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全基因组关联研究确定了本地奶羊体细胞评分的新候选标记。

Genome-Wide Association Study Identifies New Candidate Markers for Somatic Cells Score in a Local Dairy Sheep.

作者信息

Sutera Anna Maria, Moscarelli Angelo, Mastrangelo Salvatore, Sardina Maria Teresa, Di Gerlando Rosalia, Portolano Baldassare, Tolone Marco

机构信息

Dipartimento Scienze Veterinarie, University of Messina, Messina, Italy.

Dipartimento di Scienze Agrarie Alimentari e Forestali, University of Palermo, Palermo, Italy.

出版信息

Front Genet. 2021 Mar 22;12:643531. doi: 10.3389/fgene.2021.643531. eCollection 2021.

Abstract

In the Mediterranean basin countries, the dairy sheep production is usually based on local breeds, which are very well-adapted to their production systems and environments and can indeed guarantee income, employment, and economic viability in areas where production alternatives are scarce or non-existent. Mastitis is still one of the greatest problems affecting commercial milk production. However, genetic evaluation of mastitis is particularly difficult because of its low heritability and the categorical nature of the trait. The aim of this study was to identify genomic regions putatively associated with somatic cells count (SCC) in the local economically important Valle del Belice sheep breed using of deregressed breeding values (DEBV) as response variables. All the samples were genotyped using the Illumina OvineSNP50K BeadChip. Genome-wide association analysis was carried out based on regression of DEBV. A total of eight markers were found to be significantly associated with log-transformed SCC. Several candidate genes associated with SCC were identified related to immunity system and udder conformation. The results can help improving the competitiveness of the local Valle del Belìce breed. Further studies considering a higher sample size or independent population will be needed to confirm our results.

摘要

在地中海盆地国家,奶羊生产通常基于当地品种,这些品种非常适应其生产系统和环境,并且确实能够在生产替代方案稀缺或不存在的地区保障收入、就业和经济可行性。乳腺炎仍然是影响商业牛奶生产的最大问题之一。然而,由于乳腺炎的低遗传力和该性状的分类性质,对其进行遗传评估特别困难。本研究的目的是使用去回归育种值(DEBV)作为响应变量,确定在当地具有重要经济意义的贝利塞山谷绵羊品种中与体细胞计数(SCC)推定相关的基因组区域。所有样本均使用Illumina OvineSNP50K BeadChip进行基因分型。基于DEBV的回归进行全基因组关联分析。共发现8个标记与对数转换后的SCC显著相关。确定了几个与SCC相关的候选基因,它们与免疫系统和乳房形态有关。这些结果有助于提高当地贝利塞山谷品种的竞争力。需要进一步开展考虑更大样本量或独立群体的研究来证实我们的结果。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/6f03/8019815/dc1ab57951d4/fgene-12-643531-g001.jpg

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