Genome ResearchGenomicsPeer-reviewed journal article
Diverse environmental perturbations reveal the evolution and context-dependency of genetic effects on gene expression levels
- Citations
- 22
Abstract
There is increasing appreciation that human complex traits are determined by poorly understood interactions between our genomes and daily environments. These "genotype x environment" (GxE) interactions remain difficult to map at the organismal level, but can be uncovered using molecular phenotypes. To do so at large-scale, we profiled transcriptomes across 12 cellular environments using 544 immortalized B cell lines from the 1000 Genomes Project. We mapped the genetic basis of gene expression across environments and revealed a context-dependent genetic architecture: the average heritability of gene expression levels increased in treatment relative to control conditions and, on average, each treatment revealed expression quantitative trait loci (eQTL) at 11% of genes. In total, 22% of all eQTL were context-dependent, and this group was enriched for trait- and disease-associated loci. Further, evolutionary analyses revealed that positive selection has shaped GxE loci involved in responding to immune challenges and hormones, but not man-made chemicals, suggesting there is reduced opportunity for selection to act on responses to molecules recently introduced into human environments. Together, our work highlights the importance of considering an exposures evolutionary history when studying and interpreting GxE interactions, and provides new insight into the evolutionary mechanisms that maintain GxE loci in human populations.
- organism: human
- assay: bulk RNA-seq
- research focus: differential expression
- approach: statistical model
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
- Gene-environment interaction loci with signatures of mid- to late Holocene selection show evidence for diet-dependent genetic effects
Lotte Wijnhoven, Danat Yermakovich, Michael Dannemann·bioRxiv·Oct 11, 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
- Linking genomic signatures of selection to expression variation and direct evidence of local adaptation
N. Price, J. L. Mullen, … J. K. McKay·bioRxiv·Aug 22, 2020
- Genomic and Environmental Contributions to Chronic Diseases in Urban Populations
Marie-Julie Favé, Fabien Claude Lamaze, … Philip Awadalla·Nature CommunicationsPeer-reviewed·Feb 20, 2018
- Interactions between genetic variation and cellular environment in skeletal muscle gene expression
D. Leland Taylor, David A. Knowles, … Francis S. Collins·PLoS ONEPeer-reviewed·Apr 16, 2018
- Response of Regulatory Genetic Variation in Gene Expression to Environmental Change in Drosophila melanogaster
Wen Huang, Mary Anna Carbone, … Trudy F. C. Mackay·bioRxiv·Jun 23, 2020