A Time-Embedding Network Models the Ontogeny of 23 Hepatic Drug Metabolizing Enzymes
Matlock M, Tambe A, Elliott-Higgins J, Hines R, Miller G, Swamidass S. A Time-Embedding Network Models the Ontogeny of 23 Hepatic Drug Metabolizing Enzymes. Chemical Research In Toxicology 2019, 32: 1707-1721. PMID: 31304741, PMCID: PMC6933754, DOI: 10.1021/acs.chemrestox.9b00223.Peer-Reviewed Original ResearchConceptsAge-dependent changesHepatic Drug Metabolizing EnzymesAdverse drug reactionsValproic acid toxicityDrug metabolizing enzymesDrug metabolism enzymesElimination of drugsPediatric patientsPediatric populationMetabolite exposureDrug reactionsClinical dataElevated riskOverall clearanceDrug toxicityFunction of ageDrug safetyFetal periodMetabolizing enzymesDrug metabolismDrug toxicity risksPotential mechanismsAcid toxicityEnzyme expressionDemographic factors