Hirai Junya, Nagai Satoshi, Hidaka Kiyotaka
National Research Institute of Fisheries Science, Japan Fisheries Research and Education Agency, Yokohama, Kanagawa, Japan.
PLoS One. 2017 Jul 17;12(7):e0181452. doi: 10.1371/journal.pone.0181452. eCollection 2017.
Metagenetics is a rapid and taxonomically comprehensive method for revealing community structures within environmental samples, based on large amounts of sequence data produced by high-throughput sequencers. Because community structures of planktonic copepods are important in the ocean owing to their high diversity and abundance, a metagenetic analysis of the 28S D2 region using Roche 454 was previously developed. However, the Illumina MiSeq platform with a high sequence output is being used more frequently in metagenetics, and non-calanoid copepods have not previously been fully evaluated. Here, we evaluated an Illumina MiSeq-based metagenetic analysis using a mock community and field-collected samples that were examined in a previous study using Roche 454, and the community structure, including non-calanoid copepods, was compared among morphological and metagenetic analyses. We removed a singleton read and applied an appropriate abundance threshold to remove erroneous Molecular Operational Taxonomic Units (MOTUs) with low-abundance sequences in the MiSeq-based analysis. Results showed that the copepod community was successfully characterized using Illumina MiSeq. Higher-quality sequences were obtained using MiSeq than by Roche 454, which reduced the overestimation of diversity, especially at a strict 99% similarity threshold for MOTU clustering. Taxonomic compositions in terms of both biomass and presence/absence of species, including non-calanoids, were more appropriately represented in the MiSeq- than in Roche 454-based analysis. Our data showed that metagenetic analysis using Illumina MiSeq is more useful for revealing copepod communities than Roche 454, owing to the lower cost and higher quality.
宏遗传学是一种快速且分类全面的方法,用于揭示环境样本中的群落结构,该方法基于高通量测序仪产生的大量序列数据。由于浮游桡足类的群落结构因其高度的多样性和丰富度在海洋中具有重要意义,此前已开发了使用罗氏454测序仪对28S D2区域进行宏遗传学分析的方法。然而,具有高序列输出的Illumina MiSeq平台在宏遗传学中使用得越来越频繁,并且非哲水蚤类桡足类此前尚未得到充分评估。在此,我们使用一个模拟群落和实地采集的样本评估了基于Illumina MiSeq的宏遗传学分析,这些样本在之前的一项研究中使用罗氏454进行了检测,并在形态学分析和宏遗传学分析之间比较了包括非哲水蚤类桡足类在内的群落结构。我们去除了单条序列读数,并应用了适当的丰度阈值,以在基于MiSeq的分析中去除具有低丰度序列的错误分子操作分类单元(MOTU)。结果表明,使用Illumina MiSeq成功地对桡足类群落进行了特征描述。与罗氏454相比,使用MiSeq获得了更高质量的序列,这减少了对多样性的高估,尤其是在MOTU聚类的严格99%相似性阈值下。在基于MiSeq的分析中,无论是生物量还是物种的存在/缺失方面的分类组成,包括非哲水蚤类,都比基于罗氏454的分析更能恰当地体现出来。我们的数据表明,由于成本较低且质量较高,使用Illumina MiSeq进行宏遗传学分析在揭示桡足类群落方面比罗氏454更有用。