CAS Key Laboratory of Marine Ecology and Environmental Sciences, Institute of Oceanology, Chinese Academy of Sciences, Qingdao, 266071, China; Laboratory of Marine Ecology and Environmental Science, Qingdao National Laboratory for Marine Science and Technology, Qingdao, 266200, China; Center for Ocean Mega-Science, Chinese Academy of Sciences, Qingdao, 266071, China.
Department of Molecular Biology and Biochemistry, Simon Fraser University, 8888 University Drive, Burnaby, British Columbia, V5A 1S6, Canada.
Harmful Algae. 2020 Feb;92:101772. doi: 10.1016/j.hal.2020.101772. Epub 2020 Feb 15.
Accurate detection of the composition and dynamics of harmful algal bloom (HAB) species is critical for studying the mechanisms of HAB formation and for developing means for predicting the occurrences of HABs. Jiaozhou Bay is an epitome of China's coastal ecosystem and an ideal site for HAB research with the accumulation of decades of historical investigation records. Nevertheless, most of these earlier studies on phytoplankton communities applied primarily morphology-based approaches with limited resolution in phytoplankton species identification, especially for those with small-sized cells and for cryptic species. Through analyzing samples collected at 12 spatially isolated locations using metabarcoding methods, 89 phytoplankton species, including 34 Bacillariophyta, 25 Dinoflagellata, 7 Cryptophyta, 11 Chlorophyta, 8 Ochrophyta and 2 Haptophyta species were detected. Of those, 70 species had never been reported in Jiaozhou Bay in the previous expedition investigations, demonstrating the strength of the metabarcoding analysis approach. The distribution of many algal species demonstrated unique patterns, which were likely influenced by interactions among phytoplankton species or by predation by groups such as Ciliophora and Cercozoa, in addition to environmental factors such as temperature and nutritional conditions. Among these algal species, 28 were annotated as HAB species, among which 13 were reported for the very first time in Jiaozhou Bay including a mixtotrophic dianoflagellate Heterocapsa rotundata and a chain-forming diatom Skeletonema marinoi, both ranked among the top 10 most abundant ASVs. The present study represents a first attempt to study HAB species and other phytoplankton species in Jiaozhou Bay using the metabarcoding approach, which revealed substantially more algal species in Jiaozhou Bay than previously identified and sets a solid foundation for further research on the mechanisms of HAB formation.
准确检测有害藻华 (HAB) 物种的组成和动态对于研究 HAB 形成机制以及开发预测 HAB 发生的方法至关重要。胶州湾是中国沿海生态系统的缩影,也是进行 HAB 研究的理想场所,拥有数十年的历史调查记录。然而,这些早期的浮游植物群落研究大多采用基于形态的方法,在浮游植物物种鉴定方面的分辨率有限,特别是对于那些细胞较小的和隐生种。通过对 12 个空间分离的地点进行样本分析,使用 metabarcoding 方法检测到 89 种浮游植物物种,包括 34 种硅藻、25 种甲藻、7 种隐藻、11 种绿藻、8 种黄藻和 2 种金藻。其中,有 70 种浮游植物在以前的考察调查中从未在胶州湾报道过,这证明了 metabarcoding 分析方法的强大。许多藻类物种的分布表现出独特的模式,这可能是浮游植物物种之间的相互作用或纤毛虫和肉足虫等群体的捕食,以及温度和营养条件等环境因素共同作用的结果。在这些藻类物种中,有 28 种被注释为 HAB 物种,其中有 13 种是在胶州湾首次报道的,包括一种混合营养型甲藻异胶藻和一种链状硅藻中肋骨条藻,这两种都是丰度最高的 ASVs 之一。本研究首次尝试使用 metabarcoding 方法研究胶州湾的 HAB 物种和其他浮游植物物种,结果表明胶州湾的藻类物种比以前鉴定的要多得多,为进一步研究 HAB 形成机制奠定了坚实的基础。