生物
全基因组关联研究
婆罗门
单核苷酸多态性
遗传学
SNP公司
单倍型
基因座(遗传学)
遗传变异
数量性状位点
遗传关联
基因
繁殖
基因型
作者
Qiuming Chen,Bizhi Huang,Jingxi Zhan,Junjie Wang,Kaixing Qu,Fengwei Zhang,Jiafei Shen,Peng Jia,Qingqing Ning,Jicai Zhang,Ningbo Chen,Hong Chen,Chuzhao Lei
摘要
Abstract Body size plays a key role in production, health, selection, and environmental adaptation of animals, but the genetic basis of body size variation is not clearly understood. Here, we conducted genome-wide association studies (GWAS) of 15 body size traits using autosomal single nucleotide polymorphisms (SNPs) derived from whole-genome sequences of 31 Brahman cattle and 131 Yunling cattle and identified 20 significant loci, which implicated 18 candidate genes. For ischium width, the most significant SNP was assigned to LCORL, a famous gene controlling body size. For chest width, the most significant SNP was located upstream of BMP5, a secreted ligand of transformation growth factor-beta superfamily of proteins involved in bone and cartilage development. Subsequently, we detected selective sweeps in Brahman cattle using integrated Haplotype Score, composite likelihood ratio, and nucleotide diversity. The results showed CNTNAP5 locus associated with hip cross height and LIMCH1 locus associated with forehead size were in selective signals, which were consistent with higher hip cross height and higher forehead size in Brahman cattle compared with Yunling cattle. Our findings provide genetic insights into variation and selection of body size using GWAS and selective signals and will accelerate future efforts aimed at cattle improvement.
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