ArticleGenome biology and evolution2013
Human expression QTLs are enriched in signals of environmental adaptation.
Article in Genome biology and evolution, 2013. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 8 papers.
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8 citing papers in PubMed, 12 citations in OpenAlex.
- Mapping the regulatory architecture of circadian clock adaptation: A genome-wide eQTL analysis in Drosophila melanogaster.Heredity · 2026Article
- Distinct signals of clinal and seasonal allele frequency change at eQTLs in Drosophila melanogaster.Evolution; international journal of organic evolution · 2022Article
- Gene regulation underlies environmental adaptation in house mice.Genome research · 2018Article
- Towards a map of cis-regulatory sequences in the human genome.Nucleic acids research · 2018Article
- Population Genetics and Natural Selection in Rheumatic Disease.Rheumatic diseases clinics of North America · 2017Review
- Association mapping reveals the role of purifying selection in the maintenance of genomic variation in gene expression.Proceedings of the National Academy of Sciences of the United States of America · 2015Article
- Genetics of autoimmune diseases: insights from population genetics.Journal of human genetics · 2015Review
- De novo prediction of cis-regulatory elements and modules through integrative analysis of a large number of ChIP datasets.BMC genomics · 2014Article
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Authors and funding
4 authors at 1 institution in 1 country.
Funding
No grant is acknowledged in the PubMed record.
Abstract
Expression quantitative trait loci (eQTLs) have been found to be enriched in trait-associated single-nucleotide polymorphisms (SNPs). However, whether eQTLs are adaptive to different environmental factors and its relative evolutionary significance compared with nonsynonymous SNPs (NS SNPs) are still elusive. Compiling environmental correlation data from three studies for more than 500,000 SNPs and 42 environmental factors, including climate, subsistence, pathogens, and dietary patterns, we performed a systematic examination of the adaptive patterns of eQTLs to local environment. Compared with intergenic SNPs, eQTLs are significantly enriched in the lower tail of a transformed rank statistic in the environmental correlation analysis, indicating possible adaptation of eQTLs to the majority of 42 environmental factors. The mean enrichment of eQTLs across 42 environmental factors is as great as, if not greater than, that of NS SNPs. The enrichment of eQTLs, although significant across all levels of recombination rate, is inversely correlated with recombination rate, suggesting the presence of selective sweep or background selection. Further pathway enrichment analysis identified a number of pathways with possible environmental adaption from eQTLs. These pathways are mostly related with immune function and metabolism. Our results indicate that eQTLs might have played an important role in recent and ongoing human adaptation and are of special importance for some environmental factors and biological pathways.
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