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PSMC analysis of effective population sizes in molecular ecology and its application to black‐and‐white Ficedula flycatchers

Climatic fluctuations during the Quaternary period governed the demography of species and contributed to population differentiation and ultimately speciation. Studies of these past processes have previously been hindered by a lack of means and genetic data to model changes in effective population si...

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Autores principales: Nadachowska‐Brzyska, Krystyna, Burri, Reto, Smeds, Linnéa, Ellegren, Hans
Formato: Online Artículo Texto
Lenguaje:English
Publicado: John Wiley and Sons Inc. 2016
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4793928/
https://www.ncbi.nlm.nih.gov/pubmed/26797914
http://dx.doi.org/10.1111/mec.13540
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author Nadachowska‐Brzyska, Krystyna
Burri, Reto
Smeds, Linnéa
Ellegren, Hans
author_facet Nadachowska‐Brzyska, Krystyna
Burri, Reto
Smeds, Linnéa
Ellegren, Hans
author_sort Nadachowska‐Brzyska, Krystyna
collection PubMed
description Climatic fluctuations during the Quaternary period governed the demography of species and contributed to population differentiation and ultimately speciation. Studies of these past processes have previously been hindered by a lack of means and genetic data to model changes in effective population size (N (e)) through time. However, based on diploid genome sequences of high quality, the recently developed pairwise sequentially Markovian coalescent (PSMC) can estimate trajectories of changes in N (e) over considerable time periods. We applied this approach to resequencing data from nearly 200 genomes of four species and several populations of the Ficedula species complex of black‐and‐white flycatchers. N (e) curves of Atlas, collared, pied and semicollared flycatcher converged 1–2 million years ago (Ma) at an N (e) of ≈ 200 000, likely reflecting the time when all four species last shared a common ancestor. Subsequent separate N (e) trajectories are consistent with lineage splitting and speciation. All species showed evidence of population growth up until 100–200 thousand years ago (kya), followed by decline and then start of a new phase of population expansion. However, timing and amplitude of changes in N (e) differed among species, and for pied flycatcher, the temporal dynamics of N (e) differed between Spanish birds and central/northern European populations. This cautions against extrapolation of demographic inference between lineages and calls for adequate sampling to provide representative pictures of the coalescence process in different species or populations. We also empirically evaluate criteria for proper inference of demographic histories using PSMC and arrive at recommendations of using sequencing data with a mean genome coverage of ≥18X, a per‐site filter of ≥10 reads and no more than 25% of missing data.
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spelling pubmed-47939282016-04-08 PSMC analysis of effective population sizes in molecular ecology and its application to black‐and‐white Ficedula flycatchers Nadachowska‐Brzyska, Krystyna Burri, Reto Smeds, Linnéa Ellegren, Hans Mol Ecol ORIGINAL ARTICLES Climatic fluctuations during the Quaternary period governed the demography of species and contributed to population differentiation and ultimately speciation. Studies of these past processes have previously been hindered by a lack of means and genetic data to model changes in effective population size (N (e)) through time. However, based on diploid genome sequences of high quality, the recently developed pairwise sequentially Markovian coalescent (PSMC) can estimate trajectories of changes in N (e) over considerable time periods. We applied this approach to resequencing data from nearly 200 genomes of four species and several populations of the Ficedula species complex of black‐and‐white flycatchers. N (e) curves of Atlas, collared, pied and semicollared flycatcher converged 1–2 million years ago (Ma) at an N (e) of ≈ 200 000, likely reflecting the time when all four species last shared a common ancestor. Subsequent separate N (e) trajectories are consistent with lineage splitting and speciation. All species showed evidence of population growth up until 100–200 thousand years ago (kya), followed by decline and then start of a new phase of population expansion. However, timing and amplitude of changes in N (e) differed among species, and for pied flycatcher, the temporal dynamics of N (e) differed between Spanish birds and central/northern European populations. This cautions against extrapolation of demographic inference between lineages and calls for adequate sampling to provide representative pictures of the coalescence process in different species or populations. We also empirically evaluate criteria for proper inference of demographic histories using PSMC and arrive at recommendations of using sequencing data with a mean genome coverage of ≥18X, a per‐site filter of ≥10 reads and no more than 25% of missing data. John Wiley and Sons Inc. 2016-02-15 2016-03 /pmc/articles/PMC4793928/ /pubmed/26797914 http://dx.doi.org/10.1111/mec.13540 Text en © 2016 The Authors. Molecular Ecology Published by John Wiley & Sons Ltd. This is an open access article under the terms of the Creative Commons Attribution‐NonCommercial‐NoDerivs (http://creativecommons.org/licenses/by-nc-nd/4.0/) License, which permits use and distribution in any medium, provided the original work is properly cited, the use is non‐commercial and no modifications or adaptations are made.
spellingShingle ORIGINAL ARTICLES
Nadachowska‐Brzyska, Krystyna
Burri, Reto
Smeds, Linnéa
Ellegren, Hans
PSMC analysis of effective population sizes in molecular ecology and its application to black‐and‐white Ficedula flycatchers
title PSMC analysis of effective population sizes in molecular ecology and its application to black‐and‐white Ficedula flycatchers
title_full PSMC analysis of effective population sizes in molecular ecology and its application to black‐and‐white Ficedula flycatchers
title_fullStr PSMC analysis of effective population sizes in molecular ecology and its application to black‐and‐white Ficedula flycatchers
title_full_unstemmed PSMC analysis of effective population sizes in molecular ecology and its application to black‐and‐white Ficedula flycatchers
title_short PSMC analysis of effective population sizes in molecular ecology and its application to black‐and‐white Ficedula flycatchers
title_sort psmc analysis of effective population sizes in molecular ecology and its application to black‐and‐white ficedula flycatchers
topic ORIGINAL ARTICLES
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4793928/
https://www.ncbi.nlm.nih.gov/pubmed/26797914
http://dx.doi.org/10.1111/mec.13540
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