Department of Genetics, Faculty of Veterinary Medicine, Siirt University, Siirt, 56000, Türkiye.
Sheep Research and Breeding Institute, Bandırma Balikesir, Türkiye.
Sci Rep. 2024 Jun 6;14(1):13072. doi: 10.1038/s41598-024-64093-6.
Neonatal diarrhea presents a significant global challenge due to its multifactorial etiology, resulting in high morbidity and mortality rates, and substantial economic losses. While molecular-level studies on genetic resilience/susceptibility to neonatal diarrhea in farm animals are scarce, prior observations indicate promising research directions. Thus, the present study utilizes two genome-wide association approaches, pKWmEB and MLM, to explore potential links between genetic variations in innate immunity and neonatal diarrhea in Karacabey Merino lambs. Analyzing 707 lambs, including 180 cases and 527 controls, revealed an overall prevalence rate of 25.5%. The pKWmEB analysis identified 13 significant SNPs exceeding the threshold of ≥ LOD 3. Moreover, MLM detected one SNP (s61781.1) in the SLC22A8 gene (p-value, 1.85eE-7), which was co-detected by both methods. A McNemar's test was conducted as the final assessment to identify whether there are any major effective markers among the detected SNPs. Results indicate that four markers-oar3_OAR1_122352257, OAR17_77709936.1, oar3_OAR18_17278638, and s61781.1-have a substantial impact on neonatal diarrhea prevalence (odds ratio: 2.03 to 3.10; statistical power: 0.88 to 0.99). Therefore, we propose the annotated genes harboring three of the associated markers, TIAM1, YDJC, and SLC22A8, as candidate major genes for selective breeding against neonatal diarrhea.
新生儿腹泻是一个全球性的重大挑战,其病因复杂,导致发病率和死亡率高,经济损失大。虽然目前关于家畜新生儿腹泻遗传易感性和遗传抗性的分子水平研究较少,但之前的观察结果表明了一些有前景的研究方向。因此,本研究利用两种全基因组关联方法(pKWmEB 和 MLM),探索内在免疫遗传变异与卡拉卡尔绵羊新生儿腹泻之间的潜在联系。分析了 707 只羔羊,包括 180 例病例和 527 例对照,发现总体患病率为 25.5%。pKWmEB 分析鉴定出 13 个显著 SNP,超过 LOD 3 的阈值。此外,MLM 在 SLC22A8 基因中检测到一个 SNP(s61781.1)(p 值为 1.85eE-7),两种方法都检测到了该 SNP。最后使用 McNemar 检验来识别检测到的 SNP 中是否存在主要有效标记。结果表明,在检测到的 SNP 中,有四个标记(oar3_OAR1_122352257、OAR17_77709936.1、oar3_OAR18_17278638 和 s61781.1)对新生儿腹泻的患病率有显著影响(比值比:2.03 至 3.10;统计功效:0.88 至 0.99)。因此,我们提出三个相关标记(TIAM1、YDJC 和 SLC22A8)所注释的基因是针对新生儿腹泻进行选择性育种的候选主要基因。