University of Guelph, Department of Integrative Biology, Guelph, Ontario, Canada.
University of Victoria, Department of Biology, Victoria, British Columbia, Canada.
PLoS One. 2019 Apr 5;14(4):e0215008. doi: 10.1371/journal.pone.0215008. eCollection 2019.
We have generated a high-density, high-throughput genotyping array for characterizing genome-wide variation in Arctic charr (Salvelinus alpinus). Novel single nucleotide polymorphisms (SNPs) were identified in charr from the Fraser, Nauyuk and Tree River aquaculture strains, which originated from northern Canada and fish from Iceland using high coverage sequencing, reduced representation sequencing and RNA-seq datasets. The array was designed to capture genome-wide variation from a diverse suite of Arctic charr populations. Cross validation of SNPs from various sources and comparison with previously published Arctic charr SNP data provided a set of candidate SNPs that generalize across populations. Further candidate SNPs were identified based on minor allele frequency, association with RNA transcripts, even spacing across intergenic regions and association with the sex determining (sdY) gene. The performance of the 86,503 SNP array was assessed by genotyping Fraser, Nauyuk and Tree River strain individuals, as well as wild Icelandic Arctic charr. Overall, 63,060 of the SNPs were polymorphic within at least one group and 36.8% were unique to one of the four groups, suggesting that the array design allows for characterization of both within and across population genetic diversity. The concordance between sdY markers and known phenotypic sex indicated that the array can accurately determine the sex of individuals based on genotype alone. The Salp87k genotyping array provides researchers and breeders the opportunity to analyze genetic variation in Arctic charr at a more detailed level than previously possible.
我们生成了一个高密度、高通量的基因分型芯片,用于描述北极红点鲑(Salvelinus alpinus)的全基因组变异。在使用高覆盖度测序、简化基因组测序和 RNA-seq 数据集的情况下,我们在弗雷泽、瑙尤克和特瑞河养殖种群的红点鲑以及来自加拿大北部和冰岛的鱼类中发现了新的单核苷酸多态性(SNPs)。该芯片旨在捕获来自各种北极红点鲑种群的全基因组变异。来自不同来源的 SNPs 的交叉验证以及与之前发表的北极红点鲑 SNP 数据的比较提供了一组在种群中普遍存在的候选 SNPs。进一步的候选 SNPs 是基于次要等位基因频率、与 RNA 转录本的关联、基因间区域的均匀间隔以及与性别决定(sdY)基因的关联来确定的。通过对弗雷泽、瑙尤克和特瑞河种群个体以及野生冰岛北极红点鲑进行基因分型,评估了 86503 SNP 芯片的性能。总体而言,至少有一个群体中的 63060 个 SNP 是多态性的,36.8%是四个群体中唯一的,这表明芯片设计允许对群体内和群体间的遗传多样性进行特征描述。sdY 标记与已知表型性别之间的一致性表明,该芯片可以仅根据基因型准确确定个体的性别。Salp87k 基因分型芯片为研究人员和养殖者提供了在比以往更详细的水平上分析北极红点鲑遗传变异的机会。