Genetic Architecture of Carcass and Meat Quality Traits in Montana Tropical (R) Composite Beef Cattle

Detalhes bibliográficos
Autor(a) principal: Grigoletto, Lais
Data de Publicação: 2020
Outros Autores: Ferraz, Jose B. S., Oliveira, Hinayah R., Eler, Joanir P., Bussiman, Fernando O., Abreu Silva, Barbara C., Baldi, Fernando [UNESP], Brito, Luiz F.
Tipo de documento: Artigo
Idioma: eng
Título da fonte: Repositório Institucional da UNESP
Texto Completo: http://dx.doi.org/10.3389/fgene.2020.00123
http://hdl.handle.net/11449/195318
Resumo: The Montana Tropical(R) Composite is a recently developed beef cattle population that is rapidly expanding in Brazil and other tropical countries. This is mainly due to its improved meat quality and adaptation to tropical climate conditions compared to Zebu and Taurine cattle breeds, respectively. This study aimed to investigate the genetic architecture of ultrasound-based carcass and meat quality traits in Montana Tropical(R) Composite beef cattle. Therefore, we estimated variance components and genetic parameters and performed genome-wide association studies using the weighted single-step Genomic Best Linear Unbiased Prediction (GBLUP) approach. A pedigree dataset containing 28,480 animals was used, in which 1,436 were genotyped using a moderate-density Single Nucleotide Polymorphism panel (30K; 30,105 SNPs). A total of 9,358, 5,768, 7,996, and 1,972 phenotypic records for the traits Longissimus muscle area (LMA), backfat thickness (BFT), rump fat thickness (RFT), and for marbling score (MARB), respectively, were used for the analyses. Moderate to high heritability estimates were obtained and ranged from 0.16 +/- 0.03 (RFT) to 0.33 +/- 0.05 (MARB). A high genetic correlation was observed between BFT and RFT (0.97 +/- 0.02), suggesting that a similar set of genes affects both traits. The most relevant genomic regions associated with LMA, BFT, RFT, and MARB were found on BTA10 (5.4-5.8 Mb), BTA27 (25.2-25.5 Mb), BTA18 (60.6-61.0 Mb), and BTA21 (14.8-15.4 Mb). Two overlapping genomic regions were identified for RFT and MARB (BTA13:47.9-48.1 Mb) and for BFT and RFT (BTA13:61.5-62.3 Mb). Candidate genes identified in this study, including PLAG1, LYN, WWOX, and PLAGL2, were previously reported to be associated with growth, stature, skeletal muscle growth, fat thickness, and fatty acid composition. Our results indicate that ultrasound-based carcass and meat quality traits in the Montana Tropical(R) Composite beef cattle are heritable, and therefore, can be improved through selective breeding. In addition, various novel and already known genomic regions related to these traits were identified, which contribute to a better understanding of the underlying genetic background of LMA, BFT, RFT, and MARB in the Montana Tropical Composite population.
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spelling Genetic Architecture of Carcass and Meat Quality Traits in Montana Tropical (R) Composite Beef Cattlecandidate genescomposite cattlecrossbreedinggenomic regionssingle-step Genome-Wide Association Studies (ssGWAS)Genomic Best Linear Unbiased Prediction (GBLUP)tropical beef cattleThe Montana Tropical(R) Composite is a recently developed beef cattle population that is rapidly expanding in Brazil and other tropical countries. This is mainly due to its improved meat quality and adaptation to tropical climate conditions compared to Zebu and Taurine cattle breeds, respectively. This study aimed to investigate the genetic architecture of ultrasound-based carcass and meat quality traits in Montana Tropical(R) Composite beef cattle. Therefore, we estimated variance components and genetic parameters and performed genome-wide association studies using the weighted single-step Genomic Best Linear Unbiased Prediction (GBLUP) approach. A pedigree dataset containing 28,480 animals was used, in which 1,436 were genotyped using a moderate-density Single Nucleotide Polymorphism panel (30K; 30,105 SNPs). A total of 9,358, 5,768, 7,996, and 1,972 phenotypic records for the traits Longissimus muscle area (LMA), backfat thickness (BFT), rump fat thickness (RFT), and for marbling score (MARB), respectively, were used for the analyses. Moderate to high heritability estimates were obtained and ranged from 0.16 +/- 0.03 (RFT) to 0.33 +/- 0.05 (MARB). A high genetic correlation was observed between BFT and RFT (0.97 +/- 0.02), suggesting that a similar set of genes affects both traits. The most relevant genomic regions associated with LMA, BFT, RFT, and MARB were found on BTA10 (5.4-5.8 Mb), BTA27 (25.2-25.5 Mb), BTA18 (60.6-61.0 Mb), and BTA21 (14.8-15.4 Mb). Two overlapping genomic regions were identified for RFT and MARB (BTA13:47.9-48.1 Mb) and for BFT and RFT (BTA13:61.5-62.3 Mb). Candidate genes identified in this study, including PLAG1, LYN, WWOX, and PLAGL2, were previously reported to be associated with growth, stature, skeletal muscle growth, fat thickness, and fatty acid composition. Our results indicate that ultrasound-based carcass and meat quality traits in the Montana Tropical(R) Composite beef cattle are heritable, and therefore, can be improved through selective breeding. In addition, various novel and already known genomic regions related to these traits were identified, which contribute to a better understanding of the underlying genetic background of LMA, BFT, RFT, and MARB in the Montana Tropical Composite population.Fundação de Amparo à Pesquisa do Estado de São Paulo (FAPESP)Univ Sao Paulo, Coll Anim Sci & Food Engn, Dept Anim Sci, Pirassununga, BrazilPurdue Univ, Dept Anim Sci, W Lafayette, IN 47907 USASao Paulo State Univ, Coll Agr & Vet Sci, Dept Anim Sci, Jaboticabal, BrazilSao Paulo State Univ, Coll Agr & Vet Sci, Dept Anim Sci, Jaboticabal, BrazilFAPESP: 2014/07566-2FAPESP: 2017/11919-6FAPESP: 2018/20393-0Frontiers Media SaUniversidade de São Paulo (USP)Purdue UnivUniversidade Estadual Paulista (Unesp)Grigoletto, LaisFerraz, Jose B. S.Oliveira, Hinayah R.Eler, Joanir P.Bussiman, Fernando O.Abreu Silva, Barbara C.Baldi, Fernando [UNESP]Brito, Luiz F.2020-12-10T17:30:29Z2020-12-10T17:30:29Z2020-02-27info:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/article13http://dx.doi.org/10.3389/fgene.2020.00123Frontiers In Genetics. Lausanne: Frontiers Media Sa, v. 11, 13 p., 2020.http://hdl.handle.net/11449/19531810.3389/fgene.2020.00123WOS:000526641400001Web of Sciencereponame:Repositório Institucional da UNESPinstname:Universidade Estadual Paulista (UNESP)instacron:UNESPengFrontiers In Geneticsinfo:eu-repo/semantics/openAccess2021-10-23T07:40:04Zoai:repositorio.unesp.br:11449/195318Repositório InstitucionalPUBhttp://repositorio.unesp.br/oai/requestopendoar:29462024-08-05T17:01:41.153470Repositório Institucional da UNESP - Universidade Estadual Paulista (UNESP)false
dc.title.none.fl_str_mv Genetic Architecture of Carcass and Meat Quality Traits in Montana Tropical (R) Composite Beef Cattle
title Genetic Architecture of Carcass and Meat Quality Traits in Montana Tropical (R) Composite Beef Cattle
spellingShingle Genetic Architecture of Carcass and Meat Quality Traits in Montana Tropical (R) Composite Beef Cattle
Grigoletto, Lais
candidate genes
composite cattle
crossbreeding
genomic regions
single-step Genome-Wide Association Studies (ssGWAS)
Genomic Best Linear Unbiased Prediction (GBLUP)
tropical beef cattle
title_short Genetic Architecture of Carcass and Meat Quality Traits in Montana Tropical (R) Composite Beef Cattle
title_full Genetic Architecture of Carcass and Meat Quality Traits in Montana Tropical (R) Composite Beef Cattle
title_fullStr Genetic Architecture of Carcass and Meat Quality Traits in Montana Tropical (R) Composite Beef Cattle
title_full_unstemmed Genetic Architecture of Carcass and Meat Quality Traits in Montana Tropical (R) Composite Beef Cattle
title_sort Genetic Architecture of Carcass and Meat Quality Traits in Montana Tropical (R) Composite Beef Cattle
author Grigoletto, Lais
author_facet Grigoletto, Lais
Ferraz, Jose B. S.
Oliveira, Hinayah R.
Eler, Joanir P.
Bussiman, Fernando O.
Abreu Silva, Barbara C.
Baldi, Fernando [UNESP]
Brito, Luiz F.
author_role author
author2 Ferraz, Jose B. S.
Oliveira, Hinayah R.
Eler, Joanir P.
Bussiman, Fernando O.
Abreu Silva, Barbara C.
Baldi, Fernando [UNESP]
Brito, Luiz F.
author2_role author
author
author
author
author
author
author
dc.contributor.none.fl_str_mv Universidade de São Paulo (USP)
Purdue Univ
Universidade Estadual Paulista (Unesp)
dc.contributor.author.fl_str_mv Grigoletto, Lais
Ferraz, Jose B. S.
Oliveira, Hinayah R.
Eler, Joanir P.
Bussiman, Fernando O.
Abreu Silva, Barbara C.
Baldi, Fernando [UNESP]
Brito, Luiz F.
dc.subject.por.fl_str_mv candidate genes
composite cattle
crossbreeding
genomic regions
single-step Genome-Wide Association Studies (ssGWAS)
Genomic Best Linear Unbiased Prediction (GBLUP)
tropical beef cattle
topic candidate genes
composite cattle
crossbreeding
genomic regions
single-step Genome-Wide Association Studies (ssGWAS)
Genomic Best Linear Unbiased Prediction (GBLUP)
tropical beef cattle
description The Montana Tropical(R) Composite is a recently developed beef cattle population that is rapidly expanding in Brazil and other tropical countries. This is mainly due to its improved meat quality and adaptation to tropical climate conditions compared to Zebu and Taurine cattle breeds, respectively. This study aimed to investigate the genetic architecture of ultrasound-based carcass and meat quality traits in Montana Tropical(R) Composite beef cattle. Therefore, we estimated variance components and genetic parameters and performed genome-wide association studies using the weighted single-step Genomic Best Linear Unbiased Prediction (GBLUP) approach. A pedigree dataset containing 28,480 animals was used, in which 1,436 were genotyped using a moderate-density Single Nucleotide Polymorphism panel (30K; 30,105 SNPs). A total of 9,358, 5,768, 7,996, and 1,972 phenotypic records for the traits Longissimus muscle area (LMA), backfat thickness (BFT), rump fat thickness (RFT), and for marbling score (MARB), respectively, were used for the analyses. Moderate to high heritability estimates were obtained and ranged from 0.16 +/- 0.03 (RFT) to 0.33 +/- 0.05 (MARB). A high genetic correlation was observed between BFT and RFT (0.97 +/- 0.02), suggesting that a similar set of genes affects both traits. The most relevant genomic regions associated with LMA, BFT, RFT, and MARB were found on BTA10 (5.4-5.8 Mb), BTA27 (25.2-25.5 Mb), BTA18 (60.6-61.0 Mb), and BTA21 (14.8-15.4 Mb). Two overlapping genomic regions were identified for RFT and MARB (BTA13:47.9-48.1 Mb) and for BFT and RFT (BTA13:61.5-62.3 Mb). Candidate genes identified in this study, including PLAG1, LYN, WWOX, and PLAGL2, were previously reported to be associated with growth, stature, skeletal muscle growth, fat thickness, and fatty acid composition. Our results indicate that ultrasound-based carcass and meat quality traits in the Montana Tropical(R) Composite beef cattle are heritable, and therefore, can be improved through selective breeding. In addition, various novel and already known genomic regions related to these traits were identified, which contribute to a better understanding of the underlying genetic background of LMA, BFT, RFT, and MARB in the Montana Tropical Composite population.
publishDate 2020
dc.date.none.fl_str_mv 2020-12-10T17:30:29Z
2020-12-10T17:30:29Z
2020-02-27
dc.type.status.fl_str_mv info:eu-repo/semantics/publishedVersion
dc.type.driver.fl_str_mv info:eu-repo/semantics/article
format article
status_str publishedVersion
dc.identifier.uri.fl_str_mv http://dx.doi.org/10.3389/fgene.2020.00123
Frontiers In Genetics. Lausanne: Frontiers Media Sa, v. 11, 13 p., 2020.
http://hdl.handle.net/11449/195318
10.3389/fgene.2020.00123
WOS:000526641400001
url http://dx.doi.org/10.3389/fgene.2020.00123
http://hdl.handle.net/11449/195318
identifier_str_mv Frontiers In Genetics. Lausanne: Frontiers Media Sa, v. 11, 13 p., 2020.
10.3389/fgene.2020.00123
WOS:000526641400001
dc.language.iso.fl_str_mv eng
language eng
dc.relation.none.fl_str_mv Frontiers In Genetics
dc.rights.driver.fl_str_mv info:eu-repo/semantics/openAccess
eu_rights_str_mv openAccess
dc.format.none.fl_str_mv 13
dc.publisher.none.fl_str_mv Frontiers Media Sa
publisher.none.fl_str_mv Frontiers Media Sa
dc.source.none.fl_str_mv Web of Science
reponame:Repositório Institucional da UNESP
instname:Universidade Estadual Paulista (UNESP)
instacron:UNESP
instname_str Universidade Estadual Paulista (UNESP)
instacron_str UNESP
institution UNESP
reponame_str Repositório Institucional da UNESP
collection Repositório Institucional da UNESP
repository.name.fl_str_mv Repositório Institucional da UNESP - Universidade Estadual Paulista (UNESP)
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