Genome-scale analysis of interactions between genetic perturbations and natural variation

Author:

Hale Joseph J.ORCID,Matsui TakeshiORCID,Goldstein IlanORCID,Mullis Martin N.ORCID,Roy Kevin R.ORCID,Ville Christopher Ne,Miller Darach,Wang Charley,Reynolds Trevor,Steinmetz Lars M.ORCID,Levy Sasha F.ORCID,Ehrenreich Ian M.ORCID

Abstract

AbstractInteractions between genetic perturbations and segregating loci can cause perturbations to show different phenotypic effects across genetically distinct individuals. To study these interactions on a genome scale in many individuals, we used combinatorial DNA barcode sequencing to measure the fitness effects of 8046 CRISPRi perturbations targeting 1721 distinct genes in 169 yeast cross progeny (or segregants). We identified 460 genes whose perturbation has different effects across segregants. Several factors caused perturbations to show variable effects, including baseline segregant fitness, the mean effect of a perturbation across segregants, and interacting loci. We mapped 234 interacting loci and found four hub loci that interact with many different perturbations. Perturbations that interact with a given hub exhibit similar epistatic relationships with the hub and show enrichment for cellular processes that may mediate these interactions. These results suggest that an individual’s response to perturbations is shaped by a network of perturbation-locus interactions that cannot be measured by approaches that examine perturbations or natural variation alone.

Funder

U.S. Department of Health & Human Services | NIH | National Institute of General Medical Sciences

University of Southern California

Publisher

Springer Science and Business Media LLC

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