Scherer Pia I, Millard Andrew D, Miller Andreas, Schoen Renate, Raeder Uta, Geist Juergen, Zwirglmaier Katrin
Limnological Research Station Iffeldorf, Aquatic Systems Biology Unit, Department of Life Sciences Weihenstephan, Technical University of Munich, Munich, Germany.
Warwick Medical School, University of Warwick, Coventry, United Kingdom.
Front Microbiol. 2017 Dec 4;8:2387. doi: 10.3389/fmicb.2017.02387. eCollection 2017.
Bacterioplankton plays an essential role in aquatic ecosystems, and cyanobacteria are an influential part of the microbiome in many water bodies. In freshwaters used for recreational activities or drinking water, toxic cyanobacteria cause concerns due to the risk of intoxication with cyanotoxins, such as microcystins. In this study, we aimed to unmask relationships between toxicity, cyanobacterial community composition, and environmental factors. At the same time, we assessed the correlation of a genetic marker with microcystin concentration and aimed to identify the main microcystin producer. We used Illumina MiSeq sequencing to study the bacterioplankton in two recreational lakes in South Germany. We quantified a microcystin biosynthesis gene () using qPCR and linked this information with microcystin concentration to assess toxicity. Microcystin biosynthesis gene ()-clone libraries were used to determine the origin of microcystin biosynthesis genes. Bloom toxicity did not alter the bacterial community composition, which was highly dynamic at the lowest taxonomic level for some phyla such as Cyanobacteria. At the OTU level, we found distinctly different degrees of temporal variation between major bacteria phyla. Cyanobacteria and Bacteroidetes showed drastic temporal changes in their community compositions, while the composition of Actinobacteria remained rather stable in both lakes. The bacterial community composition of Alpha- and Beta-proteobacteria remained stable over time in Lake Klostersee, but it showed temporal variations in Lake Bergknappweiher. The presence of potential microcystin degraders and potential algicidal bacteria amongst prevalent Bacteroidetes and Alphaproteobacteria implied a role of those co-occurring heterotrophic bacteria in cyanobacterial bloom dynamics. Comparison of both lakes studied revealed a large shared microbiome, which was shaped toward the lake specific community composition by environmental factors. Microcystin variants detected were microcystin-LR, -RR, and -YR. The maximum microcystin concentrations measured was 6.7 μg/L, a value still acceptable for recreational waters but not drinking water. Microcystin concentration correlated positively with total phosphorus and copy number. We identified low abundant sp. as the only microcystin producer in both lakes. Therefore, risk assessment efforts need to take into account the fact that non-dominant species may cause toxicity of the blooms observed.
浮游细菌在水生生态系统中发挥着重要作用,而蓝细菌是许多水体微生物群落中有影响力的一部分。在用于娱乐活动或饮用水的淡水中,有毒蓝细菌因存在微囊藻毒素等蓝藻毒素中毒风险而引发关注。在本研究中,我们旨在揭示毒性、蓝细菌群落组成与环境因素之间的关系。同时,我们评估了一个遗传标记与微囊藻毒素浓度的相关性,并旨在鉴定主要的微囊藻毒素产生菌。我们使用Illumina MiSeq测序技术研究了德国南部两个休闲湖泊中的浮游细菌。我们通过qPCR定量了一个微囊藻毒素生物合成基因(),并将该信息与微囊藻毒素浓度相关联以评估毒性。微囊藻毒素生物合成基因()克隆文库用于确定微囊藻毒素生物合成基因的来源。水华毒性并未改变细菌群落组成,在某些门类(如蓝细菌)的最低分类水平上,细菌群落组成具有高度动态性。在OTU水平上,我们发现主要细菌门类之间存在明显不同程度的时间变化差异。蓝细菌和拟杆菌门在其群落组成上表现出剧烈的时间变化,而放线菌门在两个湖泊中的组成都相当稳定。在克洛斯特湖,α-和β-变形菌门的细菌群落组成随时间保持稳定,但在贝格克纳普魏尔湖则表现出时间变化。在优势拟杆菌门和α-变形菌门中存在潜在的微囊藻毒素降解菌和潜在的溶藻细菌,这意味着这些共生异养细菌在蓝细菌水华动态中发挥了作用。对所研究两个湖泊的比较揭示了一个很大的共享微生物群落,该群落受环境因素影响形成了特定于湖泊的群落组成。检测到的微囊藻毒素变体为微囊藻毒素-LR、-RR和-YR。测得的微囊藻毒素最大浓度为6.7μg/L,该值对于娱乐用水来说仍然可以接受,但不适用于饮用水。微囊藻毒素浓度与总磷和 拷贝数呈正相关。我们鉴定出低丰度的 种是两个湖泊中唯一的微囊藻毒素产生菌。因此,风险评估工作需要考虑到非优势物种可能导致所观察到的水华产生毒性这一事实。