Agriculture Victoria Research, AgriBio, 5 Ring Road, Bundoora, Victoria, 3083, Australia.
School of Applied Systems Biology, La Trobe University, Bundoora, Victoria, 3083, Australia.
Sci Rep. 2019 Feb 14;9(1):2137. doi: 10.1038/s41598-019-38488-9.
Human milk contains abundant oligosaccharides (OS) which are believed to have strong health benefits for neonates. OS are a minor component of bovine milk and little is known about how the production of OS is regulated in the bovine mammary gland. We have measured the abundance of 12 major OS in milk of 360 cows, which had high density SNP marker genotypes. Most of the OS were found to be highly heritable (h between 50 and 84%). A genome-wide association study allowed us to fine-map several QTL and identify candidate genes with major effects on five OS. Among them, a putative causal mutation close to the ABO gene on Chromosome 11 accounted for approximately 80% of genetic variance for two OS, N-acetylgalactosaminyllactose and lacto-N-neotetraose. This mutation lies very close to a variant associated with the expression levels of ABO. A third QTL mapped close to ST3GAL6 on Chromosome 1 explaining 33% of genetic variation of an abundant OS, 3'-sialyllactose. The presence of major gene effects suggests that targeted marker-assisted selection would lead to a significant increase in the level of these OS in milk. This is the first attempt to map candidate genes and causal mutations for bovine milk OS.
人乳中含有丰富的低聚糖(OS),这些低聚糖被认为对新生儿有很强的健康益处。OS 是牛乳中的一个次要成分,关于其在牛乳腺中的产生是如何调节的知之甚少。我们已经测量了 360 头奶牛乳汁中 12 种主要 OS 的丰度,这些奶牛具有高密度 SNP 标记基因型。结果发现,大多数 OS 具有高度的遗传性(h 值在 50%至 84%之间)。全基因组关联研究使我们能够对几个 QTL 进行精细定位,并鉴定出对五种 OS 有主要影响的候选基因。其中,在 11 号染色体上的 ABO 基因附近发现的一个假定的因果突变,大约解释了两种 OS(N-乙酰半乳糖胺乳糖和乳糖-N-新四糖)遗传变异的 80%。该突变非常接近与 ABO 表达水平相关的变异。第三个 QTL 靠近 1 号染色体上的 ST3GAL6 映射,解释了一种丰富的 OS(3'-唾液酸乳糖)遗传变异的 33%。主要基因效应的存在表明,有针对性的标记辅助选择将导致这些 OS 在牛奶中的水平显著增加。这是首次尝试对牛乳 OS 的候选基因和因果突变进行映射。