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Reconstructing queen genotypes by pool sequencing colonies in eusocial insects: Statistical Methods and their application to honeybee
Eusocial insects are crucial to many ecosystems, and particularly the honeybee (Apis mellifera). One approach to facilitate their study in molecular genetics, is to consider whole‐colony genotyping by combining DNA of multiple individuals in a single pool sequencing experiment. Cheap and fast, this...
Autores principales: | , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
John Wiley and Sons Inc.
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9796407/ https://www.ncbi.nlm.nih.gov/pubmed/35816386 http://dx.doi.org/10.1111/1755-0998.13685 |
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author | Eynard, Sonia E. Vignal, Alain Basso, Benjamin Canale‐Tabet, Kamila Le Conte, Yves Decourtye, Axel Genestout, Lucie Labarthe, Emmanuelle Mondet, Fanny Servin, Bertrand |
author_facet | Eynard, Sonia E. Vignal, Alain Basso, Benjamin Canale‐Tabet, Kamila Le Conte, Yves Decourtye, Axel Genestout, Lucie Labarthe, Emmanuelle Mondet, Fanny Servin, Bertrand |
author_sort | Eynard, Sonia E. |
collection | PubMed |
description | Eusocial insects are crucial to many ecosystems, and particularly the honeybee (Apis mellifera). One approach to facilitate their study in molecular genetics, is to consider whole‐colony genotyping by combining DNA of multiple individuals in a single pool sequencing experiment. Cheap and fast, this technique comes with the drawback of producing data requiring dedicated methods to be fully exploited. Despite this limitation, pool sequencing data have been shown to be informative and cost‐effective when working on random mating populations. Here, we present new statistical methods for exploiting pool sequencing of eusocial colonies in order to reconstruct the genotypes of the queen of such colony. This leverages the possibility to monitor genetic diversity, perform genomic‐based studies or implement selective breeding. Using simulations and honeybee real data, we show that the new methods allow for a fast and accurate estimation of the queen's genetic ancestry, with correlations of about 0.9 to that obtained from individual genotyping. Also, it allows for an accurate reconstruction of the queen genotypes, with about 2% genotyping error. We further validate these inferences using experimental data on colonies with both pool sequencing and individual genotyping of drones. In brief, in this study we present statistical models to accurately estimate the genetic ancestry and reconstruct the genotypes of the queen from pool sequencing data from workers of an eusocial colony. Such information allows to exploit pool sequencing for traditional population genetics analyses, association studies and for selective breeding. While validated in Apis mellifera, these methods are applicable to other eusocial hymenopterans. |
format | Online Article Text |
id | pubmed-9796407 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | John Wiley and Sons Inc. |
record_format | MEDLINE/PubMed |
spelling | pubmed-97964072022-12-30 Reconstructing queen genotypes by pool sequencing colonies in eusocial insects: Statistical Methods and their application to honeybee Eynard, Sonia E. Vignal, Alain Basso, Benjamin Canale‐Tabet, Kamila Le Conte, Yves Decourtye, Axel Genestout, Lucie Labarthe, Emmanuelle Mondet, Fanny Servin, Bertrand Mol Ecol Resour RESOURCE ARTICLES Eusocial insects are crucial to many ecosystems, and particularly the honeybee (Apis mellifera). One approach to facilitate their study in molecular genetics, is to consider whole‐colony genotyping by combining DNA of multiple individuals in a single pool sequencing experiment. Cheap and fast, this technique comes with the drawback of producing data requiring dedicated methods to be fully exploited. Despite this limitation, pool sequencing data have been shown to be informative and cost‐effective when working on random mating populations. Here, we present new statistical methods for exploiting pool sequencing of eusocial colonies in order to reconstruct the genotypes of the queen of such colony. This leverages the possibility to monitor genetic diversity, perform genomic‐based studies or implement selective breeding. Using simulations and honeybee real data, we show that the new methods allow for a fast and accurate estimation of the queen's genetic ancestry, with correlations of about 0.9 to that obtained from individual genotyping. Also, it allows for an accurate reconstruction of the queen genotypes, with about 2% genotyping error. We further validate these inferences using experimental data on colonies with both pool sequencing and individual genotyping of drones. In brief, in this study we present statistical models to accurately estimate the genetic ancestry and reconstruct the genotypes of the queen from pool sequencing data from workers of an eusocial colony. Such information allows to exploit pool sequencing for traditional population genetics analyses, association studies and for selective breeding. While validated in Apis mellifera, these methods are applicable to other eusocial hymenopterans. John Wiley and Sons Inc. 2022-08-01 2022-11 /pmc/articles/PMC9796407/ /pubmed/35816386 http://dx.doi.org/10.1111/1755-0998.13685 Text en © 2022 The Authors. Molecular Ecology Resources published by John Wiley & Sons Ltd. https://creativecommons.org/licenses/by-nc/4.0/This is an open access article under the terms of the http://creativecommons.org/licenses/by-nc/4.0/ (https://creativecommons.org/licenses/by-nc/4.0/) License, which permits use, distribution and reproduction in any medium, provided the original work is properly cited and is not used for commercial purposes. |
spellingShingle | RESOURCE ARTICLES Eynard, Sonia E. Vignal, Alain Basso, Benjamin Canale‐Tabet, Kamila Le Conte, Yves Decourtye, Axel Genestout, Lucie Labarthe, Emmanuelle Mondet, Fanny Servin, Bertrand Reconstructing queen genotypes by pool sequencing colonies in eusocial insects: Statistical Methods and their application to honeybee |
title | Reconstructing queen genotypes by pool sequencing colonies in eusocial insects: Statistical Methods and their application to honeybee |
title_full | Reconstructing queen genotypes by pool sequencing colonies in eusocial insects: Statistical Methods and their application to honeybee |
title_fullStr | Reconstructing queen genotypes by pool sequencing colonies in eusocial insects: Statistical Methods and their application to honeybee |
title_full_unstemmed | Reconstructing queen genotypes by pool sequencing colonies in eusocial insects: Statistical Methods and their application to honeybee |
title_short | Reconstructing queen genotypes by pool sequencing colonies in eusocial insects: Statistical Methods and their application to honeybee |
title_sort | reconstructing queen genotypes by pool sequencing colonies in eusocial insects: statistical methods and their application to honeybee |
topic | RESOURCE ARTICLES |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9796407/ https://www.ncbi.nlm.nih.gov/pubmed/35816386 http://dx.doi.org/10.1111/1755-0998.13685 |
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