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A theoretical derivation of response to selection with and without controlled mating in honeybees

BACKGROUND: In recent years, the breeding of honeybees has gained significant scientific interest, and numerous theoretical and practical improvements have been made regarding the collection and processing of their performance data. It is now known that the selection of high-quality drone material i...

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Autores principales: Du, Manuel, Bernstein, Richard, Hoppe, Andreas, Bienefeld, Kaspar
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7891173/
https://www.ncbi.nlm.nih.gov/pubmed/33596819
http://dx.doi.org/10.1186/s12711-021-00606-5
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author Du, Manuel
Bernstein, Richard
Hoppe, Andreas
Bienefeld, Kaspar
author_facet Du, Manuel
Bernstein, Richard
Hoppe, Andreas
Bienefeld, Kaspar
author_sort Du, Manuel
collection PubMed
description BACKGROUND: In recent years, the breeding of honeybees has gained significant scientific interest, and numerous theoretical and practical improvements have been made regarding the collection and processing of their performance data. It is now known that the selection of high-quality drone material is crucial for mid to long-term breeding success. However, there has been no conclusive mathematical theory to explain these findings. METHODS: We derived mathematical formulas to describe the response to selection of a breeding population and an unselected passive population of honeybees that benefits indirectly from genetic improvement in the breeding population via migration. This was done under the assumption of either controlled or uncontrolled mating of queens in the breeding population. RESULTS: Our model equations confirm what has been observed in simulation studies. In particular, we have proven that the breeding population and the passive population will show parallel genetic gain after some years and we were able to assess the responses to selection for different breeding strategies. Thus, we confirmed the crucial importance of controlled mating for successful honeybee breeding. When compared with data from simulation studies, the derived formulas showed high coefficients of determination [Formula: see text] in cases where many passive queens had dams from the breeding population. For self-sufficient passive populations, the coefficients of determination were lower ([Formula: see text] ) if the breeding population was under controlled mating. This can be explained by the limited simulated time-frame and lower convergence rates. CONCLUSION: The presented theoretical derivations allow extrapolation of honeybee-specific simulation results for breeding programs to a wide range of population parameters. Furthermore, they provide general insights into the genetic dynamics of interdependent populations, not only for honeybees but also in a broader context.
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spelling pubmed-78911732021-02-22 A theoretical derivation of response to selection with and without controlled mating in honeybees Du, Manuel Bernstein, Richard Hoppe, Andreas Bienefeld, Kaspar Genet Sel Evol Research Article BACKGROUND: In recent years, the breeding of honeybees has gained significant scientific interest, and numerous theoretical and practical improvements have been made regarding the collection and processing of their performance data. It is now known that the selection of high-quality drone material is crucial for mid to long-term breeding success. However, there has been no conclusive mathematical theory to explain these findings. METHODS: We derived mathematical formulas to describe the response to selection of a breeding population and an unselected passive population of honeybees that benefits indirectly from genetic improvement in the breeding population via migration. This was done under the assumption of either controlled or uncontrolled mating of queens in the breeding population. RESULTS: Our model equations confirm what has been observed in simulation studies. In particular, we have proven that the breeding population and the passive population will show parallel genetic gain after some years and we were able to assess the responses to selection for different breeding strategies. Thus, we confirmed the crucial importance of controlled mating for successful honeybee breeding. When compared with data from simulation studies, the derived formulas showed high coefficients of determination [Formula: see text] in cases where many passive queens had dams from the breeding population. For self-sufficient passive populations, the coefficients of determination were lower ([Formula: see text] ) if the breeding population was under controlled mating. This can be explained by the limited simulated time-frame and lower convergence rates. CONCLUSION: The presented theoretical derivations allow extrapolation of honeybee-specific simulation results for breeding programs to a wide range of population parameters. Furthermore, they provide general insights into the genetic dynamics of interdependent populations, not only for honeybees but also in a broader context. BioMed Central 2021-02-17 /pmc/articles/PMC7891173/ /pubmed/33596819 http://dx.doi.org/10.1186/s12711-021-00606-5 Text en © The Author(s) 2021 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/. The Creative Commons Public Domain Dedication waiver (http://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 Article
Du, Manuel
Bernstein, Richard
Hoppe, Andreas
Bienefeld, Kaspar
A theoretical derivation of response to selection with and without controlled mating in honeybees
title A theoretical derivation of response to selection with and without controlled mating in honeybees
title_full A theoretical derivation of response to selection with and without controlled mating in honeybees
title_fullStr A theoretical derivation of response to selection with and without controlled mating in honeybees
title_full_unstemmed A theoretical derivation of response to selection with and without controlled mating in honeybees
title_short A theoretical derivation of response to selection with and without controlled mating in honeybees
title_sort theoretical derivation of response to selection with and without controlled mating in honeybees
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7891173/
https://www.ncbi.nlm.nih.gov/pubmed/33596819
http://dx.doi.org/10.1186/s12711-021-00606-5
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