NegBioDB / migrations_ppi /001_ppi_initial_schema.sql
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NegBioDB final: 4 domains, fully audited
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-- 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');