Identification of genes affecting milk fat and fatty acid composition in Vrindavani crossbred cattle using 50 K SNP-Chip

Detalhes bibliográficos
Autor(a) principal: Singh, Akansha
Data de Publicação: 2021
Outros Autores: Kumar, Amit, Gondro, Cedric, da Silva Romero, Andrea Renata [UNESP], Karthikeyan, A., Mehrotra, Arnav, Pandey, A. K., Dutt, Triveni, Mishra, B. P.
Tipo de documento: Artigo
Idioma: eng
Título da fonte: Repositório Institucional da UNESP
Texto Completo: http://dx.doi.org/10.1007/s11250-021-02795-z
http://hdl.handle.net/11449/221769
Resumo: The aim of this study was to identify candidate genes associated with milk fat per cent and fatty acid (FA) composition in Vrindavani cattle using the Illumina 50 K single-nucleotide polymorphism (SNP) array. After quality control, a total of 41,427 informative and high-quality SNPs were used for a genome-wide association study (GWAS) for milk fat percentage and 16 different types of fatty acids. Lactation stage, parity, test day milk yield, and proportion of exotic inheritance were included as fixed effects in the GWAS model. A total of 67 genome-wide significant (P < 1.20 × 10−06) SNPs and 176 suggestive significant (P < 2.41 × 10−05) SNPs were identified. Out of these, 15 SNPs were associated with more than one trait. The strongest associations were found on BTA14 for milk fat percentage and on BTA2 and BTA16 for polyunsaturated fatty acids. Several significant SNPs were identified close to or within the genes ELOVL6, FABP4, PMP2, PLIN1, MFGE8, GHRL2, and LDLRAD3 which are known to be associated with fat percentage and FA composition in dairy cattle breeds. This study is a step forward to better characterize the molecular mechanisms of phenotypic variation in milk fatty acids in a taurine–indicine composite cattle breed reared in tropical environments.
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spelling Identification of genes affecting milk fat and fatty acid composition in Vrindavani crossbred cattle using 50 K SNP-ChipComposite cattleGenome-wide association studiesMilk fatty acidVrindavani cattleThe aim of this study was to identify candidate genes associated with milk fat per cent and fatty acid (FA) composition in Vrindavani cattle using the Illumina 50 K single-nucleotide polymorphism (SNP) array. After quality control, a total of 41,427 informative and high-quality SNPs were used for a genome-wide association study (GWAS) for milk fat percentage and 16 different types of fatty acids. Lactation stage, parity, test day milk yield, and proportion of exotic inheritance were included as fixed effects in the GWAS model. A total of 67 genome-wide significant (P < 1.20 × 10−06) SNPs and 176 suggestive significant (P < 2.41 × 10−05) SNPs were identified. Out of these, 15 SNPs were associated with more than one trait. The strongest associations were found on BTA14 for milk fat percentage and on BTA2 and BTA16 for polyunsaturated fatty acids. Several significant SNPs were identified close to or within the genes ELOVL6, FABP4, PMP2, PLIN1, MFGE8, GHRL2, and LDLRAD3 which are known to be associated with fat percentage and FA composition in dairy cattle breeds. This study is a step forward to better characterize the molecular mechanisms of phenotypic variation in milk fatty acids in a taurine–indicine composite cattle breed reared in tropical environments.Animal Genetics Division ICAR-Indian Veterinary Research Institute, IzatnagarDepartment of Animal Science Michigan State UniversityDepartment of Animal Science São Paulo State UniversityLivestock Production and Management Division ICAR-Indian Veterinary Research Institute, IzatnagarAnimal Biotechnology Division ICAR-Indian Veterinary Research Institute, IzatnagarDepartment of Animal Science São Paulo State UniversityICAR-Indian Veterinary Research InstituteMichigan State UniversityUniversidade Estadual Paulista (UNESP)Singh, AkanshaKumar, AmitGondro, Cedricda Silva Romero, Andrea Renata [UNESP]Karthikeyan, A.Mehrotra, ArnavPandey, A. K.Dutt, TriveniMishra, B. P.2022-04-28T19:40:19Z2022-04-28T19:40:19Z2021-07-01info:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/articlehttp://dx.doi.org/10.1007/s11250-021-02795-zTropical Animal Health and Production, v. 53, n. 3, 2021.1573-74380049-4747http://hdl.handle.net/11449/22176910.1007/s11250-021-02795-z2-s2.0-85107336348Scopusreponame:Repositório Institucional da UNESPinstname:Universidade Estadual Paulista (UNESP)instacron:UNESPengTropical Animal Health and Productioninfo:eu-repo/semantics/openAccess2022-04-28T19:40:19Zoai:repositorio.unesp.br:11449/221769Repositório InstitucionalPUBhttp://repositorio.unesp.br/oai/requestopendoar:29462024-08-05T20:48:05.917818Repositório Institucional da UNESP - Universidade Estadual Paulista (UNESP)false
dc.title.none.fl_str_mv Identification of genes affecting milk fat and fatty acid composition in Vrindavani crossbred cattle using 50 K SNP-Chip
title Identification of genes affecting milk fat and fatty acid composition in Vrindavani crossbred cattle using 50 K SNP-Chip
spellingShingle Identification of genes affecting milk fat and fatty acid composition in Vrindavani crossbred cattle using 50 K SNP-Chip
Singh, Akansha
Composite cattle
Genome-wide association studies
Milk fatty acid
Vrindavani cattle
title_short Identification of genes affecting milk fat and fatty acid composition in Vrindavani crossbred cattle using 50 K SNP-Chip
title_full Identification of genes affecting milk fat and fatty acid composition in Vrindavani crossbred cattle using 50 K SNP-Chip
title_fullStr Identification of genes affecting milk fat and fatty acid composition in Vrindavani crossbred cattle using 50 K SNP-Chip
title_full_unstemmed Identification of genes affecting milk fat and fatty acid composition in Vrindavani crossbred cattle using 50 K SNP-Chip
title_sort Identification of genes affecting milk fat and fatty acid composition in Vrindavani crossbred cattle using 50 K SNP-Chip
author Singh, Akansha
author_facet Singh, Akansha
Kumar, Amit
Gondro, Cedric
da Silva Romero, Andrea Renata [UNESP]
Karthikeyan, A.
Mehrotra, Arnav
Pandey, A. K.
Dutt, Triveni
Mishra, B. P.
author_role author
author2 Kumar, Amit
Gondro, Cedric
da Silva Romero, Andrea Renata [UNESP]
Karthikeyan, A.
Mehrotra, Arnav
Pandey, A. K.
Dutt, Triveni
Mishra, B. P.
author2_role author
author
author
author
author
author
author
author
dc.contributor.none.fl_str_mv ICAR-Indian Veterinary Research Institute
Michigan State University
Universidade Estadual Paulista (UNESP)
dc.contributor.author.fl_str_mv Singh, Akansha
Kumar, Amit
Gondro, Cedric
da Silva Romero, Andrea Renata [UNESP]
Karthikeyan, A.
Mehrotra, Arnav
Pandey, A. K.
Dutt, Triveni
Mishra, B. P.
dc.subject.por.fl_str_mv Composite cattle
Genome-wide association studies
Milk fatty acid
Vrindavani cattle
topic Composite cattle
Genome-wide association studies
Milk fatty acid
Vrindavani cattle
description The aim of this study was to identify candidate genes associated with milk fat per cent and fatty acid (FA) composition in Vrindavani cattle using the Illumina 50 K single-nucleotide polymorphism (SNP) array. After quality control, a total of 41,427 informative and high-quality SNPs were used for a genome-wide association study (GWAS) for milk fat percentage and 16 different types of fatty acids. Lactation stage, parity, test day milk yield, and proportion of exotic inheritance were included as fixed effects in the GWAS model. A total of 67 genome-wide significant (P < 1.20 × 10−06) SNPs and 176 suggestive significant (P < 2.41 × 10−05) SNPs were identified. Out of these, 15 SNPs were associated with more than one trait. The strongest associations were found on BTA14 for milk fat percentage and on BTA2 and BTA16 for polyunsaturated fatty acids. Several significant SNPs were identified close to or within the genes ELOVL6, FABP4, PMP2, PLIN1, MFGE8, GHRL2, and LDLRAD3 which are known to be associated with fat percentage and FA composition in dairy cattle breeds. This study is a step forward to better characterize the molecular mechanisms of phenotypic variation in milk fatty acids in a taurine–indicine composite cattle breed reared in tropical environments.
publishDate 2021
dc.date.none.fl_str_mv 2021-07-01
2022-04-28T19:40:19Z
2022-04-28T19:40:19Z
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/10.1007/s11250-021-02795-z
Tropical Animal Health and Production, v. 53, n. 3, 2021.
1573-7438
0049-4747
http://hdl.handle.net/11449/221769
10.1007/s11250-021-02795-z
2-s2.0-85107336348
url http://dx.doi.org/10.1007/s11250-021-02795-z
http://hdl.handle.net/11449/221769
identifier_str_mv Tropical Animal Health and Production, v. 53, n. 3, 2021.
1573-7438
0049-4747
10.1007/s11250-021-02795-z
2-s2.0-85107336348
dc.language.iso.fl_str_mv eng
language eng
dc.relation.none.fl_str_mv Tropical Animal Health and Production
dc.rights.driver.fl_str_mv info:eu-repo/semantics/openAccess
eu_rights_str_mv openAccess
dc.source.none.fl_str_mv Scopus
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
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