Université Paris Saclay, INRAE, AgroParisTech, GABI, 78350, Jouy-en-Josas, France.
Eliance, 149 Rue de Bercy, 75012, Paris, France.
Genet Sel Evol. 2022 Oct 15;54(1):67. doi: 10.1186/s12711-022-00757-z.
Bovine paratuberculosis, or Johne's disease (JD), is a contagious and incurable disease caused by Mycobacterium avium subsp. paratuberculosis (MAP). It has adverse effects on animal welfare and is very difficult to control, leading to serious economic consequences. An important line of defense to this disease is host genetic resistance to MAP, which, when it will be more fully understood, could be improved through selective breeding. Using a large dataset of Holstein cows (161,253 animals including 56,766 cows with ELISA serological phenotypes and 12,431 animals with genotypes), we applied a single-step single nucleotide polymorphism (SNP) best linear unbiased prediction approach to investigate the genetic determinism underlying resistance to this disease (heritability estimate and identification of relevant genomic regions) and estimated genetic trends, reliability, and relative risk factors associated with genomic predictions.
Resistance to JD was moderately heritable (0.14) and 16 genomic regions were detected that accounted for at least 0.05% of the breeding values variance (GV) in resistance to JD, and were located on chromosomes 1, 3, 5, 6, 7, 19, 20, 21, 23, 25, and 27, with the highest percentage of variance explained by regions on chromosomes 23 (0.36% GV), 5 (0.22% GV), 1 (0.14% GV), and 3 (0.13% GV). When estimated for the whole chromosomes, the autosomes with the largest overall contributions were chromosomes 3 (5.3% GV), 10 (4.8%), 23 (4.7%), 1 (3.6%), 7 (3.4%), 5 (2.9%), 12 (2.5%), 11 (2.2%), and 13 (2%). We estimated a slightly favorable genetic trend in resistance to JD over the last two decades, which can be explained by a low positive genetic correlation between resistance to JD and total merit index (+ 0.06). Finally, in a validation population of 907 cows, relatively reliable genomic predictions (reliability = 0.55) were obtained, which allowed the identification of cows at high risk of infection.
This study provides new insights into the genetic determinism of resistance to JD and shows that this trait can be predicted from SNP genotypes. It has led to the implementation of a single-step genomic evaluation that should rapidly become an effective tool for controlling paratuberculosis on French Holstein farms.
牛副结核病,又称约翰氏病(JD),是一种由分枝杆菌副结核亚种(MAP)引起的传染性和不可治愈的疾病。它对动物福利有不利影响,并且非常难以控制,导致严重的经济后果。该疾病的重要防御线是宿主对 MAP 的遗传抗性,当这种抗性得到更充分的理解时,可以通过选择性繁殖来提高。使用包含 161253 头荷斯坦奶牛(161253 头,其中 56766 头具有 ELISA 血清学表型,12431 头具有基因型)的大型数据集,我们应用单步单核苷酸多态性(SNP)最佳线性无偏预测方法,研究了对这种疾病的抗性的遗传决定因素(遗传力估计和相关基因组区域的鉴定),并估计了与基因组预测相关的遗传趋势、可靠性和相对风险因素。
JD 抗性具有中度遗传力(0.14),并检测到 16 个基因组区域,这些区域至少占 JD 抗性的 0.05%的育种值方差(GV),位于染色体 1、3、5、6、7、19、20、21、23、25 和 27 上,解释方差最高的区域位于染色体 23(0.36%GV)、5(0.22%GV)、1(0.14%GV)和 3(0.13%GV)。当对整个染色体进行估计时,具有最大总体贡献的常染色体是染色体 3(5.3%GV)、10(4.8%)、23(4.7%)、1(3.6%)、7(3.4%)、5(2.9%)、12(2.5%)、11(2.2%)和 13(2%)。在过去的二十年中,我们估计 JD 抗性有一个略微有利的遗传趋势,这可以用 JD 抗性与总优秀指数之间的正遗传相关(+0.06)来解释。最后,在 907 头奶牛的验证群体中,获得了相对可靠的基因组预测(可靠性=0.55),这使得能够识别高感染风险的奶牛。
本研究提供了 JD 抗性遗传决定因素的新见解,并表明该性状可以从 SNP 基因型预测。它导致了单步基因组评估的实施,该评估应该很快成为法国荷斯坦农场控制副结核病的有效工具。