1. Lentiviral-Driven Discovery of Cancer Drug Resistance Mutations
- Author
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Kenneth D. Westover, Brian J. Druker, Shannon K. McWeeney, Yan Liu, Ralf Kittler, Rahul K. Kollipara, Daniel Bottomly, John D. Minna, Paul Yenerall, Christopher A. Eide, Kimberley Avila, and Michael Peyton
- Subjects
Models, Molecular ,Cancer Research ,Cancer drugs ,Genetic Vectors ,Binding pocket ,Gene Expression ,Antineoplastic Agents ,Drug resistance ,medicine.disease_cause ,Article ,Structure-Activity Relationship ,hemic and lymphatic diseases ,Cell Line, Tumor ,Neoplasms ,Drug Discovery ,medicine ,Biomarkers, Tumor ,Humans ,Lentiviral transduction ,Dose-Response Relationship, Drug ,business.industry ,Point mutation ,Lentivirus ,Imatinib ,Reverse transcriptase ,Gene Expression Regulation, Neoplastic ,Oncology ,Drug Resistance, Neoplasm ,Mutation ,Cancer research ,KRAS ,business ,medicine.drug - Abstract
Identifying resistance mutations in a drug target provides crucial information. Lentiviral transduction creates multiple types of mutations due to the error-prone nature of the HIV-1 reverse transcriptase (RT). Here we optimized and leveraged this property to identify drug resistance mutations, developing a technique we term LentiMutate. This technique was validated by identifying clinically relevant EGFR resistance mutations, then applied to two additional clinical anticancer drugs: imatinib, a BCR-ABL inhibitor, and AMG 510, a KRAS G12C inhibitor. Novel deletions in BCR-ABL1 conferred resistance to imatinib. In KRAS-G12C or wild-type KRAS, point mutations in the AMG 510 binding pocket or oncogenic non-G12C mutations conferred resistance to AMG 510. LentiMutate should prove highly valuable for clinical and preclinical cancer-drug development. Significance: LentiMutate can evaluate a drug's on-target activity and can nominate resistance mutations before they occur in patients, which could accelerate and refine drug development to increase the survival of patients with cancer.
- Published
- 2021