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Identification of candidate lethal haplotypes and genomic association with post-natal mortality and reproductive traits in Nellore cattle
The wide use of genomic information has enabled the identification of lethal recessive alleles that are the major genetic causes of reduced conception rates, longer calving intervals, or lower survival for live-born animals. This study was carried out to screen the Nellore cattle genome for lethal r...
Autores principales: | , , , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
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Nature Publishing Group UK
2023
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10300016/ https://www.ncbi.nlm.nih.gov/pubmed/37369809 http://dx.doi.org/10.1038/s41598-023-37586-z |
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author | Schmidt, Patrícia Iana Mota, Lucio Flavio Macedo Fonseca, Larissa Fernanda Simielli dos Santos Silva, Danielly Beraldo Frezarim, Gabriela Bonfá Arikawa, Leonardo Machestropa de Abreu Santos, Daniel Jordan Magalhães, Ana Fabrícia Braga Cole, John Bruce Carvalheiro, Roberto de Oliveira, Henrique Nunes Null, Daniel Jacob VanRaden, Paul Ma, Li de Albuquerque, Lucia Galvão |
author_facet | Schmidt, Patrícia Iana Mota, Lucio Flavio Macedo Fonseca, Larissa Fernanda Simielli dos Santos Silva, Danielly Beraldo Frezarim, Gabriela Bonfá Arikawa, Leonardo Machestropa de Abreu Santos, Daniel Jordan Magalhães, Ana Fabrícia Braga Cole, John Bruce Carvalheiro, Roberto de Oliveira, Henrique Nunes Null, Daniel Jacob VanRaden, Paul Ma, Li de Albuquerque, Lucia Galvão |
author_sort | Schmidt, Patrícia Iana |
collection | PubMed |
description | The wide use of genomic information has enabled the identification of lethal recessive alleles that are the major genetic causes of reduced conception rates, longer calving intervals, or lower survival for live-born animals. This study was carried out to screen the Nellore cattle genome for lethal recessive haplotypes based on deviation from the expected population homozygosity, and to test SNP markers surrounding the lethal haplotypes region for association with heifer rebreeding (HR), post-natal mortality (PNM) and stayability (STAY). This approach requires genotypes only from apparently normal individuals and not from affected embryos. A total of 62,022 animals were genotyped and imputed to a high-density panel (777,962 SNP markers). Expected numbers of homozygous individuals were calculated, and the probabilities of observing 0 homozygotes was obtained. Deregressed genomic breeding values [(G)EBVs] were used in a GWAS to identify candidate genes and biological mechanisms affecting HR, STAY and PNM. In the functional analyses, genes within 100 kb down and upstream of each significant SNP marker, were researched. Thirty haplotypes had high expected frequency, while no homozygotes were observed. Most of the alleles present in these haplotypes had a negative mean effect for PNM, HR and STAY. The GWAS revealed significant SNP markers involved in different physiological mechanisms, leading to harmful effect on the three traits. The functional analysis revealed 26 genes enriched for 19 GO terms. Most of the GO terms found for biological processes, molecular functions and pathways were related to tissue development and the immune system. More phenotypes underlying these putative regions in this population could be the subject of future investigation. Tests to find putative lethal haplotype carriers could help breeders to eliminate them from the population or manage matings in order to avoid homozygous. |
format | Online Article Text |
id | pubmed-10300016 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | Nature Publishing Group UK |
record_format | MEDLINE/PubMed |
spelling | pubmed-103000162023-06-29 Identification of candidate lethal haplotypes and genomic association with post-natal mortality and reproductive traits in Nellore cattle Schmidt, Patrícia Iana Mota, Lucio Flavio Macedo Fonseca, Larissa Fernanda Simielli dos Santos Silva, Danielly Beraldo Frezarim, Gabriela Bonfá Arikawa, Leonardo Machestropa de Abreu Santos, Daniel Jordan Magalhães, Ana Fabrícia Braga Cole, John Bruce Carvalheiro, Roberto de Oliveira, Henrique Nunes Null, Daniel Jacob VanRaden, Paul Ma, Li de Albuquerque, Lucia Galvão Sci Rep Article The wide use of genomic information has enabled the identification of lethal recessive alleles that are the major genetic causes of reduced conception rates, longer calving intervals, or lower survival for live-born animals. This study was carried out to screen the Nellore cattle genome for lethal recessive haplotypes based on deviation from the expected population homozygosity, and to test SNP markers surrounding the lethal haplotypes region for association with heifer rebreeding (HR), post-natal mortality (PNM) and stayability (STAY). This approach requires genotypes only from apparently normal individuals and not from affected embryos. A total of 62,022 animals were genotyped and imputed to a high-density panel (777,962 SNP markers). Expected numbers of homozygous individuals were calculated, and the probabilities of observing 0 homozygotes was obtained. Deregressed genomic breeding values [(G)EBVs] were used in a GWAS to identify candidate genes and biological mechanisms affecting HR, STAY and PNM. In the functional analyses, genes within 100 kb down and upstream of each significant SNP marker, were researched. Thirty haplotypes had high expected frequency, while no homozygotes were observed. Most of the alleles present in these haplotypes had a negative mean effect for PNM, HR and STAY. The GWAS revealed significant SNP markers involved in different physiological mechanisms, leading to harmful effect on the three traits. The functional analysis revealed 26 genes enriched for 19 GO terms. Most of the GO terms found for biological processes, molecular functions and pathways were related to tissue development and the immune system. More phenotypes underlying these putative regions in this population could be the subject of future investigation. Tests to find putative lethal haplotype carriers could help breeders to eliminate them from the population or manage matings in order to avoid homozygous. Nature Publishing Group UK 2023-06-27 /pmc/articles/PMC10300016/ /pubmed/37369809 http://dx.doi.org/10.1038/s41598-023-37586-z Text en © The Author(s) 2023 https://creativecommons.org/licenses/by/4.0/ Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) . |
spellingShingle | Article Schmidt, Patrícia Iana Mota, Lucio Flavio Macedo Fonseca, Larissa Fernanda Simielli dos Santos Silva, Danielly Beraldo Frezarim, Gabriela Bonfá Arikawa, Leonardo Machestropa de Abreu Santos, Daniel Jordan Magalhães, Ana Fabrícia Braga Cole, John Bruce Carvalheiro, Roberto de Oliveira, Henrique Nunes Null, Daniel Jacob VanRaden, Paul Ma, Li de Albuquerque, Lucia Galvão Identification of candidate lethal haplotypes and genomic association with post-natal mortality and reproductive traits in Nellore cattle |
title | Identification of candidate lethal haplotypes and genomic association with post-natal mortality and reproductive traits in Nellore cattle |
title_full | Identification of candidate lethal haplotypes and genomic association with post-natal mortality and reproductive traits in Nellore cattle |
title_fullStr | Identification of candidate lethal haplotypes and genomic association with post-natal mortality and reproductive traits in Nellore cattle |
title_full_unstemmed | Identification of candidate lethal haplotypes and genomic association with post-natal mortality and reproductive traits in Nellore cattle |
title_short | Identification of candidate lethal haplotypes and genomic association with post-natal mortality and reproductive traits in Nellore cattle |
title_sort | identification of candidate lethal haplotypes and genomic association with post-natal mortality and reproductive traits in nellore cattle |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10300016/ https://www.ncbi.nlm.nih.gov/pubmed/37369809 http://dx.doi.org/10.1038/s41598-023-37586-z |
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