Structure–Property Relationships and Machine Learning Models for Addressing CYP3A4-Mediated Victim Drug–Drug Interaction Risk in Drug Discovery

Author:

Hu Bingjie1,Zhou Xin2,Mohutsky Michael A.3,Desai Prashant V.1ORCID

Affiliation:

1. Computational ADME, ADME−Toxicology−PKPD, Lilly Research Laboratories, Eli Lilly and Company, Indianapolis, Indiana 46285, United States

2. ADME−Toxicology−PKPD, Lilly Research Laboratories, Eli Lilly and Company, San Diego, California 92121, United States

3. Investigational Drug Disposition, ADME−Toxicology−PKPD, Lilly Research Laboratories, Eli Lilly and Company, Indianapolis, Indiana 46285, United States

Publisher

American Chemical Society (ACS)

Subject

Drug Discovery,Pharmaceutical Science,Molecular Medicine

Reference33 articles.

1. Physicochemical Properties, Biotransformation, and Transport Pathways of Established and Newly Approved Medications: A Systematic Review of the Top 200 Most Prescribed Drugs vs. the FDA-Approved Drugs Between 2005 and 2016

2. Evaluation of a New Molecular Entity as a Victim of Metabolic Drug-Drug Interactions--an Industry Perspective

3. FDA. In Vitro Drug Interaction Studies - Cytochrome P450 Enzyme and Transporter-Mediated Drug Interactions Guidance for Industry; Center for Drug Evaluation and Research: 2020.

4. In Silico, In Vitro and In Situ Models to Assess Interplay Between CYP3A and P-gp

5. AstraZeneca. TAGRISSO (osimertinib) tablet [package insert], U.S. Food and Drug Administration, https://www.accessdata.fda.gov/drugsatfda_docs/label/2015/208065s000lbl.pdf. Accessed May 31, 2020.

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