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Predicting Functional Consequences of Recent Natural Selection in Britain.
Lin Poyraz1,2, Laura L Colbran1, Iain Mathieson1
1Department of Genetics, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA.
Ancient DNA reveals how natural selection impacted human gene expression over 4,500 years. Researchers used Joint-Tissue Imputation (JTI) to predict gene expression changes, identifying significant shifts in 28 genes.
Area of Science:
- Human evolutionary genetics
- Paleogenomics
- Molecular evolution
Background:
- Ancient DNA analysis identifies genomic selection signals but struggles to infer phenotypic consequences.
- Noncoding variants significantly contribute to phenotypic effects of selection, making gene expression analysis crucial.
Purpose of the Study:
- To infer phenotypic consequences of natural selection by analyzing changes in predicted gene expression over time.
- To identify genes and genomic loci showing significant expression shifts due to selection in ancient British populations.
Main Methods:
- Utilized Joint-Tissue Imputation (JTI) to predict gene expression from genotype data in ancient and present-day individuals.
- Performed a transcriptome-wide scan on 17,384 protein-coding genes across a 4,500-year time transect.
- Compared results with genome-wide scans estimating per-single nucleotide polymorphism (SNP) selection coefficients.
Main Results:
- Identified 28 genes at seven genomic loci with significant changes in predicted expression (FDR < 0.05) over 4,500 years.
- Highlighted specific genes with expression shifts at previously identified loci and discovered selection on gene expression at two novel loci (SLC44A5 and NUP85).
- Demonstrated that combining classical selection statistics (iHS, SDS) with JTI models can incorporate functional information into present-day data scans.
Conclusions:
- Predicted gene expression analysis using ancient DNA provides a powerful method to explore the phenotypic consequences of natural selection.
- This approach can identify selection acting on gene expression, even at loci not detected by traditional genomic scans.
- Integrating functional data with genomic scans enhances the understanding of both the causes and consequences of human evolution.
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