González M E, González V M, Montaño M F, Medina G E, Mahadevan P, Villa C, Villa R
Laboratory of Bioinformatics and Biofotonics, Engineering Institute, , , Mexico
Veterinary Science Research Institute, , , Mexico.
Genet Mol Res. 2017 Apr 13;16(2):gmr-16-02-gmr.16029597. doi: 10.4238/gmr16029597.
In arid and semi-arid zones, animal health and production are closely correlated with body conformation traits. These selected traits, in turn, allow livestock to adapt unfavorable soil and environmental conditions. The primary objective of this study was to perform a genome-wide association analysis for a set of sampled and imputed SNPs with 16 conformation traits in a population of Holstein cows from a desert area of Northwestern Mexico. Imputation from 6K to 50K SNPs was performed as a low-cost optimization strategy. Results show eight SNPs associated with two conformation traits. The Udder Depth trait resulted in seven associated SNPs from chromosome 10, that related to Marbling Score, Milk Yield, Fat Yield, Protein Yield, and Protein Percentage Quantitative Trait Loci (QTLs). The Body Depth trait resulted in one associated SNP from chromosome 2, although no QTL relation was found. The discovery of genes associated with conformation traits may be indicative of the adaptive selection pressures the Holstein breed has undergone in response to the extreme weather conditions found in the northwestern areas of Mexico. Results of this study indicate that traits such as stature and body depth may be used as indicators of cows' potential genetic merits for milk, fat, and protein production.
在干旱和半干旱地区,动物健康和生产与体型性状密切相关。反过来,这些选定的性状使家畜能够适应不利的土壤和环境条件。本研究的主要目的是对墨西哥西北部沙漠地区荷斯坦奶牛群体中一组抽样和推算的单核苷酸多态性(SNP)与16种体型性状进行全基因组关联分析。作为一种低成本的优化策略,进行了从6K SNP到50K SNP的推算。结果显示8个SNP与两种体型性状相关。乳房深度性状在10号染色体上产生了7个相关SNP,这些SNP与大理石花纹评分、产奶量、产脂量、产蛋白量以及蛋白质百分比数量性状位点(QTL)有关。体深性状在2号染色体上产生了1个相关SNP,不过未发现QTL关系。与体型性状相关基因的发现可能表明荷斯坦品种为应对墨西哥西北部极端天气条件所经历的适应性选择压力。本研究结果表明,身高和体深等性状可用作奶牛产奶、产脂和产蛋白潜在遗传价值的指标。