Department of Agronomy, Food, Natural resources, Animals and Environment, University of Padova, Viale dell'Università 16, 35020 Legnaro (PD), Italy.
ZuchtData EDV-Dienstleistungen GmbH, Dresdner Strasse 89/19, A-1200 Vienna, Austria.
J Dairy Sci. 2019 Nov;102(11):10088-10099. doi: 10.3168/jds.2019-16663. Epub 2019 Aug 22.
Lactose is a sugar uniquely found in mammals' milk and it is the major milk solid in bovines. Lactose yield (LY, kg/d) is responsible for milk volume, whereas lactose percentage (LP) is thought to be more related to epithelial integrity and thus to udder health. There is a paucity of studies that have investigated lactose at the genomic level in dairy cows. This paper aimed to improve our knowledge on LP and LY, providing new insights into the significant genomic regions affecting these traits. A genome-wide association study for LP and LY was carried out in Fleckvieh cattle by using bulls' deregressed estimated breeding values of first lactation as pseudo-phenotypes. Heritabilities of first-lactation test-day LP and LY estimated using linear animal models were 0.38 and 0.25, respectively. A total of 2,854 bulls genotyped with a 54K SNP chip were available for the genome-wide association study; a linear mixed model approach was adopted for the analysis. The significant SNP of LP were scattered across the whole genome, with signals on chromosomes 1, 2, 3, 7, 12, 16, 18, 19, 20, 28, and 29; the top 4 significant SNP explained 4.90% of the LP genetic variance. The signals were mostly in regions or genes with involvement in molecular intra- or extracellular transport; for example, CDH5, RASGEF1C, ABCA6, and SLC35F3. A significant region within chromosome 20 was previously shown to affect mastitis or somatic cell score in cattle. As regards LY, the significant SNP were concentrated in fewer regions (chromosomes 6 and 14), related to mastitis/somatic cell score, immune response, and transport mechanisms. The 5 most significant SNP for LY explained 8.45% of genetic variance and more than one-quarter of this value has to be attributed to the variant within ADGRB1. Significant peaks in target regions remained even after adjustment for the 2 most significant variants previously detected on BTA6 and BTA14. The present study is a prelude for deeper investigations into the biological role of lactose for milk secretion and volume determination, stressing the connection with genes regulating intra- or extracellular trafficking and immune and inflammatory responses in dairy cows. Also, these results improve the knowledge on the relationship between lactose and udder health; they support the idea that LP and its derived traits are potential candidates as indicators of udder health in breeding programs aimed to enhance cows' resistance to mastitis.
乳糖是一种仅存在于哺乳动物乳汁中的糖,是牛类乳汁中的主要固体成分。乳糖产量(LY,kg/d)决定了奶量,而乳糖百分比(LP)则被认为与上皮完整性更相关,因此与乳房健康更相关。在奶牛中,针对乳糖的基因组水平研究很少。本文旨在通过使用公牛的第一泌乳期去估计育种值作为拟表型,提高我们对 LP 和 LY 的认识,为影响这些性状的重要基因组区域提供新的见解。利用弗莱维赫公牛的第一泌乳期测试日 LP 和 LY 的线性动物模型估计的遗传力分别为 0.38 和 0.25。对 2854 头使用 54K SNP 芯片进行了基因分型的公牛可用于全基因组关联研究;采用线性混合模型方法进行分析。LP 的显著 SNP 分布在整个基因组上,在染色体 1、2、3、7、12、16、18、19、20、28 和 29 上有信号;前 4 个显著 SNP 解释了 4.90%的 LP 遗传变异。这些信号主要位于与分子细胞内或细胞外运输有关的区域或基因中,例如 CDH5、RASGEF1C、ABCA6 和 SLC35F3。以前在牛中发现的 20 号染色体上的一个显著区域与乳腺炎或体细胞评分有关。至于 LY,显著 SNP 集中在较少的区域(染色体 6 和 14),与乳腺炎/体细胞评分、免疫反应和运输机制有关。5 个与 LY 相关的最显著 SNP 解释了 8.45%的遗传变异,其中超过四分之一归因于 ADGRB1 内的变异。即使在调整了 BTA6 和 BTA14 上之前检测到的 2 个最显著变异后,目标区域的显著峰仍然存在。本研究为深入研究乳糖对乳汁分泌和乳汁量的决定作用的生物学作用奠定了基础,强调了与调节细胞内或细胞外运输以及奶牛免疫和炎症反应的基因的联系。此外,这些结果提高了我们对乳糖与乳房健康之间关系的认识;它们支持 LP 及其衍生性状作为提高奶牛对乳腺炎抗性的育种计划中乳房健康指标的潜在候选者的想法。