Department of Animal Sciences, University of Pretoria, Hatfield, 0028, South Africa.
Teagasc - The Irish Agriculture and Food Development Authority, Moorepark, Fermoy, Cork, Ireland.
BMC Genomics. 2023 Aug 24;24(1):480. doi: 10.1186/s12864-023-09518-8.
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.
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) SNPs were associated with AFC, ICP and SC, while 11, 11 and 44 significant (P ≤ 4 × 10) 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.
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.
繁殖是物种可持续性的关键特征,因此是家畜遗传改良计划的重要组成部分。大多数繁殖性状的遗传性较低。为了更好地了解这些性状的潜在遗传基础,对南非邦斯马罗品种的初配年龄(AFC)、第一配种间隔(ICP)和阴囊周长(SC)进行了全基因组关联分析。表型和基因型(编辑后 120692 个单核苷酸多态性(SNP))可用于 7128 头南非邦斯马罗牛;关联分析采用线性混合模型进行。
对 7128 头南非邦斯马罗牛进行基因组限制最大似然分析,得出 AFC 的基因组遗传力为 0.183(SE=0.021),ICP 为 0.207(SE=0.022),SC 为 0.209(SE=0.019)。共检测到与 AFC、ICP 和 SC 相关的 16、23 和 51 个提示性(P≤4×10)SNP,与 AFC、ICP 和 SC 相关的 11、11 和 44 个显著(P≤4×10)SNP。与 AFC 相关的 SNP 共定位了 11 个数量性状位点(QTL)和 11 个候选基因,与 ICP 相关的 SNP 共定位了 10 个 QTL 和 11 个候选基因,与 SC 相关的 SNP 共定位了 41 个 QTL 和 40 个候选基因。鉴定的 QTL 接近先前与胴体、繁殖力、生长和乳相关性状相关的基因。受这些基因影响的生物学途径包括碳水化合物分解代谢过程、细胞发育、铁稳态、脂质代谢和储存、免疫反应、卵巢卵泡发育以及 DNA 转录和 RNA 翻译的调节。
这是首次尝试研究与南非肉牛繁殖相关的潜在多态性。本研究中检测到先前在牛品种中报道的与许多性状相关的基因,如 AFC、ICP 或 SC。超过 20 个不同的基因以前没有在肉牛群体中报道过,由于南非邦斯马罗品种独特的遗传综合背景,这些基因可能与 AFC、ICP 或 SC 相关。