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The dataset generation failed because of a cast error
Error code: DatasetGenerationCastError
Exception: DatasetGenerationCastError
Message: An error occurred while generating the dataset
All the data files must have the same columns, but at some point there are 1 new columns ({'Label'}) and 672 missing columns ({'TCGA.S3.AA0Z.01', 'TCGA.AN.A0XP.01', 'TCGA.D8.A27V.01', 'TCGA.C8.A26X.01', 'TCGA.EW.A1OZ.01', 'TCGA.LL.A73Z.01', 'TCGA.A7.A26J.01', 'TCGA.E2.A1LL.01', 'TCGA.BH.A0GZ.01', 'TCGA.LD.A74U.01', 'TCGA.A2.A1G0.01', 'TCGA.EW.A1J6.01', 'TCGA.HN.A2OB.01', 'TCGA.E9.A1NF.01', 'TCGA.E9.A1NE.01', 'TCGA.OL.A5RW.01', 'TCGA.B6.A0WZ.01', 'TCGA.BH.A1FL.01', 'TCGA.AC.A2FF.01', 'TCGA.OL.A66K.01', 'TCGA.OL.A5RZ.01', 'TCGA.B6.A0RN.01', 'TCGA.EW.A1PG.01', 'TCGA.AR.A0TT.01', 'TCGA.E2.A10B.01', 'TCGA.BH.A1F0.01', 'TCGA.AC.A2FG.01', 'TCGA.C8.A1HF.01', 'TCGA.E9.A1N9.01', 'TCGA.A2.A0YT.01', 'TCGA.D8.A4Z1.01', 'TCGA.E2.A10C.01', 'TCGA.E9.A22G.01', 'TCGA.E9.A1NA.01', 'TCGA.3C.AALK.01', 'TCGA.OL.A6VR.01', 'TCGA.AC.A6NO.01', 'TCGA.B6.A0RI.01', 'TCGA.BH.A0H9.01', 'TCGA.B6.A0WT.01', 'TCGA.AR.A250.01', 'TCGA.E2.A570.01', 'TCGA.BH.A1EV.01', 'TCGA.BH.A0H7.01', 'TCGA.A2.A3XU.01', 'TCGA.D8.A1JF.01', 'TCGA.C8.A26Z.01', 'TCGA.A7.A26I.01', 'TCGA.PE.A5DE.01', 'TCGA.A1.A0SF.01', 'TCGA.AC.A2B8.01', 'TCGA.EW.A1IW.01', 'TCGA.D8.A1Y1.01', 'TCGA.A2.A0SW.01', 'TCGA.AR.A24N.01', 'TCGA.A7.A26E.01', 'TCGA.BH.A204.01', 'TCGA.EW.A1P8.01', 'TCGA.BH.A1EX.01', 'TCGA.A2.A0T1.01', 'TCGA.A2.A0YG.01', 'TCGA.AR.A24Q.01', 'TCGA.BH.A1FH.01', 'TCGA.B6.A40B.01', 'TCGA.C8.A273.01', 'TCGA.A2.A25E.01', 'TCGA.EW.A6SC.01', 'TCGA.AO.A0JM.01', 'TCGA.B6.A409.01', 'TCGA.EW.A1OV.01', 'TCGA.AO.A0JE.01', 'TCGA.BH.A0AW.01', 'TCGA.D8.A1X6.01', 'TCGA.OL.A97C.01', 'TCGA.BH.A0HA.01', 'TCGA.EW.A423.01', 'TCGA.A1.A0SG.01', 'TCGA.A2.A0YD.01', 'TCGA.EW.A1IZ.01'
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This happened while the csv dataset builder was generating data using
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'hf://datasets/AIBIC/MLOmics@6fda23b28756e26611f1e83a0ed39f654dd60ed9/Main_Dataset/Clustering_datasets/THCA/Aligned/THCA_CNV_aligned.csv', 'hf://datasets/AIBIC/MLOmics@6fda23b28756e26611f1e83a0ed39f654dd60ed9/Main_Dataset/Clustering_datasets/THCA/Aligned/THCA_Methy_aligned.csv', 'hf://datasets/AIBIC/MLOmics@6fda23b28756e26611f1e83a0ed39f654dd60ed9/Main_Dataset/Clustering_datasets/THCA/Aligned/THCA_mRNA_aligned.csv', 'hf://datasets/AIBIC/MLOmics@6fda23b28756e26611f1e83a0ed39f654dd60ed9/Main_Dataset/Clustering_datasets/THCA/Aligned/THCA_miRNA_aligned.csv', 'hf://datasets/AIBIC/MLOmics@6fda23b28756e26611f1e83a0ed39f654dd60ed9/Main_Dataset/Clustering_datasets/THCA/Aligned/survival_THCA.csv', 'hf://datasets/AIBIC/MLOmics@6fda23b28756e26611f1e83a0ed39f654dd60ed9/Main_Dataset/Clustering_datasets/THCA/Original/THCA_CNV.csv', 'hf://datasets/AIBIC/MLOmics@6fda23b28756e26611f1e83a0ed39f654dd60ed9/Main_Dataset/Clustering_datasets/THCA/Original/THCA_Methy.csv', 'hf://datasets/AIBIC/MLOmics@6fda23b28756e26611f1e83a0ed39f654dd60ed9/Main_Dataset/Clustering_datasets/THCA/Original/THCA_mRNA.csv', 'hf://datasets/AIBIC/MLOmics@6fda23b28756e26611f1e83a0ed39f654dd60ed9/Main_Dataset/Clustering_datasets/THCA/Original/THCA_miRNA.csv', 'hf://datasets/AIBIC/MLOmics@6fda23b28756e26611f1e83a0ed39f654dd60ed9/Main_Dataset/Clustering_datasets/THCA/Original/survival_THCA.csv', 'hf://datasets/AIBIC/MLOmics@6fda23b28756e26611f1e83a0ed39f654dd60ed9/Main_Dataset/Clustering_datasets/THCA/Top/THCA_CNV_top.csv', 'hf://datasets/AIBIC/MLOmics@6fda23b28756e26611f1e83a0ed39f654dd60ed9/Main_Dataset/Clustering_datasets/THCA/Top/THCA_Methy_top.csv', 'hf://datasets/AIBIC/MLOmics@6fda23b28756e26611f1e83a0ed39f654dd60ed9/Main_Dataset/Clustering_datasets/THCA/Top/THCA_mRNA_top.csv', 'hf://datasets/AIBIC/MLOmics@6fda23b28756e26611f1e83a0ed39f654dd60ed9/Main_Dataset/Clustering_datasets/THCA/Top/THCA_miRNA_top.csv', 'hf://datasets/AIBIC/MLOmics@6fda23b28756e26611f1e83a0ed39f654dd60ed9/Main_Dataset/Clustering_datasets/THCA/Top/survival_THCA.csv', 'hf://datasets/AIBIC/MLOmics@6fda23b28756e26611f1e83a0ed39f654dd60ed9/Main_Dataset/Clustering_datasets/THYM/Aligned/THYM_CNV_aligned.csv', 'hf://datasets/AIBIC/MLOmics@6fda23b28756e26611f1e83a0ed39f654dd60ed9/Main_Dataset/Clustering_datasets/THYM/Aligned/THYM_Methy_aligned.csv', 'hf://datasets/AIBIC/MLOmics@6fda23b28756e26611f1e83a0ed39f654dd60ed9/Main_Dataset/Clustering_datasets/THYM/Aligned/THYM_mRNA_aligned.csv', 'hf://datasets/AIBIC/MLOmics@6fda23b28756e26611f1e83a0ed39f654dd60ed9/Main_Dataset/Clustering_datasets/THYM/Aligned/THYM_miRNA_aligned.csv', 'hf://datasets/AIBIC/MLOmics@6fda23b28756e26611f1e83a0ed39f654dd60ed9/Main_Dataset/Clustering_datasets/THYM/Aligned/survival_THYM.csv', 'hf://datasets/AIBIC/MLOmics@6fda23b28756e26611f1e83a0ed39f654dd60ed9/Main_Dataset/Clustering_datasets/THYM/Original/THYM_CNV.csv', 'hf://datasets/AIBIC/MLOmics@6fda23b28756e26611f1e83a0ed39f654dd60ed9/Main_Dataset/Clustering_datasets/THYM/Original/THYM_Methy.csv', 'hf://datasets/AIBIC/MLOmics@6fda23b28756e26611f1e83a0ed39f654dd60ed9/Main_Dataset/Clustering_datasets/THYM/Original/THYM_mRNA.csv', 'hf://datasets/AIBIC/MLOmics@6fda23b28756e26611f1e83a0ed39f654dd60ed9/Main_Dataset/Clustering_datasets/THYM/Original/THYM_miRNA.csv', 'hf://datasets/AIBIC/MLOmics@6fda23b28756e26611f1e83a0ed39f654dd60ed9/Main_Dataset/Clustering_datasets/THYM/Original/survival_THYM.csv', 'hf://datasets/AIBIC/MLOmics@6fda23b28756e26611f1e83a0ed39f654dd60ed9/Main_Dataset/Clustering_datasets/THYM/Top/THYM_CNV_top.csv', 'hf://datasets/AIBIC/MLOmics@6fda23b28756e26611f1e83a0ed39f654dd60ed9/Main_Dataset/Clustering_datasets/THYM/Top/THYM_Methy_top.csv', 'hf://datasets/AIBIC/MLOmics@6fda23b28756e26611f1e83a0ed39f654dd60ed9/Main_Dataset/Clustering_datasets/THYM/Top/THYM_mRNA_top.csv', 'hf://datasets/AIBIC/MLOmics@6fda23b28756e26611f1e83a0ed39f654dd60ed9/Main_Dataset/Clustering_datasets/THYM/Top/THYM_miRNA_top.csv', 'hf://datasets/AIBIC/MLOmics@6fda23b28756e26611f1e83a0ed39f654dd60ed9/Main_Dataset/Clustering_datasets/THYM/Top/survival_THYM.csv', 'hf://datasets/AIBIC/MLOmics@6fda23b28756e26611f1e83a0ed39f654dd60ed9/Main_Dataset/Imputation_datasets/Imp-BRCA/Top/BRCA_CNV.csv', 'hf://datasets/AIBIC/MLOmics@6fda23b28756e26611f1e83a0ed39f654dd60ed9/Main_Dataset/Imputation_datasets/Imp-BRCA/Top/BRCA_Methy.csv', 'hf://datasets/AIBIC/MLOmics@6fda23b28756e26611f1e83a0ed39f654dd60ed9/Main_Dataset/Imputation_datasets/Imp-BRCA/Top/BRCA_mRNA.csv', 'hf://datasets/AIBIC/MLOmics@6fda23b28756e26611f1e83a0ed39f654dd60ed9/Main_Dataset/Imputation_datasets/Imp-BRCA/Top/BRCA_miRNA.csv', 'hf://datasets/AIBIC/MLOmics@6fda23b28756e26611f1e83a0ed39f654dd60ed9/Main_Dataset/Imputation_datasets/Imp-COAD/Top/COAD_CNV.csv', 'hf://datasets/AIBIC/MLOmics@6fda23b28756e26611f1e83a0ed39f654dd60ed9/Main_Dataset/Imputation_datasets/Imp-COAD/Top/COAD_Methy.csv', 'hf://datasets/AIBIC/MLOmics@6fda23b28756e26611f1e83a0ed39f654dd60ed9/Main_Dataset/Imputation_datasets/Imp-COAD/Top/COAD_mRNA.csv', 'hf://datasets/AIBIC/MLOmics@6fda23b28756e26611f1e83a0ed39f654dd60ed9/Main_Dataset/Imputation_datasets/Imp-COAD/Top/COAD_miRNA.csv', 'hf://datasets/AIBIC/MLOmics@6fda23b28756e26611f1e83a0ed39f654dd60ed9/Main_Dataset/Imputation_datasets/Imp-GBM/Top/GBM_CNV.csv', 'hf://datasets/AIBIC/MLOmics@6fda23b28756e26611f1e83a0ed39f654dd60ed9/Main_Dataset/Imputation_datasets/Imp-GBM/Top/GBM_Methy.csv', 'hf://datasets/AIBIC/MLOmics@6fda23b28756e26611f1e83a0ed39f654dd60ed9/Main_Dataset/Imputation_datasets/Imp-GBM/Top/GBM_mRNA.csv', 'hf://datasets/AIBIC/MLOmics@6fda23b28756e26611f1e83a0ed39f654dd60ed9/Main_Dataset/Imputation_datasets/Imp-GBM/Top/GBM_miRNA.csv', 'hf://datasets/AIBIC/MLOmics@6fda23b28756e26611f1e83a0ed39f654dd60ed9/Main_Dataset/Imputation_datasets/Imp-LGG/Top/LGG_CNV.csv', 'hf://datasets/AIBIC/MLOmics@6fda23b28756e26611f1e83a0ed39f654dd60ed9/Main_Dataset/Imputation_datasets/Imp-LGG/Top/LGG_Methy.csv', 'hf://datasets/AIBIC/MLOmics@6fda23b28756e26611f1e83a0ed39f654dd60ed9/Main_Dataset/Imputation_datasets/Imp-LGG/Top/LGG_mRNA.csv', 'hf://datasets/AIBIC/MLOmics@6fda23b28756e26611f1e83a0ed39f654dd60ed9/Main_Dataset/Imputation_datasets/Imp-LGG/Top/LGG_miRNA.csv', 'hf://datasets/AIBIC/MLOmics@6fda23b28756e26611f1e83a0ed39f654dd60ed9/Main_Dataset/Imputation_datasets/Imp-OV/Top/OV_CNV.csv', 'hf://datasets/AIBIC/MLOmics@6fda23b28756e26611f1e83a0ed39f654dd60ed9/Main_Dataset/Imputation_datasets/Imp-OV/Top/OV_Methy.csv', 'hf://datasets/AIBIC/MLOmics@6fda23b28756e26611f1e83a0ed39f654dd60ed9/Main_Dataset/Imputation_datasets/Imp-OV/Top/OV_mRNA.csv', 'hf://datasets/AIBIC/MLOmics@6fda23b28756e26611f1e83a0ed39f654dd60ed9/Main_Dataset/Imputation_datasets/Imp-OV/Top/OV_miRNA.csv']
Please either edit the data files to have matching columns, or separate them into different configurations (see docs at https://hf.co/docs/hub/datasets-manual-configuration#multiple-configurations)
Traceback: Traceback (most recent call last):
File "/usr/local/lib/python3.14/site-packages/datasets/builder.py", line 1837, in _prepare_split_single
writer.write_table(table)
~~~~~~~~~~~~~~~~~~^^^^^^^
File "/usr/local/lib/python3.14/site-packages/datasets/arrow_writer.py", line 765, in write_table
self._write_table(pa_table, writer_batch_size=writer_batch_size)
~~~~~~~~~~~~~~~~~^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "/usr/local/lib/python3.14/site-packages/datasets/arrow_writer.py", line 773, in _write_table
pa_table = table_cast(pa_table, self._schema)
File "/usr/local/lib/python3.14/site-packages/datasets/table.py", line 2369, in table_cast
return cast_table_to_schema(table, schema)
File "/usr/local/lib/python3.14/site-packages/datasets/table.py", line 2297, in cast_table_to_schema
raise CastError(
...<3 lines>...
)
datasets.table.CastError: Couldn't cast
Label: int64
-- schema metadata --
pandas: '{"index_columns": [{"kind": "range", "name": null, "start": 0, "' + 386
to
{'Unnamed: 0': Value('string'), 'TCGA.3C.AAAU.01': Value('float64'), 'TCGA.3C.AALI.01': Value('float64'), 'TCGA.3C.AALJ.01': Value('float64'), 'TCGA.3C.AALK.01': Value('float64'), 'TCGA.5L.AAT0.01': Value('float64'), 'TCGA.5T.A9QA.01': Value('float64'), 'TCGA.A1.A0SB.01': Value('float64'), 'TCGA.A1.A0SE.01': Value('float64'), 'TCGA.A1.A0SF.01': Value('float64'), 'TCGA.A1.A0SG.01': Value('float64'), 'TCGA.A1.A0SH.01': Value('float64'), 'TCGA.A1.A0SI.01': Value('float64'), 'TCGA.A1.A0SJ.01': Value('float64'), 'TCGA.A1.A0SK.01': Value('float64'), 'TCGA.A1.A0SO.01': Value('float64'), 'TCGA.A1.A0SP.01': Value('float64'), 'TCGA.A1.A0SQ.01': Value('float64'), 'TCGA.A2.A04R.01': Value('float64'), 'TCGA.A2.A0CK.01': Value('float64'), 'TCGA.A2.A0CR.01': Value('float64'), 'TCGA.A2.A0CT.01': Value('float64'), 'TCGA.A2.A0EN.01': Value('float64'), 'TCGA.A2.A0EP.01': Value('float64'), 'TCGA.A2.A0EU.01': Value('float64'), 'TCGA.A2.A0ST.01': Value('float64'), 'TCGA.A2.A0SU.01': Value('float64'), 'TCGA.A2.A0SV.01': Value('float64'), 'TCGA.A2.A0SW.01': Value('float64'), 'TCGA.A2.A0SX.01': Value('float64'), 'TCGA.A2.A0SY.01': Value('float64'), 'TCGA.A2.A0T0.01': Value('float64'), 'TCGA.A2.A0T1.01': Value('float64'), 'TCGA.A2.A0T2.01': Value('float64'), 'TCGA.A2.A0T4.01': Value('float64'), 'TCGA.A2.A0T5.01': Value('float64'), 'TCGA.A2.A0T6.01': Value('float64'), 'TCGA.A2.A0T7.01': Value('float64'), 'TCGA.A2.A0YC.01': Value('float64'), 'TCGA.A2.A0YD.01': Value('float64'), 'TCGA.A2.A0YF.01': Value(
...
': Value('float64'), 'TCGA.OL.A5S0.01': Value('float64'), 'TCGA.OL.A66H.01': Value('float64'), 'TCGA.OL.A66I.01': Value('float64'), 'TCGA.OL.A66J.01': Value('float64'), 'TCGA.OL.A66K.01': Value('float64'), 'TCGA.OL.A66L.01': Value('float64'), 'TCGA.OL.A66N.01': Value('float64'), 'TCGA.OL.A66O.01': Value('float64'), 'TCGA.OL.A66P.01': Value('float64'), 'TCGA.OL.A6VO.01': Value('float64'), 'TCGA.OL.A6VQ.01': Value('float64'), 'TCGA.OL.A6VR.01': Value('float64'), 'TCGA.OL.A97C.01': Value('float64'), 'TCGA.PE.A5DC.01': Value('float64'), 'TCGA.PE.A5DD.01': Value('float64'), 'TCGA.PE.A5DE.01': Value('float64'), 'TCGA.PL.A8LV.01': Value('float64'), 'TCGA.PL.A8LX.01': Value('float64'), 'TCGA.PL.A8LY.01': Value('float64'), 'TCGA.PL.A8LZ.01': Value('float64'), 'TCGA.S3.A6ZF.01': Value('float64'), 'TCGA.S3.A6ZG.01': Value('float64'), 'TCGA.S3.A6ZH.01': Value('float64'), 'TCGA.S3.AA0Z.01': Value('float64'), 'TCGA.S3.AA10.01': Value('float64'), 'TCGA.S3.AA11.01': Value('float64'), 'TCGA.S3.AA12.01': Value('float64'), 'TCGA.S3.AA14.01': Value('float64'), 'TCGA.S3.AA15.01': Value('float64'), 'TCGA.S3.AA17.01': Value('float64'), 'TCGA.UL.AAZ6.01': Value('float64'), 'TCGA.UU.A93S.01': Value('float64'), 'TCGA.V7.A7HQ.01': Value('float64'), 'TCGA.W8.A86G.01': Value('float64'), 'TCGA.WT.AB41.01': Value('float64'), 'TCGA.WT.AB44.01': Value('float64'), 'TCGA.XX.A899.01': Value('float64'), 'TCGA.XX.A89A.01': Value('float64'), 'TCGA.Z7.A8R5.01': Value('float64'), 'TCGA.Z7.A8R6.01': Value('float64')}
because column names don't match
During handling of the above exception, another exception occurred:
Traceback (most recent call last):
File "/src/services/worker/src/worker/job_runners/config/parquet_and_info.py", line 1369, in compute_config_parquet_and_info_response
parquet_operations, partial, estimated_dataset_info = stream_convert_to_parquet(
~~~~~~~~~~~~~~~~~~~~~~~~~^
builder, max_dataset_size_bytes=max_dataset_size_bytes
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
)
^
File "/src/services/worker/src/worker/job_runners/config/parquet_and_info.py", line 948, in stream_convert_to_parquet
builder._prepare_split(split_generator=splits_generators[split], file_format="parquet")
~~~~~~~~~~~~~~~~~~~~~~^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "/usr/local/lib/python3.14/site-packages/datasets/builder.py", line 1683, in _prepare_split
for job_id, done, content in self._prepare_split_single(
~~~~~~~~~~~~~~~~~~~~~~~~~~^
gen_kwargs=gen_kwargs, job_id=job_id, **_prepare_split_args
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
):
^
File "/usr/local/lib/python3.14/site-packages/datasets/builder.py", line 1839, in _prepare_split_single
raise DatasetGenerationCastError.from_cast_error(
...<4 lines>...
)
datasets.exceptions.DatasetGenerationCastError: An error occurred while generating the dataset
All the data files must have the same columns, but at some point there are 1 new columns ({'Label'}) and 672 missing columns ({'TCGA.S3.AA0Z.01', 'TCGA.AN.A0XP.01', 'TCGA.D8.A27V.01', 'TCGA.C8.A26X.01', 'TCGA.EW.A1OZ.01', 'TCGA.LL.A73Z.01', 'TCGA.A7.A26J.01', 'TCGA.E2.A1LL.01', 'TCGA.BH.A0GZ.01', 'TCGA.LD.A74U.01', 'TCGA.A2.A1G0.01', 'TCGA.EW.A1J6.01', 'TCGA.HN.A2OB.01', 'TCGA.E9.A1NF.01', 'TCGA.E9.A1NE.01', 'TCGA.OL.A5RW.01', 'TCGA.B6.A0WZ.01', 'TCGA.BH.A1FL.01', 'TCGA.AC.A2FF.01', 'TCGA.OL.A66K.01', 'TCGA.OL.A5RZ.01', 'TCGA.B6.A0RN.01', 'TCGA.EW.A1PG.01', 'TCGA.AR.A0TT.01', 'TCGA.E2.A10B.01', 'TCGA.BH.A1F0.01', 'TCGA.AC.A2FG.01', 'TCGA.C8.A1HF.01', 'TCGA.E9.A1N9.01', 'TCGA.A2.A0YT.01', 'TCGA.D8.A4Z1.01', 'TCGA.E2.A10C.01', 'TCGA.E9.A22G.01', 'TCGA.E9.A1NA.01', 'TCGA.3C.AALK.01', 'TCGA.OL.A6VR.01', 'TCGA.AC.A6NO.01', 'TCGA.B6.A0RI.01', 'TCGA.BH.A0H9.01', 'TCGA.B6.A0WT.01', 'TCGA.AR.A250.01', 'TCGA.E2.A570.01', 'TCGA.BH.A1EV.01', 'TCGA.BH.A0H7.01', 'TCGA.A2.A3XU.01', 'TCGA.D8.A1JF.01', 'TCGA.C8.A26Z.01', 'TCGA.A7.A26I.01', 'TCGA.PE.A5DE.01', 'TCGA.A1.A0SF.01', 'TCGA.AC.A2B8.01', 'TCGA.EW.A1IW.01', 'TCGA.D8.A1Y1.01', 'TCGA.A2.A0SW.01', 'TCGA.AR.A24N.01', 'TCGA.A7.A26E.01', 'TCGA.BH.A204.01', 'TCGA.EW.A1P8.01', 'TCGA.BH.A1EX.01', 'TCGA.A2.A0T1.01', 'TCGA.A2.A0YG.01', 'TCGA.AR.A24Q.01', 'TCGA.BH.A1FH.01', 'TCGA.B6.A40B.01', 'TCGA.C8.A273.01', 'TCGA.A2.A25E.01', 'TCGA.EW.A6SC.01', 'TCGA.AO.A0JM.01', 'TCGA.B6.A409.01', 'TCGA.EW.A1OV.01', 'TCGA.AO.A0JE.01', 'TCGA.BH.A0AW.01', 'TCGA.D8.A1X6.01', 'TCGA.OL.A97C.01', 'TCGA.BH.A0HA.01', 'TCGA.EW.A423.01', 'TCGA.A1.A0SG.01', 'TCGA.A2.A0YD.01', 'TCGA.EW.A1IZ.01'
...
'TCGA.AN.A0XU.01', 'TCGA.E2.A1IG.01', 'TCGA.D8.A1XM.01', 'TCGA.BH.A1ET.01', 'TCGA.E9.A243.01', 'TCGA.AR.A1AO.01', 'TCGA.D8.A1XB.01', 'TCGA.B6.A0RV.01', 'TCGA.C8.A26V.01', 'TCGA.E9.A22H.01', 'TCGA.BH.A1EU.01', 'TCGA.E2.A1B4.01', 'TCGA.A2.A0SY.01', 'TCGA.AO.A0JA.01', 'TCGA.AR.A0U2.01', 'TCGA.A7.A5ZW.01', 'TCGA.E9.A1RG.01', 'TCGA.E9.A22A.01', 'TCGA.D8.A1JC.01', 'TCGA.B6.A0RS.01', 'TCGA.GM.A2DK.01', 'TCGA.AO.A0JC.01', 'TCGA.A7.A425.01', 'TCGA.E9.A1R2.01', 'TCGA.Z7.A8R6.01', 'TCGA.OL.A5D8.01', 'TCGA.D8.A73U.01', 'TCGA.AR.A24P.01', 'TCGA.EW.A1IX.01', 'TCGA.GM.A2DA.01', 'TCGA.A1.A0SO.01', 'TCGA.AR.A0TZ.01', 'TCGA.D8.A27R.01', 'TCGA.B6.A0X5.01', 'TCGA.EW.A1J1.01', 'TCGA.A2.A3XW.01', 'TCGA.D8.A1XR.01', 'TCGA.AO.A12G.01', 'TCGA.B6.A0IK.01', 'TCGA.BH.A1FE.01', 'TCGA.BH.A0HX.01', 'TCGA.OL.A66O.01', 'TCGA.E2.A108.01', 'TCGA.A2.A25A.01', 'TCGA.BH.A0BZ.01', 'TCGA.BH.A0GY.01', 'TCGA.Z7.A8R5.01', 'TCGA.C8.A1HG.01', 'TCGA.B6.A0X4.01', 'TCGA.A2.A0YL.01', 'TCGA.W8.A86G.01', 'TCGA.AR.A0TQ.01', 'TCGA.BH.A0H0.01', 'TCGA.AO.A03U.01', 'TCGA.A7.A5ZV.01', 'TCGA.AR.A5QP.01', 'TCGA.AC.A6IW.01', 'TCGA.AC.A3HN.01', 'TCGA.AO.A126.01', 'TCGA.BH.A1FJ.01', 'TCGA.BH.A0HI.01', 'TCGA.AR.A0TX.01', 'TCGA.D8.A1XG.01', 'TCGA.BH.A0RX.01', 'TCGA.BH.A0B9.01', 'TCGA.AR.A1AU.01', 'TCGA.A2.A0YC.01', 'TCGA.C8.A8HP.01', 'TCGA.A2.A25C.01', 'TCGA.D8.A1JI.01', 'TCGA.BH.A1EW.01', 'TCGA.BH.A1F6.01', 'TCGA.D8.A1XL.01', 'TCGA.E2.A10F.01', 'TCGA.C8.A275.01', 'TCGA.EW.A1J5.01', 'TCGA.A2.A1FX.01', 'TCGA.D8.A1Y0.01', 'TCGA.AR.A2LN.01'}).
This happened while the csv dataset builder was generating data using
hf://datasets/AIBIC/MLOmics/Main_Dataset/Classification_datasets/GS-BRCA/Aligned/BRCA_label_num.csv (at revision 6fda23b28756e26611f1e83a0ed39f654dd60ed9), ['hf://datasets/AIBIC/MLOmics@6fda23b28756e26611f1e83a0ed39f654dd60ed9/Main_Dataset/Classification_datasets/GS-BRCA/Aligned/BRCA_CNV_aligned.csv', 'hf://datasets/AIBIC/MLOmics@6fda23b28756e26611f1e83a0ed39f654dd60ed9/Main_Dataset/Classification_datasets/GS-BRCA/Aligned/BRCA_Methy_aligned.csv', 'hf://datasets/AIBIC/MLOmics@6fda23b28756e26611f1e83a0ed39f654dd60ed9/Main_Dataset/Classification_datasets/GS-BRCA/Aligned/BRCA_label_num.csv', 'hf://datasets/AIBIC/MLOmics@6fda23b28756e26611f1e83a0ed39f654dd60ed9/Main_Dataset/Classification_datasets/GS-BRCA/Aligned/BRCA_mRNA_aligned.csv', 'hf://datasets/AIBIC/MLOmics@6fda23b28756e26611f1e83a0ed39f654dd60ed9/Main_Dataset/Classification_datasets/GS-BRCA/Aligned/BRCA_miRNA_aligned.csv', 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'hf://datasets/AIBIC/MLOmics@6fda23b28756e26611f1e83a0ed39f654dd60ed9/Main_Dataset/Imputation_datasets/Imp-LGG/Top/LGG_CNV.csv', 'hf://datasets/AIBIC/MLOmics@6fda23b28756e26611f1e83a0ed39f654dd60ed9/Main_Dataset/Imputation_datasets/Imp-LGG/Top/LGG_Methy.csv', 'hf://datasets/AIBIC/MLOmics@6fda23b28756e26611f1e83a0ed39f654dd60ed9/Main_Dataset/Imputation_datasets/Imp-LGG/Top/LGG_mRNA.csv', 'hf://datasets/AIBIC/MLOmics@6fda23b28756e26611f1e83a0ed39f654dd60ed9/Main_Dataset/Imputation_datasets/Imp-LGG/Top/LGG_miRNA.csv', 'hf://datasets/AIBIC/MLOmics@6fda23b28756e26611f1e83a0ed39f654dd60ed9/Main_Dataset/Imputation_datasets/Imp-OV/Top/OV_CNV.csv', 'hf://datasets/AIBIC/MLOmics@6fda23b28756e26611f1e83a0ed39f654dd60ed9/Main_Dataset/Imputation_datasets/Imp-OV/Top/OV_Methy.csv', 'hf://datasets/AIBIC/MLOmics@6fda23b28756e26611f1e83a0ed39f654dd60ed9/Main_Dataset/Imputation_datasets/Imp-OV/Top/OV_mRNA.csv', 'hf://datasets/AIBIC/MLOmics@6fda23b28756e26611f1e83a0ed39f654dd60ed9/Main_Dataset/Imputation_datasets/Imp-OV/Top/OV_miRNA.csv']
Please either edit the data files to have matching columns, or separate them into different configurations (see docs at https://hf.co/docs/hub/datasets-manual-configuration#multiple-configurations)Need help to make the dataset viewer work? Make sure to review how to configure the dataset viewer, and open a discussion for direct support.
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KLHL7 | 0.835995 | 1.054903 | -0.767483 | -0.398942 | -0.38324 | -2.09571 | -0.32274 | -0.28487 | 0.538575 | -0.401713 | -0.325973 | 0.08321 | 0.621705 | -0.941594 | 3.273079 | -0.530102 | -0.238687 | -0.035019 | -0.377698 | -0.32782 | 2.343874 | -0.269629 | -0.407255 | -0.253003 | -0.223908 | -0.30011 | 0.139091 | 0.904808 | -1.854634 | -0.364305 | -0.008695 | 0.462373 | 1.343086 | -0.019779 | -0.59014 | -0.36569 | -0.250232 | -0.355068 | -0.538877 | -0.212824 | 0.90296 | 0.371393 | -0.315351 | -0.329667 | -0.307961 | -0.742083 | -1.38957 | 2.880984 | 1.560146 | 0.004237 | -0.583213 | 0.531186 | -1.164196 | 1.552757 | -0.284408 | -0.500545 | -0.271015 | -0.082588 | -0.099675 | -0.475606 | -0.280713 | -0.493156 | -0.495003 | -0.412797 | -0.375389 | -0.024397 | -0.603995 | 0.213446 | -0.555965 | 0.404183 | -0.741159 | -1.907283 | 1.532898 | 1.186063 | 0.998098 | 0.052267 | 3.382302 | 0.015782 | 0.841306 | -0.303343 | 0.738548 | -1.738715 | -0.692205 | -1.469929 | -0.446973 | 0.23469 | 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-0.322278 | -0.441892 | -0.360148 | -0.2119 | 0.18666 | -0.479763 | 0.038874 | 0.266557 | 0.527492 | -0.170336 | 0.061966 | -0.588293 | -0.253465 | -0.072427 | 0.049034 | 1.178674 | 0.632789 | 1.091849 | 1.194376 | -2.271668 | -0.63032 | -0.294106 | 0.237461 | -1.358166 | 0.60277 | -0.488075 | -0.036404 | -0.035481 | 0.095679 | 0.821216 | -1.866642 | -0.024397 | -0.115378 | 0.115538 | -1.426979 | -1.645887 | 1.114017 | 0.999021 | -0.566587 | 0.530263 | 0.356152 | 0.971311 | 0.391251 | -0.224832 | -0.303343 | -0.337518 | -1.064903 | -0.19158 | -0.399866 | -0.318122 | -0.572591 | -0.244229 | 1.923608 | -0.261316 | -0.599377 | -0.490385 | 0.608312 | -0.174492 | -0.308423 | -1.668978 | 0.779651 | -0.179572 | 0.096603 | -2.408832 | 3.333578 | -0.031786 | 0.884487 | -0.355992 | -1.24086 | 0.253164 | 0.3834 | -0.385549 | 1.128796 | -0.57998 | 0.07074 | -0.348141 | -2.025512 | -0.329206 | -0.392938 | -0.032248 | 0.806899 | -0.386011 | -1.478704 | -0.355068 | -0.687587 | 0.308122 | -0.770254 | -0.606766 | 0.927437 | -0.430808 | -0.307038 | -0.247 | -0.667266 | -0.484381 | 0.477152 | 0.310893 | -0.543495 | -0.198507 | 0.807361 | -0.489461 | 0.245774 | 0.904808 | -0.420186 | -0.404946 | -1.075525 | -0.419263 | -0.413259 | -0.323202 | 0.096141 | -0.291335 | -0.138931 | 0.643411 | 0.000542 | -0.397557 | -0.286717 | 1.011953 | 0.271175 | 1.198532 | -0.325973 | -0.552732 | 0.614316 | -0.425728 | -0.460366 | -2.958873 | 0.193126 | -0.222061 | -0.044256 | -0.091824 | -0.36061 | -1.170662 | 0.423579 | 0.502091 | 0.939445 | -0.299648 | 0.503476 | 1.966096 | -0.065038 | 1.672371 | -0.031786 | 0.728388 | 1.035044 | 0.250393 | -0.275171 | 0.941754 | 0.177885 | 2.274599 | 0.883102 | 0.288263 | 2.054306 | -0.313041 | 0.00008 | -0.445125 | 0.355228 | -0.233606 | -0.191118 | 2.069546 | 1.820157 | -0.523636 | -0.491308 | 0.648491 | 0.539499 | 0.316896 | 0.260091 | -0.535182 | -2.447164 | 0.535804 | 0.185275 | 0.163568 | -0.393862 | 0.170496 | -0.36061 | -0.112607 | -0.056725 | -0.264087 | 0.195435 | -0.383702 | 0.508556 | -2.478568 | -0.281175 | -0.340751 | 1.231322 | -0.408641 | 11.032306 | -0.797502 | 0.62032 | 1.05167 | 1.386036 | -0.29503 | -0.372156 | -0.225755 | 0.327057 | -1.612173 | -0.222984 | -1.577997 | 0.14879 | -0.250232 | -0.115839 | -0.235454 | 0.359847 | -0.31027 | 0.347839 | -0.323664 | -0.627087 | -0.50932 | -2.191309 | 0.023634 | -0.290412 | -0.454824 | 0.869709 | 4.539882 | -0.248847 | 1.603558 | 0.594919 | 0.303042 | -0.5749 | -0.588755 | 0.978239 | 0.085981 | 0.576446 | -0.02255 | -0.398018 | -0.173107 | -0.157866 | -0.062729 | 0.013473 | 0.026405 | 0.808747 | 0.04026 | -1.159578 | -0.329667 | 0.417576 | 1.498261 | -0.208206 | -0.239148 | 1.574925 | 1.295517 | 0.24716 | 0.046725 | -1.923447 | 0.368622 | -0.331515 | 1.400814 | -0.327358 | -0.47653 | -0.380931 | -0.488999 | -2.156672 | -0.353683 | -0.422957 | -0.415568 | 0.920972 | -0.41095 | 0.048572 | -0.50193 | -0.179572 | -0.308423 | 0.090599 | -0.065038 | -0.436812 | -0.228526 | 0.472072 | -0.488999 | -0.392938 | -1.602013 | 1.272887 | 0.69606 | -0.422034 | -1.224235 | -0.621545 | 1.116326 | -0.661262 | -1.120323 | 1.471937 | 1.478864 | -0.441892 | -0.029939 | 0.216217 | -0.556888 | -0.505625 | -0.506087 | -0.014698 | 3.611601 | 0.749632 | -0.32274 | 1.421135 | -0.013313 | 1.315376 | -0.220213 | -0.197122 | 0.92051 | -0.31766 | 1.028578 | -0.135236 | 0.252702 | 0.165416 | -0.35045 | -0.443278 | 1.587856 | 0.108611 | 0.217141 | 0.710377 | -1.937302 | 0.48916 | -0.413259 | -0.143088 | 0.807823 | -1.063517 | 0.436973 | 1.303368 | 0.98609 | -0.43866 | -0.236377 | -0.010542 | -0.061805 | 1.452078 | 0.878945 | 2.6279 | -0.344446 | 0.139091 | -0.168026 | 1.064139 | -0.44374 | 0.084595 | -0.473297 | -0.81967 |
DLX2 | -0.871482 | 0.350722 | -1.369823 | 0.045027 | 0.081364 | -7.067292 | 0.193837 | 0.294774 | -0.087633 | 0.107896 | 0.122316 | 0.229021 | -0.880134 | 0.795422 | 1.330101 | 0.352453 | 0.316692 | 0.639691 | 0.156346 | 0.20941 | -1.077971 | 0.090016 | 0.228444 | -1.328872 | 0.329958 | 0.254399 | 0.057139 | -0.180495 | 1.018061 | 0.159807 | 0.281508 | -0.196645 | -1.661676 | 0.536447 | -0.072637 | 0.162114 | -0.301043 | 0.137889 | -0.042067 | 0.262474 | -0.503494 | -1.243508 | 0.236519 | 0.201335 | 0.212871 | 1.04517 | -0.979341 | 2.913949 | -0.907243 | -0.719788 | -0.106667 | -0.487921 | -0.737668 | 0.068675 | 0.255553 | 0.036375 | 0.266512 | 3.608973 | 0.508184 | 0.079057 | 0.261898 | 0.336879 | -0.013805 | 0.003499 | 0.243441 | 0.130391 | 0.258437 | 0.84791 | 0.478768 | 0.851947 | -0.282009 | 0.804074 | -0.124547 | 1.066511 | -2.154826 | -0.493112 | 0.044162 | 0.452236 | 0.213736 | 0.270549 | -0.245095 | 0.183455 | -0.261822 | 0.500686 | 0.124623 | -0.821879 | -0.102053 | 1.529091 | 0.756778 | -0.54906 | 0.005806 | 0.055986 | 0.423397 | 1.412004 | 0.538754 | 0.310347 | -2.232115 | -2.66874 | -0.59751 | 0.613159 | 0.016765 | -0.431396 | 1.231471 | 0.043873 | 0.616043 | -3.967657 | 0.182878 | -0.228368 | 0.112511 | 0.186916 | 0.316115 | -0.065427 | 0.016765 | 0.079057 | 0.063484 | 0.073866 | -0.56521 | 0.0283 | -0.075521 | 0.635077 | 0.973072 | 0.22556 | 0.053102 | -0.753818 | 1.417772 | 0.06233 | -0.693833 | 0.220369 | -0.305081 | 0.512222 | -2.603563 | 0.449352 | -0.592319 | 0.347262 | 0.099821 | -0.052449 | 3.741633 | -0.344302 | -0.870329 | 0.021956 | 0.43724 | 0.922892 | 0.197298 | 0.499532 | 0.506454 | -0.436011 | 0.992682 | 0.180571 | 0.770621 | 2.713805 | 0.074443 | -1.96218 | 0.346685 | 0.09463 | 0.459158 | -3.295127 | 0.327074 | -0.316616 | 0.873288 | -0.162038 | 0.432049 | -0.292391 | -0.820148 | -0.723826 | 0.009266 | 0.277471 | 0.246324 | 0.19326 | -0.13493 | -2.195777 | -0.216833 | 0.171343 | -1.295995 | 1.069395 | -0.131469 | 0.168459 | 0.928083 | 0.179994 | 0.158653 | 0.061177 | -0.64769 | 0.276894 | 1.477757 | 0.413592 | -2.808898 | -0.153963 | 0.084248 | 0.327651 | -0.05418 | 0.167305 | -1.738388 | 0.341494 | 0.340917 | 0.675451 | 0.570477 | -0.624042 | 0.257283 | 0.025416 | 0.106166 | -2.282872 | -3.022308 | -0.673645 | 0.482229 | -0.115319 | -0.031108 | 0.260167 | 0.212294 | 0.423974 | -0.261245 | 0.733707 | 0.416476 | -0.168383 | -1.885468 | -0.364489 | 0.008113 | 0.16096 | 0.349569 | -0.997798 | 0.341494 | -0.150503 | 0.408401 | 0.01215 | 0.197875 | 0.094054 | -1.421157 | 0.055409 | 0.114818 | 0.305733 | 0.169035 | -0.411786 | 0.158653 | -0.234713 | -0.125701 | 0.317846 | 0.662762 | 0.116548 | 0.152885 | 0.214025 | 1.792681 | -0.058794 | 0.035222 | 0.133275 | 0.569323 | 1.808254 | -0.098015 | -0.994914 | 0.112511 | 0.19153 | 0.422243 | 0.495495 | 0.5053 | 0.034068 | 1.63695 | 0.05887 | 0.434356 | 0.103859 | -0.824474 | 0.186339 | -0.303927 | -0.540408 | 0.350722 | -0.223754 | -0.328729 | -0.11878 | 0.072136 | -0.012075 | 0.917124 | 0.287853 | 1.016907 | 0.554327 | 0.625848 | -1.276961 | 0.378408 | 0.274587 | 0.246901 | -0.326998 | -0.003423 | 0.071559 | 0.25613 | 0.114241 | 0.819071 | 0.197875 | 0.337456 | -0.107821 | 0.269396 | -0.997798 | 0.103859 | -1.557855 | -0.043798 | -2.761025 | -0.590589 | 0.6022 | 0.477615 | 0.055409 | -0.209335 | -0.791309 | -0.15281 | 0.166152 | 0.107896 | 0.152885 | 0.096937 | 0.19153 | -1.748193 | 0.074443 | -0.276818 | 0.88021 | 0.151155 | -0.012075 | 1.562545 | 1.266078 | -0.305657 | 0.1575 | 0.354183 | -0.52945 | -0.286624 | -0.564633 | 0.875595 | 0.479922 | 1.02902 | -1.264272 | 1.636373 | -0.870329 | 0.368026 | 0.032914 | -0.346032 | 0.378985 | 0.222676 | -2.051005 | 1.732119 | 0.220946 | 0.126353 | 0.626425 | -1.885468 | 0.567016 | -4.053597 | 0.252669 | 1.313374 | 0.220946 | 0.079634 | 0.174226 | 0.068098 | -2.22404 | -0.181072 | -0.557712 | -0.58136 | -0.035723 | 0.248632 | 0.088286 | 0.150002 | 0.325921 | -2.029087 | -0.921086 | -0.25144 | 1.142069 | -0.723826 | 0.651227 | -0.114165 | -0.223177 | 0.365142 | 0.490304 | 2.762831 | 0.641421 | 1.589653 | -2.201545 | 0.10732 | 1.858435 | -0.091671 | 0.236519 | -0.846104 | 1.143223 | -0.431396 | 0.081364 | 0.590087 | 0.513952 | 0.320153 | 1.494484 | 0.502993 | 0.693909 | 0.115971 | 0.144811 | 0.037529 | 0.549713 | -0.36622 | 0.701983 | -0.001116 | -0.712867 | 0.475308 | 1.888427 | -0.471771 | 0.312078 | 0.266512 | 0.203066 | -0.656919 | -0.032839 | 0.001191 | -1.350213 | -0.024187 | 0.284969 | 0.562979 | -1.973716 | -0.632117 | 0.045027 | -0.335073 | 0.425127 | -0.555982 | 0.284969 | -0.111281 | 0.374947 | 0.672568 | -0.315463 | -0.775736 | 0.488574 | 1.521016 | -0.715174 | -0.310272 | -0.265859 | 0.080788 | 0.090016 | -1.339254 | -0.080712 | -1.43673 | 0.185185 | -1.869318 | 0.218639 | 0.113664 | 0.025416 | -0.014959 | 0.131544 | 0.915393 | 0.134428 | -0.213949 | -0.290661 | -0.349493 | -0.291815 | -0.355838 | 0.086555 | 0.216332 | 0.252669 | -0.145312 | 0.325344 | -0.279125 | 0.069829 | -0.937236 | -0.595203 | 0.41936 | 0.289006 | 0.89982 | -0.088787 | 0.017341 | 0.208257 | 0.952308 | -0.30162 | 0.146541 | 0.169612 | 0.048488 | 0.287276 | 0.468963 | -0.56694 | 0.556634 | 0.145387 | 0.200759 | -0.248556 | -1.079124 | 0.068098 | 0.241133 | -1.48518 | 0.460311 | 0.105012 | 0.036952 | 1.323756 | 0.812726 | 0.102705 | -0.318924 | 0.48742 | 0.158077 | 0.263051 | -0.31604 | 0.350145 | -0.915895 | 0.196144 | -0.135506 | -0.223754 | -0.40198 | 0.330535 | 0.673144 | 0.560671 | 0.161537 | -2.110413 | 0.280931 | 0.815033 | 3.984459 | 0.190376 | 2.636516 | 0.285546 | 2.117987 | 0.238826 | 0.55202 | -2.337089 | -0.183956 | 0.282085 | 0.339187 | 0.029454 | 1.0146 | 0.004652 | -0.403134 | 0.385329 | -0.813804 | -1.586117 | -0.970689 | 0.000038 | -2.059656 | -0.323538 | 1.005372 | 0.687564 | -0.473502 | 0.085402 | 0.148848 | 10.687261 | 0.509338 | 0.283239 | 0.304003 | 0.203642 | -0.177612 | -2.526274 | 0.255553 | -0.43255 | -0.461389 | 0.118855 | -0.009767 | -0.119933 | -1.001835 | 0.06233 | -0.076098 | -0.153387 | 0.209987 | -0.171844 | -0.49715 | -1.598806 | -0.15281 | 0.963843 | 0.787924 | 0.197875 | 0.424551 | 0.317269 | 0.667953 | 0.201335 | -0.742283 | 0.164421 | -0.190878 | 0.254976 | -1.852014 | 0.590087 | 0.324767 | -1.127574 | -1.227934 | -0.155694 | 0.371486 | -0.001116 | 0.168459 | -0.56521 | -0.171844 | 0.522027 | -1.613803 | 0.763123 | 1.251658 | -0.873789 | 0.132121 | -0.658649 | -0.307965 | 0.452236 | -0.50061 | -2.001401 | -2.165785 | -0.660379 | 0.09463 | 0.216908 | 0.37437 | 0.224407 | 0.346685 | 0.242287 | 0.823108 | -0.152233 | 0.041566 | -0.888786 | 0.793115 | 0.249208 | 0.291314 | 0.40494 | 0.247478 | 0.069252 | 0.196144 | -0.032262 | 1.281074 | -0.933198 | 0.115395 | 0.126353 | -1.454034 | 0.095784 | -3.08114 | -0.011498 | -1.128728 | 0.255553 | 0.159807 | 0.16096 | 0.050795 | 0.300542 | 0.512798 | 0.571054 | 0.580859 | 0.350145 | 0.319576 | -0.368527 | -1.147185 | 1.908615 | 1.146684 | -0.085903 | -1.103926 | -0.77862 | -1.609765 | -0.221447 | 0.07502 | 0.369179 | 0.605084 | -3.983807 | -0.075521 | 0.045604 | -0.062832 | 2.269681 | -0.131469 | 0.250939 | 0.066368 | 0.260744 | 0.013304 | 0.035798 | 0.381869 | 0.601046 | 0.226714 | 0.088862 | -0.424475 | -0.165499 | -0.815534 | 0.167882 | -0.020726 | -0.349493 | 0.708905 | 0.200182 | 0.164998 | -1.565353 | -0.766508 | 0.145964 | 0.547982 | -0.08648 | -0.190878 | -0.381216 | -0.498303 | -1.435577 | 0.092323 | 0.382445 | -2.508394 | 0.528948 | -0.522528 | -0.31604 | -0.080135 | 0.124046 | -0.163192 | 0.397442 | 0.252092 | -0.178188 | -0.430243 | 0.079634 | -0.211642 |
SULT1C2 | -1.452374 | 1.935046 | 2.984128 | -0.021697 | 0.038651 | 0.08437 | 0.095342 | 0.174587 | -0.210666 | 0.005734 | 0.116677 | 0.110581 | -0.983 | 0.740275 | 1.564423 | 0.177635 | 0.148375 | 0.504368 | 0.113629 | 0.116677 | -1.303028 | 0.1563 | 0.092294 | -1.575509 | -0.221028 | 0.191655 | -0.063758 | -0.303321 | 0.951188 | 0.077055 | 0.261147 | 0.42939 | -1.939426 | 0.483033 | -0.20396 | 0.067911 | -0.297835 | 0.045357 | -0.096065 | 0.289797 | -0.659314 | -1.422505 | 0.153252 | 0.145327 | 0.075226 | 1.007879 | -1.065293 | 0.009392 | -1.154901 | -0.927528 | -0.144222 | -0.623959 | 0.878039 | -0.019258 | 0.147766 | -0.054614 | 0.384282 | -0.139345 | 0.403788 | -0.000971 | 0.038651 | 0.09839 | -0.122887 | -0.00219 | 0.077664 | 0.017316 | 0.042918 | 0.800013 | -1.749238 | 0.835978 | -0.462421 | 0.745151 | -0.195426 | 1.284017 | -2.455129 | -0.854379 | -0.316427 | 0.604949 | 0.100523 | 0.09778 | -0.367327 | -0.004019 | -0.512406 | 0.431829 | 0.041699 | -0.994582 | -0.248459 | 1.534554 | -1.315219 | -0.834263 | -0.049128 | -0.04608 | 5.944235 | 0.912175 | -1.160387 | 0.831711 | 1.32364 | -0.488023 | -0.712348 | 0.557402 | -0.071682 | -0.56422 | 1.166369 | -0.025354 | 1.807035 | 2.679949 | 0.09778 | -0.293568 | 0.039261 | 0.131307 | 0.195922 | 0.655543 | -0.026573 | 0.069435 | -0.00219 | -0.041813 | -0.181406 | -0.052785 | -0.197255 | -4.828822 | -0.523988 | 0.130088 | -0.013772 | -0.604452 | 1.32364 | 0.093513 | -0.889735 | 0.259318 | -0.4356 | 0.385501 | -0.59409 | 0.421466 | 0.102657 | 0.128259 | 0.020364 | -0.163728 | 1.46811 | -0.272843 | -1.022013 | 0.016097 | 0.436705 | 0.896326 | 0.105705 | 0.196532 | -1.938207 | -0.569097 | 0.033165 | 0.110581 | 0.872553 | 0.539724 | -0.008286 | 1.048111 | 0.138622 | 0.027069 | 0.385501 | 1.344975 | 0.217257 | -0.442915 | 3.952137 | -0.219809 | 0.436096 | -0.453887 | 0.520827 | -0.905584 | -0.072901 | 0.252613 | 0.092294 | 0.206285 | -0.242973 | -2.428917 | -0.253336 | 0.0545 | -1.548078 | 0.953017 | -0.216152 | 0.06974 | 0.737227 | -0.03084 | 0.013049 | 0.063644 | 0.909737 | 0.174587 | 1.51078 | 0.136793 | 1.103583 | -0.611767 | -0.107647 | 0.250784 | -0.188721 | 0.068521 | 0.445849 | -0.246631 | 0.327591 | 0.584223 | 0.555573 | -0.648952 | 0.159957 | -0.071073 | -0.027183 | -2.624591 | -3.320119 | -0.819024 | 0.404398 | -0.23261 | -0.162509 | 0.133745 | 0.05511 | 1.112726 | -0.508749 | 0.706138 | 0.337344 | -0.317951 | -0.655047 | -0.556296 | -0.043642 | 0.056939 | 0.413541 | -1.231098 | 0.216648 | -0.303321 | 0.261147 | 0.106314 | 0.136184 | -0.008896 | -1.51638 | 0.020364 | 0.013049 | 0.232497 | 0.070349 | -0.606281 | 0.108143 | -0.356355 | -0.252117 | 0.056329 | 0.614092 | 0.178245 | 0.200799 | 0.162396 | -1.276816 | -0.097284 | 0.037432 | -0.0028 | 0.523265 | 0.119116 | 0.005125 | -1.407266 | 0.100219 | 0.034384 | 0.181902 | 0.556182 | -0.707471 | -0.072901 | 1.650983 | -0.048518 | 0.143499 | 0.074007 | -1.114364 | 0.163005 | -0.450229 | -0.67943 | 0.192874 | -0.366108 | -0.358183 | -0.160071 | 0.013659 | -0.198474 | -0.554467 | -2.288105 | 0.895107 | 0.475109 | 0.550087 | -1.563927 | 0.287968 | 0.116677 | 0.174587 | -0.407559 | 0.491567 | -0.070463 | 0.162396 | 0.01244 | 0.817081 | 0.129478 | 0.334296 | -0.217371 | 0.154471 | -1.162825 | 0.001467 | -1.780327 | -0.093017 | 0.995078 | -0.661753 | 0.519608 | 0.396473 | -0.049737 | -0.270404 | 2.444652 | -0.326485 | 0.067301 | 0.053891 | 0.039871 | -0.005848 | 0.168491 | -0.061319 | -0.184454 | -0.456935 | 0.778068 | 0.109972 | -0.130811 | 0.279434 | 1.272435 | -0.431333 | 0.08437 | -0.387443 | -0.531913 | -0.380128 | -0.668458 | 0.849389 | 0.139841 | 1.068227 | -1.555393 | 1.658907 | -1.057978 | 0.278215 | -0.053395 | 0.967647 | 0.123992 | 0.123383 | 0.261757 | 0.37209 | 0.125211 | 0.037432 | 0.105705 | -0.358793 | 0.807328 | 0.495834 | 0.158738 | 0.451335 | 0.000248 | 0.027069 | 0.08315 | -0.00219 | -2.622153 | -0.300274 | -0.82451 | -0.749532 | -0.073511 | 0.144108 | 0.002077 | 0.131307 | 0.272119 | 6.204524 | -0.909241 | -0.399635 | 0.956065 | -1.010431 | 0.522656 | -0.296006 | -0.036936 | 0.235545 | 0.440363 | 0.648228 | 0.601291 | 2.57754 | -2.643488 | -0.041813 | 1.861897 | -0.269795 | 0.14167 | 0.479985 | -1.087238 | -0.536789 | -0.004629 | 0.515341 | 0.581175 | 0.117896 | 1.427268 | 0.437315 | 0.637256 | 0.364775 | 0.175197 | -0.064367 | 0.412322 | -0.575193 | 0.569593 | -0.109476 | -0.913508 | 0.507416 | -0.184454 | -0.770867 | 0.504978 | 0.303817 | 0.147156 | -0.744046 | -0.183844 | -0.008286 | -1.483463 | -0.172262 | 0.273948 | 0.440363 | -2.433793 | -0.833044 | -0.102161 | -0.523379 | 0.230668 | -0.07412 | 0.262976 | -0.225905 | 0.247736 | 0.647009 | 0.161786 | -1.066512 | 0.497663 | 1.536382 | -0.813537 | -0.799517 | -0.389272 | 0.006344 | 0.010001 | -1.551126 | -0.192378 | -1.659021 | 0.102657 | 1.265121 | 0.161786 | -0.006457 | -0.059491 | -0.119839 | 0.057548 | 0.657982 | 0.092294 | 0.71833 | -0.415484 | -0.376471 | -0.416703 | -0.419751 | 0.020364 | 0.148375 | 0.191046 | -0.213714 | 0.235545 | -0.347211 | 0.412932 | 0.652496 | -0.779401 | 0.334906 | 0.244079 | -0.553248 | -0.108257 | -0.055224 | 0.073397 | -0.878762 | -0.422799 | 0.033165 | 0.11241 | -0.057052 | -0.358183 | 0.345878 | -0.63737 | 0.498273 | 0.045357 | 0.095952 | -0.26248 | 0.982886 | -0.039375 | 0.153252 | -1.649877 | 0.280044 | -0.011334 | -0.037546 | 0.857923 | 0.686022 | -0.009505 | 0.418418 | 0.412932 | 0.058767 | -0.965322 | -0.322828 | -0.904974 | 0.264804 | 0.163005 | -0.143612 | -0.352697 | -0.566049 | 0.254442 | 0.730521 | -0.681259 | 0.08437 | -2.425869 | 0.188607 | 1.953943 | -0.197865 | 1.729009 | 0.45865 | 0.14167 | -1.671822 | 0.102047 | 0.474499 | -0.503263 | -0.344163 | 0.19897 | 0.274558 | -0.059491 | 0.870724 | -0.10338 | -0.486195 | 0.336125 | -0.96837 | -2.082677 | -1.036643 | -0.10338 | -2.370397 | -0.2765 | -1.257919 | 1.420563 | -0.656267 | 0.14167 | 0.093513 | -3.4908 | 0.43 | 0.191046 | 0.301379 | -0.068025 | 0.573251 | -2.976317 | 0.193484 | -0.058881 | -0.616644 | 0.021583 | -0.164947 | -0.174701 | -1.230488 | 0.006344 | -0.2192 | -0.199693 | 0.113629 | 0.273339 | -0.682478 | -1.77606 | -0.269795 | -1.493216 | 0.656763 | 0.11302 | 0.392206 | 0.227011 | 0.603729 | 0.173368 | -0.909241 | 0.105095 | -0.238097 | 0.038042 | -2.145463 | 0.503759 | 0.182512 | -1.189037 | -1.421286 | -0.29052 | 0.030117 | 0.002686 | -0.083874 | -0.762943 | -0.184454 | 0.138012 | 5.498024 | 0.570203 | 1.076152 | -1.047615 | 0.028898 | 0.038042 | -0.433771 | 0.450116 | -0.52216 | -2.434403 | -2.246044 | 0.408665 | -0.043032 | 0.142889 | 0.999345 | 0.205676 | 0.276996 | 0.22823 | 0.79087 | -0.372813 | 0.066692 | 0.610435 | 0.702481 | 0.131307 | 0.107534 | 0.370261 | 0.130088 | -0.038155 | 0.077055 | -0.078997 | 0.411713 | -1.105525 | 0.030727 | 0.094123 | 1.373016 | 0.016097 | 0.681755 | -0.128373 | 0.119725 | 0.119725 | 0.053891 | -0.2765 | 0.016707 | 0.209333 | 0.347707 | 0.807328 | -0.545324 | 1.046282 | 0.304427 | -0.511797 | 1.101144 | 1.941142 | -0.21859 | 2.002709 | -1.34326 | 10.197254 | 1.296209 | -0.296616 | -0.035717 | 0.308694 | 0.611044 | -0.128373 | -0.11801 | -0.052176 | -0.187502 | 4.736053 | -0.245412 | 0.152642 | -0.004629 | -0.684917 | -0.094846 | 0.345269 | 0.316619 | 0.479376 | 0.084979 | -0.004629 | -0.808051 | -0.141174 | -0.966541 | 0.107534 | -0.096065 | -0.49229 | 0.628112 | 0.247127 | 0.049014 | -1.851647 | -0.962274 | 0.024631 | 2.178877 | -0.057662 | -0.310027 | -0.731245 | -0.65078 | -1.647439 | 0.01122 | 0.214819 | -2.926332 | 0.080712 | -0.551419 | -1.143319 | -0.200912 | 0.042918 | -0.281986 | 0.320276 | 0.40135 | -0.296616 | -0.508139 | -0.719663 | -0.539837 |
EEF2K | -0.002291 | 0.969319 | -0.51271 | -0.721053 | -0.657644 | -0.869926 | -0.637165 | 0.428967 | 0.171 | 1.914541 | -0.215753 | 0.753099 | 0.141068 | -3.174692 | 3.051564 | -0.587934 | -0.828178 | -0.345721 | -0.543036 | -0.678912 | 0.532548 | 0.183603 | -0.520981 | 2.832588 | -0.871501 | 1.63767 | -0.226387 | 0.328931 | -2.043576 | -0.648192 | -0.58951 | -0.421733 | 0.679451 | -0.54855 | 1.664451 | -0.633226 | -0.142105 | 0.950414 | 0.308451 | 1.194597 | 0.2222 | 0.108379 | -0.748228 | -0.607626 | -0.65922 | -1.021949 | 0.424241 | -0.625743 | -0.235051 | 0.670786 | -0.81912 | 0.070964 | -0.792732 | -0.758862 | -0.694666 | 1.873187 | -0.615503 | 0.145007 | -0.459936 | -0.711207 | -0.761619 | -0.831329 | -0.76989 | -0.470963 | -0.811243 | -0.724204 | 0.275368 | -0.841569 | -0.621805 | 1.20208 | 2.036238 | -0.193304 | -0.815181 | -1.085751 | -0.464268 | -1.399644 | 0.644596 | -0.122413 | -0.900055 | -0.72381 | 0.794847 | -1.799788 | 0.483317 | -0.455997 | -0.710026 | 0.855105 | -1.17988 | 0.198963 | 0.039457 | 0.620768 | -0.306731 | -0.681275 | -0.517437 | -1.183818 | 0.894883 | -0.251593 | 0.01622 | 0.125314 | -0.457966 | 1.474619 | -0.650949 | 1.059115 | -1.147191 | 1.352134 | -3.190446 | -0.077514 | -0.533584 | -0.476871 | 0.495132 | -0.511135 | -0.066093 | -1.640872 | -0.693878 | -0.762407 | 1.17648 | 0.812176 | -0.192516 | -0.78328 | -0.981383 | -0.334694 | -0.136985 | 1.420269 | 0.918119 | 0.374223 | 0.977196 | 0.304907 | -1.303152 | -0.486717 | 1.109527 | 1.584501 | -1.207449 | -1.316937 | -1.248014 | -0.725779 | -0.72893 | 0.247012 | -1.825387 | -0.418582 | -0.560759 | 1.168603 | 2.530117 | 1.262338 | -0.110203 | -0.765557 | 0.442358 | -0.565485 | 2.207953 | -0.662371 | -0.016469 | -0.307125 | -0.651343 | -0.005835 | 3.537566 | -0.58951 | -0.44812 | -0.405191 | -0.625743 | 0.070176 | 1.686112 | 0.98271 | -0.406767 | -1.075905 | -0.371715 | 0.109955 | 0.347442 | -0.541461 | -0.68994 | 1.445081 | -0.820695 | 0.229289 | 0.576658 | 0.534123 | 0.943719 | 1.706986 | 0.590049 | -0.723022 | -0.162584 | -0.918762 | 0.594775 | -0.786825 | 2.035844 | -0.53831 | 0.198963 | 0.509705 | 0.139887 | -0.505227 | 0.097352 | -0.396133 | 0.143825 | 1.116616 | -2.046727 | -0.536735 | -0.148406 | -1.456357 | -1.675727 | 3.052352 | -0.61826 | -0.597387 | -0.466631 | 0.213929 | -0.24411 | 0.695992 | 0.723955 | -0.856535 | 1.341894 | -0.709632 | 0.605802 | 0.394309 | -0.585571 | -2.153458 | -0.520981 | -0.596205 | -0.344934 | 0.0623 | 0.956322 | -0.836843 | 0.082779 | -1.260617 | -0.586359 | -0.051127 | -1.871073 | 1.002008 | -0.556033 | -0.59778 | 1.423813 | 0.574689 | -0.652525 | 0.172575 | -0.335481 | 1.528969 | -0.675761 | 0.965774 | -0.901039 | -0.746653 | -0.613928 | -1.568208 | -0.440637 | -0.199606 | 2.606916 | 2.647876 | 1.233587 | 0.132797 | 1.417118 | -0.047976 | -0.687577 | -0.446545 | -0.491443 | 0.692448 | -0.611565 | -0.43473 | -0.371321 | -0.17755 | 0.469139 | -0.382742 | -0.221661 | -0.671429 | -1.726139 | 0.709383 | 0.30018 | -0.199606 | 0.986254 | -0.550913 | -0.892375 | -0.480022 | 1.278879 | 0.05206 | 0.02134 | -0.486717 | -0.138954 | 0.484105 | 0.393915 | 2.364703 | -0.054278 | -0.706875 | -0.57927 | 1.437204 | -0.535947 | -0.174006 | 0.633371 | -0.436699 | 1.468711 | -0.791551 | -0.129502 | 1.440354 | -0.695847 | 0.828717 | -0.034586 | -1.714324 | -0.711601 | -0.112173 | 0.600288 | -0.328392 | -0.374078 | 0.432512 | 3.216584 | -0.759256 | 0.27143 | -0.42449 | -0.680881 | -0.214178 | -0.627319 | -0.502471 | 0.295454 | -2.496495 | -0.758074 | 1.816868 | -0.582027 | 1.165452 | 1.849951 | -1.022736 | -0.072788 | 0.527821 | -0.141317 | -0.182277 | -0.166917 | 1.972436 | -0.072788 | -0.580058 | -0.351629 | -0.270497 | 0.473865 | -0.457572 | -0.662371 | 3.064561 | -0.971143 | -0.777766 | 1.121342 | -0.463874 | -1.384678 | -0.635195 | -0.587541 | -0.497351 | -0.152345 | -1.825387 | 1.37537 | -0.75453 | -1.147978 | 0.796422 | -0.602507 | -0.697423 | -0.361869 | 0.223381 | 0.21708 | 1.263913 | -0.819514 | -0.782493 | 0.287184 | -0.730111 | -0.520587 | -0.561153 | -0.181095 | 0.054817 | 0.682995 | -0.207483 | 0.120982 | -0.283888 | 0.104441 | 1.28203 | -0.557215 | -0.374866 | 0.120194 | -0.309488 | 0.386826 | 0.224957 | -0.845507 | 0.525852 | -0.856535 | 0.183997 | -0.02789 | -1.721807 | -0.088542 | -1.021949 | -0.104296 | -0.253562 | -0.898676 | 0.018189 | 2.164631 | -0.702543 | -0.547369 | 0.854711 | 0.685752 | 1.015398 | -0.234658 | -0.266165 | -0.441425 | -0.042856 | 1.054389 | 0.85156 | -1.275977 | -0.209058 | -0.497351 | -0.703724 | 0.34114 | -0.479628 | 1.118979 | 2.270181 | 0.65582 | -0.52295 | -0.512317 | 2.125247 | 0.324599 | 0.862588 | 0.035124 | -0.59778 | 2.029543 | -0.603688 | -0.775403 | -0.595811 | -0.282706 | 0.183997 | -0.044038 | -1.724958 | 0.347442 | -0.64898 | 1.205231 | 1.135914 | 0.246224 | 0.612891 | 1.378915 | 0.25607 | -0.140135 | -0.6797 | 0.505766 | -0.656463 | -0.671429 | 0.216292 | 0.339565 | 0.747192 | -0.887255 | -0.792339 | -0.199606 | -0.169674 | 0.245436 | 0.224563 | 0.362801 | -0.677337 | -0.585177 | -0.536735 | 0.833837 | -0.498532 | 1.337955 | -0.586753 | -0.322485 | 0.859043 | 1.764093 | 0.525458 | -0.702936 | 1.107951 | 1.151274 | 1.913753 | -1.227141 | 0.046152 | -0.713964 | -0.600537 | -0.346115 | -0.593842 | 0.831868 | 1.792056 | -0.440243 | 1.565203 | -0.7884 | -0.48908 | -1.566239 | 0.331294 | -0.658826 | 1.410816 | 1.352921 | 1.227286 | -0.692696 | -2.607559 | 1.477376 | 1.188295 | -0.45324 | -0.470569 | 0.457717 | -0.741927 | -1.010527 | -0.494594 | 0.123345 | 1.391518 | 1.392306 | 0.497889 | -1.147191 | -2.119588 | -0.085785 | -0.319728 | -0.719872 | -0.253956 | 1.765275 | 2.358007 | -0.926639 | 0.503403 | -1.344112 | -0.67773 | 0.805874 | 0.222987 | 1.041786 | 1.227286 | 0.168637 | 0.682995 | -0.518224 | 1.909027 | 2.014183 | 1.67154 | 2.304445 | 0.898033 | 0.076084 | 1.675478 | 3.202012 | 0.379343 | 0.637703 | -0.863624 | 1.793237 | 0.402973 | 0.423453 | 1.415149 | -0.736019 | -0.52807 | -0.407554 | -0.585571 | -0.1744 | 0.221806 | -0.010955 | -2.770216 | 1.172148 | -0.52807 | -0.65922 | -0.625743 | 1.598285 | -1.294488 | 1.355678 | 0.441964 | 0.773185 | 0.910636 | -0.666309 | -0.237021 | -0.151951 | 2.844009 | -0.315002 | 1.359617 | -0.3087 | 0.855498 | -0.467419 | -0.528464 | -0.042069 | -0.668278 | 0.229289 | -0.60487 | 0.714503 | -0.916005 | 0.28679 | 0.232833 | -0.767527 | 0.298211 | 0.304513 | -0.936879 | -0.322485 | 1.055964 | -0.632439 | 1.434841 | 2.93223 | -0.826209 | 0.389189 | -0.378016 | -1.373256 | -0.038524 | -0.384318 | -0.632832 | -0.472145 | 0.311602 | -1.09993 | -0.546975 | 0.412819 | -0.454422 | -0.484354 | 1.012642 | 0.854711 | 1.066992 | 0.693235 | -0.446545 | 1.48092 | 0.679057 | 0.199751 | -0.571393 | -0.882135 | 0.444327 | -0.696241 | -0.451665 | -0.714752 | 0.372647 | -0.160615 | -0.69506 | -1.236987 | -0.591873 | -0.436305 | 0.167062 | -2.019552 | -0.737201 | 1.467923 | 0.414789 | -0.697423 | -0.724204 | -0.792339 | -0.585177 | 0.486074 | 0.651094 | -0.135803 | -0.7884 | -0.863624 | -0.118474 | 2.799505 | 0.199357 | -0.828178 | -1.355533 | -0.893556 | -0.880165 | 0.36162 | 0.723561 | -0.027496 | 2.179597 | 0.156034 | -0.401647 | -0.929396 | 0.954353 | -0.738382 | -0.881347 | 0.188329 | -3.00337 | 0.420302 | -0.686395 | 0.177302 | 1.365524 | -0.845901 | -0.916793 | -0.550125 | 1.565596 | 0.795634 | 1.021306 | -0.37329 | -0.19803 | -0.203544 | 0.21511 | -0.735625 | -1.11844 | -0.291371 | -0.039312 | 0.15564 | -2.172757 | -0.297672 | -0.769102 | -0.072001 | -0.683244 | 2.547052 | 1.650273 | 3.198074 | -1.895098 | -0.719478 | -0.900251 | -0.531221 | -0.70845 | -0.565879 | 0.404943 | -0.76792 | 1.97598 | 0.31751 | -0.516649 | 0.792484 | -0.690727 | -0.260651 | 0.453779 | 1.951956 |
THSD4 | 1.001892 | 1.563481 | -0.747326 | 0.232525 | 0.244243 | 0.116241 | 0.272187 | 0.29247 | -1.31252 | 0.215848 | 0.308244 | -0.919047 | -0.20016 | 0.988371 | 2.786265 | -1.276463 | 0.200524 | -1.14846 | 0.2803 | 0.310949 | -3.013962 | -1.107896 | 0.111734 | -0.058636 | 0.051789 | 0.299681 | -0.262358 | -2.131917 | -1.112854 | 0.2803 | -1.606836 | -0.025734 | 1.806415 | -0.734255 | 0.037366 | 0.237032 | -1.033078 | 0.146889 | -1.487847 | 0.543066 | -0.284894 | 0.108579 | -1.481537 | 0.346555 | 0.300582 | -3.804062 | 0.453374 | 0.047282 | -0.66169 | 0.543517 | 0.061704 | -0.246583 | -0.549012 | -2.175636 | 0.271737 | 0.176636 | 0.351513 | -0.076665 | 1.857796 | 0.203228 | 0.259117 | 0.131565 | 0.087846 | -3.140162 | 0.175735 | 0.256412 | -0.999274 | 0.028802 | -0.474644 | -1.152517 | -0.279035 | -1.043444 | 6.20853 | -0.915442 | -1.609089 | 1.97363 | 0.174608 | -0.226301 | -0.687832 | 0.314554 | -0.0992 | -1.069135 | -0.11182 | -0.690085 | 0.194214 | -0.569745 | -0.609408 | -1.216969 | -0.373234 | -0.464278 | 0.091902 | 0.174383 | 1.559875 | 1.305673 | -0.510701 | 1.023526 | 0.143283 | -0.23171 | 0.5016 | 0.617434 | 0.173481 | -1.641991 | -0.289401 | 0.188805 | -2.58263 | 0.818001 | 0.283455 | 0.423627 | 0.228468 | 0.271737 | 0.262272 | 0.548249 | 0.216299 | -1.013021 | 0.195115 | 0.1221 | -0.147427 | 0.135171 | -0.000043 | 0.650786 | 0.732366 | 0.200975 | -0.771214 | -2.149494 | -0.037453 | 0.187003 | -0.271373 | 0.409655 | -0.11813 | 0.607518 | 0.405599 | -0.577407 | -0.26326 | 0.236581 | 0.294723 | 0.048634 | -1.119615 | -0.253344 | 0.420472 | 0.225764 | -0.481405 | 3.299628 | 0.249652 | 0.156354 | 1.218234 | -1.222828 | -0.084327 | 0.271286 | 0.878397 | 2.464006 | 0.220355 | 1.922248 | 0.013027 | 0.219454 | 0.493488 | 0.614729 | 0.341597 | 0.76662 | 0.951412 | 0.07162 | 0.504755 | -0.174019 | 1.098345 | -0.513406 | 0.131114 | 0.382161 | 0.260018 | 0.580475 | -0.985753 | -0.11182 | 0.003112 | -1.662724 | 0.287512 | 0.703971 | 0.010323 | 0.194214 | 3.360023 | 0.100466 | -1.239505 | 0.608419 | -0.493574 | -1.16694 | 1.116373 | 1.40483 | 0.635012 | 0.354668 | -0.84513 | -0.30743 | 0.003562 | 0.214496 | 0.481318 | 0.346104 | 0.736873 | -0.734255 | -0.951499 | -0.06765 | 0.317259 | -0.508448 | 0.770225 | -1.79929 | 0.21089 | 0.818452 | 0.465543 | -0.000945 | 0.073423 | 0.333935 | 0.238384 | -1.350831 | -1.033979 | -1.455396 | 0.456529 | 0.269483 | -0.300669 | -0.30112 | 0.17889 | 1.248432 | -0.545406 | 0.796367 | 0.382161 | 0.932933 | 0.360527 | -1.359845 | 0.339794 | 0.61518 | -0.968626 | 0.232525 | 0.256863 | 0.374499 | 0.196468 | -0.429573 | 0.32447 | -0.015818 | 0.373598 | 0.206834 | 0.650336 | -1.273308 | 1.029836 | -2.138677 | 1.026681 | -2.391077 | 0.256412 | 0.218102 | -0.709466 | -0.805918 | -0.070355 | -0.214132 | 0.38126 | 0.193313 | -1.680302 | 0.647181 | -1.166038 | 0.138326 | -0.13075 | -2.173382 | 0.354217 | 0.013478 | -0.818538 | -1.719514 | -0.278584 | 0.885157 | 0.247398 | -0.039255 | -0.853243 | 0.502502 | -2.444261 | -0.117229 | -2.315357 | 1.576101 | -0.287598 | -0.413798 | -1.226434 | -0.968626 | 0.195566 | 0.162664 | 0.30554 | -1.696528 | -0.096496 | -0.621577 | 0.290667 | 0.173481 | 0.832424 | 0.284807 | 0.493938 | -1.232293 | 0.252807 | 0.946004 | 0.154101 | -0.996119 | 0.186101 | 0.656195 | 0.247849 | 0.613377 | -2.997737 | 0.143734 | 0.114889 | -1.586103 | -0.877131 | 0.554334 | 0.019337 | 0.527742 | 0.256863 | -1.221476 | -0.407488 | -1.886729 | -0.187991 | 0.797719 | 0.298779 | 0.154101 | 1.020822 | -0.087932 | -1.139446 | 0.275793 | 0.438501 | -0.401629 | -0.21909 | -0.435883 | 0.875692 | -0.083876 | 0.319062 | 1.272771 | 1.510747 | -1.930448 | 0.208637 | 0.17258 | 0.912651 | 0.106325 | 0.319512 | 0.045929 | -2.535305 | 0.27399 | 0.622392 | 0.274892 | -0.107764 | -0.102355 | 0.953666 | -0.548561 | 0.026549 | 0.29923 | 0.200073 | 0.224863 | 0.168974 | 1.381393 | 1.294856 | -0.480053 | 0.104522 | 0.106776 | 0.266328 | 0.176186 | 0.358274 | 0.395232 | -1.566722 | 1.102401 | 0.951863 | 2.549641 | -0.185286 | 1.848331 | 0.744084 | -0.131652 | 0.37495 | 0.628251 | 0.458332 | 1.123134 | -0.869018 | 1.755935 | 0.05269 | 0.054042 | -0.033847 | -0.224498 | -0.419657 | 0.612927 | 0.032408 | 0.14734 | -0.46563 | 0.644476 | 0.093705 | -1.155672 | -0.54766 | 2.513584 | 1.009103 | 0.747239 | -0.135708 | -1.016401 | -1.606385 | -0.511603 | 0.395683 | 0.925722 | -0.2885 | -0.792848 | -0.327261 | 0.644476 | 2.0498 | 0.265877 | -0.331317 | 0.393429 | 0.188805 | 0.376302 | -0.014015 | 0.397486 | 0.568757 | 1.04471 | -0.457517 | 0.107226 | -1.695176 | 0.377654 | -0.439489 | 0.515573 | -1.43917 | 0.367739 | -1.664527 | 0.42543 | 0.433993 | 0.504305 | -0.93347 | 0.26768 | 0.997836 | -0.164103 | -1.819572 | -1.642442 | -1.035331 | 0.164467 | 0.78555 | -1.601427 | 1.135303 | 0.296075 | 1.878529 | 0.226215 | 0.097761 | 0.215848 | -0.392614 | 0.239285 | 0.598053 | 0.72245 | -0.072157 | -0.255147 | -0.164103 | 0.208637 | -0.384051 | 0.385316 | -1.59692 | 0.386669 | 0.219454 | 0.161312 | -0.19385 | -0.532786 | -0.777524 | 0.219003 | -0.213231 | 0.019337 | 0.179341 | 0.140579 | -2.05214 | -0.287598 | 0.21089 | 0.308695 | 0.153199 | 0.332583 | 0.436247 | -1.164235 | 0.644476 | -0.970429 | 0.19196 | 0.417317 | -0.701353 | 0.13472 | 0.261821 | -0.043763 | 1.072203 | 0.212243 | -1.404015 | 1.441788 | -0.733354 | 0.062606 | -1.801093 | 0.479065 | 0.383964 | -0.335374 | -0.133454 | -0.611661 | 1.246179 | 0.363682 | 0.672421 | -0.103707 | -1.030824 | -0.887498 | -2.179692 | -0.267767 | 0.25506 | -0.592731 | 0.187453 | 1.260601 | -0.974034 | 2.709193 | -1.041641 | 0.209989 | 0.77338 | 0.320864 | 0.522784 | 0.741831 | -0.064946 | 1.186234 | 0.407401 | 1.059133 | -1.012796 | 0.133818 | 0.245595 | 0.162664 | 0.90589 | 0.007619 | 1.168656 | 0.058549 | -1.579342 | -1.462157 | -0.806369 | -0.934372 | 0.116241 | -0.771214 | 0.256412 | 0.562897 | 0.55163 | 0.38757 | -2.138227 | -0.119032 | -0.534589 | -0.183484 | 0.377654 | 0.799071 | -0.85099 | 0.194665 | -3.25284 | -0.602196 | -0.797806 | 0.193313 | -1.300351 | -0.21278 | 0.230271 | -0.453461 | -0.332219 | -0.027537 | -0.050974 | -0.877582 | 9.380199 | 0.214045 | 0.516474 | 0.385316 | 0.718393 | 0.294723 | 0.877044 | 0.2803 | -0.009959 | 0.190608 | 1.661285 | -0.97764 | 0.114889 | -0.978542 | -1.044346 | -0.038354 | 0.285709 | 0.270385 | 1.610806 | 1.765851 | 0.194665 | 0.041873 | -1.102037 | 0.643575 | -0.151934 | 0.516023 | 0.187003 | -1.38193 | -0.072157 | 0.374499 | -0.160497 | 0.490333 | 0.054944 | 0.401091 | -0.502138 | 0.361429 | -0.414699 | 1.374632 | 0.372246 | 0.361879 | 0.208186 | 0.121199 | 0.588137 | 0.504755 | -0.064045 | 0.322667 | 1.636496 | 0.537207 | -1.484242 | 0.161763 | 0.262272 | 0.260469 | 0.883354 | -1.390043 | 0.209088 | 0.171228 | 1.64551 | 0.22351 | -0.563435 | 0.034211 | -0.582815 | 0.285258 | 0.214045 | 0.161763 | 0.214496 | 0.365485 | 1.004146 | -0.694592 | 0.183397 | 1.108711 | -1.659118 | -0.229907 | 1.842472 | -0.590928 | 0.09055 | 0.043676 | 0.021591 | -0.413347 | -1.212912 | -0.115426 | 0.156805 | 0.403796 | -1.17325 | 0.069367 | 0.17889 | 0.088747 | 0.587687 | 1.794696 | 0.060352 | 0.06531 | -2.223411 | 0.497544 | 0.104522 | -1.045247 | 0.416416 | -0.56073 | 0.275342 | 0.218553 | 0.387119 | 0.098663 | -0.001395 | 0.277596 | 0.235229 | -0.177174 | 0.734168 | -2.335639 | -0.131201 | 0.122551 | 2.689362 | 0.19827 | -0.38991 | -0.243428 | -0.868117 | 0.787803 | -0.272274 | -0.984401 | 0.187904 | 0.342499 | 0.436247 | -0.012663 | -1.558159 | -0.136159 | -1.50858 | 0.261821 | 0.006717 | -1.471171 | -2.58308 | 0.224412 | 0.785099 | -0.3516 | -2.278398 |
ANAPC2 | -1.812122 | 1.641307 | 1.654494 | -0.127165 | 0.111659 | -0.268799 | 0.14487 | 0.210315 | -0.114467 | 0.0931 | 0.362694 | 0.100426 | -2.207232 | 1.149983 | -1.329101 | 0.058425 | -0.10421 | -3.512707 | 0.171732 | 0.29676 | -1.216282 | 0.436929 | 0.155615 | -1.970361 | -0.093954 | 0.204454 | 0.700173 | -0.243403 | -0.433876 | 0.148777 | -2.23507 | -0.148166 | -1.639719 | 0.487234 | -0.108118 | 0.125334 | 0.183453 | 0.075518 | -0.053418 | 0.352437 | 0.930206 | -0.853406 | 1.496743 | 0.189802 | 0.124846 | 0.925323 | -0.773309 | 2.30601 | 0.554632 | -3.00429 | -0.050487 | -0.451946 | -0.748401 | 0.111171 | 0.165383 | -0.005555 | 0.16929 | 1.731171 | 0.2909 | 0.244502 | 0.069169 | 0.049145 | -0.01923 | 0.412998 | 1.583188 | 0.071123 | -1.601136 | 0.003236 | -0.854871 | -0.002625 | 1.483556 | -1.220677 | -3.561058 | -1.086369 | 4.764094 | -0.9252 | -0.77917 | 0.815922 | -0.439981 | 0.809573 | -0.230704 | -1.325682 | -0.400665 | 1.456694 | 0.145359 | 0.786619 | -0.951084 | -0.543764 | 0.122404 | 1.03863 | 0.002748 | 0.033028 | -1.321287 | 1.39711 | -1.020436 | 2.136538 | 0.413486 | 0.076007 | -0.506158 | 0.52484 | 0.052564 | 1.041072 | 0.898461 | 0.018865 | -0.030951 | -2.301003 | 0.143893 | 0.26941 | 0.109217 | 0.147312 | -0.057813 | -1.036309 | 0.02326 | -0.179423 | 0.080891 | -0.127653 | -0.555486 | 0.121916 | -0.114955 | 0.329483 | -2.290747 | 0.120939 | 1.048886 | -0.714214 | -0.19261 | 0.091147 | -1.497108 | 0.44279 | -0.290777 | 0.642543 | -0.476366 | 0.24206 | -1.325194 | -0.016788 | 0.152684 | -0.053418 | -1.177699 | -0.153538 | 0.297737 | 2.610768 | -0.693701 | -2.257536 | 0.118008 | -0.077349 | -0.014834 | 0.319227 | -0.491995 | 0.070146 | 1.104563 | 0.909694 | 0.087728 | -1.376475 | 0.016423 | 0.109706 | 0.525817 | 0.47014 | 0.166359 | 1.034723 | -0.991621 | -0.178446 | 0.441325 | 0.319227 | 0.905787 | -0.660002 | 0.098473 | -2.359611 | 0.153173 | 0.614216 | 1.271593 | 1.571955 | -0.276125 | 1.660354 | -1.338869 | -0.992109 | -0.080279 | 0.077472 | -4.28388 | -0.205308 | 1.625679 | -0.150119 | 0.27869 | 0.048657 | 1.95974 | 0.760734 | 0.063308 | -0.664398 | -1.029716 | 0.560493 | -0.35964 | 0.034493 | 0.532166 | 0.558539 | -1.928848 | -0.892966 | 0.602006 | -0.154515 | 0.198105 | -0.373804 | 0.041819 | -2.090506 | -0.450481 | -2.616994 | 0.324599 | -0.132537 | -0.448528 | 0.220083 | 0.192733 | 1.882573 | 0.137056 | -0.274171 | 0.370019 | -0.08614 | -0.493948 | 0.000794 | 0.056959 | -0.272218 | 0.560981 | -1.073183 | -0.240961 | -0.145724 | 0.143405 | -1.803331 | 0.213734 | 0.286993 | -0.996017 | 0.337785 | 0.127288 | 0.256712 | 0.056959 | 1.815664 | 0.243037 | 0.0931 | 0.301644 | 0.123869 | 1.78343 | -2.547154 | 0.431557 | 0.127776 | 1.175868 | 0.046703 | 0.159034 | -1.711513 | -0.909571 | 1.868898 | -0.363547 | 0.112148 | 0.273318 | 0.039866 | 0.026191 | 0.749501 | -1.255842 | 0.549748 | 0.820318 | -0.02851 | 0.352926 | 0.034493 | -3.135668 | 0.352437 | 0.600053 | 0.959022 | 0.120939 | 0.374903 | 2.048627 | 0.091147 | 0.165383 | -1.66365 | -0.300545 | 0.247921 | -0.625326 | -0.576487 | -1.910289 | 2.477925 | -0.499809 | -0.04658 | 0.219594 | -2.190627 | 1.02935 | 2.531648 | -0.939851 | 0.001771 | 0.802247 | 0.171243 | 0.504816 | -0.31715 | 1.586607 | -0.668305 | 0.09017 | -1.220189 | 0.053541 | 0.944858 | -2.042643 | 0.708476 | 0.705546 | 0.027656 | -0.088582 | 0.202012 | -1.21384 | -0.005555 | 0.164894 | 0.078449 | 0.140963 | 0.400788 | 0.016911 | 2.426155 | -0.009951 | -0.929107 | 0.16929 | 0.034493 | -0.815311 | -2.345447 | -0.223378 | 0.170755 | 0.664032 | 0.687475 | -0.141328 | -0.378199 | 0.851575 | 0.232781 | 1.162193 | -0.256101 | -1.944476 | 3.177304 | 0.260131 | 0.010562 | 0.157568 | -0.092001 | 0.089193 | 2.674259 | -2.738115 | 0.162452 | 0.219106 | 0.171243 | 0.637659 | -1.458525 | 1.166589 | -0.035835 | -0.80652 | -0.119351 | 0.074053 | -0.277102 | -0.018253 | -2.103693 | -0.16819 | -0.282474 | 0.474047 | -0.161841 | 0.193709 | 0.049633 | -2.118833 | 0.313366 | 0.608844 | 1.027885 | 0.080891 | -2.291236 | 1.66768 | 0.555609 | -0.176981 | -1.756933 | 0.210315 | 0.420812 | 0.550725 | -0.963783 | 1.131425 | 1.660843 | 0.03254 | 0.163429 | 1.206637 | 0.179058 | 1.234476 | -1.113719 | 0.130707 | -0.063185 | 0.989302 | 0.531678 | 0.104822 | 1.384901 | -3.878514 | 0.545353 | 0.206896 | -0.092001 | 0.424719 | 1.330201 | -1.933732 | 1.596375 | -0.038766 | 0.550725 | -1.312984 | 0.759269 | -0.510554 | 0.845226 | 0.280643 | 0.079914 | 1.926529 | -0.040719 | -1.592345 | -1.082462 | -0.160376 | 0.277225 | 0.35146 | -2.202348 | 0.694801 | -0.032905 | 1.105051 | 0.203966 | 0.568795 | 0.194686 | 1.098214 | 0.229851 | 0.579052 | -0.347919 | 0.420812 | 0.528747 | 1.340945 | 0.161964 | -0.756215 | -0.365501 | -0.002136 | 0.240107 | 0.382718 | -0.005555 | 0.063308 | 0.054517 | -1.643138 | 0.15708 | -2.483174 | 0.025702 | -0.088582 | 0.087728 | 0.17515 | 0.123869 | -1.32031 | 0.806155 | 1.85327 | -1.296867 | 0.804689 | 0.069169 | 0.192733 | 0.370019 | 0.018376 | 0.328994 | 0.101403 | 0.662079 | -1.173303 | 1.241313 | 0.318738 | 0.309947 | -0.356221 | -0.035835 | 0.034005 | -0.053418 | -0.516903 | -0.53888 | 0.080402 | 0.165383 | 0.605913 | -0.203354 | 0.325576 | 1.052305 | 0.402253 | 0.113613 | -0.118862 | 0.927276 | -0.953526 | -0.087605 | -0.037301 | -0.392362 | 1.852781 | -0.238519 | 0.058913 | -1.722257 | 0.508723 | 1.317502 | 0.313854 | 0.259643 | -0.040719 | -0.707865 | -0.865616 | -0.777705 | 2.064744 | 0.273318 | 1.40639 | -0.461714 | -0.438271 | -1.702722 | 0.901391 | -0.555974 | 0.055983 | 0.480885 | 0.136567 | -0.226797 | -2.740557 | 0.390532 | 1.595398 | 0.122404 | 0.859878 | 0.193221 | 0.436929 | -2.208209 | -0.250728 | 0.196151 | 0.302133 | 0.162941 | 0.817388 | -0.223378 | -1.541552 | -0.771844 | -0.015811 | 2.085745 | -0.422154 | -0.01923 | 0.353414 | -0.30201 | -0.992598 | -0.14084 | 0.145359 | 1.039118 | 0.145359 | 0.441325 | 0.551213 | 0.240595 | -2.334703 | 0.355856 | 1.960716 | 5.555779 | 0.27576 | -0.257078 | -1.680256 | 0.015446 | -0.017765 | 0.116543 | -0.013369 | 0.107752 | -0.147677 | -0.008485 | 0.14487 | -0.723493 | 0.197128 | 0.022283 | -0.203354 | 0.884298 | 0.346577 | 0.004213 | 0.366601 | 0.286016 | 0.696755 | 0.143893 | 2.106258 | 0.145847 | -0.13791 | -0.14377 | -1.890753 | -0.203354 | -0.117885 | -1.232399 | -0.218006 | -0.189679 | 0.064774 | -2.086599 | -1.137162 | -0.49639 | 0.1478 | 0.495536 | -1.306146 | 0.394439 | -0.636559 | 0.481373 | 0.550725 | -0.662932 | -0.224844 | -0.306405 | -0.214099 | 0.252317 | -2.066575 | 0.181988 | -0.840708 | 0.21471 | 0.684545 | 1.246197 | 0.28162 | 0.459884 | -0.971109 | 0.028633 | -0.100303 | -0.857801 | 0.27869 | 0.229851 | 0.063797 | 0.43986 | 0.165383 | 0.013004 | 0.110683 | 0.125334 | 1.09626 | 0.298226 | -0.036812 | 0.045238 | -1.859496 | 0.083333 | 0.10238 | -0.062697 | 0.214222 | 0.133149 | -0.100792 | -0.013858 | 0.080402 | 0.221548 | -2.44801 | -0.084186 | -0.161841 | -1.591856 | 0.729965 | -2.744465 | -1.44192 | -0.936921 | -0.085652 | -0.047068 | -0.233146 | -0.430946 | 0.97465 | -0.3992 | 0.012516 | 0.370508 | 0.355856 | -0.047068 | 0.080402 | -0.030463 | -0.132537 | -1.766213 | -0.139375 | -0.085652 | -0.591627 | -0.962317 | -0.026556 | 0.923857 | 0.299202 | 0.479908 | 0.155126 | -0.902733 | 0.126311 | 0.006655 | -0.014346 | 0.151708 | 0.103357 | -0.518368 | 1.12361 | 0.97465 | 1.110912 | 2.841289 | 0.715313 | -0.024602 | -0.54816 | 2.65277 | -0.553044 | -1.042902 | 1.503092 | -0.078326 | 0.058425 | 0.061355 | 0.230339 | -0.159887 | 0.118008 | -0.403107 | -0.089559 | 0.088216 | -0.136444 | 0.372461 | 0.623007 | -0.149631 | 0.585889 | 0.216176 | 1.64033 |
TMEM179B | 3.817442 | 1.385723 | 0.369441 | -0.480374 | 0.126177 | -2.44258 | 0.192856 | -1.613919 | -0.063284 | 0.117899 | 0.261834 | 0.589712 | -0.095014 | 0.976451 | -0.256424 | 0.808603 | -0.104671 | 0.5635 | -2.580996 | 0.228265 | 2.597903 | 0.297703 | 0.05306 | 0.859187 | 0.035585 | 0.249418 | 0.670186 | -0.208599 | 0.27471 | 0.185958 | 0.272871 | 0.453594 | -1.429976 | -1.366056 | -0.041211 | 0.009833 | 1.10567 | -0.037992 | -0.005342 | -1.431816 | -0.373227 | 0.070074 | 0.140892 | 0.326214 | 0.234243 | -0.194343 | -1.717386 | 0.079731 | -0.899302 | 1.721877 | -0.015919 | -0.383804 | 0.619142 | -2.718953 | 0.21033 | 0.065016 | 0.272871 | 1.445044 | 0.221367 | 0.126177 | 0.124797 | 0.010753 | 1.309846 | 0.475667 | -0.057766 | 0.133534 | -1.030821 | -0.039831 | 0.749282 | -0.021437 | -0.359431 | 0.682603 | -0.034773 | 0.268272 | -1.652087 | -0.68409 | -0.138241 | -2.078374 | 0.557752 | 1.157634 | -0.183766 | 0.181359 | -2.717573 | 0.40301 | 0.143191 | -0.840901 | -0.499228 | 1.024276 | 0.407609 | -0.677192 | 0.027767 | 0.111921 | 0.360703 | 1.164072 | 0.491302 | 0.740544 | 1.295131 | 1.031633 | -1.436414 | 0.540047 | -0.574644 | -0.513483 | 0.958516 | 0.109622 | -2.656872 | -1.984103 | 0.175841 | 0.086169 | 0.119279 | 0.202053 | 0.252637 | 0.510157 | -1.446071 | -0.138241 | 0.111461 | -0.048109 | 0.857348 | 0.075133 | -0.003963 | -3.433569 | 0.681223 | 0.133994 | -1.917424 | -0.36265 | 1.084057 | 0.111461 | -0.61971 | -1.51321 | -0.218715 | 0.543726 | -0.421972 | 0.366222 | -0.418293 | 0.133994 | 0.160666 | 1.160853 | 1.10613 | 0.103644 | 0.391054 | 0.202053 | -0.603155 | -0.740652 | 0.14687 | -1.893051 | 1.190744 | -0.421972 | 0.053519 | 0.172622 | 0.730428 | 0.522113 | 0.118359 | -0.238949 | 2.573071 | 0.132615 | -1.480561 | 0.509237 | 0.269652 | 1.774761 | 0.854129 | -0.092255 | -2.149651 | -0.280336 | -0.707083 | 0.761238 | -1.790963 | 0.21125 | 0.151469 | 0.356565 | 0.113301 | 1.110269 | -2.435682 | 0.142732 | -0.087197 | 2.759773 | -0.100073 | 0.088928 | 0.862866 | 0.040184 | 0.288046 | -0.054547 | -2.323017 | 0.252177 | 1.259722 | -0.9085 | -1.921563 | 0.277929 | 1.033933 | 0.045242 | -0.312526 | 0.111461 | 0.420485 | 0.239301 | 0.617303 | 0.603507 | 0.618683 | -0.181007 | -1.521028 | 0.309659 | 0.095366 | 0.854589 | -0.564067 | 0.704216 | -1.478261 | -0.102372 | -0.007182 | 0.208951 | 0.18044 | 0.048921 | -2.493164 | 0.778253 | 0.388755 | -0.230212 | -1.459407 | 0.599369 | 0.11422 | -0.188825 | 1.176028 | 0.193316 | 0.329433 | -0.113868 | 1.262941 | 0.186878 | 0.272871 | 0.112381 | -1.494816 | 0.105943 | 0.151929 | 0.324375 | 0.155148 | -0.49233 | 0.21171 | -0.151117 | 0.347367 | 0.133534 | -1.671401 | 0.688121 | 0.477507 | 0.120658 | -3.01556 | 0.05168 | 0.170783 | 0.138133 | 0.392893 | 0.702836 | 0.348287 | 0.72353 | 0.252177 | 0.099965 | 1.029334 | 0.576376 | -0.267 | 0.070074 | -0.216876 | 0.078812 | 0.171243 | 0.110082 | -0.370238 | -1.790044 | 0.533149 | 0.062717 | 0.142272 | -0.023277 | -0.808711 | -1.853504 | 0.109622 | 0.936443 | -0.273898 | 0.217228 | 0.676165 | -0.576024 | 0.521653 | -1.223501 | 0.513835 | 0.955297 | 0.193316 | 1.033933 | 0.570398 | 2.054353 | -0.81101 | 0.054899 | 0.746063 | 0.125257 | 0.410828 | 0.695938 | 0.2439 | -0.639944 | 0.099965 | 0.496821 | 0.009833 | 0.81872 | 0.708355 | -2.347389 | -3.11121 | 0.080651 | 2.132529 | -0.441286 | 0.258615 | 0.181819 | 0.168483 | 0.133534 | 2.069069 | 0.391514 | -1.630934 | 1.193963 | 0.153308 | 0.586033 | 0.190557 | 0.022249 | 0.40393 | -2.075614 | 0.832976 | 0.202973 | 0.350586 | -0.131803 | -0.593498 | -0.370928 | 0.784231 | 0.347367 | 1.195802 | 0.176301 | -1.566094 | 0.860107 | 0.343229 | 0.032826 | 0.296323 | 0.023169 | 0.213549 | 0.752961 | 0.539587 | 0.185498 | 0.30828 | 0.17998 | 0.664668 | -1.19499 | 0.940582 | 0.695019 | 0.677084 | 1.583461 | 0.097666 | 0.154228 | -0.003503 | 0.731807 | -0.005802 | -0.58752 | 0.036505 | -4.049317 | 0.17952 | 0.099965 | 0.24298 | 0.273791 | -0.222394 | -1.208786 | -1.181194 | -2.111483 | -2.399353 | -2.180921 | -0.132722 | 0.311959 | -2.862888 | 0.502799 | -0.002583 | -0.089036 | -0.940689 | -3.158116 | 0.072833 | -1.656226 | -0.118467 | 0.648573 | -1.303976 | -0.87539 | 0.141812 | 0.092147 | -0.584761 | -1.847526 | 0.202053 | -0.826185 | 1.84098 | 0.238382 | 0.316557 | 0.835735 | 0.045242 | -1.105778 | 0.706975 | -0.622009 | -0.033393 | -3.230773 | 0.418645 | 0.816421 | -0.438986 | 0.696858 | 0.343689 | 0.087549 | -0.414614 | -0.038452 | -0.003503 | -1.039559 | -0.125365 | 0.346908 | 0.40485 | 1.129583 | 0.227805 | -0.002583 | -1.789124 | 0.270572 | 0.844012 | 0.857808 | -0.034313 | 0.314258 | 0.565799 | 2.79978 | 0.298163 | 0.62742 | -1.081405 | 0.199294 | -0.329541 | 0.664668 | -1.127851 | -1.859942 | 0.447616 | 1.371927 | 2.024923 | 0.163425 | 2.211624 | -1.637831 | 0.176761 | 0.202053 | 0.032826 | 0.126637 | 0.476587 | 0.164805 | -1.209705 | 0.709734 | -0.191124 | -1.276844 | -0.23665 | 0.1809 | 0.186878 | 0.304601 | -0.032474 | -2.574098 | 0.060417 | 0.454054 | -0.856996 | -0.569586 | 0.318397 | 0.326214 | -0.223774 | 0.099505 | 0.082031 | -2.468791 | 0.958516 | -0.255044 | 0.129856 | 0.208951 | 0.062257 | 0.266433 | -1.639671 | -0.947127 | 0.406229 | 0.163425 | -2.957618 | -0.189744 | 0.695938 | -0.0127 | 0.17998 | -0.129043 | 0.490383 | -2.055841 | 0.096286 | 0.876202 | -0.90574 | -0.195263 | 1.663016 | 0.413127 | 0.01949 | 1.005422 | 0.093527 | 1.80833 | 0.43658 | -3.532898 | -0.130883 | -0.186985 | -0.368169 | 0.744223 | 0.928626 | 0.113301 | 0.176301 | 0.414047 | 3.667529 | 1.33054 | -0.270219 | 0.431521 | -0.532337 | 0.170783 | 0.172622 | 0.235163 | -0.566826 | 0.105023 | 0.342769 | 0.282068 | 0.334951 | 0.138593 | 0.829297 | -0.703404 | 0.459113 | -2.018132 | 0.026848 | 1.039451 | -0.379665 | 0.016271 | 1.786257 | -0.516242 | 0.703756 | -0.01224 | 0.034205 | 0.128476 | 0.158826 | 0.481186 | 0.50004 | 0.296323 | -0.336439 | -0.889645 | -0.079379 | 1.152116 | 0.278389 | -0.054087 | 0.503259 | 0.124337 | 1.148437 | 0.177681 | 0.517054 | 0.110082 | 2.392807 | -1.657145 | 0.203433 | 1.319503 | 0.252637 | -0.01132 | 0.280688 | 0.695019 | 0.33817 | 0.260455 | -1.742679 | 0.330353 | -0.315745 | 0.152848 | 1.962842 | 0.234243 | -0.055466 | -2.31244 | 1.306167 | 0.555222 | -0.024196 | -1.292479 | -1.288341 | -0.155715 | -0.000284 | 0.109622 | -0.999091 | 0.934144 | 0.070534 | 0.443018 | 1.422051 | 0.558441 | 1.038071 | 0.487164 | 0.140432 | 0.027308 | -0.788477 | 3.350228 | -0.177328 | 0.429682 | -1.823613 | 0.454514 | 0.775494 | 2.077806 | 0.986108 | 0.305521 | 0.202053 | 0.27563 | 0.830216 | 0.228265 | 0.245739 | 0.548784 | 0.703756 | 0.278849 | 0.11468 | 0.398871 | 0.218148 | 0.070074 | -0.498308 | -2.375441 | -0.119386 | 0.286207 | -0.318044 | 0.153308 | 1.508964 | 0.143651 | 0.557982 | 0.017191 | 0.205732 | 0.187338 | 0.161126 | 0.198374 | 0.104563 | 0.217688 | -2.230126 | 0.091228 | -0.325862 | -1.415721 | 0.43612 | 2.087463 | -1.51505 | -0.752608 | -0.445424 | -0.052707 | -0.917237 | 0.904713 | -0.467038 | -0.436227 | 0.111001 | -0.370928 | 0.01857 | -0.025116 | -1.902708 | 0.01857 | -0.019598 | 1.238569 | -0.04351 | 0.206652 | 0.576376 | -0.956784 | 0.036045 | -0.177328 | -2.054001 | -0.604535 | 0.203433 | 0.08525 | -3.840082 | 0.012132 | -0.072481 | 0.171243 | 0.130315 | -0.309767 | 0.522113 | 0.937363 | 0.152389 | -1.324209 | -2.350608 | 0.133075 | 0.331273 | 1.402737 | -2.681705 | -2.799888 | -0.475775 | -0.169051 | 0.075593 | 0.291265 | 0.333112 | 0.182739 | 1.028414 | -0.179168 | 1.323642 | 0.30598 | -0.115248 | 0.383236 | 0.56258 | -1.189012 | -1.364677 | -0.52498 | 3.141453 |
KIAA2018 | 1.63206 | 1.746783 | -0.697328 | -0.372961 | -0.301332 | -0.068393 | -0.178457 | -0.046264 | -0.467301 | -0.297838 | -0.304244 | 2.081632 | -3.045352 | 0.015465 | -1.347228 | 0.538995 | -0.016564 | 0.311297 | -0.208739 | -0.177874 | -0.913961 | -0.209321 | -0.375873 | -0.38519 | -0.494089 | -0.078875 | 0.544818 | -0.5564 | 0.704964 | -0.28095 | -0.126046 | 0.140087 | 1.98671 | 0.234427 | -0.487683 | -0.207574 | 0.394573 | -0.243097 | -0.41489 | -0.140022 | 0.650223 | -0.205245 | -0.164481 | -0.148757 | -0.169722 | 1.392133 | 0.011388 | -0.436437 | -1.619766 | 0.203563 | 2.486364 | -0.96579 | -1.177764 | -0.411978 | -0.166228 | -0.346755 | -0.107993 | 0.536083 | 0.256556 | -0.379367 | -0.151669 | -0.191268 | -0.416637 | -0.65074 | -0.169139 | -0.232615 | -1.743806 | -0.499912 | -0.493507 | 0.749222 | -0.732851 | 0.411461 | -0.498165 | 1.188894 | -0.114981 | 0.631006 | -0.41256 | 0.053317 | -1.432833 | -0.208739 | 1.168512 | -0.135363 | -0.621623 | -1.415944 | -0.268138 | 0.540742 | 2.071732 | -0.384025 | 2.777537 | 1.946528 | -0.386355 | -0.269303 | 1.945363 | 0.922762 | 1.371751 | 0.653135 | -0.711887 | -0.545336 | 0.007312 | 0.288586 | 1.123089 | -0.271632 | 1.489385 | -0.322879 | 0.692152 | 0.761451 | -0.172633 | -0.014817 | -0.297838 | -0.18661 | -0.555235 | -1.86144 | -0.342679 | 1.00429 | -0.306573 | -0.389267 | 0.955373 | -0.350249 | -0.434107 | 0.274609 | 0.537248 | -0.064899 | -2.131649 | 2.362324 | -0.367137 | -0.284444 | 0.325273 | -0.147592 | -0.745081 | 0.172698 | 0.125528 | -1.244152 | -0.113816 | -0.013653 | -0.266391 | -0.513889 | -0.644335 | 0.216957 | 0.155228 | -0.403825 | 0.152899 | 0.609459 | -0.163898 | 0.048076 | -2.35527 | 0.130187 | -0.224462 | -0.21398 | -2.902094 | -3.453577 | -0.300167 | -0.019476 | -0.084117 | -0.266974 | 0.134264 | 0.349732 | -0.036946 | 3.400066 | 2.246437 | -0.520877 | 0.142416 | 1.060195 | -0.236692 | -1.202805 | -0.398002 | -0.086446 | 0.016629 | -0.183698 | 1.669913 | 3.587582 | 0.092335 | 1.588384 | -0.042188 | 0.624017 | -0.495254 | -0.179622 | 3.726181 | -0.236109 | 0.165128 | 0.536665 | 0.584418 | -0.010159 | -3.753486 | -1.651213 | 0.724181 | 1.425327 | 0.965855 | 0.275774 | -0.492342 | -0.256491 | -0.044517 | -0.063734 | 0.179687 | -1.766517 | 0.216957 | 1.648948 | -0.137693 | -0.39509 | -0.29085 | 0.646729 | 0.574518 | 0.505219 | 0.158722 | 1.357193 | -0.410231 | -0.092269 | -0.158657 | -0.5267 | -0.073052 | 0.469695 | 0.074864 | -0.185445 | 0.276356 | -0.193016 | -0.364808 | -0.024135 | -0.806809 | 0.451643 | 0.046911 | -0.549412 | 2.414735 | 4.044724 | -0.190686 | -0.580859 | 0.021288 | -0.322879 | -0.299585 | -0.088775 | -0.340349 | -0.895908 | -0.268138 | 0.798139 | -0.051505 | 0.625182 | 2.227219 | -1.090995 | -0.278621 | -0.398002 | 0.627512 | -0.444007 | -0.267556 | -0.234362 | 1.51035 | -0.915708 | -0.39509 | 0.83308 | -0.289103 | -0.221551 | 0.413208 | 0.183763 | 0.240251 | -0.287356 | -0.720622 | -0.314144 | -0.105081 | -0.245427 | 1.835299 | 1.637301 | -0.622788 | 0.437666 | -0.230868 | 0.278103 | -1.765353 | -0.539512 | -0.325791 | 0.789986 | -0.786427 | -0.109158 | -1.376345 | 0.173281 | 0.601306 | -0.043352 | 0.180851 | -1.460203 | -0.097511 | 0.822016 | -0.47953 | -1.464862 | -0.114981 | -0.258238 | 0.502889 | -0.151669 | -0.06257 | -0.587265 | -0.09984 | 0.28218 | -0.24368 | 0.095829 | -0.407902 | 0.007312 | -0.957055 | 0.251315 | 0.077776 | -0.314726 | -0.566882 | 0.621688 | -0.064317 | 0.290915 | -0.11964 | 0.267621 | -0.309485 | -0.235527 | -0.113234 | 3.234097 | -0.192433 | 0.684582 | -0.220386 | -0.395672 | -0.198257 | -0.725281 | -0.740422 | -0.188357 | 0.057394 | 1.619249 | -1.982568 | -1.063624 | 0.52036 | -0.077711 | -0.002006 | 0.062053 | 1.388057 | 0.0242 | 0.0638 | -0.354908 | -0.011323 | 0.010806 | -0.232033 | 1.12076 | 2.52771 | -0.188357 | -0.86155 | -0.11964 | 0.490078 | 0.317703 | -3.882185 | -1.138747 | 0.215792 | -0.271632 | -0.323461 | -0.236109 | -0.258821 | 1.257611 | 0.965273 | -1.024025 | -0.356655 | -0.476036 | -0.113234 | -0.297838 | -0.181951 | 0.340997 | 0.756793 | -2.033815 | 0.370696 | 0.637994 | -3.168227 | 0.178522 | -0.473124 | 0.893644 | -0.011906 | 0.107476 | 2.298848 | 0.286256 | -0.043935 | -0.198257 | -0.268138 | -0.168557 | -0.504571 | -0.135363 | 0.172698 | 1.881305 | -0.216309 | 1.852188 | 0.21288 | 0.188422 | 1.02409 | -2.051285 | -0.102752 | 0.266456 | 0.096993 | 0.27985 | 0.600724 | 0.211716 | -0.849903 | -1.325098 | -0.47196 | 0.856374 | 0.847639 | 0.011388 | -3.063404 | -0.070723 | 1.99428 | -0.205827 | -1.07993 | -0.048593 | 0.617612 | 0.09874 | -0.431195 | -0.057329 | 0.136011 | 1.47308 | -0.842915 | -0.33802 | -0.644335 | 0.113299 | 1.790459 | 0.667694 | 0.997884 | 0.013135 | 0.329932 | 0.746893 | 0.570442 | 2.030968 | 1.281487 | 0.346238 | -0.955308 | -4.311374 | -1.277346 | -0.349667 | -1.824752 | 0.966438 | 0.182016 | -0.169139 | 1.013025 | -0.14701 | 1.874317 | -0.301914 | -0.446337 | -0.427119 | 0.275774 | -0.257656 | 0.428931 | 0.656629 | -0.761969 | -0.661805 | -0.718875 | -0.293762 | -0.131287 | -0.116146 | 0.36662 | -0.085281 | -0.265809 | 0.094082 | 0.367785 | -0.340932 | -1.509702 | -0.071887 | -0.845827 | -0.460895 | -0.419549 | -0.199421 | 0.516866 | -0.920949 | -0.265227 | -0.181951 | 0.34915 | -0.097511 | 0.116793 | -0.030541 | 2.498011 | -0.226209 | -0.214562 | 0.70904 | 0.476684 | -0.314726 | -0.188357 | -0.358402 | 0.559377 | -0.220386 | -0.354908 | -0.435272 | 0.469113 | -0.704899 | 0.184345 | 0.092335 | 1.481815 | 1.608184 | 0.066711 | 0.166293 | 1.418921 | -0.08994 | -0.668211 | -0.646664 | 1.421251 | -1.971504 | -2.207354 | -1.001313 | -0.23145 | 0.582671 | -0.091105 | 0.979249 | -0.537765 | 0.148822 | 3.199156 | -0.103334 | 1.768912 | -0.133616 | 0.203563 | -0.101005 | 0.124946 | 0.009059 | -0.006082 | -0.325208 | -0.663552 | -0.401496 | -0.344426 | 0.056811 | -0.040441 | 0.832498 | 0.508713 | -0.388102 | -0.209904 | 3.685999 | -1.602878 | 2.08105 | -0.18661 | 4.453532 | -0.220386 | 0.223363 | 0.218704 | -0.09984 | 0.153481 | -1.981986 | -0.600659 | -2.542786 | -0.188939 | 0.279268 | -1.028101 | -0.326373 | -2.277236 | -0.372378 | -0.039858 | -0.283862 | -2.097873 | -2.634215 | -0.155163 | -0.17438 | -0.105081 | 0.247239 | -0.572123 | 0.421943 | 0.607129 | -0.229703 | 0.062053 | -0.045099 | -0.838838 | -0.15691 | 0.727675 | -0.202915 | -0.537765 | -0.221551 | 1.535391 | 0.233845 | -0.089358 | 0.328767 | 1.320505 | -0.555235 | -0.284444 | -0.378784 | 1.606437 | -0.937255 | -0.552324 | 0.144746 | 1.354281 | 0.350897 | 0.964108 | 0.22511 | -0.251833 | -0.805645 | 0.044582 | 0.677011 | -0.230868 | 0.240833 | -0.374125 | -0.741587 | -0.354908 | -0.173798 | 0.45339 | 0.713117 | -0.013653 | -0.095181 | 0.637411 | -0.345008 | -0.220968 | -0.172051 | 0.497648 | -0.101005 | -0.110322 | 0.073117 | -0.135363 | -0.328702 | -0.229703 | -0.442842 | 0.720687 | -0.13711 | -0.29085 | -0.296673 | 1.648366 | -0.266391 | -1.369939 | -0.449831 | -0.169722 | -0.151087 | -0.178457 | -0.301332 | -0.282697 | -2.574815 | 0.899468 | -0.367137 | -0.300167 | 0.720105 | -0.023553 | -0.84408 | 1.648948 | 0.40622 | -0.453325 | -0.466719 | -0.473124 | -1.234252 | 2.574298 | -0.569212 | -0.331614 | 0.035265 | 0.020124 | -0.44226 | -0.454489 | -0.348502 | -0.497001 | 4.893204 | -0.537765 | -0.200586 | 0.269368 | 0.286256 | -0.419549 | 0.296738 | -0.024135 | -1.138747 | -0.154581 | -1.448556 | 0.15581 | -0.455072 | -1.997709 | -0.188357 | -0.297838 | -0.753816 | 0.383508 | 1.427074 | 1.012443 | 1.305364 | 0.499978 | -0.243097 | -0.856891 | 0.97692 | -1.181259 | 0.972261 | 3.658628 | 0.770187 | -0.395672 | -0.038111 | 0.442325 | -0.173216 | -0.029958 | 1.576155 | 0.997302 | -0.967537 | -0.566882 | -2.52648 | -0.398002 | -0.282697 | -0.818456 | -0.98559 | -0.990249 |
CCDC27 | 1.171112 | -3.992602 | -0.522678 | 0.377119 | 0.589188 | -2.041661 | 0.551927 | 0.417601 | 0.303056 | 0.570327 | -0.920594 | 0.569867 | 0.194492 | 2.407183 | -0.944055 | 1.465984 | 0.315017 | -2.819093 | 0.597008 | 0.64623 | -0.596741 | -0.691505 | 0.341238 | 0.16091 | 0.349518 | 0.63611 | -0.09486 | 1.052887 | 0.766755 | 0.704193 | 0.942023 | 0.272235 | 1.83814 | -1.101842 | 0.358719 | 0.530766 | -0.701165 | 0.481544 | 0.416221 | -1.686066 | -0.273808 | -0.553039 | -1.181885 | 0.714313 | 0.597928 | 0.221633 | 0.63657 | 0.573087 | -0.364431 | -0.644583 | 0.428181 | 1.529007 | -0.278868 | 0.549166 | 0.563887 | 0.504085 | 0.62921 | -0.359831 | -1.853973 | 0.559287 | 0.38402 | 0.365619 | 0.424041 | 3.301 | 0.368839 | 0.504545 | 0.274535 | -0.533258 | 0.018304 | 1.402962 | -0.116481 | -0.783509 | 0.438302 | 0.318697 | 0.63657 | -2.75791 | -0.392493 | 0.167351 | -0.703695 | 0.249694 | 0.131009 | 0.591948 | 0.003584 | -0.441255 | 0.551006 | -0.263227 | 1.166512 | -2.971819 | -1.853053 | -0.182264 | 0.408401 | 0.538586 | 0.791596 | -0.756828 | -0.879193 | 1.147651 | -1.462497 | -0.012517 | -0.016657 | 0.967784 | 0.707413 | 0.14895 | 0.075347 | 0.537206 | -0.282088 | -0.024937 | 0.582748 | 0.708793 | 0.561127 | 0.62461 | 0.598848 | -0.037588 | 0.575387 | -1.250198 | 0.499944 | -2.49478 | 0.345838 | 0.482464 | 0.238654 | 0.973304 | -0.201125 | -1.379693 | -1.587622 | -1.838332 | 0.250154 | -0.371792 | -0.641363 | -0.992357 | 0.211972 | 0.970544 | 1.708414 | -1.485038 | 1.513826 | 0.474183 | 0.616329 | 0.362859 | -1.041579 | 0.548706 | -0.638143 | 0.648071 | 0.136529 | -1.601423 | 0.528926 | -0.07738 | -0.476216 | 0.612649 | -1.217307 | 0.568487 | -1.230187 | 1.215734 | 0.526625 | 1.100729 | -1.461117 | 0.528466 | -1.136803 | -2.547682 | 0.62921 | -1.642824 | -0.398473 | 0.410241 | 0.917642 | 0.915342 | -0.791789 | -0.268287 | 0.535826 | 0.855079 | 0.600229 | -3.077164 | -0.754988 | -2.094563 | -2.25833 | 0.481084 | -0.82445 | 1.246095 | 0.370219 | 0.459463 | 1.087849 | -0.584321 | 0.774116 | 0.378039 | 1.050127 | 0.592868 | -2.399556 | -0.526358 | -1.383834 | 0.62783 | 1.3703 | 0.543646 | 0.140209 | 0.490744 | 0.906601 | 0.604369 | 0.278675 | 0.771356 | 1.063468 | 0.38632 | 0.622309 | -0.029998 | 0.413461 | -1.923896 | -1.964838 | 1.257596 | -1.083901 | 0.423121 | 0.358719 | 0.63887 | 0.474183 | 2.001447 | -0.657004 | -1.163024 | -0.745327 | 0.371599 | -0.027697 | 0.441982 | 0.545946 | 0.251074 | -2.102843 | 2.176714 | 0.238654 | -0.960616 | -0.691505 | -1.53472 | 0.664631 | 0.728574 | -0.509797 | 0.62599 | 0.668771 | -0.371792 | 0.521565 | -0.189164 | -1.139563 | 0.360099 | 0.549166 | -2.550902 | 0.984344 | -1.202586 | -3.109365 | 0.585968 | -0.604561 | 0.546406 | 0.847259 | 0.481544 | -0.376852 | -1.406375 | 1.782477 | -0.797309 | 0.779176 | 0.443822 | -0.702545 | -1.429375 | -0.848371 | -0.296349 | 0.249694 | 0.496264 | 0.588728 | 0.467743 | -1.667665 | -1.393494 | -0.007457 | -1.410515 | 0.467283 | 0.16321 | 1.283817 | -1.312531 | 0.672452 | 0.332037 | 0.556987 | 0.549626 | -0.254487 | -0.072319 | -0.432054 | 0.512825 | -0.013437 | 0.438302 | 0.63013 | -1.649265 | 0.189892 | 1.10809 | 0.589648 | -1.023179 | -2.213248 | 0.550086 | -1.254108 | 0.325137 | 0.574467 | -0.172143 | 0.453942 | 0.960883 | 0.524785 | -1.557721 | -1.571061 | -1.912855 | 0.922702 | 0.500404 | 0.509145 | 0.027505 | -0.749467 | 0.916722 | 1.300378 | 0.488444 | 0.650831 | 0.832078 | 0.087767 | 0.533986 | 0.073047 | -0.465176 | 0.63703 | 0.431862 | 0.257974 | -1.721948 | 0.320077 | 0.64071 | -0.152823 | -0.101301 | 0.345378 | -0.107741 | -0.800989 | 0.198632 | -2.973659 | 0.39736 | -1.342432 | 2.638113 | 0.134229 | 0.440142 | 0.563887 | 0.349518 | 0.612649 | -1.872834 | 0.840358 | 0.572167 | 0.649911 | 0.554687 | 0.166891 | 0.249694 | -2.327333 | 0.572627 | 0.089607 | 0.344458 | 0.570787 | 0.228993 | 0.505465 | 1.443443 | 0.344458 | -0.269207 | -0.107741 | 0.421741 | 0.515585 | 0.511905 | -1.503899 | 0.87256 | 1.075428 | 0.516505 | 0.093748 | -1.54116 | -0.511177 | -0.289448 | -0.605941 | 0.288336 | 0.653591 | 0.981584 | -1.658005 | 0.337098 | 1.798118 | 0.251074 | 0.228073 | -1.370033 | 0.249694 | 0.025205 | -1.76887 | -0.710366 | 0.15401 | 0.480164 | 0.215193 | -1.339672 | 0.548706 | -0.960616 | 0.669231 | -2.523301 | 0.15401 | -1.738968 | -0.790409 | -0.80513 | -1.411435 | 0.927302 | 0.38356 | -0.536019 | -0.054839 | 1.425503 | 2.033188 | 1.159152 | 0.834838 | 0.530306 | -0.009757 | 0.298916 | -0.979937 | 0.700973 | 0.238654 | -1.196146 | 0.747435 | 1.678973 | 0.438762 | 0.359179 | -1.483198 | -2.657626 | -1.933096 | -0.675404 | -0.628022 | 0.63703 | 1.068988 | -0.08612 | -0.058519 | -1.05584 | -0.616982 | -0.159263 | -0.313829 | -1.165325 | -3.502221 | -1.511719 | -0.80835 | 0.484304 | -0.034138 | 0.539046 | -1.28999 | 0.584128 | 0.748355 | 0.16459 | 0.39322 | 0.516965 | 1.11821 | 0.546866 | 0.046366 | 0.004964 | 0.280055 | -0.703005 | 0.209212 | 0.534446 | -0.059899 | -1.975878 | 0.510065 | 0.64393 | -0.57696 | 0.453942 | -0.58064 | -0.287608 | -0.437574 | 0.519725 | 0.984344 | 0.618169 | 0.519265 | 0.422201 | 1.155011 | 0.309957 | 0.518345 | 0.64623 | 0.463143 | 0.197712 | 0.764455 | 0.467743 | -1.948277 | 0.563427 | 0.38816 | -0.895753 | -0.395713 | 0.371139 | 0.496724 | 0.240954 | 0.848639 | 0.241874 | 0.544566 | 0.033025 | -0.461035 | 0.059706 | -1.392574 | -1.860873 | -1.380153 | 1.959125 | 0.172871 | 0.516045 | 2.31518 | 0.809537 | 0.134229 | 0.197712 | -0.201585 | 0.187591 | -1.928956 | -1.100462 | 0.550546 | 0.929142 | 0.613109 | 1.010105 | 0.562967 | 1.774657 | 0.002204 | 0.520185 | 0.370679 | 0.64485 | -0.214005 | -0.316129 | 0.166431 | 0.594248 | 0.62783 | -0.847911 | 0.226233 | -2.356314 | 0.167351 | 3.024069 | 0.364239 | 0.782396 | -2.361374 | 0.40104 | -1.259628 | 1.387321 | -0.513478 | -0.610082 | 0.63243 | -1.079301 | 0.559287 | 0.863819 | -0.719566 | -0.837331 | 1.220794 | 0.108928 | -0.537859 | -0.919214 | 0.720293 | -0.033678 | -1.192006 | 0.473723 | -1.016738 | 0.503165 | -0.475756 | 0.675672 | -1.042499 | -1.192466 | 0.594708 | -0.176744 | -0.059899 | -1.196146 | 0.234513 | 0.368839 | 0.776416 | 0.64255 | -1.365433 | 0.720754 | 0.039465 | 0.551927 | 1.279677 | 0.612649 | 0.318237 | 0.284655 | -1.398554 | -0.734287 | 0.301676 | -0.718186 | 0.340318 | 0.216113 | 0.476483 | 0.241414 | 0.570327 | -0.038738 | 0.587808 | 0.816437 | -0.81985 | 0.88774 | -0.296349 | -0.409513 | 0.489824 | -0.370412 | -0.382832 | 0.412541 | 0.248774 | -3.283252 | -1.359453 | 0.359179 | 0.430481 | 0.658651 | -1.565541 | -0.685985 | 0.690392 | 0.767675 | 2.036868 | 0.274535 | 1.554768 | 0.87532 | 0.355498 | 0.712473 | 0.476483 | 0.904761 | 0.557447 | 0.522025 | 0.508225 | -0.671724 | -1.968058 | -0.297729 | 0.534446 | 0.435082 | -1.134043 | 0.527546 | -0.228726 | 0.355958 | 0.610809 | 0.591028 | 0.454863 | 0.432782 | 0.546406 | -1.372333 | -2.039361 | -0.548899 | -0.251727 | 2.872263 | -1.416495 | 0.022445 | 0.816897 | -0.115101 | 0.16321 | 0.40104 | 0.238194 | 1.146271 | -0.967516 | -1.263309 | -1.028699 | 0.829318 | 0.664631 | 0.39736 | 0.501784 | 0.346298 | 0.246014 | 1.711175 | 0.373899 | 0.490744 | -3.169628 | -0.547519 | 0.326517 | 1.026206 | -1.755069 | -0.31935 | 0.544106 | -0.399393 | 0.414381 | 0.449802 | 1.435623 | 0.576768 | 0.579068 | -3.170088 | -1.669505 | 0.40196 | 0.442902 | 1.493586 | -0.34005 | 0.464983 | 1.36432 | -1.022719 | -0.243446 | -0.407213 | -0.012517 | 0.538586 | 0.505925 | 0.607129 | 0.709713 | 0.093748 | -1.368653 | 0.117209 | -1.322651 | 0.62783 | 0.296156 | -1.280789 | -2.26477 | 0.261655 | -0.990977 | -0.057139 | -0.283928 |
PURG | 1.172749 | 1.315165 | -1.139863 | 0.467244 | 0.449168 | -0.911724 | 0.483402 | 1.076892 | -1.468789 | -1.024287 | 0.428901 | -0.224842 | 1.079905 | -3.047412 | -0.532131 | 0.190628 | 0.507777 | 0.756457 | 0.499835 | 0.483128 | 3.10796 | 0.551871 | 0.380699 | -3.189828 | 0.322089 | 0.503943 | -0.743016 | 1.202602 | -0.021626 | 0.473269 | -0.75315 | -0.543634 | 1.442244 | 0.692096 | 1.330502 | 0.883262 | -0.444491 | 0.433557 | 0.368922 | 0.615411 | 0.099428 | -1.153009 | 0.492988 | -0.207862 | 0.484772 | -0.679751 | -1.033051 | -1.956015 | -3.333339 | -1.084814 | 0.339069 | 1.690376 | 1.33105 | 3.136717 | 0.491619 | -0.503374 | 0.508873 | -0.478178 | 0.61185 | -0.798613 | 0.447798 | 0.366731 | 0.384533 | -1.841261 | 0.41685 | 0.438213 | -0.530488 | -0.227581 | -0.405601 | 0.98843 | 1.23355 | -0.406422 | -1.763754 | -1.195734 | 1.700235 | 1.553711 | 0.372893 | 0.695109 | 1.120165 | -0.181022 | 1.390207 | 1.102363 | -1.239828 | -1.14178 | 0.434926 | -0.057504 | 0.819449 | -0.470509 | -0.892005 | -2.057349 | 0.643894 | 0.431913 | -0.326724 | 0.81671 | -0.61046 | -0.398754 | -0.675643 | 1.017187 | 0.595144 | 0.740024 | 0.448072 | 0.83369 | -2.452005 | 0.405074 | 0.7581 | 0.929273 | 0.476829 | 0.561457 | 0.447251 | 0.48751 | 4.332187 | -1.06263 | 0.42671 | 0.44369 | -0.53487 | 0.419041 | -1.629828 | 1.251078 | 0.37303 | 0.689905 | -0.670713 | 0.444786 | -0.713438 | 1.090312 | 0.295523 | 0.339343 | 1.162342 | 0.528866 | 0.661422 | -1.566015 | 1.075797 | -0.000537 | 0.337974 | 0.492714 | 0.468613 | -0.698648 | -1.456738 | -1.092483 | 0.59131 | 0.419315 | -0.939112 | -0.878585 | 0.919413 | 0.534891 | 0.431092 | 0.553515 | -0.485025 | 0.466148 | 1.940972 | -1.025931 | 0.436843 | 0.939954 | -0.637574 | 0.442047 | -0.576226 | 0.568852 | 0.552145 | 2.11954 | -2.019006 | 0.334961 | -0.965952 | 0.178852 | -0.52282 | 0.892574 | 1.18836 | -0.930348 | 0.433009 | -1.814969 | -0.250313 | 1.241766 | -1.04565 | 0.428627 | -0.321247 | -1.249961 | 1.311331 | 0.449715 | -1.709252 | 0.37796 | 0.588845 | -1.186696 | -1.095769 | -0.411352 | 1.075249 | -0.252778 | -0.74822 | 0.508599 | 0.911197 | -0.251956 | -0.690432 | 0.444512 | -0.512138 | 0.303739 | -0.773143 | 1.350221 | -0.300432 | -1.356499 | 0.449989 | -0.011766 | 0.005762 | 0.834238 | 0.902707 | 0.011513 | -0.485299 | 0.316885 | 0.350024 | 0.499013 | 0.570221 | 0.362349 | 0.819175 | -1.524386 | 0.588845 | -0.120769 | -1.613122 | 0.762208 | 0.429722 | -2.732728 | -0.983754 | -0.173627 | 0.570221 | -0.424772 | -1.064273 | -0.252504 | -1.226682 | 0.41822 | -0.638943 | 0.444238 | 0.45218 | 0.519006 | 0.44013 | 0.096141 | -0.962939 | 1.010614 | 0.084912 | 0.172553 | -0.482012 | 0.08409 | -1.800727 | 0.440404 | -1.584091 | -2.060636 | 0.452728 | 0.43876 | 1.291064 | -1.569849 | 0.549954 | -0.206766 | -0.649898 | -1.149997 | 1.741864 | -0.89091 | -0.46065 | -0.02546 | 0.24869 | 0.408086 | -2.062553 | -0.700292 | -1.387447 | -0.763283 | 0.508599 | -0.76657 | 1.590411 | -0.056682 | -0.564175 | 0.583367 | -1.235446 | 1.306401 | 0.205418 | -0.586359 | 0.373852 | 0.727426 | 0.707707 | 1.060186 | 0.638142 | 0.491345 | 0.518185 | 1.55645 | 0.626366 | -0.130081 | 0.464231 | -0.419842 | 0.805207 | -0.234428 | 0.595692 | 0.896956 | 0.501752 | 0.985418 | 0.403704 | 0.620067 | 0.98843 | -1.133016 | 0.006583 | 1.142623 | -1.509322 | 0.488606 | -1.734997 | -0.129807 | 0.496822 | 0.690453 | -0.542265 | 0.469982 | -1.459203 | 0.534891 | 2.690846 | 1.42362 | 0.198845 | -0.06928 | 0.486415 | -0.349182 | -1.784568 | -0.929252 | -0.517342 | 0.477377 | 0.86053 | 0.94461 | -1.007307 | 0.705242 | -0.396836 | -0.07421 | 0.414385 | 0.443964 | -0.774238 | -0.901591 | 0.184329 | -1.932461 | 0.150369 | 0.51572 | 0.507503 | -0.270032 | -1.295425 | 0.471899 | -0.240453 | -0.684407 | -0.603613 | -0.338775 | -1.528768 | -0.658388 | -0.822714 | 0.554336 | 0.40973 | 0.456015 | 0.666352 | 0.84711 | -1.8073 | 1.097707 | 0.381246 | 0.405895 | -0.270853 | 0.420685 | 0.502847 | 0.571043 | 0.867377 | -1.451535 | -1.069477 | -0.939386 | -0.954997 | -2.726429 | -0.530488 | -0.754519 | -1.538079 | 0.549133 | -0.718367 | -0.159112 | 0.543929 | 0.602812 | 1.459772 | 0.46697 | 0.302918 | -0.422855 | -1.166429 | -1.503023 | 0.476281 | -1.127813 | -0.285369 | -0.746303 | 0.032054 | 0.015895 | -1.428529 | 0.680867 | 0.585558 | -1.002925 | -1.294329 | 0.628557 | 2.584308 | -0.061338 | 0.668817 | 2.331794 | -1.624624 | -0.844898 | 0.852862 | 0.663613 | -0.856949 | 0.488332 | -2.189358 | 0.747419 | -1.635306 | -0.776977 | 0.331401 | -0.661675 | -1.262012 | 1.143444 | 1.064842 | 0.370839 | 0.193093 | 0.562005 | -1.879877 | 1.124273 | -1.886724 | -0.580881 | 0.717019 | -0.123782 | 0.67046 | 0.693465 | -0.296324 | 0.465053 | 0.256359 | 1.307222 | -1.105081 | -0.67619 | 2.413957 | -0.545278 | -2.100895 | 0.475734 | -0.530488 | 0.486415 | -1.028943 | 0.657588 | 0.402609 | -0.560341 | -0.288381 | 0.468613 | -0.393002 | 0.836429 | 1.408283 | -0.831478 | -1.203403 | 1.024582 | 0.253346 | 0.50586 | 0.360432 | -1.272145 | 1.006506 | 0.19638 | -2.788873 | 0.015347 | -0.18869 | 0.477377 | -0.028199 | 0.281555 | -1.715825 | -1.052497 | 1.454842 | -1.088922 | 0.093676 | 0.485046 | 0.046022 | 0.497096 | 0.599252 | 1.098529 | -1.001829 | -0.28619 | -1.443044 | -0.297145 | -0.204849 | 0.441225 | 0.476829 | -1.502749 | -0.450242 | 0.460944 | -0.658115 | -1.003473 | -1.348557 | 0.249238 | 0.642251 | 0.673199 | -2.418592 | -0.654828 | -0.468318 | -0.918571 | -0.089273 | 0.528866 | 0.905446 | 0.263206 | 0.058894 | -2.711092 | -1.089744 | -2.334238 | 0.463957 | 0.796443 | 1.079905 | -1.21737 | -2.052967 | 0.637321 | 0.002475 | 0.491071 | -0.462293 | 0.528592 | -0.019709 | -1.039351 | 0.600074 | 0.535439 | -0.850376 | 1.002398 | 0.291141 | -1.201485 | 1.676682 | -0.746577 | 0.865186 | 3.02388 | 2.196773 | 0.365088 | -0.718094 | -0.529119 | -0.211422 | -1.056879 | 0.624722 | -0.883241 | 0.479568 | -1.206689 | -0.706317 | -0.369723 | -0.864891 | -1.192174 | 0.304835 | 1.042658 | 0.539273 | 0.350298 | -1.519456 | 0.4048 | 1.053613 | -0.637574 | 0.504491 | 0.456836 | 1.951106 | -0.670987 | 0.355228 | 0.011513 | 0.860804 | 2.666197 | 1.007054 | 0.782475 | 0.727426 | 0.499287 | 0.619519 | -0.639217 | 0.748241 | 0.48751 | 1.09223 | 0.500383 | 0.336605 | 0.47546 | -0.669891 | -0.941851 | 0.49737 | -2.466794 | -3.096162 | -1.607918 | 0.443142 | 0.184055 | 0.404526 | 0.860804 | -1.357321 | 0.655944 | -0.402588 | -0.819154 | 0.66909 | 0.379877 | 0.453824 | -2.289322 | -0.579786 | -0.563901 | -0.519807 | 0.671555 | 0.466696 | 0.714554 | -0.458733 | 0.530783 | -0.766844 | 1.086478 | -1.174372 | -0.366162 | 0.482307 | 0.375769 | 0.175291 | -0.075306 | 0.374399 | 0.517089 | 0.473543 | 0.608564 | 0.466696 | 0.422328 | 0.053964 | -1.171633 | -0.588276 | 0.503943 | -0.746577 | 0.433009 | 1.171654 | 0.074505 | -1.096317 | 0.394392 | 0.471899 | -0.714259 | 0.424793 | 0.168718 | -1.665158 | 0.542286 | 2.264694 | -0.358494 | -0.122412 | -0.558424 | 0.580902 | 0.145439 | -0.452433 | -0.260994 | 0.017812 | 1.303662 | 0.266766 | -2.366556 | -0.440383 | -1.638592 | 0.416303 | 0.657314 | -0.513782 | 1.573156 | 1.440874 | 0.406717 | 0.332222 | -0.524189 | 0.32921 | 0.432735 | -1.826471 | -1.237911 | 0.347012 | 0.74961 | -0.897756 | 0.672103 | 0.481485 | 1.282026 | 0.578437 | 0.363171 | -0.063255 | 0.469435 | 1.826492 | 0.194737 | -0.923775 | 0.462862 | -0.270306 | 1.00678 | 0.831773 | 0.437117 | 0.12435 | -0.532953 | 0.93119 | -1.147258 | 0.300727 | 0.707159 | 0.422602 | 3.046338 | -1.017988 | 0.476281 | -0.648803 | -1.18697 | -2.185523 | -1.229969 | 0.844371 | -0.618403 | 0.218016 | -0.363971 | -0.49105 | 0.691822 | -1.806752 |
End of preview.
MLOmics: Cancer Multi-Omics Database for Machine Learning
MLOmics is an open benchmark database for developing and evaluating machine learning methods on cancer multi-omics data. It covers 8,314 patient samples across 32 cancer types with four omics modalities: mRNA expression, miRNA expression, DNA methylation, and copy number variation (CNV). Unlike raw TCGA releases, MLOmics provides standardized preprocessing, unified feature scales, and benchmark-ready task organization for reproducible machine learning studies.
- Paper: Scientific Data, 2025
- GitHub: chenzRG/Cancer-Multi-Omics-Benchmark
- Project page: chenzrg.github.io/project/mlomics
Dataset Overview
| Datasets | Cancer types | Patients | Omics types |
|---|---|---|---|
| 20 | 32 | 8,314 | 4 (mRNA, miRNA, Methy, CNV) |
MLOmics is organized into three benchmark tasks covering supervised learning, unsupervised learning, and missing-value imputation.
Tasks
| Category | Datasets |
|---|---|
| Pan-cancer classification (1) | Pan-cancer |
| Golden-standard subtype classification (5) | GS-BRCA, GS-COAD, GS-GBM, GS-LGG, GS-OV |
| Cancer subtype clustering (9) | ACC, KIRP, KIRC, LIHC, LUAD, LUSC, PRAD, THCA, THYM |
| Omics data imputation (5) | Imp-BRCA, Imp-COAD, Imp-GBM, Imp-LGG, Imp-OV |
Download
Option 1 (recommended): Clone directly from Hugging Face (requires git-lfs):
git lfs install
git clone https://huggingface.co/datasets/AIBIC/MLOmics
Option 2: Use the download script from the GitHub repository:
./download.sh
Data Structure
Main_Dataset/
├── Classification_datasets/
│ ├── Pan-cancer/Original/ # Pan-cancer (8314 samples, 32 types)
│ ├── GS-BRCA/ {Original, Aligned, Top}/
│ ├── GS-COAD/ {Original, Aligned, Top}/
│ ├── GS-GBM/ {Original, Aligned, Top}/
│ ├── GS-LGG/ {Original, Aligned, Top}/
│ └── GS-OV/ {Original, Aligned, Top}/
├── Clustering_datasets/
│ └── {ACC,KIRP,KIRC,LIHC,LUAD,LUSC,PRAD,THCA,THYM}/
│ └── {Original, Aligned, Top}/
└── Imputation_datasets/
└── {Imp-BRCA,Imp-COAD,Imp-GBM,Imp-LGG,Imp-OV}/Top/
Each dataset folder contains CSV files named {DATASET}_{OMICS}.csv (e.g., BRCA_mRNA.csv). Rows are features (genes/probes), columns are patient samples. Values are z-score normalized. All omics modalities of the same dataset share identical sample ordering.
Feature Scales
Three preprocessed versions are provided for classification and clustering datasets:
| Scale | Description |
|---|---|
| Original | Full feature set (no filtering) |
| Top | ANOVA-selected top features — mRNA: 5000, miRNA: 200, Methy: 5000, CNV: 5000 |
| Aligned | Intersection of features shared across all sub-datasets in the same task group |
Imputation datasets provide the Top scale only.
Feature Dimensions
| Dataset | Scale | mRNA | miRNA | Methy | CNV |
|---|---|---|---|---|---|
| ACC | Original | 18034 | 368 | 18711 | 19519 |
| KIRP | Original | 17254 | 375 | 18715 | 19532 |
| KIRC | Original | 18464 | 352 | 19045 | 19523 |
| LIHC | Original | 17945 | 435 | 18714 | 19523 |
| LUAD | Original | 18303 | 427 | 19034 | 19532 |
| LUSC | Original | 18577 | 423 | 19025 | 19543 |
| PRAD | Original | 17948 | 447 | 19028 | 19528 |
| THCA | Original | 17261 | 345 | 19024 | 19532 |
| THYM | Original | 18341 | 535 | 18716 | 19532 |
| Clustering (all) | Aligned | 10452 | 254 | 10347 | 10154 |
| Clustering (all) | Top | 5000 | 200 | 5000 | 5000 |
| GS-BRCA | Original | 18206 | 345 | 19049 | 19533 |
| GS-COAD | Original | 17261 | 375 | 19023 | 19545 |
| GS-GBM | Original | 17539 | 308 | 19031 | 19539 |
| GS-LGG | Original | 18339 | 321 | 19017 | 19528 |
| GS-OV | Original | 17344 | 244 | 19031 | 19528 |
| Classification (GS) | Aligned | 11343 | 286 | 11189 | 11203 |
| Classification (GS) | Top | 5000 | 200 | 5000 | 5000 |
| Pan-cancer | Original | 3217 | 383 | 3139 | 3105 |
| Imputation (all) | Top | 5000 | 200 | 5000 | 5000 |
Citation
@article{2025mlomics,
title={MLOmics: Cancer Multi-Omics Database for Machine Learning},
author={Yang, Ziwei and Kotoge, Rikuto and Piao, Xihao and Chen, Zheng and Zhu, Lingwei and Gao, Peng and Matsubara, Yasuko and Sakurai, Yasushi and Sun, Jimeng},
journal={Scientific Data},
volume={12},
number={1},
pages={1--9},
year={2025},
publisher={Nature Publishing Group}
}
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