Dai Wen-Fang, Guo Yong-Hao, Yu Wei-Na, Xiong Jin-Bo
School of Marine Sciences, Ningbo University, Ningbo 315211, China.
Collaborative Innovation Center for Zhejiang Marine High-Efficiency and Healthy Aquaculture, Ningbo 315211, China.
Huan Jing Ke Xue. 2017 Apr 8;38(4):1414-1422. doi: 10.13227/j.hjkx.201610003.
Coastal organic pollution has become a serious problem, thus it is imperative to assess the potential effects on the marine environment. The microbes are generally the first responders to environmental perturbation, which may serve as biological indicators for pollution levels. In this study, we collected surface seawater samples from Sanmen Bay and adjacent Yushan Reserve. Using an Illumina sequencing based analysis of bacterial 16S rRNA gene, we explored the effect of organic pollution on the bacterioplankton community compositions (BCCs). The results showed that the organic pollution () was 4.57±2.41 at Sanmen Bay, which was significantly higher (<0.001) than that in Yushan Reserve (0.43±0.74). The bacterial diversity and community compositions differed significantly between the two locations. Specifically, the relative abundance of Actinobacteria, -Proteobacteria, -Proteobacteria, SAR406 in Sanmen Bay was significantly higher than that in Yushan Reserve, while Bacteroidetes, Cyanobacteria, Planctomycetes exhibited an opposite change pattern. A multivariate regression tree analysis showed that the bacterial diversity was primarily affected by water pH, organic pollution and chlorophyll a levels, which respectively explained 27.7%, 15.6% and 6.7% variance in bacterial diversity. A redundancy analysis (RDA) revealed that the bacterioplankton community was significantly controlled by pH, salinity and organic pollution, which cumulatively explained 14.8% of the variation in BCCs. In addition, the geographic distance was significantly ( <0.001) correlated with BCCs, accounting for 4.42% variance, which suggested that the spatial distribution of bacterioplankton community was non-random. Moreover, this study screened 23 sensitive bacterial families, whose relative abundances were significantly associated the organic pollution. For a given bacterial family, the change pattern of relative abundance was consistent with its known function, thus holding the potential for indicating organic pollution levels. To conclude, this study showed that the increasing coastal organic pollution had altered BCCs, and enriched the relative abundances of potential pathogens. Furthermore, the sensitive bio-indicators were screened for evaluating the increasing organic pollution level.
沿海有机污染已成为一个严重问题,因此评估其对海洋环境的潜在影响势在必行。微生物通常是对环境扰动的第一响应者,可作为污染水平的生物指标。在本研究中,我们采集了三门湾及邻近的玉山保护区的表层海水样本。通过基于Illumina测序的细菌16S rRNA基因分析,我们探究了有机污染对浮游细菌群落组成(BCCs)的影响。结果表明,三门湾的有机污染()为4.57±2.41,显著高于玉山保护区(0.43±0.74)(<0.001)。两个地点的细菌多样性和群落组成存在显著差异。具体而言,三门湾中放线菌、α-变形菌、γ-变形菌、SAR406的相对丰度显著高于玉山保护区,而拟杆菌、蓝细菌、浮霉菌则呈现相反的变化模式。多元回归树分析表明,细菌多样性主要受水体pH值、有机污染和叶绿素a水平影响,它们分别解释了细菌多样性中27.7%、15.6%和6.7%的变异。冗余分析(RDA)显示,浮游细菌群落受pH值、盐度和有机污染的显著控制,它们累计解释了BCCs中14.8%的变异。此外,地理距离与BCCs显著相关(<0.001),占变异的4.42%,这表明浮游细菌群落的空间分布是非随机的。此外,本研究筛选出23个敏感细菌科,其相对丰度与有机污染显著相关。对于给定的细菌科,相对丰度的变化模式与其已知功能一致,因此具有指示有机污染水平的潜力。总之,本研究表明沿海有机污染的增加改变了BCCs,并使潜在病原体的相对丰度增加。此外,筛选出了敏感生物指标以评估不断增加的有机污染水平。