domains / families / science / comparative-network-toxicology-shared-mechanism-reference-grounded

comparative-network-toxicology-shared-mechanism-reference-grounded

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Generates complete comparative network-toxicology research designs from a user-provided exposure pair, shared toxic phenotype, and validation direction. Use when a study centers on two related exposures under one outcome and needs target collection, shared-vs-specific target decomposition, enrichment, PPI hub prioritization, docking, optional transcriptomic cross-checks, and conservative mechanistic synthesis. Covers five study patterns and always outputs Lite / Standard / Advanced / Publication+ with a recommended primary plan, stepwise workflow, figure plan, validation hierarchy, minimal executable version, publication upgrade path, and strictly verified literature retrieval.

When to use

• comparative network-toxicology research designs
• shared-vs-specific target decomposition
• GO / KEGG enrichment
• PPI network and hub prioritization
• docking support
• transcriptomic cross-checks
• conservative mechanistic synthesis
• four workload configurations

When not to use

• clinical treatment recommendations
• patient-specific diagnosis
• prescribing
• exposure safety advice for a specific individual
• pure wet-lab toxicology with no network / target / pathway integration
• pure epidemiology with no exposure-target logic
• non-biomedical / off-topic requests

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