Nature CommunicationsGeneticsPeer-reviewed journal article
Genome-scale analysis of interactions between genetic perturbations and natural variation
Joseph J. HaleiD, Takeshi MatsuiiD, Ilan GoldsteiniD, Martin N. MullisiD, Kevin R. RoyiD, Christopher Ne Ville, Darach MilleriD, Charley Wang, Trevor W. Reynolds, Lars Michael SteinmetziD, Sasha F. LevyiD, Ian M. EhrenreichiD
Abstract
Interactions 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 7,700 CRISPRi perturbations targeting 1,712 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 individuals 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.
- organism: yeast
- assay: CRISPR screen
- research focus: perturbation response prediction
- approach: experimental assay
- Citations
- 6
- FWCI
- 0.81
- Field percentile
- top 33%
Reproducibility ledger
Nobody has reported trying to reproduce this paper yet. Did you replicate an experiment or run the code? Your report saves the next lab a week.
Sign in to file a reproducibility report.
Related papers
- Global epistasis in budding yeast driven by many natural variants whose effects scale with fitness
Ilan Goldstein, Joseph J. Hale, Ian M. Ehrenreich·GeneticsPeer-reviewed·Jul 17, 2025
- Yeast growth responses to environmental perturbations are associated with rewiring of large epistatic networks
Yanjun Zan, Örjan Carlborg·bioRxiv·Jun 4, 2019
- Gene-by-environment interactions are pervasive among natural genetic variants
Shi-An A. Chen, Alexander Kern, … Hunter B. Fraser·Cell GenomicsPeer-reviewed·Feb 28, 2023
- Widespread epistasis among beneficial genetic variants revealed by high-throughput genome editing
Roy Moh Lik Ang, Shi-An A. Chen, … Hunter B. Fraser·Cell GenomicsPeer-reviewed·Feb 28, 2023
- Learning epistatic gene interactions from perturbation screens
Kieran Elmes, Fabian Schmich, … Alex Gavryushkin·PLoS ONEPeer-reviewed·Jul 13, 2021
- Multiple layers of cryptic genetic variation underlie a yeast complex trait
Jonathan T Lee, Alessandro L V Coradini, … Ian M. Ehrenreich·bioRxiv·Jan 4, 2019