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Sequence level genome-wide associations for bull production and fertility traits in tropically adapted bulls
BACKGROUND: The genetics of male fertility is complex and not fully understood. Male subfertility can adversely affect the economics of livestock production. For example, inadvertently mating bulls with poor fertility can result in reduced annual liveweight production and suboptimal husbandry manage...
Autores principales: | , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
BioMed Central
2023
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10308662/ https://www.ncbi.nlm.nih.gov/pubmed/37386436 http://dx.doi.org/10.1186/s12864-023-09475-2 |
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author | Tan, Wei Liang Andre Neto, Laercio Ribeiro Porto Reverter, Antonio McGowan, Michael Fortes, Marina Rufino Salinas |
author_facet | Tan, Wei Liang Andre Neto, Laercio Ribeiro Porto Reverter, Antonio McGowan, Michael Fortes, Marina Rufino Salinas |
author_sort | Tan, Wei Liang Andre |
collection | PubMed |
description | BACKGROUND: The genetics of male fertility is complex and not fully understood. Male subfertility can adversely affect the economics of livestock production. For example, inadvertently mating bulls with poor fertility can result in reduced annual liveweight production and suboptimal husbandry management. Fertility traits, such as scrotal circumference and semen quality are commonly used to select bulls before mating and can be targeted in genomic studies. In this study, we conducted genome-wide association analyses using sequence-level data targeting seven bull production and fertility traits measured in a multi-breed population of 6,422 tropically adapted bulls. The beef bull production and fertility traits included body weight (Weight), body condition score (CS), scrotal circumference (SC), sheath score (Sheath), percentage of normal spermatozoa (PNS), percentage of spermatozoa with mid-piece abnormalities (MP) and percentage of spermatozoa with proximal droplets (PD). RESULTS: After quality control, 13,398,171 polymorphisms were tested for their associations with each trait in a mixed-model approach, fitting a multi-breed genomic relationship matrix. A Bonferroni genome-wide significance threshold of 5 × 10(− 8) was imposed. This effort led to identifying genetic variants and candidate genes underpinning bull fertility and production traits. Genetic variants in Bos taurus autosome (BTA) 5 were associated with SC, Sheath, PNS, PD and MP. Whereas chromosome X was significant for SC, PNS, and PD. The traits we studied are highly polygenic and had significant results across the genome (BTA 1, 2, 4, 6, 7, 8, 11, 12, 14, 16, 18, 19, 23, 28, and 29). We also highlighted potential high-impact variants and candidate genes associated with Scrotal Circumference (SC) and Sheath Score (Sheath), which warrants further investigation in future studies. CONCLUSION: The work presented here is a step closer to identifying molecular mechanisms that underpin bull fertility and production. Our work also emphasises the importance of including the X chromosome in genomic analyses. Future research aims to investigate potential causative variants and genes in downstream analyses. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s12864-023-09475-2. |
format | Online Article Text |
id | pubmed-10308662 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | BioMed Central |
record_format | MEDLINE/PubMed |
spelling | pubmed-103086622023-06-30 Sequence level genome-wide associations for bull production and fertility traits in tropically adapted bulls Tan, Wei Liang Andre Neto, Laercio Ribeiro Porto Reverter, Antonio McGowan, Michael Fortes, Marina Rufino Salinas BMC Genomics Research BACKGROUND: The genetics of male fertility is complex and not fully understood. Male subfertility can adversely affect the economics of livestock production. For example, inadvertently mating bulls with poor fertility can result in reduced annual liveweight production and suboptimal husbandry management. Fertility traits, such as scrotal circumference and semen quality are commonly used to select bulls before mating and can be targeted in genomic studies. In this study, we conducted genome-wide association analyses using sequence-level data targeting seven bull production and fertility traits measured in a multi-breed population of 6,422 tropically adapted bulls. The beef bull production and fertility traits included body weight (Weight), body condition score (CS), scrotal circumference (SC), sheath score (Sheath), percentage of normal spermatozoa (PNS), percentage of spermatozoa with mid-piece abnormalities (MP) and percentage of spermatozoa with proximal droplets (PD). RESULTS: After quality control, 13,398,171 polymorphisms were tested for their associations with each trait in a mixed-model approach, fitting a multi-breed genomic relationship matrix. A Bonferroni genome-wide significance threshold of 5 × 10(− 8) was imposed. This effort led to identifying genetic variants and candidate genes underpinning bull fertility and production traits. Genetic variants in Bos taurus autosome (BTA) 5 were associated with SC, Sheath, PNS, PD and MP. Whereas chromosome X was significant for SC, PNS, and PD. The traits we studied are highly polygenic and had significant results across the genome (BTA 1, 2, 4, 6, 7, 8, 11, 12, 14, 16, 18, 19, 23, 28, and 29). We also highlighted potential high-impact variants and candidate genes associated with Scrotal Circumference (SC) and Sheath Score (Sheath), which warrants further investigation in future studies. CONCLUSION: The work presented here is a step closer to identifying molecular mechanisms that underpin bull fertility and production. Our work also emphasises the importance of including the X chromosome in genomic analyses. Future research aims to investigate potential causative variants and genes in downstream analyses. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s12864-023-09475-2. BioMed Central 2023-06-29 /pmc/articles/PMC10308662/ /pubmed/37386436 http://dx.doi.org/10.1186/s12864-023-09475-2 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/) . The Creative Commons Public Domain Dedication waiver (http://creativecommons.org/publicdomain/zero/1.0/ (https://creativecommons.org/publicdomain/zero/1.0/) ) applies to the data made available in this article, unless otherwise stated in a credit line to the data. |
spellingShingle | Research Tan, Wei Liang Andre Neto, Laercio Ribeiro Porto Reverter, Antonio McGowan, Michael Fortes, Marina Rufino Salinas Sequence level genome-wide associations for bull production and fertility traits in tropically adapted bulls |
title | Sequence level genome-wide associations for bull production and fertility traits in tropically adapted bulls |
title_full | Sequence level genome-wide associations for bull production and fertility traits in tropically adapted bulls |
title_fullStr | Sequence level genome-wide associations for bull production and fertility traits in tropically adapted bulls |
title_full_unstemmed | Sequence level genome-wide associations for bull production and fertility traits in tropically adapted bulls |
title_short | Sequence level genome-wide associations for bull production and fertility traits in tropically adapted bulls |
title_sort | sequence level genome-wide associations for bull production and fertility traits in tropically adapted bulls |
topic | Research |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10308662/ https://www.ncbi.nlm.nih.gov/pubmed/37386436 http://dx.doi.org/10.1186/s12864-023-09475-2 |
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