Mutational fitness landscape and drug resistance

Robust technology has been developed to systematically quantify fitness landscapes that provide valuable opportunities to improve our understanding of drug resistance and define new avenues to develop drugs with reduced resistance susceptibility. We outline the critical importance of drug resistance studies and the potential for fitness landscape approaches to contribute to this effort. We describe the major technical advancements in mutational scanning, which is the primary approach used to quantify protein fitness landscapes. There are many complex steps to consider in planning and executing mutational scanning projects including developing a selection scheme, generating mutant libraries, tracking the frequency of variants using next-generation sequencing, and processing and interpreting the data. Key experimental parameters impacting each of these steps are discussed to aid in planning fitness landscape studies. There is a strong need for improved understanding of drug resistance, and fitness landscapes provide a promising new approach.

Automated summary

Robust technology has been developed to quantify fitness landscapes and improve understanding of drug resistance for developing drugs with reduced resistance. Mutational scanning is the primary approach used to quantify protein fitness landscapes and involves complex steps including selection scheme development, mutant library generation, variant tracking, and data processing. Understanding drug resistance is crucial, and fitness landscape studies provide a promising new approach.