Understanding the underlying genetic mechanisms for age at first calving, inter-calving period and scrotal circumference in Bonsmara cattle

dc.contributor.authorReding, Jason Jack
dc.contributor.authorVan der Westhuizen, Robert R.
dc.contributor.authorBerry, Donagh P.
dc.contributor.authorVan Marle-Koster, Este
dc.date.accessioned2024-03-13T09:06:58Z
dc.date.available2024-03-13T09:06:58Z
dc.date.issued2023-08-24
dc.descriptionDATA AVAILABILITY : The datasets generated and/or analysed during the current study are available at https://DOI.org/10.6084/m9.figshare.21800117.en_US
dc.description.abstractBACKGROUND : Reproduction is a key feature of the sustainability of a species and thus represents an important component in livestock genetic improvement programs. Most reproductive traits are lowly heritable. In order to gain a better understanding of the underlying genetic basis of these traits, a genome-wide association was conducted for age at first calving (AFC), first inter-calving period (ICP) and scrotal circumference (SC) within the South African Bonsmara breed. Phenotypes and genotypes (120,692 single nucleotide polymorphisms (SNPs) post editing) were available on 7,128 South African Bonsmara cattle; the association analyses were undertaken using linear mixed models. RESULTS : Genomic restricted maximum likelihood analysis of the 7,128 SA Bonsmara cattle yielded genomic heritability’s of 0.183 (SE = 0.021) for AFC, 0.207 (SE = 0.022) for ICP and 0.209 (SE = 0.019) for SC. A total of 16, 23 and 51 suggestive (P ≤ 4 × 10-6) SNPs were associated with AFC, ICP and SC, while 11, 11 and 44 significant (P ≤ 4 × 10-7) SNPs were associated with AFC, ICP and SC respectively. A total of 11 quantitative trait loci (QTL) and 11 candidate genes were co-located with these associated SNPs for AFC, with 10 QTL harbouring 11 candidate genes for ICP and 41 QTL containing 40 candidate genes for SC. The QTL identified were close to genes previously associated with carcass, fertility, growth and milk-related traits. The biological pathways influenced by these genes include carbohydrate catabolic processes, cellular development, iron homeostasis, lipid metabolism and storage, immune response, ovarian follicle development and the regulation of DNA transcription and RNA translation. CONCLUSIONS : This was the first attempt to study the underlying polymorphisms associated with reproduction in South African beef cattle. Genes previously reported in cattle breeds for numerous traits bar AFC, ICP or SC were detected in this study. Over 20 different genes have not been previously reported in beef cattle populations and may have been associated due to the unique genetic composite background of the SA Bonsmara breed.en_US
dc.description.departmentAnimal and Wildlife Sciencesen_US
dc.description.librarianam2024en_US
dc.description.sdgSDG-02:Zero Hungeren_US
dc.description.sponsorshipThe South African Beef Genomics Project.en_US
dc.description.urihttps://bmcgenomics.biomedcentral.comen_US
dc.identifier.citationReding, J.J., Van der Westhuizen, R.R., Berry, D.P. 2023, 'Understanding the underlying genetic mechanisms for age at first calving, intercalving period and scrotal circumference in Bonsmara cattle', BMC Genomics, vol. 24, art. 480, pp. 1-13. https://DOI.org/10.1186/s12864-023-09518-8.en_US
dc.identifier.issn1471-2164
dc.identifier.other10.1186/s12864-023-09518-8
dc.identifier.urihttp://hdl.handle.net/2263/95175
dc.language.isoenen_US
dc.publisherBMCen_US
dc.rights© The Author(s) 2023. Open Access This article is licensed under a Creative Commons Attribution 4.0 International License.en_US
dc.subjectBioinformaticsen_US
dc.subjectDeregressionen_US
dc.subjectEstimated breeding valuesen_US
dc.subjectGenomicsen_US
dc.subjectRegressionen_US
dc.subjectSingle nucleotide polymorphism (SNP)en_US
dc.subjectBonsmaraen_US
dc.subjectSDG-02: Zero hungeren_US
dc.titleUnderstanding the underlying genetic mechanisms for age at first calving, inter-calving period and scrotal circumference in Bonsmara cattleen_US
dc.typeArticleen_US

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