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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...
Autores principales: | , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Genetics Society of America
2014
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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). |
format | Online Article Text |
id | pubmed-4063931 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2014 |
publisher | Genetics Society of America |
record_format | MEDLINE/PubMed |
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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