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Accurate recombination estimation from pooled genotyping and sequencing: a case study on barley

Sexual reproduction involves meiotic recombination and the creation of crossing over between homologous chromosomes, which leads to new allele combinations. We present a new approach that uses the allele frequency differences and the physical distance of neighboring polymorphisms to estimate the rec...

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Autores principales: Schneider, Michael, Casale, Federico, Stich, Benjamin
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9233355/
https://www.ncbi.nlm.nih.gov/pubmed/35752769
http://dx.doi.org/10.1186/s12864-022-08701-7
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author Schneider, Michael
Casale, Federico
Stich, Benjamin
author_facet Schneider, Michael
Casale, Federico
Stich, Benjamin
author_sort Schneider, Michael
collection PubMed
description Sexual reproduction involves meiotic recombination and the creation of crossing over between homologous chromosomes, which leads to new allele combinations. We present a new approach that uses the allele frequency differences and the physical distance of neighboring polymorphisms to estimate the recombination rate from pool genotyping or sequencing. This allows a considerable cost reduction compared to conventional mapping based on genotyping or sequencing data of single individuals. We evaluated the approach based on computer simulations at various genotyping depths and population sizes as well as applied it to experimental data of 45 barley populations, comprising 4182 RIL. High correlations between the recombination rates from this new pool genetic mapping approach and conventional mapping in simulated and experimental barley populations were observed. The proposed method therefore provides a reliable genetic map position and recombination rate estimation in defined genomic windows. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s12864-022-08701-7.
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spelling pubmed-92333552022-06-26 Accurate recombination estimation from pooled genotyping and sequencing: a case study on barley Schneider, Michael Casale, Federico Stich, Benjamin BMC Genomics Research Sexual reproduction involves meiotic recombination and the creation of crossing over between homologous chromosomes, which leads to new allele combinations. We present a new approach that uses the allele frequency differences and the physical distance of neighboring polymorphisms to estimate the recombination rate from pool genotyping or sequencing. This allows a considerable cost reduction compared to conventional mapping based on genotyping or sequencing data of single individuals. We evaluated the approach based on computer simulations at various genotyping depths and population sizes as well as applied it to experimental data of 45 barley populations, comprising 4182 RIL. High correlations between the recombination rates from this new pool genetic mapping approach and conventional mapping in simulated and experimental barley populations were observed. The proposed method therefore provides a reliable genetic map position and recombination rate estimation in defined genomic windows. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s12864-022-08701-7. BioMed Central 2022-06-25 /pmc/articles/PMC9233355/ /pubmed/35752769 http://dx.doi.org/10.1186/s12864-022-08701-7 Text en © The Author(s) 2022 https://creativecommons.org/licenses/by/4.0/Open AccessThis 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 licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence 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 licence, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) . The Creative Commons Public Domain Dedication waiver (http://creativecommons.org/publicdomain/zero/1.0/ (https://creativecommons.org/publicdomain/zero/1.0/) ) applies to the data made available in this article, unless otherwise stated in a credit line to the data.
spellingShingle Research
Schneider, Michael
Casale, Federico
Stich, Benjamin
Accurate recombination estimation from pooled genotyping and sequencing: a case study on barley
title Accurate recombination estimation from pooled genotyping and sequencing: a case study on barley
title_full Accurate recombination estimation from pooled genotyping and sequencing: a case study on barley
title_fullStr Accurate recombination estimation from pooled genotyping and sequencing: a case study on barley
title_full_unstemmed Accurate recombination estimation from pooled genotyping and sequencing: a case study on barley
title_short Accurate recombination estimation from pooled genotyping and sequencing: a case study on barley
title_sort accurate recombination estimation from pooled genotyping and sequencing: a case study on barley
topic Research
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9233355/
https://www.ncbi.nlm.nih.gov/pubmed/35752769
http://dx.doi.org/10.1186/s12864-022-08701-7
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