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A note on genetic parameters and accuracy of estimated breeding values in honey bees

BACKGROUND: In honey bees, observations are usually made on colonies. The phenotype of a colony is affected by the average breeding value for the worker effect of the thousands of workers in the colony (the worker group) and by the breeding value for the queen effect of the queen of the colony. Beca...

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Autores principales: Brascamp, Evert W., Bijma, Piter
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2019
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6882039/
https://www.ncbi.nlm.nih.gov/pubmed/31775604
http://dx.doi.org/10.1186/s12711-019-0510-6
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author Brascamp, Evert W.
Bijma, Piter
author_facet Brascamp, Evert W.
Bijma, Piter
author_sort Brascamp, Evert W.
collection PubMed
description BACKGROUND: In honey bees, observations are usually made on colonies. The phenotype of a colony is affected by the average breeding value for the worker effect of the thousands of workers in the colony (the worker group) and by the breeding value for the queen effect of the queen of the colony. Because the worker group consists of multiple individuals, interpretation of the variance components and heritabilities of phenotypes observed on the colony and of the accuracy of selection is not straightforward. The additive genetic variance among worker groups depends on the additive genetic relationship between the drone-producing queens (DPQ) that produce the drones that mate with the queen. RESULTS: Here, we clarify how the relatedness between DPQ affects phenotypic variance, heritability and accuracy of the estimated breeding values of replacement queens. Second, we use simulation to investigate the effect of assumptions about the relatedness between DPQ in the base population on estimates of genetic parameters. Relatedness between DPQ in the base generation may differ considerably between populations because of their history. CONCLUSIONS: Our results show that estimates of (co)variance components and derived genetic parameters were seriously biased (25% too high or too low) when assumptions on the relationship between DPQ in the statistical analysis did not agree with reality.
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spelling pubmed-68820392019-12-03 A note on genetic parameters and accuracy of estimated breeding values in honey bees Brascamp, Evert W. Bijma, Piter Genet Sel Evol Research Article BACKGROUND: In honey bees, observations are usually made on colonies. The phenotype of a colony is affected by the average breeding value for the worker effect of the thousands of workers in the colony (the worker group) and by the breeding value for the queen effect of the queen of the colony. Because the worker group consists of multiple individuals, interpretation of the variance components and heritabilities of phenotypes observed on the colony and of the accuracy of selection is not straightforward. The additive genetic variance among worker groups depends on the additive genetic relationship between the drone-producing queens (DPQ) that produce the drones that mate with the queen. RESULTS: Here, we clarify how the relatedness between DPQ affects phenotypic variance, heritability and accuracy of the estimated breeding values of replacement queens. Second, we use simulation to investigate the effect of assumptions about the relatedness between DPQ in the base population on estimates of genetic parameters. Relatedness between DPQ in the base generation may differ considerably between populations because of their history. CONCLUSIONS: Our results show that estimates of (co)variance components and derived genetic parameters were seriously biased (25% too high or too low) when assumptions on the relationship between DPQ in the statistical analysis did not agree with reality. BioMed Central 2019-11-27 /pmc/articles/PMC6882039/ /pubmed/31775604 http://dx.doi.org/10.1186/s12711-019-0510-6 Text en © The Author(s) 2019 Open AccessThis article is distributed under the terms of the Creative Commons Attribution 4.0 International License (http://creativecommons.org/licenses/by/4.0/), which permits unrestricted use, distribution, and reproduction in any medium, provided you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license, and indicate if changes were made. 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.
spellingShingle Research Article
Brascamp, Evert W.
Bijma, Piter
A note on genetic parameters and accuracy of estimated breeding values in honey bees
title A note on genetic parameters and accuracy of estimated breeding values in honey bees
title_full A note on genetic parameters and accuracy of estimated breeding values in honey bees
title_fullStr A note on genetic parameters and accuracy of estimated breeding values in honey bees
title_full_unstemmed A note on genetic parameters and accuracy of estimated breeding values in honey bees
title_short A note on genetic parameters and accuracy of estimated breeding values in honey bees
title_sort note on genetic parameters and accuracy of estimated breeding values in honey bees
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6882039/
https://www.ncbi.nlm.nih.gov/pubmed/31775604
http://dx.doi.org/10.1186/s12711-019-0510-6
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