Key Laboratory of Animal Genetics, Breeding and Reproduction of Shaanxi Province, College of Animal Science and Technology, Northwest A&F University, Yangling, Shaanxi 712100, China.
College of Animal Science, Xinjiang Agricultural University, Urumqi, Xinjiang 830052, China.
Zool Res. 2022 Jan 18;43(1):14-25. doi: 10.24272/j.issn.2095-8137.2021.176.
Cattle temperament is an interesting trait due to its correlation with production efficiency, labor safety, and animal welfare. To date, however, its genetic basis is not clearly understood. Here, we performed a genome-wide association study for a series of temperament traits in cattle, assessed with via open field and novel object tests, using autosomal single nucleotide polymorphisms (SNPs) derived from the whole-genome sequence. We identified 37 and 29 genome-wide significant loci in the open field and novel object tests, respectively. Gene set analysis revealed the most significant pathway was the neuroactive ligand-receptor interaction pathway, which may be essential for emotional control in cattle. Analysis of the expression levels of 18 tissue-specific genes based on transcriptomic data showed enrichment in the brain, with some candidate genes involved in psychiatric and neurodegenerative diseases in humans. Based on principal component analysis, the first principal component explained the largest variance in the open field and novel object test data, and the most significant loci were assigned to and , respectively. Our findings should help facilitate cattle breeding for sound temperament by pyramiding favorable alleles to further improve cattle production.
牛的气质是一个有趣的特征,因为它与生产效率、劳动安全和动物福利有关。然而,迄今为止,其遗传基础尚不清楚。在这里,我们使用全基因组序列产生的常染色体单核苷酸多态性 (SNP),通过开放场和新物体测试对一系列气质特征进行了全基因组关联研究。我们分别在开放场和新物体测试中鉴定出 37 个和 29 个全基因组显著位点。基因集分析表明,最显著的途径是神经活性配体-受体相互作用途径,这可能对牛的情绪控制至关重要。基于转录组数据的 18 个组织特异性基因表达水平分析表明,这些基因在大脑中富集,其中一些候选基因与人的精神疾病和神经退行性疾病有关。基于主成分分析,第一主成分解释了开放场和新物体测试数据的最大方差,最重要的位点分别被分配到 和 。我们的研究结果应该有助于通过叠加有利等位基因来促进稳健气质的牛种选育,从而进一步提高牛的生产效率。