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The impact of library preparation protocols on the consistency of allele frequency estimates in Pool‐Seq data

Sequencing pools of individuals (Pool‐Seq) is a cost‐effective method to determine genome‐wide allele frequency estimates. Given the importance of meta‐analyses combining data sets, we determined the influence of different genomic library preparation protocols on the consistency of allele frequency...

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Autores principales: Kofler, Robert, Nolte, Viola, Schlötterer, Christian
Formato: Online Artículo Texto
Lenguaje:English
Publicado: John Wiley and Sons Inc. 2015
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4744716/
https://www.ncbi.nlm.nih.gov/pubmed/26014582
http://dx.doi.org/10.1111/1755-0998.12432
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author Kofler, Robert
Nolte, Viola
Schlötterer, Christian
author_facet Kofler, Robert
Nolte, Viola
Schlötterer, Christian
author_sort Kofler, Robert
collection PubMed
description Sequencing pools of individuals (Pool‐Seq) is a cost‐effective method to determine genome‐wide allele frequency estimates. Given the importance of meta‐analyses combining data sets, we determined the influence of different genomic library preparation protocols on the consistency of allele frequency estimates. We found that typically no more than 1% of the variation in allele frequency estimates could be attributed to differences in library preparation. Also read length had only a minor effect on the consistency of allele frequency estimates. By far, the most pronounced influence could be attributed to sequence coverage. Increasing the coverage from 30‐ to 50‐fold improved the consistency of allele frequency estimates by at least 27%. We conclude that Pool‐Seq data can be easily combined across different library preparation methods, but sufficient sequence coverage is key to reliable results.
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spelling pubmed-47447162016-02-18 The impact of library preparation protocols on the consistency of allele frequency estimates in Pool‐Seq data Kofler, Robert Nolte, Viola Schlötterer, Christian Mol Ecol Resour RESOURCE ARTICLES Sequencing pools of individuals (Pool‐Seq) is a cost‐effective method to determine genome‐wide allele frequency estimates. Given the importance of meta‐analyses combining data sets, we determined the influence of different genomic library preparation protocols on the consistency of allele frequency estimates. We found that typically no more than 1% of the variation in allele frequency estimates could be attributed to differences in library preparation. Also read length had only a minor effect on the consistency of allele frequency estimates. By far, the most pronounced influence could be attributed to sequence coverage. Increasing the coverage from 30‐ to 50‐fold improved the consistency of allele frequency estimates by at least 27%. We conclude that Pool‐Seq data can be easily combined across different library preparation methods, but sufficient sequence coverage is key to reliable results. John Wiley and Sons Inc. 2015-06-09 2016-01 /pmc/articles/PMC4744716/ /pubmed/26014582 http://dx.doi.org/10.1111/1755-0998.12432 Text en © 2015 The Authors. Molecular Ecology Resources Published by John Wiley & Sons Ltd. This is an open access article under the terms of the Creative Commons Attribution (http://creativecommons.org/licenses/by/4.0/) License, which permits use, distribution and reproduction in any medium, provided the original work is properly cited.
spellingShingle RESOURCE ARTICLES
Kofler, Robert
Nolte, Viola
Schlötterer, Christian
The impact of library preparation protocols on the consistency of allele frequency estimates in Pool‐Seq data
title The impact of library preparation protocols on the consistency of allele frequency estimates in Pool‐Seq data
title_full The impact of library preparation protocols on the consistency of allele frequency estimates in Pool‐Seq data
title_fullStr The impact of library preparation protocols on the consistency of allele frequency estimates in Pool‐Seq data
title_full_unstemmed The impact of library preparation protocols on the consistency of allele frequency estimates in Pool‐Seq data
title_short The impact of library preparation protocols on the consistency of allele frequency estimates in Pool‐Seq data
title_sort impact of library preparation protocols on the consistency of allele frequency estimates in pool‐seq data
topic RESOURCE ARTICLES
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4744716/
https://www.ncbi.nlm.nih.gov/pubmed/26014582
http://dx.doi.org/10.1111/1755-0998.12432
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