Sistema Ganadero Extensivo, INIA Las Brujas, Canelones 90200, Uruguay.
Departamento de Producción Animal y Pasturas, Facultad de Agronomía, Universidad de la República, Avda. Garzón 780, Montevideo 12900, Uruguay.
Genes (Basel). 2024 Jun 27;15(7):846. doi: 10.3390/genes15070846.
The objective of this study was to identify genomic regions and genes associated with resistance to gastrointestinal nematodes in Australian Merino sheep in Uruguay, using the single-step GWAS methodology (ssGWAS), which is based on genomic estimated breeding values (GEBVs) obtained from a combination of pedigree, genomic, and phenotypic data. This methodology converts GEBVs into SNP effects. The analysis included 26,638 animals with fecal egg count (FEC) records obtained in two independent parasitic cycles (FEC1 and FEC2) and 1700 50K SNP genotypes. The comparison of genomic regions was based on genetic variances (gVar(%)) explained by non-overlapping regions of 20 SNPs. For FEC1 and FEC2, 18 and 22 genomic windows exceeded the significance threshold (gVar(%) ≥ 0.22%), respectively. The genomic regions with strong associations with FEC1 were located on chromosomes OAR 2, 6, 11, 21, and 25, and for FEC2 on OAR 5, 6, and 11. The proportion of genetic variance attributed to the top windows was 0.83% and 1.9% for FEC1 and FEC2, respectively. The 33 candidate genes shared between the two traits were subjected to enrichment analysis, revealing a marked enrichment in biological processes related to immune system functions. These results contribute to the understanding of the genetics underlying gastrointestinal parasite resistance and its implications for other productive and welfare traits in animal breeding programs.
本研究旨在利用基于系谱、基因组和表型数据组合获得的基因组估计育种值(GEBV)的一步 GWAS 方法(ssGWAS),鉴定与澳大利亚美利奴羊在乌拉圭对胃肠道线虫抗性相关的基因组区域和基因。该方法将 GEBVs 转化为 SNP 效应。分析包括 26638 只具有粪便卵计数(FEC)记录的动物,这些记录是在两个独立的寄生周期(FEC1 和 FEC2)中获得的,并且有 1700 个 50K SNP 基因型。基因组区域的比较基于由 20 个 SNP 非重叠区域解释的遗传方差(gVar(%))。对于 FEC1 和 FEC2,分别有 18 和 22 个基因组窗口超过了显着性阈值(gVar(%)≥0.22%)。与 FEC1 强烈相关的基因组区域位于 OAR 2、6、11、21 和 25 染色体上,而对于 FEC2,则位于 OAR 5、6 和 11 上。归因于顶级窗口的遗传方差比例分别为 FEC1 和 FEC2 的 0.83%和 1.9%。这两个性状之间共享的 33 个候选基因进行了富集分析,揭示了与免疫系统功能相关的生物学过程的明显富集。这些结果有助于理解胃肠道寄生虫抗性的遗传基础及其对动物育种计划中其他生产和福利性状的影响。