DARTpaths

DARTpaths predicts developmental and reproductive toxicity (DART) by applying Xpaths algorithms to integrate phenotypic endpoints across multiple species and infer compound-induced molecular mechanisms of action.

Key Features:

• DART prediction: Predicts developmental and reproductive toxicity (DART) for compounds using integrated phenotypic data.
• Xpaths algorithms: Applies advanced algorithms known as Xpaths for in silico analysis of toxicity-related pathways.
• Cross-species phenotypic integration: Integrates phenotypic endpoints across multiple species to enable cross-species inference.
• Mechanism inference: Infers compound-induced molecular mechanisms of action from integrated phenotypic endpoints.
• Follow-up test proposals: Proposes follow-up tests for model organisms to validate predicted pathways.

Scientific Applications:

• Toxicological studies: Supports toxicological studies of developmental and reproductive endpoints by identifying potential adverse effects and underlying mechanisms.
• Safer drug development: Informs safer drug development by highlighting compounds with predicted DART liabilities and their mechanisms of action.
• Chemical assessment: Aids chemical assessment processes by providing mechanistic predictions of developmental and reproductive toxicity across species.

Methodology:

Applies Xpaths algorithms to integrate cross-species phenotypic endpoints, infer compound-induced molecular mechanisms of action, and propose model-organism follow-up tests.