Centre for Genetic Improvement of Livestock, Department of Animal Biosciences, University of Guelph, Guelph, N1G 2W1, Ontario, Canada.
Centre for Genetic Improvement of Livestock, Department of Animal Biosciences, University of Guelph, Guelph, N1G 2W1, Ontario, Canada; Animal and Bioscience Research Department, Animal and Grassland Research and Innovation Centre, Teagasc, Grange, Co. Meath, Ireland.
J Dairy Sci. 2018 Nov;101(11):10062-10075. doi: 10.3168/jds.2017-14250. Epub 2018 Sep 13.
Johne's disease (or paratuberculosis), caused by Mycobacterium avium ssp. paratuberculosis (MAP) infection, is a globally prevalent disease with severe economic and welfare implications. With no effective treatment available, understanding the role of genetics influencing host infection status is essential to develop selection strategies to breed for increased resistance to MAP infection. The main objectives of this study were to estimate genetic parameters for the MAP-specific antibody response using milk ELISA scores in Canadian Holstein cattle as an indicator of resistance to Johne's disease, and to unravel genomic regions and candidate genes significantly associated with MAP infection. After data editing, 168,987 milk ELISA records from 2,306 herds, obtained from CanWest Dairy Herd Improvement, were used for further analyses. Variance and heritability estimates for MAP infection status were determined using univariate linear animal models under 3 scenarios: (a) SCEN1: the complete data set (all herds); (b) SCEN2: herds with at least one suspect or test-positive animal (ELISA optical density ≥0.07); and (c) SCEN3: herds with at least one test-positive animal (ELISA optical density ≥0.11). Heritability estimates were calculated as 0.066, 0.064, and 0.063 for SCEN1, SCEN2, and SCEN3, respectively. The correlations between estimated breeding values for resistance to MAP infection and other economically important traits, when significant, were favorable and of low magnitude. Genome-wide association analyses identified important genomic regions on Bos taurus autosome (BTA)1, BTA7, BTA9, BTA14, BTA15, BTA17, BTA19, and BTA25 showing significant association with MAP infection status. These regions included 2 single nucleotide polymorphisms located 2 kb upstream of positional candidate genes CD86 and WNT9B, which play key roles in host immune response and tissue homeostasis. This study revealed the genetic architecture of MAP infection in Canadian Holstein cattle as measured by milk ELISA scores by estimating genetic parameters along with the identification of genomic regions potentially influencing MAP infection status. These findings will be of significant value toward implementing genetic and genomic evaluations for resistance to MAP infection in Holstein cattle.
约翰氏病(或副结核病)由分枝杆菌 avium ssp. 引起。 副结核杆菌(MAP)感染是一种全球流行的疾病,对经济和福利有严重影响。由于目前尚无有效的治疗方法,因此了解影响宿主感染状态的遗传因素对于制定选择策略以培育对 MAP 感染的抵抗力至关重要。本研究的主要目的是使用牛奶 ELISA 评分估计加拿大荷斯坦奶牛中 MAP 特异性抗体反应的遗传参数,作为对约翰氏病抵抗力的指标,并阐明与 MAP 感染显着相关的基因组区域和候选基因。经过数据编辑,使用 CanWest Dairy Herd Improvement 获得的来自 2306 个牛群的 168987 个牛奶 ELISA 记录用于进一步分析。使用单变量线性动物模型在 3 种情况下确定 MAP 感染状态的方差和遗传力估计值:(a)SCEN1:完整数据集(所有牛群);(b)SCEN2:至少有一只可疑或测试阳性动物的牛群(ELISA 光密度≥0.07);(c)SCEN3:至少有一只测试阳性动物的牛群(ELISA 光密度≥0.11)。SCEN1、SCEN2 和 SCEN3 的遗传力估计值分别为 0.066、0.064 和 0.063。当有意义时,对 MAP 感染抗性的估计育种值与其他经济上重要的性状之间的相关性是有利的且程度较低。全基因组关联分析确定了牛 Taurus 染色体(BTA)1、BTA7、BTA9、BTA14、BTA15、BTA17、BTA19 和 BTA25 上与 MAP 感染状态显着相关的重要基因组区域。这些区域包括位于位置候选基因 CD86 和 WNT9B 上游 2 kb 的 2 个单核苷酸多态性,它们在宿主免疫反应和组织稳态中发挥关键作用。这项研究通过估计遗传参数并确定潜在影响 MAP 感染状态的基因组区域,揭示了加拿大荷斯坦奶牛中 MAP 感染的遗传结构,如通过牛奶 ELISA 评分测量。这些发现对于在荷斯坦牛中实施对 MAP 感染的抗性的遗传和基因组评估将具有重要价值。