Department of Microbiology, University College Cork, Coláiste na hOllscoile Corcaigh, College Road, Cork City, Co. Cork, Ireland T12 CY82.
Teagasc, Animal & Grassland Research and Innovation Centre, Moorepark, Fermoy, Co. Cork, Ireland P61 C996.
J Dairy Sci. 2019 May;102(5):4249-4263. doi: 10.3168/jds.2018-15906. Epub 2019 Mar 7.
Infection of cattle with bovine paratuberculosis (i.e., Johne's disease) is caused by Mycobacterium avium ssp. paratuberculosis (MAP) and results in a chronic incurable gastroenteritis. This disease, which has economic ramifications for the cattle industry, is increasing in detected prevalence globally; subclinically infected animals can silently shed the bacterium into the environment for years, exposing contemporaries and hampering disease-control programs. The objective of the present study was to first quantify the genetic parameters for humoral response to MAP in dairy cattle. This was followed by a genome-based association analysis and subsequent downstream bioinformatic analyses from imputed whole genome sequence SNP data. After edits, ELISA test records were available on 136,767 cows; analyses were also undertaken on a subset of 33,818 of these animals from herds with at least 5 MAP ELISA-positive cows, with at least 1 of those positive cows being homebred. Variance components were estimated using univariate animal and sire linear mixed models. The heritability calculated from the animal model for humoral response to MAP using alternative phenotype definitions varied from 0.02 (standard error = 0.003) to 0.05 (standard error = 0.008). The genome-based associations were undertaken within a mixed model framework using weighted deregressed estimated breeding values as a dependent variable on 1,883 phenotyped animals that were ≥87.5% Holstein-Friesian. Putative susceptibility quantitative trait loci (QTL) were identified on Bos taurus autosome 1, 3, 5, 6, 8, 9, 10, 11, 13, 14, 18, 21, 23, 25, 26, 27, and 29; mapping the most significant SNP to genes within and overlapping these QTL revealed that the most significant associations were with the 10 functional candidate genes KALRN, ZBTB20, LPP, SLA2, FI3A1, LRCH3, DNAJC6, ZDHHC14, SNX1, and HAS2. Pathway analysis failed to reveal significantly enriched biological pathways, when both bovine-specific pathway data and human ortholog data were taken into account. The existence of genetic variation for MAP susceptibility in a large data set of dairy cows signifies the potential of breeding programs for reducing MAP susceptibility. Furthermore, the identification of susceptible QTL facilitates greater biological understanding of bovine paratuberculosis and potential therapeutic targets for future investigation. The novel molecular similarities identified between bovine paratuberculosis and human inflammatory bowel disease suggest potential for human therapeutic interventions to be translated to veterinary medicine and vice versa.
奶牛感染牛分枝杆菌(即约翰氏病)是由禽分枝杆菌副结核亚种(MAP)引起的,导致慢性不可治愈的胃肠炎。这种疾病对牛业有经济影响,在全球的检出率正在上升;亚临床感染的动物可以将细菌沉默地传播到环境中多年,暴露当代动物并阻碍疾病控制计划。本研究的目的首先是量化奶牛对 MAP 产生体液反应的遗传参数。随后进行基于基因组的关联分析和随后的下游生物信息学分析,使用已导入的全基因组序列 SNP 数据。经过编辑,136767 头奶牛的 ELISA 检测记录可用;还对来自至少有 5 头 MAP ELISA 阳性奶牛的牛群的 33818 头动物的一个子集进行了分析,这些阳性奶牛中至少有 1 头是自繁牛。使用单变量动物和 sire 线性混合模型估计方差分量。使用替代表型定义从动物模型中计算的 MAP 体液反应的遗传力从 0.02(标准误差=0.003)到 0.05(标准误差=0.008)不等。在混合模型框架内,使用加权去回归估计的育种值作为依赖变量,对 1883 头表型化动物进行了基于基因组的关联分析,这些动物的荷斯坦-弗里森牛的比例≥87.5%。在牛 Taurus 染色体 1、3、5、6、8、9、10、11、13、14、18、21、23、25、26、27 和 29 上鉴定了推定的易感数量性状位点(QTL);将最显著的 SNP 映射到这些 QTL 内和重叠的基因上,结果表明最显著的关联是与 10 个功能候选基因 KALRN、ZBTB20、LPP、SLA2、FI3A1、LRCH3、DNAJC6、ZDHHC14、SNX1 和 HAS2。当同时考虑牛特异性途径数据和人类同源物数据时,途径分析未能揭示显著富集的生物学途径。在奶牛的大型数据集存在 MAP 易感性的遗传变异表明,减少 MAP 易感性的育种计划具有潜力。此外,易感 QTL 的鉴定促进了对牛副结核病的更深入的生物学理解,并为未来的研究提供了潜在的治疗靶点。在牛副结核病和人类炎症性肠病之间确定的新的分子相似性表明,未来可能将人类治疗干预措施转化为兽医医学,反之亦然。