{ "source": "LiteFold/HumanProteinAtlas", "entry_rows": 20162, "cancer_prognostic_rows": 442504, "rna_expression_measurement_rows": 149150, "splits": { "train": 18138, "test": 2024 }, "split_strategy": "deterministic sha256(ensembl_id) % 10; bucket 0 is test, buckets 1-9 are train", "evidence_counts": { "Evidence at protein level": 18564, "Evidence at transcript level": 1344, "No human protein/transcript evidence": 254 }, "rna_tissue_specificity_counts": { "Low tissue specificity": 8096, "Tissue enhanced": 6356, "Tissue enriched": 3132, "Group enriched": 1547, "Not detected": 1031 }, "top_subcellular_main_locations": { "Nucleoplasm": 4897, "Cytosol": 3087, "Vesicles": 1661, "Plasma membrane": 1648, "Mitochondria": 974, "Golgi apparatus": 886, "Nucleoli": 638, "Endoplasmic reticulum": 486, "Nuclear speckles": 412, "Nuclear bodies": 326, "Centrosome": 248, "Microtubules": 237, "Nucleoli fibrillar center": 193, "Nuclear membrane": 193, "Cell Junctions": 192, "Mid piece": 151, "Principal piece": 140, "Primary cilium": 140, "Basal body": 139, "Actin filaments": 138 }, "top_protein_classes": { "Predicted intracellular proteins": 15915, "Predicted membrane proteins": 5573, "Disease related genes": 4906, "Human disease related genes": 4555, "Enzymes": 3777, "Plasma proteins": 3750, "Metabolic proteins": 2882, "Transporters": 2138, "Essential proteins": 2023, "Predicted secreted proteins": 1902, "Potential drug targets": 1757, "Cancer-related genes": 1672, "Transcription factors": 1485, "FDA approved drug targets": 854, "G-protein coupled receptors": 743, "CD markers": 384, "RAS pathway related proteins": 235, "Immunoglobulin genes": 214, "T-cell receptor genes": 196, "Ribosomal proteins": 180 }, "columns": [ "ensembl_id", "gene", "gene_description", "uniprot", "chromosome", "position", "evidence", "hpa_evidence", "uniprot_evidence", "nextprot_evidence", "antibodies", "gene_synonyms", "protein_classes", "biological_processes", "molecular_functions", "disease_involvement", "subcellular_main_locations", "subcellular_additional_locations", "secretome_locations", "secretome_functions", "reliability_if", "reliability_ih", "reliability_mouse_brain", "interactions", "ccd_protein", "ccd_transcript", "blood_expression_cluster", "brain_expression_cluster", "cell_line_expression_cluster", "single_cell_expression_cluster", "tissue_expression_cluster", "rna_tissue_specificity", "rna_tissue_distribution", "rna_tissue_specificity_score", "rna_cell_line_specificity", "rna_cell_line_distribution", "rna_cell_line_specificity_score", "rna_cancer_specificity", "rna_cancer_distribution", "rna_cancer_specificity_score", "rna_single_cell_type_specificity", "rna_single_cell_type_distribution", "rna_single_cell_type_specificity_score", "rna_blood_cell_specificity", "rna_blood_cell_distribution", "rna_blood_cell_specificity_score", "prognostic_cancer_count", "validated_prognostic_cancer_count", "potential_prognostic_cancer_count", "favorable_prognostic_cancers", "unfavorable_prognostic_cancers", "prognostic_cancers", "source_row_index", "split_bucket" ], "metadata_tables": [ "metadata/cancer_prognostics.parquet", "metadata/rna_expression_measurements.parquet" ] }