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Effects of Overlapping Generations on Linkage Disequilibrium Estimates of Effective Population Size

Use of single-sample genetic methods to estimate effective population size has skyrocketed in recent years. Although the underlying models assume discrete generations, they are widely applied to age-structured species. We simulated genetic data for 21 iteroparous animal and plant species to evaluate...

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Autores principales: Waples, Robin S., Antao, Tiago, Luikart, Gordon
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Genetics Society of America 2014
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4063931/
https://www.ncbi.nlm.nih.gov/pubmed/24717176
http://dx.doi.org/10.1534/genetics.114.164822
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author Waples, Robin S.
Antao, Tiago
Luikart, Gordon
author_facet Waples, Robin S.
Antao, Tiago
Luikart, Gordon
author_sort Waples, Robin S.
collection PubMed
description Use of single-sample genetic methods to estimate effective population size has skyrocketed in recent years. Although the underlying models assume discrete generations, they are widely applied to age-structured species. We simulated genetic data for 21 iteroparous animal and plant species to evaluate two untested hypotheses regarding performance of the single-sample method based on linkage disequilibrium (LD): (1) estimates based on single-cohort samples reflect the effective number of breeders in one reproductive cycle (N(b)), and (2) mixed-age samples reflect the effective size per generation (N(e)). We calculated true N(e) and N(b), using the model species’ vital rates, and verified these with individual-based simulations. We show that single-cohort samples should be equally influenced by N(b) and N(e) and confirm this with simulated results: [Formula: see text] was a linear (r(2) = 0.98) function of the harmonic mean of N(e) and N(b). We provide a quantitative bias correction for raw [Formula: see text] based on the ratio N(b)/N(e), which can be estimated from two or three simple life history traits. Bias-adjusted estimates were within 5% of true N(b) for all 21 study species and proved robust when challenged with new data. Mixed-age adult samples produced downwardly biased estimates in all species, which we attribute to a two-locus Wahlund effect (mixture LD) caused by combining parents from different cohorts in a single sample. Results from this study will facilitate interpretation of rapidly accumulating genetic estimates in terms of both N(e) (which influences long-term evolutionary processes) and N(b) (which is more important for understanding eco-evolutionary dynamics and mating systems).
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spelling pubmed-40639312014-06-23 Effects of Overlapping Generations on Linkage Disequilibrium Estimates of Effective Population Size Waples, Robin S. Antao, Tiago Luikart, Gordon Genetics Investigations Use of single-sample genetic methods to estimate effective population size has skyrocketed in recent years. Although the underlying models assume discrete generations, they are widely applied to age-structured species. We simulated genetic data for 21 iteroparous animal and plant species to evaluate two untested hypotheses regarding performance of the single-sample method based on linkage disequilibrium (LD): (1) estimates based on single-cohort samples reflect the effective number of breeders in one reproductive cycle (N(b)), and (2) mixed-age samples reflect the effective size per generation (N(e)). We calculated true N(e) and N(b), using the model species’ vital rates, and verified these with individual-based simulations. We show that single-cohort samples should be equally influenced by N(b) and N(e) and confirm this with simulated results: [Formula: see text] was a linear (r(2) = 0.98) function of the harmonic mean of N(e) and N(b). We provide a quantitative bias correction for raw [Formula: see text] based on the ratio N(b)/N(e), which can be estimated from two or three simple life history traits. Bias-adjusted estimates were within 5% of true N(b) for all 21 study species and proved robust when challenged with new data. Mixed-age adult samples produced downwardly biased estimates in all species, which we attribute to a two-locus Wahlund effect (mixture LD) caused by combining parents from different cohorts in a single sample. Results from this study will facilitate interpretation of rapidly accumulating genetic estimates in terms of both N(e) (which influences long-term evolutionary processes) and N(b) (which is more important for understanding eco-evolutionary dynamics and mating systems). Genetics Society of America 2014-06 2014-04-08 /pmc/articles/PMC4063931/ /pubmed/24717176 http://dx.doi.org/10.1534/genetics.114.164822 Text en Copyright © 2014 by the Genetics Society of America Available freely online through the author-supported open access option.
spellingShingle Investigations
Waples, Robin S.
Antao, Tiago
Luikart, Gordon
Effects of Overlapping Generations on Linkage Disequilibrium Estimates of Effective Population Size
title Effects of Overlapping Generations on Linkage Disequilibrium Estimates of Effective Population Size
title_full Effects of Overlapping Generations on Linkage Disequilibrium Estimates of Effective Population Size
title_fullStr Effects of Overlapping Generations on Linkage Disequilibrium Estimates of Effective Population Size
title_full_unstemmed Effects of Overlapping Generations on Linkage Disequilibrium Estimates of Effective Population Size
title_short Effects of Overlapping Generations on Linkage Disequilibrium Estimates of Effective Population Size
title_sort effects of overlapping generations on linkage disequilibrium estimates of effective population size
topic Investigations
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4063931/
https://www.ncbi.nlm.nih.gov/pubmed/24717176
http://dx.doi.org/10.1534/genetics.114.164822
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