Jankowiak Jennifer G, Gobler Christopher J
School of Marine and Atmospheric Sciences, Stony Brook University, Southampton, NY, United States.
Front Microbiol. 2020 May 28;11:1016. doi: 10.3389/fmicb.2020.01016. eCollection 2020.
The toxic cyanobacterium is one of the most pervasive harmful algal bloom (HAB) genera and naturally occurs in large colonies known to harbor diverse heterotrophic bacterial assemblages. While colony-associated microbiomes may influence blooms, there remains a limited understanding of the structure and functional potential of these communities and how they may be shaped by changing environmental conditions. To address this gap, we compared the dynamics of -attached (MCA), free-living (FL), and whole water (W) microbiomes during blooms using next-generation amplicon sequencing (16S rRNA), a predictive metagenome software, and other bioinformatic approaches. Microbiomes were monitored through high resolution spatial-temporal surveys across two North American lakes, Lake Erie (LE) and Lake Agawam (LA; Long Island, NY, United States) in 2017, providing the largest dataset of these fractions to date. Sequencing of 126 samples generated 7,922,628 sequences that clustered into 7,447 amplicon sequence variants (ASVs) with 100% sequence identity. Across lakes, the MCA microbiomes were significantly different than the FL and W fractions being significantly enriched in , , , and and depleted of Further, although MCA communities harbored > 900 unique ASVs, they were significantly less diverse than the other fractions with diversity inversely related to bloom intensity, suggesting increased selection pressure on microbial communities as blooms intensified. Despite taxonomic differences between lakes, predicted metagenomes revealed conserved functional potential among MCA microbiomes. MCA communities were significantly enriched in pathways involved in N and P cycling and microcystin-degradation. Taxa potentially capable of N-fixation were significantly enriched ( < 0.05) and up to four-fold more abundant within the MCA faction relative to other fractions, potentially aiding in the proliferation of blooms during low N conditions. The MCA predicted metagenomes were conserved over 8 months of seasonal changes in temperature and N availability despite strong temporal succession in microbiome composition. Collectively, these findings indicate that colonies harbor a statistically distinct microbiome with a conserved functional potential that may help facilitate bloom persistence under environmentally unfavorable conditions.
有毒蓝藻是最普遍的有害藻华(HAB)属之一,自然存在于已知含有多种异养细菌群落的大群体中。虽然与群体相关的微生物群可能会影响藻华,但对这些群落的结构和功能潜力以及它们如何受到不断变化的环境条件影响的了解仍然有限。为了填补这一空白,我们使用下一代扩增子测序(16S rRNA)、预测宏基因组软件和其他生物信息学方法,比较了藻华期间附着(MCA)、自由生活(FL)和全水(W)微生物群的动态。通过对2017年北美两个湖泊伊利湖(LE)和阿加瓦姆湖(LA;美国纽约州长岛)进行的高分辨率时空调查,对微生物群进行了监测,提供了迄今为止这些部分的最大数据集。对126个样本进行测序产生了7922628个序列,这些序列聚集成7447个扩增子序列变体(ASV),序列同一性为100%。在各个湖泊中,MCA微生物群与FL和W部分显著不同,在 、 、 和 中显著富集,而 在 中减少。此外,尽管MCA群落含有超过900个独特的ASV,但它们的多样性明显低于其他部分,且多样性与藻华强度呈负相关,这表明随着藻华加剧,对微生物群落的选择压力增加。尽管湖泊之间存在分类学差异,但预测的宏基因组揭示了MCA微生物群之间保守的功能潜力。MCA群落显著富集于参与氮和磷循环以及微囊藻毒素降解的途径。相对于其他部分,MCA部分中潜在能够进行固氮的分类群显著富集( < 0.05),且丰度高达四倍,这可能有助于在低氮条件下藻华的增殖。尽管微生物群组成存在强烈的时间演替,但MCA预测的宏基因组在温度和氮可用性的8个月季节性变化中保持保守。总体而言,这些发现表明, 群体拥有一个在统计学上不同的微生物群,具有保守的功能潜力,这可能有助于在环境不利条件下促进藻华的持续存在。