA-FP-A4BE-01 Primary Solid Tumor STAD STADPrimary Solid Tumor +TCGA-FP-A4BF-01 Primary Solid Tumor STAD STADPrimary Solid Tumor +TCGA-FP-A8CX-01 Primary Solid Tumor STAD STADPrimary Solid Tumor +TCGA-FP-A9TM-01 Primary Solid Tumor STAD STADPrimary Solid Tumor +TCGA-FR-A2OS-01 Primary Solid Tumor SKCM SKCMPrimary Solid Tumor +TCGA-FR-A3R1-01 Primary Solid Tumor SKCM SKCMPrimary Solid Tumor +TCGA-FR-A3YN-06 Metastatic SKCM SKCMMetastatic +TCGA-FR-A3YO-06 Metastatic SKCM SKCMMetastatic +TCGA-FR-A44A-06 Metastatic SKCM SKCMMetastatic +TCGA-FR-A69P-06 Metastatic SKCM SKCMMetastatic +TCGA-FR-A726-01 Primary Solid Tumor SKCM SKCMPrimary Solid Tumor +TCGA-FR-A728-01 Primary Solid Tumor SKCM SKCMPrimary Solid Tumor +TCGA-FR-A729-06 Metastatic SKCM SKCMMetastatic +TCGA-FR-A7U8-06 Metastatic SKCM SKCMMetastatic +TCGA-FR-A7U9-06 Metastatic SKCM SKCMMetastatic +TCGA-FR-A7UA-06 Metastatic SKCM SKCMMetastatic +TCGA-FR-A8YC-06 Metastatic SKCM SKCMMetastatic +TCGA-FR-A8YD-06 Metastatic SKCM SKCMMetastatic +TCGA-FR-A8YE-06 Metastatic SKCM SKCMMetastatic +TCGA-FS-A1YW-06 Metastatic SKCM SKCMMetastatic +TCGA-FS-A1YX-06 Metastatic SKCM SKCMMetastatic +TCGA-FS-A1YY-06 Metastatic SKCM SKCMMetastatic +TCGA-FS-A1Z0-06 Metastatic SKCM SKCMMetastatic +TCGA-FS-A1Z3-06 Metastatic SKCM SKCMMetastatic +TCGA-FS-A1Z4-06 Metastatic SKCM SKCMMetastatic +TCGA-FS-A1Z7-06 Metastatic SKCM SKCMMetastatic +TCGA-FS-A1ZA-06 Metastatic SKCM SKCMMetastatic +TCGA-FS-A1ZB-06 Metastatic SKCM SKCMMetastatic +TCGA-FS-A1ZC-06 Metastatic SKCM SKCMMetastatic +TCGA-FS-A1ZD-06 Metastatic SKCM SKCMMetastatic +TCGA-FS-A1ZE-06 Metastatic SKCM SKCMMetastatic +TCGA-FS-A1ZF-06 Metastatic SKCM SKCMMetastatic +TCGA-FS-A1ZG-06 Metastatic SKCM SKCMMetastatic +TCGA-FS-A1ZH-06 Metastatic SKCM SKCMMetastatic +TCGA-FS-A1ZJ-06 Metastatic SKCM SKCMMetastatic +TCGA-FS-A1ZK-06 Metastatic SKCM SKCMMetastatic +TCGA-FS-A1ZM-06 Metastatic SKCM SKCMMetastatic +TCGA-FS-A1ZN-01 Primary Solid Tumor SKCM SKCMPrimary Solid Tumor +TCGA-FS-A1ZP-06 Metastatic SKCM SKCMMetastatic +TCGA-FS-A1ZQ-06 Metastatic SKCM SKCMMetastatic +TCGA-FS-A1ZR-06 Metastatic SKCM SKCMMetastatic +TCGA-FS-A1ZS-06 Metastatic SKCM SKCMMetastatic +TCGA-FS-A1ZT-06 Metastatic SKCM SKCMMetastatic +TCGA-FS-A1ZU-06 Metastatic SKCM SKCMMetastatic +TCGA-FS-A1ZW-06 Metastatic SKCM SKCMMetastatic +TCGA-FS-A1ZY-06 Metastatic SKCM SKCMMetastatic +TCGA-FS-A1ZZ-06 Metastatic SKCM SKCMMetastatic +TCGA-FS-A4F0-06 Metastatic SKCM SKCMMetastatic +TCGA-FS-A4F2-06 Metastatic SKCM SKCMMetastatic +TCGA-FS-A4F4-06 Metastatic SKCM SKCMMetastatic +TCGA-FS-A4F5-06 Metastatic SKCM SKCMMetastatic +TCGA-FS-A4F8-06 Metastatic SKCM SKCMMetastatic +TCGA-FS-A4F9-06 Metastatic SKCM SKCMMetastatic +TCGA-FS-A4FB-06 Metastatic SKCM SKCMMetastatic +TCGA-FS-A4FC-06 Metastatic SKCM SKCMMetastatic +TCGA-FS-A4FD-06 Metastatic SKCM SKCMMetastatic +TCGA-FT-A3EE-01 Primary Solid Tumor BLCA BLCAPrimary Solid Tumor +TCGA-FT-A61P-01 Primary Solid Tumor BLCA BLCAPrimary Solid Tumor +TCGA-FU-A23K-01 Primary Solid Tumor CESC CESCPrimary Solid Tumor +TCGA-FU-A23L-01 Primary Solid Tumor CESC CESCPrimary Solid Tumor +TCGA-FU-A2QG-01 Primary Solid Tumor CESC CESCPrimary Solid Tumor +TCGA-FU-A3EO-01 Primary Solid Tumor CESC CESCPrimary Solid Tumor +TCGA-FU-A3EO-11 Solid Tissue Normal CESC CESCSolid Tissue Normal +TCGA-FU-A3HY-01 Primary Solid Tumor CESC CESCPrimary Solid Tumor +TCGA-FU-A3HZ-01 Primary Solid Tumor CESC CESCPrimary Solid Tumor +TCGA-FU-A3NI-01 Primary Solid Tumor CESC CESCPrimary Solid Tumor +TCGA-FU-A3TQ-01 Primary Solid Tumor CESC CESCPrimary Solid Tumor +TCGA-FU-A3TX-01 Primary Solid Tumor CESC CESCPrimary Solid Tumor +TCGA-FU-A3WB-01 Primary Solid Tumor CESC CESCPrimary Solid Tumor +TCGA-FU-A3YQ-01 Primary Solid Tumor CESC CESCPrimary Solid Tumor +TCGA-FU-A40J-01 Primary Solid Tumor CESC CESCPrimary Solid Tumor +TCGA-FU-A57G-01 Primary Solid Tumor CESC CESCPrimary Solid Tumor +TCGA-FU-A5XV-01 Primary Solid Tumor CESC CESCPrimary Solid Tumor +TCGA-FU-A770-01 Primary Solid Tumor CESC CESCPrimary Solid Tumor +TCGA-FV-A23B-01 Primary Solid Tumor LIHC LIHCPrimary Solid Tumor +TCGA-FV-A23B-11 Solid Tissue Normal LIHC LIHCSolid Tissue Normal +TCGA-FV-A2QQ-01 Primary Solid Tumor LIHC LIHCPrimary Solid Tumor +TCGA-FV-A2QR-01 Primary Solid Tumor LIHC LIHCPrimary Solid Tumor +TCGA-FV-A2QR-11 Solid Tissue Normal LIHC LIHCSolid Tissue Normal +TCGA-FV-A3I0-01 Primary Solid Tumor LIHC LIHCPrimary Solid Tumor +TCGA-FV-A3I0-11 Solid Tissue Normal LIHC LIHCSolid Tissue Normal +TCGA-FV-A3I1-01 Primary Solid Tumor LIHC LIHCPrimary Solid Tumor +TCGA-FV-A3I1-11 Solid Tissue Normal LIHC LIHCSolid Tissue Normal +TCGA-FV-A3R2-01 Primary Solid Tumor LIHC LIHCPrimary Solid Tumor +TCGA-FV-A3R2-11 Solid Tissue Normal LIHC LIHCSolid Tissue Normal +TCGA-FV-A3R3-01 Primary Solid Tumor LIHC LIHCPrimary Solid Tumor +TCGA-FV-A495-01 Primary Solid Tumor LIHC LIHCPrimary Solid Tumor +TCGA-FV-A496-01 Primary Solid Tumor LIHC LIHCPrimary Solid Tumor +TCGA-FV-A4ZP-01 Primary Solid Tumor LIHC LIHCPrimary Solid Tumor +TCGA-FV-A4ZQ-01 Primary Solid Tumor LIHC LIHCPrimary Solid Tumor +TCGA-FW-A3I3-06 Metastatic SKCM SKCMMetastatic +TCGA-FW-A3R5-06 Metastatic SKCM SKCMMetastatic +TCGA-FW-A3TU-06 Metastatic SKCM SKCMMetastatic +TCGA-FW-A3TV-06 Metastatic SKCM SKCMMetastatic +TCGA-FW-A5DX-01 Primary Solid Tumor SKCM SKCMPrimary Solid Tumor +TCGA-FW-A5DY-06 Metastatic SKCM SKCMMetastatic +TCGA-FX-A2QS-01 Primary Solid Tumor SARC SARCPrimary Solid Tumor +TCGA-FX-A2QS-11 Solid Tissue Normal SARC SARCSolid Tissue Normal +TCGA-FX-A3NJ-01 Primary Solid Tumor SARC SARCPrimary Solid Tumor +TCGA-FX-A3NK-01 Primary Solid Tumor SARC SARCPrimary Solid Tumor +TCGA-FX-A3RE-01 Primary Solid Tumor SARC SARCPrimary Solid Tumor +TCGA-FX-A3TO-01 Primary Solid Tumor SARC SARCPrimary Solid Tumor +TCGA-FX-A48G-01 Primary Solid Tumor SARC SARCPrimary Solid Tumor +TCGA-FX-A76Y-01 Primary Solid Tumor SARC SARCPrimary Solid Tumor +TCGA-FX-A8OO-01 Primary Solid Tumor SARC SARCPrimary Solid Tumor +TCGA-FY-A2QD-01 Primary Solid Tumor THCA THCAPrimary Solid Tumor +TCGA-FY-A3BL-01 Primary Solid Tumor THCA THCAPrimary Solid Tumor +TCGA-FY-A3I4-01 Primary Solid Tumor THCA THCAPrimary Solid Tumor +TCGA-FY-A3I5-01 Primary Solid Tumor THCA THCAPrimary Solid Tumor +TCGA-FY-A3NM-01 Primary Solid Tumor THCA THCAPrimary Solid Tumor +TCGA-FY-A3NN-01 Primary Solid Tumor THCA THCAPrimary Solid Tumor +TCGA-FY-A3NP-01 Primary Solid Tumor THCA THCAPrimary Solid Tumor +TCGA-FY-A3ON-01 Primary Solid Tumor THCA THCAPrimary Solid Tumor +TCGA-FY-A3R6-01 Primary Solid Tumor THCA THCAPrimary Solid Tumor +TCGA-FY-A3R7-01 Primary Solid Tumor THCA THCAPrimary Solid Tumor +TCGA-FY-A3R8-01 Primary Solid Tumor THCA THCAPrimary Solid Tumor +TCGA-FY-A3R9-01 Primary Solid Tumor THCA THCAPrimary Solid Tumor +TCGA-FY-A3RA-01 Primary Solid Tumor THCA THCAPrimary Solid Tumor +TCGA-FY-A3TY-01 Primary Solid Tumor THCA THCAPrimary Solid Tumor +TCGA-FY-A3TY-11 Solid Tissue Normal THCA THCASolid Tissue Normal +TCGA-FY-A3W9-01 Primary Solid Tumor THCA THCAPrimary Solid Tumor +TCGA-FY-A3WA-01 Primary Solid Tumor THCA THCAPrimary Solid Tumor +TCGA-FY-A3YR-01 Primary Solid Tumor THCA THCAPrimary Solid Tumor +TCGA-FY-A40K-01 Primary Solid Tumor THCA THCAPrimary Solid Tumor +TCGA-FY-A40L-01 Primary Solid Tumor THCA THCAPrimary Solid Tumor +TCGA-FY-A40M-01 Primary Solid Tumor THCA THCAPrimary Solid Tumor +TCGA-FY-A40N-01 Primary Solid Tumor THCA THCAPrimary Solid Tumor +TCGA-FY-A4B0-01 Primary Solid Tumor THCA THCAPrimary Solid Tumor +TCGA-FY-A4B3-01 Primary Solid Tumor THCA THCAPrimary Solid Tumor +TCGA-FY-A4B4-01 Primary Solid Tumor THCA THCAPrimary Solid Tumor +TCGA-FY-A76V-01 Primary Solid Tumor THCA THCAPrimary Solid Tumor +TCGA-G2-A2EC-01 Primary Solid Tumor BLCA BLCAPrimary Solid Tumor +TCGA-G2-A2EF-01 Primary Solid Tumor BLCA BLCAPrimary Solid Tumor +TCGA-G2-A2EJ-01 Primary Solid Tumor BLCA BLCAPrimary Solid Tumor +TCGA-G2-A2EK-01 Primary Solid Tumor BLCA BLCAPrimary Solid Tumor +TCGA-G2-A2EL-01 Primary Solid Tumor BLCA BLCAPrimary Solid Tumor +TCGA-G2-A2EO-01 Primary Solid Tumor BLCA BLCAPrimary Solid Tumor +TCGA-G2-A2ES-01 Primary Solid Tumor BLCA BLCAPrimary Solid Tumor +TCGA-G2-A3IB-01 Primary Solid Tumor BLCA BLCAPrimary Solid Tumor +TCGA-G2-A3IE-01 Primary Solid Tumor BLCA BLCAPrimary Solid Tumor +TCGA-G2-A3VY-01 Primary Solid Tumor BLCA BLCAPrimary Solid Tumor +TCGA-G2-AA3B-01 Primary Solid Tumor BLCA BLCAPrimary Solid Tumor +TCGA-G2-AA3C-01 Primary Solid Tumor BLCA BLCAPrimary Solid Tumor +TCGA-G2-AA3D-01 Primary Solid Tumor BLCA BLCAPrimary Solid Tumor +TCGA-G2-AA3F-01 Primary Solid Tumor BLCA BLCAPrimary Solid Tumor +TCGA-G3-A25S-01 Primary Solid Tumor LIHC LIHCPrimary Solid Tumor +TCGA-G3-A25T-01 Primary Solid Tumor LIHC LIHCPrimary Solid Tumor +TCGA-G3-A25U-01 Primary Solid Tumor LIHC LIHCPrimary Solid Tumor +TCGA-G3-A25V-01 Primary Solid Tumor LIHC LIHCPrimary Solid Tumor +TCGA-G3-A25X-01 Primary Solid Tumor LIHC LIHCPrimary Solid Tumor +TCGA-G3-A25Y-01 Primary Solid Tumor LIHC LIHCPrimary Solid Tumor +TCGA-G3-A25Z-01 Primary Solid Tumor LIHC LIHCPrimary Solid Tumor +TCGA-G3-A3CG-01 Primary Solid Tumor LIHC LIHCPrimary Solid Tumor +TCGA-G3-A3CH-01 Primary Solid Tumor LIHC LIHCPrimary Solid Tumor +TCGA-G3-A3CH-11 Solid Tissue Normal LIHC LIHCSolid Tissue Normal +TCGA-G3-A3CI-01 Primary Solid Tumor LIHC LIHCPrimary Solid Tumor +TCGA-G3-A3CJ-01 Primary Solid Tumor LIHC LIHCPrimary Solid Tumor +TCGA-G3-A3CK-01 Primary Solid Tumor LIHC LIHCPrimary Solid Tumor +TCGA-G3-A5SI-01 Primary Solid Tumor LIHC LIHCPrimary Solid Tumor +TCGA-G3-A5SJ-01 Primary Solid Tumor LIHC LIHCPrimary Solid Tumor +TCGA-G3-A5SK-01 Primary Solid Tumor LIHC LIHCPrimary Solid Tumor +TCGA-G3-A5SL-01 Primary Solid Tumor LIHC LIHCPrimary Solid Tumor +TCGA-G3-A5SM-01 Primary Solid Tumor LIHC LIHCPrimary Solid Tumor +TCGA-G3-A6UC-01 Primary Solid Tumor LIHC LIHCPrimary Solid Tumor +TCGA-G3-A7M5-01 Primary Solid Tumor LIHC LIHCPrimary Solid Tumor +TCGA-G3-A7M6-01 Primary Solid Tumor LIHC LIHCPrimary Solid Tumor +TCGA-G3-A7M7-01 Primary Solid Tumor LIHC LIHCPrimary Solid Tumor +TCGA-G3-A7M8-01 Primary Solid Tumor LIHC LIHCPrimary Solid Tumor +TCGA-G3-A7M9-01 Primary Solid Tumor LIHC LIHCPrimary Solid Tumor +TCGA-G3-AAUZ-01 Primary Solid Tumor LIHC LIHCPrimary Solid Tumor +TCGA-G3-AAV0-01 Primary Solid Tumor LIHC LIHCPrimary Solid Tumor +TCGA-G3-AAV1-01 Primary Solid Tumor LIHC LIHCPrimary Solid Tumor +TCGA-G3-AAV2-01 Primary Solid Tumor LIHC LIHCPrimary Solid Tumor +TCGA-G3-AAV3-01 Primary Solid Tumor LIHC LIHCPrimary Solid Tumor +TCGA-G3-AAV4-01 Primary Solid Tumor LIHC LIHCPrimary Solid Tumor +TCGA-G3-AAV5-01 Primary Solid Tumor LIHC LIHCPrimary Solid Tumor +TCGA-G3-AAV6-01 Primary Solid Tumor LIHC LIHCPrimary Solid Tumor +TCGA-G3-AAV7-01 Primary Solid Tumor LIHC LIHCPrimary Solid Tumor +TCGA-G4-6293-01 Primary Solid Tumor COAD COADPrimary Solid Tumor +TCGA-G4-6294-01 Primary Solid Tumor COAD COADPrimary Solid Tumor +TCGA-G4-6295-01 Primary Solid Tumor COAD COADPrimary Solid Tumor +TCGA-G4-6297-01 Primary Solid Tumor COAD COADPrimary Solid Tumor +TCGA-G4-6298-01 Primary Solid Tumor COAD COADPrimary Solid Tumor +TCGA-G4-6299-01 Primary Solid Tumor COAD COADPrimary Solid Tumor +TCGA-G4-6302-01 Primary Solid Tumor COAD COADPrimary Solid Tumor +TCGA-G4-6303-01 Primary Solid Tumor COAD COADPrimary Solid Tumor +TCGA-G4-6304-01 Primary Solid Tumor COAD COADPrimary Solid Tumor +TCGA-G4-6306-01 Primary Solid Tumor COAD COADPrimary Solid Tumor +TCGA-G4-6307-01 Primary Solid Tumor COAD COADPrimary Solid Tumor +TCGA-G4-6309-01 Primary Solid Tumor COAD COADPrimary Solid Tumor +TCGA-G4-6310-01 Primary Solid Tumor COAD COADPrimary Solid Tumor +TCGA-G4-6311-01 Primary Solid Tumor COAD COADPrimary Solid Tumor +TCGA-G4-6314-01 Primary Solid Tumor COAD COADPrimary Solid Tumor +TCGA-G4-6315-01 Primary Solid Tumor COAD COADPrimary Solid Tumor +TCGA-G4-6317-01 Primary Solid Tumor COAD COADPrimary Solid Tumor +TCGA-G4-6317-02 Recurrent Solid Tumor COAD COADRecurrent Solid Tumor +TCGA-G4-6320-01 Primary Solid Tumor COAD COADPrimary Solid Tumor +TCGA-G4-6321-01 Primary Solid Tumor COAD COADPrimary Solid Tumor +TCGA-G4-6322-01 Primary Solid Tumor COAD COADPrimary Solid Tumor +TCGA-G4-6323-01 Primary Solid Tumor COAD COADPrimary Solid Tumor +TCGA-G4-6586-01 Primary Solid Tumor COAD COADPrimary Solid Tumor +TCGA-G4-6588-01 Primary Solid Tumor COAD COADPrimary Solid Tumor +TCGA-G4-6625-01 Primary Solid Tumor COAD COADPrimary Solid Tumor +TCGA-G4-6626-01 Primary Solid Tumor COAD COADPrimary Solid Tumor +TCGA-G4-6627-01 Primary Solid Tumor COAD COADPrimary Solid Tumor +TCGA-G4-6628-01 Primary Solid Tumor COAD COADPrimary Solid Tumor +TCGA-G5-6233-01 Primary Solid Tumor READ READPrimary Solid Tumor +TCGA-G5-6235-01 Primary Solid Tumor READ READPrimary Solid Tumor +TCGA-G5-6572-01 Primary Solid Tumor READ READPrimary Solid Tumor +TCGA-G5-6572-02 Recurrent Solid Tumor READ READRecurrent Solid Tumor +TCGA-G5-6641-01 Primary Solid Tumor READ READPrimary Solid Tumor +TCGA-G6-A5PC-01 Primary Solid Tumor KIRC KIRCPrimary Solid Tumor +TCGA-G6-A8L6-01 Primary Solid Tumor KIRC KIRCPrimary Solid Tumor +TCGA-G6-A8L7-01 Primary Solid Tumor KIRC KIRCPrimary Solid Tumor +TCGA-G6-A8L8-01 Primary Solid Tumor KIRC KIRCPrimary Solid Tumor +TCGA-G7-6789-01 Primary Solid Tumor KIRP KIRPPrimary Solid Tumor +TCGA-G7-6790-01 Primary Solid Tumor KIRP KIRPPrimary Solid Tumor +TCGA-G7-6792-01 Primary Solid Tumor KIRP KIRPPrimary Solid Tumor +TCGA-G7-6793-01 Primary Solid Tumor KIRP KIRPPrimary Solid Tumor +TCGA-G7-6795-01 Primary Solid Tumor KIRP KIRPPrimary Solid Tumor +TCGA-G7-6796-01 Primary Solid Tumor KIRP KIRPPrimary Solid Tumor +TCGA-G7-6797-01 Primary Solid Tumor KIRP KIRPPrimary Solid Tumor +TCGA-G7-7501-01 Primary Solid Tumor KIRP KIRPPrimary Solid Tumor +TCGA-G7-7502-01 Primary Solid Tumor KIRP KIRPPrimary Solid Tumor +TCGA-G7-A4TM-01 Primary Solid Tumor KIRP KIRPPrimary Solid Tumor +TCGA-G7-A8LB-01 Primary Solid Tumor KIRP KIRPPrimary Solid Tumor +TCGA-G7-A8LC-01 Primary Solid Tumor KIRP KIRPPrimary Solid Tumor +TCGA-G7-A8LD-01 Primary Solid Tumor KIRP KIRPPrimary Solid Tumor +TCGA-G7-A8LE-01 Primary Solid Tumor KIRP KIRPPrimary Solid Tumor +TCGA-G8-6324-01 Primary Solid Tumor DLBC DLBCPrimary Solid Tumor +TCGA-G8-6325-01 Primary Solid Tumor DLBC DLBCPrimary Solid Tumor +TCGA-G8-6326-01 Primary Solid Tumor DLBC DLBCPrimary Solid Tumor +TCGA-G8-6906-01 Primary Solid Tumor DLBC DLBCPrimary Solid Tumor +TCGA-G8-6907-01 Primary Solid Tumor DLBC DLBCPrimary Solid Tumor +TCGA-G8-6909-01 Primary Solid Tumor DLBC DLBCPrimary Solid Tumor +TCGA-G8-6914-01 Primary Solid Tumor DLBC DLBCPrimary Solid Tumor +TCGA-G9-6329-01 Primary Solid Tumor PRAD PRADPrimary Solid Tumor +TCGA-G9-6332-01 Primary Solid Tumor PRAD PRADPrimary Solid Tumor +TCGA-G9-6333-01 Primary Solid Tumor PRAD PRADPrimary Solid Tumor +TCGA-G9-6333-11 Solid Tissue Normal PRAD PRADSolid Tissue Normal +TCGA-G9-6336-01 Primary Solid Tumor PRAD PRADPrimary Solid Tumor +TCGA-G9-6338-01 Primary Solid Tumor PRAD PRADPrimary Solid Tumor +TCGA-G9-6339-01 Primary Solid Tumor PRAD PRADPrimary Solid Tumor +TCGA-G9-6342-01 Primary Solid Tumor PRAD PRADPrimary Solid Tumor +TCGA-G9-6342-11 Solid Tissue Normal PRAD PRADSolid Tissue Normal +TCGA-G9-6343-01 Primary Solid Tumor PRAD PRADPrimary Solid Tumor +TCGA-G9-6347-01 Primary Solid Tumor PRAD PRADPrimary Solid Tumor +TCGA-G9-6348-01 Primary Solid Tumor PRAD PRADPrimary Solid Tumor +TCGA-G9-6348-11 Solid Tissue Normal PRAD PRADSolid Tissue Normal +TCGA-G9-6351-01 Primary Solid Tumor PRAD PRADPrimary Solid Tumor +TCGA-G9-6351-11 Solid Tissue Normal PRAD PRADSolid Tissue Normal +TCGA-G9-6353-01 Primary Solid Tumor PRAD PRADPrimary Solid Tumor +TCGA-G9-6354-01 Primary Solid Tumor PRAD PRADPrimary Solid Tumor +TCGA-G9-6356-01 Primary Solid Tumor PRAD PRADPrimary Solid Tumor +TCGA-G9-6356-11 Solid Tissue Normal PRAD PRADSolid Tissue Normal +TCGA-G9-6361-01 Primary Solid Tumor PRAD PRADPrimary Solid Tumor +TCGA-G9-6362-01 Primary Solid Tumor PRAD PRADPrimary Solid Tumor +TCGA-G9-6362-11 Solid Tissue Normal PRAD PRADSolid Tissue Normal +TCGA-G9-6363-01 Primary Solid Tumor PRAD PRADPrimary Solid Tumor +TCGA-G9-6363-11 Solid Tissue Normal PRAD PRADSolid Tissue Normal +TCGA-G9-6364-01 Primary Solid Tumor PRAD PRADPrimary Solid Tumor +TCGA-G9-6365-01 Primary Solid Tumor PRAD PRADPrimary Solid Tumor +TCGA-G9-6365-11 Solid Tissue Normal PRAD PRADSolid Tissue Normal +TCGA-G9-6366-01 Primary Solid Tumor PRAD PRADPrimary Solid Tumor +TCGA-G9-6367-01 Primary Solid Tumor PRAD PRADPrimary Solid Tumor +TCGA-G9-6369-01 Primary Solid Tumor PRAD PRADPrimary Solid Tumor +TCGA-G9-6370-01 Primary Solid Tumor PRAD PRADPrimary Solid Tumor +TCGA-G9-6371-01 Primary Solid Tumor PRAD PRADPrimary Solid Tumor +TCGA-G9-6373-01 Primary Solid Tumor PRAD PRADPrimary Solid Tumor +TCGA-G9-6377-01 Primary Solid Tumor PRAD PRADPrimary Solid Tumor +TCGA-G9-6378-01 Primary Solid Tumor PRAD PRADPrimary Solid Tumor +TCGA-G9-6379-01 Primary Solid Tumor PRAD PRADPrimary Solid Tumor +TCGA-G9-6384-01 Primary Solid Tumor PRAD PRADPrimary Solid Tumor +TCGA-G9-6384-11 Solid Tissue Normal PRAD PRADSolid Tissue Normal +TCGA-G9-6385-01 Primary Solid Tumor PRAD PRADPrimary Solid Tumor +TCGA-G9-6494-01 Primary Solid Tumor PRAD PRADPrimary Solid Tumor +TCGA-G9-6496-01 Primary Solid Tumor PRAD PRADPrimary Solid Tumor +TCGA-G9-6496-11 Solid Tissue Normal PRAD PRADSolid Tissue Normal +TCGA-G9-6498-01 Primary Solid Tumor PRAD PRADPrimary Solid Tumor +TCGA-G9-6499-01 Primary Solid Tumor PRAD PRADPrimary Solid Tumor +TCGA-G9-6499-11 Solid Tissue Normal PRAD PRADSolid Tissue Normal +TCGA-G9-7509-01 Primary Solid Tumor PRAD PRADPrimary Solid Tumor +TCGA-G9-7510-01 Primary Solid Tumor PRAD PRADPrimary Solid Tumor +TCGA-G9-7519-01 Primary Solid Tumor PRAD PRADPrimary Solid Tumor +TCGA-G9-7521-01 Primary Solid Tumor PRAD PRADPrimary Solid Tumor +TCGA-G9-7522-01 Primary Solid Tumor PRAD PRADPrimary Solid Tumor +TCGA-G9-7523-01 Primary Solid Tumor PRAD PRADPrimary Solid Tumor +TCGA-G9-7525-01 Primary Solid Tumor PRAD PRADPrimary Solid Tumor +TCGA-G9-A9S0-01 Primary Solid Tumor PRAD PRADPrimary Solid Tumor +TCGA-G9-A9S4-01 Primary Solid Tumor PRAD PRADPrimary Solid Tumor +TCGA-G9-A9S7-01 Primary Solid Tumor PRAD PRADPrimary Solid Tumor +TCGA-GC-A3BM-01 Primary Solid Tumor BLCA BLCAPrimary Solid Tumor +TCGA-GC-A3BM-11 Solid Tissue Normal BLCA BLCASolid Tissue Normal +TCGA-GC-A3I6-01 Primary Solid Tumor BLCA BLCAPrimary Solid Tumor +TCGA-GC-A3OO-01 Primary Solid Tumor BLCA BLCAPrimary Solid Tumor +TCGA-GC-A3RB-01 Primary Solid Tumor BLCA BLCAPrimary Solid Tumor +TCGA-GC-A3RC-01 Primary Solid Tumor BLCA BLCAPrimary Solid Tumor +TCGA-GC-A3RD-01 Primary Solid Tumor BLCA BLCAPrimary Solid Tumor +TCGA-GC-A3WC-01 Primary Solid Tumor BLCA BLCAPrimary Solid Tumor +TCGA-GC-A3WC-11 Solid Tissue Normal BLCA BLCASolid Tissue Normal +TCGA-GC-A3YS-01 Primary Solid Tumor BLCA BLCAPrimary Solid Tumor +TCGA-GC-A4ZW-01 Primary Solid Tumor BLCA BLCAPrimary Solid Tumor +TCGA-GC-A6I1-01 Primary Solid Tumor BLCA BLCAPrimary Solid Tumor +TCGA-GC-A6I3-01 Primary Solid Tumor BLCA BLCAPrimary Solid Tumor +TCGA-GC-A6I3-11 Solid Tissue Normal BLCA BLCASolid Tissue Normal +TCGA-GD-A2C5-01 Primary Solid Tumor BLCA BLCAPrimary Solid Tumor +TCGA-GD-A2C5-11 Solid Tissue Normal BLCA BLCASolid Tissue Normal +TCGA-GD-A3OP-01 Primary Solid Tumor BLCA BLCAPrimary Solid Tumor +TCGA-GD-A3OP-11 Solid Tissue Normal BLCA BLCASolid Tissue Normal +TCGA-GD-A3OQ-01 Primary Solid Tumor BLCA BLCAPrimary Solid Tumor +TCGA-GD-A3OQ-11 Solid Tissue Normal BLCA BLCASolid Tissue Normal +TCGA-GD-A3OS-01 Primary Solid Tumor BLCA BLCAPrimary Solid Tumor +TCGA-GD-A6C6-01 Primary Solid Tumor BLCA BLCAPrimary Solid Tumor +TCGA-GD-A76B-01 Primary Solid Tumor BLCA BLCAPrimary Solid Tumor +TCGA-GE-A2C6-01 Primary Solid Tumor THCA THCAPrimary Solid Tumor +TCGA-GE-A2C6-11 Solid Tissue Normal THCA THCASolid Tissue Normal +TCGA-GF-A2C7-01 Primary Solid Tumor SKCM SKCMPrimary Solid Tumor +TCGA-GF-A3OT-06 Metastatic SKCM SKCMMetastatic +TCGA-GF-A4EO-06 Metastatic SKCM SKCMMetastatic +TCGA-GF-A6C8-06 Metastatic SKCM SKCMMetastatic +TCGA-GF-A6C9-06 Metastatic SKCM SKCMMetastatic +TCGA-GF-A769-01 Primary Solid Tumor SKCM SKCMPrimary Solid Tumor +TCGA-GH-A9DA-01 Primary Solid Tumor CESC CESCPrimary Solid Tumor +TCGA-GI-A2C8-01 Primary Solid Tumor BRCA BRCAPrimary Solid Tumor +TCGA-GI-A2C8-11 Solid Tissue Normal BRCA BRCASolid Tissue Normal +TCGA-GI-A2C9-01 Primary Solid Tumor BRCA BRCAPrimary Solid Tumor +TCGA-GI-A2C9-11 Solid Tissue Normal BRCA BRCASolid Tissue Normal +TCGA-GJ-A3OU-01 Primary Solid Tumor LIHC LIHCPrimary Solid Tumor +TCGA-GJ-A6C0-01 Primary Solid Tumor LIHC LIHCPrimary Solid Tumor +TCGA-GJ-A9DB-01 Primary Solid Tumor LIHC LIHCPrimary Solid Tumor +TCGA-GK-A6C7-01 Primary Solid Tumor KIRC KIRCPrimary Solid Tumor +TCGA-GL-6846-01 Primary Solid Tumor KIRP KIRPPrimary Solid Tumor +TCGA-GL-6846-11 Solid Tissue Normal KIRP KIRPSolid Tissue Normal +TCGA-GL-7773-01 Primary Solid Tumor KIRP KIRPPrimary Solid Tumor +TCGA-GL-7966-01 Primary Solid Tumor KIRP KIRPPrimary Solid Tumor +TCGA-GL-7966-11 Solid Tissue Normal KIRP KIRPSolid Tissue Normal +TCGA-GL-8500-01 Primary Solid Tumor KIRP KIRPPrimary Solid Tumor +TCGA-GL-A4EM-01 Primary Solid Tumor KIRP KIRPPrimary Solid Tumor +TCGA-GL-A59R-01 Primary Solid Tumor KIRP KIRPPrimary Solid Tumor +TCGA-GL-A59R-11 Solid Tissue Normal KIRP KIRPSolid Tissue Normal +TCGA-GL-A59T-01 Primary Solid Tumor KIRP KIRPPrimary Solid Tumor +TCGA-GL-A9DC-01 Primary Solid Tumor KIRP KIRPPrimary Solid Tumor +TCGA-GL-A9DD-01 Primary Solid Tumor KIRP KIRPPrimary Solid Tumor +TCGA-GL-A9DE-01 Primary Solid Tumor KIRP KIRPPrimary Solid Tumor +TCGA-GL-A9DE-11 Solid Tissue Normal KIRP KIRPSolid Tissue Normal +TCGA-GM-A2D9-01 Primary Solid Tumor BRCA BRCAPrimary Solid Tumor +TCGA-GM-A2DA-01 Primary Solid Tumor BRCA BRCAPrimary Solid Tumor +TCGA-GM-A2DB-01 Primary Solid Tumor BRCA BRCAPrimary Solid Tumor +TCGA-GM-A2DC-01 Primary Solid Tumor BRCA BRCAPrimary Solid Tumor +TCGA-GM-A2DD-01 Primary Solid Tumor BRCA BRCAPrimary Solid Tumor +TCGA-GM-A2DF-01 Primary Solid Tumor BRCA BRCAPrimary Solid Tumor +TCGA-GM-A2DH-01 Primary Solid Tumor BRCA BRCAPrimary Solid Tumor +TCGA-GM-A2DI-01 Primary Solid Tumor BRCA BRCAPrimary Solid Tumor +TCGA-GM-A2DK-01 Primary Solid Tumor BRCA BRCAPrimary Solid Tumor +TCGA-GM-A2DL-01 Primary Solid Tumor BRCA BRCAPrimary Solid Tumor +TCGA-GM-A2DM-01 Primary Solid Tumor BRCA BRCAPrimary Solid Tumor +TCGA-GM-A2DN-01 Primary Solid Tumor BRCA BRCAPrimary Solid Tumor +TCGA-GM-A2DO-01 Primary Solid Tumor BRCA BRCAPrimary Solid Tumor +TCGA-GM-A3NW-01 Primary Solid Tumor BRCA BRCAPrimary Solid Tumor +TCGA-GM-A3NY-01 Primary Solid Tumor BRCA BRCAPrimary Solid Tumor +TCGA-GM-A3XG-01 Primary Solid Tumor BRCA BRCAPrimary Solid Tumor +TCGA-GM-A3XL-01 Primary Solid Tumor BRCA BRCAPrimary Solid Tumor +TCGA-GM-A3XN-01 Primary Solid Tumor BRCA BRCAPrimary Solid Tumor +TCGA-GM-A4E0-01 Primary Solid Tumor BRCA BRCAPrimary Solid Tumor +TCGA-GM-A5PV-01 Primary Solid Tumor BRCA BRCAPrimary Solid Tumor +TCGA-GM-A5PX-01 Primary Solid Tumor BRCA BRCAPrimary Solid Tumor +TCGA-GN-A261-06 Metastatic SKCM SKCMMetastatic +TCGA-GN-A262-06 Metastatic SKCM SKCMMetastatic +TCGA-GN-A263-01 Primary Solid Tumor SKCM SKCMPrimary Solid Tumor +TCGA-GN-A264-06 Metastatic SKCM SKCMMetastatic +TCGA-GN-A265-06 Metastatic SKCM SKCMMetastatic +TCGA-GN-A266-06 Metastatic SKCM SKCMMetastatic +TCGA-GN-A267-06 Metastatic SKCM SKCMMetastatic +TCGA-GN-A268-06 Metastatic SKCM SKCMMetastatic +TCGA-GN-A26A-06 Metastatic SKCM SKCMMetastatic +TCGA-GN-A26C-01 Primary Solid Tumor SKCM SKCMPrimary Solid Tumor +TCGA-GN-A26D-06 Metastatic SKCM SKCMMetastatic +TCGA-GN-A4U3-06 Metastatic SKCM SKCMMetastatic +TCGA-GN-A4U4-06 Metastatic SKCM SKCMMetastatic +TCGA-GN-A4U5-01 Primary Solid Tumor SKCM SKCMPrimary Solid Tumor +TCGA-GN-A4U7-06 Metastatic SKCM SKCMMetastatic +TCGA-GN-A4U8-06 Metastatic SKCM SKCMMetastatic +TCGA-GN-A4U8-11 Solid Tissue Normal SKCM SKCMSolid Tissue Normal +TCGA-GN-A4U9-06 Metastatic SKCM SKCMMetastatic +TCGA-GN-A8LK-06 Metastatic SKCM SKCMMetastatic +TCGA-GN-A8LL-06 Metastatic SKCM SKCMMetastatic +TCGA-GN-A8LN-01 Primary Solid Tumor SKCM SKCMPrimary Solid Tumor +TCGA-GN-A9SD-06 Metastatic SKCM SKCMMetastatic +TCGA-GR-7351-01 Primary Solid Tumor DLBC DLBCPrimary Solid Tumor +TCGA-GR-7353-01 Primary Solid Tumor DLBC DLBCPrimary Solid Tumor +TCGA-GR-A4D4-01 Primary Solid Tumor DLBC DLBCPrimary Solid Tumor +TCGA-GR-A4D5-01 Primary Solid Tumor DLBC DLBCPrimary Solid Tumor +TCGA-GR-A4D6-01 Primary Solid Tumor DLBC DLBCPrimary Solid Tumor +TCGA-GR-A4D9-01 Primary Solid Tumor DLBC DLBCPrimary Solid Tumor +TCGA-GS-A9TQ-01 Primary Solid Tumor DLBC DLBCPrimary Solid Tumor +TCGA-GS-A9TT-01 Primary Solid Tumor DLBC DLBCPrimary Solid Tumor +TCGA-GS-A9TU-01 Primary Solid Tumor DLBC DLBCPrimary Solid Tumor +TCGA-GS-A9TV-01 Primary Solid Tumor DLBC DLBCPrimary Solid Tumor +TCGA-GS-A9TW-01 Primary Solid Tumor DLBC DLBCPrimary Solid Tumor +TCGA-GS-A9TX-01 Primary Solid Tumor DLBC DLBCPrimary Solid Tumor +TCGA-GS-A9TY-01 Primary Solid Tumor DLBC DLBCPrimary Solid Tumor +TCGA-GS-A9TZ-01 Primary Solid Tumor DLBC DLBCPrimary Solid Tumor +TCGA-GS-A9U3-01 Primary Solid Tumor DLBC DLBCPrimary Solid Tumor +TCGA-GS-A9U4-01 Primary Solid Tumor DLBC DLBCPrimary Solid Tumor +TCGA-GU-A42P-01 Primary Solid Tumor BLCA BLCAPrimary Solid Tumor +TCGA-GU-A42Q-01 Primary Solid Tumor BLCA BLCAPrimary Solid Tumor +TCGA-GU-A42R-01 Primary Solid Tumor BLCA BLCAPrimary Solid Tumor +TCGA-GU-A762-01 Primary Solid Tumor BLCA BLCAPrimary Solid Tumor +TCGA-GU-A763-01 Primary Solid Tumor BLCA BLCAPrimary Solid Tumor +TCGA-GU-A764-01 Primary Solid Tumor BLCA BLCAPrimary Solid Tumor +TCGA-GU-A766-01 Primary Solid Tumor BLCA BLCAPrimary Solid Tumor +TCGA-GU-A767-01 Primary Solid Tumor BLCA BLCAPrimary Solid Tumor +TCGA-GU-AATO-01 Primary Solid Tumor BLCA BLCAPrimary Solid Tumor +TCGA-GU-AATP-01 Primary Solid Tumor BLCA BLCAPrimary Solid Tumor +TCGA-GU-AATQ-01 Primary Solid Tumor BLCA BLCAPrimary Solid Tumor +TCGA-GV-A3JV-01 Primary Solid Tumor BLCA BLCAPrimary Solid Tumor +TCGA-GV-A3JW-01 Primary Solid Tumor BLCA BLCAPrimary Solid Tumor +TCGA-GV-A3JX-01 Primary Solid Tumor BLCA BLCAPrimary Solid Tumor +TCGA-GV-A3JZ-01 Primary Solid Tumor BLCA BLCAPrimary Solid Tumor +TCGA-GV-A3QF-01 Primary Solid Tumor BLCA BLCAPrimary Solid Tumor +TCGA-GV-A3QG-01 Primary Solid Tumor BLCA BLCAPrimary Solid Tumor +TCGA-GV-A3QH-01 Primary Solid Tumor BLCA BLCAPrimary Solid Tumor +TCGA-GV-A3QI-01 Primary Solid Tumor BLCA BLCAPrimary Solid Tumor +TCGA-GV-A3QK-01 Primary Solid Tumor BLCA BLCAPrimary Solid Tumor +TCGA-GV-A40E-01 Primary Solid Tumor BLCA BLCAPrimary Solid Tumor +TCGA-GV-A40G-01 Primary Solid Tumor BLCA BLCAPrimary Solid Tumor +TCGA-GV-A6ZA-01 Primary Solid Tumor BLCA BLCAPrimary Solid Tumor +TCGA-H2-A26U-01 Primary Solid Tumor THCA THCAPrimary Solid Tumor +TCGA-H2-A2K9-01 Primary Solid Tumor THCA THCAPrimary Solid Tumor +TCGA-H2-A2K9-11 Solid Tissue Normal THCA THCASolid Tissue Normal +TCGA-H2-A3RH-01 Primary Solid Tumor THCA THCAPrimary Solid Tumor +TCGA-H2-A3RI-01 Primary Solid Tumor THCA THCAPrimary Solid Tumor +TCGA-H2-A3RI-11 Solid Tissue Normal THCA THCASolid Tissue Normal +TCGA-H2-A421-01 Primary Solid Tumor THCA THCAPrimary Solid Tumor +TCGA-H2-A422-01 Primary Solid Tumor THCA THCAPrimary Solid Tumor +TCGA-H4-A2HO-01 Primary Solid Tumor BLCA BLCAPrimary Solid Tumor +TCGA-H4-A2HQ-01 Primary Solid Tumor BLCA BLCAPrimary Solid Tumor +TCGA-H5-A2HR-01 Primary Solid Tumor UCEC UCECPrimary Solid Tumor +TCGA-H6-8124-01 Primary Solid Tumor PAAD PAADPrimary Solid Tumor +TCGA-H6-8124-11 Solid Tissue Normal PAAD PAADSolid Tissue Normal +TCGA-H6-A45N-01 Primary Solid Tumor PAAD PAADPrimary Solid Tumor +TCGA-H6-A45N-11 Solid Tissue Normal PAAD PAADSolid Tissue Normal +TCGA-H7-7774-01 Primary Solid Tumor HNSC HNSCPrimary Solid Tumor +TCGA-H7-8501-01 Primary Solid Tumor HNSC HNSCPrimary Solid Tumor +TCGA-H7-8502-01 Primary Solid Tumor HNSC HNSCPrimary Solid Tumor +TCGA-H7-A6C4-01 Primary Solid Tumor HNSC HNSCPrimary Solid Tumor +TCGA-H7-A6C4-11 Solid Tissue Normal HNSC HNSCSolid Tissue Normal +TCGA-H7-A6C5-11 Solid Tissue Normal HNSC HNSCSolid Tissue Normal +TCGA-H7-A76A-01 Primary Solid Tumor HNSC HNSCPrimary Solid Tumor +TCGA-H8-A6C1-01 Primary Solid Tumor PAAD PAADPrimary Solid Tumor +TCGA-H9-7775-01 Primary Solid Tumor PRAD PRADPrimary Solid Tumor +TCGA-H9-A6BX-01 Primary Solid Tumor PRAD PRADPrimary Solid Tumor +TCGA-H9-A6BY-01 Primary Solid Tumor PRAD PRADPrimary Solid Tumor +TCGA-HB-A2OT-01 Primary Solid Tumor SARC SARCPrimary Solid Tumor +TCGA-HB-A3L4-01 Primary Solid Tumor SARC SARCPrimary Solid Tumor +TCGA-HB-A3YV-01 Primary Solid Tumor SARC SARCPrimary Solid Tumor +TCGA-HB-A43Z-01 Primary Solid Tumor SARC SARCPrimary Solid Tumor +TCGA-HB-A5W3-01 Primary Solid Tumor SARC SARCPrimary Solid Tumor +TCGA-HC-7075-01 Primary Solid Tumor PRAD PRADPrimary Solid Tumor +TCGA-HC-7077-01 Primary Solid Tumor PRAD PRADPrimary Solid Tumor +TCGA-HC-7078-01 Primary Solid Tumor PRAD PRADPrimary Solid Tumor +TCGA-HC-7079-01 Primary Solid Tumor PRAD PRADPrimary Solid Tumor +TCGA-HC-7080-01 Primary Solid Tumor PRAD PRADPrimary Solid Tumor +TCGA-HC-7081-01 Primary Solid Tumor PRAD PRADPrimary Solid Tumor +TCGA-HC-7209-01 Primary Solid Tumor PRAD PRADPrimary Solid Tumor +TCGA-HC-7210-01 Primary Solid Tumor PRAD PRADPrimary Solid Tumor +TCGA-HC-7211-01 Primary Solid Tumor PRAD PRADPrimary Solid Tumor +TCGA-HC-7211-11 Solid Tissue Normal PRAD PRADSolid Tissue Normal +TCGA-HC-7212-01 Primary Solid Tumor PRAD PRADPrimary Solid Tumor +TCGA-HC-7213-01 Primary Solid Tumor PRAD PRADPrimary Solid Tumor +TCGA-HC-7230-01 Primary Solid Tumor PRAD PRADPrimary Solid Tumor +TCGA-HC-7231-01 Primary Solid Tumor PRAD PRADPrimary Solid Tumor +TCGA-HC-7232-01 Primary Solid Tumor PRAD PRADPrimary Solid Tumor +TCGA-HC-7233-01 Primary Solid Tumor PRAD PRADPrimary Solid Tumor +TCGA-HC-7736-01 Primary Solid Tumor PRAD PRADPrimary Solid Tumor +TCGA-HC-7737-01 Primary Solid Tumor PRAD PRADPrimary Solid Tumor +TCGA-HC-7737-11 Solid Tissue Normal PRAD PRADSolid Tissue Normal +TCGA-HC-7738-01 Primary Solid Tumor PRAD PRADPrimary Solid Tumor +TCGA-HC-7738-11 Solid Tissue Normal PRAD PRADSolid Tissue Normal +TCGA-HC-7740-01 Primary Solid Tumor PRAD PRADPrimary Solid Tumor +TCGA-HC-7740-11 Solid Tissue Normal PRAD PRADSolid Tissue Normal +TCGA-HC-7742-01 Primary Solid Tumor PRAD PRADPrimary Solid Tumor +TCGA-HC-7742-11 Solid Tissue Normal PRAD PRADSolid Tissue Normal +TCGA-HC-7744-01 Primary Solid Tumor PRAD PRADPrimary Solid Tumor +TCGA-HC-7745-01 Primary Solid Tumor PRAD PRADPrimary Solid Tumor +TCGA-HC-7745-11 Solid Tissue Normal PRAD PRADSolid Tissue Normal +TCGA-HC-7747-01 Primary Solid Tumor PRAD PRADPrimary Solid Tumor +TCGA-HC-7747-11 Solid Tissue Normal PRAD PRADSolid Tissue Normal +TCGA-HC-7748-01 Primary Solid Tumor PRAD PRADPrimary Solid Tumor +TCGA-HC-7749-01 Primary Solid Tumor PRAD PRADPrimary Solid Tumor +TCGA-HC-7750-01 Primary Solid Tumor PRAD PRADPrimary Solid Tumor +TCGA-HC-7752-01 Primary Solid Tumor PRAD PRADPrimary Solid Tumor +TCGA-HC-7752-11 Solid Tissue Normal PRAD PRADSolid Tissue Normal +TCGA-HC-7817-01 Primary Solid Tumor PRAD PRADPrimary Solid Tumor +TCGA-HC-7818-01 Primary Solid Tumor PRAD PRADPrimary Solid Tumor +TCGA-HC-7819-01 Primary Solid Tumor PRAD PRADPrimary Solid Tumor +TCGA-HC-7819-11 Solid Tissue Normal PRAD PRADSolid Tissue Normal +TCGA-HC-7820-01 Primary Solid Tumor PRAD PRADPrimary Solid Tumor +TCGA-HC-7821-01 Primary Solid Tumor PRAD PRADPrimary Solid Tumor +TCGA-HC-8213-01 Primary Solid Tumor PRAD PRADPrimary Solid Tumor +TCGA-HC-8216-01 Primary Solid Tumor PRAD PRADPrimary Solid Tumor +TCGA-HC-8256-01 Primary Solid Tumor PRAD PRADPrimary Solid Tumor +TCGA-HC-8257-01 Primary Solid Tumor PRAD PRADPrimary Solid Tumor +TCGA-HC-8258-01 Primary Solid Tumor PRAD PRADPrimary Solid Tumor +TCGA-HC-8258-11 Solid Tissue Normal PRAD PRADSolid Tissue Normal +TCGA-HC-8259-01 Primary Solid Tumor PRAD PRADPrimary Solid Tumor +TCGA-HC-8259-11 Solid Tissue Normal PRAD PRADSolid Tissue Normal +TCGA-HC-8260-01 Primary Solid Tumor PRAD PRADPrimary Solid Tumor +TCGA-HC-8260-11 Solid Tissue Normal PRAD PRADSolid Tissue Normal +TCGA-HC-8261-01 Primary Solid Tumor PRAD PRADPrimary Solid Tumor +TCGA-HC-8262-01 Primary Solid Tumor PRAD PRADPrimary Solid Tumor +TCGA-HC-8262-11 Solid Tissue Normal PRAD PRADSolid Tissue Normal +TCGA-HC-8264-01 Primary Solid Tumor PRAD PRADPrimary Solid Tumor +TCGA-HC-8265-01 Primary Solid Tumor PRAD PRADPrimary Solid Tumor +TCGA-HC-8266-01 Primary Solid Tumor PRAD PRADPrimary Solid Tumor +TCGA-HC-A48F-01 Primary Solid Tumor PRAD PRADPrimary Solid Tumor +TCGA-HC-A4ZV-01 Primary Solid Tumor PRAD PRADPrimary Solid Tumor +TCGA-HC-A631-01 Primary Solid Tumor PRAD PRADPrimary Solid Tumor +TCGA-HC-A632-01 Primary Solid Tumor PRAD PRADPrimary Solid Tumor +TCGA-HC-A6AL-01 Primary Solid Tumor PRAD PRADPrimary Solid Tumor +TCGA-HC-A6AN-01 Primary Solid Tumor PRAD PRADPrimary Solid Tumor +TCGA-HC-A6AO-01 Primary Solid Tumor PRAD PRADPrimary Solid Tumor +TCGA-HC-A6AP-01 Primary Solid Tumor PRAD PRADPrimary Solid Tumor +TCGA-HC-A6AQ-01 Primary Solid Tumor PRAD PRADPrimary Solid Tumor +TCGA-HC-A6AS-01 Primary Solid Tumor PRAD PRADPrimary Solid Tumor +TCGA-HC-A6HX-01 Primary Solid Tumor PRAD PRADPrimary Solid Tumor +TCGA-HC-A6HY-01 Primary Solid Tumor PRAD PRADPrimary Solid Tumor +TCGA-HC-A76W-01 Primary Solid Tumor PRAD PRADPrimary Solid Tumor +TCGA-HC-A76X-01 Primary Solid Tumor PRAD PRADPrimary Solid Tumor +TCGA-HC-A8CY-01 Primary Solid Tumor PRAD PRADPrimary Solid Tumor +TCGA-HC-A8D0-01 Primary Solid Tumor PRAD PRADPrimary Solid Tumor +TCGA-HC-A8D1-01 Primary Solid Tumor PRAD PRADPrimary Solid Tumor +TCGA-HC-A9TE-01 Primary Solid Tumor PRAD PRADPrimary Solid Tumor +TCGA-HC-A9TH-01 Primary Solid Tumor PRAD PRADPrimary Solid Tumor +TCGA-HD-7229-01 Primary Solid Tumor HNSC HNSCPrimary Solid Tumor +TCGA-HD-7753-01 Primary Solid Tumor HNSC HNSCPrimary Solid Tumor +TCGA-HD-7754-01 Primary Solid Tumor HNSC HNSCPrimary Solid Tumor +TCGA-HD-7831-01 Primary Solid Tumor HNSC HNSCPrimary Solid Tumor +TCGA-HD-7832-01 Primary Solid Tumor HNSC HNSCPrimary Solid Tumor +TCGA-HD-7917-01 Primary Solid Tumor HNSC HNSCPrimary Solid Tumor +TCGA-HD-8224-01 Primary Solid Tumor HNSC HNSCPrimary Solid Tumor +TCGA-HD-8314-01 Primary Solid Tumor HNSC HNSCPrimary Solid Tumor +TCGA-HD-8634-01 Primary Solid Tumor HNSC HNSCPrimary Solid Tumor +TCGA-HD-8635-01 Primary Solid Tumor HNSC HNSCPrimary Solid Tumor +TCGA-HD-8635-11 Solid Tissue Normal HNSC HNSCSolid Tissue Normal +TCGA-HD-A4C1-01 Primary Solid Tumor HNSC HNSCPrimary Solid Tumor +TCGA-HD-A633-01 Primary Solid Tumor HNSC HNSCPrimary Solid Tumor +TCGA-HD-A634-01 Primary Solid Tumor HNSC HNSCPrimary Solid Tumor +TCGA-HD-A6HZ-01 Primary Solid Tumor HNSC HNSCPrimary Solid Tumor +TCGA-HD-A6HZ-11 Solid Tissue Normal HNSC HNSCSolid Tissue Normal +TCGA-HD-A6I0-01 Primary Solid Tumor HNSC HNSCPrimary Solid Tumor +TCGA-HD-A6I0-11 Solid Tissue Normal HNSC HNSCSolid Tissue Normal +TCGA-HE-7128-01 Primary Solid Tumor KIRP KIRPPrimary Solid Tumor +TCGA-HE-7129-01 Primary Solid Tumor KIRP KIRPPrimary Solid Tumor +TCGA-HE-7130-01 Primary Solid Tumor KIRP KIRPPrimary Solid Tumor +TCGA-HE-A5NF-01 Primary Solid Tumor KIRP KIRPPrimary Solid Tumor +TCGA-HE-A5NH-01 Primary Solid Tumor KIRP KIRPPrimary Solid Tumor +TCGA-HE-A5NI-01 Primary Solid Tumor KIRP KIRPPrimary Solid Tumor +TCGA-HE-A5NJ-01 Primary Solid Tumor KIRP KIRPPrimary Solid Tumor +TCGA-HE-A5NK-01 Primary Solid Tumor KIRP KIRPPrimary Solid Tumor +TCGA-HE-A5NL-01 Primary Solid Tumor KIRP KIRPPrimary Solid Tumor +TCGA-HF-7131-01 Primary Solid Tumor STAD STADPrimary Solid Tumor +TCGA-HF-7132-01 Primary Solid Tumor STAD STADPrimary Solid Tumor +TCGA-HF-7133-01 Primary Solid Tumor STAD STADPrimary Solid Tumor +TCGA-HF-7134-01 Primary Solid Tumor STAD STADPrimary Solid Tumor +TCGA-HF-7136-01 Primary Solid Tumor STAD STADPrimary Solid Tumor +TCGA-HF-A5NB-01 Primary Solid Tumor STAD STADPrimary Solid Tumor +TCGA-HG-A2PA-01 Primary Solid Tumor CESC CESCPrimary Solid Tumor +TCGA-HI-7168-01 Primary Solid Tumor PRAD PRADPrimary Solid Tumor +TCGA-HI-7169-01 Primary Solid Tumor PRAD PRADPrimary Solid Tumor +TCGA-HI-7170-01 Primary Solid Tumor PRAD PRADPrimary Solid Tumor +TCGA-HI-7171-01 Primary Solid Tumor PRAD PRADPrimary Solid Tumor +TCGA-HJ-7597-01 Primary Solid Tumor STAD STADPrimary Solid Tumor +TCGA-HL-7533-01 Primary Solid Tumor HNSC HNSCPrimary Solid Tumor +TCGA-HM-A3JJ-01 Primary Solid Tumor CESC CESCPrimary Solid Tumor +TCGA-HM-A3JJ-11 Solid Tissue Normal CESC CESCSolid Tissue Normal +TCGA-HM-A3JK-01 Primary Solid Tumor CESC CESCPrimary Solid Tumor +TCGA-HM-A4S6-01 Primary Solid Tumor CESC CESCPrimary Solid Tumor +TCGA-HM-A6W2-01 Primary Solid Tumor CESC CESCPrimary Solid Tumor +TCGA-HM-A6W2-06 Metastatic CESC CESCMetastatic +TCGA-HN-A2NL-01 Primary Solid Tumor BRCA BRCAPrimary Solid Tumor +TCGA-HN-A2OB-01 Primary Solid Tumor BRCA BRCAPrimary Solid Tumor +TCGA-HP-A5MZ-01 Primary Solid Tumor LIHC LIHCPrimary Solid Tumor +TCGA-HP-A5N0-01 Primary Solid Tumor LIHC LIHCPrimary Solid Tumor +TCGA-HQ-A2OE-01 Primary Solid Tumor BLCA BLCAPrimary Solid Tumor +TCGA-HQ-A2OF-01 Primary Solid Tumor BLCA BLCAPrimary Solid Tumor +TCGA-HQ-A5ND-01 Primary Solid Tumor BLCA BLCAPrimary Solid Tumor +TCGA-HQ-A5NE-01 Primary Solid Tumor BLCA BLCAPrimary Solid Tumor +TCGA-HR-A2OG-06 Metastatic SKCM SKCMMetastatic +TCGA-HR-A2OH-06 Metastatic SKCM SKCMMetastatic +TCGA-HR-A5NC-01 Primary Solid Tumor SKCM SKCMPrimary Solid Tumor +TCGA-HS-A5N7-01 Primary Solid Tumor SARC SARCPrimary Solid Tumor +TCGA-HS-A5N8-01 Primary Solid Tumor SARC SARCPrimary Solid Tumor +TCGA-HS-A5N9-01 Primary Solid Tumor SARC SARCPrimary Solid Tumor +TCGA-HS-A5NA-01 Primary Solid Tumor SARC SARCPrimary Solid Tumor +TCGA-HT-7467-01 Primary Solid Tumor LGG LGGPrimary Solid Tumor +TCGA-HT-7468-01 Primary Solid Tumor LGG LGGPrimary Solid Tumor +TCGA-HT-7469-01 Primary Solid Tumor LGG LGGPrimary Solid Tumor +TCGA-HT-7470-01 Primary Solid Tumor LGG LGGPrimary Solid Tumor +TCGA-HT-7471-01 Primary Solid Tumor LGG LGGPrimary Solid Tumor +TCGA-HT-7472-01 Primary Solid Tumor LGG LGGPrimary Solid Tumor +TCGA-HT-7473-01 Primary Solid Tumor LGG LGGPrimary Solid Tumor +TCGA-HT-7474-01 Primary Solid Tumor LGG LGGPrimary Solid Tumor +TCGA-HT-7475-01 Primary Solid Tumor LGG LGGPrimary Solid Tumor +TCGA-HT-7476-01 Primary Solid Tumor LGG LGGPrimary Solid Tumor +TCGA-HT-7477-01 Primary Solid Tumor LGG LGGPrimary Solid Tumor +TCGA-HT-7478-01 Primary Solid Tumor LGG LGGPrimary Solid Tumor +TCGA-HT-7479-01 Primary Solid Tumor LGG LGGPrimary Solid Tumor +TCGA-HT-7480-01 Primary Solid Tumor LGG LGGPrimary Solid Tumor +TCGA-HT-7481-01 Primary Solid Tumor LGG LGGPrimary Solid Tumor +TCGA-HT-7482-01 Primary Solid Tumor LGG LGGPrimary Solid Tumor +TCGA-HT-7483-01 Primary Solid Tumor LGG LGGPrimary Solid Tumor +TCGA-HT-7485-01 Primary Solid Tumor LGG LGGPrimary Solid Tumor +TCGA-HT-7601-01 Primary Solid Tumor LGG LGGPrimary Solid Tumor +TCGA-HT-7602-01 Primary Solid Tumor LGG LGGPrimary Solid Tumor +TCGA-HT-7603-01 Primary Solid Tumor LGG LGGPrimary Solid Tumor +TCGA-HT-7604-01 Primary Solid Tumor LGG LGGPrimary Solid Tumor +TCGA-HT-7605-01 Primary Solid Tumor LGG LGGPrimary Solid Tumor +TCGA-HT-7606-01 Primary Solid Tumor LGG LGGPrimary Solid Tumor +TCGA-HT-7607-01 Primary Solid Tumor LGG LGGPrimary Solid Tumor +TCGA-HT-7608-01 Primary Solid Tumor LGG LGGPrimary Solid Tumor +TCGA-HT-7609-01 Primary Solid Tumor LGG LGGPrimary Solid Tumor +TCGA-HT-7610-01 Primary Solid Tumor LGG LGGPrimary Solid Tumor +TCGA-HT-7611-01 Primary Solid Tumor LGG LGGPrimary Solid Tumor +TCGA-HT-7616-01 Primary Solid Tumor LGG LGGPrimary Solid Tumor +TCGA-HT-7620-01 Primary Solid Tumor LGG LGGPrimary Solid Tumor +TCGA-HT-7676-01 Primary Solid Tumor LGG LGGPrimary Solid Tumor +TCGA-HT-7677-01 Primary Solid Tumor LGG LGGPrimary Solid Tumor +TCGA-HT-7680-01 Primary Solid Tumor LGG LGGPrimary Solid Tumor +TCGA-HT-7681-01 Primary Solid Tumor LGG LGGPrimary Solid Tumor +TCGA-HT-7684-01 Primary Solid Tumor LGG LGGPrimary Solid Tumor +TCGA-HT-7686-01 Primary Solid Tumor LGG LGGPrimary Solid Tumor +TCGA-HT-7687-01 Primary Solid Tumor LGG LGGPrimary Solid Tumor +TCGA-HT-7688-01 Primary Solid Tumor LGG LGGPrimary Solid Tumor +TCGA-HT-7689-01 Primary Solid Tumor LGG LGGPrimary Solid Tumor +TCGA-HT-7690-01 Primary Solid Tumor LGG LGGPrimary Solid Tumor +TCGA-HT-7691-01 Primary Solid Tumor LGG LGGPrimary Solid Tumor +TCGA-HT-7692-01 Primary Solid Tumor LGG LGGPrimary Solid Tumor +TCGA-HT-7693-01 Primary Solid Tumor LGG LGGPrimary Solid Tumor +TCGA-HT-7694-01 Primary Solid Tumor LGG LGGPrimary Solid Tumor +TCGA-HT-7695-01 Primary Solid Tumor LGG LGGPrimary Solid Tumor +TCGA-HT-7854-01 Primary Solid Tumor LGG LGGPrimary Solid Tumor +TCGA-HT-7855-01 Primary Solid Tumor LGG LGGPrimary Solid Tumor +TCGA-HT-7856-01 Primary Solid Tumor LGG LGGPrimary Solid Tumor +TCGA-HT-7857-01 Primary Solid Tumor LGG LGGPrimary Solid Tumor +TCGA-HT-7858-01 Primary Solid Tumor LGG LGGPrimary Solid Tumor +TCGA-HT-7860-01 Primary Solid Tumor LGG LGGPrimary Solid Tumor +TCGA-HT-7873-01 Primary Solid Tumor LGG LGGPrimary Solid Tumor +TCGA-HT-7874-01 Primary Solid Tumor LGG LGGPrimary Solid Tumor +TCGA-HT-7875-01 Primary Solid Tumor LGG LGGPrimary Solid Tumor +TCGA-HT-7877-01 Primary Solid Tumor LGG LGGPrimary Solid Tumor +TCGA-HT-7879-01 Primary Solid Tumor LGG LGGPrimary Solid Tumor +TCGA-HT-7880-01 Primary Solid Tumor LGG LGGPrimary Solid Tumor +TCGA-HT-7881-01 Primary Solid Tumor LGG LGGPrimary Solid Tumor +TCGA-HT-7882-01 Primary Solid Tumor LGG LGGPrimary Solid Tumor +TCGA-HT-7884-01 Primary Solid Tumor LGG LGGPrimary Solid Tumor +TCGA-HT-7902-01 Primary Solid Tumor LGG LGGPrimary Solid Tumor +TCGA-HT-8010-01 Primary Solid Tumor LGG LGGPrimary Solid Tumor +TCGA-HT-8011-01 Primary Solid Tumor LGG LGGPrimary Solid Tumor +TCGA-HT-8012-01 Primary Solid Tumor LGG LGGPrimary Solid Tumor +TCGA-HT-8013-01 Primary Solid Tumor LGG LGGPrimary Solid Tumor +TCGA-HT-8015-01 Primary Solid Tumor LGG LGGPrimary Solid Tumor +TCGA-HT-8018-01 Primary Solid Tumor LGG LGGPrimary Solid Tumor +TCGA-HT-8019-01 Primary Solid Tumor LGG LGGPrimary Solid Tumor +TCGA-HT-8104-01 Primary Solid Tumor LGG LGGPrimary Solid Tumor +TCGA-HT-8105-01 Primary Solid Tumor LGG LGGPrimary Solid Tumor +TCGA-HT-8106-01 Primary Solid Tumor LGG LGGPrimary Solid Tumor +TCGA-HT-8107-01 Primary Solid Tumor LGG LGGPrimary Solid Tumor +TCGA-HT-8108-01 Primary Solid Tumor LGG LGGPrimary Solid Tumor +TCGA-HT-8109-01 Primary Solid Tumor LGG LGGPrimary Solid Tumor +TCGA-HT-8110-01 Primary Solid Tumor LGG LGGPrimary Solid Tumor +TCGA-HT-8111-01 Primary Solid Tumor LGG LGGPrimary Solid Tumor +TCGA-HT-8113-01 Primary Solid Tumor LGG LGGPrimary Solid Tumor +TCGA-HT-8114-01 Primary Solid Tumor LGG LGGPrimary Solid Tumor +TCGA-HT-8558-01 Primary Solid Tumor LGG LGGPrimary Solid Tumor +TCGA-HT-8563-01 Primary Solid Tumor LGG LGGPrimary Solid Tumor +TCGA-HT-8564-01 Primary Solid Tumor LGG LGGPrimary Solid Tumor +TCGA-HT-A4DS-01 Primary Solid Tumor LGG LGGPrimary Solid Tumor +TCGA-HT-A4DV-01 Primary Solid Tumor LGG LGGPrimary Solid Tumor +TCGA-HT-A5R5-01 Primary Solid Tumor LGG LGGPrimary Solid Tumor +TCGA-HT-A5R7-01 Primary Solid Tumor LGG LGGPrimary Solid Tumor +TCGA-HT-A5R9-01 Primary Solid Tumor LGG LGGPrimary Solid Tumor +TCGA-HT-A5RA-01 Primary Solid Tumor LGG LGGPrimary Solid Tumor +TCGA-HT-A5RB-01 Primary Solid Tumor LGG LGGPrimary Solid Tumor +TCGA-HT-A5RC-01 Primary Solid Tumor LGG LGGPrimary Solid Tumor +TCGA-HT-A614-01 Primary Solid Tumor LGG LGGPrimary Solid Tumor +TCGA-HT-A615-01 Primary Solid Tumor LGG LGGPrimary Solid Tumor +TCGA-HT-A616-01 Primary Solid Tumor LGG LGGPrimary Solid Tumor +TCGA-HT-A617-01 Primary Solid Tumor LGG LGGPrimary Solid Tumor +TCGA-HT-A618-01 Primary Solid Tumor LGG LGGPrimary Solid Tumor +TCGA-HT-A619-01 Primary Solid Tumor LGG LGGPrimary Solid Tumor +TCGA-HT-A61A-01 Primary Solid Tumor LGG LGGPrimary Solid Tumor +TCGA-HT-A61B-01 Primary Solid Tumor LGG LGGPrimary Solid Tumor +TCGA-HT-A61C-01 Primary Solid Tumor LGG LGGPrimary Solid Tumor +TCGA-HT-A74H-01 Primary Solid Tumor LGG LGGPrimary Solid Tumor +TCGA-HT-A74J-01 Primary Solid Tumor LGG LGGPrimary Solid Tumor +TCGA-HT-A74K-01 Primary Solid Tumor LGG LGGPrimary Solid Tumor +TCGA-HT-A74L-01 Primary Solid Tumor LGG LGGPrimary Solid Tumor +TCGA-HT-A74O-01 Primary Solid Tumor LGG LGGPrimary Solid Tumor +TCGA-HU-8238-01 Primary Solid Tumor STAD STADPrimary Solid Tumor +TCGA-HU-8238-11 Solid Tissue Normal STAD STADSolid Tissue Normal +TCGA-HU-8243-01 Primary Solid Tumor STAD STADPrimary Solid Tumor +TCGA-HU-8244-01 Primary Solid Tumor STAD STADPrimary Solid Tumor +TCGA-HU-8249-01 Primary Solid Tumor STAD STADPrimary Solid Tumor +TCGA-HU-8602-01 Primary Solid Tumor STAD STADPrimary Solid Tumor +TCGA-HU-8604-01 Primary Solid Tumor STAD STADPrimary Solid Tumor +TCGA-HU-8608-01 Primary Solid Tumor STAD STADPrimary Solid Tumor +TCGA-HU-8610-01 Primary Solid Tumor STAD STADPrimary Solid Tumor +TCGA-HU-A4G2-01 Primary Solid Tumor STAD STADPrimary Solid Tumor +TCGA-HU-A4G3-01 Primary Solid Tumor STAD STADPrimary Solid Tumor +TCGA-HU-A4G3-11 Solid Tissue Normal STAD STADSolid Tissue Normal +TCGA-HU-A4G6-01 Primary Solid Tumor STAD STADPrimary Solid Tumor +TCGA-HU-A4G8-01 Primary Solid Tumor STAD STADPrimary Solid Tumor +TCGA-HU-A4G9-01 Primary Solid Tumor STAD STADPrimary Solid Tumor +TCGA-HU-A4GC-01 Primary Solid Tumor STAD STADPrimary Solid Tumor +TCGA-HU-A4GC-11 Solid Tissue Normal STAD STADSolid Tissue Normal +TCGA-HU-A4GD-01 Primary Solid Tumor STAD STADPrimary Solid Tumor +TCGA-HU-A4GF-01 Primary Solid Tumor STAD STADPrimary Solid Tumor +TCGA-HU-A4GH-01 Primary Solid Tumor STAD STADPrimary Solid Tumor +TCGA-HU-A4GH-11 Solid Tissue Normal STAD STADSolid Tissue Normal +TCGA-HU-A4GJ-01 Primary Solid Tumor STAD STADPrimary Solid Tumor +TCGA-HU-A4GN-01 Primary Solid Tumor STAD STADPrimary Solid Tumor +TCGA-HU-A4GN-11 Solid Tissue Normal STAD STADSolid Tissue Normal +TCGA-HU-A4GP-01 Primary Solid Tumor STAD STADPrimary Solid Tumor +TCGA-HU-A4GP-11 Solid Tissue Normal STAD STADSolid Tissue Normal +TCGA-HU-A4GQ-01 Primary Solid Tumor STAD STADPrimary Solid Tumor +TCGA-HU-A4GT-01 Primary Solid Tumor STAD STADPrimary Solid Tumor +TCGA-HU-A4GU-01 Primary Solid Tumor STAD STADPrimary Solid Tumor +TCGA-HU-A4GX-01 Primary Solid Tumor STAD STADPrimary Solid Tumor +TCGA-HU-A4GY-01 Primary Solid Tumor STAD STADPrimary Solid Tumor +TCGA-HU-A4GY-11 Solid Tissue Normal STAD STADSolid Tissue Normal +TCGA-HU-A4H0-01 Primary Solid Tumor STAD STADPrimary Solid Tumor +TCGA-HU-A4H2-01 Primary Solid Tumor STAD STADPrimary Solid Tumor +TCGA-HU-A4H3-01 Primary Solid Tumor STAD STADPrimary Solid Tumor +TCGA-HU-A4H4-01 Primary Solid Tumor STAD STADPrimary Solid Tumor +TCGA-HU-A4H5-01 Primary Solid Tumor STAD STADPrimary Solid Tumor +TCGA-HU-A4H6-01 Primary Solid Tumor STAD STADPrimary Solid Tumor +TCGA-HU-A4H8-01 Primary Solid Tumor STAD STADPrimary Solid Tumor +TCGA-HU-A4HB-01 Primary Solid Tumor STAD STADPrimary Solid Tumor +TCGA-HU-A4HB-11 Solid Tissue Normal STAD STADSolid Tissue Normal +TCGA-HU-A4HD-01 Primary Solid Tumor STAD STADPrimary Solid Tumor +TCGA-HV-A5A3-01 Primary Solid Tumor PAAD PAADPrimary Solid Tumor +TCGA-HV-A5A3-11 Solid Tissue Normal PAAD PAADSolid Tissue Normal +TCGA-HV-A5A4-01 Primary Solid Tumor PAAD PAADPrimary Solid Tumor +TCGA-HV-A5A5-01 Primary Solid Tumor PAAD PAADPrimary Solid Tumor +TCGA-HV-A5A6-01 Primary Solid Tumor PAAD PAADPrimary Solid Tumor +TCGA-HV-A7OL-01 Primary Solid Tumor PAAD PAADPrimary Solid Tumor +TCGA-HV-A7OP-01 Primary Solid Tumor PAAD PAADPrimary Solid Tumor +TCGA-HV-AA8V-01 Primary Solid Tumor PAAD PAADPrimary Solid Tumor +TCGA-HV-AA8X-01 Primary Solid Tumor PAAD PAADPrimary Solid Tumor +TCGA-HW-7486-01 Primary Solid Tumor LGG LGGPrimary Solid Tumor +TCGA-HW-7487-01 Primary Solid Tumor LGG LGGPrimary Solid Tumor +TCGA-HW-7489-01 Primary Solid Tumor LGG LGGPrimary Solid Tumor +TCGA-HW-7490-01 Primary Solid Tumor LGG LGGPrimary Solid Tumor +TCGA-HW-7491-01 Primary Solid Tumor LGG LGGPrimary Solid Tumor +TCGA-HW-7493-01 Primary Solid Tumor LGG LGGPrimary Solid Tumor +TCGA-HW-7495-01 Primary Solid Tumor LGG LGGPrimary Solid Tumor +TCGA-HW-8319-01 Primary Solid Tumor LGG LGGPrimary Solid Tumor +TCGA-HW-8320-01 Primary Solid Tumor LGG LGGPrimary Solid Tumor +TCGA-HW-8321-01 Primary Solid Tumor LGG LGGPrimary Solid Tumor +TCGA-HW-8322-01 Primary Solid Tumor LGG LGGPrimary Solid Tumor +TCGA-HW-A5KJ-01 Primary Solid Tumor LGG LGGPrimary Solid Tumor +TCGA-HW-A5KK-01 Primary Solid Tumor LGG LGGPrimary Solid Tumor +TCGA-HW-A5KL-01 Primary Solid Tumor LGG LGGPrimary Solid Tumor +TCGA-HW-A5KM-01 Primary Solid Tumor LGG LGGPrimary Solid Tumor +TCGA-HZ-7289-01 Primary Solid Tumor PAAD PAADPrimary Solid Tumor +TCGA-HZ-7918-01 Primary Solid Tumor PAAD PAADPrimary Solid Tumor +TCGA-HZ-7919-01 Primary Solid Tumor PAAD PAADPrimary Solid Tumor +TCGA-HZ-7920-01 Primary Solid Tumor PAAD PAADPrimary Solid Tumor +TCGA-HZ-7922-01 Primary Solid Tumor PAAD PAADPrimary Solid Tumor +TCGA-HZ-7923-01 Primary Solid Tumor PAAD PAADPrimary Solid Tumor +TCGA-HZ-7924-01 Primary Solid Tumor PAAD PAADPrimary Solid Tumor +TCGA-HZ-7925-01 Primary Solid Tumor PAAD PAADPrimary Solid Tumor +TCGA-HZ-7926-01 Primary Solid Tumor PAAD PAADPrimary Solid Tumor +TCGA-HZ-8001-01 Primary Solid Tumor PAAD PAADPrimary Solid Tumor +TCGA-HZ-8002-01 Primary Solid Tumor PAAD PAADPrimary Solid Tumor +TCGA-HZ-8003-01 Primary Solid Tumor PAAD PAADPrimary Solid Tumor +TCGA-HZ-8005-01 Primary Solid Tumor PAAD PAADPrimary Solid Tumor +TCGA-HZ-8315-01 Primary Solid Tumor PAAD PAADPrimary Solid Tumor +TCGA-HZ-8317-01 Primary Solid Tumor PAAD PAADPrimary Solid Tumor +TCGA-HZ-8519-01 Primary Solid Tumor PAAD PAADPrimary Solid Tumor +TCGA-HZ-8636-01 Primary Solid Tumor PAAD PAADPrimary Solid Tumor +TCGA-HZ-8637-01 Primary Solid Tumor PAAD PAADPrimary Solid Tumor +TCGA-HZ-8638-01 Primary Solid Tumor PAAD PAADPrimary Solid Tumor +TCGA-HZ-A49G-01 Primary Solid Tumor PAAD PAADPrimary Solid Tumor +TCGA-HZ-A49H-01 Primary Solid Tumor PAAD PAADPrimary Solid Tumor +TCGA-HZ-A49I-01 Primary Solid Tumor PAAD PAADPrimary Solid Tumor +TCGA-HZ-A4BH-01 Primary Solid Tumor PAAD PAADPrimary Solid Tumor +TCGA-HZ-A4BK-01 Primary Solid Tumor PAAD PAADPrimary Solid Tumor +TCGA-HZ-A77O-01 Primary Solid Tumor PAAD PAADPrimary Solid Tumor +TCGA-HZ-A77P-01 Primary Solid Tumor PAAD PAADPrimary Solid Tumor +TCGA-HZ-A77Q-01 Primary Solid Tumor PAAD PAADPrimary Solid Tumor +TCGA-HZ-A8P0-01 Primary Solid Tumor PAAD PAADPrimary Solid Tumor +TCGA-HZ-A8P1-01 Primary Solid Tumor PAAD PAADPrimary Solid Tumor +TCGA-HZ-A9TJ-01 Primary Solid Tumor PAAD PAADPrimary Solid Tumor +TCGA-HZ-A9TJ-06 Metastatic PAAD PAADMetastatic +TCGA-IA-A40U-01 Primary Solid Tumor KIRP KIRPPrimary Solid Tumor +TCGA-IA-A40X-01 Primary Solid Tumor KIRP KIRPPrimary Solid Tumor +TCGA-IA-A40Y-01 Primary Solid Tumor KIRP KIRPPrimary Solid Tumor +TCGA-IA-A83S-01 Primary Solid Tumor KIRP KIRPPrimary Solid Tumor +TCGA-IA-A83T-01 Primary Solid Tumor KIRP KIRPPrimary Solid Tumor +TCGA-IA-A83V-01 Primary Solid Tumor KIRP KIRPPrimary Solid Tumor +TCGA-IA-A83W-01 Primary Solid Tumor KIRP KIRPPrimary Solid Tumor +TCGA-IB-7644-01 Primary Solid Tumor PAAD PAADPrimary Solid Tumor +TCGA-IB-7645-01 Primary Solid Tumor PAAD PAADPrimary Solid Tumor +TCGA-IB-7646-01 Primary Solid Tumor PAAD PAADPrimary Solid Tumor +TCGA-IB-7647-01 Primary Solid Tumor PAAD PAADPrimary Solid Tumor +TCGA-IB-7649-01 Primary Solid Tumor PAAD PAADPrimary Solid Tumor +TCGA-IB-7651-01 Primary Solid Tumor PAAD PAADPrimary Solid Tumor +TCGA-IB-7652-01 Primary Solid Tumor PAAD PAADPrimary Solid Tumor +TCGA-IB-7654-01 Primary Solid Tumor PAAD PAADPrimary Solid Tumor +TCGA-IB-7885-01 Primary Solid Tumor PAAD PAADPrimary Solid Tumor +TCGA-IB-7886-01 Primary Solid Tumor PAAD PAADPrimary Solid Tumor +TCGA-IB-7887-01 Primary Solid Tumor PAAD PAADPrimary Solid Tumor +TCGA-IB-7888-01 Primary Solid Tumor PAAD PAADPrimary Solid Tumor +TCGA-IB-7889-01 Primary Solid Tumor PAAD PAADPrimary Solid Tumor +TCGA-IB-7890-01 Primary Solid Tumor PAAD PAADPrimary Solid Tumor +TCGA-IB-7891-01 Primary Solid Tumor PAAD PAADPrimary Solid Tumor +TCGA-IB-7893-01 Primary Solid Tumor PAAD PAADPrimary Solid Tumor +TCGA-IB-7897-01 Primary Solid Tumor PAAD PAADPrimary Solid Tumor +TCGA-IB-8126-01 Primary Solid Tumor PAAD PAADPrimary Solid Tumor +TCGA-IB-8127-01 Primary Solid Tumor PAAD PAADPrimary Solid Tumor +TCGA-IB-A5SO-01 Primary Solid Tumor PAAD PAADPrimary Solid Tumor +TCGA-IB-A5SP-01 Primary Solid Tumor PAAD PAADPrimary Solid Tumor +TCGA-IB-A5SQ-01 Primary Solid Tumor PAAD PAADPrimary Solid Tumor +TCGA-IB-A5SS-01 Primary Solid Tumor PAAD PAADPrimary Solid Tumor +TCGA-IB-A5ST-01 Primary Solid Tumor PAAD PAADPrimary Solid Tumor +TCGA-IB-A6UF-01 Primary Solid Tumor PAAD PAADPrimary Solid Tumor +TCGA-IB-A6UG-01 Primary Solid Tumor PAAD PAADPrimary Solid Tumor +TCGA-IB-A7LX-01 Primary Solid Tumor PAAD PAADPrimary Solid Tumor +TCGA-IB-A7M4-01 Primary Solid Tumor PAAD PAADPrimary Solid Tumor +TCGA-IB-AAUM-01 Primary Solid Tumor PAAD PAADPrimary Solid Tumor +TCGA-IB-AAUN-01 Primary Solid Tumor PAAD PAADPrimary Solid Tumor +TCGA-IB-AAUO-01 Primary Solid Tumor PAAD PAADPrimary Solid Tumor +TCGA-IB-AAUP-01 Primary Solid Tumor PAAD PAADPrimary Solid Tumor +TCGA-IB-AAUQ-01 Primary Solid Tumor PAAD PAADPrimary Solid Tumor +TCGA-IB-AAUR-01 Primary Solid Tumor PAAD PAADPrimary Solid Tumor +TCGA-IB-AAUS-01 Primary Solid Tumor PAAD PAADPrimary Solid Tumor +TCGA-IB-AAUT-01 Primary Solid Tumor PAAD PAADPrimary Solid Tumor +TCGA-IB-AAUU-01 Primary Solid Tumor PAAD PAADPrimary Solid Tumor +TCGA-IB-AAUV-01 Primary Solid Tumor PAAD PAADPrimary Solid Tumor +TCGA-IB-AAUW-01 Primary Solid Tumor PAAD PAADPrimary Solid Tumor +TCGA-IC-A6RE-01 Primary Solid Tumor ESCA ESCAPrimary Solid Tumor +TCGA-IC-A6RE-11 Solid Tissue Normal ESCA ESCASolid Tissue Normal +TCGA-IC-A6RF-01 Primary Solid Tumor ESCA ESCAPrimary Solid Tumor +TCGA-IC-A6RF-11 Solid Tissue Normal ESCA ESCASolid Tissue Normal +TCGA-IE-A3OV-01 Primary Solid Tumor SARC SARCPrimary Solid Tumor +TCGA-IE-A4EH-01 Primary Solid Tumor SARC SARCPrimary Solid Tumor +TCGA-IE-A4EI-01 Primary Solid Tumor SARC SARCPrimary Solid Tumor +TCGA-IE-A4EJ-01 Primary Solid Tumor SARC SARCPrimary Solid Tumor +TCGA-IE-A4EK-01 Primary Solid Tumor SARC SARCPrimary Solid Tumor +TCGA-IE-A6BZ-01 Primary Solid Tumor SARC SARCPrimary Solid Tumor +TCGA-IF-A3RQ-01 Primary Solid Tumor SARC SARCPrimary Solid Tumor +TCGA-IF-A4AJ-01 Primary Solid Tumor SARC SARCPrimary Solid Tumor +TCGA-IF-A4AK-01 Primary Solid Tumor SARC SARCPrimary Solid Tumor +TCGA-IG-A3I8-01 Primary Solid Tumor ESCA ESCAPrimary Solid Tumor +TCGA-IG-A3I8-11 Solid Tissue Normal ESCA ESCASolid Tissue Normal +TCGA-IG-A3QL-01 Primary Solid Tumor ESCA ESCAPrimary Solid Tumor +TCGA-IG-A3Y9-01 Primary Solid Tumor ESCA ESCAPrimary Solid Tumor +TCGA-IG-A3YA-01 Primary Solid Tumor ESCA ESCAPrimary Solid Tumor +TCGA-IG-A3YB-01 Primary Solid Tumor ESCA ESCAPrimary Solid Tumor +TCGA-IG-A3YC-01 Primary Solid Tumor ESCA ESCAPrimary Solid Tumor +TCGA-IG-A4P3-01 Primary Solid Tumor ESCA ESCAPrimary Solid Tumor +TCGA-IG-A4QS-01 Primary Solid Tumor ESCA ESCAPrimary Solid Tumor +TCGA-IG-A4QT-01 Primary Solid Tumor ESCA ESCAPrimary Solid Tumor +TCGA-IG-A50L-01 Primary Solid Tumor ESCA ESCAPrimary Solid Tumor +TCGA-IG-A51D-01 Primary Solid Tumor ESCA ESCAPrimary Solid Tumor +TCGA-IG-A5B8-01 Primary Solid Tumor ESCA ESCAPrimary Solid Tumor +TCGA-IG-A5S3-01 Primary Solid Tumor ESCA ESCAPrimary Solid Tumor +TCGA-IG-A625-01 Primary Solid Tumor ESCA ESCAPrimary Solid Tumor +TCGA-IG-A6QS-01 Primary Solid Tumor ESCA ESCAPrimary Solid Tumor +TCGA-IG-A7DP-01 Primary Solid Tumor ESCA ESCAPrimary Solid Tumor +TCGA-IG-A8O2-01 Primary Solid Tumor ESCA ESCAPrimary Solid Tumor +TCGA-IG-A97H-01 Primary Solid Tumor ESCA ESCAPrimary Solid Tumor +TCGA-IG-A97I-01 Primary Solid Tumor ESCA ESCAPrimary Solid Tumor +TCGA-IH-A3EA-01 Primary Solid Tumor SKCM SKCMPrimary Solid Tumor +TCGA-IK-7675-01 Primary Solid Tumor LGG LGGPrimary Solid Tumor +TCGA-IK-8125-01 Primary Solid Tumor LGG LGGPrimary Solid Tumor +TCGA-IM-A3EB-01 Primary Solid Tumor THCA THCAPrimary Solid Tumor +TCGA-IM-A3ED-01 Primary Solid Tumor THCA THCAPrimary Solid Tumor +TCGA-IM-A3U2-01 Primary Solid Tumor THCA THCAPrimary Solid Tumor +TCGA-IM-A3U3-01 Primary Solid Tumor THCA THCAPrimary Solid Tumor +TCGA-IM-A41Y-01 Primary Solid Tumor THCA THCAPrimary Solid Tumor +TCGA-IM-A41Z-01 Primary Solid Tumor THCA THCAPrimary Solid Tumor +TCGA-IM-A420-01 Primary Solid Tumor THCA THCAPrimary Solid Tumor +TCGA-IM-A4EB-01 Primary Solid Tumor THCA THCAPrimary Solid Tumor 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+TCGA-IN-A7NT-01 Primary Solid Tumor STAD STADPrimary Solid Tumor +TCGA-IN-A7NU-01 Primary Solid Tumor STAD STADPrimary Solid Tumor +TCGA-IN-AB1V-01 Primary Solid Tumor STAD STADPrimary Solid Tumor +TCGA-IN-AB1V-11 Solid Tissue Normal STAD STADSolid Tissue Normal +TCGA-IN-AB1X-01 Primary Solid Tumor STAD STADPrimary Solid Tumor +TCGA-IN-AB1X-11 Solid Tissue Normal STAD STADSolid Tissue Normal +TCGA-IP-7968-01 Primary Solid Tumor STAD STADPrimary Solid Tumor +TCGA-IP-7968-11 Solid Tissue Normal STAD STADSolid Tissue Normal +TCGA-IQ-7630-01 Primary Solid Tumor HNSC HNSCPrimary Solid Tumor +TCGA-IQ-7631-01 Primary Solid Tumor HNSC HNSCPrimary Solid Tumor +TCGA-IQ-7632-01 Primary Solid Tumor HNSC HNSCPrimary Solid Tumor +TCGA-IQ-A61E-01 Primary Solid Tumor HNSC HNSCPrimary Solid Tumor +TCGA-IQ-A61G-01 Primary Solid Tumor HNSC HNSCPrimary Solid Tumor +TCGA-IQ-A61H-01 Primary Solid Tumor HNSC HNSCPrimary Solid Tumor +TCGA-IQ-A61I-01 Primary Solid Tumor HNSC HNSCPrimary Solid Tumor +TCGA-IQ-A61J-01 Primary Solid Tumor HNSC HNSCPrimary Solid Tumor +TCGA-IQ-A61O-01 Primary Solid Tumor HNSC HNSCPrimary Solid Tumor +TCGA-IQ-A6SG-01 Primary Solid Tumor HNSC HNSCPrimary Solid Tumor +TCGA-IQ-A6SH-01 Primary Solid Tumor HNSC HNSCPrimary Solid Tumor +TCGA-IR-A3L7-01 Primary Solid Tumor CESC CESCPrimary Solid Tumor +TCGA-IR-A3LA-01 Primary Solid Tumor CESC CESCPrimary Solid Tumor +TCGA-IR-A3LB-01 Primary Solid Tumor CESC CESCPrimary Solid Tumor +TCGA-IR-A3LC-01 Primary Solid Tumor CESC CESCPrimary Solid Tumor +TCGA-IR-A3LF-01 Primary Solid Tumor CESC CESCPrimary Solid Tumor +TCGA-IR-A3LH-01 Primary Solid Tumor CESC CESCPrimary Solid Tumor +TCGA-IR-A3LI-01 Primary Solid Tumor CESC CESCPrimary Solid Tumor +TCGA-IR-A3LK-01 Primary Solid Tumor CESC CESCPrimary Solid Tumor +TCGA-IR-A3LL-01 Primary Solid Tumor CESC CESCPrimary Solid Tumor +TCGA-IS-A3K6-01 Primary Solid Tumor SARC SARCPrimary Solid Tumor +TCGA-IS-A3K7-01 Primary Solid Tumor SARC SARCPrimary Solid Tumor +TCGA-IS-A3K8-01 Primary Solid Tumor SARC SARCPrimary Solid Tumor +TCGA-IS-A3KA-01 Primary Solid Tumor SARC SARCPrimary Solid Tumor +TCGA-IW-A3M4-01 Primary Solid Tumor SARC SARCPrimary Solid Tumor +TCGA-IW-A3M5-01 Primary Solid Tumor SARC SARCPrimary Solid Tumor +TCGA-IW-A3M6-01 Primary Solid Tumor SARC SARCPrimary Solid Tumor +TCGA-IZ-8195-01 Primary Solid Tumor KIRP KIRPPrimary Solid Tumor +TCGA-IZ-8196-01 Primary Solid Tumor KIRP KIRPPrimary Solid Tumor +TCGA-IZ-A6M8-01 Primary Solid Tumor KIRP KIRPPrimary Solid Tumor +TCGA-IZ-A6M9-01 Primary Solid Tumor KIRP KIRPPrimary Solid Tumor +TCGA-J1-A4AH-01 Primary Solid Tumor LUSC LUSCPrimary Solid Tumor +TCGA-J2-8192-01 Primary Solid Tumor LUAD LUADPrimary Solid Tumor +TCGA-J2-8194-01 Primary Solid Tumor LUAD LUADPrimary Solid Tumor +TCGA-J2-A4AD-01 Primary Solid Tumor LUAD LUADPrimary Solid Tumor +TCGA-J2-A4AE-01 Primary Solid Tumor LUAD LUADPrimary Solid Tumor +TCGA-J2-A4AG-01 Primary Solid Tumor LUAD LUADPrimary Solid Tumor +TCGA-J4-8198-01 Primary Solid Tumor PRAD PRADPrimary Solid Tumor +TCGA-J4-8200-01 Primary Solid Tumor PRAD PRADPrimary Solid Tumor +TCGA-J4-A67K-01 Primary Solid Tumor PRAD PRADPrimary Solid Tumor +TCGA-J4-A67L-01 Primary Solid Tumor PRAD PRADPrimary Solid Tumor +TCGA-J4-A67M-01 Primary Solid Tumor PRAD PRADPrimary Solid Tumor +TCGA-J4-A67N-01 Primary Solid Tumor PRAD PRADPrimary Solid Tumor +TCGA-J4-A67O-01 Primary Solid Tumor PRAD PRADPrimary Solid Tumor +TCGA-J4-A67Q-01 Primary Solid Tumor PRAD PRADPrimary Solid Tumor +TCGA-J4-A67R-01 Primary Solid Tumor PRAD PRADPrimary Solid Tumor +TCGA-J4-A67S-01 Primary Solid Tumor PRAD PRADPrimary Solid Tumor +TCGA-J4-A67T-01 Primary Solid Tumor PRAD PRADPrimary Solid Tumor +TCGA-J4-A6G1-01 Primary Solid Tumor PRAD PRADPrimary Solid Tumor +TCGA-J4-A6G3-01 Primary Solid Tumor PRAD PRADPrimary Solid Tumor +TCGA-J4-A6M7-01 Primary Solid Tumor PRAD PRADPrimary Solid Tumor +TCGA-J4-A83I-01 Primary Solid Tumor PRAD PRADPrimary Solid Tumor 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ESCA ESCAPrimary Solid Tumor +TCGA-L5-A4OM-11 Solid Tissue Normal ESCA ESCASolid Tissue Normal +TCGA-L5-A4ON-01 Primary Solid Tumor ESCA ESCAPrimary Solid Tumor +TCGA-L5-A4OO-01 Primary Solid Tumor ESCA ESCAPrimary Solid Tumor +TCGA-L5-A4OO-11 Solid Tissue Normal ESCA ESCASolid Tissue Normal +TCGA-L5-A4OP-01 Primary Solid Tumor ESCA ESCAPrimary Solid Tumor +TCGA-L5-A4OQ-01 Primary Solid Tumor ESCA ESCAPrimary Solid Tumor +TCGA-L5-A4OQ-11 Solid Tissue Normal ESCA ESCASolid Tissue Normal +TCGA-L5-A4OR-01 Primary Solid Tumor ESCA ESCAPrimary Solid Tumor +TCGA-L5-A4OR-11 Solid Tissue Normal ESCA ESCASolid Tissue Normal +TCGA-L5-A4OS-01 Primary Solid Tumor ESCA ESCAPrimary Solid Tumor +TCGA-L5-A4OT-01 Primary Solid Tumor ESCA ESCAPrimary Solid Tumor +TCGA-L5-A4OU-01 Primary Solid Tumor ESCA ESCAPrimary Solid Tumor +TCGA-L5-A4OW-01 Primary Solid Tumor ESCA ESCAPrimary Solid Tumor +TCGA-L5-A4OX-01 Primary Solid Tumor ESCA ESCAPrimary Solid Tumor +TCGA-L5-A88S-01 Primary Solid Tumor ESCA ESCAPrimary Solid Tumor +TCGA-L5-A88T-01 Primary Solid Tumor ESCA ESCAPrimary Solid Tumor +TCGA-L5-A88V-01 Primary Solid Tumor ESCA ESCAPrimary Solid Tumor +TCGA-L5-A88W-01 Primary Solid Tumor ESCA ESCAPrimary Solid Tumor +TCGA-L5-A88Y-01 Primary Solid Tumor ESCA ESCAPrimary Solid Tumor +TCGA-L5-A88Z-01 Primary Solid Tumor ESCA ESCAPrimary Solid Tumor +TCGA-L5-A891-01 Primary Solid Tumor ESCA ESCAPrimary Solid Tumor +TCGA-L5-A893-01 Primary Solid Tumor ESCA ESCAPrimary Solid Tumor +TCGA-L5-A8NE-01 Primary Solid Tumor ESCA ESCAPrimary Solid Tumor +TCGA-L5-A8NF-01 Primary Solid Tumor ESCA ESCAPrimary Solid Tumor +TCGA-L5-A8NG-01 Primary Solid Tumor ESCA ESCAPrimary Solid Tumor +TCGA-L5-A8NH-01 Primary Solid Tumor ESCA ESCAPrimary Solid Tumor +TCGA-L5-A8NI-01 Primary Solid Tumor ESCA ESCAPrimary Solid Tumor +TCGA-L5-A8NJ-01 Primary Solid Tumor ESCA ESCAPrimary Solid Tumor +TCGA-L5-A8NK-01 Primary Solid Tumor ESCA ESCAPrimary Solid Tumor +TCGA-L5-A8NL-01 Primary Solid Tumor ESCA ESCAPrimary Solid Tumor +TCGA-L5-A8NM-01 Primary Solid Tumor ESCA ESCAPrimary Solid Tumor +TCGA-L5-A8NN-01 Primary Solid Tumor ESCA ESCAPrimary Solid Tumor +TCGA-L5-A8NQ-01 Primary Solid Tumor ESCA ESCAPrimary Solid Tumor +TCGA-L5-A8NR-01 Primary Solid Tumor ESCA ESCAPrimary Solid Tumor +TCGA-L5-A8NS-01 Primary Solid Tumor ESCA ESCAPrimary Solid Tumor +TCGA-L5-A8NT-01 Primary Solid Tumor ESCA ESCAPrimary Solid Tumor +TCGA-L5-A8NU-01 Primary Solid Tumor ESCA ESCAPrimary Solid Tumor +TCGA-L5-A8NV-01 Primary Solid Tumor ESCA ESCAPrimary Solid Tumor +TCGA-L5-A8NW-01 Primary Solid Tumor ESCA ESCAPrimary Solid Tumor +TCGA-L6-A4EP-01 Primary Solid Tumor THCA THCAPrimary Solid Tumor +TCGA-L6-A4EQ-01 Primary Solid Tumor THCA THCAPrimary Solid Tumor +TCGA-L6-A4ET-01 Primary Solid Tumor THCA THCAPrimary Solid Tumor +TCGA-L6-A4EU-01 Primary Solid Tumor THCA THCAPrimary Solid Tumor +TCGA-L7-A56G-01 Primary Solid Tumor ESCA ESCAPrimary Solid Tumor +TCGA-L7-A6VZ-01 Primary Solid Tumor ESCA ESCAPrimary Solid Tumor +TCGA-L9-A443-01 Primary Solid Tumor LUAD LUADPrimary Solid Tumor +TCGA-L9-A444-01 Primary Solid Tumor LUAD LUADPrimary Solid Tumor +TCGA-L9-A50W-01 Primary Solid Tumor LUAD LUADPrimary Solid Tumor +TCGA-L9-A5IP-01 Primary Solid Tumor LUAD LUADPrimary Solid Tumor +TCGA-L9-A743-01 Primary Solid Tumor LUAD LUADPrimary Solid Tumor +TCGA-L9-A7SV-01 Primary Solid Tumor LUAD LUADPrimary Solid Tumor +TCGA-L9-A8F4-01 Primary Solid Tumor LUAD LUADPrimary Solid Tumor +TCGA-LA-A446-01 Primary Solid Tumor LUSC LUSCPrimary Solid Tumor +TCGA-LA-A7SW-01 Primary Solid Tumor LUSC LUSCPrimary Solid Tumor +TCGA-LB-A7SX-01 Primary Solid Tumor PAAD PAADPrimary Solid Tumor +TCGA-LB-A8F3-01 Primary Solid Tumor PAAD PAADPrimary Solid Tumor +TCGA-LB-A9Q5-01 Primary Solid Tumor PAAD PAADPrimary Solid Tumor +TCGA-LC-A66R-01 Primary Solid Tumor BLCA BLCAPrimary Solid Tumor +TCGA-LD-A66U-01 Primary Solid Tumor BRCA BRCAPrimary Solid Tumor +TCGA-LD-A74U-01 Primary Solid Tumor BRCA BRCAPrimary Solid Tumor +TCGA-LD-A7W5-01 Primary Solid Tumor BRCA BRCAPrimary Solid Tumor +TCGA-LD-A7W6-01 Primary Solid Tumor BRCA BRCAPrimary Solid Tumor +TCGA-LD-A9QF-01 Primary Solid Tumor BRCA BRCAPrimary Solid Tumor +TCGA-LG-A6GG-01 Primary Solid Tumor LIHC LIHCPrimary Solid Tumor +TCGA-LG-A9QC-01 Primary Solid Tumor LIHC LIHCPrimary Solid Tumor +TCGA-LG-A9QD-01 Primary Solid Tumor LIHC LIHCPrimary Solid Tumor +TCGA-LH-A9QB-06 Metastatic SKCM SKCMMetastatic +TCGA-LI-A67I-01 Primary Solid Tumor SARC SARCPrimary Solid Tumor +TCGA-LI-A9QH-01 Primary Solid Tumor SARC SARCPrimary Solid Tumor +TCGA-LK-A4NW-01 Primary Solid Tumor MESO MESOPrimary Solid Tumor +TCGA-LK-A4NY-01 Primary Solid Tumor MESO MESOPrimary Solid Tumor +TCGA-LK-A4NZ-01 Primary Solid Tumor MESO MESOPrimary Solid Tumor +TCGA-LK-A4O0-01 Primary Solid Tumor MESO MESOPrimary Solid Tumor +TCGA-LK-A4O2-01 Primary Solid Tumor MESO MESOPrimary Solid Tumor +TCGA-LK-A4O4-01 Primary Solid Tumor MESO MESOPrimary Solid Tumor 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UCSPrimary Solid Tumor +TCGA-N6-A4VD-01 Primary Solid Tumor UCS UCSPrimary Solid Tumor +TCGA-N6-A4VE-01 Primary Solid Tumor UCS UCSPrimary Solid Tumor +TCGA-N6-A4VF-01 Primary Solid Tumor UCS UCSPrimary Solid Tumor +TCGA-N6-A4VG-01 Primary Solid Tumor UCS UCSPrimary Solid Tumor +TCGA-N7-A4Y0-01 Primary Solid Tumor UCS UCSPrimary Solid Tumor +TCGA-N7-A4Y5-01 Primary Solid Tumor UCS UCSPrimary Solid Tumor +TCGA-N7-A4Y8-01 Primary Solid Tumor UCS UCSPrimary Solid Tumor +TCGA-N7-A59B-01 Primary Solid Tumor UCS UCSPrimary Solid Tumor +TCGA-N8-A4PI-01 Primary Solid Tumor UCS UCSPrimary Solid Tumor +TCGA-N8-A4PL-01 Primary Solid Tumor UCS UCSPrimary Solid Tumor +TCGA-N8-A4PM-01 Primary Solid Tumor UCS UCSPrimary Solid Tumor +TCGA-N8-A4PN-01 Primary Solid Tumor UCS UCSPrimary Solid Tumor +TCGA-N8-A4PO-01 Primary Solid Tumor UCS UCSPrimary Solid Tumor +TCGA-N8-A4PP-01 Primary Solid Tumor UCS UCSPrimary Solid Tumor +TCGA-N8-A4PQ-01 Primary Solid Tumor UCS UCSPrimary Solid Tumor +TCGA-N8-A56S-01 Primary Solid Tumor UCS UCSPrimary Solid Tumor +TCGA-N9-A4PZ-01 Primary Solid Tumor UCS UCSPrimary Solid Tumor +TCGA-N9-A4Q1-01 Primary Solid Tumor UCS UCSPrimary Solid Tumor +TCGA-N9-A4Q3-01 Primary Solid Tumor UCS UCSPrimary Solid Tumor +TCGA-N9-A4Q4-01 Primary Solid Tumor UCS UCSPrimary Solid Tumor +TCGA-N9-A4Q7-01 Primary Solid Tumor UCS UCSPrimary Solid Tumor +TCGA-N9-A4Q8-01 Primary Solid Tumor UCS UCSPrimary Solid Tumor +TCGA-NA-A4QV-01 Primary Solid Tumor UCS UCSPrimary Solid Tumor +TCGA-NA-A4QW-01 Primary Solid Tumor UCS UCSPrimary Solid Tumor +TCGA-NA-A4QX-01 Primary Solid Tumor UCS UCSPrimary Solid Tumor +TCGA-NA-A4QY-01 Primary Solid Tumor UCS UCSPrimary Solid Tumor +TCGA-NA-A4R0-01 Primary Solid Tumor UCS UCSPrimary Solid Tumor +TCGA-NA-A4R1-01 Primary Solid Tumor UCS UCSPrimary Solid Tumor +TCGA-NA-A5I1-01 Primary Solid Tumor UCS UCSPrimary Solid Tumor +TCGA-NC-A5HD-01 Primary Solid Tumor LUSC LUSCPrimary Solid Tumor +TCGA-NC-A5HE-01 Primary Solid Tumor LUSC LUSCPrimary 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Solid Tumor COAD COADPrimary Solid Tumor +TCGA-NH-A8F7-01 Primary Solid Tumor COAD COADPrimary Solid Tumor +TCGA-NH-A8F7-06 Metastatic COAD COADMetastatic +TCGA-NH-A8F8-01 Primary Solid Tumor COAD COADPrimary Solid Tumor +TCGA-NI-A4U2-01 Primary Solid Tumor LIHC LIHCPrimary Solid Tumor +TCGA-NI-A8LF-01 Primary Solid Tumor LIHC LIHCPrimary Solid Tumor +TCGA-NJ-A4YF-01 Primary Solid Tumor LUAD LUADPrimary Solid Tumor +TCGA-NJ-A4YG-01 Primary Solid Tumor LUAD LUADPrimary Solid Tumor +TCGA-NJ-A4YI-01 Primary Solid Tumor LUAD LUADPrimary Solid Tumor +TCGA-NJ-A4YP-01 Primary Solid Tumor LUAD LUADPrimary Solid Tumor +TCGA-NJ-A4YQ-01 Primary Solid Tumor LUAD LUADPrimary Solid Tumor +TCGA-NJ-A55A-01 Primary Solid Tumor LUAD LUADPrimary Solid Tumor +TCGA-NJ-A55O-01 Primary Solid Tumor LUAD LUADPrimary Solid Tumor +TCGA-NJ-A55R-01 Primary Solid Tumor LUAD LUADPrimary Solid Tumor +TCGA-NJ-A7XG-01 Primary Solid Tumor LUAD LUADPrimary Solid Tumor +TCGA-NK-A5CR-01 Primary Solid Tumor LUSC LUSCPrimary Solid Tumor +TCGA-NK-A5CT-01 Primary Solid Tumor LUSC LUSCPrimary Solid Tumor +TCGA-NK-A5CX-01 Primary Solid Tumor LUSC LUSCPrimary Solid Tumor +TCGA-NK-A5D1-01 Primary Solid Tumor LUSC LUSCPrimary Solid Tumor +TCGA-NK-A7XE-01 Primary Solid Tumor LUSC LUSCPrimary Solid Tumor +TCGA-NQ-A57I-01 Primary Solid Tumor MESO MESOPrimary Solid Tumor +TCGA-NQ-A638-01 Primary Solid Tumor MESO MESOPrimary Solid Tumor +TCGA-O1-A52J-01 Primary Solid Tumor LUAD LUADPrimary Solid Tumor +TCGA-O2-A52N-01 Primary Solid Tumor LUSC LUSCPrimary Solid Tumor +TCGA-O2-A52Q-01 Primary Solid Tumor LUSC LUSCPrimary Solid Tumor +TCGA-O2-A52S-01 Primary Solid Tumor LUSC LUSCPrimary Solid Tumor +TCGA-O2-A52V-01 Primary Solid Tumor LUSC LUSCPrimary Solid Tumor +TCGA-O2-A52W-01 Primary Solid Tumor LUSC LUSCPrimary Solid Tumor +TCGA-O2-A5IB-01 Primary Solid Tumor LUSC LUSCPrimary Solid Tumor +TCGA-O8-A75V-01 Primary Solid Tumor LIHC LIHCPrimary Solid Tumor +TCGA-O9-A75Z-01 Primary Solid Tumor KIRP KIRPPrimary Solid Tumor +TCGA-OD-A75X-06 Metastatic SKCM SKCMMetastatic +TCGA-OE-A75W-01 Primary Solid Tumor PAAD PAADPrimary Solid Tumor +TCGA-OK-A5Q2-01 Primary Solid Tumor BRCA BRCAPrimary Solid Tumor +TCGA-OL-A5D6-01 Primary Solid Tumor BRCA BRCAPrimary Solid Tumor +TCGA-OL-A5D7-01 Primary Solid Tumor BRCA BRCAPrimary Solid Tumor +TCGA-OL-A5D8-01 Primary Solid Tumor BRCA BRCAPrimary Solid Tumor +TCGA-OL-A5DA-01 Primary Solid Tumor BRCA BRCAPrimary Solid Tumor +TCGA-OL-A5RU-01 Primary Solid Tumor BRCA BRCAPrimary Solid Tumor +TCGA-OL-A5RV-01 Primary Solid Tumor BRCA BRCAPrimary Solid Tumor +TCGA-OL-A5RW-01 Primary Solid Tumor BRCA BRCAPrimary Solid Tumor +TCGA-OL-A5RX-01 Primary Solid Tumor BRCA BRCAPrimary Solid Tumor +TCGA-OL-A5RY-01 Primary Solid Tumor BRCA BRCAPrimary Solid Tumor +TCGA-OL-A5RZ-01 Primary Solid Tumor BRCA BRCAPrimary Solid Tumor +TCGA-OL-A5S0-01 Primary Solid Tumor BRCA BRCAPrimary Solid Tumor +TCGA-OL-A66H-01 Primary Solid Tumor BRCA BRCAPrimary Solid Tumor +TCGA-OL-A66I-01 Primary Solid Tumor BRCA BRCAPrimary Solid Tumor +TCGA-OL-A66J-01 Primary Solid Tumor BRCA BRCAPrimary Solid Tumor +TCGA-OL-A66K-01 Primary Solid Tumor BRCA BRCAPrimary Solid Tumor +TCGA-OL-A66L-01 Primary Solid Tumor BRCA BRCAPrimary Solid Tumor +TCGA-OL-A66N-01 Primary Solid Tumor BRCA BRCAPrimary Solid Tumor +TCGA-OL-A66O-01 Primary Solid Tumor BRCA BRCAPrimary Solid Tumor +TCGA-OL-A66P-01 Primary Solid Tumor BRCA BRCAPrimary Solid Tumor +TCGA-OL-A6VO-01 Primary Solid Tumor BRCA BRCAPrimary Solid Tumor +TCGA-OL-A6VQ-01 Primary Solid Tumor BRCA BRCAPrimary Solid Tumor +TCGA-OL-A6VR-01 Primary Solid Tumor BRCA BRCAPrimary Solid Tumor +TCGA-OL-A97C-01 Primary Solid Tumor BRCA BRCAPrimary Solid Tumor +TCGA-OR-A5J1-01 Primary Solid Tumor ACC ACCPrimary Solid Tumor +TCGA-OR-A5J2-01 Primary Solid Tumor ACC ACCPrimary Solid Tumor +TCGA-OR-A5J3-01 Primary Solid Tumor ACC ACCPrimary Solid Tumor +TCGA-OR-A5J5-01 Primary Solid Tumor ACC ACCPrimary Solid Tumor +TCGA-OR-A5J6-01 Primary Solid Tumor ACC ACCPrimary Solid Tumor +TCGA-OR-A5J7-01 Primary Solid Tumor ACC ACCPrimary Solid Tumor +TCGA-OR-A5J8-01 Primary Solid Tumor ACC ACCPrimary Solid Tumor +TCGA-OR-A5J9-01 Primary Solid Tumor ACC ACCPrimary Solid Tumor +TCGA-OR-A5JA-01 Primary Solid Tumor ACC ACCPrimary Solid Tumor +TCGA-OR-A5JB-01 Primary Solid Tumor ACC ACCPrimary Solid Tumor +TCGA-OR-A5JC-01 Primary Solid Tumor ACC ACCPrimary Solid Tumor +TCGA-OR-A5JD-01 Primary Solid Tumor ACC ACCPrimary Solid Tumor +TCGA-OR-A5JE-01 Primary Solid Tumor ACC ACCPrimary Solid Tumor +TCGA-OR-A5JF-01 Primary Solid Tumor ACC ACCPrimary Solid Tumor +TCGA-OR-A5JG-01 Primary Solid Tumor ACC ACCPrimary Solid Tumor +TCGA-OR-A5JI-01 Primary Solid Tumor ACC ACCPrimary Solid Tumor +TCGA-OR-A5JJ-01 Primary Solid Tumor ACC ACCPrimary Solid Tumor +TCGA-OR-A5JK-01 Primary Solid Tumor ACC ACCPrimary Solid Tumor +TCGA-OR-A5JL-01 Primary Solid Tumor ACC ACCPrimary Solid Tumor +TCGA-OR-A5JM-01 Primary Solid Tumor ACC ACCPrimary Solid Tumor 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ACCPrimary Solid Tumor +TCGA-OR-A5K5-01 Primary Solid Tumor ACC ACCPrimary Solid Tumor +TCGA-OR-A5K6-01 Primary Solid Tumor ACC ACCPrimary Solid Tumor +TCGA-OR-A5K8-01 Primary Solid Tumor ACC ACCPrimary Solid Tumor +TCGA-OR-A5K9-01 Primary Solid Tumor ACC ACCPrimary Solid Tumor +TCGA-OR-A5KO-01 Primary Solid Tumor ACC ACCPrimary Solid Tumor +TCGA-OR-A5KT-01 Primary Solid Tumor ACC ACCPrimary Solid Tumor +TCGA-OR-A5KU-01 Primary Solid Tumor ACC ACCPrimary Solid Tumor +TCGA-OR-A5KV-01 Primary Solid Tumor ACC ACCPrimary Solid Tumor +TCGA-OR-A5KW-01 Primary Solid Tumor ACC ACCPrimary Solid Tumor +TCGA-OR-A5KX-01 Primary Solid Tumor ACC ACCPrimary Solid Tumor +TCGA-OR-A5KY-01 Primary Solid Tumor ACC ACCPrimary Solid Tumor +TCGA-OR-A5KZ-01 Primary Solid Tumor ACC ACCPrimary Solid Tumor +TCGA-OR-A5L3-01 Primary Solid Tumor ACC ACCPrimary Solid Tumor +TCGA-OR-A5L4-01 Primary Solid Tumor ACC ACCPrimary Solid Tumor +TCGA-OR-A5L5-01 Primary Solid Tumor ACC ACCPrimary Solid Tumor +TCGA-OR-A5L6-01 Primary Solid Tumor ACC ACCPrimary Solid Tumor +TCGA-OR-A5L8-01 Primary Solid Tumor ACC ACCPrimary Solid Tumor +TCGA-OR-A5L9-01 Primary Solid Tumor ACC ACCPrimary Solid Tumor +TCGA-OR-A5LA-01 Primary Solid Tumor ACC ACCPrimary Solid Tumor +TCGA-OR-A5LB-01 Primary Solid Tumor ACC ACCPrimary Solid Tumor +TCGA-OR-A5LC-01 Primary Solid Tumor ACC ACCPrimary Solid Tumor +TCGA-OR-A5LD-01 Primary Solid Tumor ACC ACCPrimary Solid Tumor +TCGA-OR-A5LE-01 Primary Solid Tumor ACC ACCPrimary Solid Tumor +TCGA-OR-A5LG-01 Primary Solid Tumor ACC ACCPrimary Solid Tumor +TCGA-OR-A5LH-01 Primary Solid Tumor ACC ACCPrimary Solid Tumor +TCGA-OR-A5LJ-01 Primary Solid Tumor ACC ACCPrimary Solid Tumor +TCGA-OR-A5LK-01 Primary Solid Tumor ACC ACCPrimary Solid Tumor +TCGA-OR-A5LL-01 Primary Solid Tumor ACC ACCPrimary Solid Tumor +TCGA-OR-A5LM-01 Primary Solid Tumor ACC ACCPrimary Solid Tumor +TCGA-OR-A5LN-01 Primary Solid Tumor ACC ACCPrimary Solid Tumor +TCGA-OR-A5LO-01 Primary Solid Tumor ACC ACCPrimary Solid Tumor +TCGA-OR-A5LP-01 Primary Solid Tumor ACC ACCPrimary Solid Tumor +TCGA-OR-A5LR-01 Primary Solid Tumor ACC ACCPrimary Solid Tumor +TCGA-OR-A5LS-01 Primary Solid Tumor ACC ACCPrimary Solid Tumor +TCGA-OR-A5LT-01 Primary Solid Tumor ACC ACCPrimary Solid Tumor +TCGA-OU-A5PI-01 Primary Solid Tumor ACC ACCPrimary Solid Tumor +TCGA-OY-A56P-01 Primary Solid Tumor OV OVPrimary Solid Tumor +TCGA-OY-A56Q-01 Primary Solid Tumor OV OVPrimary Solid Tumor +TCGA-P3-A5Q5-01 Primary Solid Tumor HNSC HNSCPrimary Solid Tumor +TCGA-P3-A5Q6-01 Primary Solid Tumor HNSC HNSCPrimary Solid Tumor +TCGA-P3-A5QA-01 Primary Solid Tumor HNSC HNSCPrimary Solid Tumor +TCGA-P3-A5QE-01 Primary Solid Tumor HNSC HNSCPrimary Solid Tumor +TCGA-P3-A5QF-01 Primary Solid Tumor HNSC HNSCPrimary Solid Tumor +TCGA-P3-A6SW-01 Primary Solid Tumor HNSC HNSCPrimary Solid Tumor +TCGA-P3-A6SX-01 Primary Solid Tumor HNSC HNSCPrimary Solid Tumor +TCGA-P3-A6T0-01 Primary Solid Tumor HNSC HNSCPrimary Solid Tumor +TCGA-P3-A6T2-01 Primary Solid Tumor HNSC HNSCPrimary Solid Tumor +TCGA-P3-A6T3-01 Primary Solid Tumor HNSC HNSCPrimary Solid Tumor +TCGA-P3-A6T4-01 Primary Solid Tumor HNSC HNSCPrimary Solid Tumor +TCGA-P3-A6T5-01 Primary Solid Tumor HNSC HNSCPrimary Solid Tumor +TCGA-P3-A6T6-01 Primary Solid Tumor HNSC HNSCPrimary Solid Tumor +TCGA-P3-A6T7-01 Primary Solid Tumor HNSC HNSCPrimary Solid Tumor +TCGA-P3-A6T8-01 Primary Solid Tumor HNSC HNSCPrimary Solid Tumor +TCGA-P4-A5E6-01 Primary Solid Tumor KIRP KIRPPrimary Solid Tumor +TCGA-P4-A5E7-01 Primary Solid Tumor KIRP KIRPPrimary Solid Tumor +TCGA-P4-A5E8-01 Primary Solid Tumor KIRP KIRPPrimary Solid Tumor +TCGA-P4-A5E8-11 Solid Tissue Normal KIRP KIRPSolid Tissue Normal +TCGA-P4-A5EA-01 Primary Solid Tumor KIRP KIRPPrimary Solid Tumor +TCGA-P4-A5EB-01 Primary Solid Tumor KIRP KIRPPrimary Solid Tumor +TCGA-P4-A5ED-01 Primary Solid Tumor KIRP KIRPPrimary Solid Tumor +TCGA-P4-A5ED-11 Solid Tissue Normal KIRP KIRPSolid Tissue Normal +TCGA-P4-AAVK-01 Primary Solid Tumor KIRP KIRPPrimary Solid Tumor +TCGA-P4-AAVL-01 Primary Solid Tumor KIRP KIRPPrimary Solid Tumor +TCGA-P4-AAVM-01 Primary Solid Tumor KIRP KIRPPrimary Solid Tumor +TCGA-P4-AAVO-01 Primary Solid Tumor KIRP KIRPPrimary Solid Tumor +TCGA-P5-A5ET-01 Primary Solid Tumor LGG LGGPrimary Solid Tumor +TCGA-P5-A5EU-01 Primary Solid Tumor LGG LGGPrimary Solid Tumor +TCGA-P5-A5EV-01 Primary Solid Tumor LGG LGGPrimary Solid Tumor +TCGA-P5-A5EW-01 Primary Solid Tumor LGG LGGPrimary Solid Tumor +TCGA-P5-A5EX-01 Primary Solid Tumor LGG LGGPrimary Solid Tumor +TCGA-P5-A5EY-01 Primary Solid Tumor LGG LGGPrimary Solid Tumor +TCGA-P5-A5EZ-01 Primary Solid Tumor LGG LGGPrimary Solid Tumor +TCGA-P5-A5F0-01 Primary Solid Tumor LGG LGGPrimary Solid Tumor +TCGA-P5-A5F1-01 Primary Solid Tumor LGG LGGPrimary Solid Tumor +TCGA-P5-A5F2-01 Primary Solid Tumor LGG LGGPrimary Solid Tumor +TCGA-P5-A5F4-01 Primary Solid Tumor LGG LGGPrimary Solid Tumor +TCGA-P5-A5F6-01 Primary Solid Tumor LGG LGGPrimary Solid Tumor +TCGA-P5-A72U-01 Primary Solid Tumor LGG LGGPrimary Solid Tumor +TCGA-P5-A72W-01 Primary Solid Tumor LGG LGGPrimary Solid Tumor +TCGA-P5-A72X-01 Primary Solid Tumor LGG LGGPrimary Solid Tumor +TCGA-P5-A72Z-01 Primary Solid Tumor LGG LGGPrimary Solid Tumor +TCGA-P5-A730-01 Primary Solid Tumor LGG LGGPrimary Solid Tumor +TCGA-P5-A731-01 Primary Solid Tumor LGG LGGPrimary Solid Tumor +TCGA-P5-A733-01 Primary Solid Tumor LGG LGGPrimary Solid Tumor +TCGA-P5-A735-01 Primary Solid Tumor LGG LGGPrimary Solid Tumor +TCGA-P5-A736-01 Primary Solid Tumor LGG LGGPrimary Solid Tumor +TCGA-P5-A737-01 Primary Solid Tumor LGG LGGPrimary Solid Tumor +TCGA-P5-A77W-01 Primary Solid Tumor LGG LGGPrimary Solid Tumor +TCGA-P5-A77X-01 Primary Solid Tumor LGG LGGPrimary Solid Tumor +TCGA-P5-A780-01 Primary Solid Tumor LGG LGGPrimary Solid Tumor +TCGA-P5-A781-01 Primary Solid Tumor LGG LGGPrimary Solid Tumor +TCGA-P6-A5OF-01 Primary Solid Tumor ACC ACCPrimary Solid Tumor +TCGA-P6-A5OG-01 Primary Solid Tumor ACC ACCPrimary Solid Tumor +TCGA-P7-A5NX-01 Primary Solid Tumor PCPG PCPGPrimary Solid Tumor +TCGA-P7-A5NY-01 Primary Solid Tumor PCPG PCPGPrimary Solid Tumor +TCGA-P7-A5NY-05 Additional - New Primary PCPG PCPGAdditional - New Primary +TCGA-P8-A5KC-01 Primary Solid Tumor PCPG PCPGPrimary Solid Tumor +TCGA-P8-A5KC-11 Solid Tissue Normal PCPG PCPGSolid Tissue Normal +TCGA-P8-A5KD-01 Primary Solid Tumor PCPG PCPGPrimary Solid Tumor +TCGA-P8-A5KD-11 Solid Tissue Normal PCPG PCPGSolid Tissue Normal +TCGA-P8-A6RX-01 Primary Solid Tumor PCPG PCPGPrimary Solid Tumor +TCGA-P8-A6RY-01 Primary Solid Tumor PCPG PCPGPrimary Solid Tumor +TCGA-PA-A5YG-01 Primary Solid Tumor ACC ACCPrimary Solid Tumor +TCGA-PC-A5DK-01 Primary Solid Tumor SARC SARCPrimary Solid Tumor +TCGA-PC-A5DL-01 Primary Solid Tumor SARC SARCPrimary Solid Tumor +TCGA-PC-A5DM-01 Primary Solid Tumor SARC SARCPrimary Solid Tumor +TCGA-PC-A5DN-01 Primary Solid Tumor SARC SARCPrimary Solid Tumor +TCGA-PC-A5DO-01 Primary Solid Tumor SARC SARCPrimary Solid Tumor +TCGA-PC-A5DP-01 Primary Solid Tumor SARC SARCPrimary Solid Tumor +TCGA-PD-A5DF-01 Primary Solid Tumor LIHC LIHCPrimary Solid Tumor +TCGA-PE-A5DC-01 Primary Solid Tumor BRCA BRCAPrimary Solid Tumor +TCGA-PE-A5DD-01 Primary Solid Tumor BRCA BRCAPrimary Solid Tumor +TCGA-PE-A5DE-01 Primary Solid Tumor BRCA BRCAPrimary Solid Tumor +TCGA-PG-A5BC-01 Primary Solid Tumor UCEC UCECPrimary Solid Tumor +TCGA-PG-A6IB-01 Primary Solid Tumor UCEC UCECPrimary Solid Tumor +TCGA-PG-A7D5-01 Primary Solid Tumor UCEC UCECPrimary Solid Tumor +TCGA-PG-A914-01 Primary Solid Tumor UCEC UCECPrimary Solid Tumor +TCGA-PG-A915-01 Primary Solid Tumor UCEC UCECPrimary Solid Tumor +TCGA-PG-A916-01 Primary Solid Tumor UCEC UCECPrimary Solid Tumor +TCGA-PG-A917-01 Primary Solid Tumor UCEC UCECPrimary Solid Tumor +TCGA-PJ-A5Z8-01 Primary Solid Tumor KIRP KIRPPrimary Solid Tumor +TCGA-PJ-A5Z9-01 Primary Solid Tumor KIRP KIRPPrimary Solid Tumor +TCGA-PK-A5H8-01 Primary Solid Tumor ACC ACCPrimary Solid Tumor +TCGA-PK-A5H9-01 Primary Solid Tumor ACC ACCPrimary Solid Tumor +TCGA-PK-A5HA-01 Primary Solid Tumor ACC ACCPrimary Solid Tumor +TCGA-PK-A5HB-01 Primary Solid Tumor ACC ACCPrimary Solid Tumor +TCGA-PL-A8LV-01 Primary Solid Tumor BRCA BRCAPrimary Solid Tumor +TCGA-PL-A8LX-01 Primary Solid Tumor BRCA BRCAPrimary Solid Tumor +TCGA-PL-A8LY-01 Primary Solid Tumor BRCA BRCAPrimary Solid Tumor +TCGA-PL-A8LZ-01 Primary Solid Tumor BRCA BRCAPrimary Solid Tumor +TCGA-PN-A8M9-01 Primary Solid Tumor CESC CESCPrimary Solid Tumor +TCGA-PN-A8MA-01 Primary Solid Tumor CESC CESCPrimary Solid Tumor +TCGA-PQ-A6FI-01 Primary Solid Tumor BLCA BLCAPrimary Solid Tumor +TCGA-PQ-A6FN-01 Primary Solid Tumor BLCA BLCAPrimary Solid Tumor +TCGA-PR-A5PF-01 Primary Solid Tumor PCPG PCPGPrimary Solid Tumor +TCGA-PR-A5PG-01 Primary Solid Tumor PCPG PCPGPrimary Solid Tumor +TCGA-PR-A5PH-01 Primary Solid Tumor PCPG PCPGPrimary Solid Tumor +TCGA-PT-A8TR-01 Primary Solid Tumor SARC SARCPrimary Solid Tumor +TCGA-PZ-A5RE-01 Primary Solid Tumor PAAD PAADPrimary Solid Tumor +TCGA-Q1-A5R1-01 Primary Solid Tumor CESC CESCPrimary Solid Tumor +TCGA-Q1-A5R2-01 Primary Solid Tumor CESC CESCPrimary Solid Tumor +TCGA-Q1-A5R3-01 Primary Solid Tumor CESC CESCPrimary Solid Tumor +TCGA-Q1-A6DT-01 Primary Solid Tumor CESC CESCPrimary Solid Tumor +TCGA-Q1-A6DV-01 Primary Solid Tumor CESC CESCPrimary Solid Tumor +TCGA-Q1-A6DW-01 Primary Solid Tumor CESC CESCPrimary Solid Tumor +TCGA-Q1-A73O-01 Primary Solid Tumor CESC CESCPrimary Solid Tumor +TCGA-Q1-A73P-01 Primary Solid Tumor CESC CESCPrimary Solid Tumor +TCGA-Q1-A73Q-01 Primary Solid Tumor CESC CESCPrimary Solid Tumor +TCGA-Q1-A73R-01 Primary Solid Tumor CESC CESCPrimary Solid Tumor +TCGA-Q1-A73S-01 Primary Solid Tumor CESC CESCPrimary Solid Tumor +TCGA-Q2-A5QZ-01 Primary Solid Tumor KIRP KIRPPrimary Solid Tumor +TCGA-Q3-A5QY-01 Primary Solid Tumor PAAD PAADPrimary Solid Tumor +TCGA-Q3-AA2A-01 Primary Solid Tumor PAAD PAADPrimary Solid Tumor 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COADPrimary Solid Tumor +TCGA-QH-A65R-01 Primary Solid Tumor LGG LGGPrimary Solid Tumor +TCGA-QH-A65S-01 Primary Solid Tumor LGG LGGPrimary Solid Tumor +TCGA-QH-A65V-01 Primary Solid Tumor LGG LGGPrimary Solid Tumor +TCGA-QH-A65X-01 Primary Solid Tumor LGG LGGPrimary Solid Tumor +TCGA-QH-A65Z-01 Primary Solid Tumor LGG LGGPrimary Solid Tumor +TCGA-QH-A6CS-01 Primary Solid Tumor LGG LGGPrimary Solid Tumor +TCGA-QH-A6CU-01 Primary Solid Tumor LGG LGGPrimary Solid Tumor +TCGA-QH-A6CV-01 Primary Solid Tumor LGG LGGPrimary Solid Tumor +TCGA-QH-A6CW-01 Primary Solid Tumor LGG LGGPrimary Solid Tumor +TCGA-QH-A6CX-01 Primary Solid Tumor LGG LGGPrimary Solid Tumor +TCGA-QH-A6CY-01 Primary Solid Tumor LGG LGGPrimary Solid Tumor +TCGA-QH-A6CZ-01 Primary Solid Tumor LGG LGGPrimary Solid Tumor +TCGA-QH-A6X3-01 Primary Solid Tumor LGG LGGPrimary Solid Tumor +TCGA-QH-A6X4-01 Primary Solid Tumor LGG LGGPrimary Solid Tumor +TCGA-QH-A6X5-01 Primary Solid Tumor LGG LGGPrimary Solid Tumor +TCGA-QH-A6X8-01 Primary Solid Tumor LGG LGGPrimary Solid Tumor +TCGA-QH-A6X9-01 Primary Solid Tumor LGG LGGPrimary Solid Tumor +TCGA-QH-A6XA-01 Primary Solid Tumor LGG LGGPrimary Solid Tumor +TCGA-QH-A6XC-01 Primary Solid Tumor LGG LGGPrimary Solid Tumor +TCGA-QH-A86X-01 Primary Solid Tumor LGG LGGPrimary Solid Tumor +TCGA-QH-A870-01 Primary Solid Tumor LGG LGGPrimary Solid Tumor +TCGA-QK-A64Z-01 Primary Solid Tumor HNSC HNSCPrimary Solid Tumor +TCGA-QK-A652-01 Primary Solid Tumor HNSC HNSCPrimary Solid Tumor +TCGA-QK-A6IF-01 Primary Solid Tumor HNSC HNSCPrimary Solid Tumor +TCGA-QK-A6IG-01 Primary Solid Tumor HNSC HNSCPrimary Solid Tumor +TCGA-QK-A6IH-01 Primary Solid Tumor HNSC HNSCPrimary Solid Tumor +TCGA-QK-A6II-01 Primary Solid Tumor HNSC HNSCPrimary Solid Tumor +TCGA-QK-A6IJ-01 Primary Solid Tumor HNSC HNSCPrimary Solid Tumor +TCGA-QK-A6V9-01 Primary Solid Tumor HNSC HNSCPrimary Solid Tumor +TCGA-QK-A6VB-01 Primary Solid Tumor HNSC HNSCPrimary Solid Tumor +TCGA-QK-A6VC-01 Primary Solid Tumor HNSC HNSCPrimary Solid Tumor +TCGA-QK-A8Z7-01 Primary Solid Tumor HNSC HNSCPrimary Solid Tumor +TCGA-QK-A8Z8-01 Primary Solid Tumor HNSC HNSCPrimary Solid Tumor +TCGA-QK-A8Z9-01 Primary Solid Tumor HNSC HNSCPrimary Solid Tumor +TCGA-QK-A8ZA-01 Primary Solid Tumor HNSC HNSCPrimary Solid Tumor +TCGA-QK-A8ZB-01 Primary Solid Tumor HNSC HNSCPrimary Solid Tumor +TCGA-QK-AA3J-01 Primary Solid Tumor HNSC HNSCPrimary Solid Tumor +TCGA-QK-AA3K-01 Primary Solid Tumor HNSC HNSCPrimary Solid Tumor +TCGA-QL-A97D-01 Primary Solid Tumor COAD COADPrimary Solid Tumor +TCGA-QM-A5NM-01 Primary Solid Tumor UCS UCSPrimary Solid Tumor +TCGA-QN-A5NN-01 Primary Solid Tumor UCS UCSPrimary Solid Tumor +TCGA-QQ-A5V2-01 Primary Solid Tumor SARC SARCPrimary Solid Tumor +TCGA-QQ-A5V9-01 Primary Solid Tumor SARC SARCPrimary Solid Tumor +TCGA-QQ-A5VA-01 Primary Solid Tumor SARC SARCPrimary Solid Tumor +TCGA-QQ-A5VB-01 Primary Solid Tumor SARC SARCPrimary Solid Tumor +TCGA-QQ-A5VC-01 Primary Solid Tumor SARC SARCPrimary Solid Tumor +TCGA-QQ-A5VD-01 Primary Solid Tumor SARC SARCPrimary Solid Tumor +TCGA-QQ-A8VB-01 Primary Solid Tumor SARC SARCPrimary Solid Tumor +TCGA-QQ-A8VD-01 Primary Solid Tumor SARC SARCPrimary Solid Tumor +TCGA-QQ-A8VF-01 Primary Solid Tumor SARC SARCPrimary Solid Tumor +TCGA-QQ-A8VG-01 Primary Solid Tumor SARC SARCPrimary Solid Tumor +TCGA-QQ-A8VH-01 Primary Solid Tumor SARC SARCPrimary Solid Tumor +TCGA-QR-A6GO-01 Primary Solid Tumor PCPG PCPGPrimary Solid Tumor +TCGA-QR-A6GR-01 Primary Solid Tumor PCPG PCPGPrimary Solid Tumor +TCGA-QR-A6GS-01 Primary Solid Tumor PCPG PCPGPrimary Solid Tumor +TCGA-QR-A6GT-01 Primary Solid Tumor PCPG PCPGPrimary Solid Tumor +TCGA-QR-A6GU-01 Primary Solid Tumor PCPG PCPGPrimary Solid Tumor +TCGA-QR-A6GW-01 Primary Solid Tumor PCPG PCPGPrimary Solid Tumor +TCGA-QR-A6GX-01 Primary Solid Tumor PCPG PCPGPrimary Solid Tumor +TCGA-QR-A6GY-01 Primary Solid Tumor PCPG PCPGPrimary Solid Tumor +TCGA-QR-A6GZ-01 Primary Solid Tumor PCPG PCPGPrimary Solid Tumor +TCGA-QR-A6GZ-05 Additional - New Primary PCPG PCPGAdditional - New Primary +TCGA-QR-A6H0-01 Primary Solid Tumor PCPG PCPGPrimary Solid Tumor +TCGA-QR-A6H1-01 Primary Solid Tumor PCPG PCPGPrimary Solid Tumor +TCGA-QR-A6H2-01 Primary Solid Tumor PCPG PCPGPrimary Solid Tumor +TCGA-QR-A6H3-01 Primary Solid Tumor PCPG PCPGPrimary Solid Tumor +TCGA-QR-A6H4-01 Primary Solid Tumor PCPG PCPGPrimary Solid Tumor +TCGA-QR-A6H5-01 Primary Solid Tumor PCPG PCPGPrimary Solid Tumor +TCGA-QR-A6H6-01 Primary Solid Tumor PCPG PCPGPrimary Solid Tumor +TCGA-QR-A6ZZ-01 Primary Solid Tumor PCPG PCPGPrimary Solid Tumor +TCGA-QR-A700-01 Primary Solid Tumor PCPG PCPGPrimary Solid Tumor +TCGA-QR-A702-01 Primary Solid Tumor PCPG PCPGPrimary Solid Tumor +TCGA-QR-A703-01 Primary Solid Tumor PCPG PCPGPrimary Solid Tumor +TCGA-QR-A705-01 Primary Solid Tumor PCPG PCPGPrimary Solid Tumor +TCGA-QR-A706-01 Primary Solid Tumor PCPG PCPGPrimary Solid Tumor +TCGA-QR-A707-01 Primary Solid Tumor PCPG PCPGPrimary Solid Tumor +TCGA-QR-A708-01 Primary Solid Tumor PCPG PCPGPrimary Solid Tumor +TCGA-QR-A70A-01 Primary Solid Tumor PCPG PCPGPrimary Solid Tumor +TCGA-QR-A70C-01 Primary Solid Tumor PCPG PCPGPrimary Solid Tumor +TCGA-QR-A70D-01 Primary Solid Tumor PCPG PCPGPrimary Solid Tumor +TCGA-QR-A70E-01 Primary Solid Tumor PCPG PCPGPrimary Solid Tumor +TCGA-QR-A70G-01 Primary Solid Tumor PCPG PCPGPrimary Solid Tumor +TCGA-QR-A70H-01 Primary Solid Tumor PCPG PCPGPrimary Solid Tumor +TCGA-QR-A70I-01 Primary Solid Tumor PCPG PCPGPrimary Solid Tumor +TCGA-QR-A70J-01 Primary Solid Tumor PCPG PCPGPrimary Solid Tumor +TCGA-QR-A70K-01 Primary Solid Tumor PCPG PCPGPrimary Solid Tumor +TCGA-QR-A70M-01 Primary Solid Tumor PCPG PCPGPrimary Solid Tumor +TCGA-QR-A70N-01 Primary Solid Tumor PCPG PCPGPrimary Solid Tumor +TCGA-QR-A70O-01 Primary Solid Tumor PCPG PCPGPrimary Solid Tumor +TCGA-QR-A70P-01 Primary Solid Tumor PCPG PCPGPrimary Solid Tumor +TCGA-QR-A70Q-01 Primary Solid Tumor PCPG PCPGPrimary Solid Tumor +TCGA-QR-A70R-01 Primary Solid Tumor PCPG PCPGPrimary Solid Tumor +TCGA-QR-A70T-01 Primary Solid Tumor PCPG PCPGPrimary Solid Tumor +TCGA-QR-A70U-01 Primary Solid Tumor PCPG PCPGPrimary Solid Tumor +TCGA-QR-A70V-01 Primary Solid Tumor PCPG PCPGPrimary Solid Tumor +TCGA-QR-A70W-01 Primary Solid Tumor PCPG PCPGPrimary Solid Tumor +TCGA-QR-A70X-01 Primary Solid Tumor PCPG PCPGPrimary Solid Tumor +TCGA-QR-A7IN-01 Primary Solid Tumor PCPG PCPGPrimary Solid Tumor +TCGA-QR-A7IP-01 Primary Solid Tumor PCPG PCPGPrimary Solid Tumor +TCGA-QS-A5YQ-01 Primary Solid Tumor UCEC UCECPrimary Solid Tumor +TCGA-QS-A5YR-01 Primary Solid Tumor UCEC UCECPrimary Solid Tumor +TCGA-QS-A744-01 Primary Solid Tumor UCEC UCECPrimary Solid Tumor +TCGA-QS-A8F1-01 Primary Solid Tumor UCEC UCECPrimary Solid Tumor +TCGA-QT-A5XJ-01 Primary Solid Tumor PCPG PCPGPrimary Solid Tumor +TCGA-QT-A5XK-01 Primary Solid Tumor PCPG PCPGPrimary Solid Tumor +TCGA-QT-A5XL-01 Primary Solid Tumor PCPG PCPGPrimary Solid Tumor +TCGA-QT-A5XM-01 Primary Solid Tumor PCPG PCPGPrimary Solid Tumor +TCGA-QT-A5XN-01 Primary Solid Tumor PCPG PCPGPrimary Solid Tumor +TCGA-QT-A5XO-01 Primary Solid Tumor PCPG PCPGPrimary Solid Tumor +TCGA-QT-A5XP-01 Primary Solid Tumor PCPG PCPGPrimary Solid Tumor +TCGA-QT-A69Q-01 Primary Solid Tumor PCPG PCPGPrimary Solid Tumor +TCGA-QT-A7U0-01 Primary Solid Tumor PCPG PCPGPrimary Solid Tumor +TCGA-QU-A6IL-01 Primary Solid Tumor PRAD PRADPrimary Solid Tumor +TCGA-QU-A6IM-01 Primary Solid Tumor PRAD PRADPrimary Solid Tumor +TCGA-QU-A6IN-01 Primary Solid Tumor PRAD PRADPrimary Solid Tumor +TCGA-QU-A6IO-01 Primary Solid Tumor PRAD PRADPrimary Solid Tumor +TCGA-QU-A6IP-01 Primary Solid Tumor PRAD PRADPrimary Solid Tumor +TCGA-R2-A69V-01 Primary Solid Tumor CESC CESCPrimary Solid Tumor +TCGA-R3-A69X-01 Primary Solid Tumor BLCA BLCAPrimary Solid Tumor +TCGA-R5-A7O7-01 Primary Solid Tumor STAD STADPrimary Solid Tumor +TCGA-R5-A7ZE-01 Primary Solid Tumor STAD STADPrimary Solid Tumor +TCGA-R5-A7ZF-01 Primary Solid Tumor STAD STADPrimary Solid Tumor +TCGA-R5-A7ZI-01 Primary Solid Tumor STAD STADPrimary Solid Tumor +TCGA-R5-A7ZR-01 Primary Solid Tumor STAD STADPrimary Solid Tumor +TCGA-R5-A805-01 Primary Solid Tumor STAD STADPrimary Solid Tumor +TCGA-R6-A6DN-01 Primary Solid Tumor ESCA ESCAPrimary Solid Tumor +TCGA-R6-A6DQ-01 Primary Solid Tumor ESCA ESCAPrimary Solid Tumor +TCGA-R6-A6KZ-01 Primary Solid Tumor ESCA ESCAPrimary Solid Tumor +TCGA-R6-A6L4-01 Primary Solid Tumor ESCA ESCAPrimary Solid Tumor +TCGA-R6-A6L6-01 Primary Solid Tumor ESCA ESCAPrimary Solid Tumor +TCGA-R6-A6XG-01 Primary Solid Tumor ESCA ESCAPrimary Solid Tumor +TCGA-R6-A6XQ-01 Primary Solid Tumor ESCA ESCAPrimary Solid Tumor +TCGA-R6-A6Y0-01 Primary Solid Tumor ESCA ESCAPrimary Solid Tumor +TCGA-R6-A6Y2-01 Primary Solid Tumor ESCA ESCAPrimary Solid Tumor +TCGA-R6-A8W5-01 Primary Solid Tumor ESCA ESCAPrimary Solid Tumor +TCGA-R6-A8W8-01 Primary Solid Tumor ESCA ESCAPrimary Solid Tumor +TCGA-R6-A8WC-01 Primary Solid Tumor ESCA ESCAPrimary Solid Tumor +TCGA-R6-A8WG-01 Primary Solid Tumor ESCA ESCAPrimary Solid Tumor +TCGA-R8-A6MK-01 Primary Solid Tumor LGG LGGPrimary Solid Tumor +TCGA-R8-A6ML-01 Primary Solid Tumor LGG LGGPrimary Solid Tumor +TCGA-R8-A6MO-01 Primary Solid Tumor LGG LGGPrimary Solid Tumor +TCGA-R8-A6YH-01 Primary Solid Tumor LGG LGGPrimary Solid Tumor +TCGA-R8-A73M-01 Primary Solid Tumor LGG LGGPrimary Solid Tumor +TCGA-RA-A741-01 Primary Solid Tumor CESC CESCPrimary Solid Tumor +TCGA-RB-A7B8-01 Primary Solid Tumor PAAD PAADPrimary Solid Tumor +TCGA-RB-AA9M-01 Primary Solid Tumor PAAD PAADPrimary Solid Tumor +TCGA-RC-A6M3-01 Primary Solid Tumor LIHC LIHCPrimary Solid Tumor +TCGA-RC-A6M4-01 Primary Solid Tumor LIHC LIHCPrimary Solid Tumor +TCGA-RC-A6M5-01 Primary Solid Tumor LIHC LIHCPrimary Solid Tumor +TCGA-RC-A6M6-01 Primary Solid Tumor LIHC LIHCPrimary Solid Tumor +TCGA-RC-A7S9-01 Primary Solid Tumor LIHC LIHCPrimary Solid Tumor +TCGA-RC-A7SB-01 Primary Solid Tumor LIHC LIHCPrimary Solid Tumor +TCGA-RC-A7SF-01 Primary Solid Tumor LIHC LIHCPrimary Solid Tumor +TCGA-RC-A7SH-01 Primary Solid Tumor LIHC LIHCPrimary Solid Tumor +TCGA-RC-A7SK-01 Primary Solid Tumor LIHC LIHCPrimary Solid Tumor +TCGA-RD-A7BS-01 Primary Solid Tumor STAD STADPrimary Solid Tumor +TCGA-RD-A7BT-01 Primary Solid Tumor STAD STADPrimary Solid Tumor +TCGA-RD-A7BW-01 Primary Solid Tumor STAD STADPrimary Solid Tumor +TCGA-RD-A7C1-01 Primary Solid Tumor STAD STADPrimary Solid Tumor +TCGA-RD-A8MV-01 Primary Solid Tumor STAD STADPrimary Solid Tumor +TCGA-RD-A8MW-01 Primary Solid Tumor STAD STADPrimary Solid Tumor +TCGA-RD-A8N0-01 Primary Solid Tumor STAD STADPrimary Solid Tumor +TCGA-RD-A8N1-01 Primary Solid Tumor STAD STADPrimary Solid Tumor +TCGA-RD-A8N2-01 Primary Solid Tumor STAD STADPrimary Solid Tumor +TCGA-RD-A8N4-01 Primary Solid Tumor STAD STADPrimary Solid Tumor +TCGA-RD-A8N5-01 Primary Solid Tumor STAD STADPrimary Solid Tumor 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Tumor DLBC DLBCPrimary Solid Tumor +TCGA-RQ-AAAT-01 Primary Solid Tumor DLBC DLBCPrimary Solid Tumor +TCGA-RS-A6TO-01 Primary Solid Tumor HNSC HNSCPrimary Solid Tumor +TCGA-RS-A6TP-01 Primary Solid Tumor HNSC HNSCPrimary Solid Tumor +TCGA-RT-A6Y9-01 Primary Solid Tumor PCPG PCPGPrimary Solid Tumor +TCGA-RT-A6YA-01 Primary Solid Tumor PCPG PCPGPrimary Solid Tumor +TCGA-RT-A6YC-01 Primary Solid Tumor PCPG PCPGPrimary Solid Tumor +TCGA-RU-A8FL-01 Primary Solid Tumor COAD COADPrimary Solid Tumor +TCGA-RW-A67V-01 Primary Solid Tumor PCPG PCPGPrimary Solid Tumor +TCGA-RW-A67W-01 Primary Solid Tumor PCPG PCPGPrimary Solid Tumor +TCGA-RW-A67X-01 Primary Solid Tumor PCPG PCPGPrimary Solid Tumor +TCGA-RW-A67Y-01 Primary Solid Tumor PCPG PCPGPrimary Solid Tumor +TCGA-RW-A680-01 Primary Solid Tumor PCPG PCPGPrimary Solid Tumor +TCGA-RW-A681-01 Primary Solid Tumor PCPG PCPGPrimary Solid Tumor +TCGA-RW-A684-01 Primary Solid Tumor PCPG PCPGPrimary Solid Tumor +TCGA-RW-A685-01 Primary Solid Tumor PCPG PCPGPrimary Solid Tumor +TCGA-RW-A686-01 Primary Solid Tumor PCPG PCPGPrimary Solid Tumor +TCGA-RW-A686-06 Metastatic PCPG PCPGMetastatic +TCGA-RW-A688-01 Primary Solid Tumor PCPG PCPGPrimary Solid Tumor +TCGA-RW-A689-01 Primary Solid Tumor PCPG PCPGPrimary Solid Tumor +TCGA-RW-A68A-01 Primary Solid Tumor PCPG PCPGPrimary Solid Tumor +TCGA-RW-A68B-01 Primary Solid Tumor PCPG PCPGPrimary Solid Tumor +TCGA-RW-A68C-01 Primary Solid Tumor PCPG PCPGPrimary Solid Tumor +TCGA-RW-A68D-01 Primary Solid Tumor PCPG PCPGPrimary Solid Tumor +TCGA-RW-A68F-01 Primary Solid Tumor PCPG PCPGPrimary Solid Tumor +TCGA-RW-A68G-01 Primary Solid Tumor PCPG PCPGPrimary Solid Tumor +TCGA-RW-A7CZ-01 Primary Solid Tumor PCPG PCPGPrimary Solid Tumor +TCGA-RW-A7D0-01 Primary Solid Tumor PCPG PCPGPrimary Solid Tumor +TCGA-RW-A8AZ-01 Primary Solid Tumor PCPG PCPGPrimary Solid Tumor +TCGA-RX-A8JQ-01 Primary Solid Tumor PCPG PCPGPrimary Solid Tumor +TCGA-RY-A83X-01 Primary Solid Tumor LGG LGGPrimary Solid Tumor 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Solid Tumor BRCA BRCAPrimary Solid Tumor +TCGA-S3-AA15-01 Primary Solid Tumor BRCA BRCAPrimary Solid Tumor +TCGA-S3-AA17-01 Primary Solid Tumor BRCA BRCAPrimary Solid Tumor +TCGA-S4-A8RM-01 Primary Solid Tumor PAAD PAADPrimary Solid Tumor +TCGA-S4-A8RO-01 Primary Solid Tumor PAAD PAADPrimary Solid Tumor +TCGA-S4-A8RP-01 Primary Solid Tumor PAAD PAADPrimary Solid Tumor +TCGA-S5-A6DX-01 Primary Solid Tumor BLCA BLCAPrimary Solid Tumor +TCGA-S5-AA26-01 Primary Solid Tumor BLCA BLCAPrimary Solid Tumor +TCGA-S6-A8JW-01 Primary Solid Tumor TGCT TGCTPrimary Solid Tumor +TCGA-S6-A8JX-01 Primary Solid Tumor TGCT TGCTPrimary Solid Tumor +TCGA-S6-A8JY-01 Primary Solid Tumor TGCT TGCTPrimary Solid Tumor +TCGA-S7-A7WL-01 Primary Solid Tumor PCPG PCPGPrimary Solid Tumor +TCGA-S7-A7WM-01 Primary Solid Tumor PCPG PCPGPrimary Solid Tumor +TCGA-S7-A7WN-01 Primary Solid Tumor PCPG PCPGPrimary Solid Tumor +TCGA-S7-A7WO-01 Primary Solid Tumor PCPG PCPGPrimary Solid Tumor +TCGA-S7-A7WP-01 Primary Solid Tumor PCPG PCPGPrimary Solid Tumor +TCGA-S7-A7WQ-01 Primary Solid Tumor PCPG PCPGPrimary Solid Tumor +TCGA-S7-A7WR-01 Primary Solid Tumor PCPG PCPGPrimary Solid Tumor +TCGA-S7-A7WT-01 Primary Solid Tumor PCPG PCPGPrimary Solid Tumor +TCGA-S7-A7WU-01 Primary Solid Tumor PCPG PCPGPrimary Solid Tumor +TCGA-S7-A7WV-01 Primary Solid Tumor PCPG PCPGPrimary Solid Tumor +TCGA-S7-A7WW-01 Primary Solid Tumor PCPG PCPGPrimary Solid Tumor +TCGA-S7-A7WX-01 Primary Solid Tumor PCPG PCPGPrimary Solid Tumor +TCGA-S7-A7X0-01 Primary Solid Tumor PCPG PCPGPrimary Solid Tumor +TCGA-S7-A7X1-01 Primary Solid Tumor PCPG PCPGPrimary Solid Tumor +TCGA-S7-A7X2-01 Primary Solid Tumor PCPG PCPGPrimary Solid Tumor +TCGA-S8-A6BV-01 Primary Solid Tumor ESCA ESCAPrimary Solid Tumor +TCGA-S8-A6BW-01 Primary Solid Tumor ESCA ESCAPrimary Solid Tumor +TCGA-S9-A6TS-01 Primary Solid Tumor LGG LGGPrimary Solid Tumor +TCGA-S9-A6TU-01 Primary Solid Tumor LGG LGGPrimary Solid Tumor +TCGA-S9-A6TV-01 Primary Solid Tumor LGG LGGPrimary Solid Tumor +TCGA-S9-A6TW-01 Primary Solid Tumor LGG LGGPrimary Solid Tumor +TCGA-S9-A6TX-01 Primary Solid Tumor LGG LGGPrimary Solid Tumor +TCGA-S9-A6TY-01 Primary Solid Tumor LGG LGGPrimary Solid Tumor +TCGA-S9-A6TZ-01 Primary Solid Tumor LGG LGGPrimary Solid Tumor +TCGA-S9-A6U0-01 Primary Solid Tumor LGG LGGPrimary Solid Tumor +TCGA-S9-A6U1-01 Primary Solid Tumor LGG LGGPrimary Solid Tumor +TCGA-S9-A6U2-01 Primary Solid Tumor LGG LGGPrimary Solid Tumor +TCGA-S9-A6U5-01 Primary Solid Tumor LGG LGGPrimary Solid Tumor +TCGA-S9-A6U6-01 Primary Solid Tumor LGG LGGPrimary Solid Tumor +TCGA-S9-A6U8-01 Primary Solid Tumor LGG LGGPrimary Solid Tumor +TCGA-S9-A6U9-01 Primary Solid Tumor LGG LGGPrimary Solid Tumor +TCGA-S9-A6UA-01 Primary Solid Tumor LGG LGGPrimary Solid Tumor +TCGA-S9-A6UB-01 Primary Solid Tumor LGG LGGPrimary Solid Tumor +TCGA-S9-A6WD-01 Primary Solid Tumor LGG LGGPrimary Solid Tumor +TCGA-S9-A6WE-01 Primary Solid Tumor LGG LGGPrimary Solid Tumor +TCGA-S9-A6WG-01 Primary Solid Tumor LGG LGGPrimary Solid Tumor +TCGA-S9-A6WH-01 Primary Solid Tumor LGG LGGPrimary Solid Tumor +TCGA-S9-A6WI-01 Primary Solid Tumor LGG LGGPrimary Solid Tumor +TCGA-S9-A6WL-01 Primary Solid Tumor LGG LGGPrimary Solid Tumor +TCGA-S9-A6WM-01 Primary Solid Tumor LGG LGGPrimary Solid Tumor +TCGA-S9-A6WN-01 Primary Solid Tumor LGG LGGPrimary Solid Tumor +TCGA-S9-A6WO-01 Primary Solid Tumor LGG LGGPrimary Solid Tumor +TCGA-S9-A6WP-01 Primary Solid Tumor LGG LGGPrimary Solid Tumor +TCGA-S9-A6WQ-01 Primary Solid Tumor LGG LGGPrimary Solid Tumor +TCGA-S9-A7IQ-01 Primary Solid Tumor LGG LGGPrimary Solid Tumor +TCGA-S9-A7IS-01 Primary Solid Tumor LGG LGGPrimary Solid Tumor +TCGA-S9-A7IX-01 Primary Solid Tumor LGG LGGPrimary Solid Tumor +TCGA-S9-A7IY-01 Primary Solid Tumor LGG LGGPrimary Solid Tumor +TCGA-S9-A7IZ-01 Primary Solid Tumor LGG LGGPrimary Solid Tumor +TCGA-S9-A7J0-01 Primary Solid Tumor LGG LGGPrimary Solid Tumor +TCGA-S9-A7J1-01 Primary Solid Tumor LGG LGGPrimary Solid Tumor +TCGA-S9-A7J2-01 Primary Solid Tumor LGG LGGPrimary Solid Tumor +TCGA-S9-A7J3-01 Primary Solid Tumor LGG LGGPrimary Solid Tumor +TCGA-S9-A7QW-01 Primary Solid Tumor LGG LGGPrimary Solid Tumor +TCGA-S9-A7QX-01 Primary Solid Tumor LGG LGGPrimary Solid Tumor +TCGA-S9-A7QY-01 Primary Solid Tumor LGG LGGPrimary Solid Tumor +TCGA-S9-A7QZ-01 Primary Solid Tumor LGG LGGPrimary Solid Tumor +TCGA-S9-A7R1-01 Primary Solid Tumor LGG LGGPrimary Solid Tumor +TCGA-S9-A7R2-01 Primary Solid Tumor LGG LGGPrimary Solid Tumor +TCGA-S9-A7R3-01 Primary Solid Tumor LGG LGGPrimary Solid Tumor +TCGA-S9-A7R4-01 Primary Solid Tumor LGG LGGPrimary Solid Tumor +TCGA-S9-A7R7-01 Primary Solid Tumor LGG LGGPrimary Solid Tumor +TCGA-S9-A7R8-01 Primary Solid Tumor LGG LGGPrimary Solid Tumor +TCGA-S9-A89V-01 Primary Solid Tumor LGG LGGPrimary Solid Tumor +TCGA-S9-A89Z-01 Primary Solid Tumor LGG LGGPrimary Solid Tumor +TCGA-SA-A6C2-01 Primary Solid Tumor PCPG PCPGPrimary Solid Tumor +TCGA-SB-A6J6-01 Primary Solid Tumor TGCT TGCTPrimary Solid Tumor +TCGA-SB-A76C-01 Primary Solid Tumor TGCT TGCTPrimary Solid Tumor +TCGA-SC-A6LM-01 Primary Solid Tumor MESO MESOPrimary Solid Tumor +TCGA-SC-A6LN-01 Primary Solid Tumor MESO MESOPrimary Solid Tumor +TCGA-SC-A6LP-01 Primary Solid Tumor MESO MESOPrimary Solid Tumor +TCGA-SC-A6LQ-01 Primary Solid Tumor MESO MESOPrimary Solid Tumor +TCGA-SC-A6LR-01 Primary Solid Tumor MESO MESOPrimary Solid Tumor +TCGA-SC-AA5Z-01 Primary Solid Tumor MESO MESOPrimary Solid Tumor +TCGA-SG-A6Z4-01 Primary Solid Tumor SARC SARCPrimary Solid Tumor +TCGA-SG-A6Z7-01 Primary Solid Tumor SARC SARCPrimary Solid Tumor +TCGA-SG-A849-01 Primary Solid Tumor SARC SARCPrimary Solid Tumor +TCGA-SH-A7BC-01 Primary Solid Tumor MESO MESOPrimary Solid Tumor +TCGA-SH-A7BD-01 Primary Solid Tumor MESO MESOPrimary Solid Tumor +TCGA-SH-A7BH-01 Primary Solid Tumor MESO MESOPrimary Solid Tumor +TCGA-SH-A9CT-01 Primary Solid Tumor MESO MESOPrimary Solid Tumor +TCGA-SH-A9CU-01 Primary Solid Tumor MESO MESOPrimary Solid Tumor +TCGA-SI-A71O-01 Primary Solid Tumor SARC SARCPrimary Solid Tumor +TCGA-SI-A71O-06 Metastatic SARC SARCMetastatic +TCGA-SI-A71P-01 Primary Solid Tumor SARC SARCPrimary Solid Tumor +TCGA-SI-A71Q-01 Primary Solid Tumor SARC SARCPrimary Solid Tumor +TCGA-SI-AA8B-01 Primary Solid Tumor SARC SARCPrimary Solid Tumor +TCGA-SI-AA8C-01 Primary Solid Tumor SARC SARCPrimary Solid Tumor +TCGA-SJ-A6ZI-01 Primary Solid Tumor UCEC UCECPrimary Solid Tumor +TCGA-SJ-A6ZJ-01 Primary Solid Tumor UCEC UCECPrimary Solid Tumor +TCGA-SL-A6J9-01 Primary Solid Tumor UCEC UCECPrimary Solid Tumor +TCGA-SL-A6JA-01 Primary Solid Tumor UCEC UCECPrimary Solid Tumor +TCGA-SN-A6IS-01 Primary Solid Tumor TGCT TGCTPrimary Solid Tumor +TCGA-SN-A84W-01 Primary Solid Tumor TGCT TGCTPrimary Solid Tumor +TCGA-SN-A84X-01 Primary Solid Tumor TGCT TGCTPrimary Solid Tumor +TCGA-SN-A84Y-01 Primary Solid Tumor TGCT TGCTPrimary Solid Tumor +TCGA-SO-A8JP-01 Primary Solid Tumor TGCT TGCTPrimary Solid Tumor 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+TCGA-SR-A6MT-01 Primary Solid Tumor PCPG PCPGPrimary Solid Tumor +TCGA-SR-A6MU-01 Primary Solid Tumor PCPG PCPGPrimary Solid Tumor +TCGA-SR-A6MV-01 Primary Solid Tumor PCPG PCPGPrimary Solid Tumor +TCGA-SR-A6MX-01 Primary Solid Tumor PCPG PCPGPrimary Solid Tumor +TCGA-SR-A6MX-05 Additional - New Primary PCPG PCPGAdditional - New Primary +TCGA-SR-A6MX-06 Metastatic PCPG PCPGMetastatic +TCGA-SR-A6MY-01 Primary Solid Tumor PCPG PCPGPrimary Solid Tumor +TCGA-SR-A6MZ-01 Primary Solid Tumor PCPG PCPGPrimary Solid Tumor +TCGA-SR-A6N0-01 Primary Solid Tumor PCPG PCPGPrimary Solid Tumor +TCGA-SS-A7HO-01 Primary Solid Tumor COAD COADPrimary Solid Tumor +TCGA-SU-A7E7-01 Primary Solid Tumor PRAD PRADPrimary Solid Tumor +TCGA-SW-A7EA-01 Primary Solid Tumor STAD STADPrimary Solid Tumor +TCGA-SW-A7EB-01 Primary Solid Tumor STAD STADPrimary Solid Tumor +TCGA-SX-A71R-01 Primary Solid Tumor KIRP KIRPPrimary Solid Tumor +TCGA-SX-A71S-01 Primary Solid Tumor KIRP KIRPPrimary Solid Tumor +TCGA-SX-A71U-01 Primary Solid Tumor KIRP KIRPPrimary Solid Tumor +TCGA-SX-A71V-01 Primary Solid Tumor KIRP KIRPPrimary Solid Tumor +TCGA-SX-A71W-01 Primary Solid Tumor KIRP KIRPPrimary Solid Tumor +TCGA-SX-A7SL-01 Primary Solid Tumor KIRP KIRPPrimary Solid Tumor +TCGA-SX-A7SM-01 Primary Solid Tumor KIRP KIRPPrimary Solid Tumor +TCGA-SX-A7SN-01 Primary Solid Tumor KIRP KIRPPrimary Solid Tumor +TCGA-SX-A7SO-01 Primary Solid Tumor KIRP KIRPPrimary Solid Tumor +TCGA-SX-A7SP-01 Primary Solid Tumor KIRP KIRPPrimary Solid Tumor +TCGA-SX-A7SQ-01 Primary Solid Tumor KIRP KIRPPrimary Solid Tumor +TCGA-SX-A7SR-01 Primary Solid Tumor KIRP KIRPPrimary Solid Tumor +TCGA-SX-A7SS-01 Primary Solid Tumor KIRP KIRPPrimary Solid Tumor +TCGA-SX-A7SU-01 Primary Solid Tumor KIRP KIRPPrimary Solid Tumor +TCGA-SY-A9G0-01 Primary Solid Tumor BLCA BLCAPrimary Solid Tumor +TCGA-SY-A9G5-01 Primary Solid Tumor BLCA BLCAPrimary Solid Tumor +TCGA-T1-A6J8-01 Primary Solid Tumor LIHC LIHCPrimary Solid Tumor +TCGA-T2-A6WX-01 Primary Solid Tumor HNSC HNSCPrimary Solid Tumor +TCGA-T2-A6WZ-01 Primary Solid Tumor HNSC HNSCPrimary Solid Tumor +TCGA-T2-A6X0-01 Primary Solid Tumor HNSC HNSCPrimary Solid Tumor +TCGA-T2-A6X2-01 Primary Solid Tumor HNSC HNSCPrimary Solid Tumor +TCGA-T3-A92M-01 Primary Solid Tumor HNSC HNSCPrimary Solid Tumor +TCGA-T3-A92N-01 Primary Solid Tumor HNSC HNSCPrimary Solid Tumor +TCGA-T7-A92I-01 Primary Solid Tumor KIRC KIRCPrimary Solid Tumor +TCGA-T9-A92H-01 Primary Solid Tumor COAD COADPrimary Solid Tumor +TCGA-TK-A8OK-01 Primary Solid Tumor PRAD PRADPrimary Solid Tumor +TCGA-TM-A7C3-01 Primary Solid Tumor LGG LGGPrimary Solid Tumor +TCGA-TM-A7C4-01 Primary Solid Tumor LGG LGGPrimary Solid Tumor +TCGA-TM-A7C5-01 Primary Solid Tumor LGG LGGPrimary Solid Tumor +TCGA-TM-A7CA-01 Primary Solid Tumor LGG LGGPrimary Solid Tumor +TCGA-TM-A7CF-01 Primary Solid Tumor LGG LGGPrimary Solid Tumor +TCGA-TM-A7CF-02 Recurrent Solid Tumor LGG LGGRecurrent Solid Tumor +TCGA-TM-A84B-01 Primary Solid Tumor LGG LGGPrimary Solid Tumor +TCGA-TM-A84C-01 Primary Solid Tumor LGG LGGPrimary Solid Tumor +TCGA-TM-A84F-01 Primary Solid Tumor LGG LGGPrimary Solid Tumor +TCGA-TM-A84G-01 Primary Solid Tumor LGG LGGPrimary Solid Tumor +TCGA-TM-A84H-01 Primary Solid Tumor LGG LGGPrimary Solid Tumor +TCGA-TM-A84I-01 Primary Solid Tumor LGG LGGPrimary Solid Tumor +TCGA-TM-A84J-01 Primary Solid Tumor LGG LGGPrimary Solid Tumor +TCGA-TM-A84L-01 Primary Solid Tumor LGG LGGPrimary Solid Tumor +TCGA-TM-A84M-01 Primary Solid Tumor LGG LGGPrimary Solid Tumor +TCGA-TM-A84O-01 Primary Solid Tumor LGG LGGPrimary Solid Tumor +TCGA-TM-A84Q-01 Primary Solid Tumor LGG LGGPrimary Solid Tumor +TCGA-TM-A84R-01 Primary Solid Tumor LGG LGGPrimary Solid Tumor +TCGA-TM-A84S-01 Primary Solid Tumor LGG LGGPrimary Solid Tumor +TCGA-TM-A84T-01 Primary Solid Tumor LGG LGGPrimary Solid Tumor +TCGA-TN-A7HI-01 Primary Solid Tumor HNSC HNSCPrimary Solid Tumor +TCGA-TN-A7HJ-01 Primary Solid Tumor HNSC HNSCPrimary Solid Tumor +TCGA-TN-A7HL-01 Primary Solid Tumor HNSC HNSCPrimary Solid Tumor +TCGA-TP-A8TT-01 Primary Solid Tumor PRAD PRADPrimary Solid Tumor +TCGA-TP-A8TV-01 Primary Solid Tumor PRAD PRADPrimary Solid Tumor +TCGA-TQ-A7RF-01 Primary Solid Tumor LGG LGGPrimary Solid Tumor +TCGA-TQ-A7RG-01 Primary Solid Tumor LGG LGGPrimary Solid Tumor +TCGA-TQ-A7RH-01 Primary Solid Tumor LGG LGGPrimary Solid Tumor +TCGA-TQ-A7RI-01 Primary Solid Tumor LGG LGGPrimary Solid Tumor +TCGA-TQ-A7RJ-01 Primary Solid Tumor LGG LGGPrimary Solid Tumor +TCGA-TQ-A7RK-01 Primary Solid Tumor LGG LGGPrimary Solid Tumor +TCGA-TQ-A7RK-02 Recurrent Solid Tumor LGG LGGRecurrent Solid Tumor +TCGA-TQ-A7RM-01 Primary Solid Tumor LGG LGGPrimary Solid Tumor +TCGA-TQ-A7RN-01 Primary Solid Tumor LGG LGGPrimary Solid Tumor +TCGA-TQ-A7RO-01 Primary Solid Tumor LGG LGGPrimary Solid Tumor +TCGA-TQ-A7RP-01 Primary Solid Tumor LGG LGGPrimary Solid Tumor +TCGA-TQ-A7RQ-01 Primary Solid Tumor LGG LGGPrimary Solid Tumor +TCGA-TQ-A7RR-01 Primary Solid Tumor LGG LGGPrimary Solid Tumor +TCGA-TQ-A7RS-01 Primary Solid Tumor LGG LGGPrimary Solid Tumor +TCGA-TQ-A7RU-01 Primary Solid Tumor LGG LGGPrimary Solid Tumor +TCGA-TQ-A7RV-01 Primary Solid Tumor LGG LGGPrimary Solid Tumor +TCGA-TQ-A7RV-02 Recurrent Solid Tumor LGG LGGRecurrent Solid Tumor +TCGA-TQ-A7RW-01 Primary Solid Tumor LGG LGGPrimary Solid Tumor +TCGA-TQ-A8XE-01 Primary Solid Tumor LGG LGGPrimary Solid Tumor +TCGA-TQ-A8XE-02 Recurrent Solid Tumor LGG LGGRecurrent Solid Tumor +TCGA-TS-A7OU-01 Primary Solid Tumor MESO MESOPrimary Solid Tumor +TCGA-TS-A7OY-01 Primary Solid Tumor MESO MESOPrimary Solid Tumor +TCGA-TS-A7OZ-01 Primary Solid Tumor MESO MESOPrimary Solid Tumor +TCGA-TS-A7P0-01 Primary Solid Tumor MESO MESOPrimary Solid Tumor +TCGA-TS-A7P1-01 Primary Solid Tumor MESO MESOPrimary Solid Tumor +TCGA-TS-A7P3-01 Primary Solid Tumor MESO MESOPrimary Solid Tumor +TCGA-TS-A7P6-01 Primary Solid Tumor MESO MESOPrimary Solid Tumor +TCGA-TS-A7P7-01 Primary Solid Tumor MESO MESOPrimary Solid Tumor +TCGA-TS-A7P8-01 Primary Solid Tumor MESO MESOPrimary Solid Tumor +TCGA-TS-A7PB-01 Primary Solid Tumor MESO MESOPrimary Solid Tumor +TCGA-TS-A8AF-01 Primary Solid Tumor MESO MESOPrimary Solid Tumor +TCGA-TS-A8AI-01 Primary Solid Tumor MESO MESOPrimary Solid Tumor +TCGA-TS-A8AS-01 Primary Solid Tumor MESO MESOPrimary Solid Tumor +TCGA-TS-A8AV-01 Primary Solid Tumor MESO MESOPrimary Solid Tumor +TCGA-TS-A8AY-01 Primary Solid Tumor MESO MESOPrimary Solid Tumor +TCGA-TT-A6YJ-01 Primary Solid Tumor PCPG PCPGPrimary Solid Tumor +TCGA-TT-A6YK-01 Primary Solid Tumor PCPG PCPGPrimary Solid Tumor +TCGA-TT-A6YN-01 Primary Solid Tumor PCPG PCPGPrimary Solid Tumor +TCGA-TT-A6YO-01 Primary Solid Tumor PCPG PCPGPrimary Solid Tumor +TCGA-TT-A6YP-01 Primary Solid Tumor PCPG PCPGPrimary Solid Tumor +TCGA-UB-A7MA-01 Primary Solid Tumor LIHC LIHCPrimary Solid Tumor +TCGA-UB-A7MB-01 Primary Solid Tumor LIHC LIHCPrimary Solid Tumor +TCGA-UB-A7MC-01 Primary Solid Tumor LIHC LIHCPrimary Solid Tumor +TCGA-UB-A7MD-01 Primary Solid Tumor LIHC LIHCPrimary Solid Tumor +TCGA-UB-A7ME-01 Primary Solid Tumor LIHC LIHCPrimary Solid Tumor +TCGA-UB-A7MF-01 Primary Solid Tumor LIHC LIHCPrimary Solid Tumor +TCGA-UB-AA0U-01 Primary Solid Tumor LIHC LIHCPrimary Solid Tumor +TCGA-UB-AA0V-01 Primary Solid Tumor LIHC LIHCPrimary Solid Tumor +TCGA-UC-A7PD-01 Primary Solid Tumor CESC CESCPrimary Solid Tumor +TCGA-UC-A7PF-01 Primary Solid Tumor CESC CESCPrimary Solid Tumor +TCGA-UC-A7PG-01 Primary Solid Tumor CESC CESCPrimary Solid Tumor +TCGA-UC-A7PG-06 Metastatic CESC CESCMetastatic +TCGA-UC-A7PI-01 Primary Solid Tumor CESC CESCPrimary Solid Tumor +TCGA-UD-AABY-01 Primary Solid Tumor MESO MESOPrimary Solid Tumor +TCGA-UD-AABZ-01 Primary Solid Tumor MESO MESOPrimary Solid Tumor +TCGA-UD-AAC1-01 Primary Solid Tumor MESO MESOPrimary Solid Tumor +TCGA-UD-AAC4-01 Primary Solid Tumor MESO MESOPrimary Solid Tumor +TCGA-UD-AAC5-01 Primary Solid Tumor MESO MESOPrimary Solid Tumor 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Solid Tumor HNSC HNSCPrimary Solid Tumor +TCGA-UF-A7JH-01 Primary Solid Tumor HNSC HNSCPrimary Solid Tumor +TCGA-UF-A7JJ-01 Primary Solid Tumor HNSC HNSCPrimary Solid Tumor +TCGA-UF-A7JK-01 Primary Solid Tumor HNSC HNSCPrimary Solid Tumor +TCGA-UF-A7JO-01 Primary Solid Tumor HNSC HNSCPrimary Solid Tumor +TCGA-UF-A7JS-01 Primary Solid Tumor HNSC HNSCPrimary Solid Tumor +TCGA-UF-A7JT-01 Primary Solid Tumor HNSC HNSCPrimary Solid Tumor +TCGA-UF-A7JV-01 Primary Solid Tumor HNSC HNSCPrimary Solid Tumor +TCGA-UL-AAZ6-01 Primary Solid Tumor BRCA BRCAPrimary Solid Tumor +TCGA-UN-AAZ9-01 Primary Solid Tumor KIRP KIRPPrimary Solid Tumor +TCGA-UP-A6WW-01 Primary Solid Tumor HNSC HNSCPrimary Solid Tumor +TCGA-US-A774-01 Primary Solid Tumor PAAD PAADPrimary Solid Tumor +TCGA-US-A776-01 Primary Solid Tumor PAAD PAADPrimary Solid Tumor +TCGA-US-A779-01 Primary Solid Tumor PAAD PAADPrimary Solid Tumor +TCGA-US-A77E-01 Primary Solid Tumor PAAD PAADPrimary Solid Tumor +TCGA-US-A77G-01 Primary Solid Tumor PAAD PAADPrimary Solid Tumor +TCGA-US-A77J-01 Primary Solid Tumor PAAD PAADPrimary Solid Tumor +TCGA-UT-A88C-01 Primary Solid Tumor MESO MESOPrimary Solid Tumor +TCGA-UT-A88D-01 Primary Solid Tumor MESO MESOPrimary Solid Tumor +TCGA-UT-A88E-01 Primary Solid Tumor MESO MESOPrimary Solid Tumor +TCGA-UT-A88G-01 Primary Solid Tumor MESO MESOPrimary Solid Tumor +TCGA-UT-A97Y-01 Primary Solid Tumor MESO MESOPrimary Solid Tumor +TCGA-UU-A93S-01 Primary Solid Tumor BRCA BRCAPrimary Solid Tumor +TCGA-UY-A78K-01 Primary Solid Tumor BLCA BLCAPrimary Solid Tumor +TCGA-UY-A78L-01 Primary Solid Tumor BLCA BLCAPrimary Solid Tumor +TCGA-UY-A78M-01 Primary Solid Tumor BLCA BLCAPrimary Solid Tumor +TCGA-UY-A78N-01 Primary Solid Tumor BLCA BLCAPrimary Solid Tumor +TCGA-UY-A78O-01 Primary Solid Tumor BLCA BLCAPrimary Solid Tumor +TCGA-UY-A78P-01 Primary Solid Tumor BLCA BLCAPrimary Solid Tumor +TCGA-UY-A8OB-01 Primary Solid Tumor BLCA BLCAPrimary Solid Tumor +TCGA-UY-A8OC-01 Primary Solid Tumor BLCA BLCAPrimary Solid Tumor +TCGA-UY-A8OD-01 Primary Solid Tumor BLCA BLCAPrimary Solid Tumor +TCGA-UY-A9PA-01 Primary Solid Tumor BLCA BLCAPrimary Solid Tumor +TCGA-UY-A9PB-01 Primary Solid Tumor BLCA BLCAPrimary Solid Tumor +TCGA-UY-A9PD-01 Primary Solid Tumor BLCA BLCAPrimary Solid Tumor +TCGA-UY-A9PE-01 Primary Solid Tumor BLCA BLCAPrimary Solid Tumor +TCGA-UY-A9PF-01 Primary Solid Tumor BLCA BLCAPrimary Solid Tumor +TCGA-UY-A9PH-01 Primary Solid Tumor BLCA BLCAPrimary Solid Tumor +TCGA-UZ-A9PJ-01 Primary Solid Tumor KIRP KIRPPrimary Solid Tumor +TCGA-UZ-A9PK-01 Primary Solid Tumor KIRP KIRPPrimary Solid Tumor +TCGA-UZ-A9PL-01 Primary Solid Tumor KIRP KIRPPrimary Solid Tumor +TCGA-UZ-A9PM-01 Primary Solid Tumor KIRP KIRPPrimary Solid Tumor +TCGA-UZ-A9PN-01 Primary Solid Tumor KIRP KIRPPrimary Solid Tumor +TCGA-UZ-A9PO-01 Primary Solid Tumor KIRP KIRPPrimary Solid Tumor +TCGA-UZ-A9PP-01 Primary Solid Tumor KIRP KIRPPrimary Solid Tumor +TCGA-UZ-A9PQ-01 Primary Solid Tumor KIRP KIRPPrimary Solid Tumor +TCGA-UZ-A9PR-01 Primary Solid Tumor KIRP KIRPPrimary Solid Tumor +TCGA-UZ-A9PS-01 Primary Solid Tumor KIRP KIRPPrimary Solid Tumor +TCGA-UZ-A9PS-05 Additional - New Primary KIRP KIRPAdditional - New Primary +TCGA-UZ-A9PU-01 Primary Solid Tumor KIRP KIRPPrimary Solid Tumor +TCGA-UZ-A9PV-01 Primary Solid Tumor KIRP KIRPPrimary Solid Tumor +TCGA-UZ-A9PX-01 Primary Solid Tumor KIRP KIRPPrimary Solid Tumor +TCGA-UZ-A9PZ-01 Primary Solid Tumor KIRP KIRPPrimary Solid Tumor +TCGA-UZ-A9Q0-01 Primary Solid Tumor KIRP KIRPPrimary Solid Tumor +TCGA-UZ-A9Q1-01 Primary Solid Tumor KIRP KIRPPrimary Solid Tumor +TCGA-V1-A8MF-01 Primary Solid Tumor PRAD PRADPrimary Solid Tumor +TCGA-V1-A8MG-01 Primary Solid Tumor PRAD PRADPrimary Solid Tumor +TCGA-V1-A8MJ-01 Primary Solid Tumor PRAD PRADPrimary Solid Tumor +TCGA-V1-A8MK-01 Primary Solid Tumor PRAD PRADPrimary Solid Tumor +TCGA-V1-A8ML-01 Primary Solid Tumor PRAD PRADPrimary Solid Tumor +TCGA-V1-A8MM-01 Primary Solid Tumor PRAD PRADPrimary Solid Tumor +TCGA-V1-A8MU-01 Primary Solid Tumor PRAD PRADPrimary Solid Tumor +TCGA-V1-A8WL-01 Primary Solid Tumor PRAD PRADPrimary Solid Tumor +TCGA-V1-A8WN-01 Primary Solid Tumor PRAD PRADPrimary Solid Tumor +TCGA-V1-A8WS-01 Primary Solid Tumor PRAD PRADPrimary Solid Tumor +TCGA-V1-A8WV-01 Primary Solid Tumor PRAD PRADPrimary Solid Tumor +TCGA-V1-A8WW-01 Primary Solid Tumor PRAD PRADPrimary Solid Tumor +TCGA-V1-A8X3-01 Primary Solid Tumor PRAD PRADPrimary Solid Tumor +TCGA-V1-A9O5-01 Primary Solid Tumor PRAD PRADPrimary Solid Tumor +TCGA-V1-A9O5-06 Metastatic PRAD PRADMetastatic +TCGA-V1-A9O7-01 Primary Solid Tumor PRAD PRADPrimary Solid Tumor +TCGA-V1-A9O9-01 Primary Solid Tumor PRAD PRADPrimary Solid Tumor +TCGA-V1-A9OA-01 Primary Solid Tumor PRAD PRADPrimary Solid Tumor +TCGA-V1-A9OF-01 Primary Solid Tumor PRAD PRADPrimary Solid Tumor +TCGA-V1-A9OH-01 Primary Solid Tumor PRAD PRADPrimary Solid Tumor +TCGA-V1-A9OL-01 Primary Solid Tumor PRAD PRADPrimary Solid Tumor +TCGA-V1-A9OQ-01 Primary Solid Tumor PRAD PRADPrimary Solid Tumor +TCGA-V1-A9OT-01 Primary Solid Tumor PRAD PRADPrimary Solid Tumor +TCGA-V1-A9OX-01 Primary Solid Tumor PRAD PRADPrimary Solid Tumor +TCGA-V1-A9OY-01 Primary Solid Tumor PRAD PRADPrimary Solid Tumor +TCGA-V1-A9Z7-01 Primary Solid Tumor PRAD PRADPrimary Solid Tumor +TCGA-V1-A9Z8-01 Primary Solid Tumor PRAD PRADPrimary Solid Tumor +TCGA-V1-A9Z9-01 Primary Solid Tumor PRAD PRADPrimary Solid Tumor +TCGA-V1-A9ZG-01 Primary Solid Tumor PRAD PRADPrimary Solid Tumor +TCGA-V1-A9ZI-01 Primary Solid Tumor PRAD PRADPrimary Solid Tumor +TCGA-V1-A9ZK-01 Primary Solid Tumor PRAD PRADPrimary Solid Tumor +TCGA-V1-A9ZR-01 Primary Solid Tumor PRAD PRADPrimary Solid Tumor +TCGA-V3-A9ZX-01 Primary Solid Tumor UVM UVMPrimary Solid Tumor +TCGA-V3-A9ZY-01 Primary Solid Tumor UVM UVMPrimary Solid Tumor +TCGA-V4-A9E5-01 Primary Solid Tumor UVM UVMPrimary Solid Tumor +TCGA-V4-A9E7-01 Primary Solid Tumor UVM UVMPrimary Solid Tumor +TCGA-V4-A9E8-01 Primary Solid Tumor UVM UVMPrimary Solid Tumor +TCGA-V4-A9E9-01 Primary Solid Tumor UVM UVMPrimary Solid Tumor +TCGA-V4-A9EA-01 Primary Solid Tumor UVM UVMPrimary Solid Tumor +TCGA-V4-A9EC-01 Primary Solid Tumor UVM UVMPrimary Solid Tumor +TCGA-V4-A9ED-01 Primary Solid Tumor UVM UVMPrimary Solid Tumor +TCGA-V4-A9EE-01 Primary Solid Tumor UVM UVMPrimary Solid Tumor +TCGA-V4-A9EF-01 Primary Solid Tumor UVM UVMPrimary Solid Tumor +TCGA-V4-A9EH-01 Primary Solid Tumor UVM UVMPrimary Solid Tumor +TCGA-V4-A9EI-01 Primary Solid Tumor UVM UVMPrimary Solid Tumor +TCGA-V4-A9EJ-01 Primary Solid Tumor UVM UVMPrimary Solid Tumor +TCGA-V4-A9EK-01 Primary Solid Tumor UVM UVMPrimary Solid Tumor +TCGA-V4-A9EL-01 Primary Solid Tumor UVM UVMPrimary Solid Tumor +TCGA-V4-A9EM-01 Primary Solid Tumor UVM UVMPrimary Solid Tumor +TCGA-V4-A9EO-01 Primary Solid Tumor UVM UVMPrimary Solid Tumor +TCGA-V4-A9EQ-01 Primary Solid Tumor UVM UVMPrimary Solid Tumor +TCGA-V4-A9ES-01 Primary Solid Tumor UVM UVMPrimary Solid Tumor +TCGA-V4-A9ET-01 Primary Solid Tumor UVM UVMPrimary Solid Tumor +TCGA-V4-A9EU-01 Primary Solid Tumor UVM UVMPrimary Solid Tumor +TCGA-V4-A9EV-01 Primary Solid Tumor UVM UVMPrimary Solid Tumor +TCGA-V4-A9EW-01 Primary Solid Tumor UVM UVMPrimary Solid Tumor +TCGA-V4-A9EX-01 Primary Solid Tumor UVM UVMPrimary Solid Tumor +TCGA-V4-A9EY-01 Primary Solid Tumor UVM UVMPrimary Solid Tumor +TCGA-V4-A9EZ-01 Primary Solid Tumor UVM UVMPrimary Solid Tumor +TCGA-V4-A9F0-01 Primary Solid Tumor UVM UVMPrimary Solid Tumor +TCGA-V4-A9F1-01 Primary Solid Tumor UVM UVMPrimary Solid Tumor +TCGA-V4-A9F2-01 Primary Solid Tumor UVM UVMPrimary Solid Tumor +TCGA-V4-A9F3-01 Primary Solid Tumor UVM UVMPrimary Solid Tumor +TCGA-V4-A9F4-01 Primary Solid Tumor UVM UVMPrimary Solid Tumor +TCGA-V4-A9F5-01 Primary Solid Tumor UVM UVMPrimary Solid Tumor +TCGA-V4-A9F7-01 Primary Solid Tumor UVM UVMPrimary Solid Tumor +TCGA-V4-A9F8-01 Primary Solid Tumor UVM UVMPrimary Solid Tumor +TCGA-V5-A7RB-01 Primary Solid Tumor ESCA ESCAPrimary Solid Tumor +TCGA-V5-A7RC-01 Primary Solid Tumor ESCA ESCAPrimary Solid Tumor +TCGA-V5-A7RC-06 Metastatic ESCA ESCAMetastatic +TCGA-V5-A7RE-01 Primary Solid Tumor ESCA ESCAPrimary Solid Tumor +TCGA-V5-AASV-01 Primary Solid Tumor ESCA ESCAPrimary Solid Tumor +TCGA-V5-AASW-01 Primary Solid Tumor ESCA ESCAPrimary Solid Tumor +TCGA-V5-AASX-01 Primary Solid Tumor ESCA ESCAPrimary Solid Tumor +TCGA-V7-A7HQ-01 Primary Solid Tumor BRCA BRCAPrimary Solid Tumor +TCGA-V9-A7HT-01 Primary Solid Tumor KIRP KIRPPrimary Solid Tumor +TCGA-VB-A8QN-01 Primary Solid Tumor DLBC DLBCPrimary Solid Tumor +TCGA-VD-A8K7-01 Primary Solid Tumor UVM UVMPrimary Solid Tumor +TCGA-VD-A8K8-01 Primary Solid Tumor UVM UVMPrimary Solid Tumor +TCGA-VD-A8K9-01 Primary Solid Tumor UVM UVMPrimary Solid Tumor +TCGA-VD-A8KA-01 Primary Solid Tumor UVM UVMPrimary Solid Tumor +TCGA-VD-A8KB-01 Primary Solid Tumor UVM UVMPrimary Solid Tumor +TCGA-VD-A8KD-01 Primary Solid Tumor UVM UVMPrimary Solid Tumor +TCGA-VD-A8KE-01 Primary Solid Tumor UVM UVMPrimary Solid Tumor +TCGA-VD-A8KF-01 Primary Solid Tumor UVM UVMPrimary Solid Tumor +TCGA-VD-A8KG-01 Primary Solid Tumor UVM UVMPrimary Solid Tumor +TCGA-VD-A8KH-01 Primary Solid Tumor UVM UVMPrimary Solid Tumor +TCGA-VD-A8KI-01 Primary Solid Tumor UVM UVMPrimary Solid Tumor +TCGA-VD-A8KJ-01 Primary Solid Tumor UVM UVMPrimary Solid Tumor +TCGA-VD-A8KK-01 Primary Solid Tumor UVM UVMPrimary Solid Tumor +TCGA-VD-A8KL-01 Primary Solid Tumor UVM UVMPrimary Solid Tumor +TCGA-VD-A8KM-01 Primary Solid Tumor UVM UVMPrimary Solid Tumor +TCGA-VD-A8KN-01 Primary Solid Tumor UVM UVMPrimary Solid Tumor +TCGA-VD-A8KO-01 Primary Solid Tumor UVM UVMPrimary Solid Tumor +TCGA-VD-AA8M-01 Primary Solid Tumor UVM UVMPrimary Solid Tumor +TCGA-VD-AA8N-01 Primary Solid Tumor UVM UVMPrimary Solid Tumor +TCGA-VD-AA8O-01 Primary Solid Tumor UVM UVMPrimary Solid Tumor +TCGA-VD-AA8P-01 Primary Solid Tumor UVM UVMPrimary Solid Tumor +TCGA-VD-AA8Q-01 Primary Solid Tumor UVM UVMPrimary Solid Tumor +TCGA-VD-AA8R-01 Primary Solid Tumor UVM UVMPrimary Solid Tumor +TCGA-VD-AA8S-01 Primary Solid Tumor UVM UVMPrimary Solid Tumor +TCGA-VD-AA8T-01 Primary Solid Tumor UVM UVMPrimary Solid Tumor +TCGA-VF-A8A8-01 Primary Solid Tumor TGCT TGCTPrimary Solid Tumor +TCGA-VF-A8A9-01 Primary Solid Tumor TGCT TGCTPrimary Solid Tumor +TCGA-VF-A8AA-01 Primary Solid Tumor TGCT TGCTPrimary Solid Tumor +TCGA-VF-A8AB-01 Primary Solid Tumor TGCT TGCTPrimary Solid Tumor +TCGA-VF-A8AC-01 Primary Solid Tumor TGCT TGCTPrimary Solid Tumor +TCGA-VF-A8AD-01 Primary Solid Tumor TGCT TGCTPrimary Solid Tumor +TCGA-VF-A8AE-01 Primary Solid Tumor TGCT TGCTPrimary Solid Tumor +TCGA-VG-A8LO-01 Primary Solid Tumor OV OVPrimary Solid Tumor +TCGA-VM-A8C8-01 Primary Solid Tumor LGG LGGPrimary Solid Tumor +TCGA-VM-A8C9-01 Primary Solid Tumor LGG LGGPrimary Solid Tumor +TCGA-VM-A8CA-01 Primary Solid Tumor LGG LGGPrimary Solid Tumor +TCGA-VM-A8CB-01 Primary Solid Tumor LGG LGGPrimary Solid Tumor +TCGA-VM-A8CD-01 Primary Solid Tumor LGG LGGPrimary Solid Tumor +TCGA-VM-A8CE-01 Primary Solid Tumor LGG LGGPrimary Solid Tumor +TCGA-VM-A8CF-01 Primary Solid Tumor LGG LGGPrimary Solid Tumor +TCGA-VM-A8CH-01 Primary Solid Tumor LGG LGGPrimary Solid Tumor +TCGA-VN-A88I-01 Primary Solid Tumor PRAD PRADPrimary Solid Tumor +TCGA-VN-A88K-01 Primary Solid Tumor PRAD PRADPrimary Solid Tumor +TCGA-VN-A88L-01 Primary Solid Tumor PRAD PRADPrimary Solid Tumor +TCGA-VN-A88M-01 Primary Solid Tumor PRAD PRADPrimary Solid Tumor +TCGA-VN-A88N-01 Primary Solid Tumor PRAD PRADPrimary Solid Tumor +TCGA-VN-A88O-01 Primary Solid Tumor PRAD PRADPrimary Solid Tumor +TCGA-VN-A88P-01 Primary Solid Tumor PRAD PRADPrimary Solid Tumor +TCGA-VN-A88Q-01 Primary Solid Tumor PRAD PRADPrimary Solid Tumor +TCGA-VN-A88R-01 Primary Solid Tumor PRAD PRADPrimary Solid Tumor +TCGA-VN-A943-01 Primary Solid Tumor PRAD PRADPrimary Solid Tumor +TCGA-VP-A872-01 Primary Solid Tumor PRAD PRADPrimary Solid Tumor +TCGA-VP-A875-01 Primary Solid Tumor PRAD PRADPrimary Solid Tumor +TCGA-VP-A876-01 Primary Solid Tumor PRAD PRADPrimary Solid Tumor +TCGA-VP-A878-01 Primary Solid Tumor PRAD PRADPrimary Solid Tumor +TCGA-VP-A879-01 Primary Solid Tumor PRAD PRADPrimary Solid Tumor +TCGA-VP-A87B-01 Primary Solid Tumor PRAD PRADPrimary Solid Tumor +TCGA-VP-A87C-01 Primary Solid Tumor PRAD PRADPrimary Solid Tumor +TCGA-VP-A87D-01 Primary Solid Tumor PRAD PRADPrimary Solid Tumor +TCGA-VP-A87E-01 Primary Solid Tumor PRAD PRADPrimary Solid Tumor +TCGA-VP-A87H-01 Primary Solid Tumor PRAD PRADPrimary Solid Tumor +TCGA-VP-A87J-01 Primary Solid Tumor PRAD PRADPrimary Solid Tumor +TCGA-VP-A87K-01 Primary Solid Tumor PRAD PRADPrimary Solid Tumor +TCGA-VP-AA1N-01 Primary Solid Tumor PRAD PRADPrimary Solid Tumor +TCGA-VQ-A8DT-01 Primary Solid Tumor STAD STADPrimary Solid Tumor +TCGA-VQ-A8DU-01 Primary Solid Tumor STAD STADPrimary Solid Tumor +TCGA-VQ-A8DV-01 Primary Solid Tumor STAD STADPrimary Solid Tumor +TCGA-VQ-A8DZ-01 Primary Solid Tumor STAD STADPrimary Solid Tumor +TCGA-VQ-A8E0-01 Primary Solid Tumor STAD STADPrimary Solid Tumor +TCGA-VQ-A8E2-01 Primary Solid Tumor STAD STADPrimary Solid Tumor +TCGA-VQ-A8E3-01 Primary Solid Tumor STAD STADPrimary Solid Tumor +TCGA-VQ-A8E7-01 Primary Solid Tumor STAD STADPrimary Solid Tumor +TCGA-VQ-A8P2-01 Primary Solid Tumor STAD STADPrimary Solid Tumor +TCGA-VQ-A8P3-01 Primary Solid Tumor STAD STADPrimary Solid Tumor +TCGA-VQ-A8P5-01 Primary Solid Tumor STAD STADPrimary Solid Tumor +TCGA-VQ-A8P8-01 Primary Solid Tumor STAD STADPrimary Solid Tumor +TCGA-VQ-A8PB-01 Primary Solid Tumor STAD STADPrimary Solid Tumor +TCGA-VQ-A8PC-01 Primary Solid Tumor STAD STADPrimary Solid Tumor +TCGA-VQ-A8PD-01 Primary Solid Tumor STAD STADPrimary Solid Tumor +TCGA-VQ-A8PE-01 Primary Solid Tumor STAD STADPrimary Solid Tumor +TCGA-VQ-A8PF-01 Primary Solid Tumor STAD STADPrimary Solid Tumor +TCGA-VQ-A8PH-01 Primary Solid Tumor STAD STADPrimary Solid Tumor +TCGA-VQ-A8PJ-01 Primary Solid Tumor STAD STADPrimary Solid Tumor +TCGA-VQ-A8PK-01 Primary Solid Tumor STAD STADPrimary Solid Tumor +TCGA-VQ-A8PM-01 Primary Solid Tumor STAD STADPrimary Solid Tumor +TCGA-VQ-A8PO-01 Primary Solid Tumor STAD STADPrimary Solid Tumor +TCGA-VQ-A8PP-01 Primary Solid Tumor STAD STADPrimary Solid Tumor +TCGA-VQ-A8PQ-01 Primary Solid Tumor STAD STADPrimary Solid Tumor +TCGA-VQ-A8PU-01 Primary Solid Tumor STAD STADPrimary Solid Tumor +TCGA-VQ-A8PX-01 Primary Solid Tumor STAD STADPrimary Solid Tumor +TCGA-VQ-A91A-01 Primary Solid Tumor STAD STADPrimary Solid Tumor +TCGA-VQ-A91D-01 Primary Solid Tumor STAD STADPrimary Solid Tumor +TCGA-VQ-A91E-01 Primary Solid Tumor STAD STADPrimary Solid Tumor +TCGA-VQ-A91K-01 Primary Solid Tumor STAD STADPrimary Solid Tumor +TCGA-VQ-A91N-01 Primary Solid Tumor STAD STADPrimary Solid Tumor +TCGA-VQ-A91Q-01 Primary Solid Tumor STAD STADPrimary Solid Tumor +TCGA-VQ-A91S-01 Primary Solid Tumor STAD STADPrimary Solid Tumor +TCGA-VQ-A91U-01 Primary Solid Tumor STAD STADPrimary Solid Tumor +TCGA-VQ-A91V-01 Primary Solid Tumor STAD STADPrimary Solid Tumor +TCGA-VQ-A91W-01 Primary Solid Tumor STAD STADPrimary Solid Tumor +TCGA-VQ-A91X-01 Primary Solid Tumor STAD STADPrimary Solid Tumor +TCGA-VQ-A91Y-01 Primary Solid Tumor STAD STADPrimary Solid Tumor +TCGA-VQ-A91Z-01 Primary Solid Tumor STAD STADPrimary Solid Tumor +TCGA-VQ-A922-01 Primary Solid Tumor STAD STADPrimary Solid Tumor +TCGA-VQ-A923-01 Primary Solid Tumor STAD STADPrimary Solid Tumor +TCGA-VQ-A924-01 Primary Solid Tumor STAD STADPrimary Solid Tumor +TCGA-VQ-A925-01 Primary Solid Tumor STAD STADPrimary Solid Tumor +TCGA-VQ-A927-01 Primary Solid Tumor STAD STADPrimary Solid Tumor +TCGA-VQ-A928-01 Primary Solid Tumor STAD STADPrimary Solid Tumor +TCGA-VQ-A92D-01 Primary Solid Tumor STAD STADPrimary Solid Tumor +TCGA-VQ-A94O-01 Primary Solid Tumor STAD STADPrimary Solid Tumor +TCGA-VQ-A94P-01 Primary Solid Tumor STAD STADPrimary Solid Tumor +TCGA-VQ-A94R-01 Primary Solid Tumor STAD STADPrimary Solid Tumor +TCGA-VQ-A94T-01 Primary Solid Tumor STAD STADPrimary Solid Tumor +TCGA-VQ-A94U-01 Primary Solid Tumor STAD STADPrimary Solid Tumor +TCGA-VQ-AA64-01 Primary Solid Tumor STAD STADPrimary Solid Tumor +TCGA-VQ-AA68-01 Primary Solid Tumor STAD STADPrimary Solid Tumor +TCGA-VQ-AA69-01 Primary Solid Tumor STAD STADPrimary Solid Tumor +TCGA-VQ-AA6A-01 Primary Solid Tumor STAD STADPrimary Solid Tumor +TCGA-VQ-AA6B-01 Primary Solid Tumor STAD STADPrimary Solid Tumor +TCGA-VQ-AA6D-01 Primary Solid Tumor STAD STADPrimary Solid Tumor +TCGA-VQ-AA6F-01 Primary Solid Tumor STAD STADPrimary Solid Tumor +TCGA-VQ-AA6G-01 Primary Solid Tumor STAD STADPrimary Solid Tumor +TCGA-VQ-AA6I-01 Primary Solid Tumor STAD STADPrimary Solid Tumor +TCGA-VQ-AA6J-01 Primary Solid Tumor STAD STADPrimary Solid Tumor +TCGA-VQ-AA6K-01 Primary Solid Tumor STAD STADPrimary Solid Tumor +TCGA-VR-A8EO-01 Primary Solid Tumor ESCA ESCAPrimary Solid Tumor +TCGA-VR-A8EP-01 Primary Solid Tumor ESCA ESCAPrimary Solid Tumor +TCGA-VR-A8EQ-01 Primary Solid Tumor ESCA ESCAPrimary Solid Tumor +TCGA-VR-A8ER-01 Primary Solid Tumor ESCA ESCAPrimary Solid Tumor +TCGA-VR-A8ET-01 Primary Solid Tumor ESCA ESCAPrimary Solid Tumor +TCGA-VR-A8EU-01 Primary Solid Tumor ESCA ESCAPrimary Solid Tumor +TCGA-VR-A8EW-01 Primary Solid Tumor ESCA ESCAPrimary Solid Tumor +TCGA-VR-A8EX-01 Primary Solid Tumor ESCA ESCAPrimary Solid Tumor +TCGA-VR-A8EY-01 Primary Solid Tumor ESCA ESCAPrimary Solid Tumor +TCGA-VR-A8EZ-01 Primary Solid Tumor ESCA ESCAPrimary Solid Tumor +TCGA-VR-A8Q7-01 Primary Solid Tumor ESCA ESCAPrimary Solid Tumor +TCGA-VR-AA4D-01 Primary Solid Tumor ESCA ESCAPrimary Solid Tumor +TCGA-VR-AA4G-01 Primary Solid Tumor ESCA ESCAPrimary Solid Tumor +TCGA-VR-AA7B-01 Primary Solid Tumor ESCA ESCAPrimary Solid Tumor +TCGA-VR-AA7D-01 Primary Solid Tumor ESCA ESCAPrimary Solid Tumor +TCGA-VR-AA7I-01 Primary Solid Tumor ESCA ESCAPrimary Solid Tumor +TCGA-VS-A8EB-01 Primary Solid Tumor CESC CESCPrimary Solid Tumor +TCGA-VS-A8EC-01 Primary Solid Tumor CESC CESCPrimary Solid Tumor +TCGA-VS-A8EG-01 Primary Solid Tumor CESC CESCPrimary Solid Tumor +TCGA-VS-A8EH-01 Primary Solid Tumor CESC CESCPrimary Solid Tumor +TCGA-VS-A8EI-01 Primary Solid Tumor CESC CESCPrimary Solid Tumor +TCGA-VS-A8EJ-01 Primary Solid Tumor CESC CESCPrimary Solid Tumor +TCGA-VS-A8EK-01 Primary Solid Tumor CESC CESCPrimary Solid Tumor +TCGA-VS-A8EL-01 Primary Solid Tumor CESC CESCPrimary Solid Tumor +TCGA-VS-A8Q8-01 Primary Solid Tumor CESC CESCPrimary Solid Tumor +TCGA-VS-A8Q9-01 Primary Solid Tumor CESC CESCPrimary Solid Tumor +TCGA-VS-A8QA-01 Primary Solid Tumor CESC CESCPrimary Solid Tumor +TCGA-VS-A8QC-01 Primary Solid Tumor CESC CESCPrimary Solid Tumor +TCGA-VS-A8QF-01 Primary Solid Tumor CESC CESCPrimary Solid Tumor +TCGA-VS-A8QH-01 Primary Solid Tumor CESC CESCPrimary Solid Tumor +TCGA-VS-A8QM-01 Primary Solid Tumor CESC CESCPrimary Solid Tumor +TCGA-VS-A94W-01 Primary Solid Tumor CESC CESCPrimary Solid Tumor +TCGA-VS-A94X-01 Primary Solid Tumor CESC CESCPrimary Solid Tumor +TCGA-VS-A94Y-01 Primary Solid Tumor CESC CESCPrimary Solid Tumor +TCGA-VS-A94Z-01 Primary Solid Tumor CESC CESCPrimary Solid Tumor +TCGA-VS-A950-01 Primary Solid Tumor CESC CESCPrimary Solid Tumor +TCGA-VS-A952-01 Primary Solid Tumor CESC CESCPrimary Solid Tumor +TCGA-VS-A953-01 Primary Solid Tumor CESC CESCPrimary Solid Tumor +TCGA-VS-A954-01 Primary Solid Tumor CESC CESCPrimary Solid Tumor +TCGA-VS-A957-01 Primary Solid Tumor CESC CESCPrimary Solid Tumor +TCGA-VS-A958-01 Primary Solid Tumor CESC CESCPrimary Solid Tumor +TCGA-VS-A959-01 Primary Solid Tumor CESC CESCPrimary Solid Tumor +TCGA-VS-A9U5-01 Primary Solid Tumor CESC CESCPrimary Solid Tumor +TCGA-VS-A9U6-01 Primary Solid Tumor CESC CESCPrimary Solid Tumor +TCGA-VS-A9U7-01 Primary Solid Tumor CESC CESCPrimary Solid Tumor +TCGA-VS-A9UB-01 Primary Solid Tumor CESC CESCPrimary Solid Tumor +TCGA-VS-A9UC-01 Primary Solid Tumor CESC CESCPrimary Solid Tumor +TCGA-VS-A9UD-01 Primary Solid Tumor CESC CESCPrimary Solid Tumor +TCGA-VS-A9UH-01 Primary Solid Tumor CESC CESCPrimary Solid Tumor +TCGA-VS-A9UI-01 Primary Solid Tumor CESC CESCPrimary Solid Tumor +TCGA-VS-A9UJ-01 Primary Solid Tumor CESC CESCPrimary Solid Tumor +TCGA-VS-A9UL-01 Primary Solid Tumor CESC CESCPrimary Solid Tumor +TCGA-VS-A9UM-01 Primary Solid Tumor CESC CESCPrimary Solid Tumor +TCGA-VS-A9UO-01 Primary Solid Tumor CESC CESCPrimary Solid Tumor +TCGA-VS-A9UP-01 Primary Solid Tumor CESC CESCPrimary Solid Tumor +TCGA-VS-A9UQ-01 Primary Solid Tumor CESC CESCPrimary Solid Tumor +TCGA-VS-A9UR-01 Primary Solid Tumor CESC CESCPrimary Solid Tumor +TCGA-VS-A9UT-01 Primary Solid Tumor CESC CESCPrimary Solid Tumor +TCGA-VS-A9UU-01 Primary Solid Tumor CESC CESCPrimary Solid Tumor +TCGA-VS-A9UV-01 Primary Solid Tumor CESC CESCPrimary Solid Tumor +TCGA-VS-A9UY-01 Primary Solid Tumor CESC CESCPrimary Solid Tumor +TCGA-VS-A9UZ-01 Primary Solid Tumor CESC CESCPrimary Solid Tumor +TCGA-VS-A9V0-01 Primary Solid Tumor CESC CESCPrimary Solid Tumor +TCGA-VS-A9V1-01 Primary Solid Tumor CESC CESCPrimary Solid Tumor +TCGA-VS-A9V2-01 Primary Solid Tumor CESC CESCPrimary Solid Tumor +TCGA-VS-A9V3-01 Primary Solid Tumor CESC CESCPrimary Solid Tumor +TCGA-VS-A9V4-01 Primary Solid Tumor CESC CESCPrimary Solid Tumor +TCGA-VS-A9V5-01 Primary Solid Tumor CESC CESCPrimary Solid Tumor +TCGA-VS-AA62-01 Primary Solid Tumor CESC CESCPrimary Solid Tumor +TCGA-VT-A80G-01 Primary Solid Tumor SARC SARCPrimary Solid Tumor +TCGA-VT-A80J-01 Primary Solid Tumor SARC SARCPrimary Solid Tumor +TCGA-VT-A80J-02 Recurrent Solid Tumor SARC SARCRecurrent Solid Tumor +TCGA-VT-AB3D-01 Primary Solid Tumor SARC SARCPrimary Solid Tumor +TCGA-VV-A829-01 Primary Solid Tumor LGG LGGPrimary Solid Tumor +TCGA-VV-A86M-01 Primary Solid Tumor LGG LGGPrimary Solid Tumor +TCGA-VW-A7QS-01 Primary Solid Tumor LGG LGGPrimary Solid Tumor +TCGA-VW-A8FI-01 Primary Solid Tumor LGG LGGPrimary Solid Tumor +TCGA-W2-A7H5-01 Primary Solid Tumor PCPG PCPGPrimary Solid Tumor +TCGA-W2-A7H7-01 Primary Solid Tumor PCPG PCPGPrimary Solid Tumor +TCGA-W2-A7HA-01 Primary Solid Tumor PCPG PCPGPrimary Solid Tumor +TCGA-W2-A7HB-01 Primary Solid Tumor PCPG PCPGPrimary Solid Tumor +TCGA-W2-A7HC-01 Primary Solid Tumor PCPG PCPGPrimary Solid Tumor +TCGA-W2-A7HD-01 Primary Solid Tumor PCPG PCPGPrimary Solid Tumor +TCGA-W2-A7HE-01 Primary Solid Tumor PCPG PCPGPrimary Solid Tumor +TCGA-W2-A7HF-01 Primary Solid Tumor PCPG PCPGPrimary Solid Tumor +TCGA-W2-A7HH-01 Primary Solid Tumor PCPG PCPGPrimary Solid Tumor +TCGA-W2-A7UY-01 Primary Solid Tumor PCPG PCPGPrimary Solid Tumor +TCGA-W3-A824-06 Metastatic SKCM SKCMMetastatic +TCGA-W3-A825-06 Metastatic SKCM SKCMMetastatic +TCGA-W3-A828-06 Metastatic SKCM SKCMMetastatic +TCGA-W3-AA1O-06 Metastatic SKCM SKCMMetastatic +TCGA-W3-AA1Q-06 Metastatic SKCM SKCMMetastatic +TCGA-W3-AA1R-06 Metastatic SKCM SKCMMetastatic +TCGA-W3-AA1V-06 Metastatic SKCM SKCMMetastatic +TCGA-W3-AA1W-06 Metastatic SKCM SKCMMetastatic +TCGA-W3-AA21-06 Metastatic SKCM SKCMMetastatic +TCGA-W4-A7U2-01 Primary Solid Tumor TGCT TGCTPrimary Solid Tumor +TCGA-W4-A7U3-01 Primary Solid Tumor TGCT TGCTPrimary Solid Tumor +TCGA-W4-A7U4-01 Primary Solid Tumor TGCT TGCTPrimary Solid Tumor +TCGA-W5-AA2G-01 Primary Solid Tumor CHOL CHOLPrimary Solid Tumor +TCGA-W5-AA2H-01 Primary Solid Tumor CHOL CHOLPrimary Solid Tumor +TCGA-W5-AA2I-01 Primary Solid Tumor CHOL CHOLPrimary Solid Tumor +TCGA-W5-AA2I-11 Solid Tissue Normal CHOL CHOLSolid Tissue Normal +TCGA-W5-AA2O-01 Primary Solid Tumor CHOL CHOLPrimary Solid Tumor +TCGA-W5-AA2Q-01 Primary Solid Tumor CHOL CHOLPrimary Solid Tumor +TCGA-W5-AA2Q-11 Solid Tissue Normal CHOL CHOLSolid Tissue Normal +TCGA-W5-AA2R-01 Primary Solid Tumor CHOL CHOLPrimary Solid Tumor +TCGA-W5-AA2R-11 Solid Tissue Normal CHOL CHOLSolid Tissue Normal +TCGA-W5-AA2T-01 Primary Solid Tumor CHOL CHOLPrimary Solid Tumor +TCGA-W5-AA2U-01 Primary Solid Tumor CHOL CHOLPrimary Solid Tumor +TCGA-W5-AA2U-11 Solid Tissue Normal CHOL CHOLSolid Tissue Normal +TCGA-W5-AA2W-01 Primary Solid Tumor CHOL CHOLPrimary Solid Tumor +TCGA-W5-AA2X-01 Primary Solid Tumor CHOL CHOLPrimary Solid Tumor +TCGA-W5-AA2X-11 Solid Tissue Normal CHOL CHOLSolid Tissue Normal +TCGA-W5-AA2Z-01 Primary Solid Tumor CHOL CHOLPrimary Solid Tumor +TCGA-W5-AA30-01 Primary Solid Tumor CHOL CHOLPrimary Solid Tumor +TCGA-W5-AA30-11 Solid Tissue Normal CHOL CHOLSolid Tissue Normal +TCGA-W5-AA31-01 Primary Solid Tumor CHOL CHOLPrimary Solid Tumor +TCGA-W5-AA31-11 Solid Tissue Normal CHOL CHOLSolid Tissue Normal +TCGA-W5-AA33-01 Primary Solid Tumor CHOL CHOLPrimary Solid Tumor +TCGA-W5-AA34-01 Primary Solid Tumor CHOL CHOLPrimary Solid Tumor +TCGA-W5-AA34-11 Solid Tissue Normal CHOL CHOLSolid Tissue Normal +TCGA-W5-AA36-01 Primary Solid Tumor CHOL CHOLPrimary Solid Tumor +TCGA-W5-AA38-01 Primary Solid Tumor CHOL CHOLPrimary Solid Tumor +TCGA-W5-AA39-01 Primary Solid Tumor CHOL CHOLPrimary Solid Tumor +TCGA-W6-AA0S-01 Primary Solid Tumor CHOL CHOLPrimary Solid Tumor +TCGA-W8-A86G-01 Primary Solid Tumor BRCA BRCAPrimary Solid Tumor +TCGA-W9-A837-01 Primary Solid Tumor LGG LGGPrimary Solid Tumor +TCGA-WA-A7GZ-01 Primary Solid Tumor HNSC HNSCPrimary Solid Tumor +TCGA-WA-A7GZ-11 Solid Tissue Normal HNSC HNSCSolid Tissue Normal +TCGA-WA-A7H4-01 Primary Solid Tumor HNSC HNSCPrimary Solid Tumor +TCGA-WB-A80K-01 Primary Solid Tumor PCPG PCPGPrimary Solid Tumor +TCGA-WB-A80L-01 Primary Solid Tumor PCPG PCPGPrimary Solid Tumor +TCGA-WB-A80M-01 Primary Solid Tumor PCPG PCPGPrimary Solid Tumor +TCGA-WB-A80N-01 Primary Solid Tumor PCPG PCPGPrimary Solid Tumor +TCGA-WB-A80O-01 Primary Solid Tumor PCPG PCPGPrimary Solid Tumor +TCGA-WB-A80P-01 Primary Solid Tumor PCPG PCPGPrimary Solid Tumor +TCGA-WB-A80Q-01 Primary Solid Tumor PCPG PCPGPrimary Solid Tumor +TCGA-WB-A80V-01 Primary Solid Tumor PCPG PCPGPrimary Solid Tumor +TCGA-WB-A80Y-01 Primary Solid Tumor PCPG PCPGPrimary Solid Tumor +TCGA-WB-A814-01 Primary Solid Tumor PCPG PCPGPrimary Solid Tumor +TCGA-WB-A815-01 Primary Solid Tumor PCPG PCPGPrimary Solid Tumor +TCGA-WB-A816-01 Primary Solid Tumor PCPG PCPGPrimary Solid Tumor +TCGA-WB-A817-01 Primary Solid Tumor PCPG PCPGPrimary Solid Tumor +TCGA-WB-A818-01 Primary Solid Tumor PCPG PCPGPrimary Solid Tumor +TCGA-WB-A819-01 Primary Solid Tumor PCPG PCPGPrimary Solid Tumor +TCGA-WB-A81A-01 Primary Solid Tumor PCPG PCPGPrimary Solid Tumor +TCGA-WB-A81D-01 Primary Solid Tumor PCPG PCPGPrimary Solid Tumor +TCGA-WB-A81E-01 Primary Solid Tumor PCPG PCPGPrimary Solid Tumor +TCGA-WB-A81F-01 Primary Solid Tumor PCPG PCPGPrimary Solid Tumor +TCGA-WB-A81G-01 Primary Solid Tumor PCPG PCPGPrimary Solid Tumor +TCGA-WB-A81H-01 Primary Solid Tumor PCPG PCPGPrimary Solid Tumor +TCGA-WB-A81I-01 Primary Solid Tumor PCPG PCPGPrimary Solid Tumor +TCGA-WB-A81J-01 Primary Solid Tumor PCPG PCPGPrimary Solid Tumor +TCGA-WB-A81K-01 Primary Solid Tumor PCPG PCPGPrimary Solid Tumor +TCGA-WB-A81M-01 Primary Solid Tumor PCPG PCPGPrimary Solid Tumor +TCGA-WB-A81N-01 Primary Solid Tumor PCPG PCPGPrimary Solid Tumor +TCGA-WB-A81P-01 Primary Solid Tumor PCPG PCPGPrimary Solid Tumor +TCGA-WB-A81Q-01 Primary Solid Tumor PCPG PCPGPrimary Solid Tumor +TCGA-WB-A81R-01 Primary Solid Tumor PCPG PCPGPrimary Solid Tumor +TCGA-WB-A81S-01 Primary Solid Tumor PCPG PCPGPrimary Solid Tumor +TCGA-WB-A81T-01 Primary Solid Tumor PCPG PCPGPrimary Solid Tumor +TCGA-WB-A81V-01 Primary Solid Tumor PCPG PCPGPrimary Solid Tumor +TCGA-WB-A81W-01 Primary Solid Tumor PCPG PCPGPrimary Solid Tumor +TCGA-WB-A820-01 Primary Solid Tumor PCPG PCPGPrimary Solid Tumor +TCGA-WB-A821-01 Primary Solid Tumor PCPG PCPGPrimary Solid Tumor +TCGA-WB-A822-01 Primary Solid Tumor PCPG PCPGPrimary Solid Tumor +TCGA-WC-A87T-01 Primary Solid Tumor UVM UVMPrimary Solid Tumor +TCGA-WC-A87U-01 Primary Solid Tumor UVM UVMPrimary Solid Tumor +TCGA-WC-A87W-01 Primary Solid Tumor UVM UVMPrimary Solid Tumor +TCGA-WC-A87Y-01 Primary Solid Tumor UVM UVMPrimary Solid Tumor +TCGA-WC-A880-01 Primary Solid Tumor UVM UVMPrimary Solid Tumor +TCGA-WC-A881-01 Primary Solid Tumor UVM UVMPrimary Solid Tumor +TCGA-WC-A882-01 Primary Solid Tumor UVM UVMPrimary Solid Tumor +TCGA-WC-A883-01 Primary Solid Tumor UVM UVMPrimary Solid Tumor +TCGA-WC-A884-01 Primary Solid Tumor UVM UVMPrimary Solid Tumor +TCGA-WC-A885-01 Primary Solid Tumor UVM UVMPrimary Solid Tumor +TCGA-WC-A888-01 Primary Solid Tumor UVM UVMPrimary Solid Tumor +TCGA-WC-A88A-01 Primary Solid Tumor UVM UVMPrimary Solid Tumor +TCGA-WC-AA9A-01 Primary Solid Tumor UVM UVMPrimary Solid Tumor +TCGA-WC-AA9E-01 Primary Solid Tumor UVM UVMPrimary Solid Tumor +TCGA-WD-A7RX-01 Primary Solid Tumor CHOL CHOLPrimary Solid Tumor +TCGA-WE-A8JZ-06 Metastatic SKCM SKCMMetastatic +TCGA-WE-A8K1-06 Metastatic SKCM SKCMMetastatic +TCGA-WE-A8K4-01 Primary Solid Tumor SKCM SKCMPrimary Solid Tumor +TCGA-WE-A8K5-06 Metastatic SKCM SKCMMetastatic +TCGA-WE-A8K6-06 Metastatic SKCM SKCMMetastatic +TCGA-WE-A8ZM-06 Metastatic SKCM SKCMMetastatic +TCGA-WE-A8ZN-06 Metastatic SKCM SKCMMetastatic +TCGA-WE-A8ZO-06 Metastatic SKCM SKCMMetastatic +TCGA-WE-A8ZQ-06 Metastatic SKCM SKCMMetastatic +TCGA-WE-A8ZR-06 Metastatic SKCM SKCMMetastatic +TCGA-WE-A8ZT-06 Metastatic SKCM SKCMMetastatic +TCGA-WE-A8ZX-06 Metastatic SKCM SKCMMetastatic +TCGA-WE-A8ZY-06 Metastatic SKCM SKCMMetastatic +TCGA-WE-AA9Y-06 Metastatic SKCM SKCMMetastatic +TCGA-WE-AAA0-06 Metastatic SKCM SKCMMetastatic +TCGA-WE-AAA3-06 Metastatic SKCM SKCMMetastatic +TCGA-WE-AAA4-06 Metastatic SKCM SKCMMetastatic +TCGA-WH-A86K-01 Primary Solid Tumor LGG LGGPrimary Solid Tumor +TCGA-WJ-A86L-01 Primary Solid Tumor LIHC LIHCPrimary Solid Tumor +TCGA-WK-A8XO-01 Primary Solid Tumor SARC SARCPrimary Solid Tumor +TCGA-WK-A8XQ-01 Primary Solid Tumor SARC SARCPrimary Solid Tumor +TCGA-WK-A8XS-01 Primary Solid Tumor SARC SARCPrimary Solid Tumor +TCGA-WK-A8XT-01 Primary Solid Tumor SARC SARCPrimary Solid Tumor +TCGA-WK-A8XX-01 Primary Solid Tumor SARC SARCPrimary Solid Tumor +TCGA-WK-A8XY-01 Primary Solid Tumor SARC SARCPrimary Solid Tumor +TCGA-WK-A8XZ-01 Primary Solid Tumor SARC SARCPrimary Solid Tumor +TCGA-WK-A8Y0-01 Primary Solid Tumor SARC SARCPrimary Solid Tumor +TCGA-WL-A834-01 Primary Solid Tumor CESC CESCPrimary Solid Tumor +TCGA-WN-A9G9-01 Primary Solid Tumor KIRP KIRPPrimary Solid Tumor +TCGA-WN-AB4C-01 Primary Solid Tumor KIRP KIRPPrimary Solid Tumor +TCGA-WP-A9GB-01 Primary Solid Tumor SARC SARCPrimary Solid Tumor +TCGA-WQ-A9G7-01 Primary Solid Tumor LIHC LIHCPrimary Solid Tumor +TCGA-WQ-AB4B-01 Primary Solid Tumor LIHC LIHCPrimary Solid Tumor +TCGA-WR-A838-01 Primary Solid Tumor OV OVPrimary Solid Tumor +TCGA-WS-AB45-01 Primary Solid Tumor COAD COADPrimary Solid Tumor +TCGA-WT-AB41-01 Primary Solid Tumor BRCA BRCAPrimary Solid Tumor +TCGA-WT-AB44-01 Primary Solid Tumor BRCA BRCAPrimary Solid Tumor +TCGA-WW-A8ZI-01 Primary Solid Tumor PRAD PRADPrimary Solid Tumor +TCGA-WX-AA44-01 Primary Solid Tumor LIHC LIHCPrimary Solid Tumor +TCGA-WX-AA46-01 Primary Solid Tumor LIHC LIHCPrimary Solid Tumor +TCGA-WX-AA47-01 Primary Solid Tumor LIHC LIHCPrimary Solid Tumor +TCGA-WY-A858-01 Primary Solid Tumor LGG LGGPrimary Solid Tumor +TCGA-WY-A859-01 Primary Solid Tumor LGG LGGPrimary Solid Tumor +TCGA-WY-A85A-01 Primary Solid Tumor LGG LGGPrimary Solid Tumor +TCGA-WY-A85B-01 Primary Solid Tumor LGG LGGPrimary Solid Tumor +TCGA-WY-A85C-01 Primary Solid Tumor LGG LGGPrimary Solid Tumor +TCGA-WY-A85D-01 Primary Solid Tumor LGG LGGPrimary Solid Tumor +TCGA-WY-A85E-01 Primary Solid Tumor LGG LGGPrimary Solid Tumor +TCGA-WZ-A7V3-01 Primary Solid Tumor TGCT TGCTPrimary Solid Tumor +TCGA-WZ-A7V4-01 Primary Solid Tumor TGCT TGCTPrimary Solid Tumor +TCGA-WZ-A7V5-01 Primary Solid Tumor TGCT TGCTPrimary Solid Tumor +TCGA-WZ-A8D5-01 Primary Solid Tumor TGCT TGCTPrimary Solid Tumor +TCGA-X2-A95T-01 Primary Solid Tumor SARC SARCPrimary Solid Tumor +TCGA-X3-A8G4-01 Primary Solid Tumor TGCT TGCTPrimary Solid Tumor +TCGA-X4-A8KQ-01 Primary Solid Tumor PRAD PRADPrimary Solid Tumor +TCGA-X4-A8KS-01 Primary Solid Tumor PRAD PRADPrimary Solid Tumor +TCGA-X6-A7W8-01 Primary Solid Tumor SARC SARCPrimary Solid Tumor +TCGA-X6-A7WA-01 Primary Solid Tumor SARC SARCPrimary Solid Tumor +TCGA-X6-A7WB-01 Primary Solid Tumor SARC SARCPrimary Solid Tumor +TCGA-X6-A7WC-01 Primary Solid Tumor SARC SARCPrimary Solid Tumor +TCGA-X6-A7WD-01 Primary Solid Tumor SARC SARCPrimary Solid Tumor +TCGA-X6-A8C2-01 Primary Solid Tumor SARC SARCPrimary Solid Tumor +TCGA-X6-A8C3-01 Primary Solid Tumor SARC SARCPrimary Solid Tumor +TCGA-X6-A8C4-01 Primary Solid Tumor SARC SARCPrimary Solid Tumor +TCGA-X6-A8C5-01 Primary Solid Tumor SARC SARCPrimary Solid Tumor +TCGA-X6-A8C6-01 Primary Solid Tumor SARC SARCPrimary Solid Tumor +TCGA-X6-A8C7-01 Primary Solid Tumor SARC SARCPrimary Solid Tumor +TCGA-X7-A8D6-01 Primary Solid Tumor THYM THYMPrimary Solid Tumor +TCGA-X7-A8D6-11 Solid Tissue Normal THYM THYMSolid Tissue Normal +TCGA-X7-A8D7-01 Primary Solid Tumor THYM THYMPrimary Solid Tumor +TCGA-X7-A8D7-11 Solid Tissue Normal THYM THYMSolid Tissue Normal +TCGA-X7-A8D8-01 Primary Solid Tumor THYM THYMPrimary Solid Tumor +TCGA-X7-A8D9-01 Primary Solid Tumor THYM THYMPrimary Solid Tumor +TCGA-X7-A8DB-01 Primary Solid Tumor THYM THYMPrimary Solid Tumor +TCGA-X7-A8DD-01 Primary Solid Tumor THYM THYMPrimary Solid Tumor +TCGA-X7-A8DE-01 Primary Solid Tumor THYM THYMPrimary Solid Tumor +TCGA-X7-A8DF-01 Primary Solid Tumor THYM THYMPrimary Solid Tumor +TCGA-X7-A8DG-01 Primary Solid Tumor THYM THYMPrimary Solid Tumor +TCGA-X7-A8DJ-01 Primary Solid Tumor THYM THYMPrimary Solid Tumor +TCGA-X7-A8M0-01 Primary Solid Tumor THYM THYMPrimary Solid Tumor +TCGA-X7-A8M1-01 Primary Solid Tumor THYM THYMPrimary Solid Tumor +TCGA-X7-A8M3-01 Primary Solid Tumor THYM THYMPrimary Solid Tumor +TCGA-X7-A8M4-01 Primary Solid Tumor THYM THYMPrimary Solid Tumor +TCGA-X7-A8M5-01 Primary Solid Tumor THYM THYMPrimary Solid Tumor +TCGA-X7-A8M6-01 Primary Solid Tumor THYM THYMPrimary Solid Tumor +TCGA-X7-A8M7-01 Primary Solid Tumor THYM THYMPrimary Solid Tumor +TCGA-X7-A8M8-01 Primary Solid Tumor THYM THYMPrimary Solid Tumor +TCGA-X8-AAAR-01 Primary Solid Tumor ESCA ESCAPrimary Solid Tumor +TCGA-X9-A971-01 Primary Solid Tumor SARC SARCPrimary Solid Tumor +TCGA-X9-A973-01 Primary Solid Tumor SARC SARCPrimary Solid Tumor +TCGA-XA-A8JR-01 Primary Solid Tumor PRAD PRADPrimary Solid Tumor +TCGA-XC-AA0X-01 Primary Solid Tumor LUSC LUSCPrimary Solid Tumor +TCGA-XD-AAUG-01 Primary Solid Tumor PAAD PAADPrimary Solid Tumor +TCGA-XD-AAUH-01 Primary Solid Tumor PAAD PAADPrimary Solid Tumor +TCGA-XD-AAUI-01 Primary Solid Tumor PAAD PAADPrimary Solid Tumor +TCGA-XD-AAUL-01 Primary Solid Tumor PAAD PAADPrimary Solid Tumor +TCGA-XE-A8H1-01 Primary Solid Tumor TGCT TGCTPrimary Solid Tumor +TCGA-XE-A8H4-01 Primary Solid Tumor TGCT TGCTPrimary Solid Tumor +TCGA-XE-A8H5-01 Primary Solid Tumor TGCT TGCTPrimary Solid Tumor +TCGA-XE-A9SE-01 Primary Solid Tumor TGCT TGCTPrimary Solid Tumor +TCGA-XE-AANI-01 Primary Solid Tumor TGCT TGCTPrimary Solid Tumor +TCGA-XE-AANJ-01 Primary Solid Tumor TGCT TGCTPrimary Solid Tumor +TCGA-XE-AANR-01 Primary Solid Tumor TGCT TGCTPrimary Solid Tumor +TCGA-XE-AANV-01 Primary Solid Tumor TGCT TGCTPrimary Solid Tumor +TCGA-XE-AAO3-01 Primary Solid Tumor TGCT TGCTPrimary Solid Tumor +TCGA-XE-AAO4-01 Primary Solid Tumor TGCT TGCTPrimary Solid Tumor +TCGA-XE-AAO6-01 Primary Solid Tumor TGCT TGCTPrimary Solid Tumor +TCGA-XE-AAOB-01 Primary Solid Tumor TGCT TGCTPrimary Solid Tumor +TCGA-XE-AAOC-01 Primary Solid Tumor TGCT TGCTPrimary Solid Tumor +TCGA-XE-AAOD-01 Primary Solid Tumor TGCT TGCTPrimary Solid Tumor +TCGA-XE-AAOF-01 Primary Solid Tumor TGCT TGCTPrimary Solid Tumor +TCGA-XE-AAOJ-01 Primary Solid Tumor TGCT TGCTPrimary Solid Tumor +TCGA-XE-AAOL-01 Primary Solid Tumor TGCT TGCTPrimary Solid Tumor +TCGA-XF-A8HB-01 Primary Solid Tumor BLCA BLCAPrimary Solid Tumor +TCGA-XF-A8HC-01 Primary Solid Tumor BLCA BLCAPrimary Solid Tumor +TCGA-XF-A8HD-01 Primary Solid Tumor BLCA BLCAPrimary Solid Tumor +TCGA-XF-A8HE-01 Primary Solid Tumor BLCA BLCAPrimary Solid Tumor +TCGA-XF-A8HF-01 Primary Solid Tumor BLCA BLCAPrimary Solid Tumor +TCGA-XF-A8HG-01 Primary Solid Tumor BLCA BLCAPrimary Solid Tumor +TCGA-XF-A8HH-01 Primary Solid Tumor BLCA BLCAPrimary Solid Tumor +TCGA-XF-A8HI-01 Primary Solid Tumor BLCA BLCAPrimary Solid Tumor +TCGA-XF-A9SH-01 Primary Solid Tumor BLCA BLCAPrimary Solid Tumor +TCGA-XF-A9SI-01 Primary Solid Tumor BLCA BLCAPrimary Solid Tumor +TCGA-XF-A9SJ-01 Primary Solid Tumor BLCA BLCAPrimary Solid Tumor +TCGA-XF-A9SK-01 Primary Solid Tumor BLCA BLCAPrimary Solid Tumor +TCGA-XF-A9SL-01 Primary Solid Tumor BLCA BLCAPrimary Solid Tumor +TCGA-XF-A9SM-01 Primary Solid Tumor BLCA BLCAPrimary Solid Tumor +TCGA-XF-A9SP-01 Primary Solid Tumor BLCA BLCAPrimary Solid Tumor +TCGA-XF-A9ST-01 Primary Solid Tumor BLCA BLCAPrimary Solid Tumor +TCGA-XF-A9SU-01 Primary Solid Tumor BLCA BLCAPrimary Solid Tumor +TCGA-XF-A9SV-01 Primary Solid Tumor BLCA BLCAPrimary Solid Tumor +TCGA-XF-A9SW-01 Primary Solid Tumor BLCA BLCAPrimary Solid Tumor +TCGA-XF-A9SX-01 Primary Solid Tumor BLCA BLCAPrimary Solid Tumor +TCGA-XF-A9SY-01 Primary Solid Tumor BLCA BLCAPrimary Solid Tumor +TCGA-XF-A9SZ-01 Primary Solid Tumor BLCA BLCAPrimary Solid Tumor +TCGA-XF-A9T0-01 Primary Solid Tumor BLCA BLCAPrimary Solid Tumor +TCGA-XF-A9T2-01 Primary Solid Tumor BLCA BLCAPrimary Solid Tumor +TCGA-XF-A9T3-01 Primary Solid Tumor BLCA BLCAPrimary Solid Tumor +TCGA-XF-A9T4-01 Primary Solid Tumor BLCA BLCAPrimary Solid Tumor +TCGA-XF-A9T5-01 Primary Solid Tumor BLCA BLCAPrimary Solid Tumor +TCGA-XF-A9T6-01 Primary Solid Tumor BLCA BLCAPrimary Solid Tumor +TCGA-XF-A9T8-01 Primary Solid Tumor BLCA BLCAPrimary Solid Tumor +TCGA-XF-AAME-01 Primary Solid Tumor BLCA BLCAPrimary Solid Tumor +TCGA-XF-AAMG-01 Primary Solid Tumor BLCA BLCAPrimary Solid Tumor +TCGA-XF-AAMH-01 Primary Solid Tumor BLCA BLCAPrimary Solid Tumor +TCGA-XF-AAMJ-01 Primary Solid Tumor BLCA BLCAPrimary Solid Tumor +TCGA-XF-AAML-01 Primary Solid Tumor BLCA BLCAPrimary Solid Tumor +TCGA-XF-AAMQ-01 Primary Solid Tumor BLCA BLCAPrimary Solid Tumor +TCGA-XF-AAMR-01 Primary Solid Tumor BLCA BLCAPrimary Solid Tumor +TCGA-XF-AAMT-01 Primary Solid Tumor BLCA BLCAPrimary Solid Tumor +TCGA-XF-AAMW-01 Primary Solid Tumor BLCA BLCAPrimary Solid Tumor +TCGA-XF-AAMX-01 Primary Solid Tumor BLCA BLCAPrimary Solid Tumor +TCGA-XF-AAMY-01 Primary Solid Tumor BLCA BLCAPrimary Solid Tumor +TCGA-XF-AAMZ-01 Primary Solid Tumor BLCA BLCAPrimary Solid Tumor +TCGA-XF-AAN0-01 Primary Solid Tumor BLCA BLCAPrimary Solid Tumor +TCGA-XF-AAN1-01 Primary Solid Tumor BLCA BLCAPrimary Solid Tumor +TCGA-XF-AAN2-01 Primary Solid Tumor BLCA BLCAPrimary Solid Tumor +TCGA-XF-AAN3-01 Primary Solid Tumor BLCA BLCAPrimary Solid Tumor +TCGA-XF-AAN4-01 Primary Solid Tumor BLCA BLCAPrimary Solid Tumor +TCGA-XF-AAN5-01 Primary Solid Tumor BLCA BLCAPrimary Solid Tumor +TCGA-XF-AAN7-01 Primary Solid Tumor BLCA BLCAPrimary Solid Tumor +TCGA-XF-AAN8-01 Primary Solid Tumor BLCA BLCAPrimary Solid Tumor +TCGA-XG-A823-01 Primary Solid Tumor PCPG PCPGPrimary Solid Tumor +TCGA-XH-A853-01 Primary Solid Tumor THYM THYMPrimary Solid Tumor +TCGA-XJ-A83F-01 Primary Solid Tumor PRAD PRADPrimary Solid Tumor +TCGA-XJ-A83G-01 Primary Solid Tumor PRAD PRADPrimary Solid Tumor +TCGA-XJ-A83H-01 Primary Solid Tumor PRAD PRADPrimary Solid Tumor +TCGA-XJ-A9DI-01 Primary Solid Tumor PRAD PRADPrimary Solid Tumor +TCGA-XJ-A9DK-01 Primary Solid Tumor PRAD PRADPrimary Solid Tumor +TCGA-XJ-A9DQ-01 Primary Solid Tumor PRAD PRADPrimary Solid Tumor +TCGA-XJ-A9DX-01 Primary Solid Tumor PRAD PRADPrimary Solid Tumor +TCGA-XK-AAIR-01 Primary Solid Tumor PRAD PRADPrimary Solid Tumor +TCGA-XK-AAIV-01 Primary Solid Tumor PRAD PRADPrimary Solid Tumor +TCGA-XK-AAIW-01 Primary Solid Tumor PRAD PRADPrimary Solid Tumor +TCGA-XK-AAJ3-01 Primary Solid Tumor PRAD PRADPrimary Solid Tumor +TCGA-XK-AAJA-01 Primary Solid Tumor PRAD PRADPrimary Solid Tumor +TCGA-XK-AAJP-01 Primary Solid Tumor PRAD PRADPrimary Solid Tumor +TCGA-XK-AAJR-01 Primary Solid Tumor PRAD PRADPrimary Solid Tumor +TCGA-XK-AAJT-01 Primary Solid Tumor PRAD PRADPrimary Solid Tumor +TCGA-XK-AAJU-01 Primary Solid Tumor PRAD PRADPrimary Solid Tumor +TCGA-XK-AAK1-01 Primary Solid Tumor PRAD PRADPrimary Solid Tumor +TCGA-XM-A8R8-01 Primary Solid Tumor THYM THYMPrimary Solid Tumor +TCGA-XM-A8R9-01 Primary Solid Tumor THYM THYMPrimary Solid Tumor +TCGA-XM-A8RB-01 Primary Solid Tumor THYM THYMPrimary Solid Tumor +TCGA-XM-A8RC-01 Primary Solid Tumor THYM THYMPrimary Solid Tumor +TCGA-XM-A8RD-01 Primary Solid Tumor THYM THYMPrimary Solid Tumor +TCGA-XM-A8RE-01 Primary Solid Tumor THYM THYMPrimary Solid Tumor +TCGA-XM-A8RF-01 Primary Solid Tumor THYM THYMPrimary Solid Tumor +TCGA-XM-A8RG-01 Primary Solid Tumor THYM THYMPrimary Solid Tumor +TCGA-XM-A8RH-01 Primary Solid Tumor THYM THYMPrimary Solid Tumor +TCGA-XM-A8RI-01 Primary Solid Tumor THYM THYMPrimary Solid Tumor +TCGA-XM-A8RL-01 Primary Solid Tumor THYM THYMPrimary Solid Tumor +TCGA-XM-AAZ1-01 Primary Solid Tumor THYM THYMPrimary Solid Tumor +TCGA-XM-AAZ2-01 Primary Solid Tumor THYM THYMPrimary Solid Tumor +TCGA-XM-AAZ3-01 Primary Solid Tumor THYM THYMPrimary Solid Tumor +TCGA-XN-A8T3-01 Primary Solid Tumor PAAD PAADPrimary Solid Tumor +TCGA-XN-A8T5-01 Primary Solid Tumor PAAD PAADPrimary Solid Tumor +TCGA-XP-A8T6-01 Primary Solid Tumor ESCA ESCAPrimary Solid Tumor +TCGA-XP-A8T8-01 Primary Solid Tumor ESCA ESCAPrimary Solid Tumor +TCGA-XQ-A8TA-01 Primary Solid Tumor PRAD PRADPrimary Solid Tumor +TCGA-XQ-A8TB-01 Primary Solid Tumor PRAD PRADPrimary Solid Tumor +TCGA-XR-A8TC-01 Primary Solid Tumor LIHC LIHCPrimary Solid Tumor +TCGA-XR-A8TD-01 Primary Solid Tumor LIHC LIHCPrimary Solid Tumor +TCGA-XR-A8TE-01 Primary Solid Tumor LIHC LIHCPrimary Solid Tumor +TCGA-XR-A8TF-01 Primary Solid Tumor LIHC LIHCPrimary Solid Tumor +TCGA-XR-A8TG-01 Primary Solid Tumor LIHC LIHCPrimary Solid Tumor +TCGA-XS-A8TJ-01 Primary Solid Tumor CESC CESCPrimary Solid Tumor +TCGA-XT-AASU-01 Primary Solid Tumor MESO MESOPrimary Solid Tumor +TCGA-XU-A92O-01 Primary Solid Tumor THYM THYMPrimary Solid Tumor +TCGA-XU-A92Q-01 Primary Solid Tumor THYM THYMPrimary Solid Tumor +TCGA-XU-A92T-01 Primary Solid Tumor THYM THYMPrimary Solid Tumor +TCGA-XU-A92U-01 Primary Solid Tumor THYM THYMPrimary Solid Tumor +TCGA-XU-A92V-01 Primary Solid Tumor THYM THYMPrimary Solid Tumor +TCGA-XU-A92W-01 Primary Solid Tumor THYM THYMPrimary Solid Tumor +TCGA-XU-A92X-01 Primary Solid Tumor THYM THYMPrimary Solid Tumor +TCGA-XU-A92Y-01 Primary Solid Tumor THYM THYMPrimary Solid Tumor +TCGA-XU-A92Z-01 Primary Solid Tumor THYM THYMPrimary Solid Tumor +TCGA-XU-A930-01 Primary Solid Tumor THYM THYMPrimary Solid Tumor +TCGA-XU-A931-01 Primary Solid Tumor THYM THYMPrimary Solid Tumor +TCGA-XU-A932-01 Primary Solid Tumor THYM THYMPrimary Solid Tumor +TCGA-XU-A933-01 Primary Solid Tumor THYM THYMPrimary Solid Tumor +TCGA-XU-A936-01 Primary Solid Tumor THYM THYMPrimary Solid Tumor +TCGA-XU-AAXV-01 Primary Solid Tumor THYM THYMPrimary Solid Tumor +TCGA-XU-AAXW-01 Primary Solid Tumor THYM THYMPrimary Solid Tumor +TCGA-XU-AAXX-01 Primary Solid Tumor THYM THYMPrimary Solid Tumor +TCGA-XU-AAXY-01 Primary Solid Tumor THYM THYMPrimary Solid Tumor +TCGA-XU-AAXZ-01 Primary Solid Tumor THYM THYMPrimary Solid Tumor +TCGA-XU-AAY0-01 Primary Solid Tumor THYM THYMPrimary Solid Tumor +TCGA-XU-AAY1-01 Primary Solid Tumor THYM THYMPrimary Solid Tumor +TCGA-XV-A9VZ-01 Primary Solid Tumor SKCM SKCMPrimary Solid Tumor +TCGA-XV-A9W2-01 Primary Solid Tumor SKCM SKCMPrimary Solid Tumor +TCGA-XV-A9W5-01 Primary Solid Tumor SKCM SKCMPrimary Solid Tumor +TCGA-XV-AAZV-01 Primary Solid Tumor SKCM SKCMPrimary Solid Tumor +TCGA-XV-AAZW-01 Primary Solid Tumor SKCM SKCMPrimary Solid Tumor +TCGA-XV-AAZY-01 Primary Solid Tumor SKCM SKCMPrimary Solid Tumor +TCGA-XV-AB01-06 Metastatic SKCM SKCMMetastatic +TCGA-XX-A899-01 Primary Solid Tumor BRCA BRCAPrimary Solid Tumor +TCGA-XX-A89A-01 Primary Solid Tumor BRCA BRCAPrimary Solid Tumor +TCGA-XY-A89B-01 Primary Solid Tumor TGCT TGCTPrimary Solid Tumor +TCGA-XY-A8S2-01 Primary Solid Tumor TGCT TGCTPrimary Solid Tumor +TCGA-XY-A8S3-01 Primary Solid Tumor TGCT TGCTPrimary Solid Tumor +TCGA-XY-A9T9-01 Primary Solid Tumor TGCT TGCTPrimary Solid Tumor +TCGA-Y6-A8TL-01 Primary Solid Tumor PRAD PRADPrimary Solid Tumor +TCGA-Y6-A9XI-01 Primary Solid Tumor PRAD PRADPrimary Solid Tumor +TCGA-Y8-A894-01 Primary Solid Tumor KIRP KIRPPrimary Solid Tumor +TCGA-Y8-A895-01 Primary Solid Tumor KIRP KIRPPrimary Solid Tumor +TCGA-Y8-A896-01 Primary Solid Tumor KIRP KIRPPrimary Solid Tumor +TCGA-Y8-A897-01 Primary Solid Tumor KIRP KIRPPrimary Solid Tumor +TCGA-Y8-A898-01 Primary Solid Tumor KIRP KIRPPrimary Solid Tumor 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Tumor +TCGA-YG-AA3N-01 Primary Solid Tumor SKCM SKCMPrimary Solid Tumor +TCGA-YG-AA3O-06 Metastatic SKCM SKCMMetastatic +TCGA-YG-AA3P-06 Metastatic SKCM SKCMMetastatic +TCGA-YH-A8SY-01 Primary Solid Tumor PAAD PAADPrimary Solid Tumor +TCGA-YJ-A8SW-01 Primary Solid Tumor PRAD PRADPrimary Solid Tumor +TCGA-YL-A8HJ-01 Primary Solid Tumor PRAD PRADPrimary Solid Tumor +TCGA-YL-A8HK-01 Primary Solid Tumor PRAD PRADPrimary Solid Tumor +TCGA-YL-A8HL-01 Primary Solid Tumor PRAD PRADPrimary Solid Tumor +TCGA-YL-A8HM-01 Primary Solid Tumor PRAD PRADPrimary Solid Tumor +TCGA-YL-A8HO-01 Primary Solid Tumor PRAD PRADPrimary Solid Tumor +TCGA-YL-A8S8-01 Primary Solid Tumor PRAD PRADPrimary Solid Tumor +TCGA-YL-A8S9-01 Primary Solid Tumor PRAD PRADPrimary Solid Tumor +TCGA-YL-A8SA-01 Primary Solid Tumor PRAD PRADPrimary Solid Tumor +TCGA-YL-A8SB-01 Primary Solid Tumor PRAD PRADPrimary Solid Tumor +TCGA-YL-A8SC-01 Primary Solid Tumor PRAD PRADPrimary Solid Tumor +TCGA-YL-A8SF-01 Primary Solid Tumor PRAD PRADPrimary Solid Tumor +TCGA-YL-A8SH-01 Primary Solid Tumor PRAD PRADPrimary Solid Tumor +TCGA-YL-A8SI-01 Primary Solid Tumor PRAD PRADPrimary Solid Tumor +TCGA-YL-A8SJ-01 Primary Solid Tumor PRAD PRADPrimary Solid Tumor +TCGA-YL-A8SK-01 Primary Solid Tumor PRAD PRADPrimary Solid Tumor +TCGA-YL-A8SL-01 Primary Solid Tumor PRAD PRADPrimary Solid Tumor +TCGA-YL-A8SO-01 Primary Solid Tumor PRAD PRADPrimary Solid Tumor +TCGA-YL-A8SP-01 Primary Solid Tumor PRAD PRADPrimary Solid Tumor +TCGA-YL-A8SQ-01 Primary Solid Tumor PRAD PRADPrimary Solid Tumor +TCGA-YL-A8SR-01 Primary Solid Tumor PRAD PRADPrimary Solid Tumor +TCGA-YL-A9WH-01 Primary Solid Tumor PRAD PRADPrimary Solid Tumor +TCGA-YL-A9WI-01 Primary Solid Tumor PRAD PRADPrimary Solid Tumor +TCGA-YL-A9WJ-01 Primary Solid Tumor PRAD PRADPrimary Solid Tumor +TCGA-YL-A9WK-01 Primary Solid Tumor PRAD PRADPrimary Solid Tumor +TCGA-YL-A9WL-01 Primary Solid Tumor PRAD PRADPrimary Solid Tumor +TCGA-YL-A9WX-01 Primary Solid Tumor PRAD PRADPrimary Solid Tumor +TCGA-YL-A9WY-01 Primary Solid Tumor PRAD PRADPrimary Solid Tumor +TCGA-YR-A95A-01 Primary Solid Tumor CHOL CHOLPrimary Solid Tumor +TCGA-YS-A95B-01 Primary Solid Tumor MESO MESOPrimary Solid Tumor +TCGA-YS-A95C-01 Primary Solid Tumor MESO MESOPrimary Solid Tumor +TCGA-YS-AA4M-01 Primary Solid Tumor MESO MESOPrimary Solid Tumor +TCGA-YT-A95D-01 Primary Solid Tumor THYM THYMPrimary Solid Tumor +TCGA-YT-A95E-01 Primary Solid Tumor THYM THYMPrimary Solid Tumor +TCGA-YT-A95F-01 Primary Solid Tumor THYM THYMPrimary Solid Tumor +TCGA-YT-A95G-01 Primary Solid Tumor THYM THYMPrimary Solid Tumor +TCGA-YT-A95H-01 Primary Solid Tumor THYM THYMPrimary Solid Tumor +TCGA-YU-A90P-01 Primary Solid Tumor TGCT TGCTPrimary Solid Tumor +TCGA-YU-A90Q-01 Primary Solid Tumor TGCT TGCTPrimary Solid Tumor +TCGA-YU-A90S-01 Primary Solid Tumor TGCT TGCTPrimary Solid Tumor +TCGA-YU-A90W-01 Primary Solid Tumor TGCT TGCTPrimary Solid Tumor +TCGA-YU-A90Y-01 Primary Solid Tumor TGCT TGCTPrimary Solid Tumor +TCGA-YU-A912-01 Primary Solid Tumor TGCT TGCTPrimary Solid Tumor +TCGA-YU-A94D-01 Primary Solid Tumor TGCT TGCTPrimary Solid Tumor +TCGA-YU-A94I-01 Primary Solid Tumor TGCT TGCTPrimary Solid Tumor +TCGA-YU-AA4L-01 Primary Solid Tumor TGCT TGCTPrimary Solid Tumor +TCGA-YU-AA61-01 Primary Solid Tumor TGCT TGCTPrimary Solid Tumor +TCGA-YY-A8LH-01 Primary Solid Tumor PAAD PAADPrimary Solid Tumor +TCGA-YZ-A980-01 Primary Solid Tumor UVM UVMPrimary Solid Tumor +TCGA-YZ-A982-01 Primary Solid Tumor UVM UVMPrimary Solid Tumor +TCGA-YZ-A983-01 Primary Solid Tumor UVM UVMPrimary Solid Tumor +TCGA-YZ-A984-01 Primary Solid Tumor UVM UVMPrimary Solid Tumor +TCGA-YZ-A985-01 Primary Solid Tumor UVM UVMPrimary Solid Tumor +TCGA-Z2-A8RT-06 Metastatic SKCM SKCMMetastatic +TCGA-Z2-AA3S-06 Metastatic SKCM SKCMMetastatic +TCGA-Z2-AA3V-06 Metastatic SKCM SKCMMetastatic +TCGA-Z4-A8JB-01 Primary Solid Tumor SARC SARCPrimary Solid Tumor +TCGA-Z4-A9VC-01 Primary Solid Tumor SARC SARCPrimary Solid Tumor +TCGA-Z4-AAPF-01 Primary Solid Tumor SARC SARCPrimary Solid Tumor +TCGA-Z4-AAPG-01 Primary Solid Tumor SARC SARCPrimary Solid Tumor +TCGA-Z5-AAPL-01 Primary Solid Tumor PAAD PAADPrimary Solid Tumor +TCGA-Z6-A8JD-01 Primary Solid Tumor ESCA ESCAPrimary Solid Tumor +TCGA-Z6-A8JE-01 Primary Solid Tumor ESCA ESCAPrimary Solid Tumor +TCGA-Z6-A9VB-01 Primary Solid Tumor ESCA ESCAPrimary Solid Tumor +TCGA-Z6-AAPN-01 Primary Solid Tumor ESCA ESCAPrimary Solid Tumor +TCGA-Z7-A8R5-01 Primary Solid Tumor BRCA BRCAPrimary Solid Tumor +TCGA-Z7-A8R6-01 Primary Solid Tumor BRCA BRCAPrimary Solid Tumor +TCGA-ZA-A8F6-01 Primary Solid Tumor STAD STADPrimary Solid Tumor +TCGA-ZB-A961-01 Primary Solid Tumor THYM THYMPrimary Solid Tumor +TCGA-ZB-A962-01 Primary Solid Tumor THYM THYMPrimary Solid Tumor +TCGA-ZB-A963-01 Primary Solid Tumor THYM THYMPrimary Solid Tumor +TCGA-ZB-A964-01 Primary Solid Tumor THYM THYMPrimary Solid Tumor +TCGA-ZB-A965-01 Primary Solid Tumor THYM THYMPrimary Solid Tumor +TCGA-ZB-A966-01 Primary Solid Tumor THYM THYMPrimary Solid Tumor +TCGA-ZB-A969-01 Primary Solid Tumor THYM THYMPrimary Solid Tumor +TCGA-ZB-A96A-01 Primary Solid Tumor THYM THYMPrimary Solid Tumor +TCGA-ZB-A96B-01 Primary Solid Tumor THYM THYMPrimary Solid Tumor +TCGA-ZB-A96C-01 Primary Solid Tumor THYM THYMPrimary Solid Tumor +TCGA-ZB-A96D-01 Primary Solid Tumor THYM THYMPrimary Solid Tumor +TCGA-ZB-A96E-01 Primary Solid Tumor THYM THYMPrimary Solid Tumor +TCGA-ZB-A96F-01 Primary Solid Tumor THYM THYMPrimary Solid Tumor +TCGA-ZB-A96G-01 Primary Solid Tumor THYM THYMPrimary Solid Tumor +TCGA-ZB-A96H-01 Primary Solid Tumor THYM THYMPrimary Solid Tumor +TCGA-ZB-A96I-01 Primary Solid Tumor THYM THYMPrimary Solid Tumor +TCGA-ZB-A96K-01 Primary Solid Tumor THYM THYMPrimary Solid Tumor +TCGA-ZB-A96L-01 Primary Solid Tumor THYM THYMPrimary Solid Tumor +TCGA-ZB-A96M-01 Primary Solid Tumor THYM THYMPrimary Solid Tumor +TCGA-ZB-A96O-01 Primary Solid Tumor THYM THYMPrimary Solid Tumor +TCGA-ZB-A96P-01 Primary Solid Tumor THYM THYMPrimary Solid Tumor +TCGA-ZB-A96Q-01 Primary Solid Tumor THYM THYMPrimary Solid Tumor +TCGA-ZB-A96R-01 Primary Solid Tumor THYM THYMPrimary Solid Tumor +TCGA-ZB-A96V-01 Primary Solid Tumor THYM THYMPrimary Solid Tumor +TCGA-ZC-AAA7-01 Primary Solid Tumor THYM THYMPrimary Solid Tumor +TCGA-ZC-AAAA-01 Primary Solid Tumor THYM THYMPrimary Solid Tumor +TCGA-ZC-AAAF-01 Primary Solid Tumor THYM THYMPrimary Solid Tumor +TCGA-ZC-AAAH-01 Primary Solid Tumor THYM THYMPrimary Solid Tumor +TCGA-ZD-A8I3-01 Primary Solid Tumor CHOL CHOLPrimary Solid Tumor +TCGA-ZF-A9R0-01 Primary Solid Tumor BLCA BLCAPrimary Solid Tumor +TCGA-ZF-A9R1-01 Primary Solid Tumor BLCA BLCAPrimary Solid Tumor +TCGA-ZF-A9R2-01 Primary Solid Tumor BLCA BLCAPrimary Solid Tumor +TCGA-ZF-A9R3-01 Primary Solid Tumor BLCA BLCAPrimary Solid Tumor +TCGA-ZF-A9R4-01 Primary Solid Tumor BLCA BLCAPrimary Solid Tumor +TCGA-ZF-A9R5-01 Primary Solid Tumor BLCA BLCAPrimary Solid Tumor +TCGA-ZF-A9R7-01 Primary Solid Tumor BLCA BLCAPrimary Solid Tumor +TCGA-ZF-A9R9-01 Primary Solid Tumor BLCA BLCAPrimary Solid Tumor +TCGA-ZF-A9RC-01 Primary Solid Tumor BLCA BLCAPrimary Solid Tumor +TCGA-ZF-A9RD-01 Primary Solid Tumor BLCA BLCAPrimary Solid Tumor +TCGA-ZF-A9RE-01 Primary Solid Tumor BLCA BLCAPrimary Solid Tumor +TCGA-ZF-A9RF-01 Primary Solid Tumor BLCA BLCAPrimary Solid Tumor +TCGA-ZF-A9RL-01 Primary Solid Tumor BLCA BLCAPrimary Solid Tumor +TCGA-ZF-A9RM-01 Primary Solid Tumor BLCA BLCAPrimary Solid Tumor +TCGA-ZF-A9RN-01 Primary Solid Tumor BLCA BLCAPrimary Solid Tumor +TCGA-ZF-AA4N-01 Primary Solid Tumor BLCA BLCAPrimary Solid Tumor +TCGA-ZF-AA4R-01 Primary Solid Tumor BLCA BLCAPrimary Solid Tumor +TCGA-ZF-AA4T-01 Primary Solid Tumor BLCA BLCAPrimary Solid Tumor +TCGA-ZF-AA4U-01 Primary Solid Tumor BLCA BLCAPrimary Solid Tumor +TCGA-ZF-AA4V-01 Primary Solid Tumor BLCA BLCAPrimary Solid Tumor +TCGA-ZF-AA4W-01 Primary Solid Tumor BLCA BLCAPrimary Solid Tumor +TCGA-ZF-AA4X-01 Primary Solid Tumor BLCA BLCAPrimary Solid Tumor +TCGA-ZF-AA51-01 Primary Solid Tumor BLCA BLCAPrimary Solid Tumor +TCGA-ZF-AA52-01 Primary Solid Tumor BLCA BLCAPrimary Solid Tumor +TCGA-ZF-AA53-01 Primary Solid Tumor BLCA BLCAPrimary Solid Tumor +TCGA-ZF-AA54-01 Primary Solid Tumor BLCA BLCAPrimary Solid Tumor +TCGA-ZF-AA56-01 Primary Solid Tumor BLCA BLCAPrimary Solid Tumor +TCGA-ZF-AA58-01 Primary Solid Tumor BLCA BLCAPrimary Solid Tumor +TCGA-ZF-AA5H-01 Primary Solid Tumor BLCA BLCAPrimary Solid Tumor +TCGA-ZF-AA5N-01 Primary Solid Tumor BLCA BLCAPrimary Solid Tumor +TCGA-ZF-AA5P-01 Primary Solid Tumor BLCA BLCAPrimary Solid Tumor +TCGA-ZG-A8QW-01 Primary Solid Tumor PRAD PRADPrimary Solid Tumor +TCGA-ZG-A8QX-01 Primary Solid Tumor PRAD PRADPrimary Solid Tumor +TCGA-ZG-A8QY-01 Primary Solid Tumor PRAD PRADPrimary Solid Tumor +TCGA-ZG-A8QZ-01 Primary Solid Tumor PRAD PRADPrimary Solid Tumor +TCGA-ZG-A9KY-01 Primary Solid Tumor PRAD PRADPrimary Solid Tumor +TCGA-ZG-A9L0-01 Primary Solid Tumor PRAD PRADPrimary Solid Tumor +TCGA-ZG-A9L1-01 Primary Solid Tumor PRAD PRADPrimary Solid Tumor +TCGA-ZG-A9L2-01 Primary Solid Tumor PRAD PRADPrimary Solid Tumor +TCGA-ZG-A9L4-01 Primary Solid Tumor PRAD PRADPrimary Solid Tumor +TCGA-ZG-A9L5-01 Primary Solid Tumor PRAD PRADPrimary Solid Tumor +TCGA-ZG-A9L6-01 Primary Solid Tumor PRAD PRADPrimary Solid Tumor +TCGA-ZG-A9L9-01 Primary Solid Tumor PRAD PRADPrimary Solid Tumor +TCGA-ZG-A9LB-01 Primary Solid Tumor PRAD PRADPrimary Solid Tumor +TCGA-ZG-A9LM-01 Primary Solid Tumor PRAD PRADPrimary Solid Tumor +TCGA-ZG-A9LN-01 Primary Solid Tumor PRAD PRADPrimary Solid Tumor +TCGA-ZG-A9LS-01 Primary Solid Tumor PRAD PRADPrimary Solid Tumor +TCGA-ZG-A9LU-01 Primary Solid Tumor PRAD PRADPrimary Solid Tumor +TCGA-ZG-A9LY-01 Primary Solid Tumor PRAD PRADPrimary Solid Tumor +TCGA-ZG-A9LZ-01 Primary Solid Tumor PRAD PRADPrimary Solid Tumor +TCGA-ZG-A9M4-01 Primary Solid Tumor PRAD PRADPrimary Solid Tumor +TCGA-ZG-A9MC-01 Primary Solid Tumor PRAD PRADPrimary Solid Tumor +TCGA-ZG-A9N3-01 Primary Solid Tumor PRAD PRADPrimary Solid Tumor +TCGA-ZG-A9ND-01 Primary Solid Tumor PRAD PRADPrimary Solid Tumor +TCGA-ZG-A9NI-01 Primary Solid Tumor PRAD PRADPrimary Solid Tumor +TCGA-ZH-A8Y1-01 Primary Solid Tumor CHOL CHOLPrimary Solid Tumor +TCGA-ZH-A8Y2-01 Primary Solid Tumor CHOL CHOLPrimary Solid Tumor +TCGA-ZH-A8Y4-01 Primary Solid Tumor CHOL CHOLPrimary Solid Tumor +TCGA-ZH-A8Y5-01 Primary Solid Tumor CHOL CHOLPrimary Solid Tumor +TCGA-ZH-A8Y6-01 Primary Solid Tumor CHOL CHOLPrimary Solid Tumor +TCGA-ZH-A8Y8-01 Primary Solid Tumor CHOL CHOLPrimary Solid Tumor +TCGA-ZJ-A8QO-01 Primary Solid Tumor CESC CESCPrimary Solid Tumor +TCGA-ZJ-A8QQ-01 Primary Solid Tumor CESC CESCPrimary Solid Tumor +TCGA-ZJ-A8QR-01 Primary Solid Tumor CESC CESCPrimary Solid Tumor +TCGA-ZJ-AAX4-01 Primary Solid Tumor CESC CESCPrimary Solid Tumor +TCGA-ZJ-AAX8-01 Primary Solid Tumor CESC CESCPrimary Solid Tumor +TCGA-ZJ-AAXA-01 Primary Solid Tumor CESC CESCPrimary Solid Tumor +TCGA-ZJ-AAXB-01 Primary Solid Tumor CESC CESCPrimary Solid Tumor +TCGA-ZJ-AAXD-01 Primary Solid Tumor CESC CESCPrimary Solid Tumor +TCGA-ZJ-AAXF-01 Primary Solid Tumor CESC CESCPrimary Solid Tumor +TCGA-ZJ-AAXI-01 Primary Solid Tumor CESC CESCPrimary Solid Tumor +TCGA-ZJ-AAXJ-01 Primary Solid Tumor CESC CESCPrimary Solid Tumor +TCGA-ZJ-AAXN-01 Primary Solid Tumor CESC CESCPrimary Solid Tumor +TCGA-ZJ-AAXT-01 Primary Solid Tumor CESC CESCPrimary Solid Tumor +TCGA-ZJ-AAXU-01 Primary Solid Tumor CESC CESCPrimary Solid Tumor +TCGA-ZJ-AB0H-01 Primary Solid Tumor CESC CESCPrimary Solid Tumor +TCGA-ZJ-AB0I-01 Primary Solid Tumor CESC CESCPrimary Solid Tumor +TCGA-ZL-A9V6-01 Primary Solid Tumor THYM THYMPrimary Solid Tumor +TCGA-ZM-AA05-01 Primary Solid Tumor TGCT TGCTPrimary Solid Tumor +TCGA-ZM-AA06-01 Primary Solid Tumor TGCT TGCTPrimary Solid Tumor +TCGA-ZM-AA0B-01 Primary Solid Tumor TGCT TGCTPrimary Solid Tumor +TCGA-ZM-AA0D-01 Primary Solid Tumor TGCT TGCTPrimary Solid Tumor +TCGA-ZM-AA0E-01 Primary Solid Tumor TGCT TGCTPrimary Solid Tumor +TCGA-ZM-AA0F-01 Primary Solid Tumor TGCT TGCTPrimary Solid Tumor +TCGA-ZM-AA0H-01 Primary Solid Tumor TGCT TGCTPrimary Solid Tumor +TCGA-ZM-AA0N-01 Primary Solid Tumor TGCT TGCTPrimary Solid Tumor +TCGA-ZN-A9VO-01 Primary Solid Tumor MESO MESOPrimary Solid Tumor +TCGA-ZN-A9VP-01 Primary Solid Tumor MESO MESOPrimary Solid Tumor +TCGA-ZN-A9VQ-01 Primary Solid Tumor MESO MESOPrimary Solid Tumor +TCGA-ZN-A9VS-01 Primary Solid Tumor MESO MESOPrimary Solid Tumor +TCGA-ZN-A9VU-01 Primary Solid Tumor MESO MESOPrimary Solid Tumor +TCGA-ZN-A9VV-01 Primary Solid Tumor MESO MESOPrimary Solid Tumor +TCGA-ZN-A9VW-01 Primary Solid Tumor MESO MESOPrimary Solid Tumor +TCGA-ZP-A9CV-01 Primary Solid Tumor LIHC LIHCPrimary Solid Tumor +TCGA-ZP-A9CY-01 Primary Solid Tumor LIHC LIHCPrimary Solid Tumor +TCGA-ZP-A9CZ-01 Primary Solid Tumor LIHC LIHCPrimary Solid Tumor +TCGA-ZP-A9D0-01 Primary Solid Tumor LIHC LIHCPrimary Solid Tumor +TCGA-ZP-A9D1-01 Primary Solid Tumor LIHC LIHCPrimary Solid Tumor +TCGA-ZP-A9D2-01 Primary Solid Tumor LIHC LIHCPrimary Solid Tumor +TCGA-ZP-A9D4-01 Primary Solid Tumor LIHC LIHCPrimary Solid Tumor +TCGA-ZQ-A9CR-01 Primary Solid Tumor STAD STADPrimary Solid Tumor +TCGA-ZR-A9CJ-01 Primary Solid Tumor ESCA ESCAPrimary Solid Tumor +TCGA-ZS-A9CD-01 Primary Solid Tumor LIHC LIHCPrimary Solid Tumor +TCGA-ZS-A9CE-01 Primary Solid Tumor LIHC LIHCPrimary Solid Tumor +TCGA-ZS-A9CF-01 Primary Solid Tumor LIHC LIHCPrimary Solid Tumor +TCGA-ZS-A9CF-02 Recurrent Solid Tumor LIHC LIHCRecurrent Solid Tumor +TCGA-ZS-A9CG-01 Primary Solid Tumor LIHC LIHCPrimary Solid Tumor +TCGA-ZT-A8OM-01 Primary Solid Tumor THYM THYMPrimary Solid Tumor +TCGA-ZU-A8S4-01 Primary Solid Tumor CHOL CHOLPrimary Solid Tumor +TCGA-ZU-A8S4-11 Solid Tissue Normal CHOL CHOLSolid Tissue Normal +TCGA-ZX-AA5X-01 Primary Solid Tumor CESC CESCPrimary Solid Tumor diff --git a/environment.yml b/environment.yml new file mode 100644 index 0000000..da13649 --- /dev/null +++ b/environment.yml @@ -0,0 +1,10 @@ +name: pancancer-evaluation +channels: + - defaults +dependencies: + - numpy=1.16.5 + - pandas=0.24.2 + - python=3.6.9 + - pytest=5.4.3 + - scikit-learn=0.21.2 + diff --git a/pancancer_utilities/__init__.py b/pancancer_utilities/__init__.py new file mode 100644 index 0000000..e69de29 diff --git a/pancancer_utilities/config.py b/pancancer_utilities/config.py new file mode 100644 index 0000000..46d7704 --- /dev/null +++ b/pancancer_utilities/config.py @@ -0,0 +1,31 @@ +import pathlib + +repo_root = pathlib.Path(__file__).resolve().parent.parent + +# important subdirectories +data_dir = repo_root / 'data' + +# location of saved expression data +pancan_data = data_dir / 'pancancer_data.pkl' +rnaseq_data = data_dir / 'tcga_expression_matrix_processed.tsv.gz' +# mad_data = data_dir.joinpath('tcga_mad_genes.tsv').resolve() +sample_counts = data_dir / 'tcga_sample_counts.tsv' +sample_info = data_dir / 'tcga_sample_identifiers.tsv' + +# location of test data +test_data_dir = repo_root / 'tests' / 'data' +test_expression = test_data_dir / 'expression_subsampled.tsv.gz' + +# parameters for classification using raw gene expression +num_features_raw = 8000 + +# hyperparameters for classification experiments +filter_prop = 0.05 +filter_count = 15 +folds = 3 +max_iter = 200 +alphas = [0.1, 0.13, 0.15, 0.2, 0.25, 0.3] +l1_ratios = [0.15, 0.16, 0.2, 0.25, 0.3, 0.4] + +# default seed for random number generator +default_seed = 42 diff --git a/pancancer_utilities/data_utilities.py b/pancancer_utilities/data_utilities.py new file mode 100644 index 0000000..76698ef --- /dev/null +++ b/pancancer_utilities/data_utilities.py @@ -0,0 +1,99 @@ +import os +import sys + +import pandas as pd +import pickle as pkl +from sklearn.model_selection import KFold +from sklearn.preprocessing import MinMaxScaler + +import pancancer_utilities.config as cfg + +def load_expression_data(scale_input=False, verbose=False): + """Load and preprocess saved TCGA gene expression data. + + Arguments + --------- + subset_mad_genes (int): TODO still need to implement this + scale_input (bool): whether or not to scale the expression data + verbose (bool): whether or not to print verbose output + + Returns + ------- + rnaseq_df: samples x genes expression dataframe + """ + if verbose: + print('Loading gene expression data...', file=sys.stderr) + + rnaseq_df = pd.read_csv(cfg.rnaseq_data, index_col=0, sep='\t') + + # TODO: this needs to be added to data loading script + # if subset_mad_genes is not None: + # rnaseq_df = subset_genes_by_mad(rnaseq_df, cfg.mad_data, + # subset_mad_genes) + + # Scale RNAseq matrix the same way RNAseq was scaled for + # compression algorithms + if scale_input: + fitted_scaler = MinMaxScaler().fit(rnaseq_df) + rnaseq_df = pd.DataFrame( + fitted_scaler.transform(rnaseq_df), + columns=rnaseq_df.columns, + index=rnaseq_df.index, + ) + + return rnaseq_df + +def split_by_cancer_type(rnaseq_df, sample_info_df, holdout_cancer_type, + use_pancancer=False, num_folds=4, fold_no=1, + seed=cfg.default_seed): + """Split expression data into train and test sets. + + The test set will contain data from a single cancer type. The train set + will contain either the remaining data from that cancer type, or the + remaining data from that cancer type and data from all other cancer types + in the dataset. + + Arguments + --------- + rnaseq_df (pd.DataFrame): samples x genes expression dataframe + sample_info_df (pd.DataFrame): maps samples to cancer types + holdout_cancer_type (str): cancer type to hold out + use_pancancer (bool): whether or not to include pan-cancer data in train set + num_folds (int): number of cross-validation folds + fold_no (int): cross-validation fold to hold out + + Returns + ------- + rnaseq_train_df (pd.DataFrame): samples x genes train data + rnaseq_test_df (pd.DataFrame): samples x genes test data + """ + cancer_type_sample_ids = ( + sample_info_df.loc[sample_info_df.cancer_type == holdout_cancer_type] + .index + ) + cancer_type_df = rnaseq_df.loc[rnaseq_df.index.intersection(cancer_type_sample_ids), :] + + cancer_type_train_df, rnaseq_test_df = split_single_cancer_type( + cancer_type_df, num_folds, fold_no, seed) + + if use_pancancer: + pancancer_sample_ids = ( + sample_info_df.loc[~(sample_info_df.cancer_type == holdout_cancer_type)] + .index + ) + pancancer_df = rnaseq_df.loc[rnaseq_df.index.intersection(pancancer_sample_ids), :] + rnaseq_train_df = pd.concat((pancancer_df, cancer_type_train_df)) + else: + rnaseq_train_df = cancer_type_train_df + + return (rnaseq_train_df, rnaseq_test_df) + +def split_single_cancer_type(cancer_type_df, num_folds, fold_no, seed): + """Split data for a single cancer type into train and test sets.""" + kf = KFold(n_splits=num_folds, random_state=seed) + for fold, (train_ixs, test_ixs) in enumerate(kf.split(cancer_type_df)): + if fold == fold_no: + train_df = cancer_type_df.iloc[train_ixs] + test_df = cancer_type_df.iloc[test_ixs] + return train_df, test_df + diff --git a/setup.py b/setup.py new file mode 100644 index 0000000..f1d7180 --- /dev/null +++ b/setup.py @@ -0,0 +1,9 @@ +from setuptools import setup + +setup( + name='pancancer_evaluation', + author='Jake Crawford', + version='0.0.1', + description='Utility functions for TCGA pan-cancer evaluation', + packages=['pancancer_utilities'] +) diff --git a/tests/data/expression_subsampled.tsv.gz b/tests/data/expression_subsampled.tsv.gz new file mode 100644 index 0000000..81c6fdd Binary files /dev/null and b/tests/data/expression_subsampled.tsv.gz differ diff --git a/tests/test_cross_validation.py b/tests/test_cross_validation.py new file mode 100644 index 0000000..0f3e8af --- /dev/null +++ b/tests/test_cross_validation.py @@ -0,0 +1,57 @@ +""" +Test cases for cross-validation code in data_utilities.py +""" +import pytest +import pandas as pd + +import pancancer_utilities.config as cfg +import pancancer_utilities.data_utilities as du + +@pytest.fixture(scope='module') +def expression_data(): + """Load gene expression and sample info data from files""" + rnaseq_df = pd.read_csv(cfg.test_expression, index_col=0, sep='\t') + sample_info_df = pd.read_csv(cfg.sample_info, sep='\t', index_col='sample_id') + return rnaseq_df, sample_info_df + +def get_cancer_types(sample_info_df, sample_ids): + """Get cancer types from a list of sample ids""" + return set(sample_info_df.loc[sample_info_df.index.intersection(sample_ids), :] + .cancer_type.values) + +@pytest.mark.parametrize("cancer_type", ['BRCA', 'COAD', 'GBM']) +def test_cv_single_cancer(expression_data, cancer_type): + rnaseq_df, sample_info_df = expression_data + # testing the single cancer (non-pancancer) case + train_df_single, test_df_single = du.split_by_cancer_type( + rnaseq_df, sample_info_df, cancer_type) + + assert train_df_single.shape[1] == test_df_single.shape[1] + assert train_df_single.shape[1] == rnaseq_df.shape[1] + + train_cancer_types = get_cancer_types( + sample_info_df, train_df_single.index) + test_cancer_types = get_cancer_types( + sample_info_df, test_df_single.index) + + assert train_cancer_types == set([cancer_type]) + assert test_cancer_types == set([cancer_type]) + +@pytest.mark.parametrize("cancer_type", ['BRCA', 'COAD', 'GBM']) +def test_cv_pancancer(expression_data, cancer_type): + rnaseq_df, sample_info_df = expression_data + # testing the pancancer case + train_df_pancancer, test_df_pancancer = du.split_by_cancer_type( + rnaseq_df, sample_info_df, cancer_type, use_pancancer=True) + + assert train_df_pancancer.shape[1] == test_df_pancancer.shape[1] + assert train_df_pancancer.shape[1] == rnaseq_df.shape[1] + + train_cancer_types = get_cancer_types( + sample_info_df, train_df_pancancer.index) + test_cancer_types = get_cancer_types( + sample_info_df, test_df_pancancer.index) + + assert set([cancer_type]).issubset(train_cancer_types) + assert len(train_cancer_types) > len(set([cancer_type])) + assert test_cancer_types == set([cancer_type])