Evolutionary action of mutations reveals antimicrobial resistance genes in Escherichia coli

Author:

Marciano David C.ORCID,Wang ChenORCID,Hsu Teng-Kuei,Bourquard ThomasORCID,Atri BenuORCID,Nehring Ralf B.ORCID,Abel Nicholas S.,Bowling Elizabeth A.,Chen Taylor J.,Lurie Pamela D.ORCID,Katsonis PanagiotisORCID,Rosenberg Susan M.ORCID,Herman ChristopheORCID,Lichtarge Olivier

Abstract

AbstractSince antibiotic development lags, we search for potential drug targets through directed evolution experiments. A challenge is that many resistance genes hide in a noisy mutational background as mutator clones emerge in the adaptive population. Here, to overcome this noise, we quantify the impact of mutations through evolutionary action (EA). After sequencing ciprofloxacin or colistin resistance strains grown under different mutational regimes, we find that an elevated sum of the evolutionary action of mutations in a gene identifies known resistance drivers. This EA integration approach also suggests new antibiotic resistance genes which are then shown to provide a fitness advantage in competition experiments. Moreover, EA integration analysis of clinical and environmental isolates of antibiotic resistant of E. coli identifies gene drivers of resistance where a standard approach fails. Together these results inform the genetic basis of de novo colistin resistance and support the robust discovery of phenotype-driving genes via the evolutionary action of genetic perturbations in fitness landscapes.

Funder

U.S. Department of Health & Human Services | National Institutes of Health

ODNI | Intelligence Advanced Research Projects Activity

National Science Foundation

Publisher

Springer Science and Business Media LLC

Subject

General Physics and Astronomy,General Biochemistry, Genetics and Molecular Biology,General Chemistry,Multidisciplinary

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