Cargando…
The IICR (inverse instantaneous coalescence rate) as a summary of genomic diversity: insights into demographic inference and model choice
Several inferential methods using genomic data have been proposed to quantify and date population size changes in the history of species. At the same time an increasing number of studies have shown that population structure can generate spurious signals of population size change. Recently, Mazet et...
Autores principales: | , , , , , |
---|---|
Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Springer International Publishing
2017
|
Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5837117/ https://www.ncbi.nlm.nih.gov/pubmed/29234166 http://dx.doi.org/10.1038/s41437-017-0005-6 |
_version_ | 1783304058777370624 |
---|---|
author | Chikhi, Lounès Rodríguez, Willy Grusea, Simona Santos, Patrícia Boitard, Simon Mazet, Olivier |
author_facet | Chikhi, Lounès Rodríguez, Willy Grusea, Simona Santos, Patrícia Boitard, Simon Mazet, Olivier |
author_sort | Chikhi, Lounès |
collection | PubMed |
description | Several inferential methods using genomic data have been proposed to quantify and date population size changes in the history of species. At the same time an increasing number of studies have shown that population structure can generate spurious signals of population size change. Recently, Mazet et al. (2016) introduced, for a sample size of two, a time-dependent parameter, which they called the IICR (inverse instantaneous coalescence rate). The IICR is equivalent to a population size in panmictic models, but not necessarily in structured models. It is characterised by a temporal trajectory that suggests population size changes, as a function of the sampling scheme, even when the total population size was constant. Here, we extend the work of Mazet et al. (2016) by (i) showing how the IICR can be computed for any demographic model of interest, under the coalescent, (ii) applying this approach to models of population structure (1D and 2D stepping stone, split models, two- and three-island asymmetric gene flow, continent-island models), (iii) stressing the importance of the sampling strategy in generating different histories, (iv) arguing that IICR plots can be seen as summaries of genomic information that can thus be used for model choice or model exclusion (v) applying this approach to the question of admixture between humans and Neanderthals. Altogether these results are potentially important given that the widely used PSMC (pairwise sequentially Markovian coalescent) method of Li and Durbin (2011) estimates the IICR of the sample, not necessarily the history of the populations. |
format | Online Article Text |
id | pubmed-5837117 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2017 |
publisher | Springer International Publishing |
record_format | MEDLINE/PubMed |
spelling | pubmed-58371172018-03-06 The IICR (inverse instantaneous coalescence rate) as a summary of genomic diversity: insights into demographic inference and model choice Chikhi, Lounès Rodríguez, Willy Grusea, Simona Santos, Patrícia Boitard, Simon Mazet, Olivier Heredity (Edinb) Article Several inferential methods using genomic data have been proposed to quantify and date population size changes in the history of species. At the same time an increasing number of studies have shown that population structure can generate spurious signals of population size change. Recently, Mazet et al. (2016) introduced, for a sample size of two, a time-dependent parameter, which they called the IICR (inverse instantaneous coalescence rate). The IICR is equivalent to a population size in panmictic models, but not necessarily in structured models. It is characterised by a temporal trajectory that suggests population size changes, as a function of the sampling scheme, even when the total population size was constant. Here, we extend the work of Mazet et al. (2016) by (i) showing how the IICR can be computed for any demographic model of interest, under the coalescent, (ii) applying this approach to models of population structure (1D and 2D stepping stone, split models, two- and three-island asymmetric gene flow, continent-island models), (iii) stressing the importance of the sampling strategy in generating different histories, (iv) arguing that IICR plots can be seen as summaries of genomic information that can thus be used for model choice or model exclusion (v) applying this approach to the question of admixture between humans and Neanderthals. Altogether these results are potentially important given that the widely used PSMC (pairwise sequentially Markovian coalescent) method of Li and Durbin (2011) estimates the IICR of the sample, not necessarily the history of the populations. Springer International Publishing 2017-11-08 2018-01 /pmc/articles/PMC5837117/ /pubmed/29234166 http://dx.doi.org/10.1038/s41437-017-0005-6 Text en © The Author(s) 2017 Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license, and indicate if changes were made. The images or other third party material in this article are included in the article’s Creative Commons license, unless indicated otherwise in a credit line to the material. If material is not included in the article’s Creative Commons license and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this license, visit http://creativecommons.org/licenses/by/4.0/. |
spellingShingle | Article Chikhi, Lounès Rodríguez, Willy Grusea, Simona Santos, Patrícia Boitard, Simon Mazet, Olivier The IICR (inverse instantaneous coalescence rate) as a summary of genomic diversity: insights into demographic inference and model choice |
title | The IICR (inverse instantaneous coalescence rate) as a summary of genomic diversity: insights into demographic inference and model choice |
title_full | The IICR (inverse instantaneous coalescence rate) as a summary of genomic diversity: insights into demographic inference and model choice |
title_fullStr | The IICR (inverse instantaneous coalescence rate) as a summary of genomic diversity: insights into demographic inference and model choice |
title_full_unstemmed | The IICR (inverse instantaneous coalescence rate) as a summary of genomic diversity: insights into demographic inference and model choice |
title_short | The IICR (inverse instantaneous coalescence rate) as a summary of genomic diversity: insights into demographic inference and model choice |
title_sort | iicr (inverse instantaneous coalescence rate) as a summary of genomic diversity: insights into demographic inference and model choice |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5837117/ https://www.ncbi.nlm.nih.gov/pubmed/29234166 http://dx.doi.org/10.1038/s41437-017-0005-6 |
work_keys_str_mv | AT chikhilounes theiicrinverseinstantaneouscoalescencerateasasummaryofgenomicdiversityinsightsintodemographicinferenceandmodelchoice AT rodriguezwilly theiicrinverseinstantaneouscoalescencerateasasummaryofgenomicdiversityinsightsintodemographicinferenceandmodelchoice AT gruseasimona theiicrinverseinstantaneouscoalescencerateasasummaryofgenomicdiversityinsightsintodemographicinferenceandmodelchoice AT santospatricia theiicrinverseinstantaneouscoalescencerateasasummaryofgenomicdiversityinsightsintodemographicinferenceandmodelchoice AT boitardsimon theiicrinverseinstantaneouscoalescencerateasasummaryofgenomicdiversityinsightsintodemographicinferenceandmodelchoice AT mazetolivier theiicrinverseinstantaneouscoalescencerateasasummaryofgenomicdiversityinsightsintodemographicinferenceandmodelchoice AT chikhilounes iicrinverseinstantaneouscoalescencerateasasummaryofgenomicdiversityinsightsintodemographicinferenceandmodelchoice AT rodriguezwilly iicrinverseinstantaneouscoalescencerateasasummaryofgenomicdiversityinsightsintodemographicinferenceandmodelchoice AT gruseasimona iicrinverseinstantaneouscoalescencerateasasummaryofgenomicdiversityinsightsintodemographicinferenceandmodelchoice AT santospatricia iicrinverseinstantaneouscoalescencerateasasummaryofgenomicdiversityinsightsintodemographicinferenceandmodelchoice AT boitardsimon iicrinverseinstantaneouscoalescencerateasasummaryofgenomicdiversityinsightsintodemographicinferenceandmodelchoice AT mazetolivier iicrinverseinstantaneouscoalescencerateasasummaryofgenomicdiversityinsightsintodemographicinferenceandmodelchoice |