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Predicting Drug Resistance Using Deep Mutational Scanning

Gur Pines, Reilly G. Fankhauser, Carrie A. Eckert

2020Molecules18 citationsDOIOpen Access PDF

Abstract

Drug resistance is a major healthcare challenge, resulting in a continuous need to develop new inhibitors. The development of these inhibitors requires an understanding of the mechanisms of resistance for a critical mass of occurrences. Recent genome editing technologies based on high-throughput DNA synthesis and sequencing may help to predict mutations resulting in resistance by testing large mutagenesis libraries. Here we describe the rationale of this approach, with examples and relevance to drug development and resistance in malaria.

Topics & Concepts

Drug resistanceComputational biologyDrug developmentDrug discoveryBiologyDNA sequencingResistance (ecology)MutagenesisDrugMutationGeneticsBioinformaticsDNAGenePharmacologyEcologyCRISPR and Genetic EngineeringEvolution and Genetic DynamicsMalaria Research and Control