| Literature DB >> 30715382 |
Hetian Huang1, Jie Cao2, Gang Guo3, Xizhi Li3, Yachun Wang1, Ying Yu1, Shengli Zhang1, Qin Zhang1, Yi Zhang1.
Abstract
Displacement of abomasum (DA) is one of the most common and important disorders in dairy cattle. The objective of the present study was to detect the quantitative trait loci (QTL) for DA in Chinese Holstein using single-step genomic BLUP methodology. A total of 60,556 producer-recorded DA event records from 32,190 cows, together with 2,336 genotyped animals with 40,054 SNP markers, were used for the analysis. Genomic data were incorporated into a threshold model for variance component estimation, and the estimated heritability of DA was 0.108 (SE = 0.086). Results of genome-wide association studies were reported as the proportion of genetic variance explained 20-SNP windows. Eight QTLs covering 129 genes on Bos taurus autosomes 2, 4, 7, 10, 14, 17, 20 showed associations with DA. Ten genes, namely BMP4, SOCS4, GCH1, DDHD1, ATG14, ACBP/DBI, SMO, AHCYL2, CYP7A1, and CACNA1A, involved in insulin metabolism and lipid metabolism pathways may be considered as candidate genes of DA in dairy. The identified QTLs, biological pathways, and associated genes underlying DA identified from the present study will contribute to the understanding of the genetic architecture of this complex disease.Entities:
Keywords: dairy cattle; displacement of abomasum; metabolism pathway; producer-recorded data; quantitative trait loci (QTL); single-step genomic BLUP approach
Mesh:
Year: 2019 PMID: 30715382 PMCID: PMC6396242 DOI: 10.1093/jas/skz031
Source DB: PubMed Journal: J Anim Sci ISSN: 0021-8812 Impact factor: 3.159