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Author Archives: Arun Sethuraman
Sexual selection and population fitness
Sexual selection or non-random mate choice acts to ‘filter’ out less competitive/desirable phenotypes from a population. In the presence of small effect mutation loads, i.e. small fitness differences between a mutation-free population, and one with persistent deleterious mutations, sexual selection … Continue reading
Posted in adaptation, evolution, mutation, population genetics
Tagged ecological speciation, genomics, natural selection, population genetics
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Gene flow and Population Fitness
Fitness effects of gene flow (both advantageous and deleterious) have garnered plenty of recent press and scientific exploration. At the population level, the concepts and consequences are notoriously familiar. In the context of immigration, they reduce to existing genetic variation, … Continue reading
Quantifying risks of consanguineous mating in humans
The efficacy of selection in purging a deleterious mutation from a randomly mating population depends on numerous factors, including dominance effects of alleles – see my previous posts. Simplistically, most new mutations are expected to be heterozygotic, and be purged … Continue reading
Procrustes Analyses in R
Procrustes transformations (i.e. a form of multidimensional scaling that allows the comparison of two data sets) have been used extensively in recent literature to assess the similarity of geographical and genetic distributions of species, following the lead of Wang et … Continue reading
Posted in genomics, howto, population genetics, R, software
Tagged data visualization, genomics, population genetics, population structure
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dN(eutralist) < dS(electionist) Part 5
The neutral theory predicts that species with small census (and effective) population sizes are subject to greater drift (or allele frequency fluctuations), and vice versa. In other words, species with larger population sizes are expected to maintain more neutral diversity … Continue reading
Posted in evolution, mutation, natural history, plants, population genetics, theory
Tagged genomics, natural selection, population genetics
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Visualizing Linkage Disequilibrium in R
Patterns of Linkage Disequilibrium (LD) across a genome has multiple implications for a population’s ancestral demography. For instance, population bottlenecks predictably result in increased LD, LD between SNP’s in loci under natural selection affect each others rates of adaptive evolution, selfing/inbreeding populations … Continue reading
Posted in bioinformatics, howto, population genetics, R
Tagged data visualization, genomics, population genetics
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d(N)eutralist < d(S)electionist Part 4
Continuing our discussion of the neutralist-selectionist debate, recent findings by Schrider et al. (2015) bring us to the topic of selective sweeps, and their genomic signatures in a population. As we have discussed in previous posts, numerous studies (since the … Continue reading
Posted in adaptation, evolution, mutation, population genetics, selection, theory
Tagged genomics, natural selection, population genetics
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F-statistics Manhattan Plots in R
Characterizing differentiation across individual genomes sampled from different populations can be very informative of the demographic processes that resulted in the differentiation in the first place. Manhattan plots have grown to be very popular representations of genome-wide differentiation statistics in … Continue reading
Posted in bioinformatics, genomics, howto, population genetics, R, software
Tagged data visualization, genomics, Homo sapiens
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