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Discovering of Genomic Variations Associated to Growth Traits by GWAS in Braunvieh Cattle
A genome-wide association study (GWAS) was performed to elucidate genetic architecture of growth traits in Braunvieh cattle. Methods: The study included 300 genotyped animals by the GeneSeek(®) Genomic Profiler Bovine LDv.4 panel; after quality control, 22,734 SNP and 276 animals were maintained in...
Autores principales: | , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
MDPI
2021
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8618990/ https://www.ncbi.nlm.nih.gov/pubmed/34828272 http://dx.doi.org/10.3390/genes12111666 |
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author | Zepeda-Batista, José Luis Núñez-Domínguez, Rafael Ramírez-Valverde, Rodolfo Jahuey-Martínez, Francisco Joel Herrera-Ojeda, Jessica Beatriz Parra-Bracamonte, Gaspar Manuel |
author_facet | Zepeda-Batista, José Luis Núñez-Domínguez, Rafael Ramírez-Valverde, Rodolfo Jahuey-Martínez, Francisco Joel Herrera-Ojeda, Jessica Beatriz Parra-Bracamonte, Gaspar Manuel |
author_sort | Zepeda-Batista, José Luis |
collection | PubMed |
description | A genome-wide association study (GWAS) was performed to elucidate genetic architecture of growth traits in Braunvieh cattle. Methods: The study included 300 genotyped animals by the GeneSeek(®) Genomic Profiler Bovine LDv.4 panel; after quality control, 22,734 SNP and 276 animals were maintained in the analysis. The examined phenotypic data considered birth (BW), weaning (WW), and yearling weights. The association analysis was performed using the principal components method via the egscore function of the GenABEL version 1.8-0 package in the R environment. The marker rs133262280 located in BTA 22 was associated with BW, and two SNPs were associated with WW, rs43668789 (BTA 11) and rs136155567 (BTA 27). New QTL associated with these liveweight traits and four positional and functional candidate genes potentially involved in variations of the analyzed traits were identified. The most important genes in these genomic regions were MCM2 (minichromosome maintenance complex component 2), TPRA1 (transmembrane protein adipocyte associated 1), GALM (galactose mutarotase), and NRG1 (neuregulin 1), related to embryonic cleavage, bone and tissue growth, cell adhesion, and organic development. This study is the first to present a GWAS conducted in Braunvieh cattle in Mexico providing evidence for genetic architecture of assessed growth traits. Further specific analysis of found associated genes and regions will clarify its contribution to the genetic basis of growth-related traits. |
format | Online Article Text |
id | pubmed-8618990 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | MDPI |
record_format | MEDLINE/PubMed |
spelling | pubmed-86189902021-11-27 Discovering of Genomic Variations Associated to Growth Traits by GWAS in Braunvieh Cattle Zepeda-Batista, José Luis Núñez-Domínguez, Rafael Ramírez-Valverde, Rodolfo Jahuey-Martínez, Francisco Joel Herrera-Ojeda, Jessica Beatriz Parra-Bracamonte, Gaspar Manuel Genes (Basel) Article A genome-wide association study (GWAS) was performed to elucidate genetic architecture of growth traits in Braunvieh cattle. Methods: The study included 300 genotyped animals by the GeneSeek(®) Genomic Profiler Bovine LDv.4 panel; after quality control, 22,734 SNP and 276 animals were maintained in the analysis. The examined phenotypic data considered birth (BW), weaning (WW), and yearling weights. The association analysis was performed using the principal components method via the egscore function of the GenABEL version 1.8-0 package in the R environment. The marker rs133262280 located in BTA 22 was associated with BW, and two SNPs were associated with WW, rs43668789 (BTA 11) and rs136155567 (BTA 27). New QTL associated with these liveweight traits and four positional and functional candidate genes potentially involved in variations of the analyzed traits were identified. The most important genes in these genomic regions were MCM2 (minichromosome maintenance complex component 2), TPRA1 (transmembrane protein adipocyte associated 1), GALM (galactose mutarotase), and NRG1 (neuregulin 1), related to embryonic cleavage, bone and tissue growth, cell adhesion, and organic development. This study is the first to present a GWAS conducted in Braunvieh cattle in Mexico providing evidence for genetic architecture of assessed growth traits. Further specific analysis of found associated genes and regions will clarify its contribution to the genetic basis of growth-related traits. MDPI 2021-10-22 /pmc/articles/PMC8618990/ /pubmed/34828272 http://dx.doi.org/10.3390/genes12111666 Text en © 2021 by the authors. https://creativecommons.org/licenses/by/4.0/Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (https://creativecommons.org/licenses/by/4.0/). |
spellingShingle | Article Zepeda-Batista, José Luis Núñez-Domínguez, Rafael Ramírez-Valverde, Rodolfo Jahuey-Martínez, Francisco Joel Herrera-Ojeda, Jessica Beatriz Parra-Bracamonte, Gaspar Manuel Discovering of Genomic Variations Associated to Growth Traits by GWAS in Braunvieh Cattle |
title | Discovering of Genomic Variations Associated to Growth Traits by GWAS in Braunvieh Cattle |
title_full | Discovering of Genomic Variations Associated to Growth Traits by GWAS in Braunvieh Cattle |
title_fullStr | Discovering of Genomic Variations Associated to Growth Traits by GWAS in Braunvieh Cattle |
title_full_unstemmed | Discovering of Genomic Variations Associated to Growth Traits by GWAS in Braunvieh Cattle |
title_short | Discovering of Genomic Variations Associated to Growth Traits by GWAS in Braunvieh Cattle |
title_sort | discovering of genomic variations associated to growth traits by gwas in braunvieh cattle |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8618990/ https://www.ncbi.nlm.nih.gov/pubmed/34828272 http://dx.doi.org/10.3390/genes12111666 |
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