Datasets:
Formats:
parquet
Languages:
English
Size:
10M - 100M
Tags:
biology
chemistry
drug-discovery
clinical-trials
protein-protein-interaction
gene-essentiality
License:
| -- NegBioDB PPI Domain — Initial Schema | |
| -- Migration 001: Core tables for protein-protein interaction negatives | |
| -- | |
| -- Design decisions: | |
| -- - Symmetric pairs: CHECK (protein1_id < protein2_id) canonical ordering | |
| -- - Separate proteins table (not reusing DTI targets — separate DB) | |
| -- - Confidence tiers: gold/silver/bronze/copper (same as DTI/CT) | |
| -- - Dedup: COALESCE(experiment_id, -1) pattern (same as DTI/CT) | |
| -- ============================================================ | |
| -- Common Layer tables (same as DTI/CT) | |
| -- ============================================================ | |
| CREATE TABLE IF NOT EXISTS schema_migrations ( | |
| version TEXT PRIMARY KEY, | |
| applied_at TEXT DEFAULT (strftime('%Y-%m-%dT%H:%M:%SZ', 'now')) | |
| ); | |
| CREATE TABLE IF NOT EXISTS dataset_versions ( | |
| dataset_id INTEGER PRIMARY KEY AUTOINCREMENT, | |
| name TEXT NOT NULL, | |
| version TEXT NOT NULL, | |
| source_url TEXT, | |
| download_date TEXT, | |
| file_hash TEXT, | |
| row_count INTEGER, | |
| notes TEXT, | |
| created_at TEXT DEFAULT (strftime('%Y-%m-%dT%H:%M:%SZ', 'now')) | |
| ); | |
| -- ============================================================ | |
| -- Domain-specific tables: PPI Negatives | |
| -- ============================================================ | |
| -- Proteins table | |
| CREATE TABLE proteins ( | |
| protein_id INTEGER PRIMARY KEY AUTOINCREMENT, | |
| uniprot_accession TEXT NOT NULL, | |
| uniprot_entry_name TEXT, | |
| gene_symbol TEXT, | |
| amino_acid_sequence TEXT, | |
| sequence_length INTEGER, | |
| organism TEXT DEFAULT 'Homo sapiens', | |
| taxonomy_id INTEGER DEFAULT 9606, | |
| subcellular_location TEXT, | |
| created_at TEXT DEFAULT (strftime('%Y-%m-%dT%H:%M:%SZ', 'now')), | |
| updated_at TEXT DEFAULT (strftime('%Y-%m-%dT%H:%M:%SZ', 'now')) | |
| ); | |
| CREATE UNIQUE INDEX idx_proteins_uniprot ON proteins(uniprot_accession); | |
| CREATE INDEX idx_proteins_gene ON proteins(gene_symbol) | |
| WHERE gene_symbol IS NOT NULL; | |
| -- PPI experiments / evidence sources | |
| CREATE TABLE ppi_experiments ( | |
| experiment_id INTEGER PRIMARY KEY AUTOINCREMENT, | |
| source_db TEXT NOT NULL CHECK (source_db IN ( | |
| 'huri', 'intact', 'humap', 'string', 'biogrid', 'pdb_derived', 'literature')), | |
| source_experiment_id TEXT NOT NULL, | |
| experiment_type TEXT, | |
| detection_method TEXT, | |
| detection_method_id TEXT, | |
| pubmed_id INTEGER, | |
| doi TEXT, | |
| description TEXT, | |
| created_at TEXT DEFAULT (strftime('%Y-%m-%dT%H:%M:%SZ', 'now')) | |
| ); | |
| CREATE UNIQUE INDEX idx_ppi_exp_source | |
| ON ppi_experiments(source_db, source_experiment_id); | |
| -- Core fact table: PPI negative results | |
| CREATE TABLE ppi_negative_results ( | |
| result_id INTEGER PRIMARY KEY AUTOINCREMENT, | |
| protein1_id INTEGER NOT NULL REFERENCES proteins(protein_id), | |
| protein2_id INTEGER NOT NULL REFERENCES proteins(protein_id), | |
| experiment_id INTEGER REFERENCES ppi_experiments(experiment_id), | |
| evidence_type TEXT NOT NULL CHECK (evidence_type IN ( | |
| 'experimental_non_interaction', | |
| 'ml_predicted_negative', | |
| 'low_score_negative', | |
| 'compartment_separated', | |
| 'literature_reported')), | |
| confidence_tier TEXT NOT NULL CHECK (confidence_tier IN ( | |
| 'gold', 'silver', 'bronze', 'copper')), | |
| interaction_score REAL, | |
| score_type TEXT, | |
| num_evidence_types INTEGER, | |
| detection_method TEXT, | |
| detection_method_id TEXT, | |
| organism_tested TEXT DEFAULT 'Homo sapiens', | |
| source_db TEXT NOT NULL, | |
| source_record_id TEXT NOT NULL, | |
| extraction_method TEXT NOT NULL CHECK (extraction_method IN ( | |
| 'database_direct', 'score_threshold', | |
| 'ml_classifier', 'text_mining', | |
| 'community_submitted')), | |
| curator_validated INTEGER DEFAULT 0, | |
| publication_year INTEGER, | |
| created_at TEXT DEFAULT (strftime('%Y-%m-%dT%H:%M:%SZ', 'now')), | |
| updated_at TEXT DEFAULT (strftime('%Y-%m-%dT%H:%M:%SZ', 'now')), | |
| CHECK (protein1_id < protein2_id) | |
| ); | |
| CREATE INDEX idx_ppi_nr_protein1 ON ppi_negative_results(protein1_id); | |
| CREATE INDEX idx_ppi_nr_protein2 ON ppi_negative_results(protein2_id); | |
| CREATE INDEX idx_ppi_nr_pair ON ppi_negative_results(protein1_id, protein2_id); | |
| CREATE INDEX idx_ppi_nr_tier ON ppi_negative_results(confidence_tier); | |
| CREATE INDEX idx_ppi_nr_source ON ppi_negative_results(source_db); | |
| CREATE UNIQUE INDEX idx_ppi_nr_unique_source ON ppi_negative_results( | |
| protein1_id, protein2_id, | |
| COALESCE(experiment_id, -1), | |
| source_db, source_record_id); | |
| -- ============================================================ | |
| -- Aggregation table | |
| -- ============================================================ | |
| CREATE TABLE protein_protein_pairs ( | |
| pair_id INTEGER PRIMARY KEY AUTOINCREMENT, | |
| protein1_id INTEGER NOT NULL REFERENCES proteins(protein_id), | |
| protein2_id INTEGER NOT NULL REFERENCES proteins(protein_id), | |
| num_experiments INTEGER NOT NULL, | |
| num_sources INTEGER NOT NULL, | |
| best_confidence TEXT NOT NULL, | |
| best_evidence_type TEXT, | |
| earliest_year INTEGER, | |
| min_interaction_score REAL, | |
| max_interaction_score REAL, | |
| protein1_degree INTEGER, | |
| protein2_degree INTEGER, | |
| UNIQUE(protein1_id, protein2_id), | |
| CHECK (protein1_id < protein2_id) | |
| ); | |
| CREATE INDEX idx_ppp_protein1 ON protein_protein_pairs(protein1_id); | |
| CREATE INDEX idx_ppp_protein2 ON protein_protein_pairs(protein2_id); | |
| CREATE INDEX idx_ppp_confidence ON protein_protein_pairs(best_confidence); | |
| -- ============================================================ | |
| -- Benchmark split tables | |
| -- ============================================================ | |
| CREATE TABLE ppi_split_definitions ( | |
| split_id INTEGER PRIMARY KEY AUTOINCREMENT, | |
| split_name TEXT NOT NULL, | |
| split_strategy TEXT NOT NULL CHECK (split_strategy IN ( | |
| 'random', 'cold_protein', 'cold_both', | |
| 'bfs_cluster', 'degree_balanced')), | |
| description TEXT, | |
| random_seed INTEGER, | |
| train_ratio REAL DEFAULT 0.7, | |
| val_ratio REAL DEFAULT 0.1, | |
| test_ratio REAL DEFAULT 0.2, | |
| date_created TEXT DEFAULT (strftime('%Y-%m-%dT%H:%M:%SZ', 'now')), | |
| version TEXT DEFAULT '1.0', | |
| UNIQUE(split_name, version) | |
| ); | |
| CREATE TABLE ppi_split_assignments ( | |
| pair_id INTEGER NOT NULL REFERENCES protein_protein_pairs(pair_id), | |
| split_id INTEGER NOT NULL REFERENCES ppi_split_definitions(split_id), | |
| fold TEXT NOT NULL CHECK (fold IN ('train', 'val', 'test')), | |
| PRIMARY KEY (pair_id, split_id) | |
| ); | |
| CREATE INDEX idx_ppi_splits_fold ON ppi_split_assignments(split_id, fold); | |
| -- Record migration | |
| INSERT INTO schema_migrations (version) VALUES ('001'); | |