Cell GenomicsGenomicsPeer-reviewed journal article
Gene-by-environment interactions are pervasive among natural genetic variants
Shi-An A. CheniD, Alexander Kern, Roy Moh Lik AngiD, Yihua Xie, Hunter B. FraseriD
Abstract
Gene-by-Environment (GxE) interactions are fundamental to understanding fitness landscapes and evolution, but have been difficult to identify at the single-nucleotide level, precluding understanding of their prevalence and molecular mechanisms. Most examples involving natural genetic variants exist at the level of entire genomes, e.g. measurement of microbial strain growth across environments, or loci encompassing many variants identified by quantitative trait loci mapping. Here, we introduce CRISPEY- BAR, a high-throughput precision-editing strategy, and use it to map base-pair resolution GxE interactions impacting yeast growth under stress conditions. First, we used CRISPEY-BAR to uncover 338 variants with fitness effects within QTLs previously mapped in different environments. We then measured 1432 ergosterol pathway variants from diverse lineages across six environments, identifying 205 natural variants affecting fitness measured in all six conditions, of which 93.7% showed GxE interactions. Finally, we examine pleiotropic cis-regulatory variants suggesting molecular mechanisms of GxE interaction. In sum, our results suggest an extremely complex, context-dependent fitness landscape characterized by pervasive GxE interactions, while also demonstrating high- throughput genome editing as an effective means for investigating this complexity.
- organism: yeast
- assay: DNA methylation
- research focus: variant effect prediction
- approach: experimental assay
- Citations
- 25
- FWCI
- 2.23
- Field percentile
- top 11%
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
- 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
- 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
- Environment by environment interactions (ExE) differ across genetic backgrounds (ExExG)
Kara Schmidlin, C. Brandon Ogbunugafor, … Kerry Geiler‐Samerotte·Molecular Biology and EvolutionPeer-reviewed·Oct 29, 2025
- Yeast growth responses to environmental perturbations are associated with rewiring of large epistatic networks
Yanjun Zan, Örjan Carlborg·bioRxiv·Jun 4, 2019
- Predictive models of the genetic bases underlying budding yeast fitness in multiple environments
Kenia Segura Abá, Paulo Izquierdo, … Shin‐Han Shiu·NAR Genomics and BioinformaticsPeer-reviewed·Sep 1, 2026
- Allele-specific expression reveals interactions between genetic variation and environment
David A Knowles, Joe R Davis, … Alexis Battle·Nature MethodsPeer-reviewed·May 22, 2017