Adaptive eQTLs reveal the evolutionary impacts of pleiotropy and tissue-specificity, while contributing to health and disease in human populations
Abstract
Regulatory DNA has the potential to be adaptive, and large numbers of expression quantitative trait loci (eQTLs) have recently been identified in humans. For the first time, a comprehensive study of adaptive eQTLs is possible. Many eQTLs have large allele frequency differences between populations, and these differences can be due to natural selection. Here, we combined population branch statistics with tissue-specific eQTL data to identify positively selected loci in human populations. Adaptive eQTLs tend to affect fewer tissues than non-adaptive eQTLs. Because the tissue breadth of an eQTL can be viewed as a measure of pleiotropy, these results suggest that pleiotropy can inhibit adaptation. The proportion of eQTLs that are adaptive varies by tissue, and we find that eQTLs that regulate expression in testis, thyroid, blood, or sun-exposed skin are enriched for adaptive outliers. By contrast, eQTLs that regulate expression in the cerebrum or female-specific tissues have a relative lack of adaptive outliers. These results reveal tissues that have been the targets of adaptation during the last 100,000 years of human evolution. The strongest adaptive signal in many regions of the human genome is an eQTL, including an eQTL associated with the Duffy blood group and malaria resistance. Scans of selection also reveal that many adaptive eQTLs are closely linked to disease-associated loci. Taken together, our results indicate that adaptive eQTLs have played an important role in human evolution.
02 /Specification & Classification
Click any tag to browse matching papers- Citations
- 26
- FWCI
- 2.26
- Field percentile
- top 11%
- Organism
- Assay
- Research Focus
- Approach
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
- Sex-biased gene regulation varies across human populations as a result of adaptive evolution
Adam Z. Reynolds, Sara D Niedbalski·American Journal of Biological AnthropologyPeer-reviewed·Dec 15, 2023
- The Genetic and Evolutionary Basis of Gene Expression Variation in East Africans
Derek E. Kelly, Shweta Ramdas, … Sarah A. Tishkoff·Genome biologyPeer-reviewed·Feb 24, 2023
- Soft sweeps are the dominant mode of adaptation in the human genome
D. R. Schrider, A. D. Kern·bioRxiv·Apr 27, 2017
- Unique signals of clinal and seasonal allele frequency change at eQTLs in Drosophila melanogaster
Y. Yu, A. O. Bergland·bioRxiv·Jul 30, 2021
- Pervasive findings of directional selection realize the promise of ancient DNA to elucidate human adaptation
Ali Akbari, Alison R. Barton, … David Reich·bioRxiv·Sep 14, 2024
- The Effects of Quantitative Trait Architecture on Detection Power in Artificial Selection Experiments
R. N. Lou, N. O. Therkildsen, P. W. Messer·bioRxiv·Jun 15, 2019