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Genome-Wide Analyses Reveal the Genetic Architecture and Candidate Genes of Indicine, Taurine, Synthetic Crossbreds, and Locally Adapted Cattle in Brazil
Cattle population history, breeding systems, and geographic subdivision may be reflected in runs of homozygosity (ROH), effective population size (N(e)), and linkage disequilibrium (LD) patterns. Thus, the assessment of this information has become essential to the implementation of genomic selection...
Autores principales: | , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Frontiers Media S.A.
2021
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8353373/ https://www.ncbi.nlm.nih.gov/pubmed/34386042 http://dx.doi.org/10.3389/fgene.2021.702822 |
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author | Verardo, Lucas Lima e Silva, Fabyano Fonseca Machado, Marco Antonio do Carmo Panetto, João Cláudio de Lima Reis Faza, Daniele Ribeiro Otto, Pamela Itajara de Almeida Regitano, Luciana Correia da Silva, Luiz Otávio Campos do Egito, Andréa Alves do Socorro Maués Albuquerque, Maria Zanella, Ricardo da Silva, Marcos Vinicius Gualberto Barbosa |
author_facet | Verardo, Lucas Lima e Silva, Fabyano Fonseca Machado, Marco Antonio do Carmo Panetto, João Cláudio de Lima Reis Faza, Daniele Ribeiro Otto, Pamela Itajara de Almeida Regitano, Luciana Correia da Silva, Luiz Otávio Campos do Egito, Andréa Alves do Socorro Maués Albuquerque, Maria Zanella, Ricardo da Silva, Marcos Vinicius Gualberto Barbosa |
author_sort | Verardo, Lucas Lima |
collection | PubMed |
description | Cattle population history, breeding systems, and geographic subdivision may be reflected in runs of homozygosity (ROH), effective population size (N(e)), and linkage disequilibrium (LD) patterns. Thus, the assessment of this information has become essential to the implementation of genomic selection on purebred and crossbred cattle breeding programs. In this way, we assessed the genotype of 19 cattle breeds raised in Brazil belonging to taurine, indicine, synthetic crossbreds, and Iberian-derived locally adapted ancestries to evaluate the overall LD decay patterns, N(e), ROH, and breed composition. We were able to obtain a general overview of the genomic architecture of cattle breeds currently raised in Brazil and other tropical countries. We found that, among the evaluated breeds, different marker densities should be used to improve the genomic prediction accuracy and power of genome-wide association studies. Breeds showing low N(e) values indicate a recent inbreeding, also reflected by the occurrence of longer ROH, which demand special attention in the matting schemes to avoid extensive inbreeding. Candidate genes (e.g., ABCA7, PENK, SPP1, IFNAR1, IFNAR2, SPEF2, PRLR, LRRTM1, and LRRTM4) located in the identified ROH islands were evaluated, highlighting biological processes involved with milk production, behavior, rusticity, and fertility. Furthermore, we were successful in obtaining the breed composition regarding the taurine and indicine composition using single-nucleotide polymorphism (SNP) data. Our results were able to observe in detail the genomic backgrounds that are present in each breed and allowed to better understand the various contributions of ancestor breeds to the modern breed composition to the Brazilian cattle. |
format | Online Article Text |
id | pubmed-8353373 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | Frontiers Media S.A. |
record_format | MEDLINE/PubMed |
spelling | pubmed-83533732021-08-11 Genome-Wide Analyses Reveal the Genetic Architecture and Candidate Genes of Indicine, Taurine, Synthetic Crossbreds, and Locally Adapted Cattle in Brazil Verardo, Lucas Lima e Silva, Fabyano Fonseca Machado, Marco Antonio do Carmo Panetto, João Cláudio de Lima Reis Faza, Daniele Ribeiro Otto, Pamela Itajara de Almeida Regitano, Luciana Correia da Silva, Luiz Otávio Campos do Egito, Andréa Alves do Socorro Maués Albuquerque, Maria Zanella, Ricardo da Silva, Marcos Vinicius Gualberto Barbosa Front Genet Genetics Cattle population history, breeding systems, and geographic subdivision may be reflected in runs of homozygosity (ROH), effective population size (N(e)), and linkage disequilibrium (LD) patterns. Thus, the assessment of this information has become essential to the implementation of genomic selection on purebred and crossbred cattle breeding programs. In this way, we assessed the genotype of 19 cattle breeds raised in Brazil belonging to taurine, indicine, synthetic crossbreds, and Iberian-derived locally adapted ancestries to evaluate the overall LD decay patterns, N(e), ROH, and breed composition. We were able to obtain a general overview of the genomic architecture of cattle breeds currently raised in Brazil and other tropical countries. We found that, among the evaluated breeds, different marker densities should be used to improve the genomic prediction accuracy and power of genome-wide association studies. Breeds showing low N(e) values indicate a recent inbreeding, also reflected by the occurrence of longer ROH, which demand special attention in the matting schemes to avoid extensive inbreeding. Candidate genes (e.g., ABCA7, PENK, SPP1, IFNAR1, IFNAR2, SPEF2, PRLR, LRRTM1, and LRRTM4) located in the identified ROH islands were evaluated, highlighting biological processes involved with milk production, behavior, rusticity, and fertility. Furthermore, we were successful in obtaining the breed composition regarding the taurine and indicine composition using single-nucleotide polymorphism (SNP) data. Our results were able to observe in detail the genomic backgrounds that are present in each breed and allowed to better understand the various contributions of ancestor breeds to the modern breed composition to the Brazilian cattle. Frontiers Media S.A. 2021-07-27 /pmc/articles/PMC8353373/ /pubmed/34386042 http://dx.doi.org/10.3389/fgene.2021.702822 Text en Copyright © 2021 Verardo, e Silva, Machado, do Carmo Panetto, de Lima Reis Faza, Otto, de Almeida Regitano, da Silva, do Egito, do Socorro Maués Albuquerque, Zanella and da Silva. https://creativecommons.org/licenses/by/4.0/This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms. |
spellingShingle | Genetics Verardo, Lucas Lima e Silva, Fabyano Fonseca Machado, Marco Antonio do Carmo Panetto, João Cláudio de Lima Reis Faza, Daniele Ribeiro Otto, Pamela Itajara de Almeida Regitano, Luciana Correia da Silva, Luiz Otávio Campos do Egito, Andréa Alves do Socorro Maués Albuquerque, Maria Zanella, Ricardo da Silva, Marcos Vinicius Gualberto Barbosa Genome-Wide Analyses Reveal the Genetic Architecture and Candidate Genes of Indicine, Taurine, Synthetic Crossbreds, and Locally Adapted Cattle in Brazil |
title | Genome-Wide Analyses Reveal the Genetic Architecture and Candidate Genes of Indicine, Taurine, Synthetic Crossbreds, and Locally Adapted Cattle in Brazil |
title_full | Genome-Wide Analyses Reveal the Genetic Architecture and Candidate Genes of Indicine, Taurine, Synthetic Crossbreds, and Locally Adapted Cattle in Brazil |
title_fullStr | Genome-Wide Analyses Reveal the Genetic Architecture and Candidate Genes of Indicine, Taurine, Synthetic Crossbreds, and Locally Adapted Cattle in Brazil |
title_full_unstemmed | Genome-Wide Analyses Reveal the Genetic Architecture and Candidate Genes of Indicine, Taurine, Synthetic Crossbreds, and Locally Adapted Cattle in Brazil |
title_short | Genome-Wide Analyses Reveal the Genetic Architecture and Candidate Genes of Indicine, Taurine, Synthetic Crossbreds, and Locally Adapted Cattle in Brazil |
title_sort | genome-wide analyses reveal the genetic architecture and candidate genes of indicine, taurine, synthetic crossbreds, and locally adapted cattle in brazil |
topic | Genetics |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8353373/ https://www.ncbi.nlm.nih.gov/pubmed/34386042 http://dx.doi.org/10.3389/fgene.2021.702822 |
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