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Unraveling the phenotypic and genomic background of behavioral plasticity and temperament in North American Angus cattle
BACKGROUND: Longitudinal records of temperament can be used for assessing behavioral plasticity, such as aptness to learn, memorize, or change behavioral responses based on affective state. In this study, we evaluated the phenotypic and genomic background of North American Angus cow temperament meas...
Autores principales: | , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
BioMed Central
2023
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9850537/ https://www.ncbi.nlm.nih.gov/pubmed/36658485 http://dx.doi.org/10.1186/s12711-023-00777-3 |
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author | Alvarenga, Amanda B. Oliveira, Hinayah R. Turner, Simon P. Garcia, Andre Retallick, Kelli J. Miller, Stephen P. Brito, Luiz F. |
author_facet | Alvarenga, Amanda B. Oliveira, Hinayah R. Turner, Simon P. Garcia, Andre Retallick, Kelli J. Miller, Stephen P. Brito, Luiz F. |
author_sort | Alvarenga, Amanda B. |
collection | PubMed |
description | BACKGROUND: Longitudinal records of temperament can be used for assessing behavioral plasticity, such as aptness to learn, memorize, or change behavioral responses based on affective state. In this study, we evaluated the phenotypic and genomic background of North American Angus cow temperament measured throughout their lifetime around the weaning season, including the development of a new indicator trait termed docility-based learning and behavioral plasticity. The analyses included 273,695 and 153,898 records for yearling (YT) and cow at weaning (CT) temperament, respectively, 723,248 animals in the pedigree, and 8784 genotyped animals. Both YT and CT were measured when the animal was loading into/exiting the chute. Moreover, CT was measured around the time in which the cow was separated from her calf. A random regression model fitting a first-order Legendre orthogonal polynomial was used to model the covariance structure of temperament and to assess the learning and behavioral plasticity (i.e., slope of the regression) of individual cows. This study provides, for the first time, a longitudinal perspective of the genetic and genomic mechanisms underlying temperament, learning, and behavioral plasticity in beef cattle. RESULTS: CT measured across years is heritable (0.38–0.53). Positive and strong genetic correlations (0.91–1.00) were observed among all CT age-group pairs and between CT and YT (0.84). Over 90% of the candidate genes identified overlapped among CT age-groups and the estimated effect of genomic markers located within important candidate genes changed over time. A small but significant genetic component was observed for learning and behavioral plasticity (heritability = 0.02 ± 0.002). Various candidate genes were identified, revealing the polygenic nature of the traits evaluated. The pathways and candidate genes identified are associated with steroid and glucocorticoid hormones, development delay, cognitive development, and behavioral changes in cattle and other species. CONCLUSIONS: Cow temperament is highly heritable and repeatable. The changes in temperament can be genetically improved by selecting animals with favorable learning and behavioral plasticity (i.e., habituation). Furthermore, the environment explains a large part of the variation in learning and behavioral plasticity, leading to opportunities to also improve the overall temperament by refining management practices. Moreover, behavioral plasticity offers opportunities to improve the long-term animal and handler welfare through habituation. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s12711-023-00777-3. |
format | Online Article Text |
id | pubmed-9850537 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | BioMed Central |
record_format | MEDLINE/PubMed |
spelling | pubmed-98505372023-01-20 Unraveling the phenotypic and genomic background of behavioral plasticity and temperament in North American Angus cattle Alvarenga, Amanda B. Oliveira, Hinayah R. Turner, Simon P. Garcia, Andre Retallick, Kelli J. Miller, Stephen P. Brito, Luiz F. Genet Sel Evol Research Article BACKGROUND: Longitudinal records of temperament can be used for assessing behavioral plasticity, such as aptness to learn, memorize, or change behavioral responses based on affective state. In this study, we evaluated the phenotypic and genomic background of North American Angus cow temperament measured throughout their lifetime around the weaning season, including the development of a new indicator trait termed docility-based learning and behavioral plasticity. The analyses included 273,695 and 153,898 records for yearling (YT) and cow at weaning (CT) temperament, respectively, 723,248 animals in the pedigree, and 8784 genotyped animals. Both YT and CT were measured when the animal was loading into/exiting the chute. Moreover, CT was measured around the time in which the cow was separated from her calf. A random regression model fitting a first-order Legendre orthogonal polynomial was used to model the covariance structure of temperament and to assess the learning and behavioral plasticity (i.e., slope of the regression) of individual cows. This study provides, for the first time, a longitudinal perspective of the genetic and genomic mechanisms underlying temperament, learning, and behavioral plasticity in beef cattle. RESULTS: CT measured across years is heritable (0.38–0.53). Positive and strong genetic correlations (0.91–1.00) were observed among all CT age-group pairs and between CT and YT (0.84). Over 90% of the candidate genes identified overlapped among CT age-groups and the estimated effect of genomic markers located within important candidate genes changed over time. A small but significant genetic component was observed for learning and behavioral plasticity (heritability = 0.02 ± 0.002). Various candidate genes were identified, revealing the polygenic nature of the traits evaluated. The pathways and candidate genes identified are associated with steroid and glucocorticoid hormones, development delay, cognitive development, and behavioral changes in cattle and other species. CONCLUSIONS: Cow temperament is highly heritable and repeatable. The changes in temperament can be genetically improved by selecting animals with favorable learning and behavioral plasticity (i.e., habituation). Furthermore, the environment explains a large part of the variation in learning and behavioral plasticity, leading to opportunities to also improve the overall temperament by refining management practices. Moreover, behavioral plasticity offers opportunities to improve the long-term animal and handler welfare through habituation. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s12711-023-00777-3. BioMed Central 2023-01-19 /pmc/articles/PMC9850537/ /pubmed/36658485 http://dx.doi.org/10.1186/s12711-023-00777-3 Text en © The Author(s) 2023 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 Article Alvarenga, Amanda B. Oliveira, Hinayah R. Turner, Simon P. Garcia, Andre Retallick, Kelli J. Miller, Stephen P. Brito, Luiz F. Unraveling the phenotypic and genomic background of behavioral plasticity and temperament in North American Angus cattle |
title | Unraveling the phenotypic and genomic background of behavioral plasticity and temperament in North American Angus cattle |
title_full | Unraveling the phenotypic and genomic background of behavioral plasticity and temperament in North American Angus cattle |
title_fullStr | Unraveling the phenotypic and genomic background of behavioral plasticity and temperament in North American Angus cattle |
title_full_unstemmed | Unraveling the phenotypic and genomic background of behavioral plasticity and temperament in North American Angus cattle |
title_short | Unraveling the phenotypic and genomic background of behavioral plasticity and temperament in North American Angus cattle |
title_sort | unraveling the phenotypic and genomic background of behavioral plasticity and temperament in north american angus cattle |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9850537/ https://www.ncbi.nlm.nih.gov/pubmed/36658485 http://dx.doi.org/10.1186/s12711-023-00777-3 |
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