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The Site Frequency/Dosage Spectrum of Autopolyploid Populations
The Site Frequency Spectrum (SFS) and the heterozygosity of allelic variants are among the most important summary statistics for population genetic analysis of diploid organisms. We discuss the generalization of these statistics to populations of autopolyploid organisms in terms of the joint Site Fr...
Autores principales: | , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
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Frontiers Media S.A.
2018
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Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6207136/ https://www.ncbi.nlm.nih.gov/pubmed/30405691 http://dx.doi.org/10.3389/fgene.2018.00480 |
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author | Ferretti, Luca Ribeca, Paolo Ramos-Onsins, Sebastian E. |
author_facet | Ferretti, Luca Ribeca, Paolo Ramos-Onsins, Sebastian E. |
author_sort | Ferretti, Luca |
collection | PubMed |
description | The Site Frequency Spectrum (SFS) and the heterozygosity of allelic variants are among the most important summary statistics for population genetic analysis of diploid organisms. We discuss the generalization of these statistics to populations of autopolyploid organisms in terms of the joint Site Frequency/Dosage Spectrum and its expected value for autopolyploid populations that follow the standard neutral model. Based on these results, we present estimators of nucleotide variability from High-Throughput Sequencing (HTS) data of autopolyploids and discuss potential issues related to sequencing errors and variant calling. We use these estimators to generalize Tajima's D and other SFS-based neutrality tests to HTS data from autopolyploid organisms. Finally, we discuss how these approaches fail when the number of individuals is small. In fact, in autopolyploids there are many possible deviations from the Hardy–Weinberg equilibrium, each reflected in a different shape of the individual dosage distribution. The SFS from small samples is often dominated by the shape of these deviations of the dosage distribution from its Hardy–Weinberg expectations. |
format | Online Article Text |
id | pubmed-6207136 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2018 |
publisher | Frontiers Media S.A. |
record_format | MEDLINE/PubMed |
spelling | pubmed-62071362018-11-07 The Site Frequency/Dosage Spectrum of Autopolyploid Populations Ferretti, Luca Ribeca, Paolo Ramos-Onsins, Sebastian E. Front Genet Genetics The Site Frequency Spectrum (SFS) and the heterozygosity of allelic variants are among the most important summary statistics for population genetic analysis of diploid organisms. We discuss the generalization of these statistics to populations of autopolyploid organisms in terms of the joint Site Frequency/Dosage Spectrum and its expected value for autopolyploid populations that follow the standard neutral model. Based on these results, we present estimators of nucleotide variability from High-Throughput Sequencing (HTS) data of autopolyploids and discuss potential issues related to sequencing errors and variant calling. We use these estimators to generalize Tajima's D and other SFS-based neutrality tests to HTS data from autopolyploid organisms. Finally, we discuss how these approaches fail when the number of individuals is small. In fact, in autopolyploids there are many possible deviations from the Hardy–Weinberg equilibrium, each reflected in a different shape of the individual dosage distribution. The SFS from small samples is often dominated by the shape of these deviations of the dosage distribution from its Hardy–Weinberg expectations. Frontiers Media S.A. 2018-10-23 /pmc/articles/PMC6207136/ /pubmed/30405691 http://dx.doi.org/10.3389/fgene.2018.00480 Text en Copyright © 2018 Ferretti, Ribeca and Ramos-Onsins. http://creativecommons.org/licenses/by/4.0/ This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms. |
spellingShingle | Genetics Ferretti, Luca Ribeca, Paolo Ramos-Onsins, Sebastian E. The Site Frequency/Dosage Spectrum of Autopolyploid Populations |
title | The Site Frequency/Dosage Spectrum of Autopolyploid Populations |
title_full | The Site Frequency/Dosage Spectrum of Autopolyploid Populations |
title_fullStr | The Site Frequency/Dosage Spectrum of Autopolyploid Populations |
title_full_unstemmed | The Site Frequency/Dosage Spectrum of Autopolyploid Populations |
title_short | The Site Frequency/Dosage Spectrum of Autopolyploid Populations |
title_sort | site frequency/dosage spectrum of autopolyploid populations |
topic | Genetics |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6207136/ https://www.ncbi.nlm.nih.gov/pubmed/30405691 http://dx.doi.org/10.3389/fgene.2018.00480 |
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