Effects of monsoons and storms on the structuring and diversity of picoeukaryotic microbial communities in a tropical coastal environment

IF 2.3 3区 地球科学 Q2 OCEANOGRAPHY
Maria Anna Michaela De La Cruz , Brian William Hingpit , Laure Guillou , Deo Florence L. Onda
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引用次数: 0

Abstract

Picoeukaryotes are key components in marine ecosystems that play crucial roles in food webs and biogeochemical cycles. Despite their significance, many aspects of their community ecology and diversity remain understudied. Here, we investigated the taxonomic and functional diversity of picoeukaryotic communities in response to monsoonal patterns and weather disturbances brought about by storms, characterizing tropical coastal regions. To do this, water samples were collected almost weekly or bi-weekly at a single location in a tropical coastal environment covering the late northeast (NE) and southwest (SW) monsoons. We then performed high-throughput amplicon sequencing of the V4 region of the 18S rRNA gene to generate taxonomic profiles of the communities across time. Clustering based on environmental parameters grouped our samples into months associated with NE monsoon, SW monsoon, and stormy SW monsoon, demonstrating seasonality influenced by monsoons and storms, typically observed in tropical coastal waters. In comparison, clustering based on abundance only grouped the samples into NE and SW monsoon, with most communities during storm period joining the NE monsoon samples. These samples exhibited greater diversity, with smaller taxa such as Syndiniales, Prymnesiophyceae, Picozoa, Cercozoa, Stramenopiles, and Chlorophytes being the most abundant groups present. In contrast, SW monsoon samples have lower diversity but have become generally dominated by large-celled taxa, mostly diatoms. Multivariate and correlation analyses both revealed nitrate as the strongest environmental driver of the picoeukaryotic community structuring. Meanwhile, network analysis grouped the taxa into three modules, more consistent with the clustering based on environmental parameters, implying that although storms may not significantly change the community composition, they may however influence the dominating taxa. Each module was composed of a unique set of co-occurring taxa, highlighting high turnover of picoeukaryotic communities between each season. In addition, our results showed that SW monsoon-associated module had higher interconnectivity than other modules, suggesting that the interactions during this period may be less species-specific, thus, more adaptable than during NE monsoon. However, we observed that extreme fluctuations caused by storms could have possibly allowed for selection of dominant taxa. Shotgun metagenomic sequencing of representative samples from each monsoon period also revealed that differently abundant functional genes, particularly genes associated to nitrogen metabolism, might have also helped in adaptation to the changing nutrient conditions. Our observations provide new insights on the potential trajectory of microbial communities under environmental stresses, which are important in understanding the implications of emerging threats such as coastal eutrophication and climate change.

季风和风暴对热带沿海环境中微真核微生物群落结构和多样性的影响
微真核生物是海洋生态系统的关键组成部分,在食物网和生物地球化学循环中发挥着至关重要的作用。尽管它们具有重要意义,但它们的群落生态和多样性的许多方面仍然研究不足。在这里,我们研究了微真核生物群落的分类和功能多样性,以应对热带沿海地区风暴带来的季风模式和天气扰动。为了做到这一点,几乎每周一次或每两周在热带沿海环境中的一个位置采集一次水样,覆盖东北季风后期和西南季风。然后,我们对18S rRNA基因的V4区域进行了高通量扩增子测序,以生成群落随时间的分类图谱。基于环境参数的聚类将我们的样本分为与东北季风、西南季风和西南季风相关的月份,表明季节性受到季风和风暴的影响,通常在热带沿海水域观察到。相比之下,基于丰度的聚类仅将样本分为东北季风和西南季风,风暴期间的大多数群落都加入了东北季风样本。这些样本表现出更大的多样性,其中较小的分类群,如Syndiniales、Prymnesiophyceae、Picozoa、Cercozoa、Stramenopiles和叶绿素植物是最丰富的类群。相比之下,西南季风样本的多样性较低,但通常以大细胞类群为主,主要是硅藻。多元分析和相关性分析都表明硝酸盐是微真核生物群落结构的最强环境驱动因素。同时,网络分析将分类群分为三个模块,与基于环境参数的聚类更加一致,这意味着尽管风暴可能不会显著改变群落组成,但它们可能会影响主导分类群。每个模块都由一组独特的共存分类群组成,突出了每个季节之间微真核生物群落的高周转率。此外,我们的研究结果表明,西南季风相关模块比其他模块具有更高的互连性,这表明这一时期的相互作用可能不太具有物种特异性,因此比东北季风时期更具适应性。然而,我们观察到,风暴引起的极端波动可能允许选择优势类群。对每个季风期代表性样本的Shotgun宏基因组测序还表明,不同丰度的功能基因,特别是与氮代谢相关的基因,可能也有助于适应不断变化的营养条件。我们的观测结果为微生物群落在环境压力下的潜在轨迹提供了新的见解,这对于理解沿海富营养化和气候变化等新威胁的影响很重要。
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来源期刊
CiteScore
6.40
自引率
16.70%
发文量
115
审稿时长
3 months
期刊介绍: Deep-Sea Research Part II: Topical Studies in Oceanography publishes topical issues from the many international and interdisciplinary projects which are undertaken in oceanography. Besides these special issues from projects, the journal publishes collections of papers presented at conferences. The special issues regularly have electronic annexes of non-text material (numerical data, images, images, video, etc.) which are published with the special issues in ScienceDirect. Deep-Sea Research Part II was split off as a separate journal devoted to topical issues in 1993. Its companion journal Deep-Sea Research Part I: Oceanographic Research Papers, publishes the regular research papers in this area.
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