Datasets:
Formats:
parquet
Languages:
English
Size:
10M - 100M
Tags:
biology
chemistry
drug-discovery
clinical-trials
protein-protein-interaction
gene-essentiality
License:
| -- NegBioDB Clinical Trial Failure Domain — Initial Schema | |
| -- Migration 001: Core tables for clinical trial failure tracking | |
| -- | |
| -- Reuses Common Layer patterns from DTI domain: | |
| -- - schema_migrations for version tracking | |
| -- - dataset_versions for provenance | |
| -- - Confidence tiers (gold/silver/bronze/copper) | |
| -- - WAL journal mode + FK enforcement (set by ct_db.py) | |
| -- ============================================================ | |
| -- Common Layer tables (same as DTI) | |
| -- ============================================================ | |
| 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: Clinical Trial Failure | |
| -- ============================================================ | |
| -- Interventions (drugs, biologics, devices, etc.) | |
| CREATE TABLE interventions ( | |
| intervention_id INTEGER PRIMARY KEY AUTOINCREMENT, | |
| intervention_type TEXT NOT NULL CHECK (intervention_type IN ( | |
| 'drug', 'biologic', 'device', 'procedure', 'behavioral', | |
| 'dietary', 'genetic', 'radiation', 'combination', 'other')), | |
| intervention_name TEXT NOT NULL, | |
| canonical_name TEXT, | |
| drugbank_id TEXT, | |
| pubchem_cid INTEGER, | |
| chembl_id TEXT, | |
| mesh_id TEXT, | |
| atc_code TEXT, | |
| mechanism_of_action TEXT, | |
| canonical_smiles TEXT, | |
| canonical_sequence 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')) | |
| ); | |
| -- Conditions (diseases/indications) | |
| CREATE TABLE conditions ( | |
| condition_id INTEGER PRIMARY KEY AUTOINCREMENT, | |
| condition_name TEXT NOT NULL, | |
| canonical_name TEXT, | |
| mesh_id TEXT, | |
| icd10_code TEXT, | |
| icd11_code TEXT, | |
| do_id TEXT, | |
| therapeutic_area TEXT, | |
| condition_class 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')) | |
| ); | |
| -- Molecular targets (bridge to DTI domain) | |
| CREATE TABLE intervention_targets ( | |
| intervention_id INTEGER NOT NULL REFERENCES interventions(intervention_id), | |
| uniprot_accession TEXT NOT NULL, | |
| gene_symbol TEXT, | |
| target_role TEXT CHECK (target_role IN ( | |
| 'primary', 'secondary', 'off_target')), | |
| action_type TEXT, | |
| source TEXT NOT NULL, | |
| PRIMARY KEY (intervention_id, uniprot_accession) | |
| ); | |
| -- Clinical trials | |
| CREATE TABLE clinical_trials ( | |
| trial_id INTEGER PRIMARY KEY AUTOINCREMENT, | |
| source_db TEXT NOT NULL CHECK (source_db IN ( | |
| 'clinicaltrials_gov', 'eu_ctr', 'who_ictrp', 'literature')), | |
| source_trial_id TEXT NOT NULL, | |
| overall_status TEXT NOT NULL, | |
| trial_phase TEXT CHECK (trial_phase IN ( | |
| 'early_phase_1', 'phase_1', 'phase_1_2', 'phase_2', | |
| 'phase_2_3', 'phase_3', 'phase_4', 'not_applicable')), | |
| study_type TEXT, | |
| study_design TEXT, | |
| blinding TEXT, | |
| randomized INTEGER DEFAULT 0, | |
| enrollment_target INTEGER, | |
| enrollment_actual INTEGER, | |
| primary_endpoint TEXT, | |
| primary_endpoint_type TEXT, | |
| control_type TEXT, | |
| sponsor_type TEXT CHECK (sponsor_type IN ( | |
| 'industry', 'academic', 'government', 'other')), | |
| sponsor_name TEXT, | |
| start_date TEXT, | |
| primary_completion_date TEXT, | |
| completion_date TEXT, | |
| results_posted_date TEXT, | |
| why_stopped TEXT, | |
| has_results INTEGER DEFAULT 0, | |
| created_at TEXT DEFAULT (strftime('%Y-%m-%dT%H:%M:%SZ', 'now')), | |
| UNIQUE(source_db, source_trial_id) | |
| ); | |
| -- Junction: trials <-> interventions (many-to-many) | |
| CREATE TABLE trial_interventions ( | |
| trial_id INTEGER NOT NULL REFERENCES clinical_trials(trial_id), | |
| intervention_id INTEGER NOT NULL REFERENCES interventions(intervention_id), | |
| arm_group TEXT, | |
| arm_role TEXT CHECK (arm_role IN ( | |
| 'experimental', 'active_comparator', 'placebo_comparator', 'no_intervention')), | |
| dose_regimen TEXT, | |
| PRIMARY KEY (trial_id, intervention_id) | |
| ); | |
| -- Junction: trials <-> conditions (many-to-many) | |
| CREATE TABLE trial_conditions ( | |
| trial_id INTEGER NOT NULL REFERENCES clinical_trials(trial_id), | |
| condition_id INTEGER NOT NULL REFERENCES conditions(condition_id), | |
| PRIMARY KEY (trial_id, condition_id) | |
| ); | |
| -- Junction: trials <-> publications | |
| CREATE TABLE trial_publications ( | |
| trial_id INTEGER NOT NULL REFERENCES clinical_trials(trial_id), | |
| pubmed_id INTEGER NOT NULL, | |
| pub_type TEXT, | |
| PRIMARY KEY (trial_id, pubmed_id) | |
| ); | |
| -- Combination therapy decomposition | |
| CREATE TABLE combination_components ( | |
| combination_id INTEGER NOT NULL REFERENCES interventions(intervention_id), | |
| component_id INTEGER NOT NULL REFERENCES interventions(intervention_id), | |
| role TEXT CHECK (role IN ('experimental', 'backbone', 'comparator')), | |
| PRIMARY KEY (combination_id, component_id) | |
| ); | |
| -- Trial failure results (core fact table) | |
| CREATE TABLE trial_failure_results ( | |
| result_id INTEGER PRIMARY KEY AUTOINCREMENT, | |
| intervention_id INTEGER NOT NULL REFERENCES interventions(intervention_id), | |
| condition_id INTEGER NOT NULL REFERENCES conditions(condition_id), | |
| trial_id INTEGER REFERENCES clinical_trials(trial_id), | |
| -- Hierarchical failure classification | |
| failure_category TEXT NOT NULL CHECK (failure_category IN ( | |
| 'efficacy', 'safety', 'pharmacokinetic', 'enrollment', | |
| 'strategic', 'regulatory', 'design', 'other')), | |
| failure_subcategory TEXT, | |
| failure_detail TEXT, | |
| -- Confidence tier (reused from DTI) | |
| confidence_tier TEXT NOT NULL CHECK (confidence_tier IN ( | |
| 'gold', 'silver', 'bronze', 'copper')), | |
| -- Arm-level context (multi-arm trials) | |
| arm_description TEXT, | |
| arm_type TEXT CHECK (arm_type IN ( | |
| 'experimental', 'active_comparator', 'placebo_comparator', 'overall')), | |
| -- Quantitative outcome data | |
| primary_endpoint_met INTEGER, | |
| p_value_primary REAL, | |
| effect_size REAL, | |
| effect_size_type TEXT, | |
| ci_lower REAL, | |
| ci_upper REAL, | |
| sample_size_treatment INTEGER, | |
| sample_size_control INTEGER, | |
| -- Safety signals | |
| serious_adverse_events INTEGER, | |
| deaths_treatment INTEGER, | |
| deaths_control INTEGER, | |
| dsmb_stopped INTEGER DEFAULT 0, | |
| -- Phase context | |
| highest_phase_reached TEXT, | |
| prior_phase_succeeded INTEGER DEFAULT 0, | |
| -- Provenance | |
| source_db TEXT NOT NULL, | |
| source_record_id TEXT NOT NULL, | |
| extraction_method TEXT NOT NULL CHECK (extraction_method IN ( | |
| 'database_direct', 'nlp_classified', 'text_mining', | |
| 'llm_extracted', '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')) | |
| ); | |
| -- Aggregation table | |
| CREATE TABLE intervention_condition_pairs ( | |
| pair_id INTEGER PRIMARY KEY AUTOINCREMENT, | |
| intervention_id INTEGER NOT NULL REFERENCES interventions(intervention_id), | |
| condition_id INTEGER NOT NULL REFERENCES conditions(condition_id), | |
| num_trials INTEGER NOT NULL, | |
| num_sources INTEGER NOT NULL, | |
| best_confidence TEXT NOT NULL, | |
| primary_failure_category TEXT, | |
| earliest_year INTEGER, | |
| highest_phase_reached TEXT, | |
| has_any_approval INTEGER DEFAULT 0, | |
| intervention_degree INTEGER, | |
| condition_degree INTEGER, | |
| UNIQUE(intervention_id, condition_id) | |
| ); | |
| -- Trial failure context (extended metadata) | |
| CREATE TABLE trial_failure_context ( | |
| result_id INTEGER PRIMARY KEY REFERENCES trial_failure_results(result_id), | |
| patient_population TEXT, | |
| biomarker_stratified INTEGER DEFAULT 0, | |
| companion_diagnostic TEXT, | |
| prior_treatment_lines INTEGER, | |
| comparator_drug TEXT, | |
| geographic_regions TEXT, | |
| regulatory_pathway TEXT, | |
| genetic_evidence INTEGER DEFAULT 0, | |
| class_effect_known INTEGER DEFAULT 0, | |
| has_negbiodb_dti_data INTEGER DEFAULT 0 | |
| ); | |
| -- ============================================================ | |
| -- Indices for performance | |
| -- ============================================================ | |
| CREATE INDEX idx_tfr_failure_category ON trial_failure_results(failure_category); | |
| CREATE INDEX idx_tfr_confidence ON trial_failure_results(confidence_tier); | |
| CREATE INDEX idx_tfr_intervention ON trial_failure_results(intervention_id); | |
| CREATE INDEX idx_tfr_condition ON trial_failure_results(condition_id); | |
| CREATE INDEX idx_tfr_trial ON trial_failure_results(trial_id); | |
| CREATE INDEX idx_ct_status ON clinical_trials(overall_status); | |
| CREATE INDEX idx_ct_phase ON clinical_trials(trial_phase); | |
| CREATE INDEX idx_ct_completion ON clinical_trials(primary_completion_date); | |
| CREATE INDEX idx_ct_source ON clinical_trials(source_db); | |
| CREATE INDEX idx_interv_chembl ON interventions(chembl_id); | |
| CREATE INDEX idx_interv_drugbank ON interventions(drugbank_id); | |
| CREATE INDEX idx_interv_name ON interventions(intervention_name); | |
| CREATE INDEX idx_cond_mesh ON conditions(mesh_id); | |
| CREATE INDEX idx_cond_icd10 ON conditions(icd10_code); | |
| CREATE INDEX idx_icp_intervention ON intervention_condition_pairs(intervention_id); | |
| CREATE INDEX idx_icp_condition ON intervention_condition_pairs(condition_id); | |
| -- Record migration | |
| INSERT INTO schema_migrations (version) VALUES ('001'); | |