Tsai Hsin Y, Hamilton Alastair, Guy Derrick R, Tinch Alan E, Bishop Steve C, Houston Ross D
The Roslin Institute and Royal (Dick) School of Veterinary Studies, the University of Edinburgh, Midlothian EH25 9RG, UK.
Landcatch Natural Selection Ltd., 15 Beta Centre, Stirling University Innovation Park, Stirling FK9 4NF, UK.
Int J Mol Sci. 2015 Dec 22;17(1):5. doi: 10.3390/ijms17010005.
Understanding the relationship between genetic variants and traits of economic importance in aquaculture species is pertinent to selective breeding programmes. High-throughput sequencing technologies have enabled the discovery of large numbers of SNPs in Atlantic salmon, and high density SNP arrays now exist. A previous genome-wide association study (GWAS) using a high density SNP array (132K SNPs) has revealed the polygenic nature of early growth traits in salmon, but has also identified candidate SNPs showing suggestive associations with these traits. The aim of this study was to test the association of the candidate growth-associated SNPs in a separate population of farmed Atlantic salmon to verify their effects. Identifying SNP-trait associations in two populations provides evidence that the associations are true and robust. Using a large cohort (N = 1152), we successfully genotyped eight candidate SNPs from the previous GWAS, two of which were significantly associated with several growth and fillet traits measured at harvest. The genes proximal to these SNPs were identified by alignment to the salmon reference genome and are discussed in the context of their potential role in underpinning genetic variation in salmon growth.
了解水产养殖物种中基因变异与经济重要性状之间的关系对于选择性育种计划至关重要。高通量测序技术已使人们能够在大西洋鲑中发现大量单核苷酸多态性(SNP),并且现在已有高密度SNP阵列。先前一项使用高密度SNP阵列(132K个SNP)的全基因组关联研究(GWAS)揭示了鲑鱼早期生长性状的多基因性质,但也鉴定出了与这些性状存在暗示性关联的候选SNP。本研究的目的是在另一群体的养殖大西洋鲑中测试候选生长相关SNP的关联性,以验证其效应。在两个群体中鉴定SNP与性状的关联可提供证据证明这些关联是真实且可靠的。我们使用一个大型队列(N = 1152),成功对先前GWAS中的八个候选SNP进行了基因分型,其中两个与收获时测量的几个生长和鱼片性状显著相关。通过与鲑鱼参考基因组比对确定了这些SNP附近的基因,并在它们对鲑鱼生长遗传变异的潜在作用背景下进行了讨论。