Genetic Architecture of Carcass and Meat Quality Traits in Montana Tropical (R) Composite Beef Cattle
Autor(a) principal: | |
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Data de Publicação: | 2020 |
Outros Autores: | , , , , , , |
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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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) |
repository.mail.fl_str_mv |
|
_version_ |
1808128741745885184 |