Key Laboratory of Marine Ecology and Environmental Sciences, Institute of Oceanology, Chinese Academy of Sciences, Qingdao, China.
University of Chinese Academy of Sciences, Beijing, China.
Mol Ecol Resour. 2016 May;16(3):755-68. doi: 10.1111/1755-0998.12476. Epub 2015 Oct 29.
Recent advances in high-throughput sequencing technologies have offered the possibility to generate genomewide sequence data to delineate previously unidentified genetic structure, obtain more accurate estimates of demographic parameters and to evaluate potential adaptive divergence. Here, we identified 27 556 single nucleotide polymorphisms for the small yellow croaker (Larimichthys polyactis) using restriction-site-associated DNA (RAD) sequencing of 24 individuals from two populations. Significant sources of genetic variation were identified, with an average nucleotide diversity (π) of 0.00105 ± 0.000425 across individuals, and long-term effective population size was thus estimated to range between 26 172 and 261 716. According to the results, no differentiation between the two populations was detected based on the SNP data set of top quality score per contig or neutral loci. However, the two analysed populations were highly differentiated based on SNP data set of both top FST value per contig and the outlier SNPs. Moreover, local adaptation was highlighted by an FST -based outlier tests implemented in LOSITAN and a total of 538 potentially locally selected SNPs were identified. blast2go annotation of contigs containing the outlier SNPs yielded hits for 37 (66%) of 56 significant blastx matches. Candidate genes for local adaptation constituted a wide array of biological functions, including cellular response to oxidative stress, actin filament binding, ion transmembrane transport and synapse assembly. The generated SNP resources in this study provided a valuable tool for future population genetics and genomics studies of L. polyactis.
利用来自两个群体的 24 个个体的 RAD 测序,我们鉴定了小黄鱼(Larimichthys polyactis)中的 27556 个单核苷酸多态性。鉴定出了显著的遗传变异来源,个体间平均核苷酸多样性(π)为 0.00105±0.000425,因此长期有效种群大小估计在 26172 到 261716 之间。根据结果,基于每个连续序列的高质量评分或中性基因座的 SNP 数据集,没有检测到两个群体之间的分化。然而,基于每个连续序列的最高 FST 值和异常 SNP 的 SNP 数据集,两个分析的群体高度分化。此外,LOSITAN 中的基于 FST 的异常值检验突出了局部适应,共鉴定出 538 个潜在的局部选择 SNP。含有异常 SNP 的连续序列的 blast2go 注释产生了 56 个显著的 blastx 匹配中的 37 个(66%)的命中。局部适应的候选基因构成了广泛的生物学功能,包括细胞对氧化应激的反应、肌动蛋白丝结合、离子跨膜运输和突触组装。本研究中生成的 SNP 资源为小黄鱼的未来群体遗传学和基因组学研究提供了有价值的工具。