The Genome-Wide Effect of Drift and Selection over a Single Generation
Sgarlata, G. M.; Coop, G.
Show abstract
The relative importance of genetic drift versus selection to evolutionary change has long been debated. This debate has mainly focused over long-time-scales (e.g. hundreds of thousands of generations), leaving the question of short-term evolutionary change relatively unaddressed. Our knowledge about the effects of selection on genetic change over short time scales is often based on identifying major allele frequency changes at few loci with large selective advantage. Yet selection often acts on polygenic traits where the short-term response is shaped by small shifts in allele frequency at many loci that will be difficult to distinguish from genetic drift. Here, we quantify the genome-wide effects of polygenic selection over a single generation, using the idea that alleles in stronger genetic correlation (LD) with selected alleles are expected to show greater variance in allele frequency change than expected under genetic drift. We derive expressions relating variation in LD among loci to the variance in allele frequency change due to linked selection and genetic drift and leverage this theory to quantify the contribution of linked selection to a single generation of allele frequency change. To demonstrate our approach, we decompose the genome-wide allele frequency change in the UK Biobank using fitness proxy phenotypes. We show that selection makes a small, but significant, contribution, with genetic drift making up the large majority of the change in allele frequencies. Our framework could be applied to other organisms for which data on number of offspring or allele frequencies over consecutive generations are available, enabling investigations of the short-term, genome-wide effects of polygenic selection across a wide range of species.
Matching journals
The top 6 journals account for 50% of the predicted probability mass.
Similar papers in this journal
- Strong amplification of quantitative genetic variation under a balance between mutation and fluctuating stabilizing selection 96%
- The rates of introgression and barriers to genetic exchange between hybridizing species: sex chromosomes vs. autosomes 96%
- Optimal Control and the Dynamics of Ancestral Lineages 95%
Similar papers in this journal
- The effect of long-range linkage disequilibrium on allele-frequency dynamics under stabilizing selection 97%
- Archaic introgression and the distribution of shared variation under stabilizing selection 95%
- Reproductive isolation via polygenic local adaptation in sub-divided populations: effect of linkage disequilibria and drift 95%
Similar papers in this journal
- Empirical validation of the nearly neutral theory at divergence and population genomic scale using 150 mammals genomes 96%
- Background selection from unlinked sites causes non-independent evolution of deleterious mutations 94%
- Complex patterns of hitchhiking mutation load among stickleback populations 94%
Similar papers in this journal
- Dominance shifts increase the likelihood of soft selective sweeps 96%
- Recombination and selection against introgressed DNA 96%
- A quantitative genetics model for the dynamics of phenotypic (co)variances under limited dispersal, with an application to the coevolution of socially synergistic traits 95%
"Similar papers" are the closest papers from that journal in the model's embedding space. They show what the match is built on, but the ranking comes mostly from a classifier over the whole training set, not from these examples alone.