Limits to the rate of adaptive substitution in sexual populations.

In large populations, many beneficial mutations may be simultaneously available and may compete with one another, slowing adaptation. By finding the probability of fixation of a favorable allele in a simple model of a haploid sexual population, we find limits to the rate of adaptive substitution, Λ,...

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Main Authors: Daniel B Weissman, Nicholas H Barton
Format: Article
Language:English
Published: Public Library of Science (PLoS) 2012-01-01
Series:PLoS Genetics
Online Access:http://europepmc.org/articles/PMC3369949?pdf=render
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spelling doaj-f9eb7a8fe910469ca26dade91ba8c8582020-11-25T00:02:54ZengPublic Library of Science (PLoS)PLoS Genetics1553-73901553-74042012-01-0186e100274010.1371/journal.pgen.1002740Limits to the rate of adaptive substitution in sexual populations.Daniel B WeissmanNicholas H BartonIn large populations, many beneficial mutations may be simultaneously available and may compete with one another, slowing adaptation. By finding the probability of fixation of a favorable allele in a simple model of a haploid sexual population, we find limits to the rate of adaptive substitution, Λ, that depend on simple parameter combinations. When variance in fitness is low and linkage is loose, the baseline rate of substitution is Λ₀ = 2NU <s>, where N is the population size, U is the rate of beneficial mutations per genome, and <s> is their mean selective advantage. Heritable variance v in log fitness due to unlinked loci reduces Λ by e⁻⁴(v) under polygamy and e⁻⁸ (v) under monogamy. With a linear genetic map of length R Morgans, interference is yet stronger. We use a scaling argument to show that the density of adaptive substitutions depends on s, N, U, and R only through the baseline density: Λ/R = F (Λ₀/R). Under the approximation that the interference due to different sweeps adds up, we show that Λ/R ~(Λ₀/R) / (1 +2Λ₉/R) , implying that interference prevents the rate of adaptive substitution from exceeding one per centimorgan per 200 generations. Simulations and numerical calculations confirm the scaling argument and confirm the additive approximation for Λ₀/R ~ 1; for higher Λ₀/R , the rate of adaptation grows above R/2, but only very slowly. We also consider the effect of sweeps on neutral diversity and show that, while even occasional sweeps can greatly reduce neutral diversity, this effect saturates as sweeps become more common-diversity can be maintained even in populations experiencing very strong interference. Our results indicate that for some organisms the rate of adaptive substitution may be primarily recombination-limited, depending only weakly on the mutation supply and the strength of selection.http://europepmc.org/articles/PMC3369949?pdf=render
collection DOAJ
language English
format Article
sources DOAJ
author Daniel B Weissman
Nicholas H Barton
spellingShingle Daniel B Weissman
Nicholas H Barton
Limits to the rate of adaptive substitution in sexual populations.
PLoS Genetics
author_facet Daniel B Weissman
Nicholas H Barton
author_sort Daniel B Weissman
title Limits to the rate of adaptive substitution in sexual populations.
title_short Limits to the rate of adaptive substitution in sexual populations.
title_full Limits to the rate of adaptive substitution in sexual populations.
title_fullStr Limits to the rate of adaptive substitution in sexual populations.
title_full_unstemmed Limits to the rate of adaptive substitution in sexual populations.
title_sort limits to the rate of adaptive substitution in sexual populations.
publisher Public Library of Science (PLoS)
series PLoS Genetics
issn 1553-7390
1553-7404
publishDate 2012-01-01
description In large populations, many beneficial mutations may be simultaneously available and may compete with one another, slowing adaptation. By finding the probability of fixation of a favorable allele in a simple model of a haploid sexual population, we find limits to the rate of adaptive substitution, Λ, that depend on simple parameter combinations. When variance in fitness is low and linkage is loose, the baseline rate of substitution is Λ₀ = 2NU <s>, where N is the population size, U is the rate of beneficial mutations per genome, and <s> is their mean selective advantage. Heritable variance v in log fitness due to unlinked loci reduces Λ by e⁻⁴(v) under polygamy and e⁻⁸ (v) under monogamy. With a linear genetic map of length R Morgans, interference is yet stronger. We use a scaling argument to show that the density of adaptive substitutions depends on s, N, U, and R only through the baseline density: Λ/R = F (Λ₀/R). Under the approximation that the interference due to different sweeps adds up, we show that Λ/R ~(Λ₀/R) / (1 +2Λ₉/R) , implying that interference prevents the rate of adaptive substitution from exceeding one per centimorgan per 200 generations. Simulations and numerical calculations confirm the scaling argument and confirm the additive approximation for Λ₀/R ~ 1; for higher Λ₀/R , the rate of adaptation grows above R/2, but only very slowly. We also consider the effect of sweeps on neutral diversity and show that, while even occasional sweeps can greatly reduce neutral diversity, this effect saturates as sweeps become more common-diversity can be maintained even in populations experiencing very strong interference. Our results indicate that for some organisms the rate of adaptive substitution may be primarily recombination-limited, depending only weakly on the mutation supply and the strength of selection.
url http://europepmc.org/articles/PMC3369949?pdf=render
work_keys_str_mv AT danielbweissman limitstotherateofadaptivesubstitutioninsexualpopulations
AT nicholashbarton limitstotherateofadaptivesubstitutioninsexualpopulations
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